A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
Paper • 2410.13639 • Published • 19
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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'solution', 'id', 'problem', 'url'}) and 4 missing columns ({'score', 'question', 'context', 'prompt'}).
This happened while the json dataset builder was generating data using
zip://BoN_4_GPT4o_aime.json::/tmp/hf-datasets-cache/medium/datasets/97967695515980-config-parquet-and-info-SiweiWu-o1_analysis_resul-acd91c66/hub/datasets--SiweiWu--o1_analysis_results/snapshots/11ffa243a910437f211c60f9208a80d9cf450c14/results.zip
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 580, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
id: int64
problem: string
solution: string
answer: string
url: string
response: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 794
to
{'question': Value(dtype='string', id=None), 'context': Value(dtype='string', id=None), 'answer': Value(dtype='string', id=None), 'score': Value(dtype='int64', id=None), 'prompt': Value(dtype='string', id=None), 'response': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1392, 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 1041, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 999, 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 1740, 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 1871, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 4 new columns ({'solution', 'id', 'problem', 'url'}) and 4 missing columns ({'score', 'question', 'context', 'prompt'}).
This happened while the json dataset builder was generating data using
zip://BoN_4_GPT4o_aime.json::/tmp/hf-datasets-cache/medium/datasets/97967695515980-config-parquet-and-info-SiweiWu-o1_analysis_resul-acd91c66/hub/datasets--SiweiWu--o1_analysis_results/snapshots/11ffa243a910437f211c60f9208a80d9cf450c14/results.zip
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
question string | context string | answer string | score int64 | prompt string | response string |
|---|---|---|---|---|---|
When was the date of birth of one of the founder of Congo Reform Association? | E. D. Morel. Edmund Dene Morel, originally Georges Eduard Pierre Achille Morel de Ville (10 July 1873 – 12 November 1924), was a British journalist, author, pacifist, and politician. In collaboration with Roger Casement, Morel led a campaign against slavery in the Congo Free State, founding the Congo Reform Association... | 1 September 1864 | 0 | Give you a question: When was the date of birth of one of the founder of Congo Reform Association?, and a context: E. D. Morel. Edmund Dene Morel, originally Georges Eduard Pierre Achille Morel de Ville (10 July 1873 – 12 November 1924), was a British journalist, author, pacifist, and politician. In collaboration with ... | ```json
{
"title": "Correct Response",
"content": "Edmund Dene Morel, one of the founders of the Congo Reform Association, was born on 10 July 1873.",
"next_action": "confirm"
}
``` |
Born on 6 March 1937, this man was also a citizen of the United Kingdom. | Chawalit Kamutchati. Chawalit Kamutchati (born 6 March 1937) is a Thai former sports shooter. He competed in the 50 metre rifle, three positions event at the 1972 Summer Olympics.William Bonfield. William Bonfield CBE, FREng, FRS (born 6 March 1937) is a British material scientist, and Emeritus Professor of Medical Mat... | Alistair Grant | 0 | Give you a question: Born on 6 March 1937, this man was also a citizen of the United Kingdom., and a context: Chawalit Kamutchati. Chawalit Kamutchati (born 6 March 1937) is a Thai former sports shooter. He competed in the 50 metre rifle, three positions event at the 1972 Summer Olympics.William Bonfield. William Bonfi... | ```json
{
"title": "Identifying Correct Response",
"content": "The response that matches the context is: 'The man born on 6 March 1937 who was also a citizen of the United Kingdom is William Bonfield.'",
"next_action": "confirm"
}
``` |
