Datasets:

AETHORIA-AI
/

TR-HASH-Agentic-SFT-2M

Tasks:

Text Generation

Languages:

English

French

Size:

1M<n<10M

License:

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
assistant_supervision: string
bos_token_id: int64
categories: struct<complete_agentic_trajectories: int64, constraints_and_formats: int64, general_conversations:  (... 98 chars omitted)
  child 0, complete_agentic_trajectories: int64
  child 1, constraints_and_formats: int64
  child 2, general_conversations: int64
  child 3, python_code: int64
  child 4, tool_available_direct_answer: int64
  child 5, verified_compact_reasoning: int64
chat_template_id: string
contains_full_trajectories: bool
eos_token_id: int64
examples: int64
files: struct<examples.jsonl: string, input_ids.bin: string, labels.bin: string>
  child 0, examples.jsonl: string
  child 1, input_ids.bin: string
  child 2, labels.bin: string
format: string
history_assistant_turns: string
no_truncation: bool
num_tokens: int64
pad_token_id: int64
seq_len: int64
source_jsonl: string
source_jsonl_sha256: string
supervised_tokens: int64
tokenizer: struct<repository: string, revision: string>
  child 0, repository: string
  child 1, revision: string
vocab_size: int64
source: string
task: string
example_id: string
offset: int64
to
{'example_id': Value('string'), 'task': Value('string'), 'source': Value('string'), 'offset': Value('int64'), 'num_tokens': Value('int64'), 'supervised_tokens': Value('int64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              assistant_supervision: string
              bos_token_id: int64
              categories: struct<complete_agentic_trajectories: int64, constraints_and_formats: int64, general_conversations:  (... 98 chars omitted)
                child 0, complete_agentic_trajectories: int64
                child 1, constraints_and_formats: int64
                child 2, general_conversations: int64
                child 3, python_code: int64
                child 4, tool_available_direct_answer: int64
                child 5, verified_compact_reasoning: int64
              chat_template_id: string
              contains_full_trajectories: bool
              eos_token_id: int64
              examples: int64
              files: struct<examples.jsonl: string, input_ids.bin: string, labels.bin: string>
                child 0, examples.jsonl: string
                child 1, input_ids.bin: string
                child 2, labels.bin: string
              format: string
              history_assistant_turns: string
              no_truncation: bool
              num_tokens: int64
              pad_token_id: int64
              seq_len: int64
              source_jsonl: string
              source_jsonl_sha256: string
              supervised_tokens: int64
              tokenizer: struct<repository: string, revision: string>
                child 0, repository: string
                child 1, revision: string
              vocab_size: int64
              source: string
              task: string
              example_id: string
              offset: int64
              to
              {'example_id': Value('string'), 'task': Value('string'), 'source': Value('string'), 'offset': Value('int64'), 'num_tokens': Value('int64'), 'supervised_tokens': Value('int64')}
              because column names don't match
              
