---
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:2268
- loss:MultipleNegativesRankingLoss
base_model: dunzhang/stella_en_1.5B_v5
widget:
- source_sentence: "Instruct: Given a web search query, retrieve relevant passages\
\ that answer the query.\nQuery: Title: \nText: | _id | q1a724386 |\n| title |\
\ |\n| text | What does the table show?\n\nWhat table show?\n\n\n"
sentences:
- "Title: \nText: | _id | dd2abe7ca |\n| title | |\n| text | Table of Contents\n\
61\nADOBE SYSTEMS INCORPORATED\n CONSOLIDATED STATEMENTS OF CASH FLOWS\n(In thousands)\n\
\ \nYears Ended\n \nDecember 1,\n2017\nDecember 2,\n2016\nNovember 27,\n2015\n\
Cash flows from operating activities:\n \n \nNet income\n$\n1,693,954\n$\n1,168,782\n\
$\n629,551\nAdjustments to reconcile net income to net cash provided by operating\
\ activities:\nDepreciation, amortization and accretion\n325,997\n331,535\n339,473\n\
Stock-based compensation\n451,451\n349,912\n335,859\nDeferred income taxes\n51,605\n\
24,222\n(69,657)\n\nDeferred income taxes\n51,605\n24,222\n(69,657)\nGain on the\
\ sale of property\n\n(21,415)\nUnrealized (gains) losses on investments\n(5,494)\n\
3,145\n(9,210)\nExcess tax benefits from stock-based compensation\n\n(75,105)\n\
(68,153)\nOther non-cash items\n4,625\n2,022\n1,216\nChanges in operating assets\
\ and liabilities, net of acquired assets and\n assumed liabilities:\nTrade receivables,\
\ net\n(187,173)\n(160,416)\n(79,502)\nPrepaid expenses and other current assets\n\
28,040\n(71,021)\n(7,701)\nTrade payables\n(45,186)\n(6,281)\n22,870\nAccrued\
\ expenses\n154,125\n64,978\n(22,564)\nIncome taxes payable\n(34,493)\n43,115\n\
97,934\nDeferred revenue\n475,402\n524,840\n320,801\nNet cash provided by operating\
\ activities\n2,912,853\n2,199,728\n1,469,502\n\n2,912,853\n2,199,728\n1,469,502\n\
Cash flows from investing activities:\n \n \nPurchases of short-term investments\n\
(1,931,011)\n(2,285,222)\n(2,064,833)\nMaturities of short-term investments\n\
759,737\n769,228\n371,790\nProceeds from sales of short-term investments\n1,393,929\n\
860,849\n1,176,476\nAcquisitions, net of cash acquired\n(459,626)\n(48,427)\n\
(826,004)\nPurchases of property and equipment\n(178,122)\n(203,805)\n(184,936)\n\
Proceeds from sale of property\n\n57,779\nPurchases of long-term investments,\
\ intangibles and other assets\n(29,918)\n(58,433)\n(22,779)\nProceeds from sale\
\ of long-term investments\n2,134\n5,777\n4,149\nNet cash used for investing activities\n\
(442,877)\n(960,033)\n(1,488,358)\nCash flows from financing activities:\n \n\
\ \nPurchases of treasury stock\n(1,100,000)\n(1,075,000)\n(625,000)\nProceeds\
\ from issuance of treasury stock\n158,351\n145,697\n164,270\nTaxes paid related\
\ to net share settlement of equity awards\n(240,126)\n(236,400)\n(186,373)\n\n\
(240,126)\n(236,400)\n(186,373)\nExcess tax benefits from stock-based compensation\n\
\n75,105\n68,153\nProceeds from debt issuance\n\n\n989,280\nRepayment of debt\
\ and capital lease obligations\n(1,960)\n(108)\n(602,189)\nDebt issuance costs\n\
\n(8,828)\nNet cash used for financing activities\n(1,183,735)\n(1,090,706)\n\
(200,687)\nEffect of foreign currency exchange rates on cash and cash equivalents\n\
8,516\n(14,234)\n(21,297)\nNet increase (decrease) in cash and cash equivalents\n\
1,294,757\n134,755\n(240,840)\nCash and cash equivalents at beginning of year\n\
1,011,315\n876,560\n1,117,400\nCash and cash equivalents at end of year\n$\n2,306,072\n\
$\n1,011,315\n$\n876,560\nSupplemental disclosures:\n \nCash paid for income taxes,\
\ net of refunds\n$\n396,668\n$\n249,884\n$\n203,010\n\n$\n396,668\n$\n249,884\n\
$\n203,010\nCash paid for interest\n$\n69,430\n$\n66,193\n$\n56,014\nNon-cash\
\ investing activities:\nInvestment in lease receivable applied to building purchase\n\
$\n80,439\n$\n\n$\n\nIssuance of common stock and stock awards assumed in business\
\ acquisitions\n$\n10,348\n$\n\n$\n677\nSee accompanying Notes to Consolidated\
\ Financial Statements.\n\nTable Contents\n SYSTEMS\n STATEMENTS CASH FLOWS\n\
\ Years Ended\n December 1,\n 2017\n December 2,\n 2016\n November 27,\n 2015\n\
\ Cash flows operating activities\n Net income\n 1,693,954\n 1,168,782\n 629,551\n\
\ Adjustments reconcile net income cash activities\n Depreciation amortization\
\ accretion\n 325,997\n 331,535\n,473\n Stock-based compensation\n 451,451\n 349,912\n\
\ 335,859\n Deferred income taxes\n 51,605\n 24,222\n (69,657)\n Gain sale property\n\
\ (21,415)\n Unrealized losses investments\n (5,494)\n 3,145\n (9,210)\n\n(5,494)\n\
\ 3,145\n (9,210)\n Excess tax benefits stock-based compensation\n (75,105)\n\
\ (68,153)\n non-cash items\n 2,022\n 1,216\n Changes operating assets liabilities\
\ acquired\n Trade receivables\n (187,173)\n (160,416)\n (79,502)\n Prepaid expenses\
\ current assets\n 28,040\n (71,021)\n (7,701)\n Trade payables\n (45,186)\n (6,281)\n\
\ 22,870\n Accrued expenses\n 154,125\n 64,978\n (22,564\n Income taxes payable\n\
\ (34,493)\n 43,115\n 97,934\n Deferred revenue\n 475,402\n 524,840\n 320,801\n\
\ Net cash operating activities\n 2,912,853\n 2,199,728\n\n2,912,853\n 2,199,728\n\
\ 1,469,502\n Cash flows investing activities\n Purchases short-term investments\n\
\ (1,931,011)\n (2,285,222)\n (2,064,833)\n Maturities short-term investments\n\
\ 759,737\n 769,228\n 371,790\n Proceeds sales short-term investments\n 1,393,929\n\
\ 860,849\n1,176,476\n Acquisitions cash\n (459,626)\n (48,427)\n (826,004)\n\
\ Purchases property equipment\n (178,122)\n (203,805)\n (184,936)\n Proceeds\
\ sale property\n 57,779\n Purchases long-term investments intangibles\n (29,918)\n\
\ (58,433)\n (22,779)\n\n(29,918)\n (58,433)\n (22,779)\n Proceeds sale long-term\
\ investments\n 2,134\n 5,777\n 4,149\n Net cash investing activities\n (442,877)\n\
\ (960,033)\n (1,488,358)\n Cash flows financing\n Purchases treasury stock\n\
\ (1,100,000)\n (1,075,000)\n (625,000)\n Proceeds issuance treasury stock\n 158,351\n\
\ 145,697\n 164,270\n Taxes share settlement equity awards\n (240,126)\n (236,400)\n\
\ (186,373)\n Excess tax benefits stock-based compensation\n 75,105\n 68,153\n\
\ Proceeds debt issuance\n,280\n Repayment debt capital lease obligations\n\n\
,280\n Repayment debt capital lease obligations\n (1,960)\n (108)\n (602,189)\n\
\ Debt issuance costs\n (8,828)\n Net cash financing activities\n (1,183,735)\n\
\ (1,090,706)\n (200,687)\n Effect foreign currency exchange rates cash equivalents\n\
\ 8,516\n (14,234)\n (21,297)\n Net increase (decrease cash equivalents\n 1,294,757\n\
\ 134,755\n (240,840)\n Cash equivalents beginning year\n 1,011,315\n 876,560\n\
\ 1,117,400\n end year\n $\n 2,306,072\n $\n 1,011,315\n $\n 876,560\n Supplemental\
\ Cash paid income taxes refunds\n $\n 396,668\n $\n 249,884\n\n$\n 396,668\n\
\ $\n 249,884\n $ 203,010\n Cash paid interest\n $\n 69,430\n\n66,193\n $\n 56,014\n\
\ Non-cash investing activities:\n Investment lease receivable applied building\
\ purchase\n $\n 80,439\n $ $\n Issuance common stock stock awards assumed business\
\ acquisitions\n $ 10,348\n $ $\n 677\n Notes Consolidated Financial Statements.\n\
\n\n"
- "Title: \nText: | _id | d1a7244a8 |\n| title | |\n| text | Expenditure on R&D\n\
TCS Innovation Labs are located in India and other parts of the world. These R&D\
\ centers, as certified by Department of Scientific & Industrial Research (DSIR)\
\ function from Pune, Chennai, Bengaluru, Delhi- NCR, Hyderabad, Kolkata and Mumbai.\n\
Expenditure incurred in the R&D centers and innovation centers during FY 2019\
\ and FY 2018 are given below:\n\nExpenditure on R&D and innovation \
\ | Unconsolidated | | Consolidated | \n\
------------------------------------------------------------------- | --------------\
\ | ------- | ------------ | -------\n \
\ | FY 2019 | FY 2018 | FY 2019 | FY 2018\n\
a. Capital | 2 \
\ | - | 2 | -\n\nb. Recurring \
\ | 303 | 295 | 306 | 298\
\ \nc. Total R&D expenditure (a+b) | 305\
\ | 295 | 308 | 298 \nd. Innovation center expenditure\
\ | 1,285 | 1,079 | 1,352 \
\ | 1,202 \ne. Total R&D and innovation expenditure (c+d) \
\ | 1,590 | 1,374 | 1,660 | 1,500\n\nf. R&D and innovation\
\ expenditure as a percentage of total turnover | 1.3% | 1.4% | 1.1%\
\ | 1.2%\n\nExpenditure on R&D\n TCS Innovation Labs located in India\
\ other parts world. R&D centers certified by Department of Scientific & Industrial\
\ Research (DSIR) function from Pune Chennai Bengaluru Delhi- NCR Hyderabad Kolkata\
\ Mumbai.\n Expenditure in R&D centers innovation centers during FY 2019 FY 2018\
\ given below:\n\nExpenditure on R&D and innovation \
\ | Unconsolidated | | Consolidated | \n-------------------------------------------------------------------\
\ | -------------- | ------- | ------------ | -------\n \
\ | FY 2019 | FY 2018 | FY\
\ 2019 | FY 2018\na. Capital \
\ | 2 | - | 2 | -\n\nb. Recurring \
\ | 303 | 295\
\ | 306 | 298 \nc. Total R&D expenditure (a+b) \
\ | 305 | 295 | 308 | 298 \n\
d. Innovation center expenditure | 1,285 \
\ | 1,079 | 1,352 | 1,202 \ne. Total R&D and innovation expenditure\
\ (c+d) | 1,590 | 1,374 | 1,660 | 1,500\n\
\nf. R&D and innovation expenditure as a percentage of total turnover | 1.3% \
\ | 1.4% | 1.1% | 1.2%\n\n\n"
- "Title: \nText: | _id | JPM20235630 |\n| title | |\n| text | Principal transactions\
\ revenue is driven by many factors, including: •the bid-offer spread, which is\
\ the difference between the price at which a market participant is willing and\
\ able to sell an instrument to the Firm and the price at which another market\
\ participant is willing and able to buy it from the Firm, and vice versa; and\
\ •realized and unrealized gains and losses on financial instruments and commodities\
\ transactions, including those accounted for under the fair value option, primarily\
\ used in\n\nunder the fair value option, primarily used in client-driven market-making\
\ activities.\n\nPrincipal transactions revenue driven by many factors, including:\
\ •the bid-offer spread, difference between price a market participant willing\
\ to sell an instrument to Firm and price another market participant willing to\
\ buy it from Firm, and vice versa; and •realized and unrealized gains and losses\
\ on financial instruments and commodities transactions, including those accounted\
\ for under fair value option, primarily used in client-driven market-making activities.\n\
\n\n"
- source_sentence: "Instruct: Given a web search query, retrieve relevant passages\
\ that answer the query.\nQuery: Title: \nText: | _id | q1a7226bc |\n| title |\
\ |\n| text | What Fiscal years are included in the table?\n\nWhat Fiscal years\
\ included in table?\n\n\n"
sentences:
- "Title: \nText: | _id | d1a7227c0 |\n| title | |\n| text | NOTE 17—SPECIAL CHARGES\
\ (RECOVERIES)\nSpecial charges (recoveries) include costs and recoveries that\
\ relate to certain restructuring initiatives that we have undertaken from time\
\ to time under our various restructuring plans, as well as acquisition-related\
\ costs and other charges.\n\n| | Year Ended June 30, | \n-----------------------------------------------------------\
\ | ------- | ------------------- | -------\n \
\ | 2019 | 2018 | 2017 \nFiscal\
\ 2019 Restructuring Plan | $28,318 | $— \
\ | $— \nFiscal 2018 Restructuring Plan \
\ | 515 | 10,154 | —\n\nFiscal 2017 Restructuring Plan \
\ | 898 | 7,207 | 33,827 \nRestructuring\
\ Plans prior to Fiscal 2017 Restructuring Plan | (620) | 279 \
\ | (340) \nAcquisition-related costs | 5,625\
\ | 4,805 | 15,938 \nOther charges (recoveries) \
\ | 983 | 6,766 | 14,193 \nTotal \
\ | $35,719 | $29,211 \
\ | $63,618\n\nNOTE 17—SPECIAL CHARGES (RECOVERIES)\n Special charges (recoveries)\
\ include costs recoveries relate to certain restructuring initiatives we undertaken\
\ time to under our various restructuring plans, acquisition-related costs other\
\ charges.\n\n| | Year Ended June 30, | \n-----------------------------------------------------------\
\ | ------- | ------------------- | -------\n \
\ | 2019 | 2018 | 2017 \nFiscal\
\ 2019 Restructuring Plan | $28,318 | $— \
\ | $— \nFiscal 2018 Restructuring Plan \
\ | 515 | 10,154 | —\n\nFiscal 2017 Restructuring Plan \
\ | 898 | 7,207 | 33,827 \nRestructuring\
\ Plans prior to Fiscal 2017 Restructuring Plan | (620) | 279 \
\ | (340) \nAcquisition-related costs | 5,625\
\ | 4,805 | 15,938 \nOther charges (recoveries) \
\ | 983 | 6,766 | 14,193 \nTotal \
\ | $35,719 | $29,211 \
\ | $63,618\n\n\n"
- "Title: \nText: | _id | d1a7138d8 |\n| title | |\n| text | Contractual Obligations\n\
The following table summarizes our significant contractual obligations at March\
\ 31, 2019, and the effect such obligations are expected to have on our liquidity\
\ and cash flows in future periods (in millions):\n(1) Operating lease obligations\
\ include $18.1 million of future lease payments which is recorded as a liability\
\ on the balance sheet as of March 31, 2019. This obligation is due under an operating\
\ lease from our acquisition of Atmel for a building in San Jose, California.\n\
\n(2) Capital purchase obligations represent commitments for construction or purchases\
\ of property, plant and equipment. These obligations were not recorded as liabilities\
\ on our balance sheet as of March 31, 2019, as we have not yet received the related\
\ goods or taken title to the property.\n(3) Other purchase obligations and commitments\
\ include payments due under various types of licenses and outstanding purchase\
\ commitments with our wafer foundries.\n(4) The Term Loan Facility matures on\
\ May 29, 2025.\n\n(5) For purposes of this table, we have assumed that the principal\
\ of our 2023 revolving loans outstanding at March 31, 2019 will be paid on May\
\ 18, 2023, which is the maturity date of such borrowings.\n(6) For purposes of\
\ this table, we have assumed that the principal of our 2017 senior convertible\
\ debt will be paid on February 15, 2027, which is the maturity date of such debt.\n\
\n(7) For purposes of this table, we have assumed that the principal of our 2015\
\ Senior Convertible Debt will be paid on February 15, 2025, which is the maturity\
\ date of such debt.\n(8) For purposes of this table, we have assumed that the\
\ principal of our 2017 Junior Convertible Debt will be paid on February 15, 2037,\
\ which is the maturity date of such debt.\n\n(9) For purposes of this table,\
\ pension obligations due in more than 5 years represent the expected pension\
