# alibaba/EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Repository: https://github.com/alibaba/EasyNLP
Canonical: https://ross.abutalabs.com/products/easynlp
Language: Python
License: Apache-2.0
License Family: permissive
Topics: transformers, bert, nlp, pretrained-models, deep-learning, pytorch, fewshot-learning, knowledge-distillation, knowledge-pretraining, text-image-retrieval, text-to-image-synthesis, machine-learning, text-classification, transfer-learning
Last push: 2024-11-27T07:51:25+00:00

## Health v2 (maintenance only)
Score: 23/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 8, longevity 100
- inputs: {"age_days": 1610, "days_push": 644, "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 2184, forks 258 (observed 2026-08-28T04:06:23.601581+00:00)

## What it is
EasyNLP is a comprehensive PyTorch-based NLP toolkit from Alibaba that provides training, inference, and deployment for pre-trained language models, including knowledge distillation, few-shot learning, and multi-modality models. It integrates with Alibaba's PAI platform and supports Huggingface/Transformers models with scalable distributed training.

## Use cases
- fine-tune pretrained transformer models for text classification
- distill large language models into smaller ones
- few-shot learning for NLP tasks
- train text-image retrieval models
- distributed training of NLP models on PyTorch
- deploy NLP models for production serving

## When to choose
- you want an all-in-one NLP toolkit with training, inference, and deployment
- you need knowledge distillation or few-shot learning built in
- you use Alibaba PAI cloud infrastructure
- you want distributed training of Huggingface models

## When to avoid
- you prefer the broader Huggingface ecosystem and community
- you need cutting-edge LLM features updated frequently
- you work outside the PyTorch/Python stack

## Facets
- artifact type: library
- maturity: maintenance
- function: nlp, machine-learning, llm-training, transformers, deep-learning
- domain: machine-learning, deep-learning, large-language-models
- platform: python, cloud
- tags: pytorch, knowledge-distillation, few-shot-learning, transfer-learning, text-classification, multimodal, distributed-training, pretrained-models, natural-language-processing, linux, docker

## Member repositories
- alibaba/EasyNLP (main) score 23

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:23.601581+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 2026-08-30T02:48:13.102939+00:00, confidence not recorded.
  - readme: https://github.com/alibaba/EasyNLP (fetched 2026-08-28T04:06:23.601581+00:00, sha 1d8bcf22d1cc)
- Data as of 2026-08-30T08:39:29.467469+00:00.