# piskvorky/gensim-data

Data repository for pretrained NLP models and NLP corpora.

Repository: https://github.com/piskvorky/gensim-data
Canonical: https://ross.abutalabs.com/products/gensim-data
Homepage: https://rare-technologies.com/new-api-for-pretrained-nlp-models-and-datasets-in-gensim/
Language: Python
License: LGPL-2.1
License Family: copyleft
Topics: dataset, gensim, word2vec-model, corpora, pretrained-models, lsi-model, glove-model, lda-model
Last push: 2018-03-16T13:55:53+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 0, release rhythm 8, longevity 100
- inputs: {"age_days": 3246, "days_push": 3092, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1058, forks 142 (observed 2026-08-28T04:03:24.982786+00:00)

## What it is
A data repository hosting pretrained NLP models (Word2Vec, GloVe, LDA, LSI) and text corpora as immutable GitHub release attachments, accessed via Gensim's download API. It provides long-term storage and a standardized loading interface for unstructured text datasets.

## Use cases
- download pretrained word embeddings like glove-twitter-25
- load a text corpus to train a word2vec model
- get a stable copy of English Wikipedia text data
- find similar words using pretrained vectors
- download NLP datasets with a consistent Python API
- access text8 corpus for training embeddings

## When to choose
- you need pretrained word vectors or text corpora with a reliable, long-term download source
- you already use Gensim and want one-line dataset loading
- you want immutable, versioned NLP datasets with usage examples

## When to avoid
- you need image, audio, or non-text datasets
- you need transformer-based models like BERT or GPT
- you want actively updated datasets with new releases

## Facets
- artifact type: dataset
- maturity: maintenance
- function: machine-learning, nlp, data-science
- domain: machine-learning, data-science
- platform: python, cross-platform
- tags: word2vec, glove, lda, lsi, corpora, pretrained-models, gensim, text-data, natural-language-processing

## Member repositories
- piskvorky/gensim-data (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:03:24.982786+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T06:57:51.837600+00:00, confidence not recorded.
  - readme: https://github.com/piskvorky/gensim-data (fetched 2026-08-28T04:03:24.982786+00:00, sha 1596af49b466)
  - homepage: https://rare-technologies.com/new-api-for-pretrained-nlp-models-and-datasets-in-gensim/ (fetched 2026-08-29T13:00:12.753872+00:00, sha b26697774bab)
  - site_page: https://documentation.pii-tools.com/ (fetched 2026-08-29T13:00:12.762137+00:00, sha f33c361f4d4f)
  - site_page: https://pii-tools.com/pricing (fetched 2026-08-29T13:00:12.756799+00:00, sha 9bbbbc8842bd)
- Data as of 2026-08-30T08:39:29.467469+00:00.