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R-Search_datasets

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The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: 'test_124' as a scalar of type int64
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
                  arrays = [
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
                  cast_array_to_feature(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: 'test_124' as a scalar of type int64
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1436, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1053, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1898, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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id
int64
question
string
golden_answers
sequence
0
Who is the father-in-law of Queen Hyojeong?
[ "Crown Prince Hyomyeong" ]
1
Which one was established first, Grouplogic or Inbios?
[ "Grouplogic" ]
2
Where was the place of death of the director of film The Decision Of Christopher Blake?
[ "Hollywood" ]
3
Who is the child of the director of film Mukhyamantri (1996 Film)?
[ "Chumki Chowdhury" ]
4
Which film was released earlier, The Devil'S Miner or Don'T Tell?
[ "The Devil'S Miner" ]
5
Who is younger, Halcón Suriano Jr. or Pierre De Geyter?
[ "Halcón Suriano Jr." ]
6
Where did Abe Laboriel Jr.'s father study?
[ "Berklee College of Music" ]
7
Where did Edward Hoby's father study?
[ "St. John's College, Cambridge" ]
8
Who is Lord Herbert Montagu Douglas Scott's maternal grandfather?
[ "James Hamilton" ]
9
Which film came out first, Poznań '56 or The Last Day Of School Before Christmas?
[ "The Last Day Of School Before Christmas" ]
10
Who is the husband of Princess Elene Of Georgia?
[ "Prince Archil of Imereti" ]
11
Which country the director of film Snow Flower And The Secret Fan (Film) is from?
[ "American" ]
12
Which film has the director born first, Gopalapuranam or Here Is The Beauty?
[ "Here Is The Beauty" ]
13
Who is the father of the performer of song Lighter (Miley Cyrus Song)?
[ "Billy Ray Cyrus" ]
14
Where was the place of death of Suzanne Farrington's mother?
[ "London" ]
15
Where was the director of film Eisenstein In Guanajuato born?
[ "Newport, Wales" ]
16
Where did George Tryon, 1St Baron Tryon's father die?
[ "Tripoli" ]
17
What is the cause of death of director of film Destination: Dewsbury?
[ "Parkinson's disease" ]
18
Where was the place of death of the director of film Happy Go Lucky (1936 Film)?
[ "Los Angeles" ]
19
Which film was released earlier, Drive Hard or Make-Out With Violence?
[ "Make-Out With Violence" ]
20
Which album was released first, A Little Light Left or The Best Of Celly Cel?
[ "The Best Of Celly Cel" ]
21
What is the award that the performer of song In My Mind (Heather Headley Song) got?
[ "Tony Award for Best Actress in a Musical" ]
22
Which film has the director born earlier, The Adventures Of Priscilla, Queen Of The Desert or Harvest: 3,000 Years?
[ "Harvest: 3,000 Years" ]
23
Where did the director of film Man Detained graduate from?
[ "Churcher's College" ]
24
Where was the place of burial of Auguste Tessier's father?
[ "Cimetière Notre-Dame-de-Belmont" ]
25
Where was the place of death of the director of film The First Day Of Freedom?
[ "Florida" ]
26
Do both films Apache Woman and Dime With A Halo have the directors from the same country?
[ "yes" ]
27
Do both My Friend From The Park and Punks (Film) films have the directors from the same country?
[ "no" ]
28
What is the place of birth of the performer of song Svennebanan?
[ "Västerås" ]
29
Where did the performer of song Words Of Love die?
[ "Clear Lake, Iowa" ]
30
What nationality is the director of film Guns Of Diablo?
[ "American" ]
31