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, 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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example_id string	task string	source string	offset int64	num_tokens int64	supervised_tokens int64
HuggingFaceTB/smol-smoltalk:train:100105338bf75f6a8d96cc10bcfd9bd8	general_conversations	HuggingFaceTB/smol-smoltalk	0	807	95
HuggingFaceTB/smol-smoltalk:train:834136ee3ecf22ae85b7e47756c98b8f	general_conversations	HuggingFaceTB/smol-smoltalk	807	1,383	428
HuggingFaceTB/smol-smoltalk:train:848e0c1c457848b317a59ee938051395	general_conversations	HuggingFaceTB/smol-smoltalk	2,190	1,232	535
HuggingFaceTB/smol-smoltalk:train:7abb4b834bf554cd5637e793b2857a55	general_conversations	HuggingFaceTB/smol-smoltalk	3,422	550	274
HuggingFaceTB/smol-smoltalk:train:06e8600dff573ad76d1b80419333bf21	general_conversations	HuggingFaceTB/smol-smoltalk	3,972	181	100
HuggingFaceTB/smol-smoltalk:train:4e55399788e04733003cdb057534dd66	general_conversations	HuggingFaceTB/smol-smoltalk	4,153	77	33
HuggingFaceTB/smol-smoltalk:train:d9d8d799956344fa4a14539ebf3d6624	general_conversations	HuggingFaceTB/smol-smoltalk	4,230	452	170
HuggingFaceTB/smol-smoltalk:train:d041cbac85dca5121c829f5cbc30d8b8	general_conversations	HuggingFaceTB/smol-smoltalk	4,682	1,224	426
HuggingFaceTB/smol-smoltalk:train:541ea85d57b59360da20bfb621772f4a	general_conversations	HuggingFaceTB/smol-smoltalk	5,906	1,344	564
HuggingFaceTB/smol-smoltalk:train:88d28584b5fd9b716dfc1b80e646b7c1	general_conversations	HuggingFaceTB/smol-smoltalk	7,250	387	48
HuggingFaceTB/smol-smoltalk:train:3807f17f653134dded05e56dbc56f862	general_conversations	HuggingFaceTB/smol-smoltalk	7,637	1,081	448
HuggingFaceTB/smol-smoltalk:train:54171d1d272b2a2c5d389d32ecb03a29	general_conversations	HuggingFaceTB/smol-smoltalk	8,718	405	207
HuggingFaceTB/smol-smoltalk:train:ec3ba5dc40cbb9736e693614d838da0b	general_conversations	HuggingFaceTB/smol-smoltalk	9,123	299	105
HuggingFaceTB/smol-smoltalk:train:f1e68a02c4169a9c3e54127fd8ef860e	general_conversations	HuggingFaceTB/smol-smoltalk	9,422	116	47
HuggingFaceTB/smol-smoltalk:train:a374bf1d06a8984047baa98b8ebc748a	general_conversations	HuggingFaceTB/smol-smoltalk	9,538	635	108
HuggingFaceTB/smol-smoltalk:train:74aa35a11a5282a06a0f4616b62c3832	general_conversations	HuggingFaceTB/smol-smoltalk	10,173	384	318
HuggingFaceTB/smol-smoltalk:train:24be0498132a802c0cd998e232567d05	general_conversations	HuggingFaceTB/smol-smoltalk	10,557	230	218
HuggingFaceTB/smol-smoltalk:train:e693412a9915542330ac12d30c7c704c	general_conversations	HuggingFaceTB/smol-smoltalk	10,787	1,318	491
HuggingFaceTB/smol-smoltalk:train:63cc9b4b5eb25a8bffc9237d73512803	general_conversations	HuggingFaceTB/smol-smoltalk	12,105	504	68
HuggingFaceTB/smol-smoltalk:train:a8a950238deb957456cb83e502485920	general_conversations	HuggingFaceTB/smol-smoltalk	12,609	1,007	285
HuggingFaceTB/smol-smoltalk:train:8e33f73ef1d0bfde38bba7e3d129906c	general_conversations	HuggingFaceTB/smol-smoltalk	13,616	545	87
HuggingFaceTB/smol-smoltalk:train:6e87288c9bc30c3b32684916e696d899	general_conversations	HuggingFaceTB/smol-smoltalk	14,161	1,111	354
HuggingFaceTB/smol-smoltalk:train:c44a495344dd69e4f4d17daee3723c4a	general_conversations	HuggingFaceTB/smol-smoltalk	15,272	529	401
HuggingFaceTB/smol-smoltalk:train:24ad012725b51ac282a76415472b7eec	general_conversations	HuggingFaceTB/smol-smoltalk	15,801	1,096	380