\ payments from 2025 through 2029. It excludes pension obligations subsequent\
\ to 2029.\n\n(10) During fiscal 2018, we recognized a provisionary one-time transition\
\ tax on accumulated unrepatriated foreign earnings, estimated at $644.7 million,\
\ as a result of the recent U.S. tax reform. As of December 31, 2018, with the\
\ conclusion of the measurement period in accordance with SAB 118, we increased\
\ this amount by $13.1 million to $657.8 million, of which we expect cash payments\
\ of approximately $280.7 million after offsets by the utilization of various\
\ tax attribute carryforwards in the United\n\nvarious tax attribute carryforwards\
\ in the United States. Our first payment on this obligation of $35.0 million\
\ was made in the quarter ended September 30, 2018 and we expect future cash payments\
\ of approximately $245.7 million. This tax is to be paid over a period of eight\
\ years, with 8% of the transition tax paid each year for fiscal 2019 through\
\ fiscal 2023, and 15%, 20%, and 25%, respectively, to be paid during fiscal 2024,\
\ 2025, and 2026.\n\n(11) The contractual obligations do not include amounts related\
\ to uncertain tax positions because reasonable estimates cannot be made.\n\n\
Purchase orders or contracts for the purchase of raw materials and other goods\
\ and services, with the exception of commitments to our wafer foundries, are\
\ not included in the table above. We are not able to determine the aggregate\
\ amount of such purchase orders that represent contractual obligations, as purchase\
\ orders may represent authorizations to purchase rather than binding agreements.\
\ For the purpose of this table, contractual obligations for the purchase of goods\
\ or services are defined as\n\nthe purchase of goods or services are defined\
\ as agreements that are enforceable and legally binding on us and that specify\
\ all significant terms, including: fixed or minimum quantities to be purchased;\
\ fixed, minimum or variable price provisions; and the approximate timing of the\
\ transaction. Our purchase orders are based on our current manufacturing needs\
\ and are fulfilled by our vendors with short time horizons. We do not have significant\
\ agreements for the purchase of raw materials or other goods\n\nfor the purchase\
\ of raw materials or other goods specifying minimum quantities or set prices\
\ that exceed our expected requirements for three months. We also enter into contracts\
\ for outsourced services; however, the obligations under these contracts were\
\ not significant and the contracts generally contain clauses allowing for cancellation\
\ without significant penalty.\n\nThe expected timing of payment of the obligations\
\ discussed above is estimated based on current information. Timing of payments\
\ and actual amounts paid may be different depending on the time of receipt of\
\ goods or services or changes to agreed-upon amounts for some obligations.\n\n\
| | | Payments Due by Period | | \
\ \n---------------------------------------------- | --------- | ----------------\
\ | ---------------------- | ----------- | -----------------\n \
\ | Total | Less than 1 year | 1 – 3 years\
\ | 3 – 5 years | More than 5 years\n\nOperating lease obligations\
\ (1) | $167.1 | $49.0 | $68.4 |\
\ $27.1 | $22.6 \nCapital purchase obligations (2) \
\ | 18.8 | 18.8 | — | — |\
\ — \nOther purchase obligations and commitments (3) | 205.6 \
\ | 194.9 | 10.5 | 0.2 | —\n\nTerm Loan\
\ Facility (4) | 2,435.4 | 72.5 | 174.7\
\ | 174.4 | 2,013.8 \nRevolving Credit Facility\
\ (5) | 3,879.0 | 147.0 | 294.0 \
\ | 3,438.0 | — \n2023 and 2021 Senior Notes \
\ | 2,293.0 | 82.5 | 1,145.5 | 1,065.0 \
\ | —\n\n2017 Senior Convertible Debt (6) | 2,339.1 | 33.6 \
\ | 67.3 | 67.3 | 2,170.9 \n2015 Senior\
\ Convertible Debt (7) | 1,893.2 | 28.0 | 56.1 \
\ | 56.1 | 1,753.0 \n2017 Junior Convertible Debt\
\ (8) | 964.0 | 15.4 | 30.9 |\
\ 30.9 | 886.8\n\nPension obligations (9) | 20.7\
\ | 1.3 | 3.4 | 4.1 | 11.9 \
\ \nTransition tax obligation (10) | 245.7 | 9.9 \
\ | 44.9 | 64.6 | 126.3 \nTotal\
\ contractual obligations (11) | $14,461.6 | $652.9 | $1,895.7\
\ | $4,927.7 | $6,985.3\n\nContractual Obligations\n following\
\ table summarizes our significant contractual obligations at March 31, 2019,\
\ and effect obligations expected on our liquidity and cash flows in future periods\
\ (in millions):\n (1) Operating lease obligations include $18. 1 million of future\
\ lease payments recorded as a liability on balance sheet as of March 31, 2019.\
\ obligation due under operating lease from our acquisition of Atmel for building\
\ in San Jose, California.\n\n(2) Capital purchase obligations represent commitments\
\ for construction or purchases of property, plant and equipment. obligations\
\ not recorded as liabilities on balance sheet as of March 31, 2019, not yet received\
\ related goods or taken title to property.\n (3) Other purchase obligations and\
\ commitments include payments due under various licenses and outstanding purchase\
\ commitments with wafer foundries.\n (4) Term Loan Facility matures on May 29,\
\ 2025.\n\n(4) Term Loan Facility matures on May 29, 2025.\n (5) For assumed principal\
\ of our 2023 revolving loans outstanding at March 31, 2019 will be paid on May\
\ 18, 2023, maturity date of borrowings.\n (6) For assumed principal of 2017 senior\
\ convertible debt will be paid on February 15, 2027, maturity date of such debt.\n\
\ (7) For, assumed principal of 2015 Senior Convertible Debt be paid on February\
\ 15, 2025, maturity date of such debt.\n\n(8) For assumed principal of our 2017\
\ Junior Convertible Debt will be paid on February 15, 2037, is maturity date\
\ of such debt.\n (9) For table pension obligations due in more than 5 years represent\
\ expected pension payments from 2025 through 2029. excludes pension obligations\
\ subsequent to 2029.\n\n(10) During fiscal 2018, recognized provisionary one-time\
\ transition tax on accumulated unrepatriated foreign earnings, estimated at $644.\
\ 7 million, as result of recent U. S. tax reform.As of December 31, 2018 conclusion\
\ of measurement period with SAB 118, increased amount by $13. 1 million to $657.\
\ 8 million expect cash payments of approximately $280. 7 million after offsets\
\ by utilization of various tax attribute carryforwards in United States. first\
\ payment on obligation of $35. 0 million made in\n\npayment on obligation of\
\ $35. 0 million made in quarter ended September 30, 2018 expect future cash payments\
\ of approximately $245. 7 million. tax to paid over period eight years 8% of\
\ transition tax paid each year for fiscal 2019 through fiscal 2023, 15%, 20%,\
\ and 25%, respectively, paid during fiscal 2024, 2025, and 2026.\n\n(11) contractual\
\ obligations do not include amounts related to uncertain tax positions reasonable\
\ estimates cannot be made.\n\nPurchase orders or contracts for purchase of raw\
\ materials and other goods and services, with exception of commitments to wafer\
\ foundries not included in table above. not able to determine aggregate amount\
\ of purchase orders represent contractual obligations purchase orders may represent\
\ authorizations to purchase rather than binding agreements. For table contractual\
\ obligations for purchase of goods or services defined as agreements enforceable\
\ and legally binding specify all significant terms including\n\nbinding specify\
\ all significant terms including fixed or minimum quantities to be purchased;\
\ fixed, minimum or variable price provisions; approximate timing of transaction.\
\ purchase orders based on current manufacturing needs fulfilled by vendors with\
\ short time horizons. not have significant agreements for purchase of raw materials\
\ or other goods specifying minimum quantities or set prices exceed expected requirements\
\ for three months. also enter into contracts for outsourced services; obligations\
\ under\n\nfor outsourced services; obligations under these contracts not significant\
\ contracts generally contain clauses allowing for cancellation without significant\
\ penalty.\n\nexpected timing of payment of obligations discussed above estimated\
\ based on current information.Timing of payments actual amounts paid may different\
\ depending time receipt of goods services changes to agreed-upon amounts for\
\ some obligations.\n\n| | | Payments Due by Period\
\ | | \n----------------------------------------------\
\ | --------- | ---------------- | ---------------------- | ----------- | -----------------\n\
\ | Total | Less than 1 year\
\ | 1 – 3 years | 3 – 5 years | More than 5 years\nOperating lease\
\ obligations (1) | $167.1 | $49.0 | $68.4 \
\ | $27.1 | $22.6\n\nCapital purchase obligations (2) \
\ | 18.8 | 18.8 | — | — \
\ | — \nOther purchase obligations and commitments (3) | 205.6\
\ | 194.9 | 10.5 | 0.2 | — \
\ \nTerm Loan Facility (4) | 2,435.4 | 72.5 \
\ | 174.7 | 174.4 | 2,013.8\n\nRevolving Credit\
\ Facility (5) | 3,879.0 | 147.0 | 294.0 \
\ | 3,438.0 | — \n2023 and 2021 Senior Notes \
\ | 2,293.0 | 82.5 | 1,145.5 | 1,065.0\
\ | — \n2017 Senior Convertible Debt (6) | 2,339.1\
\ | 33.6 | 67.3 | 67.3 | 2,170.9\n\n2015\
\ Senior Convertible Debt (7) | 1,893.2 | 28.0 | 56.1\
\ | 56.1 | 1,753.0 \n2017 Junior Convertible\
\ Debt (8) | 964.0 | 15.4 | 30.9 \
\ | 30.9 | 886.8 \nPension obligations (9) \
\ | 20.7 | 1.3 | 3.4 | 4.1 \
\ | 11.9\n\nTransition tax obligation (10) | 245.7 | 9.9\
\ | 44.9 | 64.6 | 126.3 \nTotal\
\ contractual obligations (11) | $14,461.6 | $652.9 | $1,895.7\
\ | $4,927.7 | $6,985.3\n\n\n"
- "Title: \nText: | _id | d82cf69e0 |\n| title | |\n| text | Consolidated gold\
\ sales are expected to increase to approximately 495,000 to 530,000 ounces in\
\ 2008 mainly due to the processing of higher grade material.\nCosts applicable\
\ to sales of approximately $485 to $520 per ounce is expected for 2008.\nThe\
\ expected increase is mainly due to higher fuel, power, contract services and\
\ consumable costs.\n\nDuring 2007, Newmont and other gold companies with production\
\ in Ghana, formed a consortium to import power generation equipment and constructed\
\ an 80 mega-watt power plant.\nThe plant was completed during the fourth quarter\
\ of 2007 and is being commissioned.\n\nAs a result of the mining industry\x80\
\x99s initiative to install the power plant, the Ghanaian government has agreed,\
\ if required to curtail power consumption as a result of power shortages, to\
\ distribute power proportionately between participating mines and other industrial\
\ and commercial customers.\n\nConsolidated gold sales expected to increase to\
\ approximately 495,000 to 530,000 ounces in 2008 mainly due to processing of\
\ higher grade material.\n Costs applicable to sales of approximately $485 to\
\ $520 per ounce expected for 2008.\n expected increase mainly due to higher fuel,\
\ power contract services consumable costs.\n 2007, Newmont other gold companies\
\ with production in Ghana formed consortium to import power generation equipment\
\ constructed 80 mega-watt power plant.\n\nplant completed fourth quarter of 2007\
\ being commissioned.\n result mining industry\x80\x99s initiative to install\
\ power plant Ghanaian government agreed if required to curtail power consumption\
\ power shortages to distribute power proportionately between participating mines\
\ other industrial commercial customers.\n\n\n"
- source_sentence: "Instruct: Given a web search query, retrieve relevant passages\
\ that answer the query.\nQuery: Title: \nText: | _id | qd4984476 |\n| title |\
\ |\n| text | what is the value of the company 2019s purchased distressed loan\
\ portfolio in 2010?\n\nvalue of company 2019s purchased distressed loan portfolio\
\ in 2010?\n\n\n"
sentences:
- "Title: \nText: | _id | d1a73ee34 |\n| title | |\n| text | AMERICAN TOWER CORPORATION\
\ AND SUBSIDIARIES NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (Tabular amounts\
\ in millions, unless otherwise disclosed)\n2018 Transactions\nDuring the year\
\ ended December 31, 2019, the allocation of the final purchase price for the\
\ acquisition of Idea Cellular Infrastructure Services Limited was finalized with\
\ no material post-closing adjustments. During the year ended December 31, 2019,\
\ there were no material post-closing adjustments that impacted other 2018 acquisitions.\n\
\nPro Forma Consolidated Results (Unaudited)\n\nThe following table presents the\
\ unaudited pro forma financial results as if the 2019 acquisitions had occurred\
\ on January 1, 2018 and the 2018 acquisitions had occurred on January 1, 2017.\
\ The pro forma results do not include any anticipated cost synergies, costs or\
\ other integration impacts. Accordingly, such pro forma amounts are not necessarily\
\ indicative of the results that actually would have occurred had the transactions\
\ been completed on the dates indicated, nor are they indicative of the future\n\
\nindicated, nor are they indicative of the future operating results of the Company.\n\
\n| Year Ended December 31, | \n-----------------------------------------------------------------------------------\
\ | ----------------------- | --------\n \
\ | 2019 | 2018\
\ \nPro forma revenues \
\ | $7,904.2 | $7,936.0\n\nPro forma net income attributable\
\ to American Tower Corporation common stockholders | $1,844.9 \
\ | $1,122.6\nPro forma net income per common share amounts: \
\ | | \nBasic net income attributable\
\ to American Tower Corporation common stockholders | $4.17 \
\ | $2.55 \nDiluted net income attributable to American Tower Corporation\
\ common stockholders | $4.14 | $2.53\n\nAMERICAN TOWER CORPORATION\
\ AND SUBSIDIARIES NOTES TO CONSOLIDATED FINANCIAL STATEMENTS (Tabular amounts\
\ in millions, unless otherwise disclosed)\n 2018 Transactions\n year ended December\
\ 31, 2019, allocation of final purchase price for acquisition of Idea Cellular\
\ Infrastructure Services Limited finalized with no material post-closing adjustments.\
\ year ended December 31, 2019 no material post-closing adjustments impacted other\
\ 2018 acquisitions.\n Pro Forma Consolidated Results (Unaudited)\n\nPro Forma\
\ Consolidated Results (Unaudited)\n following table presents unaudited pro forma\
\ financial results as if 2019 acquisitions occurred on January 1, 2018 and 2018\