The Waterloo Vase has been used as a garden ornament at whose residence and administrative headquarters? | Whirligig. A whirligig is an object that spins or whirls, or has at least one part that spins or whirls. Whirligigs are also known as pinwheels, buzzers, comic weathervanes, gee-haws, spinners, whirlygigs, whirlijig, whirlyjig, whirlybird, or plain whirly. Whirligigs are most commonly powered by the wind but can be han... | reigning monarch of the United Kingdom | 0 | Give you a question: The Waterloo Vase has been used as a garden ornament at whose residence and administrative headquarters?, and a context: Whirligig. A whirligig is an object that spins or whirls, or has at least one part that spins or whirls. Whirligigs are also known as pinwheels, buzzers, comic weathervanes, gee-... | ```json
{
"title": "Correct Response for Given Context",
"content": "The Waterloo Vase has been used as a garden ornament at the residence and administrative headquarters of Buckingham Palace, London.",
"next_action": "supply_information"
}
``` |
Which band formed in England, Of Montreal or Vib Gyor? | The Gorgeous. The Gorgeous were a Canadian metalcore band formed in the summer of 2003 in Montreal. The band formed with Dali Shaw on guitar, Julien Brousseau on Bass and Miguel Shaw on drums. The three played a few shows without a vocalist and quickly recruited Jordon Daniel.The White EP (Vib Gyor EP). The "White EP" ... | Vib Gyor was a band that was formed in Leeds, England. | 0 | Give you a question: Which band formed in England, Of Montreal or Vib Gyor?, and a context: The Gorgeous. The Gorgeous were a Canadian metalcore band formed in the summer of 2003 in Montreal. The band formed with Dali Shaw on guitar, Julien Brousseau on Bass and Miguel Shaw on drums. The three played a few shows withou... | ```json
{
"title": "Identifying the Correct Response",
"content": "Based on the context provided, Vib Gyor was the band formed in England, specifically in Leeds.",
"next_action": "confirm"
}
``` |
Wendy Ayche was featured in 2016 in an annual production created by Youtube and what other organization? | Rana Hydroelectric Power Station. The Rana Power Station ("Rana kraftverk") is a hydroelectric power station located in Rana, Nordland, Norway. It operates at an installed capacity of 500 MW , with an average annual production of about 2,100 GWh. The station is owned by Statkraft. In terms of annual production in Norwa... | Portal A Interactive | 0 | Give you a question: Wendy Ayche was featured in 2016 in an annual production created by Youtube and what other organization?, and a context: Rana Hydroelectric Power Station. The Rana Power Station ("Rana kraftverk") is a hydroelectric power station located in Rana, Nordland, Norway. It operates at an installed capaci... | ```json
{
"title": "Correct Response Identification",
"content": "Wendy Ayche was featured in the annual YouTube Rewind in 2016, created by YouTube and Google.",
"next_action": "finalize_response"
}
``` |
Where did the architect of the Governor's House, located in Knutsford, graduate from college? | Dukenfield Hall. Dukenfield Hall is a country house located between Knutsford and Mobberley in Cheshire, England. Now a symmetrical brick building, it originated in the late 16th or early 17th century as a small cruck-framed house, entered at one end. During the 17th century it was faced with brick, cross wings were ad... | Cambridge University | 0 | Give you a question: Where did the architect of the Governor's House, located in Knutsford, graduate from college?, and a context: Dukenfield Hall. Dukenfield Hall is a country house located between Knutsford and Mobberley in Cheshire, England. Now a symmetrical brick building, it originated in the late 16th or early 1... | ```json
{
"title": "Identifying Relevant Information",
"content": "The architect of the Governor's House in Knutsford, Edmund Sharpe, graduated from college, but the context provided does not specify which college he attended.",
"next_action": "confirm"
}
``` |