HuggingFaceTB/smol-smoltalk:train:4efb6f026d696aa1c848c4be3522a578	general_conversations	HuggingFaceTB/smol-smoltalk	16,897	817	685
HuggingFaceTB/smol-smoltalk:train:162b3211260a0d8d946bc71840a04821	general_conversations	HuggingFaceTB/smol-smoltalk	17,714	1,331	474
HuggingFaceTB/smol-smoltalk:train:02ff32de32c6297b2a20d960cf99e9c2	general_conversations	HuggingFaceTB/smol-smoltalk	19,045	250	74
HuggingFaceTB/smol-smoltalk:train:ab7c780d6132f3d5639e40fbd2580aa7	general_conversations	HuggingFaceTB/smol-smoltalk	19,295	1,334	548
HuggingFaceTB/smol-smoltalk:train:5f64ccbbf05d9767b87d7ed3942a54f0	general_conversations	HuggingFaceTB/smol-smoltalk	20,629	1,287	332
HuggingFaceTB/smol-smoltalk:train:e4c476119695be6eee1093d1b1ff4b9b	general_conversations	HuggingFaceTB/smol-smoltalk	21,916	1,266	350
HuggingFaceTB/smol-smoltalk:train:07bb379a0ed1f2c126db6f5fdf82ad10	general_conversations	HuggingFaceTB/smol-smoltalk	23,182	1,290	435
HuggingFaceTB/smol-smoltalk:train:c29a98a9c62fc4a7fe9c7c6bf8d7e16c	general_conversations	HuggingFaceTB/smol-smoltalk	24,472	1,392	473
HuggingFaceTB/smol-smoltalk:train:ee049ef0d60107eb951614fe12086de3	general_conversations	HuggingFaceTB/smol-smoltalk	25,864	1,375	442
HuggingFaceTB/smol-smoltalk:train:329da655a215d8b54eefb03f08ba1bbb	general_conversations	HuggingFaceTB/smol-smoltalk	27,239	1,121	382
HuggingFaceTB/smol-smoltalk:train:61eaddf6b12156efae808bd3c7315042	general_conversations	HuggingFaceTB/smol-smoltalk	28,360	1,092	370
HuggingFaceTB/smol-smoltalk:train:8012a73d451a1d63093daeef3a2324ba	general_conversations	HuggingFaceTB/smol-smoltalk	29,452	1,049	393
HuggingFaceTB/smol-smoltalk:train:c6f2b65bb344da31e1c00d3fe3a3100f	general_conversations	HuggingFaceTB/smol-smoltalk	30,501	775	295
HuggingFaceTB/smol-smoltalk:train:431f45dda1757eaa6349bc797f472ccb	general_conversations	HuggingFaceTB/smol-smoltalk	31,276	942	288
HuggingFaceTB/smol-smoltalk:train:f70d0704cb8fb2135608a60a1bdc2efb	general_conversations	HuggingFaceTB/smol-smoltalk	32,218	1,080	356
HuggingFaceTB/smol-smoltalk:train:ea51078a8f2234d1a25494e5b1ef915a	general_conversations	HuggingFaceTB/smol-smoltalk	33,298	1,161	248
HuggingFaceTB/smol-smoltalk:train:5eed9aaa162fb762a8f4f9e80a4424c1	general_conversations	HuggingFaceTB/smol-smoltalk	34,459	547	479
HuggingFaceTB/smol-smoltalk:train:da10436eebe94ecce6f343a5b9653576	general_conversations	HuggingFaceTB/smol-smoltalk	35,006	893	364
HuggingFaceTB/smol-smoltalk:train:6992346e25aa9ef0fb3fd751280fcea3	general_conversations	HuggingFaceTB/smol-smoltalk	35,899	324	81
HuggingFaceTB/smol-smoltalk:train:ced7d0ff707ba4a9aa6a7694da54e10e	general_conversations	HuggingFaceTB/smol-smoltalk	36,223	150	17
HuggingFaceTB/smol-smoltalk:train:0e11a985370d8554af9b431b66983d36	general_conversations	HuggingFaceTB/smol-smoltalk	36,373	1,414	442
HuggingFaceTB/smol-smoltalk:train:db3d21d5e39743ce7ef7e42808c85693	general_conversations	HuggingFaceTB/smol-smoltalk	37,787	1,376	506
HuggingFaceTB/smol-smoltalk:train:c3420612a170ca87a89340e698448889	general_conversations	HuggingFaceTB/smol-smoltalk	39,163	1,256	558
HuggingFaceTB/smol-smoltalk:train:7470f17ea0f8b376a6ca30490b6a04e1	general_conversations	HuggingFaceTB/smol-smoltalk	40,419	1,382	499
HuggingFaceTB/smol-smoltalk:train:b7ac7ddeec170cce80ce42c92b7bbab5	general_conversations	HuggingFaceTB/smol-smoltalk	41,801	212	97