\ acquisitions occurred January 1, 2017. pro forma results not include anticipated\
\ cost synergies, costs or other integration impacts. pro forma amounts not necessarily\
\ indicative of results occurred transactions completed on dates indicated, nor\
\ indicative of future operating results of Company.\n\n| Year Ended December\
\ 31, | \n-----------------------------------------------------------------------------------\
\ | ----------------------- | --------\n \
\ | 2019 | 2018\
\ \nPro forma revenues \
\ | $7,904.2 | $7,936.0\n\nPro forma net income attributable\
\ to American Tower Corporation common stockholders | $1,844.9 \
\ | $1,122.6\nPro forma net income per common share amounts: \
\ | | \nBasic net income attributable\
\ to American Tower Corporation common stockholders | $4.17 \
\ | $2.55 \nDiluted net income attributable to American Tower Corporation\
\ common stockholders | $4.14 | $2.53\n\n\n"
- "Title: \nText: | _id | dd49753cc |\n| title | |\n| text | included in the corporate\
\ and consumer loan tables above are purchased distressed loans , which are loans\
\ that have evidenced significant credit deterioration subsequent to origination\
\ but prior to acquisition by citigroup .\nin accordance with sop 03-3 , the difference\
\ between the total expected cash flows for these loans and the initial recorded\
\ investments is recognized in income over the life of the loans using a level\
\ yield .\n\naccordingly , these loans have been excluded from the impaired loan\
\ information presented above .\nin addition , per sop 03-3 , subsequent decreases\
\ to the expected cash flows for a purchased distressed loan require a build of\
\ an allowance so the loan retains its level yield .\n\nhowever , increases in\
\ the expected cash flows are first recognized as a reduction of any previously\
\ established allowance and then recognized as income prospectively over the remaining\
\ life of the loan by increasing the loan 2019s level yield .\nwhere the expected\
\ cash flows cannot be reliably estimated , the purchased distressed loan is accounted\
\ for under the cost recovery method .\n\nthe carrying amount of the company 2019s\
\ purchased distressed loan portfolio at december 31 , 2010 was $ 392 million\
\ , net of an allowance of $ 77 million as of december 31 , 2010 .\nthe changes\
\ in the accretable yield , related allowance and carrying amount net of accretable\
\ yield for 2010 are as follows : in millions of dollars accretable carrying amount\
\ of loan receivable allowance .\n\nin millions of dollars | accretable\
\ yield | carrying amount of loan receivable | allowance \n--------------------------------------\
\ | ---------------- | ---------------------------------- | ----------\nbeginning\
\ balance | $ 27 | $ 920 \
\ | $ 95 \npurchases ( 1 ) | 1 \
\ | 130 | 2014\n\ndisposals/payments received\
\ | -11 ( 11 ) | -594 ( 594 ) | 2014 \
\ \naccretion | -44 ( 44 ) | 44 \
\ | 2014 \nbuilds ( reductions ) to the allowance\
\ | 128 | 2014 | -18 ( 18 )\nincrease\
\ to expected cash flows | -2 ( 2 ) | 19 \
\ | 2014\n\nfx/other | 17 \
\ | -50 ( 50 ) | 2014 \nbalance at december 31\
\ 2010 ( 2 ) | $ 116 | $ 469 | $\
\ 77\n\n( 1 ) the balance reported in the column 201ccarrying amount of loan receivable\
\ 201d consists of $ 130 million of purchased loans accounted for under the level-yield\
\ method and $ 0 under the cost-recovery method .\nthese balances represent the\
\ fair value of these loans at their acquisition date .\nthe related total expected\
\ cash flows for the level-yield loans were $ 131 million at their acquisition\
\ dates .\n\n( 2 ) the balance reported in the column 201ccarrying amount of loan\
\ receivable 201d consists of $ 315 million of loans accounted for under the level-yield\
\ method and $ 154 million accounted for under the cost-recovery method.\n\nin\
\ corporate consumer loan tables are purchased distressed loans loans evidenced\
\ significant credit deterioration subsequent to origination prior to acquisition\
\ by citigroup.\n with sop 03-3 difference between total expected cash flows\
\ for these loans and initial recorded investments is recognized in income over\
\ life of loans using level yield.\n these loans excluded from impaired loan information.\n\
\nper sop 03-3 subsequent decreases to expected cash flows for purchased distressed\
\ loan require build of allowance so loan retains level yield.\n increases in\
\ expected cash flows first recognized as reduction of established allowance and\
\ then recognized as income prospectively over remaining life loan by increasing\
\ loan 2019s level yield.\n where expected cash flows cannot be reliably estimated\
\ purchased distressed loan is accounted for under cost recovery method.\n\ncarrying\
\ amount of company 2019s purchased distressed loan portfolio at december 31,\
\ 2010 was $ 392 million , net of allowance of $ 77 million as of december 31\
\ , 2010.\n changes in accretable yield , related allowance and carrying amount\
\ net of accretable yield for 2010 are as follows : in millions of dollars accretable\
\ carrying amount of loan receivable allowance.\n\nbalance reported in column\
\ 201ccarrying amount of loan receivable 201d consists of $ 130 million of purchased\
\ loans accounted for under level-yield method and $ 0 under cost-recovery method.\n\
\ these balances represent fair value of loans at acquisition date.\n total expected\
\ cash flows for level-yield loans were $ 131 million at acquisition dates.\n\n\
balance in column 201ccarrying amount of loan receivable 201d consists of $ 315\
\ million of loans accounted for under level-yield method and $ 154 million accounted\
\ for under cost-recovery method.\n\nin millions of dollars |\
\ accretable yield | carrying amount of loan receivable | allowance\n--------------------------------------\
\ | ---------------- | ---------------------------------- | ----------\nbeginning\
\ balance | $ 27 | $ 920 \
\ | $ 95\npurchases ( 1 ) | 1 |\
\ 130 | 2014\n\ndisposals/payments received \
\ | -11 ( 11 ) | -594 ( 594 ) | 2014\naccretion\
\ | -44 ( 44 ) | 44 \
\ | 2014\nbuilds ( reductions ) to the allowance | 128 |\
\ 2014 | -18 ( 18 )\nincrease to expected cash flows\
\ | -2 ( 2 ) | 19 | 2014\n\nfx/other\
\ | 17 | -50 ( 50 ) \
\ | 2014\nbalance at december 31 2010 ( 2 ) | $ 116 \
\ | $ 469 | $ 77\n\n\n"
- "Title: \nText: | _id | d824b7f4a |\n| title | |\n| text | OTHER CONTINGENCIES\
\ — INDEMNIFICATIONS Equatorial Guinea Tax Claim: In 2004, we received a request\
\ for indemnification from the purchaser of CMS Oil and Gas.\nThe indemnification\
\ claim relates to the sale of our oil, gas and methanol projects in Equatorial\
\ Guinea and the claim of the government of Equatorial Guinea that we owe $142\
\ million in taxes in connection with that sale.\n\nCMS Energy concluded that\
\ the government’s tax claim is without merit and the purchaser of CMS Oil and\
\ Gas submitted a response to the government rejecting the claim.\nThe government\
\ of Equatorial Guinea has indicated that it still intends to pursue its claim.\n\
We cannot predict the financial impact or outcome of this matter.\nMoroccan Tax\
\ Claim: In May 2007, we sold our 50 percent interest in Jorf Lasfar.\n\nAs part\
\ of the sale agreement, we agreed to indemnify the purchaser for 50 percent of\
\ any tax assessments on Jorf Lasfar attributable to tax years prior to the sale.\n\
In December 2007, the Moroccan tax authority concluded its audit of Jorf Lasfar\
\ for tax years 2003 through 2005.\nThe audit asserted deficiencies in certain\
\ corporate and withholding taxes.\n\nIn January 2009, we paid $18 million, which\
\ was charged against a tax indemnification liability established when we recorded\
\ the sale of Jorf Lasfar, and accordingly it did not affect earnings.\n\nMarathon\
\ Indemnity Claim regarding F. T. Barr Claim: On December 3, 2001, F. T. Barr,\
\ an individual with an overriding royalty interest in production from the Alba\
\ field, filed a lawsuit in Harris County District Court in Texas against CMS\
\ Energy, CMS Oil and Gas and other defendants alleging that his overriding royalty\
\ payments related to Alba field production were improperly calculated.\n\nCMS\
\ Oil and Gas believes that Barr was paid properly on gas sales and that he was\
\ not entitled to the additional overriding royalty payment sought.\nAll parties\
\ signed a confidential settlement agreement on April 26, 2004.\nThe settlement\
\ resolved claims between Barr and the defendants, and the involved CMS Energy\
\ entities reserved all defenses to any indemnity claim relating to the settlement.\n\
\nThere is disagreement between Marathon and certain current or former CMS Energy\
\ entities as to the existence and scope of any indemnity obligations to Marathon\
\ in connection with the settlement.\nBetween April 2005 and April 2008, there\
\ were no further communications between Marathon and CMS Energy entities regarding\
\ this matter.\nIn April 2008, Marathon indicated its intent to pursue the indemnity\
\ claim.\n\nPresent and former CMS Energy entities and Marathon entered into an\
\ agreement tolling the statute of limitations on any claim by Marathon under\
\ the indemnity.\nCMS Energy entities dispute Marathon’s claim, and will vigorously\
\ oppose it if raised in any legal proceeding.\nCMS Energy entities also will\
\ assert that Marathon has suffered minimal, if any, damages.\nCMS Energy cannot\
\ predict the outcome of this matter.\n\nIf Marathon’s claim were sustained, it\
\ would have a material effect on CMS Energy’s future earnings and cash flow.\n\
\nOTHER CONTINGENCIES — INDEMNIFICATIONS Equatorial Guinea Tax Claim: 2004, we\
\ received request for indemnification from purchaser of CMS Oil and Gas.\n indemnification\
\ claim relates to sale of our oil, gas methanol projects in Equatorial Guinea\
\ claim of government of Equatorial Guinea we owe $142 million in taxes connection\
\ with sale.\n CMS Energy concluded government’s tax claim without merit purchaser\
\ CMS Oil and Gas submitted response to government rejecting claim.\n\ngovernment\
\ of Equatorial Guinea still intends to pursue claim.\n cannot predict financial\
\ impact or outcome of matter.\n Moroccan Tax Claim: May 2007, we sold 50 percent\
\ interest in Jorf Lasfar.\n sale agreement agreed to indemnify purchaser for\
\ 50 percent of tax assessments on Jorf Lasfar attributable to tax years prior\
\ to sale.\n December 2007, Moroccan tax authority concluded audit of Jorf Lasfar\
\ for tax years 2003 through 2005.\n audit asserted deficiencies in corporate\
\ and withholding taxes.\n\nJanuary 2009, paid $18 million charged against tax\
\ indemnification liability established recorded sale Jorf Lasfar did not affect\
\ earnings.\n Marathon Indemnity Claim regarding F. T. Barr Claim: December 3,\
\ 2001, F. T. Barr, individual with overriding royalty interest in production\
\ from Alba field filed lawsuit in Harris County District Court in Texas against\
\ CMS Energy, CMS Oil and Gas other defendants alleging overriding royalty payments\
\ related to Alba field production were improperly calculated.\n\nCMS Oil and\
\ Gas believes Barr was paid properly on gas sales not entitled to additional\
\ overriding royalty payment sought.\n parties signed confidential settlement\
\ agreement on April 26, 2004.\n settlement resolved claims between Barr defendants\
\ involved CMS Energy entities reserved all defenses to any indemnity claim relating\
\ to settlement.\ndisagreement between Marathon and current or former CMS Energy\
\ entities to existence scope of indemnity obligations to Marathon in connection\
\ with settlement.\n\nBetween April 2005 and April 2008, no further communications\
\ between Marathon and CMS Energy entities regarding this matter.\n In April 2008,\
\ Marathon indicated intent to pursue indemnity claim.\n Present former CMS Energy\
\ entities and Marathon entered agreement tolling statute of limitations on any\
\ claim by Marathon under indemnity.\n CMS Energy entities dispute Marathon’s\
\ claim vigorously oppose it if raised in legal proceeding.\n CMS Energy entities\
\ assert Marathon suffered minimal, if, damages.\n\nCMS Energy cannot predict\
\ outcome matter.\n If Marathon’s claim sustained material effect on CMS Energy’s\
\ future earnings and cash flow.\n\n\n"
- source_sentence: "Instruct: Given a web search query, retrieve relevant passages\
\ that answer the query.\nQuery: Title: \nText: | _id | q83b376e4 |\n| title |\
\ |\n| text | what was the change in the weighted average interest rate earned\
\ by the company on its cash , cash equivalents , and short-term investments between\
\ 2007 and 2006?\n\nchange in weighted average interest rate earned by company\
\ on its cash , cash equivalents short-term investments between 2007 and 2006?\n\
\n\n"
sentences:
- "Title: \nText: | _id | d8366a422 |\n| title | |\n| text | | | Three Months\
\ Ended During 2008 |\n| | March 31 | June 30 | September 30 | December 31 |\n\
| | (in thousands, except share data, unaudited) |\n| Total revenues | $245,052\
\ | $249,054 | $268,447 | $263,265 |\n| Income before income taxes, equity income\
\ from unconsolidated joint ventures and minority interests' share in earnings\
\ | 37,495 | 43,976 | 100,211 | 44,876 |\n| Total discontinued operations | 19,457\
\ | 194,018 | 30,450 | 241 |\n\n| Net income applicable to common shares | 45,129\
\ | 227,012 | 120,135 | 35,089 |\n| Dividends paid per common share | 0.455 |\
\ 0.455 | 0.455 | 0.455 |\n| Basic earnings per common share | 0.21 | 0.97 | 0.49\
\ | 0.14 |\n| Diluted earnings per common share | 0.21 | 0.96 | 0.49 | 0.14 |\n\
The following table summarizes our outstanding interest rate swap contracts as\
\ of December 31, 2010 (dollars in thousands):\n\n| | Three Months Ended During\
\ 2008 |\n| | March 31 | June 30 | September 30 | December 31 |\n| | (in thousands,\
\ except share data, unaudited) |\n| Total revenues | $245,052 | $249,054 | $268,447\
\ | $263,265 |\n| Income before income taxes, equity income from unconsolidated\
\ joint ventures and minority interests' share in earnings | 37,495 | 43,976 |\
\ 100,211 | 44,876 |\n| Total discontinued operations | 19,457 | 194,018 | 30,450\
\ | 241 |\n\n| Net income applicable to common shares | 45,129 | 227,012 | 120,135\
\ | 35,089 |\n| Dividends paid per common share | 0.455 | 0.455 | 0.455 | 0.455\