Who is the paternal grandfather of Konrad Vi The Dean?
[ "Konrad II the Gray" ]
32
Where was the place of death of Anna Of Pomerania's father?
[ "Stettin" ]
33
Who is Catherine Fitzcharles's paternal grandmother?
[ "Henrietta Maria of France" ]
34
Where was the founder of Douro Wine Company born?
[ "Lisbon" ]
35
Who is Thomas Lyon, 8Th Earl Of Strathmore And Kinghorne's paternal grandfather?
[ "Patrick Lyon, 3rd Earl of Strathmore and Kinghorne" ]
36
Who is the spouse of the performer of song Les Rois Du Monde?
[ "Joy Esther" ]
37
What is the place of birth of S. G. Kittappa's wife?
[ "Kodumudi" ]
38
Who is the mother-in-law of Blanche Of Navarre, Duchess Of Brittany?
[ "Alix" ]
39
Where was the performer of song Believe It (Meek Mill Song) detained?
[ "State Correctional Institution – Chester" ]
40
Which film has the director who died later, The Monkey Talks or Varakatnam?
[ "Varakatnam" ]
41
Who is the maternal grandfather of Philip Of Ibelin (1180–1227)?
[ "John Doukas Komnenos" ]
42
Where did Thep Kasattri's father die?
[ "Ayutthaya" ]
43
Where was the father of Frederick, Prince Of Hohenzollern born?
[ "Benrath" ]
44
Who is Titus Junius Brutus's paternal grandfather?
[ "Marcus Junius" ]
45
Who is older, Edward Bligh, 5Th Earl Of Darnley or Adolfo Costa Du Rels?
[ "Edward Bligh, 5Th Earl Of Darnley" ]
46
When was Edward Douglas-Pennant, 3Rd Baron Penrhyn's father born?
[ "30 September 1836" ]
47
Which film was released first, The Pirate'S Dream or Prem Mhanje Prem Mhanje Prem Asta?
[ "The Pirate'S Dream" ]
48
Which film has the director who was born later, Accident 703 or Habana Eva?
[ "Habana Eva" ]
49
Were Alan Stephenson Boyd and Charles Grandison Finney of the same nationality?
[ "yes" ]
50
Who lived longer, Jean Grémillon or Ángel Recasens?
[ "Ángel Recasens" ]
51
Are Gaulier River and Hallowing Run located in the same country?
[ "no" ]
52
Where did William Henry Gregory's wife die?
[ "Coole Park" ]
53
Where was the place of death of the director of film Touki Bouki?
[ "Paris" ]
54
Did the movies The Hideout (Film) and Trieste Mia!, originate from the same country?
[ "yes" ]
55
Where did the director of film The Great Circus Mystery die?
[ "Los Angeles County" ]
56
What is the place of birth of Elijah Blue Allman's father?
[ "Nashville, Tennessee" ]
57
Which award the director of film Ang Padrino won?
[ "National Artist of the Philippines" ]
58
Who is Pepin Of Herstal's paternal grandfather?
[ "Arnulf" ]
59
Where was the father of Benedikte Shetelig Kruse born?
[ "London" ]
60
Who are William Cunningham, 9Th Earl Of Glencairn's aunt?
[ "Lady Ann Cunningham and Margaret Cunningham" ]
61
Are both directors of films Modern Mothers and The Slaughter Rule from the same country?
[ "no" ]
62
What is the award that the composer of film C.I.D. (1956 Film) got?
[ "Filmfare Award" ]
63
Who is James Franklin Perry's sibling-in-law?
[ "Stephen F. Austin" ]
64
What is the place of birth of the composer of film Raagam Thaanam Pallavi?
[ "Kerala" ]
65
Why did Elizabeth Bacon Custer's husband die?
[ "Battle of the Little Bighorn" ]
66
Which film has the director who was born first, Perdón, Viejita or Smokey And The Bandit?
[ "Perdón, Viejita" ]
67
Was Arcadio Padilla or Leon Duray born first?
[ "Leon Duray" ]
68
Who is the paternal grandfather of Euphemia Ii, Countess Of Ross?
[ "Walter Leslie" ]
69
Where was the place of burial of Henry Of Blois's father?
[ "Ramla" ]
70
Which film has the director who is older than the other, Spooks And Spirits or Cat Chaser?
[ "Spooks And Spirits" ]
71
What is the place of birth of the director of film Love Between The Raindrops?
[ "Vyškov" ]
72
Which country the founder of Team Red Bull (Nascar Team) is from?
[ "Austrian" ]
73
Was Alan Haynes or Marie-Georges-Gérard-Léon Le Maire De Warzée D'Hermalle born first?
