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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type
string
to
{'attribution': Value('string'), 'license': Value('string'), 'name': Value('string'), 'retrieved': Value('timestamp[s]'), 'url': Value('string')}
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1835, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, 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 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2315, 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 2161, 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
              string
              to
              {'attribution': Value('string'), 'license': Value('string'), 'name': Value('string'), 'retrieved': Value('timestamp[s]'), 'url': Value('string')}
              
              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 1379, 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 956, 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 1702, 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 1887, 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
kind
string
lang
string
topic
string
tokens
int64
sha256
string
text
string
source
dict
quality_score
float64
origen-curado-code-000001
code
es
economics
965
266710a2667f66a9182c6bc7ee832a94e6cfedd7fc92f7efcf9017b2571cb699
# Farm Co-Op inventory manager (Python + SQLite) ## Resumen Gestión de existencias para una cooperativa agrícola con validación, transacciones y exportación CSV. ## Archivos ### `farm_inventory.py` ```python #!/usr/bin/env python3 """Farm Co-Op inventory manager. A small, dependency-free stock system. It uses SQLit...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000002
code
en
economics
957
c431d5b4efc434d8685171f949fce895cfe6313f5545d121134f24996786670f
# Farm Co-Op inventory manager (Python + SQLite) ## Summary Stock management for a farm co-op with validation, transactions and CSV export. ## Files ### `farm_inventory.py` ```python #!/usr/bin/env python3 """Farm Co-Op inventory manager. A small, dependency-free stock system. It uses SQLite transactions, strict in...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000003
code
es
economics
967
c9162d8c513ff8f82e0588bd51f7fcd1d8b29332aef1bff49dc786f88614d98a
# Coffee Roastery inventory manager (Python + SQLite) ## Resumen Gestión de existencias para una tostadero de café con validación, transacciones y exportación CSV. ## Archivos ### `coffee_inventory.py` ```python #!/usr/bin/env python3 """Coffee Roastery inventory manager. A small, dependency-free stock system. It u...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000004
code
en
economics
951
e9f2c7fe78ca83fdebe712c2d12c96fe5ff55a2989065954f050fb1c4ac67a82
# Bookshop inventory manager (Python + SQLite) ## Summary Stock management for a bookshop with validation, transactions and CSV export. ## Files ### `bookshop_inventory.py` ```python #!/usr/bin/env python3 """Bookshop inventory manager. A small, dependency-free stock system. It uses SQLite transactions, strict inpu...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000005
code
es
economics
959
bb96d8b7168f3164b1737e37f5199a8e85f02d759c70be1207618a9379566b18
# Cinema inventory manager (Python + SQLite) ## Resumen Gestión de existencias para una cine con validación, transacciones y exportación CSV. ## Archivos ### `cinema_inventory.py` ```python #!/usr/bin/env python3 """Cinema inventory manager. A small, dependency-free stock system. It uses SQLite transactions, strict...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000006
code
en
economics
951
e7ce21554b1450914c321c05e4c0a44944c6b9da84753f2e1217482bd82c4899
# Cinema inventory manager (Python + SQLite) ## Summary Stock management for a cinema with validation, transactions and CSV export. ## Files ### `cinema_inventory.py` ```python #!/usr/bin/env python3 """Cinema inventory manager. A small, dependency-free stock system. It uses SQLite transactions, strict input valida...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000007
code
es
technology
804
a6cdfbd00155b57431f7a2ca1a6cdccc967bbe0c3d64c9d2120d22c4ab3aa9ee
# Bounded async archive downloader (bakery) ## Resumen Descargador concurrente con reintentos, límite de tamaño, hash SHA-256 y manifiesto reproducible. ## Archivos ### `archive_downloader.py` ```python #!/usr/bin/env python3 """Resilient downloader for a small public archive. The standard library is enough here: a ...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000008
code
en
technology
800
9c31df7eaedc6d882ce1caf49f06ed8bae5462f2f5d87fa2a0f1be6ebcdc994b
# Bounded async archive downloader (cinema) ## Summary Concurrent downloader with retries, a hard size cap, SHA-256 hashing and a reproducible manifest. ## Files ### `archive_downloader.py` ```python #!/usr/bin/env python3 """Resilient downloader for a small public archive. The standard library is enough here: a bou...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000009
code
es
technology
805
ab4a7c8ed99d3025eec402a701a8df087f304a21b70e703deb6f97547daaec43