\ |\n| Basic earnings per common share | 0.21 | 0.97 | 0.49 | 0.14 |\n| Diluted\
\ earnings per common share | 0.21 | 0.96 | 0.49 | 0.14 |\n\n\n"
- "Title: \nText: | _id | d815e5b7a |\n| title | |\n| text | countries which totaled\
\ between .75% and 1% of our consolidated total assets at December 31, 2009 amounted\
\ to $1.26 billion (Italy).\nAggregate cross-border outstandings to countries\
\ which totaled between .75% and 1% of our consolidated total assets at December\
\ 31, 2008 amounted to $3.45 billion (Canada and Germany).\nThere were no cross-border\
\ outstandings to countries which totaled between .75% and 1% of our consolidated\
\ total assets as of December 31, 2007.\n\nCapital The management of regulatory\
\ and economic capital both involve key metrics evaluated by management to assess\
\ whether our actual level of capital is commensurate with our risk profile, is\
\ in compliance with all regulatory requirements, and is sufficient to provide\
\ us with the financial flexibility to undertake future strategic business initiatives.\n\
\nRegulatory Capital Our objective with respect to regulatory capital management\
\ is to maintain a strong capital base in order to provide financial flexibility\
\ for our business needs, including funding corporate growth and supporting customers\x80\
\x99 cash management needs, and to provide protection against loss to depositors\
\ and creditors.\n\nWe strive to maintain an optimal level of capital, commensurate\
\ with our risk profile, on which an attractive return to shareholders is expected\
\ to be realized over both the short and long term, while protecting our obligations\
\ to depositors and creditors and satisfying regulatory capital adequacy requirements.\n\
\nOur capital management process focuses on our risk exposures, our regulatory\
\ capital requirements, the evaluations of the major independent credit rating\
\ agencies that assign ratings to our public debt and our capital position relative\
\ to our peers.\n\nOur Capital Committee, working in conjunction with our Asset\
\ and Liability Committee, referred to as ALCO, oversees the management of regulatory\
\ capital, and is responsible for ensuring capital adequacy with respect to regulatory\
\ requirements, internal targets and the expectations of the major independent\
\ credit rating agencies.\nThe primary regulator of both State Street and State\
\ Street Bank for regulatory capital purposes is the Federal Reserve.\n\nBoth\
\ State Street and State Street Bank are subject to the minimum capital requirements\
\ established by the Federal Reserve and defined in the Federal Deposit Insurance\
\ Corporation Improvement Act of 1991.\nState Street Bank must meet the regulatory\
\ capital thresholds for \x80\x9Cwell capitalized\x80\x9D in order for the parent\
\ company to maintain its status as a financial holding company.\n\nRegulatory\
\ capital ratios and related regulatory guidelines for State Street and State\
\ Street Bank were as follows as of December 31:\n| | REGULATORY GUIDELINES |\
\ STATE STREET | STATE STREET BANK |\n| | Minimum | Well Capitalized | 2009\
\ | 2008 -2 | 2009 | 2008-2 |\n| Regulatory capital ratios: | | | | | | \
\ |\n| Tier 1 risk-based capital | 4% | 6% | 17.7% | 20.3% | 17.3% | 19.8% |\n\
| Total risk-based capital | 8 | 10 | 19.1 | 21.6 | 19.0 | 21.3 |\n\n| Tier 1\
\ leverage ratio-1 | 4 | 5 | 8.5 | 7.8 | 8.2 | 7.6 |\n(1) Regulatory guideline\
\ for well capitalized applies only to State Street Bank.\n(2) Tier 1 and total\
\ risk-based capital and tier 1 leverage ratios exclude the impact, where applicable,\
\ of the asset-backed commercial paper purchased under the Federal Reserve\x80\
\x99s AMLF, as permitted by the AMLF\x80\x99s terms and conditions.\n\nAt December\
\ 31, 2009, State Street\x80\x99s and State Street Bank\x80\x99s tier 1 and total\
\ risk-based capital ratios decreased compared to year-end 2008.\nWith respect\
\ to State Street, the loss associated with the May 2009 conduit consolidation\
\ and the June 2009 redemption of the equity received from the U. S. Treasury\
\ in connection with the TARP Capital Purchase Program, partly offset by the aggregate\
\ impact of the May 2009 public offering\n\nMANAGEMENT\x80\x99S DISCUSSION AND\
\ ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS (Continued) on a number\
\ of factors, including, but not limited to, the level of housing prices and the\
\ timing of defaults.\nTo the extent that such factors differ significantly from\
\ management's current expectations, resulting loss estimates may differ materially\
\ from those stated.\n\nExcluding other-than-temporary impairment recorded in\
\ 2014, management considers the aggregate decline in fair value of the remaining\
\ investment securities and the resulting gross unrealized losses as of December\
\ 31, 2014 to be temporary and not the result of any material changes in the credit\
\ characteristics of the securities.\n\nAdditional information about these gross\
\ unrealized losses is provided in note 3 to the consolidated financial statements\
\ included under Item 8 of this Form 10-K. Loans and Leases TABLE 26: U. S. \
\ AND NON- U. S. LOANS AND LEASES\n\ncountries totaled between. 75% and 1% of\
\ consolidated total assets at December 31, 2009 amounted to $1. 26 billion (Italy).\n\
\ Aggregate cross-border outstandings to countries totaled between. 75% and 1%\
\ of consolidated total assets at December 31, 2008 amounted to $3. 45 billion\
\ (Canada and Germany).\n no cross-border outstandings to countries totaled between.\
\ 75% and 1% of consolidated total assets as of December 31, 2007.\n\nCapital\
\ management of regulatory and economic capital involve key metrics evaluated\
\ by management to assess actual level of capital commensurate with risk profile\
\ in compliance with regulatory requirements, sufficient to provide financial\
\ flexibility to undertake future strategic business initiatives.\n\nRegulatory\
\ Capital objective regulatory capital management is to maintain strong capital\
\ base to provide financial flexibility for business needs including funding corporate\
\ growth supporting customers\x80\x99 cash management needs provide protection\
\ against loss to depositors and creditors.\n\nstrive to maintain optimal level\
\ of capital commensurate with risk profile attractive return to shareholders\
\ expected to be realized over short and long term while protecting obligations\
\ to depositors and creditors satisfying regulatory capital adequacy requirements.\n\
\ capital management process focuses on risk exposures, regulatory capital requirements\
\ evaluations of major independent credit rating agencies assign ratings to public\
\ debt and capital position relative to peers.\n\nCapital Committee, with Asset\
\ and Liability Committee as ALCO, oversees management of regulatory capital responsible\
\ for ensuring capital adequacy with regulatory requirements, internal targets\
\ expectations of major independent credit rating agencies.\n primary regulator\
\ of State Street and State Street Bank for regulatory capital purposes is Federal\
\ Reserve.\n\nBoth State Street Bank subject to minimum capital requirements established\
\ by Federal Reserve defined in Federal Deposit Insurance Corporation Improvement\
\ Act of 1991.\nState Street Bank must meet regulatory capital thresholds for\
\ \x80\x9Cwell capitalized\x80\x9D for parent company to maintain status as financial\
\ holding company.\n Regulatory capital ratios related regulatory guidelines for\
\ State Street and State Street Bank were as of December 31:\n\n(2) Tier 1 total\
\ risk-based capital tier 1 leverage ratios exclude impact of asset-backed commercial\
\ paper purchased under Federal Reserve\x80\x99s AMLF, as permitted by AMLF\x80\
\x99s terms and conditions.\n At December 31, 2009, State Street\x80\x99s and\
\ State Street Bank\x80\x99s tier 1 total risk-based capital ratios decreased\
\ compared to year-end 2008.\n\nState Street, loss associated with May 2009 conduit\
\ consolidation June 2009 redemption of equity received from U. S. Treasury in\
\ TARP Capital Purchase Program partly offset by impact of May 2009 public offering\n\
\ MANAGEMENT\x80\x99S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS\
\ OF OPERATIONS (Continued) on factors, including level of housing prices timing\
\ of defaults.\n such factors differ from management's current expectations, loss\
\ estimates may differ materially from stated.\n\nExcluding-temporary impairment\
\ recorded in 2014, management considers aggregate decline in fair value of remaining\
\ investment securities resulting gross unrealized losses as of December 31, 2014\
\ to be temporary not result of material changes in credit characteristics of\
\ securities.\n Additional information about gross unrealized losses provided\
\ in note 3 to consolidated financial statements under Item 8 of Form 10-K. Loans\
\ and Leases TABLE 26: U. S. AND NON- U. S. LOANS AND LEASES\n\n| | REGULATORY\
\ GUIDELINES | STATE STREET | STATE STREET BANK |\n| | Minimum | Well Capitalized\
\ | 2009 | 2008 -2 | 2009 | 2008-2 |\n| Regulatory capital ratios: | | | |\
\ | | |\n| Tier 1 risk-based capital | 4% | 6% | 17.7% | 20.3% | 17.3% | 19.8%\
\ |\n| Total risk-based capital | 8 | 10 | 19.1 | 21.6 | 19.0 | 21.3 |\n| Tier\
\ 1 leverage ratio-1 | 4 | 5 | 8.5 | 7.8 | 8.2 | 7.6 |\n\n\n"
- "Title: \nText: | _id | d81128434 |\n| title | |\n| text | | | 2016 | 2015 |\
\ 2014 |\n| Weighted-average assumptions: | | | |\n| Expected volatility |\
\ 39% | 31% | 33% |\n| Expected term of stock options | 4.3 Years | 4.3 Years\
\ | 4.3 Years |\n| Risk-free interest rate | 1.2% | 1.5% | 1.3% |\n| Expected\
\ dividend yield | 3.3% | 1.9% | 1.6% |\n| Weighted-average grant date fair value\
\ | $8.97 | $13.99 | $12.77 |\n\nThe expected volatility of our stock options\
\ is based on the combination of the historical volatility of our common stock\
\ and implied volatilities of exchange traded options on our common stock.\nThe\
\ expected term of options is estimated based on our historical exercise experience,\
\ post-vesting employment termination behavior and the contractual term.\nThe\
\ risk-free interest rate is based on the U. S. Treasury Strip yield curve in\
\ effect at the time of grant for the expected term of the options.\n\nexpected\
\ term of options estimated based on historical exercise experience, post-vesting\
\ employment termination behavior contractual term.\n risk-free interest rate\
\ based on U. S. Treasury Strip yield curve in effect at time of grant for expected\
\ term of options.\n\n| | 2016 | 2015 | 2014 |\n| Weighted-average assumptions:\
\ | | | |\n| Expected volatility | 39% | 31% | 33% |\n| Expected term of stock\
\ options | 4.3 Years | 4.3 Years | 4.3 Years |\n| Risk-free interest rate | 1.2%\
\ | 1.5% | 1.3% |\n| Expected dividend yield | 3.3% | 1.9% | 1.6% |\n| Weighted-average\
\ grant date fair value | $8.97 | $13.99 | $12.77 |\n\n\n"
- source_sentence: "Instruct: Given a web search query, retrieve relevant passages\
\ that answer the query.\nQuery: Title: \nText: | _id | q83c2a93e |\n| title |\
\ |\n| text | in 2006 what was the total amount authorized by the board of directors\
\ authorized for the repurchase of shares in billions\n\nin 2006 total amount\
\ authorized by board of directors authorized for repurchase of shares in billions\n\
\n\n"
sentences:
- "Title: \nText: | _id | JNJ20230235 |\n| title | |\n| text | (h)Mr. J. Swanson\
\ was appointed Executive Vice President, Chief Information Officer and a member\
\ of the Executive Committee in 2022. He rejoined the Company in 2019 as Chief\
\ Information Officer of Johnson & Johnson from Bayer Crop Science, where he served\
\ as a member of the Executive Leadership Team and as Chief Information Officer\
\ and Head of Digital Transformation. From 1996 to 2005, Mr. Swanson held positions\
\ of increasing responsibility at the Company, including Project Manager, Director\
\ IT, Sr.\n\nincluding Project Manager, Director IT, Sr. Director IT and Vice\
\ President, Chief Information Officer.\n\n(h)Mr. J. Swanson appointed Executive\
\ Vice President Chief Information Officer member of Executive Committee 2022.\
\ rejoined Company 2019 as Chief Information Officer of Johnson & Johnson from\
\ Bayer Crop Science served member of Executive Leadership Team Chief Information\
\ Officer Head of Digital Transformation. From 1996 to 2005, Mr. Swanson held\
\ positions increasing responsibility at Company including Project Manager, Director\
\ IT, Sr. Director IT Vice President, Chief Information Officer.\n\n\n"
- "Title: \nText: | _id | d815ddb0a |\n| title | |\n| text | Income Taxes 2017\
\ Tax Act: The President signed U. S. tax reform legislation (\x80\x9C2017 Tax\
\ Act\x80\x9D) on December 22, 2017, which is considered the enactment date.\n\
The 2017 Tax Act includes a broad range of provisions, many of which significantly\
\ differ from those contained in previous U. S. tax law.\nChanges in tax law\
\ are accounted for in the period of enactment.\nAs such, our 2017 consolidated\
\ financial statements reflect the immediate tax effect of the 2017 Tax Act.\n\
\nThe 2017 Tax Act contains several key provisions including, among other things:\
\ ?\na one-time tax on the mandatory deemed repatriation of post-1986 untaxed\
\ foreign earnings and profits (E&P), referred to as the toll charge; ?\na reduction\
\ in the corporate income tax rate from 35 percent to 21 percent for tax years\
\ beginning after December 31, 2017; ?\n\nthe introduction of a new U. S. tax\
\ on certain off-shore earnings referred to as global intangible low-taxed income\
\ (GILTI) at an effective tax rate of 10.5 percent for tax years beginning after\
\ December 31, 2017 (increasing to 13.125 percent for tax years beginning after\
\ December 31, 2025), with a partial offset by foreign tax credits; and ?\n\n\
the introduction of a territorial tax system beginning in 2018 by providing a\
\ 100 percent dividend received deduction on certain qualified dividends from\
\ foreign subsidiaries.\nDuring the fourth quarter of 2017, we recorded an income\
\ tax benefit of $1,272.4 million, which was comprised of the following: ?\nincome\
\ tax benefit of $715.0 million for the one-time deemed repatriation of foreign\
\ earnings.\n\nThis is composed of a $1,181.0 million benefit from the removal\