[ "Marie-Georges-Gérard-Léon Le Maire De Warzée D'Hermalle" ]
74
Where did the founder of university Escuela Superior Latinoamericana De Informática graduate from?
[ "University of Buenos Aires" ]
75
Who is the paternal grandfather of Bruno Ii Von Berg?
[ "Adolf II of Berg" ]
76
Who was born earlier, Martin Stapleton or Gina Fulton?
[ "Gina Fulton" ]
77
Which film came out earlier, A Wall Of Silence or Agent 3S3: Massacre In The Sun?
[ "Agent 3S3: Massacre In The Sun" ]
78
What is the place of birth of the performer of song Afterglow (Tina Turner Song)?
[ "Nutbush" ]
79
Who is the paternal grandfather of Duchess Elisabeth Alexandrine Of Württemberg?
[ "Frederick II Eugene, Duke of Württemberg" ]
80
When is the founder of Apo Group 's birthday?
[ "November 3, 1975" ]
81
Where was the place of death of the performer of song Solhverv?
[ "Sweden" ]
82
Which film has the director who was born later, Tarzan'S Hidden Jungle or The Brink'S Job?
[ "The Brink'S Job" ]
83
Which film has the director who is older than the other, My Own Private Idaho or Bread, Love And Dreams?
[ "Bread, Love And Dreams" ]
84
Which film was released earlier, Ontari (Film) or A Private'S Affair?
[ "A Private'S Affair" ]
85
Who is Adelaide Of Burgundy, Duchess Of Brabant's paternal grandfather?
[ "Odo III, Duke of Burgundy" ]
86
Who is the sibling-in-law of Giuditta Grisi?
[ "Giovanni Matteo Mario" ]
87
Who was born later, Allan Havey or Bradley Dredge?
[ "Bradley Dredge" ]
88
Which film was released more recently, Nearly A Deserter or Face À L'Océan?
[ "Face À L'Océan" ]
89
Who was born later, Franz Xaver Haberl or Sharon Richardson?
[ "Sharon Richardson" ]
90
Who is the spouse of the director of film The Ear?
[ "Alena Mihulová" ]
91
Which film came out first, The Ex-Wife Of My Life or Wrangler'S Roost?
[ "Wrangler'S Roost" ]
92
What nationality is the director of film Astronauts Gone Wild?
[ "American" ]
93
Who is the father of the director of film Manasuku Nachindi?
[ "Krishna" ]
94
Which film whose director was born first, The Olsen Gang'S Big Score or To Be Or Not To Be (1983 Film)?
[ "The Olsen Gang'S Big Score" ]
95
Which film has the director who died first, The Wild Bull'S Lair or Devotion (1950 Film)?
[ "The Wild Bull'S Lair" ]
96
Are You Had To Be A Gypsy and Paul Blart: Mall Cop from the same country?
[ "no" ]
97
What is the place of birth of María De Los Remedios De Escalada's husband?
[ "Yapeyú" ]
98
Which country the performer of song Den Lilla Fågeln is from?
[ "Sweden" ]
99
Which film was released earlier, Fast Five or The Testament Of Dr. Mabuse?
[ "The Testament Of Dr. Mabuse" ]
End of preview.

R-Search: Empowering LLM Reasoning with Search via Multi-Reward Reinforcement Learning

Paper

🤗 [R-Search Datasets] • 💻 [Github Repo]

R-Search is a novel reinforcement learning framework for reasoning–search integration. It enables LLMs to autonomously perform multi-step reasoning with deep search interaction, and to learn optimal reasoning–search trajectories via multi-reward signals, substantially improving performance on complex logic- and knowledge-intensive tasks.

Trained Models

We open-sourced the following models trained only on the 2wikimultihopqa training set:

Model Huggingface Repo Description
R-Search-7b-grpo 🤗 Huggingface Repo Trained Qwen2.5-7B-Instruct using the GRPO algorithm
R-Search-3b-grpo 🤗 Huggingface Repo Trained Qwen2.5-3B-Instruct using the GRPO algorithm
R-Search-7b-ppo 🤗 Huggingface Repo Trained Qwen2.5-7B-Instruct using the PPO algorithm
R-Search-3b-ppo 🤗 Huggingface Repo Trained Qwen2.5-3B-Instruct using the PPO algorithm
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Models trained or fine-tuned on qingfei1/R-Search_datasets

Collection including qingfei1/R-Search_datasets