Datasets:

schneiderkamplab
/

dfm11-fineinstructions-en

Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type
struct<keep: bool, coherence: int64, dependency: int64, grounding: int64, factuality: int64, usefulness: int64, complaint: string, target_rendered_token_band: list<item: int64>, preferred_rendered_token_band: list<item: int64>>
to
{'keep': Value('bool'), 'coherence': Value('int64'), 'dependency': Value('int64'), 'grounding': Value('int64'), 'factuality': Value('int64'), 'usefulness': Value('int64'), 'complaint': Value('string'), 'target_rendered_token_band': List(Value('int64'))}
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 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2158, in cast_array_to_feature
                  raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
              TypeError: Couldn't cast array of type
              struct<keep: bool, coherence: int64, dependency: int64, grounding: int64, factuality: int64, usefulness: int64, complaint: string, target_rendered_token_band: list<item: int64>, preferred_rendered_token_band: list<item: int64>>
              to
              {'keep': Value('bool'), 'coherence': Value('int64'), 'dependency': Value('int64'), 'grounding': Value('int64'), 'factuality': Value('int64'), 'usefulness': Value('int64'), 'complaint': Value('string'), 'target_rendered_token_band': List(Value('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 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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id string	pair_id string	messages list	generator_repo string	generator_revision string	rendered_tokens int64	audit dict
411333204b6335c33f4fb7a7365258ba71cb363fa50f33d89759ebef6ef19530	8d5b28e8e51306e6475d2cb24bbe5e13a2f3f442750aa0bce494b8ae23f69aee	[ { "role": "user", "content": "Create a series of moderation statistics to be asked to a community about moderation actions." }, { "role": "assistant", "content": "To create a series of moderation statistics, consider the following community moderation actions: \n\n\n\n\nAction\nModerators\nCommu...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	736	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
3bf288118cb17c5455cba35a686735d3375dc6c8b9f40c5c89902bae630fdc7c	c467c76dbef559a2b28b38de5575db168b51d35d89200bc58ee54712689aee27	[ { "role": "user", "content": "Name a United States Department of Transportation notice of action taken." }, { "role": "assistant", "content": "A United States Department of Transportation notice of action taken is: \nNOTICE OF ACTION TAKEN -- DOCKET OST 96-1636\n\n_______________________________...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,214	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
3c8d9f84fc0f52e2c378ac8f7e7245f25f3ca28c586175fe84052b6958b61a6d	a822023c5120e665b1a17d05b73c7a0f945fb32c212927060bf3aa3a30d38cc5	[ { "role": "user", "content": "Can you provide an example of a formal notice that outlines the United States Department of Transportation's policy or regulation regarding the procedural schedule for new entrant applicants in the U.S.-Brazil All-Cargo Frequencies and Designation proceeding? Include specific d...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	757	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
ebbce598c1af19648d2e34abd29ecaa029fbe8548906dab62582e144b61788bf	804af9f8b6b8648e0d50260d8227aeac458e8cc4750efdf04b3bc7f2a6446b93	[ { "role": "user", "content": "What is the most effective way to reduce the impact of radioactive contaminated water on phytoplankton in a marine ecosystem?" }, { "role": "assistant", "content": "To reduce the impact of radioactive contaminated water on phytoplankton in a marine ecosystem, using ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	552	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
414c662225fe0207f3d3bcd375a662d717b8ffcd4b75336e40168ce5a8125eab	e7c7501c1dbc246a14d9b7ffe6b3d81e3cbbb35b9885f2344472097212b301c1	[ { "role": "user", "content": "Imagine you're Abraham Lincoln, the 16th President of the United States. Write a persuasive speech convincing the American people that the preservation of the Union and the maintenance of the Constitution, which has been in place since 1787, isn't so bad." }, { "role": ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	2,867	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 2048, 3071 ] }
ac8d8b06a14c46c58d348c6fe83098b0aff4246db6d3e13ab644499c117fc311	9d97efac0961d26ef19dcc0881935c736127ff11edce3ff26aec69d8c8378fce	[ { "role": "user", "content": "Basado en los siguientes documentos oficiales de la Administración de Transporte de los Estados Unidos:\n Reglamento de Aviación Federal de los Estados Unidos (14 CFR Part 385)\n Condiciones de autorización para operaciones aéreas internacionales (14 CFR Part 203)\n Re...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,386	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
08fe2a3a7716652777917c7ebd21bd239b904d2b2f9930adf6c423a62a3193da	9362f1ea9465b7e4ba8cc4725ab74f5bd84d034fc43087b6b8380c6dd1807227	[ { "role": "user", "content": "The organic chemistry community brought back samples from carbon compounds. What field of study primarily studies these carbon compounds?" }, { "role": "assistant", "content": "The field of study that primarily studies these carbon compounds is organic chemistry, wh...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	520	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
e9f3b2a52ce497e666a3c6634afcfe20df50b0861098b7efecc950a54557f891	4b049530c876bd6f91bd48c86c96a69359f5a8c95f931623ca2236c9d8fc9fb3	[ { "role": "user", "content": "Suggest reducing food waste to plastic pollution. \nHow do I minimize food waste while considering potential challenges or limitations?" }, { "role": "assistant", "content": "To minimize food waste while considering potential challenges or limitations, it's essentia...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	962	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