\ of a deferred tax liability we had recorded for the repatriation of foreign\
\ earnings prior to the 2017 Tax Act offset by $466.0 million for the toll charge\
\ recognized under the 2017 Tax Act.\nIn accordance with the 2017 Tax Act, we\
\ expect to elect to pay the toll charge in installments over eight years.\n\n\
As of December 31, 2017, we have recorded current and non-current income tax liabilities\
\ related to the toll charge of $82.0 million and $384.0 million, respectively.\
\ ?\nan income tax benefit of $557.4 million, primarily related to the remeasurement\
\ of our deferred tax assets and liabilities at the enacted corporate income tax\
\ rate of 21 percent.\n\nThe net benefit recorded was based on currently available\
\ information and interpretations made in applying the provisions of the 2017\
\ Tax Act as of the time of filing this Annual Report on Form 10-K. We further\
\ refined our estimates related to the impact of the 2017 Tax Act subsequent to\
\ the issuance of our earnings release for the fourth quarter of 2017.\n\nIn accordance\
\ with authoritative guidance issued by the SEC, the income tax effect for certain\
\ aspects of the 2017 Tax Act represent provisional amounts for which our accounting\
\ is incomplete, but with respect to which a reasonable estimate could be determined\
\ and recorded during the fourth quarter of 2017.\n\nThe actual effects of the\
\ 2017 Tax Act and final amounts recorded may differ materially from our current\
\ estimate of provisional amounts due to, among other things, further interpretive\
\ guidance that may be issued by U. S. tax authorities or regulatory bodies,\
\ including the SEC and the FASB.\n\nWe will continue to analyze the 2017 Tax\
\ Act and any additional guidance that may be issued so we can finalize the full\
\ effects of applying the new legislation on our financial statements in the measurement\
\ period, which ends in the fourth quarter of 2018.\nWe continue to evaluate the\
\ impacts of the 2017 Tax Act and consider the amounts recorded to be provisional.\n\
\nIn addition, we are still evaluating the GILTI provisions of the 2017 Tax Act\
\ and their impact, if any, on our consolidated financial statements as of December\
\ 31, 2017.\nThe FASB allows companies to adopt an accounting policy to either\
\ recognize deferred taxes for GILTI or treat such as a tax cost in the year incurred.\n\
\nWe have not yet determined which accounting policy to adopt because determining\
\ the impact of the GILTI provisions requires analysis of our existing legal entity\
\ structure, the reversal of our U. S. GAAP and U. S. tax basis differences\
\ in the assets and liabilities of our foreign subsidiaries, and our ability to\
\ offset any tax with foreign tax credits.\nAs such, we did not record a deferred\
\ income tax\n\nIncome Taxes 2017 Tax Act: President signed U. S. tax reform legislation\
\ (\x80\x9C2017 Tax Act\x80\x9D) on December 22, 2017 considered enactment date.\n\
\ 2017 Tax Act includes broad provisions many differ from previous U. S. tax law.\n\
\ Changes in tax law accounted for in period of enactment.\n 2017 consolidated\
\ financial statements reflect immediate tax effect of 2017 Tax Act.\n 2017 Tax\
\ Act contains key provisions including ?\n\n2017 Tax Act contains key provisions\
\ including ?\n one-time tax on mandatory deemed repatriation of post-1986 untaxed\
\ foreign earnings and profits referred toll charge ?\n reduction in corporate\
\ income tax rate from 35 percent to 21 percent for tax years after December 31,\
\ 2017 ?\n\nintroduction of new U. S. tax on certain off-shore earnings as global\
\ intangible low-taxed income (GILTI) at effective tax rate of 10. 5 percent for\
\ tax years beginning after December 31, 2017 (increasing to 13. 125 percent for\
\ tax years after December 31, 2025), partial offset by foreign tax credits ?\n\
\ introduction of territorial tax system beginning in 2018 providing 100 percent\
\ dividend received deduction on certain qualified dividends from foreign subsidiaries.\n\
\nDuring fourth quarter of 2017 recorded income tax benefit of $1,272. 4 million\
\ of ?\n income tax benefit of $715. 0 million for one-time deemed repatriation\
\ of foreign earnings.\n composed of $1,181. 0 million benefit from removal of\
\ deferred tax liability for repatriation of foreign earnings prior to 2017 Tax\
\ Act offset by $466. 0 million for toll charge recognized under 2017 Tax Act.\n\
\ In accordance with 2017 Tax Act expect to elect to pay toll charge in installments\
\ over eight years.\n\nAs of December 31, 2017 recorded current and non-current\
\ income tax liabilities related to toll charge of $82. 0 million and $384.0 million,\
\ respectively. ?\n income tax benefit of $557. 4 million, primarily related to\
\ remeasurement of deferred tax assets and liabilities at enacted corporate income\
\ tax rate of 21 percent.\n\nnet benefit recorded based on available information\
\ and interpretations in applying provisions of 2017 Tax Act as of time of filing\
\ this Annual Report on Form 10-K. refined estimates related to impact of 2017\
\ Tax Act subsequent to issuance of earnings release for fourth quarter of 2017.\n\
\nIn accordance with authoritative guidance by SEC, income tax effect for certain\
\ aspects of 2017 Tax Act represent provisional amounts for accounting is incomplete,\
\ but to reasonable estimate could be determined and recorded during fourth quarter\
\ of 2017.\n actual effects of 2017 Tax Act and final amounts recorded may differ\
\ materially from current estimate of provisional amounts due to further interpretive\
\ guidance issued by U. S. tax authorities or regulatory bodies, including SEC\
\ and FASB.\n\nwill continue to analyze 2017 Tax Act and additional guidance issued\
\ can finalize full effects of applying new legislation on financial statements\
\ in measurement period, ends in fourth quarter of 2018.\n continue to evaluate\
\ impacts of 2017 Tax Act and consider amounts recorded to be provisional.\n In,\
\ still evaluating GILTI provisions of 2017 Tax Act and impact if, on consolidated\
\ financial statements as of December 31, 2017.\n\nFASB allows companies to adopt\
\ accounting policy to recognize deferred taxes for GILTI or treat such as tax\
\ cost in year incurred.\n not yet determined which accounting policy to adopt\
\ because determining impact of GILTI provisions requires analysis of existing\
\ legal entity structure, reversal of U. S. GAAP and U. S. tax basis differences\
\ in assets and liabilities of foreign subsidiaries, and ability to offset tax\
\ with foreign tax credits.\n, we did not record deferred income tax\n\n\n"
- "Title: \nText: | _id | d828efc52 |\n| title | |\n| text | Item 1B.\nUnresolved\
\ Staff Comments.\nNone.\nItem 2.\nProperties.3M\x80\x99s general offices, corporate\
\ research laboratories, and certain division laboratories are located in St.\
\ Paul, Minnesota.\nIn the United States, 3M has nine sales offices in eight\
\ states and operates 74 manufacturing facilities in 27 states.\nInternationally,\
\ 3M has 148 sales offices.\n\nInternationally, 3M has 148 sales offices.\nThe\
\ Company operates 93 manufacturing and converting facilities in 32 countries\
\ outside the United States.3M owns substantially all of its physical properties.3M\x80\
\x99s physical facilities are highly suitable for the purposes for which they\
\ were designed.\nBecause 3M is a global enterprise characterized by substantial\
\ intersegment cooperation, properties are often used by multiple business segments.\n\
Item 3.\nLegal Proceedings.\n\nItem 3.\nLegal Proceedings.\nDiscussion of legal\
\ matters is incorporated by reference from Part II, Item 8, Note 13, \x80\x9C\
Commitments and Contingencies,\x80\x9D of this document, and should be considered\
\ an integral part of Part I, Item 3, \x80\x9CLegal Proceedings.\n\x80\x9D Item\
\ 4.\nSubmission of Matters to a Vote of Security Holders.\nNone in the quarter\
\ ended December 31, 2007.\nPART II Item 5.\nMarket for Registrant\x80\x99s Common\
\ Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.\n\
\nEquity compensation plans\x80\x99 information is incorporated by reference from\
\ Part III, Item 12, \x80\x9CSecurity Ownership of Certain Beneficial Owners and\
\ Management and Related Stockholder Matters,\x80\x9D of this document, and should\
\ be considered an integral part of Item 5.\nAt January 31, 2008, there were approximately\
\ 121,302 shareholders of record.3M\x80\x99s stock is listed on the New York Stock\
\ Exchange, Inc. (NYSE), the Chicago Stock Exchange, Inc. , and the SWX Swiss\
\ Exchange.\n\nCash dividends declared and paid totaled $.48 per share for each\
\ quarter of 2007, and $.46 per share for each quarter of 2006.\nStock price comparisons\
\ follow:\n\nItem 1B.\n Unresolved Staff Comments.\n None.\n Item 2.\n Properties.\
\ 3M\x80\x99s general offices corporate research laboratories division laboratories\
\ located in St. Paul, Minnesota.\n United States 3M has nine sales offices in\
\ eight states operates 74 manufacturing facilities in 27 states.\n Internationally\
\ 3M has 148 sales offices.\n\nInternationally 3M has 148 sales offices.\n Company\
\ operates 93 manufacturing converting facilities in 32 countries outside United\
\ States. 3M owns all physical properties. 3M\x80\x99s physical facilities suitable\
\ for purposes designed.\n 3M global enterprise substantial intersegment cooperation\
\ properties used by multiple business segments.\n Item 3.\n Legal Proceedings.\n\
\nItem 3.\n Legal Proceedings.\n Discussion of legal matters incorporated reference\
\ from Part II, Item 8, Note 13, \x80\x9CCommitments and Contingencies document\
\ integral part of Part I, Item 3, \x80\x9CLegal Proceedings.\n Item 4.\n Submission\
\ of Matters to Vote of Security Holders.\n None in quarter ended December 31,\
\ 2007.\n PART II Item 5.\n Market for Registrant\x80\x99s Common Equity Related\
\ Stockholder Matters Issuer Purchases of Equity Securities.\n\nEquity compensation\
\ plans\x80\x99 information incorporated reference from Part III, Item 12, \x80\
\x9CSecurity Ownership of Certain Beneficial Owners Management Related Stockholder\
\ Matters document integral part of Item 5.\n At January 31, 2008, approximately\
\ 121,302 shareholders of record. 3M\x80\x99s stock listed on New York Stock Exchange.\
\ (NYSE), Chicago Stock Exchange, Inc. SWX Swiss Exchange.\n Cash dividends declared\
\ paid totaled $. 48 per share for each quarter of 2007, $. 46 per share for each\
\ quarter of 2006.\n\nStock price comparisons follow\n\n\n"
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics:
- cosine_accuracy@1
- cosine_accuracy@3
- cosine_accuracy@5
- cosine_accuracy@10
- cosine_precision@1
- cosine_precision@3
- cosine_precision@5
- cosine_precision@10
- cosine_recall@1
- cosine_recall@3
- cosine_recall@5
- cosine_recall@10
- cosine_ndcg@10
- cosine_mrr@10
- cosine_map@100
- dot_accuracy@1
- dot_accuracy@3
- dot_accuracy@5
- dot_accuracy@10
- dot_precision@1
- dot_precision@3
- dot_precision@5
- dot_precision@10
- dot_recall@1
- dot_recall@3
- dot_recall@5
- dot_recall@10
- dot_ndcg@10
- dot_mrr@10
- dot_map@100
model-index:
- name: SentenceTransformer based on dunzhang/stella_en_1.5B_v5
results:
- task:
type: information-retrieval
name: Information Retrieval
dataset:
name: Evaluate
type: Evaluate
metrics:
- type: cosine_accuracy@1
value: 0.0
name: Cosine Accuracy@1
- type: cosine_accuracy@3
value: 0.0048543689320388345
name: Cosine Accuracy@3
- type: cosine_accuracy@5
value: 0.014563106796116505
name: Cosine Accuracy@5
- type: cosine_accuracy@10
value: 0.014563106796116505
name: Cosine Accuracy@10
- type: cosine_precision@1
value: 0.0
name: Cosine Precision@1
- type: cosine_precision@3
value: 0.0024271844660194173
name: Cosine Precision@3
- type: cosine_precision@5
value: 0.0033980582524271844
name: Cosine Precision@5
- type: cosine_precision@10
value: 0.0016990291262135922
name: Cosine Precision@10
- type: cosine_recall@1
value: 0.0
name: Cosine Recall@1
- type: cosine_recall@3
value: 0.0048543689320388345
name: Cosine Recall@3
- type: cosine_recall@5
value: 0.014563106796116505
name: Cosine Recall@5
- type: cosine_recall@10
value: 0.014563106796116505
name: Cosine Recall@10
- type: cosine_ndcg@10
value: 0.007077991834735057
name: Cosine Ndcg@10
- type: cosine_mrr@10
value: 0.004449838187702265
name: Cosine Mrr@10
- type: cosine_map@100
value: 0.03769664295704838
name: Cosine Map@100
- type: dot_accuracy@1
value: 0.0
name: Dot Accuracy@1
- type: dot_accuracy@3
value: 0.0
name: Dot Accuracy@3
- type: dot_accuracy@5
value: 0.019417475728155338
name: Dot Accuracy@5
- type: dot_accuracy@10
value: 0.024271844660194174
name: Dot Accuracy@10
- type: dot_precision@1
value: 0.0
name: Dot Precision@1
- type: dot_precision@3
value: 0.0
name: Dot Precision@3
- type: dot_precision@5
value: 0.0038834951456310682
name: Dot Precision@5
- type: dot_precision@10
value: 0.0024271844660194173
name: Dot Precision@10
- type: dot_recall@1
value: 0.0
name: Dot Recall@1
- type: dot_recall@3
value: 0.0
name: Dot Recall@3
- type: dot_recall@5
value: 0.019417475728155338
name: Dot Recall@5
- type: dot_recall@10
value: 0.024271844660194174
name: Dot Recall@10
- type: dot_ndcg@10
value: 0.009768037935864341
name: Dot Ndcg@10
- type: dot_mrr@10
value: 0.005305131761442441
name: Dot Mrr@10
- type: dot_map@100
value: 0.02488167006236569
name: Dot Map@100
---
# SentenceTransformer based on dunzhang/stella_en_1.5B_v5
This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [dunzhang/stella_en_1.5B_v5](https://huggingface.co/dunzhang/stella_en_1.5B_v5). It maps sentences & paragraphs to a 1024-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
## Model Details
### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [dunzhang/stella_en_1.5B_v5](https://huggingface.co/dunzhang/stella_en_1.5B_v5)
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 1024 tokens
- **Similarity Function:** Cosine Similarity
### Model Sources
- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
### Full Model Architecture
```
SentenceTransformer(
(0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: Qwen2Model
(1): Pooling({'word_embedding_dimension': 1536, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
(2): Dense({'in_features': 1536, 'out_features': 1024, 'bias': True, 'activation_function': 'torch.nn.modules.linear.Identity'})