HuggingFaceTB/smol-smoltalk:train:8810f10deee33fe2b6f24ac410e1d34c	general_conversations	HuggingFaceTB/smol-smoltalk	42,013	1,113	405
HuggingFaceTB/smol-smoltalk:train:9272b1cf9d773755868779abeac21133	general_conversations	HuggingFaceTB/smol-smoltalk	43,126	1,148	376
HuggingFaceTB/smol-smoltalk:train:a44018ff55703f1ebeea235a7d36a36b	general_conversations	HuggingFaceTB/smol-smoltalk	44,274	794	327
HuggingFaceTB/smol-smoltalk:train:d8a29290a0d8890e9760d68bd5920441	general_conversations	HuggingFaceTB/smol-smoltalk	45,068	241	88
HuggingFaceTB/smol-smoltalk:train:a9005bdc1fd67407261b93945209ba97	general_conversations	HuggingFaceTB/smol-smoltalk	45,309	1,357	122
HuggingFaceTB/smol-smoltalk:train:aaab1ffdffa91f146fb07c128f92cac7	general_conversations	HuggingFaceTB/smol-smoltalk	46,666	86	28
HuggingFaceTB/smol-smoltalk:train:83f6f9e2f0703b0b33093231980f96c7	general_conversations	HuggingFaceTB/smol-smoltalk	46,752	314	260
HuggingFaceTB/smol-smoltalk:train:609e241934b36d596f92764d1d3db062	general_conversations	HuggingFaceTB/smol-smoltalk	47,066	1,247	517
HuggingFaceTB/smol-smoltalk:train:6605fbb43f3cfcc7e0f57652a598f0dd	general_conversations	HuggingFaceTB/smol-smoltalk	48,313	176	119
HuggingFaceTB/smol-smoltalk:train:6ee2b91f3ac72e605f28919b275ac6b6	general_conversations	HuggingFaceTB/smol-smoltalk	48,489	413	313
HuggingFaceTB/smol-smoltalk:train:3602bda03e569454cc3b6429445dfe27	general_conversations	HuggingFaceTB/smol-smoltalk	48,902	1,414	387
HuggingFaceTB/smol-smoltalk:train:7b885f216a5253b0f6da35cfd127e0bd	general_conversations	HuggingFaceTB/smol-smoltalk	50,316	241	138
HuggingFaceTB/smol-smoltalk:train:0e4727bdc6c51c4a51d2cb413f283d19	general_conversations	HuggingFaceTB/smol-smoltalk	50,557	605	73
HuggingFaceTB/smol-smoltalk:train:cbdb6165a59c4559bfaf4ebf40ce1983	general_conversations	HuggingFaceTB/smol-smoltalk	51,162	1,349	272
HuggingFaceTB/smol-smoltalk:train:c47178c8f2956fe33df61f605b7b3e56	general_conversations	HuggingFaceTB/smol-smoltalk	52,511	259	159
HuggingFaceTB/smol-smoltalk:train:d83ec15b1e60623c24f98bd81f58529b	general_conversations	HuggingFaceTB/smol-smoltalk	52,770	194	104
HuggingFaceTB/smol-smoltalk:train:8e4b54e278aeeb9bb280b163be504f33	general_conversations	HuggingFaceTB/smol-smoltalk	52,964	305	123
HuggingFaceTB/smol-smoltalk:train:ac9698ed900b3feb167078d5200ad1ea	general_conversations	HuggingFaceTB/smol-smoltalk	53,269	277	196
HuggingFaceTB/smol-smoltalk:train:df328ca6d01845dc33167af361ecbe0e	general_conversations	HuggingFaceTB/smol-smoltalk	53,546	246	127
HuggingFaceTB/smol-smoltalk:train:085af18a9be5e58ccf5235bb8bc984b3	general_conversations	HuggingFaceTB/smol-smoltalk	53,792	1,297	576
HuggingFaceTB/smol-smoltalk:train:ef8723d45c6c2fc90f1967b61cc5e9a6	general_conversations	HuggingFaceTB/smol-smoltalk	55,089	1,142	302
HuggingFaceTB/smol-smoltalk:train:7b6a49afe75e86657e3099f4a9b1a2ef	general_conversations	HuggingFaceTB/smol-smoltalk	56,231	1,413	436
HuggingFaceTB/smol-smoltalk:train:cd9582e950b68daf29946b5b0aa66a10	general_conversations	HuggingFaceTB/smol-smoltalk	57,644	1,348	514
HuggingFaceTB/smol-smoltalk:train:0c889f42fc0c3bfd16e41c01d2191829	general_conversations	HuggingFaceTB/smol-smoltalk	58,992	1,188	414
HuggingFaceTB/smol-smoltalk:train:7420c5fd87c4cd197d197d597f6c3e5d	general_conversations	HuggingFaceTB/smol-smoltalk	60,180	1,070	348
HuggingFaceTB/smol-smoltalk:train:9b186611977ef3ee00400512e148ea13	general_conversations	HuggingFaceTB/smol-smoltalk	61,250	991	233