c73018558b09f9f80ee603b5692c57be7af75e86bc52ae7d92bbbe965be1d492	79d985182fed44bf168439e8f6662c73c536e7bc8b367eeb3f3587947be81d15	[ { "role": "user", "content": "\"What is the role of axin and adenomatous polyposis coli (APC) in the Wnt signaling pathway during embryonic development and carcinogenesis?\"" }, { "role": "assistant", "content": "The role of axin and adenomatous polyposis coli (APC) in the Wnt signaling pathway ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	631	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
1dd2628afd27e9a730aef40873456b16431151d69389f6a101d5a1558f7ec359	780b9db65793e10e14e799f0e42b5e6d07ed24793c9bada236148524408a1072	[ { "role": "user", "content": "Generate a discussion related to the input support and support-structures tags\nThe support and support-structures tags are about <excerpt>combining support-material &<...>is quite different.</excerpt>" }, { "role": "assistant", "content": "The discussion related to...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,291	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
6ee9465eab20c9accd1c7e5a3174aeb66a8f5bbdabaace1aa70ea0abc3066323	fe2559706b9c3ad5e2e91ca82dd69672210982b93d31a7ec12cfb12f8289975c	[ { "role": "user", "content": "How does the nucleophile aid in the process of forming a new bond during an E1 reaction?" }, { "role": "assistant", "content": "The nucleophile aids in the process of forming a new bond during an E1 reaction by attacking and bonding to the carbocation. In E1 reactio...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	513	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
56e68ff5b9ca11a257a1e2e15e9ca6e2e50cff1f095bcbfa1854c1bad507264d	880d778ea3fd3e260106cf26f2e22f3b1a7a11e882385927aabd2992c32d6d43	[ { "role": "user", "content": "How do species extinctions and habitat destruction affect the economic stability and human well-being of local communities and global economies, and what conservation efforts, such as reducing food waste, implementing policy changes, and promoting sustainable land use, can be i...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,434	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
ba121ebec0fcbf92089b36a6b1c04e90c4b5d225f78f8f5d4207ab40da3e8104	fa7ed92fd1dcd81a5af1e10bd697644e7d464ca1f6060c8716f0ea43df4bae74	[ { "role": "user", "content": "How does the secretion of PDF affect the development of free-running circadian rhythms in Drosophila, and what is the relationship between changes in PDF secretion and the development of robust transcriptional oscillations in clock neurons?" }, { "role": "assistant", ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,612	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
591dc9ce58097f0781b5c899b6f12815a247432fe754445f9a918b6f5cf21362	e7a3ea39fb9d913cfb003f12958e2b7cf35fda71a0445719b6672077595c9c8e	[ { "role": "user", "content": "How does the plasmodial protease contribute to the merozoite invasion process? The student must research and analyze the cellular processing mechanisms of P. falciparum proteases and the role of the plasmodial protease in the broader biological context of malaria infection." ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,566	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
a2045ca7ce6aa16764eeca00a885ddf05e4aabf0db213a497813495ef83e22e4	160fc1fcfcd8c12e08c9bbc514569af8c4c7bd7d316bf3b1b2d363309d90f3d0	[ { "role": "user", "content": "How do V(D)J recombination processes contribute to the development of immune cells, such as B and T cells, in the human body?" }, { "role": "assistant", "content": "V(D)J recombination processes contribute to the development of immune cells, such as B and T cells, b...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,119	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
0691665a0950a7d04243fe149ee74d27f3583ecd96cf2bc01b7dee266af32b0e	4625e2b615be1a646a467f5fcd510632e1d954a11631b710a207a9f211b1f101	[ { "role": "user", "content": "I am working on a programming project in C and I am having difficulty dealing with common coding errors like forgetting to specify header files for library functions which should be avoided, or getting mixed up when using nested \"if\" and \"else\" statements which should be ha...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,041	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
84076c39880c4e887807b380dd21f29c6b97cf8ff7aa7159ad680fe8af1cf20e	2024f48413c393615ac51508d5cebac97a47f15629e09f49fa4167c4a4cec766	[ { "role": "user", "content": "What physical properties of light, such as speed or refractive index, does the following text represent?\nLight <excerpt>moves in a<...>of the material:</excerpt> \n* <excerpt>$c = c_{vac}<...>takes the form</excerpt> \n* <excerpt>$n^2 \\approx 1<...>of the materials.</excerpt>...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	684	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
c2e489360b4b3906ff69a4ecb3662bc736548c39ea9c75c32076f9a48e9f21ce	83695a424023f92834eb6f29e3c2f233331b9fe0b80025d524af92296e184493	[ { "role": "user", "content": "Add at least a detailed description of the role of proteases in the Plasmodium falciparum lifecycle, including their involvement in merozoite invasion and their potential as targets for antimalarial drug development." }, { "role": "assistant", "content": "Proteases ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,148	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
7602f9556ccbaccbedc5f188741ed441430e15c74ca3db5ec5657e0f26afb1d5	89ce1fb2079c74e190719869586b2304c791f6c74be4f79d706d6f4d86d7221a	[ { "role": "user", "content": "Generate an interesting fact about the behavior of a sound wave in the field of physics." }, { "role": "assistant", "content": "An interesting fact about the behavior of a sound wave in the field of physics is that sound is a longitudinal compression-expansion wave ...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	558	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