)
```
## Usage
### Direct Usage (Sentence Transformers)
First install the Sentence Transformers library:
```bash
pip install -U sentence-transformers
```
Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer
# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
'Instruct: Given a web search query, retrieve relevant passages that answer the query.\nQuery: Title: \nText: | _id | q83c2a93e |\n| title | |\n| text | in 2006 what was the total amount authorized by the board of directors authorized for the repurchase of shares in billions\n\nin 2006 total amount authorized by board of directors authorized for repurchase of shares in billions\n\n\n',
'Title: \nText: | _id | d828efc52 |\n| title | |\n| text | Item 1B.\nUnresolved Staff Comments.\nNone.\nItem 2.\nProperties.3M\x80\x99s general offices, corporate research laboratories, and certain division laboratories are located in St. Paul, Minnesota.\nIn the United States, 3M has nine sales offices in eight states and operates 74 manufacturing facilities in 27 states.\nInternationally, 3M has 148 sales offices.\n\nInternationally, 3M has 148 sales offices.\nThe Company operates 93 manufacturing and converting facilities in 32 countries outside the United States.3M owns substantially all of its physical properties.3M\x80\x99s physical facilities are highly suitable for the purposes for which they were designed.\nBecause 3M is a global enterprise characterized by substantial intersegment cooperation, properties are often used by multiple business segments.\nItem 3.\nLegal Proceedings.\n\nItem 3.\nLegal Proceedings.\nDiscussion of legal matters is incorporated by reference from Part II, Item 8, Note 13, \x80\x9cCommitments and Contingencies,\x80\x9d of this document, and should be considered an integral part of Part I, Item 3, \x80\x9cLegal Proceedings.\n\x80\x9d Item 4.\nSubmission of Matters to a Vote of Security Holders.\nNone in the quarter ended December 31, 2007.\nPART II Item 5.\nMarket for Registrant\x80\x99s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.\n\nEquity compensation plans\x80\x99 information is incorporated by reference from Part III, Item 12, \x80\x9cSecurity Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters,\x80\x9d of this document, and should be considered an integral part of Item 5.\nAt January 31, 2008, there were approximately 121,302 shareholders of record.3M\x80\x99s stock is listed on the New York Stock Exchange, Inc. (NYSE), the Chicago Stock Exchange, Inc. , and the SWX Swiss Exchange.\n\nCash dividends declared and paid totaled $.48 per share for each quarter of 2007, and $.46 per share for each quarter of 2006.\nStock price comparisons follow:\n\nItem 1B.\n Unresolved Staff Comments.\n None.\n Item 2.\n Properties. 3M\x80\x99s general offices corporate research laboratories division laboratories located in St. Paul, Minnesota.\n United States 3M has nine sales offices in eight states operates 74 manufacturing facilities in 27 states.\n Internationally 3M has 148 sales offices.\n\nInternationally 3M has 148 sales offices.\n Company operates 93 manufacturing converting facilities in 32 countries outside United States. 3M owns all physical properties. 3M\x80\x99s physical facilities suitable for purposes designed.\n 3M global enterprise substantial intersegment cooperation properties used by multiple business segments.\n Item 3.\n Legal Proceedings.\n\nItem 3.\n Legal Proceedings.\n Discussion of legal matters incorporated reference from Part II, Item 8, Note 13, \x80\x9cCommitments and Contingencies document integral part of Part I, Item 3, \x80\x9cLegal Proceedings.\n Item 4.\n Submission of Matters to Vote of Security Holders.\n None in quarter ended December 31, 2007.\n PART II Item 5.\n Market for Registrant\x80\x99s Common Equity Related Stockholder Matters Issuer Purchases of Equity Securities.\n\nEquity compensation plans\x80\x99 information incorporated reference from Part III, Item 12, \x80\x9cSecurity Ownership of Certain Beneficial Owners Management Related Stockholder Matters document integral part of Item 5.\n At January 31, 2008, approximately 121,302 shareholders of record. 3M\x80\x99s stock listed on New York Stock Exchange. (NYSE), Chicago Stock Exchange, Inc. SWX Swiss Exchange.\n Cash dividends declared paid totaled $. 48 per share for each quarter of 2007, $. 46 per share for each quarter of 2006.\n\nStock price comparisons follow\n\n\n',
'Title: \nText: | _id | d815ddb0a |\n| title | |\n| text | Income Taxes 2017 Tax Act: The President signed U. S. tax reform legislation (\x80\x9c2017 Tax Act\x80\x9d) on December 22, 2017, which is considered the enactment date.\nThe 2017 Tax Act includes a broad range of provisions, many of which significantly differ from those contained in previous U. S. tax law.\nChanges in tax law are accounted for in the period of enactment.\nAs such, our 2017 consolidated financial statements reflect the immediate tax effect of the 2017 Tax Act.\n\nThe 2017 Tax Act contains several key provisions including, among other things: ?\na one-time tax on the mandatory deemed repatriation of post-1986 untaxed foreign earnings and profits (E&P), referred to as the toll charge; ?\na reduction in the corporate income tax rate from 35 percent to 21 percent for tax years beginning after December 31, 2017; ?\n\nthe introduction of a new U. S. tax on certain off-shore earnings referred to as global intangible low-taxed income (GILTI) at an effective tax rate of 10.5 percent for tax years beginning after December 31, 2017 (increasing to 13.125 percent for tax years beginning after December 31, 2025), with a partial offset by foreign tax credits; and ?\n\nthe introduction of a territorial tax system beginning in 2018 by providing a 100 percent dividend received deduction on certain qualified dividends from foreign subsidiaries.\nDuring the fourth quarter of 2017, we recorded an income tax benefit of $1,272.4 million, which was comprised of the following: ?\nincome tax benefit of $715.0 million for the one-time deemed repatriation of foreign earnings.\n\nThis is composed of a $1,181.0 million benefit from the removal of a deferred tax liability we had recorded for the repatriation of foreign earnings prior to the 2017 Tax Act offset by $466.0 million for the toll charge recognized under the 2017 Tax Act.\nIn accordance with the 2017 Tax Act, we expect to elect to pay the toll charge in installments over eight years.\n\nAs of December 31, 2017, we have recorded current and non-current income tax liabilities related to the toll charge of $82.0 million and $384.0 million, respectively. ?\nan income tax benefit of $557.4 million, primarily related to the remeasurement of our deferred tax assets and liabilities at the enacted corporate income tax rate of 21 percent.\n\nThe net benefit recorded was based on currently available information and interpretations made in applying the provisions of the 2017 Tax Act as of the time of filing this Annual Report on Form 10-K. We further refined our estimates related to the impact of the 2017 Tax Act subsequent to the issuance of our earnings release for the fourth quarter of 2017.\n\nIn accordance with authoritative guidance issued by the SEC, the income tax effect for certain aspects of the 2017 Tax Act represent provisional amounts for which our accounting is incomplete, but with respect to which a reasonable estimate could be determined and recorded during the fourth quarter of 2017.\n\nThe actual effects of the 2017 Tax Act and final amounts recorded may differ materially from our current estimate of provisional amounts due to, among other things, further interpretive guidance that may be issued by U. S. tax authorities or regulatory bodies, including the SEC and the FASB.\n\nWe will continue to analyze the 2017 Tax Act and any additional guidance that may be issued so we can finalize the full effects of applying the new legislation on our financial statements in the measurement period, which ends in the fourth quarter of 2018.\nWe continue to evaluate the impacts of the 2017 Tax Act and consider the amounts recorded to be provisional.\n\nIn addition, we are still evaluating the GILTI provisions of the 2017 Tax Act and their impact, if any, on our consolidated financial statements as of December 31, 2017.\nThe FASB allows companies to adopt an accounting policy to either recognize deferred taxes for GILTI or treat such as a tax cost in the year incurred.\n\nWe have not yet determined which accounting policy to adopt because determining the impact of the GILTI provisions requires analysis of our existing legal entity structure, the reversal of our U. S. GAAP and U. S. tax basis differences in the assets and liabilities of our foreign subsidiaries, and our ability to offset any tax with foreign tax credits.\nAs such, we did not record a deferred income tax\n\nIncome Taxes 2017 Tax Act: President signed U. S. tax reform legislation (\x80\x9c2017 Tax Act\x80\x9d) on December 22, 2017 considered enactment date.\n 2017 Tax Act includes broad provisions many differ from previous U. S. tax law.\n Changes in tax law accounted for in period of enactment.\n 2017 consolidated financial statements reflect immediate tax effect of 2017 Tax Act.\n 2017 Tax Act contains key provisions including ?\n\n2017 Tax Act contains key provisions including ?\n one-time tax on mandatory deemed repatriation of post-1986 untaxed foreign earnings and profits referred toll charge ?\n reduction in corporate income tax rate from 35 percent to 21 percent for tax years after December 31, 2017 ?\n\nintroduction of new U. S. tax on certain off-shore earnings as global intangible low-taxed income (GILTI) at effective tax rate of 10. 5 percent for tax years beginning after December 31, 2017 (increasing to 13. 125 percent for tax years after December 31, 2025), partial offset by foreign tax credits ?\n introduction of territorial tax system beginning in 2018 providing 100 percent dividend received deduction on certain qualified dividends from foreign subsidiaries.\n\nDuring fourth quarter of 2017 recorded income tax benefit of $1,272. 4 million of ?\n income tax benefit of $715. 0 million for one-time deemed repatriation of foreign earnings.\n composed of $1,181. 0 million benefit from removal of deferred tax liability for repatriation of foreign earnings prior to 2017 Tax Act offset by $466. 0 million for toll charge recognized under 2017 Tax Act.\n In accordance with 2017 Tax Act expect to elect to pay toll charge in installments over eight years.\n\nAs of December 31, 2017 recorded current and non-current income tax liabilities related to toll charge of $82. 0 million and $384.0 million, respectively. ?\n income tax benefit of $557. 4 million, primarily related to remeasurement of deferred tax assets and liabilities at enacted corporate income tax rate of 21 percent.\n\nnet benefit recorded based on available information and interpretations in applying provisions of 2017 Tax Act as of time of filing this Annual Report on Form 10-K. refined estimates related to impact of 2017 Tax Act subsequent to issuance of earnings release for fourth quarter of 2017.\n\nIn accordance with authoritative guidance by SEC, income tax effect for certain aspects of 2017 Tax Act represent provisional amounts for accounting is incomplete, but to reasonable estimate could be determined and recorded during fourth quarter of 2017.\n actual effects of 2017 Tax Act and final amounts recorded may differ materially from current estimate of provisional amounts due to further interpretive guidance issued by U. S. tax authorities or regulatory bodies, including SEC and FASB.\n\nwill continue to analyze 2017 Tax Act and additional guidance issued can finalize full effects of applying new legislation on financial statements in measurement period, ends in fourth quarter of 2018.\n continue to evaluate impacts of 2017 Tax Act and consider amounts recorded to be provisional.\n In, still evaluating GILTI provisions of 2017 Tax Act and impact if, on consolidated financial statements as of December 31, 2017.\n\nFASB allows companies to adopt accounting policy to recognize deferred taxes for GILTI or treat such as tax cost in year incurred.\n not yet determined which accounting policy to adopt because determining impact of GILTI provisions requires analysis of existing legal entity structure, reversal of U. S. GAAP and U. S. tax basis differences in assets and liabilities of foreign subsidiaries, and ability to offset tax with foreign tax credits.\n, we did not record deferred income tax\n\n\n',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 1024]
# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]
```
## Evaluation
### Metrics
#### Information Retrieval
* Dataset: `Evaluate`
* Evaluated with [InformationRetrievalEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)
| Metric | Value |
|:--------------------|:-----------|
| cosine_accuracy@1 | 0.0 |
| cosine_accuracy@3 | 0.0049 |
| cosine_accuracy@5 | 0.0146 |
| cosine_accuracy@10 | 0.0146 |
| cosine_precision@1 | 0.0 |
| cosine_precision@3 | 0.0024 |
| cosine_precision@5 | 0.0034 |
| cosine_precision@10 | 0.0017 |
| cosine_recall@1 | 0.0 |
| cosine_recall@3 | 0.0049 |
| cosine_recall@5 | 0.0146 |
| cosine_recall@10 | 0.0146 |
| cosine_ndcg@10 | 0.0071 |
| cosine_mrr@10 | 0.0044 |
| **cosine_map@100** | **0.0377** |
| dot_accuracy@1 | 0.0 |
| dot_accuracy@3 | 0.0 |
| dot_accuracy@5 | 0.0194 |
| dot_accuracy@10 | 0.0243 |
| dot_precision@1 | 0.0 |
| dot_precision@3 | 0.0 |
| dot_precision@5 | 0.0039 |
| dot_precision@10 | 0.0024 |
| dot_recall@1 | 0.0 |
| dot_recall@3 | 0.0 |
| dot_recall@5 | 0.0194 |
| dot_recall@10 | 0.0243 |
| dot_ndcg@10 | 0.0098 |
| dot_mrr@10 | 0.0053 |
| dot_map@100 | 0.0249 |
## Training Details
### Training Dataset
#### Unnamed Dataset
* Size: 2,268 training samples
* Columns: sentence_0 and sentence_1
* Approximate statistics based on the first 1000 samples:
| | sentence_0 | sentence_1 |
|:--------|:------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
| type | string | string |
| details | - min: 50 tokens
- mean: 89.83 tokens
- max: 229 tokens
| - min: 35 tokens
- mean: 474.02 tokens
- max: 512 tokens
|
* Samples:
| sentence_0 | sentence_1 |
|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Instruct: Given a web search query, retrieve relevant passages that answer the query.
