pytorch/text
Models, data loaders and abstractions for language processing, powered by PyTorch observed · 2026-08-28
Health v2 · maintenance only
10/100
- Activity 41
- Release rhythm 8
- Longevity 100
Flags: archived
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3552
- days_rel: n/a
- days_push: 357
- n_releases_24m: 0
Adoption not part of the score
3554 stars · 807 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
TorchText is a PyTorch companion library providing datasets, data loaders, vocabularies, text transforms, and pre-trained models for natural language processing. Development has stopped, with 0.18 (April 2024) as the final stable release.
Use cases
- load common NLP datasets in PyTorch
- tokenize and preprocess text for deep learning
- build vocabulary and word vector pipelines
- train text classification models with PyTorch
- use pre-trained NLP models in PyTorch
When to choose
- you need reproducible NLP data pipelines pinned to torchtext 0.18 or earlier
- you are maintaining legacy PyTorch NLP code that already depends on torchtext
When to avoid
- starting a new NLP project, since development is stopped
- you need actively maintained tooling or newer Python versions beyond 3.11
Facets
library · maturity abandoned
machine-learning nlp data-science deep-learning machine-learning python torchtext pytorch text-processing datasets tokenization vocabularies deprecated natural-language-processing
2 sources
- readme: https://github.com/pytorch/text · fetched 2026-08-28 · 08285d783fd0
- homepage: https://pytorch.org/text · fetched 2026-08-29 · 17da3c2ea6cc
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| pytorch/text | main | 10 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem