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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
text: string
source: string
domain: string
subdomain: string
language: string
word_count: int64
url: string
title: string
journal: string
date: timestamp[s]
to
{'text': Value('string'), 'source': Value('string'), 'domain': Value('string'), 'subdomain': Value('string'), 'language': Value('string'), 'word_count': Value('int64'), 'url': Value('string'), 'title': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, 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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              text: string
              source: string
              domain: string
              subdomain: string
              language: string
              word_count: int64
              url: string
              title: string
              journal: string
              date: timestamp[s]
              to
              {'text': Value('string'), 'source': Value('string'), 'domain': Value('string'), 'subdomain': Value('string'), 'language': Value('string'), 'word_count': Value('int64'), 'url': Value('string'), 'title': Value('string')}
              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 1683, 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 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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text
string
source
string
domain
string
subdomain
string
language
string
word_count
int64
url
string
title
string
"1.\nABOUT APEDA\n1.1\nOrganizational Set-up\n1.2\nAssigned Functions\n1.3.\nProducts Monitored\n1.4(...TRUNCATED)
apeda
agriculture
annual_report
en
35,042
https://apeda.gov.in/sites/default/files/annual_report/APEDA_Annual_Report_English_2022-23.pdf
APEDA Annual Report English 2022 23
"Annual Report 2020 - 21\nAnnual Report 2020 - 21\nANNUAL\nREPORT\n2020-2021\nAgricultural and Proce(...TRUNCATED)
apeda
agriculture
annual_report
en
16,413
https://apeda.gov.in/sites/default/files/annual_report/Apeda_Annual_Report_English_2020-21.pdf
Apeda Annual Report English 2020 21
"ANNUAL ADMINISTRATIVE REPORT 2024-25\nANNUAL ADMINISTRATIVE REPORT 2024-25\nANNUAL ADMINISTRATIVE R(...TRUNCATED)
apeda
agriculture
annual_report
en
54,125
https://apeda.gov.in/sites/default/files/annual_report/APEDA_Annual_Report_English_2024_25.pdf
APEDA Annual Report English 2024 25
"ACCOUNT\nANNUAL ACCOUNT\nANNUAL ACCOUNT\nAudit Report\nBalance Sheet as at March 31, 2023\n Income (...TRUNCATED)
apeda
agriculture
annual_report
en
6,556
https://apeda.gov.in/sites/default/files/annual_report/APEDA_Annual_Accounts_English_2022-23.pdf
APEDA Annual Accounts English 2022 23
"Annual Accounts 2020 - 21\nAnnual Accounts 2020 - 21\nANNUAL\nACCOUNTS\n2020-2021\nAgricultural and(...TRUNCATED)
apeda
agriculture
annual_report
en
8,196
https://apeda.gov.in/sites/default/files/annual_report/APEDA_Annual_Accounts_English_2020-21.pdf
APEDA Annual Accounts English 2020 21
"ANNUAL ACCOUNTS REPORT 2024-25\nANNUAL ACCOUNTS REPORT 2024-25\niii\nANNUAL ACCOUNTS REPORT 2024-25(...TRUNCATED)
apeda
agriculture
annual_report
en
5,358
https://apeda.gov.in/sites/default/files/annual_report/APEDA_Annual_Accounts_English_2024_25.pdf
APEDA Annual Accounts English 2024 25
"ANNUAL \n2023-2024\nContents \nAudit Report\t\n5-10\nBalance Sheet as at March 31, 2024\t\nIncome a(...TRUNCATED)
apeda
agriculture
annual_report
en
5,183
https://apeda.gov.in/sites/default/files/annual_report/APEDA_Annual_Accounts_English_2023-24.pdf
APEDA Annual Accounts English 2023 24
"Monthly Dashboard \nOkra\nApril 2026\nHS code: 070999 - Fresh or chilled vegetables n.e.s., \n(inc(...TRUNCATED)
apeda
agriculture
market_intelligence
en
2,100
https://apeda.gov.in/sites/default/files/2026-07/MIC_April_Monthly_dashboard_Okra_280526.pdf
MIC April Monthly dashboard Okra 280526
"Monthly Dashboard – \nBovine Meat\nApril 2026\nHS code 0201, 0202 \nCattle population and \nBovin(...TRUNCATED)
apeda
agriculture
market_intelligence
en
1,820
https://apeda.gov.in/sites/default/files/2026-07/MIC_April_Monthly_dashboard_Bovine_meat_260526.pdf
MIC April Monthly dashboard Bovine meat 260526
"• [image]\n• Skip to Main content\n• Sign In\n○ Exporter\n• Language\n○ Hindi\n(...TRUNCATED)
apeda
agriculture
market_intelligence
en
503
https://apeda.gov.in/sites/default/files/2026-07/MIC_November_Monthly_dashboard_Makhana_311225.pdf
MIC November Monthly dashboard Makhana 311225
End of preview.

Agriculture SLM Corpus v3

Pre-training corpus for a 300M parameter India-focused agriculture SLM.

Contents

File Description Docs Tokens
corpus_india_downsampled.jsonl India-focused downsampled base corpus (PubMed, EuropePMC, Wikipedia, extension, ICAR, etc.) ~201K ~1,244M
krishikosh.jsonl ICAR KrishiKosh theses, articles, books, reports (DSpace 7 harvest) ~55K ~1,385M

Schema

{
  "text": "...",
  "source": "krishikosh | ...",
  "domain": "agriculture",
  "subdomain": "theses | research_papers | books | ...",
  "language": "en",
  "word_count": 123,
  "url": "...",
  "title": "..."
}
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