Query: Title:
Text: | _id | q82441796 |
| title | |
| text | what was the decrease observed in the fair market value of plan assets of the benefit pension plans during 2014 and 2015?
decrease observed in fair market value of plan assets of benefit pension plans during 2014 and 2015?
| Title:
Text: | _id | d82441c32 |
| title | |
| text | Bristol-Myers Squibb 72 In May 2010, the Board of Directors authorized the repurchase of up to $3.0 billion of common stock.
Repurchases may be made either in the open market or through private transactions, including under repurchase plans established in accordance with Rule 10b5-1 under the Securities Exchange Act of 1934, as amended.
The stock repurchase program does not have an expiration date but is expected to take place over the next few years.
It may be suspended or discontinued at any time.
It may be suspended or discontinued at any time.
During 2010, the Company repurchased 23 million shares at the average price of approximately $25.50 per share for an aggregate cost of $587 million which includes $1 million of transaction fees.
Bristol-Myers Squibb 72 May 2010, Board of Directors authorized repurchase of up to $3. 0 billion common stock.
Repurchases may be made open market or private transactions, including under repurchase plans established accordance with Rule 10b5-1 under Securities Exchange Act of 1934, as amended.
stock repurchase program not expiration date expected to take place over next few years.
may be suspended or discontinued any time.
may be suspended or discontinued any time.
During 2010, Company repurchased 23 million shares average price approximately $25. 50 per share for aggregate cost $587 million includes $1 million transaction fees.
|
| Instruct: Given a web search query, retrieve relevant passages that answer the query.
Query: Title:
Text: | _id | q61657d88 |
| title | |
| text | brazilian paper sales represented what percentage of printing papers in 2006?
brazilian paper sales represented percentage printing papers 2006?
| Title:
Text: | _id | d61657de2 |
| title | |
| text | printing papers net sales for 2006 decreased 3% ( 3 % ) from both 2005 and 2004 due principally to the sale of the u.s .
coated papers business in august 2006 .
however , operating profits in 2006 were 43% ( 43 % ) higher than in 2005 and 33% ( 33 % ) higher than in 2004 .
compared with 2005 , earnings improved for u.s .
uncoated papers , market pulp and european papers , but this was partially offset by earnings declines in brazilian papers .
benefits from higher average sales price realizations in the united states , europe and brazil ( $ 284 million ) , improved manufacturing operations ( $ 73 million ) , reduced lack-of-order downtime ( $ 41 million ) , higher sales volumes in europe ( $ 23 million ) , and other items ( $ 65 million ) were partially offset by higher raw material and energy costs ( $ 109 million ) , higher freight costs ( $ 45 million ) and an impairment charge to reduce the carrying value of the fixed assets at the saillat ,
value of the fixed assets at the saillat , france mill ( $ 128 million ) .
compared with 2004 , higher earnings in 2006 in the u.s .
uncoated papers , market pulp and coated papers businesses were offset by lower earn- ings in the european and brazilian papers busi- nesses .
the printing papers segment took 555000 tons of downtime in 2006 , including 150000 tons of lack-of-order downtime to align production with customer demand .
this compared with 970000 tons of total downtime in 2005 , of which 520000 tons related to lack-of-orders .
printing papers in millions 2006 2005 2004 .
in millions | 2006 | 2005 | 2004
---------------- | ------ | ------ | ------
sales | $ 6930 | $ 7170 | $ 7135
operating profit | $ 677 | $ 473 | $ 508
u.s .
uncoated papers net sales in 2006 were $ 3.5 billion , compared with $ 3.2 billion in 2005 and $ 3.3 billion in 2004 .
sales volumes increased in 2006 over 2005 , particularly in cut-size paper and printing papers .
average sales price realizations increased significantly , reflecting benefits from price increases announced in late 2005 and early 2006 .
lack-of-order downtime declined from 450000 tons in 2005 to 40000 tons in 2006 , reflecting firm market demand and the impact of the permanent closure of three uncoated freesheet machines in 2005 .
operating earnings in 2006 more than doubled compared with both 2005 and 2004 .
the benefits of improved aver- age sales price realizations more than offset higher input costs for freight , wood and energy , which were all above 2005 levels .
mill operations were favorable compared with 2005 due to current-year improve- ments in machine performance , lower labor , chem- ical and energy consumption costs , as well as approximately $ 30 million of charges incurred in 2005 for machine shutdowns .
u.s .
coated papers net sales were $ 920 million in 2006 , $ 1.6 billion in 2005 and $ 1.4 billion in 2004 .
operating profits in 2006 were 26% ( 26 % ) lower than in 2005 .
a small operating loss was reported for the business in 2004 .
this business was sold in the third quarter of 2006 .
during the first two quarters of 2006 , sales volumes were up slightly versus 2005 .
average sales price realizations for coated freesheet paper and coated groundwood paper were higher than in 2005 , reflecting the impact of previously announced price increases .
however , input costs for energy , wood and other raw materials increased over 2005 levels .
manufacturing operations were favorable due to higher machine efficiency and mill cost savings .
u.s .
market pulp sales in 2006 were $ 509 mil- lion , compared with $ 526 million and $ 437 million in 2005 and 2004 , respectively .
sales volumes in 2006 were down from 2005 levels , primarily for paper and tissue pulp .
average sales price realizations were higher in 2006 , reflecting higher average prices for fluff pulp and bleached hardwood and softwood pulp .
operating earnings increased 30% ( 30 % ) from 2005 and more than 100% ( 100 % ) from 2004 principally due to the impact of the higher average sales prices .
input costs for wood and energy were higher in 2006 than in 2005 .
manufacturing operations were unfavorable , driven primarily by poor operations at our riegel- wood , north carolina mill .
brazil ian paper net sales for 2006 of $ 496 mil- lion were higher than the $ 465 million in 2005 and the $ 417 million in 2004 .
the sales increase in 2006 reflects higher sales volumes than in 2005 , partic- ularly for uncoated freesheet paper , and a strengthening of the brazilian currency versus the u.s .
dollar .
average sales price realizations improved in 2006 , primarily for uncoated freesheet paper and wood chips .
despite higher net sales , operating profits for 2006 of $ 122 million were down from $ 134 million in 2005 and $ 166 million in 2004 , due principally to incremental costs associated with an extended mill outage in mogi guacu to convert to an elemental-chlorine-free bleaching process , to rebuild the primary recovery boiler , and for other environmental upgrades .
european papers net sales in 2006 were $ 1.5 bil- lion , compared with $ 1.4 billion in 2005 and $ 1.5 bil- lion in 2004 .
sales volumes in 2006 were higher than in 2005 at our eastern european mills due to stron- ger market demand .
average sales price realizations increased in 2006 in both eastern and western european markets .
operating earnings in 2006 rose 20% ( 20 % ) from 2005 , but were 15% ( 15 % ) below 2004 levels .
the improvement in 2006 compared with 2005
printing papers net sales 2006 decreased 3% ( 3 % ) from 2005 and 2004 due to sale of.
coated papers business august 2006.
operating profits 2006 43% ( 43 % ) higher than 2005 33% ( 33 % ) higher than 2004.
2005 earnings improved for.
uncoated papers market pulp european papers partially offset by earnings declines in brazilian papers.
benefits from higher average sales price realizations in united states europe brazil ( $ 284 million ) improved manufacturing operations ( $ 73 million ) reduced lack-of-order downtime ( $ 41 million ) higher sales volumes in europe ( $ 23 million ) other items ( $ 65 million ) offset by higher raw material energy costs ( $ 109 million ) higher freight costs ( $ 45 million ) impairment charge to reduce carrying value of fixed assets at saillat france mill ( $ 128 million ).
compared with 2004 higher earnings 2006 in.
uncoated papers market pulp coated papers businesses offset by lower earn ings in european brazilian papers.
printing papers segment took 555000 tons of downtime in 2006 including 150000 tons of lack-of-order downtime to align production with customer demand.
compared with 970000 tons total downtime in 2005 520000 tons related to lack-of-orders.
printing papers in 2006 2005 2004.
.
printing papers in 2006 2005 2004.
.
uncoated papers net sales 2006 were $ 3. 5 billion compared with $ 3. 2 billion 2005 $ 3. 3 billion in 2004.
sales volumes increased 2006 over 2005 particularly in cut-size paper and printing papers.
average sales price realizations increased reflecting benefits from price increases late 2005 early 2006.
lack-of-order downtime declined from 450000 tons in 2005 to 40000 tons in 2006 reflecting firm market demand impact of closure of three uncoated freesheet machines in 2005.
operating earnings 2006 doubled compared with 2005 and 2004.
benefits improved sales price realizations offset higher input costs for freight wood energy all above 2005 levels.
mill operations favorable due to improve- ments in machine performance lower labor chem ical energy consumption costs $ 30 million charges incurred in 2005 for machine shutdowns.
.
coated papers net sales were $ 920 million in 2006 $ 1. 6 billion in 2005 $ 1. 4 billion in 2004.
operating profits in 2006 were 26% ( 26 % ) lower than 2005.
small operating loss reported for business in 2004.
business sold in third quarter of 2006.
first two quarters of 2006 sales volumes up slightly versus 2005.
average sales price realizations for coated freesheet paper and coated groundwood paper higher than 2005 reflecting impact of price increases.
input costs for energy wood other raw materials increased over 2005 levels.
manufacturing operations favorable due to higher machine efficiency mill cost savings.
.
market pulp sales in 2006 were $ 509 mil- lion compared with $ 526 million and $ 437 million in 2005 and 2004.
sales volumes in 2006 down from 2005 levels primarily for paper and tissue pulp.
average sales price realizations higher in 2006 reflecting higher average prices for fluff pulp bleached hardwood softwood pulp.
operating earnings increased 30% ( 30 % ) from 2005 more than 100% ( 100 % ) from 2004 due to impact higher average sales prices.
input costs for wood and energy higher in 2006 than 2005.
manufacturing operations unfavorable driven by poor operations at riegel- wood north carolina mill.
brazil ian paper net sales for 2006 of $ 496 mil- lion higher than $ 465 million in 2005 $ 417 million in 2004.
sales increase 2006 reflects higher sales volumes than 2005 ularly for uncoated freesheet paper strengthening of brazilian currency versus.
dollar.
average sales price realizations improved in 2006 primarily for uncoated freesheet paper wood chips.
despite higher net sales operating profits for 2006 of $ 122 million down from $ 134 million in 2005 $ 166 million in 2004 due to incremental costs extended mill outage convert to elemental-chlorine-free bleaching process rebuild primary recovery boiler other environmental upgrades.
european papers net sales 2006 were $ 1. 5 bil- lion compared with $ 1. 4 billion in 2005 $ 1. 5 bil- lion in 2004.
sales volumes 2006 higher than 2005 at eastern european mills due to stron ger market demand.
average sales price realizations increased 2006 in eastern and western european markets.
operating earnings 2006 rose 20% ( 20 % ) from 2005 15% ( 15 % ) below 2004 levels.
improvement in 2006 compared with 2005
in millions | 2006 | 2005 | 2004
---------------- | ------ | ------ | ------
sales | $ 6930 | $ 7170 | $ 7135
operating profit | $ 677 | $ 473 | $ 508
|
| Instruct: Given a web search query, retrieve relevant passages that answer the query.
Query: Title:
Text: | _id | q4aa1b5ac |
| title | |
| text | What actions can be taken with respect to the 2018 Indenture regarding the provisions of one or more series of debt securities?
actions be taken respect to 2018 Indenture regarding provisions of one or more series of debt securities?
| Title:
Text: | _id | d4aa1b854 |
| title | |
| text | • in the case of the 2018 Indenture, to add to, change or eliminate any of the provisions of the 2018 Indenture in respect of one or more series of debt securities; provided that any such addition, change or elimination shall become effective only when there is no outstanding security of any series created prior to the execution of such supplemental indenture that is entitled to the benefit of such provision and as to which such supplemental indenture would apply; • to cure any ambiguity, omission, defect
apply; • to cure any ambiguity, omission, defect or inconsistency; • to change any other provision; provided that the change does not adversely affect the interests of the holders of debt securities of, in the case of the 2013 Indenture any series, and in the case of the 2018 Indenture, any outstanding series, in any material respect; • to supplement any of the provisions of the applicable Indenture to such extent as shall be necessary to permit or facilitate the defeasance and discharge of any series of
the defeasance and discharge of any series of Notes pursuant to the Indenture; 12 provided that any such action shall not adversely affect the interests of the holders of Notes of such series or any other series of debt securities in any material respect; • to comply with the rules or regulations of any securities exchange or automated quotation system on which any of the Notes may be listed or traded; and • to add to, change or eliminate any of the provisions of the applicable Indenture as shall be
of the applicable Indenture as shall be necessary or desirable in accordance with any amendments to the Trust Indenture Act of 1939, as amended, and in the case of the 2013 Indenture, provided that such action does not adversely affect the rights or interests of any holder of debt securities in any material respect. The holders of at least a majority in aggregate principal amount of the outstanding Notes of any series may, on behalf of the holders of all Notes of that series, waive compliance by us with
Notes of that series, waive compliance by us with certain restrictive provisions of the Indentures. The holders of not less than a majority in aggregate principal amount of the outstanding Notes of a series may, on behalf of the holders of all Notes of that series, waive any past default and its consequences under the applicable Indenture with respect to the Notes of that series, except a default (1) in the payment of principal or premium, if any, or interest on Notes of that series or (2) in respect of a
on Notes of that series or (2) in respect of a covenant or provision of the applicable Indenture that cannot be modified or amended without the consent of the holder of each Note of that series. Upon any such waiver, such default will cease to exist, and any event of default arising therefrom will be deemed to have been cured, for every purpose of the Indenture; however, no such waiver will extend to any subsequent or other default or event of default or impair any rights consequent thereon. Discharge,
impair any rights consequent thereon. Discharge, Defeasance and Covenant Defeasance We may discharge certain obligations to holders of the Notes of a series that have not already been delivered to the trustee for cancellation and that either have become due and payable or will become due and payable within one year (or scheduled for redemption within one year) by depositing with the trustee, in trust, funds in U.S. dollars in an amount sufficient to pay the entire indebtedness including, but not limited
entire indebtedness including, but not limited to, the principal and premium, if any, and interest to the date of such deposit (if due and payable) or to the maturity thereof or the redemption date of the Notes of that series, as the case may be. We may direct the trustee to invest such funds in U.S. Treasury securities with a maturity of one year or less or in a money market fund that invests solely in short-term U.S. Treasury securities. The Indentures provide that we may elect either (1) to defease and
that we may elect either (1) to defease and be discharged from any and all obligations with respect to the Notes of a series (except for, among other things, obligations to register the transfer or exchange of the Notes, to replace temporary or mutilated, destroyed, lost or stolen Notes, to maintain an office or agency with respect to the Notes and to hold moneys for payment in trust) (“legal defeasance”) or (2) to be released from our obligations to comply with the restrictive covenants under the
comply with the restrictive covenants under the applicable Indenture, and any omission to comply with such obligations will not constitute a default or an event of default with respect to the Notes of a series and clauses (3) and (6) under the caption “Events of Default” above will no longer be applied (“covenant defeasance”). Legal defeasance or covenant defeasance, as the case may be, will be conditioned upon, among other things, the irrevocable deposit by us with the trustee, in trust, of an amount in
by us with the trustee, in trust, of an amount in U.S. dollars, or U.S. government obligations (as such term is modified below), or both, applicable to the Notes of that series which through the scheduled payment of principal and interest in accordance with their terms will provide money in an amount sufficient to pay the principal or premium, if any, and interest on the Notes on the scheduled due dates therefor. If we effect covenant defeasance with respect to the Notes of any series, the amount in U.S.
to the Notes of any series, the amount in U.S. dollars, or U.S. government obligations (as such term is modified below), or both, on deposit with the trustee will be sufficient, in the opinion of a nationally recognized firm of independent accountants, to pay amounts due on the Notes of that series at the time of the stated maturity but may not be sufficient to pay amounts due on the Notes of that series at the time of the acceleration resulting from such event of default. However, we would remain liable
event of default. However, we would remain liable to make payment of such amounts due at the time of acceleration. With respect to the 2022 Notes, the 2024 Notes, the 0.000% 2025 Notes, the 0.875% 2025 Notes, the 2026 Notes, the 2027 Notes, the 1.375% 2029 Notes and the 2031 Notes, the term “U.S. government obligations” shall instead mean (x) any security that is (i) a direct obligation of the German government or (ii) an obligation of a person controlled or supervised by and acting as an agency or
or supervised by and acting as an agency or instrumentality of the German government the payment of which is fully and unconditionally guaranteed by the German government or the central bank of the German government, which, in either case (x)(i) or (ii), is not callable or redeemable at the option of the issuer thereof, and (y) 13 certificates, depositary receipts or other instruments which evidence a direct ownership interest in obligations described in clause (x)(i) or (x)(ii) above or in any specific
clause (x)(i) or (x)(ii) above or in any specific principal or interest payments due in respect thereof. With respect to the 3.050% 2029 Notes and the 2042 Notes, the term “U.S. government obligations” shall instead mean (x) any security that is (i) a direct obligation of the United Kingdom government or (ii) an obligation of a person controlled or supervised by and acting as an agency or instrumentality of the United Kingdom government the payment of which is fully and unconditionally guaranteed by the
is fully and unconditionally guaranteed by the United Kingdom government or the central bank of the United Kingdom government, which, in either case (x)(i) or (ii), is not callable or redeemable at the option of the issuer thereof, and (y) certificates, depositary receipts or other instruments which evidence a direct ownership interest in obligations described in clause (x)(i) or (x)(ii) above or in any specific principal or interest payments due in respect thereof. We will be required to deliver to the
thereof. We will be required to deliver to the trustee an opinion of counsel that the deposit and related defeasance will not cause the holders and beneficial owners of the Notes of that series to recognize income, gain or loss for federal income tax purposes. If we elect legal defeasance, that opinion of counsel must be based upon a ruling from the U.S. Internal Revenue Service or a change in law to that effect. We may exercise our legal defeasance option notwithstanding our prior exercise of our covenant
our prior exercise of our covenant defeasance option. Book-Entry and Settlement The Notes were issued in book-entry form and are represented by global notes deposited with, or on behalf of, a common depositary on behalf of Euroclear and Clearstream, and are registered in the name of the common depositary or its nominee. Except as described herein, certificated notes will not be issued in exchange for beneficial interests in the global notes. Certificated Notes Subject to certain conditions, the Notes
Notes Subject to certain conditions, the Notes represented by the global notes are exchangeable for certificated notes in definitive form of like tenor, in minimum denominations of €100,000 principal amount and integral multiples of €1,000 in excess thereof in the case of the 2022 Notes, the 2024 Notes, the 0.000% 2025 Notes, the 0.875% 2025 Notes, the 2026 Notes, the 2027 Notes, the 1.375% 2029 Notes and the 2031 Notes, and in minimum denominations of £100,000 principal amount and integral multiples of
principal amount and integral multiples of £1,000 in excess thereof in the case of the 3.050% 2029 Notes and the 2042 Notes, if: 1. the common depositary notifies us that it is unwilling or unable to continue as depositary or
• in case of 2018 Indenture, to add to, change or eliminate provisions of 2018 Indenture in respect of one or more series of debt securities; provided any addition, change or elimination effective only when no outstanding security of any series created prior to execution of supplemental indenture entitled to benefit of such provision and to which supplemental indenture apply; • to cure any ambiguity, omission, defect or inconsistency; • to change any other provision; provided change not adversely affect
provision; provided change not adversely affect interests of holders of debt securities of in case of 2013 Indenture any series, and in 2018 Indenture, any outstanding series, in material respect; • to supplement provisions of applicable Indenture to extent necessary to permit or facilitate defeasance and discharge of any series of Notes pursuant to Indenture; 12 provided action not adversely affect interests of holders of Notes of such series or any other series of debt securities in material respect; •
series of debt securities in material respect; • to comply with rules or regulations of any securities exchange or automated quotation system on which Notes listed or traded; and • to add to, change or eliminate provisions of applicable Indenture as necessary or desirable in accordance with amendments to Trust Indenture Act of 1939, as amended, and in case of 2013 Indenture, provided such action does not adversely affect rights or interests of any holder of debt securities in material respect. holders of
debt securities in material respect. holders of at least a majority in aggregate principal amount of outstanding Notes of any series may, on behalf of holders of all Notes of series, waive compliance with certain restrictive provisions of Indentures.holders of a majority in aggregate principal amount of outstanding Notes of a series may, on behalf of holders all Notes series, waive any past default and its consequences under applicable Indenture with respect to Notes series, except a default (1) in payment
to Notes series, except a default (1) in payment of principal or premium, or interest on Notes series or (2) in respect of a covenant or provision of applicable Indenture cannot be modified or amended without consent of holder of each Note of series. Upon waiver, such default will cease to exist, and any event of default arising therefrom will be deemed to cured for Indenture;, no such waiver will extend to any subsequent or other default or event default or impair rights consequent thereon. Discharge,
or impair rights consequent thereon. Discharge, Defeasance and Covenant Defeasance We may discharge certain obligations to holders of Notes of a series not delivered to trustee for cancellation and become due and payable or will become due and payable within one year (or scheduled for redemption within one year) by depositing with trustee, in trust, funds in U. S. dollars in amount sufficient to pay entire indebtedness including principal and premium, and interest to date of deposit (if due and payable) or
to date of deposit (if due and payable) or to maturity or redemption date of Notes of series, as. We may direct trustee to invest such funds in U. S. Treasury securities with maturity of one year or less or in a money market fund invests solely in short-term U. S. Treasury securities.Indentures provide we may elect (1) to defease be discharged from obligations with respect to Notes of a series (except for, obligations to register transfer or exchange of Notes, replace temporary or mutilated, destroyed,
Notes, replace temporary or mutilated, destroyed, lost or stolen Notes, maintain office or agency Notes hold moneys for payment in trust) (“legal defeasance”) or (2) to be released from our obligations to comply with restrictive covenants under applicable Indenture, omission to comply with obligations not constitute a default or event of default with to Notes of series and clauses (3) and (6) under caption “Events of Default” above will no longer be applied (“covenant defeasance”). Legal defeasance or
(“covenant defeasance”). Legal defeasance or covenant defeasance, conditioned upon irrevocable deposit by us with trustee, in trust, of amount in U. S. dollars, or U. S. government obligations (as modified below), or both, applicable to Notes of that series which through scheduled payment of principal and interest in accordance with terms will provide money in amount sufficient to pay principal or premium, if, and interest on Notes on scheduled due dates therefor. If we effect covenant defeasance with
therefor. If we effect covenant defeasance with respect to Notes of any series, amount in U. S. dollars, or U. S. government obligations (as modified below), or both, on deposit with trustee will be sufficient, in opinion of nationally recognized firm of independent accountants, to pay amounts due on Notes of that series at time of stated maturity but may not be sufficient to pay amounts due on Notes series at time of acceleration resulting from event of default. However we remain liable to make payment of
However we remain liable to make payment of such amounts due at time of acceleration. With respect to 2022 Notes, 2024 Notes, 0. 000% 2025 Notes, 0.875% 2025 Notes, 2026 Notes, 2027 Notes, 1. 375% 2029 Notes 2031 Notes, term “U. S. government obligations” mean (x) any security (i) direct obligation of German government or (ii) obligation of person controlled or supervised by acting as agency or instrumentality of German government payment fully unconditionally guaranteed by German government or central
guaranteed by German government or central bank of German government, in either case (x)(i) or (ii), not callable or redeemable at option of issuer, and (y) 13 certificates, depositary receipts or other instruments evidence direct ownership interest in obligations described in clause (x)(i) or (x)(ii) above or in specific principal or interest payments due in respect thereof. respect to 3. 050% 2029 Notes and 2042 Notes, term “U. S. government obligations” mean (x) any security (i) direct obligation of
mean (x) any security (i) direct obligation of United Kingdom government or (ii) obligation of person controlled or supervised by acting agency or instrumentality of United Kingdom government payment fully unconditionally guaranteed by United Kingdom government or central bank of United Kingdom government, in either case (x)(i) or (ii), not callable or redeemable at option of issuer, and (y) certificates, depositary receipts or other instruments evidence direct ownership interest in obligations described
ownership interest in obligations described in clause (x)(i) or (x)(ii) above or in any specific principal or interest payments due in respect thereof. required to deliver to trustee opinion of counsel that deposit and related defeasance will not cause holders and beneficial owners of Notes of series to recognize income, gain or loss for federal income tax purposes. If elect legal defeasance, opinion of counsel must be based upon ruling from U. S. Internal Revenue Service or change in law to
S. Internal Revenue Service or change in law to effect.exercise legal defeasance option notwithstanding prior exercise of covenant defeasance option. Book-Entry and Settlement Notes issued in book-entry form represented by global notes deposited with or on behalf of common depositary on behalf of Euroclear and Clearstream registered in name of common depositary or nominee. Except described certificated notes not issued in exchange for beneficial interests in global notes. Certificated Notes Subject to
in global notes. Certificated Notes Subject to certain conditions Notes represented by global notes exchangeable for certificated notes in definitive form of like tenor minimum denominations of €100,000 principal amount integral multiples of €1,000 in excess thereof in case of 2022 Notes, 2024 Notes, 0. 000% 2025 Notes, 0. 875% 2025 Notes, 2026 Notes, 2027 Notes, 1. 375% 2029 Notes 2031 Notes, minimum denominations of £100,000 principal amount integral multiples of £1,000 in excess thereof in case of 3.
of £1,000 in excess thereof in case of 3. 050% 2029 Notes and 2042 Notes, if: 1. common depositary notifies us unwilling or unable to continue as depositary or
|
* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
```json
{
"scale": 20.0,
"similarity_fct": "cos_sim"
}
```
### Training Hyperparameters
#### Non-Default Hyperparameters
- `eval_strategy`: steps
- `per_device_train_batch_size`: 4
- `per_device_eval_batch_size`: 4
- `num_train_epochs`: 4
- `fp16`: True
- `batch_sampler`: no_duplicates
- `multi_dataset_batch_sampler`: round_robin
#### All Hyperparameters
Click to expand
- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: steps
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 4
- `per_device_eval_batch_size`: 4
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 5e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1
- `num_train_epochs`: 4
- `max_steps`: -1
- `lr_scheduler_type`: linear
- `lr_scheduler_kwargs`: {}
- `warmup_ratio`: 0.0
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: True
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `no_cuda`: False
- `use_cpu`: False
- `use_mps_device`: False
- `seed`: 42
- `data_seed`: None
- `jit_mode_eval`: False
- `use_ipex`: False
- `bf16`: False
- `fp16`: True
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: False
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch
- `optim_args`: None
- `adafactor`: False
- `group_by_length`: False
- `length_column_name`: length
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `use_legacy_prediction_loop`: False
- `push_to_hub`: False
- `resume_from_checkpoint`: None
- `hub_model_id`: None
- `hub_strategy`: every_save
- `hub_private_repo`: False
- `hub_always_push`: False
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`:
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `dispatch_batches`: None
- `split_batches`: None
- `include_tokens_per_second`: False
- `include_num_input_tokens_seen`: False
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: False
- `eval_use_gather_object`: False
- `batch_sampler`: no_duplicates
- `multi_dataset_batch_sampler`: round_robin