9d4f090c72d361d57041429fa71b1d16ac61598e0cd2a77ce808d4255aaf8e49	5fb953fd1eed4cb7c395c43f2c9d6ab27f0cc68ba9215e6e97d89ecd2104c5cb	[ { "role": "user", "content": "\"How has the freedom of the press and media in Bangladesh been affected by the introduction of the Digital Security Act and what actions or responses have the Bangladeshi government and human rights activists taken to mitigate or address its effects?" }, { "role": "ass...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,098	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
cec8555df12f4dfe918d14a7322e54be758b22a752c453a784256f405081f66a	764b80a2161814db510ebab6774a7b9b21b5b4c53c716324cc0b2bc0178f8f61	[ { "role": "user", "content": "Generate a fact about the catalytic zinc ion of the JAMM motif of the AfJAMM metalloprotease" }, { "role": "assistant", "content": "The catalytic zinc ion of the JAMM motif of the AfJAMM metalloprotease is located in a tetrahedral coordination sphere, with ligands p...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	582	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }
e438e25daa85e4cbf0e949d0c530443cf59975ea1b9f5199ea16cf015b5dc186	122c690bc1543a8fdd7850e174bdd546c3c492646eb43f4588a2f51922a7b960	[ { "role": "user", "content": "In what ways has the evolution of coalitional psychology shaped the evolution of intergroup relations in human societies, and how does this behavior contribute to the survival and success of human groups?" }, { "role": "assistant", "content": "The evolution of coali...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,195	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
731e12fbecf0e109f7b42e1d36e097489daee508a253eaf7eecc79cba697c6a3	e3f171b4a119b0e0eb0387fc9988891cd845f2994ab2b58770ca60601f7ee533	[ { "role": "user", "content": "How does air pollution affect public health in urban areas, and what are some recommended air pollution mitigation practices to prevent or mitigate air pollution's negative impacts on urban areas?" }, { "role": "assistant", "content": "Air pollution affects public h...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,586	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
864f56c8abce311dc7e87989cb380bf20486e7060b6ed24670722244fc6d60b1	d744d641647b9e07c7709dd5b951e5d51881960638294409d61de23625e1332f	[ { "role": "user", "content": "What is the Equal Access to Justice Act that determines whether an individual is eligible for a award of attorney fees and other expenses?" }, { "role": "assistant", "content": "The Equal Access to Justice Act is the system that determines whether an individual is e...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,412	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
0691d1489e1e6f5435f182f665f6b9659678f859834d554acad36d243adc9af7	9a486075130f0c51585180c25bd650a102cce0b8175314e776f7b71b3757037c	[ { "role": "user", "content": "Recite a biblical message about sin and atonement." }, { "role": "assistant", "content": "A biblical message about sin and atonement is found in the following verses: \n4:1 And the LORD spake unto Moses, saying, 4:2 Speak unto the children\nof Israel, saying, If a s...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,674	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
fd555f4d470eeefe73d754f32ba7e38d820fae2e98a0b69a5f75fc600a62bc8d	66b55ed8abeacd89bd3de056ec42c02b5d8f6106aaa23768a234f796cac3dbd9	[ { "role": "user", "content": "Generate a hypothesis about the cause of the increase in vector-borne diseases such as malaria, dengue fever, and encephalitis, which are expected to worsen due to global warming and climate change." }, { "role": "assistant", "content": "The increase in vector-borne...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,572	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
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54418cc6ff4340758c91a8b601b50a5754961366ba52a1a3e1d15d4ff419dafd	e305f334f8144fcfe3ec7ac09610f486cc7556c0c2d37bc12aa048b409f89949	[ { "role": "user", "content": "How does the presence of the neuropeptide PDF of Drosophila circadian clock neurons cause alterations in the molecular oscillations and behavioral rhythms?" }, { "role": "assistant", "content": "The presence of the neuropeptide PDF in Drosophila circadian clock neur...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,859	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
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4dfd7f7cf49ff4261adb9d498eecf60cd68ed67028bd40e484e371f4a85bb991	9855e6719b03a71c3fa98bb758d2f61c943b05cefba7d5e1db2b87a2deff733a	[ { "role": "user", "content": "How does the propagation of waves, including transverse, longitudinal, and torsional waves, occur and what are the different factors involved in the process of wave propagation, such as the type of wave, the medium it travels through, and the direction of vibration or disturban...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	1,111	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 1024, 2047 ] }
406a7668e90637af132e2afccc52dc5ad5f8f311f6b95a23a30aafb95a4a25ad	9fd4624aef10289a079e4523568d3681764a22369439dd2ef9e66d7ac2180d0a	[ { "role": "user", "content": "\"How did the rejection of the Indigenous Voice to Parliament referendum at the end of the 2023 Australian federal election year, which had significant implications for the Labor government's ability to pass key legislation and affected the Australian electorate, occur and what...	google/gemma-4-26B-A4B-it	4d7ae4984b7db7de8f8457170b3f1a419ee76d52	774	{ "keep": true, "coherence": 5, "dependency": 5, "grounding": 5, "factuality": 5, "usefulness": 5, "complaint": "", "target_rendered_token_band": [ 512, 1023 ] }