Which of the city at the south of Shelly Beach, New South Wales is a local government area in the Hunter region of New South Wales, Australia? | Bucketty. Bucketty is a locality in the City of Cessnock local government area (LGA), in New South Wales, Australia. It is in the south of the LGA, immediately adjacent to the border with the City of Hawkesbury and Central Coast Council, in the Lower Hunter Region, about 105 km north of Sydney, and 55 km from Cessnock,... | City of Newcastle | 0 | Give you a question: Which of the city at the south of Shelly Beach, New South Wales is a local government area in the Hunter region of New South Wales, Australia?, and a context: Bucketty. Bucketty is a locality in the City of Cessnock local government area (LGA), in New South Wales, Australia. It is in the south of t... | ```json
{
"title": "Selecting the Most Accurate Response",
"content": "The most accurate response for the given context is: 'The city south of Shelly Beach, New South Wales, that is a local government area in the Hunter region of New South Wales, Australia, is the City of Cessnock.'",
"next_action": "contin... |
What is the name for the adventure in "Tunnels and Trolls", a game designed by Ken St. Andre? | Tunnels & Trolls. Tunnels & Trolls (abbreviated "T&T") is a fantasy role-playing game designed by Ken St. Andre and first published in 1975 by Flying Buffalo. The second modern role-playing game published, it was written by Ken St. Andre to be a more accessible alternative to "Dungeons & Dragons" and is suitable fo... | Arena of Khazan | 0 | Give you a question: What is the name for the adventure in "Tunnels and Trolls", a game designed by Ken St. Andre?, and a context: Tunnels & Trolls. Tunnels & Trolls (abbreviated "T&T") is a fantasy role-playing game designed by Ken St. Andre and first published in 1975 by Flying Buffalo. The second modern role-pla... | ```json
{
"title": "Adventure Name Inquiry",
"content": "The name for the adventure in \"Tunnels and Trolls,\" a game designed by Ken St. Andre, is not explicitly mentioned in the provided context.",
"next_action": "provide_additional_context"
}
``` |
The Indian actor and philanthropist, who starred in "Mera Damad," entered the film industry in what year? | Tulu cinema. Tulu cinema is a part of Indian cinema. The Tulu film industry is also called Coastalwood. It produces 5 to 7 films annually. The first Tulu film was "Enna Thangadi" released in 1971. Usually, earlier, these films were released in theatres across the Tulu Nadu region. But currently the Tulu film industry h... | 1977 | 0 | Give you a question: The Indian actor and philanthropist, who starred in "Mera Damad," entered the film industry in what year?, and a context: Tulu cinema. Tulu cinema is a part of Indian cinema. The Tulu film industry is also called Coastalwood. It produces 5 to 7 films annually. The first Tulu film was "Enna Thangadi... | ```json
{
"title": "Actor's Film Industry Entry",
"content": "The Indian actor who starred in 'Mera Damad' is Tariq Khan. He entered the film industry in 1973.",
"next_action": "provide_information"
}
``` |
Which writer was from England, Henry Roth or Robert Erskine Childers? | Gretchen Osgood Warren. Gretchen Osgood Warren (19 March 1868 – September 1961), the wife of Fiske Warren, was an actress, singer and poet. The daughter of Dr. Hamilton Osgood and Margaret Cushing Osgood of Beacon Hill, Boston, Massachusetts, her younger sister was Mary Alden Childers, the wife of writer and Irish nati... | Robert Erskine Childers DSC | 0 | Give you a question: Which writer was from England, Henry Roth or Robert Erskine Childers?, and a context: Gretchen Osgood Warren. Gretchen Osgood Warren (19 March 1868 – September 1961), the wife of Fiske Warren, was an actress, singer and poet. The daughter of Dr. Hamilton Osgood and Margaret Cushing Osgood of Beacon... | ```json
{
"title": "Identifying the English Writer",
"content": "The writer from England is Robert Erskine Childers.",
"next_action": "continue"
}
``` |
Who did the Star and Dagger bass player marry? | Winnebago Deal. Winnebago Deal are a rock music band from Oxford, United Kingdom. They started life in the late 1990s at Bartholomew School in Eynsham, with Ben Perrier (vocals, guitar) and Ben Thomas (then on guitar) writing songs then recruiting a drummer and bass player through an ad. They played their first gig in ... | Sean Yseult. | 0 | Give you a question: Who did the Star and Dagger bass player marry?, and a context: Winnebago Deal. Winnebago Deal are a rock music band from Oxford, United Kingdom. They started life in the late 1990s at Bartholomew School in Eynsham, with Ben Perrier (vocals, guitar) and Ben Thomas (then on guitar) writing songs then... | ```json
