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CycloneDX
/
cdx1-mlx-8bit

Text Generation
MLX
Safetensors
Transformers
English
qwen2
cdxgen
sbom
supply-chain-security
conversational
text-generation-inference
8-bit precision
Model card Files
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  1. .gitattributes +1 -0
  2. README.md +10 -44
  3. added_tokens.json +25 -0
  4. chat_template.jinja +54 -0
  5. config.json +17 -19
  6. generation_config.json +15 -0
  7. merges.txt +0 -0
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  12. special_tokens_map.json +18 -17
  13. tokenizer.json +0 -0
  14. tokenizer_config.json +119 -694
  15. vocab.json +0 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md CHANGED
@@ -1,50 +1,16 @@
1
  ---
2
- license: apache-2.0
3
- datasets:
4
- - CycloneDX/cdx-docs
5
  language:
6
  - en
7
- base_model:
8
- - unsloth/phi-4
9
  library_name: mlx
 
10
  tags:
11
- - cyclonedx
12
- - cdxgen
13
- - sbom
14
- - security
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- - purl
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- - obom
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- - ml-bom
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- - cbom
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  ---
20
-
21
- **PREVIEW RELEASE**
22
-
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- ## Testing with LM Studio
24
-
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- Use [LM Studio](https://lmstudio.ai/docs/basics/download-model) to download and test this model. Search for `CycloneDX/cdx1-mlx-8bit`.
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-
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- Use the below configurations:
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-
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- ```
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- System Prompt: `You are a helpful assistant to the user.` Use Prompt [Template](https://lmstudio.ai/docs/advanced/prompt-template).
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- Temperature: 0.05
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- Max tokens: 8192 or 16000
33
- Context length: 16000
34
- ```
35
-
36
- ## Testing with mlx
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-
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- Install [miniconda](https://docs.anaconda.com/miniconda/install/) or Python 3.11
39
-
40
- ```
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- conda create --name cdx1-mlx python=3.11
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- conda activate cdx1-mlx
43
- pip install mlx
44
- ```
45
-
46
- LLM Inference from the CLI.
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-
48
- ```shell
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- mlx_lm.generate --model CycloneDX/cdx1-mlx-8bit --system-prompt "You are a helpful assistant to the user." --prompt "tell me about cdxgen" --temp 0.05
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- ```
 
1
  ---
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+ base_model: unsloth/Qwen2.5-Coder-14B-Instruct
 
 
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  language:
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  - en
 
 
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  library_name: mlx
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+ license: apache-2.0
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  tags:
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+ - unsloth
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+ - transformers
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+ - code
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+ - qwen
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+ - qwen-coder
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+ - mlx
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+ pipeline_tag: text-generation
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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config.json CHANGED
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274
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278
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286
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290
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292
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300
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302
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306
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308
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310
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314
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315
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316
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326
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356
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374
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386
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387
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388
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390
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396
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397
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398
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400
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402
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403
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406
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410
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411
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412
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414
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418
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419
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420
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421
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429
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442
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451
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452
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453
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454
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462
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466
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467
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468
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469
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470
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471
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472
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473
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474
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475
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476
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477
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478
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479
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480
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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491
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492
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493
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494
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496
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498
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499
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500
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501
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502
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505
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506
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507
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509
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512
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514
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515
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516
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517
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518
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522
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529
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531
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534
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541
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550
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556
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564
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566
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569
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572
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574
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579
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580
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581
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582
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583
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584
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586
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594
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597
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602
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603
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604
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605
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606
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607
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608
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610
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611
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612
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613
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614
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615
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616
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617
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618
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619
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621
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623
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624
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625
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626
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627
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629
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631
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634
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646
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647
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654
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655
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662
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664
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666
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667
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669
- "content": "<|dummy_74|>",
670
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671
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672
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673
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674
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675
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676
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677
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678
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679
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682
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683
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684
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685
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686
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689
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690
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691
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692
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693
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694
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695
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696
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697
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698
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699
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700
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701
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702
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703
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704
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705
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706
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707
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708
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709
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710
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711
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712
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713
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714
- "special": true
715
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716
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717
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718
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719
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720
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721
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722
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723
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724
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726
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727
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728
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729
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730
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732
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733
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734
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735
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736
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738
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739
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741
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742
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743
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746
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747
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748
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749
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750
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756
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757
- "content": "<|dummy_85|>",
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763
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764
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765
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766
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769
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770
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771
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772
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773
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774
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775
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776
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777
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778
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779
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780
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781
- "bos_token": "<|endoftext|>",
782
- "chat_template": "{% for message in messages %}{% if (message['role'] == 'system') %}{{'<|im_start|>system<|im_sep|>' + message['content'] + '<|im_end|>'}}{% elif (message['role'] == 'user') %}{{'<|im_start|>user<|im_sep|>' + message['content'] + '<|im_end|>'}}{% elif (message['role'] == 'assistant') %}{{'<|im_start|>assistant<|im_sep|>' + message['content'] + '<|im_end|>'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant<|im_sep|>' }}{% endif %}",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
783
  "clean_up_tokenization_spaces": false,
784
  "eos_token": "<|im_end|>",
 
785
  "extra_special_tokens": {},
786
- "model_max_length": 16384,
787
- "pad_token": "<|dummy_87|>",
788
  "padding_side": "left",
789
- "tokenizer_class": "GPT2Tokenizer",
790
- "unk_token": "�"
 