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DFM11 FineInstructions English

This dataset contains 500,000 grounded English instruction/answer pairs and a corresponding 500,000 grounded multi-turn conversations generated with the FineInstructions pipeline. Every chat has a pair_id matching exactly one row in the pairs configuration. The chats configuration contains 183,978 legacy continuations and 316,022 continuations balanced over 20 controlled interaction modes.

Grounding documents came from ten filtered Common Pile source families: ArXiv, Wikimedia, Stack Exchange, LibreTexts, Regulations.gov, USGPO, DOAB, Project Gutenberg, PubMed, and news. Repaired DFM8 OpenHermes English queries were used as the instruction-template query reservoir. Pair instantiation and chat continuation were generated with pinned model revisions recorded per row.

Rows retain stable source IDs, source revisions, row/window coordinates, generation revisions, rendered-token counts, and generation-time audits. Absolute local paths have been replaced by portable source_id/basename references. source_document is intentionally null; source documents are not published in this package. The aligned metadata/chat_selection/train-*.jsonl.gz files identify each chat as legacy or controlled and preserve the controlled interaction-mode ID, allowing the DFM11 selection to be reproduced without the private campaign ledger.

The package is a derived synthetic dataset and does not broaden the rights of its upstream source material. Consult the applicable upstream licenses and the Common Pile source documentation before redistribution or use.

DFM11 admission

The Hub package preserves all rows. The initial DFM11 training mix separately admits all 316,022 controlled chats and a deterministic source-balanced sample of 100,000 legacy chats, each at repeat 1. It does not separately admit their already-represented pair rows.

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