# Bounded async archive downloader (coffee roastery) ## Resumen Descargador concurrente con reintentos, límite de tamaño, hash SHA-256 y manifiesto reproducible. ## Archivos ### `archive_downloader.py` ```python #!/usr/bin/env python3 """Resilient downloader for a small public archive. The standard library is enough...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000010
code
en
technology
800
93d9cfbde1e46a45ef5a96fd0583363384fe409939849db1d0ff53c363c1b152
# Bounded async archive downloader (florist) ## Summary Concurrent downloader with retries, a hard size cap, SHA-256 hashing and a reproducible manifest. ## Files ### `archive_downloader.py` ```python #!/usr/bin/env python3 """Resilient downloader for a small public archive. The standard library is enough here: a bo...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000011
code
es
technology
841
bc5e1b7559ce7d7be6ebd2874ea152d0ac8f9917ea0178a263539df063798afa
# Durable job queue for a bookshop (Python) ## Resumen Cola de trabajos persistente con prioridad, reintentos, estado running y cola de mensajes muertos. ## Archivos ### `job_queue.py` ```python #!/usr/bin/env python3 """Durable single-process task queue. Jobs live in a JSON file, are executed in priority order and ...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000012
code
en
technology
834
abaf9d43e9205b418607a88b8d8d953c80e008d2609d9cef5c89332e07e3c057
# Durable job queue for a pharmacy (Python) ## Summary A persistent priority job queue with retries, a running state and a dead-letter list. ## Files ### `job_queue.py` ```python #!/usr/bin/env python3 """Durable single-process task queue. Jobs live in a JSON file, are executed in priority order and move to a dead-l...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000013
code
en
technology
834
91e12925a103a94530f5080d2025f87a4bd5641be30be470a42ccbb0d7b84de6
# Durable job queue for a gallery (Python) ## Summary A persistent priority job queue with retries, a running state and a dead-letter list. ## Files ### `job_queue.py` ```python #!/usr/bin/env python3 """Durable single-process task queue. Jobs live in a JSON file, are executed in priority order and move to a dead-le...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000014
code
es
technology
576
050e2550ed7903d8442d0d15f460743a11ebf185d38c2c45dd5f2e8a66aee6fb
# Streaming application log analyser (Python) ## Resumen Resumen de logs por streaming: niveles, servicios, errores y exportación JSON/CSV. ## Archivos ### `log_report.py` ```python #!/usr/bin/env python3 """Streaming log summariser. Reads line by line, so a multi-gigabyte file never has to fit in memory. The parse...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000015
code
en
technology
568
37615f0cbe2e578eb5283bdf6c5f2922288639c6e3732af71dec929f41763ea2
# Streaming auth log analyser (Python) ## Summary Streaming log summary: levels, services, server errors and JSON/CSV export. ## Files ### `log_report.py` ```python #!/usr/bin/env python3 """Streaming log summariser. Reads line by line, so a multi-gigabyte file never has to fit in memory. The parser is deliberately...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:49", "url": "" }
1
origen-curado-code-000016
code
en
technology
579
856ba4831313c0f0dba77b349ba5cb319c731603f9623abf046dd1af08be2a52
# Streaming nginx log analyser (Python) ## Summary Streaming log summary: levels, services, server errors and JSON/CSV export. ## Files ### `log_report.py` ```python #!/usr/bin/env python3 """Streaming log summariser. Reads line by line, so a multi-gigabyte file never has to fit in memory. The parser is deliberatel...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:50", "url": "" }
1
origen-curado-code-000017
code
es
technology
946
86df6949791c442e1a8b57ed4c22226a8d6f620e13ba3fe85aa440b5b563465a
# Bike Shop JSON API (Node.js, no dependencies) ## Resumen API HTTP con rutas, límite de peticiones, validación y almacenamiento JSON atómico. ## Archivos ### `bike_shop_api.mjs` ```javascript #!/usr/bin/env node /** * Minimal JSON API for a bike shop. * * Uses only Node built-ins: an HTTP server, a small router, ...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:50", "url": "" }
1
origen-curado-code-000018
code
en
technology
934
c7cc8508e9ae6097169a2dadcc916ad375c6437effce57b4f01971deb2856fa5
# Gallery JSON API (Node.js, no dependencies) ## Summary HTTP API with routing, rate limiting, validation and atomic JSON storage. ## Files ### `gallery_api.mjs` ```javascript #!/usr/bin/env node /** * Minimal JSON API for a gallery. * * Uses only Node built-ins: an HTTP server, a small router, a token-bucket * l...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:50", "url": "" }
1
origen-curado-code-000019
code
es
technology
942
345b02ebe34645a847d8214f729991f17bbd111adcf27c598b138ed9cae6a869
# Bookshop JSON API (Node.js, no dependencies) ## Resumen API HTTP con rutas, límite de peticiones, validación y almacenamiento JSON atómico. ## Archivos ### `bookshop_api.mjs` ```javascript #!/usr/bin/env node /** * Minimal JSON API for a bookshop. * * Uses only Node built-ins: an HTTP server, a small router, a t...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:50", "url": "" }
1