791
  }
 
1
  {
2
+ "add_bos_token": false,
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  "add_prefix_space": false,
4
  "added_tokens_decoder": {
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+ "151643": {
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+ "151644": {
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14
  "content": "<|im_start|>",
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+ "lstrip": false,
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  "content": "<|im_end|>",
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+ "lstrip": false,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
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  },
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+ "rstrip": false,
50
  "single_word": false,
51
  "special": true
52
  },
53
+ "151649": {
54
+ "content": "<|box_end|>",
55
+ "lstrip": false,
56
  "normalized": false,
57
+ "rstrip": false,
58
  "single_word": false,
59
  "special": true
60
  },
61
+ "151650": {
62
+ "content": "<|quad_start|>",
63
+ "lstrip": false,
64
  "normalized": false,
65
+ "rstrip": false,
66
  "single_word": false,
67
  "special": true
68
  },
69
+ "151651": {
70
+ "content": "<|quad_end|>",
71
+ "lstrip": false,
72
  "normalized": false,
73
+ "rstrip": false,
74
  "single_word": false,
75
  "special": true
76
  },
77
+ "151652": {
78
+ "content": "<|vision_start|>",
79
+ "lstrip": false,
80
  "normalized": false,
81
+ "rstrip": false,
82
  "single_word": false,
83
  "special": true
84
  },
85
+ "151653": {
86
+ "content": "<|vision_end|>",
87
+ "lstrip": false,
88
  "normalized": false,
89
+ "rstrip": false,
90
  "single_word": false,
91
  "special": true
92
  },
93
+ "151654": {
94
+ "content": "<|vision_pad|>",
95
+ "lstrip": false,
96
  "normalized": false,
97
+ "rstrip": false,
98
  "single_word": false,
99
  "special": true
100
  },
101
+ "151655": {
102
+ "content": "<|image_pad|>",
103
+ "lstrip": false,
104
  "normalized": false,
105
+ "rstrip": false,
106
  "single_word": false,
107
  "special": true
108
  },
109
+ "151656": {
110
+ "content": "<|video_pad|>",
111
+ "lstrip": false,
112
  "normalized": false,
113
+ "rstrip": false,
114
  "single_word": false,
115
  "special": true
116
  },
117
+ "151657": {
118
+ "content": "<tool_call>",
119
+ "lstrip": false,
120
  "normalized": false,
121
+ "rstrip": false,
122
  "single_word": false,
123
+ "special": false
124
  },
125
+ "151658": {
126
+ "content": "</tool_call>",
127
+ "lstrip": false,
128
  "normalized": false,
129
+ "rstrip": false,
130
  "single_word": false,
131
+ "special": false
132
  },
133
+ "151659": {
134
+ "content": "<|fim_prefix|>",
135
+ "lstrip": false,
136
  "normalized": false,
137
+ "rstrip": false,
138
  "single_word": false,
139
+ "special": false
140
  },
141
+ "151660": {
142
+ "content": "<|fim_middle|>",
143
+ "lstrip": false,
144
  "normalized": false,
145
+ "rstrip": false,
146
  "single_word": false,
147
+ "special": false
148
  },
149
+ "151661": {
150
+ "content": "<|fim_suffix|>",
151
+ "lstrip": false,
152
  "normalized": false,
153
+ "rstrip": false,
154
  "single_word": false,
155
+ "special": false
156
  },
157
+ "151662": {
158
+ "content": "<|fim_pad|>",
159
+ "lstrip": false,
160
  "normalized": false,
161
+ "rstrip": false,
162
  "single_word": false,
163
+ "special": false
164
  },
165
+ "151663": {
166
+ "content": "<|repo_name|>",
167
+ "lstrip": false,
168
  "normalized": false,
169
+ "rstrip": false,
170
  "single_word": false,
171
+ "special": false
172
  },
173
+ "151664": {
174
+ "content": "<|file_sep|>",
175
+ "lstrip": false,
176
  "normalized": false,
177
+ "rstrip": false,
178
  "single_word": false,
179
+ "special": false
180
  },
181
+ "151665": {
182
+ "content": "<|PAD_TOKEN|>",
183
+ "lstrip": false,
184
  "normalized": false,
185
+ "rstrip": false,
186
  "single_word": false,
187
  "special": true
188
  }
189
  },
190
+ "additional_special_tokens": [
191
+ "<|im_start|>",
192
+ "<|im_end|>",
193
+ "<|object_ref_start|>",
194
+ "<|object_ref_end|>",
195
+ "<|box_start|>",
196
+ "<|box_end|>",
197
+ "<|quad_start|>",
198
+ "<|quad_end|>",
199
+ "<|vision_start|>",
200
+ "<|vision_end|>",
201
+ "<|vision_pad|>",
202
+ "<|image_pad|>",
203
+ "<|video_pad|>"
204
+ ],
205
+ "bos_token": null,
206
  "clean_up_tokenization_spaces": false,
207
  "eos_token": "<|im_end|>",
208
+ "errors": "replace",
209
  "extra_special_tokens": {},
210
+ "model_max_length": 131072,
211
+ "pad_token": "<|PAD_TOKEN|>",
212
  "padding_side": "left",
213
+ "split_special_tokens": false,
214
+ "tokenizer_class": "Qwen2Tokenizer",
215
+ "unk_token": null
216
  }
vocab.json CHANGED
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