HuggingFaceTB/smol-smoltalk:train:d797dabe2252245f0792c7b5ce5a4902	general_conversations	HuggingFaceTB/smol-smoltalk	62,241	215	114
HuggingFaceTB/smol-smoltalk:train:d60caf5e60700d224f21b543959b51b2	general_conversations	HuggingFaceTB/smol-smoltalk	62,456	1,367	498
HuggingFaceTB/smol-smoltalk:train:e5756063dfc7a268d072a74319f3c313	general_conversations	HuggingFaceTB/smol-smoltalk	63,823	579	68
HuggingFaceTB/smol-smoltalk:train:1e40c7005949e4bb7010a8e592d4c9bf	general_conversations	HuggingFaceTB/smol-smoltalk	64,402	307	26
HuggingFaceTB/smol-smoltalk:train:73513fe62e01ab9ea39b64aba8376a99	general_conversations	HuggingFaceTB/smol-smoltalk	64,709	1,330	449
HuggingFaceTB/smol-smoltalk:train:5bb70889a1c57cda85943bab61d9fdc7	general_conversations	HuggingFaceTB/smol-smoltalk	66,039	904	310
HuggingFaceTB/smol-smoltalk:train:3070d4e16787cce7ced83224c141f42f	general_conversations	HuggingFaceTB/smol-smoltalk	66,943	1,262	211
HuggingFaceTB/smol-smoltalk:train:486abb006c1977a8798b677f6f27f049	general_conversations	HuggingFaceTB/smol-smoltalk	68,205	1,248	253
HuggingFaceTB/smol-smoltalk:train:62479a2fab5cc881528799db843e834e	general_conversations	HuggingFaceTB/smol-smoltalk	69,453	285	199
HuggingFaceTB/smol-smoltalk:train:3f188d12d2e06f415832d7b1e2157df9	general_conversations	HuggingFaceTB/smol-smoltalk	69,738	1,243	381
HuggingFaceTB/smol-smoltalk:train:8d7e732115aa50f3cc7454f6cdf0013c	general_conversations	HuggingFaceTB/smol-smoltalk	70,981	1,135	354
HuggingFaceTB/smol-smoltalk:train:264d7e4a1d1bbacd7c6edd3fa48c71b2	general_conversations	HuggingFaceTB/smol-smoltalk	72,116	1,342	333
HuggingFaceTB/smol-smoltalk:train:b8f6572505c61766edb3118c2c93b5e9	general_conversations	HuggingFaceTB/smol-smoltalk	73,458	1,212	389
HuggingFaceTB/smol-smoltalk:train:afd35c65f149d54de579c94993f60d56	general_conversations	HuggingFaceTB/smol-smoltalk	74,670	1,463	501
HuggingFaceTB/smol-smoltalk:train:9e1e6a35b3fb3b0f3d083f90b3a581b2	general_conversations	HuggingFaceTB/smol-smoltalk	76,133	747	175
HuggingFaceTB/smol-smoltalk:train:033e9cdae56c19727f865fc85b593cb1	general_conversations	HuggingFaceTB/smol-smoltalk	76,880	864	510
HuggingFaceTB/smol-smoltalk:train:32a087b6f17dc9ab83758ab8ea6e89ba	general_conversations	HuggingFaceTB/smol-smoltalk	77,744	840	293
HuggingFaceTB/smol-smoltalk:train:1ee4d0d9a55945364d0f8304b0668963	general_conversations	HuggingFaceTB/smol-smoltalk	78,584	760	220
HuggingFaceTB/smol-smoltalk:train:ab538ab7ca680b50bb69cbf9f04da126	general_conversations	HuggingFaceTB/smol-smoltalk	79,344	599	309
HuggingFaceTB/smol-smoltalk:train:de928561eeff0482278ffd4ff003dfd8	general_conversations	HuggingFaceTB/smol-smoltalk	79,943	94	70
HuggingFaceTB/smol-smoltalk:train:c34835077afdb703e8a2ac5b39e6d82c	general_conversations	HuggingFaceTB/smol-smoltalk	80,037	468	354
HuggingFaceTB/smol-smoltalk:train:e2f2de753515976cca5cf6fdde131b1a	general_conversations	HuggingFaceTB/smol-smoltalk	80,505	1,269	454
HuggingFaceTB/smol-smoltalk:train:bfa334d757b89228a2b01d62a6024f75	general_conversations	HuggingFaceTB/smol-smoltalk	81,774	1,339	365
HuggingFaceTB/smol-smoltalk:train:93d7c9fceaf4f2829627b6c51b2ccfd5	general_conversations	HuggingFaceTB/smol-smoltalk	83,113	1,095	378
HuggingFaceTB/smol-smoltalk:train:c1e22c82dbdfe509f4e40ffd781aef66	general_conversations	HuggingFaceTB/smol-smoltalk	84,208	1,325	404