origen-curado-code-000020
code
en
technology
938
cd351c723d0b176a0354ca6a6755fe3f7a7458d06b92b309de3a5f627cda3bae
# Toy Store JSON API (Node.js, no dependencies) ## Summary HTTP API with routing, rate limiting, validation and atomic JSON storage. ## Files ### `toy_store_api.mjs` ```javascript #!/usr/bin/env node /** * Minimal JSON API for a toy store. * * Uses only Node built-ins: an HTTP server, a small router, a token-bucke...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:50", "url": "" }
1
origen-curado-code-000021
code
es
technology
1,013
99fd01399d3c2f944fe9842536f72f43edf4ada74ae80e16512533205d2cca5d
# Accessible gallery dashboard (HTML/CSS/JS) ## Resumen Panel responsive con estados de carga y error, formato de moneda y tabla accesible. ## Archivos ### `dashboard.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> ...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:51", "url": "" }
1
origen-curado-code-000022
code
en
technology
1,009
57e165c3f3fb24458f67d4f4b50da67774dfc2b91ba4fe79743b90dc7b04782d
# Accessible hardware store dashboard (HTML/CSS/JS) ## Summary Responsive dashboard with loading and error states, currency formatting and an accessible table. ## Files ### `dashboard.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, in...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:51", "url": "" }
1
origen-curado-code-000023
code
es
technology
1,017
ae929c14091c14b47b43ea4ec8a748132530347f9317208c61ebee953738ec50
# Accessible hardware store dashboard (HTML/CSS/JS) ## Resumen Panel responsive con estados de carga y error, formato de moneda y tabla accesible. ## Archivos ### `dashboard.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scal...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:51", "url": "" }
1
origen-curado-code-000024
code
en
technology
1,005
69277fcdcdbba6253439a9db96eaf57fb3f92583bda3260e376ca5570d300f73
# Accessible florist dashboard (HTML/CSS/JS) ## Summary Responsive dashboard with loading and error states, currency formatting and an accessible table. ## Files ### `dashboard.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-s...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000025
code
es
daily_life
799
1ffd87b5ec96966fe787c6332d93897bec755ffe2f58f3b946e13806669e5343
# Florist landing page (HTML + CSS) ## Resumen Página de aterrizaje semántica y responsive para un negocio ficticio, sin dependencias. ## Archivos ### `landing.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000026
code
en
daily_life
797
5cafc6a093706385ef4367f89c4f01f5a592989beb0b8a61f8aa072181380b8a
# Farm Co-Op landing page (HTML + CSS) ## Summary Semantic, responsive landing page for a fictional business, with no dependencies. ## Files ### `landing.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Farm ...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000027
code
es
daily_life
805
6cd4eacac2a2fed28156b6a4c8466e689a22b415b3d7063a600b6ead994669cb
# Bike Shop landing page (HTML + CSS) ## Resumen Página de aterrizaje semántica y responsive para un negocio ficticio, sin dependencias. ## Archivos ### `landing.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <tit...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000028
code
en
daily_life
791
db67c3217c1335fb33b711c7d75fa9d14e3b7a136ee4b240da96f34f4dace173
# Pharmacy landing page (HTML + CSS) ## Summary Semantic, responsive landing page for a fictional business, with no dependencies. ## Files ### `landing.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Pharmac...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000029
code
es
technology
919
e3b2a0a652cfa6563143774ddeebff6e000e76aa05c3017b709c313f70594b38
# Accessible reservation form for a toy store ## Resumen Formulario accesible con validación en el navegador, mensajes junto al campo y foco gestionado. ## Archivos ### `form.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-sca...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000030
code
en
technology
904
69a00b8769fd1c44dae785ced6ce8b88ebfa5cf968ea7bb7a2dff5c06a90f63d
# Accessible reservation form for a bookshop ## Summary Accessible form with browser validation, field-level messages and managed focus. ## Files ### `form.html` ```html <!doctype html> <html lang="en"> <head> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1"> <title>Res...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:52", "url": "" }
1
origen-curado-code-000031
code
es
economics
966
b37f0dadea1b198093e781bd16ead8253d4c01002a79d949f6bf55e4e7c3bf0b
# Bike Shop inventory manager (Python + SQLite) ## Resumen Gestión de existencias para una taller de bicicletas con validación, transacciones y exportación CSV. ## Archivos ### `bike_shop_inventory.py` ```python #!/usr/bin/env python3 """Bike Shop inventory manager. A small, dependency-free stock system. It uses SQ...
{ "attribution": "Origen-100K original code samples", "license": "CC0-1.0", "name": "codegen", "retrieved": "2026-11-05T04:10:53", "url": "" }
1
End of preview.

