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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type int64 to null
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 310, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 130, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2303, in cast_table_to_schema
                  cast_array_to_feature(
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1852, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2059, in cast_array_to_feature
                  _c(array.field(name) if name in array_fields else null_array, subfeature)
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1854, in wrapper
                  return func(array, *args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2143, in cast_array_to_feature
                  return array_cast(
                         ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1854, in wrapper
                  return func(array, *args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2005, in array_cast
                  raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
              TypeError: Couldn't cast array of type int64 to null
              
              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 1348, 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 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 890, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1869, 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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model_path
string
user_model_path
string
benchmark_name
string
task_name
string
sampling_params
dict
user_sampling_params
dict
messages
list
eval_result
dict
meta
dict
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[ { "role": "system", "content": "# Retail agent policy\n\nAs a retail agent, you can help users cancel or modify pending orders, return or exchange delivered orders, modify their default user address, or provide information about their own profile, orders, and related products.\n\n- At the beginning of the c...
{ "score": 1, "db_match": true }
{ "id": "retail_0", "is_correct": true, "finish_reason": "user_stop", "run_timestamp": null, "simulation_start_time": null, "simulation_end_time": null, "duration_seconds": null, "agent_cost": 0, "user_cost": 0.0007, "reward_details": { "db_reward": 1, "reward_breakdown": null, "nl_asser...
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[ { "role": "system", "content": "# Retail agent policy\n\nAs a retail agent, you can help users cancel or modify pending orders, return or exchange delivered orders, modify their default user address, or provide information about their own profile, orders, and related products.\n\n- At the beginning of the c...
{ "score": 1, "db_match": true }
{ "id": "retail_1", "is_correct": true, "finish_reason": "user_stop", "run_timestamp": null, "simulation_start_time": null, "simulation_end_time": null, "duration_seconds": null, "agent_cost": 0, "user_cost": 0.0008, "reward_details": { "db_reward": 1, "reward_breakdown": null, "nl_asser...
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[ { "role": "system", "content": "# Retail agent policy\n\nAs a retail agent, you can help users cancel or modify pending orders, return or exchange delivered orders, modify their default user address, or provide information about their own profile, orders, and related products.\n\n- At the beginning of the c...
{ "score": 1, "db_match": false }
{ "id": "retail_2", "is_correct": false, "finish_reason": "user_stop", "run_timestamp": null, "simulation_start_time": null, "simulation_end_time": null, "duration_seconds": null, "agent_cost": 0, "user_cost": 0.0008, "reward_details": { "db_reward": null, "reward_breakdown": null, "nl_a...
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[ { "role": "system", "content": "# Retail agent policy\n\nAs a retail agent, you can help users cancel or modify pending orders, return or exchange delivered orders, modify their default user address, or provide information about their own profile, orders, and related products.\n\n- At the beginning of the c...
{ "score": 0, "db_match": false }
{ "id": "retail_3", "is_correct": false, "finish_reason": "user_stop", "run_timestamp": null, "simulation_start_time": null, "simulation_end_time": null, "duration_seconds": null, "agent_cost": 0, "user_cost": 0.0008, "reward_details": { "db_reward": null, "reward_breakdown": null, "nl_a...
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[ { "role": "system", "content": "# Retail agent policy\n\nAs a retail agent, you can help users cancel or modify pending orders, return or exchange delivered orders, modify their default user address, or provide information about their own profile, orders, and related products.\n\n- At the beginning of the c...
{ "score": 0, "db_match": false }
{ "id": "retail_4", "is_correct": false, "finish_reason": "user_stop", "run_timestamp": null, "simulation_start_time": null, "simulation_end_time": null, "duration_seconds": null, "agent_cost": 0, "user_cost": 0.0007, "reward_details": { "db_reward": null, "reward_breakdown": null, "nl_a...
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[ { "role": "system", "content": "# Retail agent policy\n\nAs a retail agent, you can help users cancel or modify pending orders, return or exchange delivered orders, modify their default user address, or provide information about their own profile, orders, and related products.\n\n- At the beginning of the c...
{ "score": 1, "db_match": true }
{ "id": "retail_5", "is_correct": true, "finish_reason": "user_stop", "run_timestamp": null, "simulation_start_time": null, "simulation_end_time": null, "duration_seconds": null, "agent_cost": 0, "user_cost": 0.001, "reward_details": { "db_reward": 1, "reward_breakdown": null, "nl_assert...
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[{"role":"system","content":"# Retail agent policy\n\nAs a retail agent, you can help users cancel o(...TRUNCATED)
{ "score": 1, "db_match": true }
{"id":"retail_6","is_correct":true,"finish_reason":"user_stop","run_timestamp":null,"simulation_star(...TRUNCATED)
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[{"role":"system","content":"# Retail agent policy\n\nAs a retail agent, you can help users cancel o(...TRUNCATED)
{ "score": 1, "db_match": true }
{"id":"retail_7","is_correct":true,"finish_reason":"user_stop","run_timestamp":null,"simulation_star(...TRUNCATED)
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[{"role":"system","content":"# Retail agent policy\n\nAs a retail agent, you can help users cancel o(...TRUNCATED)
{ "score": 1, "db_match": true }
{"id":"retail_8","is_correct":true,"finish_reason":"user_stop","run_timestamp":null,"simulation_star(...TRUNCATED)
deepseek-ai/DeepSeek-R1-0528
openai/gpt-4o-20240806
taubench
retail
{ "max_tokens": null, "temperature": 0 }
{ "temperature": null }
[{"role":"system","content":"# Retail agent policy\n\nAs a retail agent, you can help users cancel o(...TRUNCATED)
{ "score": 1, "db_match": true }
{"id":"retail_9","is_correct":true,"finish_reason":"user_stop","run_timestamp":null,"simulation_star(...TRUNCATED)
End of preview.

AgentSuite/tau-bench-trajectories

Per-model agent trajectory data for tau-bench (public release).

  • Models: 30
  • Tasks per model: 165
  • One file per model: {model}.jsonl, one JSON object per line.
  • Fields: model_path, user_model_path, benchmark_name, task_name, sampling_params, user_sampling_params, messages, eval_result, meta.
  • sampling_params reflect each benchmark's own implementation; values the benchmark leaves unset are recorded as null (provider default).

Models

  • DeepSeek-R1-0528
  • DeepSeek-V3-0324
  • DeepSeek-V3.2-Exp-thinking-off
  • DeepSeek-V3.2-Exp-thinking-on
  • Kimi-K2-Instruct
  • Kimi-K2-Instruct-0905
  • Qwen3-235B-A22B-FP8
  • Qwen3-235B-A22B-Instruct-2507-FP8
  • Qwen3-235B-A22B-Thinking-2507-FP8
  • Qwen3-Coder-480B-A35B-Instruct-FP8
  • claude-4-opus-thinking-off
  • claude-4-opus-thinking-on-10k
  • claude-4-sonnet-thinking-off
  • claude-4-sonnet-thinking-on-10k
  • claude-4.5-sonnet-thinking-off
  • claude-4.5-sonnet-thinking-on-10k
  • gemini-2.5-flash-thinking-off
  • gemini-2.5-flash-thinking-on
  • gemini-2.5-pro-thinking-on
  • gpt-4.1
  • gpt-4.1-mini
  • gpt-4.1-nano
  • gpt-4o-20240806
  • gpt-4o-mini
  • gpt-5
  • gpt-5-nano
  • gpt-oss-120b
  • gpt-oss-20b
  • o3-high
  • o4-mini-high
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