{
"title": "Identifying Correct Information",
"content": "The context provided does not contain information about who the Star and Dagger bass player married. To answer this question, additional information about the Star and Dagger band members would be needed.",
"next_action": "seek_additional_inf... |
What movie is the the Spinning turtle attraction in the worlds 21st largest theme park based off of? | National Australia Bank. National Australia Bank (abbreviated NAB, branded nab) is one of the four largest financial institutions in Australia in terms of market capitalisation, earnings and customers. NAB was ranked 21st largest bank in the world measured by market capitalisation and 41st largest bank in the world as ... | Finding Nemo | 0 | Give you a question: What movie is the the Spinning turtle attraction in the worlds 21st largest theme park based off of?, and a context: National Australia Bank. National Australia Bank (abbreviated NAB, branded nab) is one of the four largest financial institutions in Australia in terms of market capitalisation, earn... | ```json
{
"title": "Identifying the Correct Context",
"content": "The Spinning Turtle attraction is in Dragon Park Ha Long, which is the 21st largest theme park in the world. The attraction is based on the movie \"Kung Fu Panda.\"",
"next_action": "continue"
}
``` |
Who held the record for the longest service in the Australian Parliament for a woman, and was surpassed by a former Australian politician who was the 29th Speaker of the House of Representatives? | Kathy Sullivan (Australian politician). Kathryn Jean Martin "Kathy" Sullivan AM (born 8 March 1942), Australian politician, was a Liberal member of the Australian Senate from 1974 to 1984, representing Queensland, and a member of the House of Representatives for the Division of Moncrieff, Queensland, from 1984 to 2001.... | Kathryn Jean Martin | 0 | Give you a question: Who held the record for the longest service in the Australian Parliament for a woman, and was surpassed by a former Australian politician who was the 29th Speaker of the House of Representatives?, and a context: Kathy Sullivan (Australian politician). Kathryn Jean Martin "Kathy" Sullivan AM (born ... | ```json
{
"title": "Identifying the Longest Service Record",
"content": "The record for the longest service in the Australian Parliament for a woman, previously held by Kathy Sullivan, was surpassed by Bronwyn Bishop, who was the 29th Speaker of the House of Representatives.",
"next_action": "continue"
}
``... |
Which football team does Lewis Young's older brother, Ashley Young, play for? | Yasuhito Endō. Yasuhito Endō (遠藤 保仁 , Endō Yasuhito , born 28 January 1980 in Sakurajima in Kagoshima Prefecture) is a Japanese footballer, who currently plays for the J. League team Gamba Osaka. His older brother Akihiro, who retired in 2008, is also a former professional footballer, and was selected as one of Japan u... | Premier League club Manchester United and the England national team | 0 | Give you a question: Which football team does Lewis Young's older brother, Ashley Young, play for?, and a context: Yasuhito Endō. Yasuhito Endō (遠藤 保仁 , Endō Yasuhito , born 28 January 1980 in Sakurajima in Kagoshima Prefecture) is a Japanese footballer, who currently plays for the J. League team Gamba Osaka. His older... | ```json
{
"title": "Identifying the Correct Response",
"content": "The context provides that Lewis Jack Young is the younger brother of Ashley Young, who is mentioned as a Manchester United footballer. However, it does not specify Ashley Young's current team.",
"next_action": "continue"
}
``` |