Origen 91K — Bilingual ES/EN Pretraining Dataset

A high-quality, curated bilingual (Spanish/English) pretraining dataset with 91,557 records across 14 specialized categories. Designed for pretraining and fine-tuning language models with strong multilingual, mathematical, agentic, and long-context capabilities.

Dataset Summary

Metric Value
Total records 91,557
Languages Spanish (47.26%) / English (52.74%)
Average tokens per record ~462
Duplicate records 0 (SHA-256 verified)
File size ~224 MB
Format JSONL

Categories

Category Records % Description
knowledge 71,495 78.09% Wikipedia-derived encyclopedic text, curated and deduplicated
math 5,616 6.13% Step-by-step CoT math problems (algebra, calculus, combinatorics, statistics)
code 2,652 2.90% Verified Python, JavaScript, HTML, CSS projects with documentation
conversation 2,031 2.22% Support dialogues across diverse real-world settings
llm_reasoning 1,200 1.31% State tracking, long-context retrieval, variable tracing, chat pragmatics
agentic_coding 1,200 1.31% Autonomous debugging, multi-agent code review, security audits
ethics 1,050 1.15% Bioethics, AI governance, labor dilemmas
math_facts 1,050 1.15% Theorems with proof sketches, examples, and pitfalls
art 1,050 1.15% Art movements, curatorial monographs, aesthetic analysis
thought 1,050 1.15% Mental models, epistemology, Fermi problems, paradoxes
genetics 1,050 1.15% DNA topology, CRISPR, epigenetics, NGS, population genetics
technology 1,050 1.15% EUV lithography, FinFET/GAAFET, Silicon Valley history, AI accelerators
translation 1,043 1.14% Authentic bilingual sentence pairs (Tatoeba, CC BY 2.0 FR)
long_context 20 0.02% Multi-chapter treatises of 8,000–8,266 tokens each

Schema

Each record is a JSON object with the following fields:

{
  "id":            "origen-pure-math-000001",   // Unique string ID
  "kind":          "math",                       // Category (see table above)
  "lang":          "es",                         // "es" or "en"
  "topic":         "algebra",                    // Sub-topic within the category
  "tokens":        298,                          // Approximate token count
  "sha256":        "abc123...",                  // SHA-256 of the text field
  "text":          "...",                        // Main content
  "source":        "Origen-Pure-Math-Reasoning", // Data origin label
  "quality_score": 1.0                           // Quality score (0.0–1.0)
}

Usage

from datasets import load_dataset

ds = load_dataset("your-username/origen-91k-es-en")

# Filter by language
es_records = ds["train"].filter(lambda x: x["lang"] == "es")

# Filter by category
math_records = ds["train"].filter(lambda x: x["kind"] == "math")

# Get long-context examples
long = ds["train"].filter(lambda x: x["tokens"] > 8000)

Data Quality

  • Knowledge: Wikipedia-curated text, Gutenberg legal boilerplate removed, near-duplicate filtering applied.
  • Math: Verified step-by-step CoT problems generated via a symbolic math engine; all steps are algebraically correct.
  • Code: Python validated with AST compilation; JS/HTML/CSS brace-checked and structurally verified.
  • Translation: Authentic sentence pairs from the Tatoeba corpus — not machine-translated.
  • Synthetic categories (ethics, art, thought, genetics, technology, llm_reasoning, agentic_coding): Template-based combinatorial generation with extensive variation. High quality but not human-authored. Disclosed transparently.

Limitations

  • The knowledge category (~78%) is derived from Wikipedia and inherits its coverage biases and temporal cutoff.
  • Synthetic categories are template-generated and may exhibit structural patterns not present in naturally written text.
  • long_context contains only 20 records — suitable as a benchmark probe, not for large-scale training on its own.

Sources and Attribution

Source License Used for
Wikipedia CC BY-SA 4.0 knowledge category
Tatoeba CC BY 2.0 FR translation category
Original synthetic content CC BY-SA 4.0 All other categories

This dataset is licensed under Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0), consistent with its Wikipedia-derived content.

Citation

If you use this dataset in your research or projects, please cite:

  • BueormLM
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