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TR-HASH Agentic SFT 2M

Clean full-parameter SFT corpus for the TR-HASH 100M Agentic line. This build contains 2,000,000 training examples and 100,000 validation examples. It does not replay the previous 250K or 500K SFT releases.

Composition

Component	Train	Validation
`general_conversations`	800,000	40,000
`verified_compact_reasoning`	450,000	22,500
`python_code`	350,000	17,500
`constraints_and_formats`	150,000	7,500
`tool_available_direct_answer`	150,000	7,500
`complete_agentic_trajectories`	100,000	5,000

The tool examples remain part of general conversations. A complete trajectory stores the user request, each assistant tool call, each tool result, and the grounded final answer in one record. Tools may also be offered when the correct behavior is to answer directly.

Native format

Tokenizer: AETHORIA-AI/TR-HASH-Tokenizer-32K-Agentic at 2fcbc2c5359ded0244ca14531f1b3806eebac55e
Starting checkpoint: AETHORIA-AI/TR-HASH-MoE-100M-70B-Agentic-Refinement at commit 99fee390916154ec9d8c0f049c3a890f81414e20, subfolder token_pack_014_213622
Context limit: 2048 tokens with overlength examples rejected rather than truncated
Assistant-only loss with every assistant action in complete trajectories supervised
Optional native thinking envelope; thinking is never prefilled or forced by this dataset

Measured token distribution

The signed example counts are authoritative. Token shares are reported after tokenization and are not padded with verbose traces:

General, reasoning, code, and constraints: 90.13%
Complete agentic trajectories: 1.54%
Tools offered without a call: 8.33%

Quality gates

Exact and normalized deduplication across train and validation
Conversation-level split isolation
Native marker and tool-call validation
Calculator expression/result verification
Python syntax parsing, with upstream execution-filter provenance retained when available
No token truncation
Exact normalized user-prompt fingerprints against PIQA, ARC-Easy, ARC-Challenge, HellaSwag, and GSM8K; 3,803 matching candidates were rejected and zero were retained

dataset_info.json records the pinned sources, revisions, checksums, rejection counters, component counts, token measurements, and contamination audit. chat_template.json contains the native Agentic training contract.

Downloads last month: 3

Total file size:

17 GB