The Vermont Catamounts men's soccer team currently competes in a conference that was formerly known as what from 1988 to 1996? | Vermont Catamounts men's soccer. The Vermont Catamounts men's soccer team represents the University of Vermont in all NCAA Division I men's college soccer competitions. The team competes in the America East Conference.2014–15 Vermont Catamounts men's basketball team. The 2014–15 Vermont Catamounts men's basketball team... | the North Atlantic Conference | 1 | Give you a question: The Vermont Catamounts men's soccer team currently competes in a conference that was formerly known as what from 1988 to 1996?, and a context: Vermont Catamounts men's soccer. The Vermont Catamounts men's soccer team represents the University of Vermont in all NCAA Division I men's college soccer c... | ```json
{
"title": "Correct Historical Conference Name",
"content": "The Vermont Catamounts men's soccer team currently competes in the America East Conference, which was formerly known as the North Atlantic Conference from 1988 to 1996.",
"next_action": "continue"
}
``` |
Are both Dictyosperma, and Huernia described as a genus? | Huernia. The genus Huernia (family Apocynaceae, subfamily Asclepiadoideae) consists of stem succulents from Eastern and Southern Africa, first described as a genus in 1810. The flowers are five-lobed, usually somewhat more funnel- or bell-shaped than in the closely related genus "Stapelia", and often striped vividly in... | yes | 1 | Give you a question: Are both Dictyosperma, and Huernia described as a genus?, and a context: Huernia. The genus Huernia (family Apocynaceae, subfamily Asclepiadoideae) consists of stem succulents from Eastern and Southern Africa, first described as a genus in 1810. The flowers are five-lobed, usually somewhat more fun... | ```json
{
"title": "Evaluating Genus Information",
"content": "Based on the context provided, Huernia is described as a genus. However, the context does not provide information about Dictyosperma, so we cannot determine from this context whether Dictyosperma is described as a genus.",
"next_action": "verify... |
What are both James Hetfield and Bob Marley? | Hammer (song). "Hammer" is a song by Bob Marley. It was first recorded early in Marley's career (probably 1968) but never appeared on the Bob Marley & The Wailers studio albums in the seventies. JAD Records ultimately released remastered versions of the early studio sessions of Bob Marley & Wailers; "Hammer" is include... | musician, singer, and songwriter | 0 | Give you a question: What are both James Hetfield and Bob Marley?, and a context: Hammer (song). "Hammer" is a song by Bob Marley. It was first recorded early in Marley's career (probably 1968) but never appeared on the Bob Marley & The Wailers studio albums in the seventies. JAD Records ultimately released remastered ... | ```json
{
"title": "Identifying Commonality",
"content": "Based on the context provided, both James Hetfield and Bob Marley are musicians. James Hetfield is associated with ESP Guitars, and Bob Marley is known for his reggae music and his band, Bob Marley & The Wailers.",
"next_action": "confirm"
}
``` |
Name a musician that worked with Hiren Roy and Vilayat Khan. | Anjan Chattopadhyay. Anjan Chattopadhyay, the sitar player, born in a Bengali aristocratic family in Calcutta, India, was initiated to the art of sitar playing by his elder brother, a veteran Surbahar player, Pandit Gourisankar Chattopadhyay, a disciple of Pandit Birendra Kishore Roy Chowdhury. In addition to that he s... | Nikhil Banerjee | 1 | Give you a question: Name a musician that worked with Hiren Roy and Vilayat Khan., and a context: Anjan Chattopadhyay. Anjan Chattopadhyay, the sitar player, born in a Bengali aristocratic family in Calcutta, India, was initiated to the art of sitar playing by his elder brother, a veteran Surbahar player, Pandit Gouris... | ```json
{
"title": "Identifying the Musician",
"content": "Based on the provided context, Nikhil Banerjee is a musician who worked with Hiren Roy and Vilayat Khan.",
"next_action": "confirm_selection"
}
``` |
End of preview.
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This repository contains the benchmarks used for the paper A Comparative Study on Reasoning Patterns of OpenAI's o1 Model.
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