1.huggingface / transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
+5,624 stars
from 162,796 · score 8.63
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
43 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.hiyouga / LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
+2,348 stars
from 73,476 · score 7.76
3.GeeeekExplorer / nano-vllm
Nano vLLM
+1,516 stars
from 14,737 · score 7.32
4.google / langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
+1,426 stars
from 37,801 · score 7.26
5.stanford-oval / storm
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
+1,150 stars
from 30,615 · score 7.05
6.666ghj / BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
+918 stars
from 41,643 · score 6.82
7.adbar / trafilatura
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
+665 stars
from 6,385 · score 6.50
8.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+348 stars
from 21,754 · score 5.86
9.argosopentech / argos-translate
Open-source offline translation library written in Python
+312 stars
from 6,306 · score 5.75
10.neuml / txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
+306 stars
from 12,752 · score 5.73
11.apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
+303 stars
from 42,312 · score 5.72
12.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+289 stars
from 33,721 · score 5.67
13.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+240 stars
from 10,439 · score 5.48
14.hankcs / HanLP
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
+154 stars
from 36,378 · score 5.04
15.RasaHQ / rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
+136 stars
from 21,228 · score 4.92
16.nltk / nltk
NLTK Source
+113 stars
from 14,650 · score 4.74
17.microsoft / unilm
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
+102 stars
from 22,136 · score 4.63
18.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+65 stars
from 7,840 · score 4.19
19.PaddlePaddle / PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
+63 stars
from 12,921 · score 4.16
20.piskvorky / gensim
Topic Modelling for Humans
+62 stars
from 16,446 · score 4.14
21.google-research / bertArchived
TensorFlow code and pre-trained models for BERT
+52 stars
from 39,985 · score 3.97
22.ymcui / Chinese-LLaMA-Alpaca
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
+40 stars
from 18,882 · score 3.71
23.flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
+29 stars
from 14,366 · score 3.40
24.ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
+27 stars
from 10,205 · score 3.33
25.capitalone / DataProfiler
What's in your data? Extract schema, statistics and entities from datasets
+26 stars
from 1,568 · score 3.30
26.allenai / scispacy
A full spaCy pipeline and models for scientific/biomedical documents.
+24 stars
from 1,974 · score 3.22
27.huggingface / text-generation-inferenceArchived
Large Language Model Text Generation Inference
+23 stars
from 10,859 · score 3.18
28.readbeyond / aeneas
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
+19 stars
from 2,853 · score 3.00
29.allenai / scibert
A BERT model for scientific text.
+16 stars
from 1,704 · score 2.83
30.MycroftAI / mycroft-coreArchived
Mycroft Core, the Mycroft Artificial Intelligence platform.
+15 stars
from 6,602 · score 2.77
31.keras-team / keras-hub
Pretrained model hub for Keras 3.
+15 stars
from 982 · score 2.77
32.cltk / cltk
The Classical Language Toolkit
+14 stars
from 914 · score 2.71
33.allenai / allennlpArchived
An open-source NLP research library, built on PyTorch.
+13 stars
from 11,870 · score 2.64
34.chiphuyen / stanford-tensorflow-tutorialsArchived
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
+13 stars
from 10,359 · score 2.64
35.miso-belica / sumy
Module for automatic summarization of text documents and HTML pages.
+13 stars
from 3,688 · score 2.64
36.jerryji1993 / DNABERT
DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
+13 stars
from 770 · score 2.64
37.derek73 / python-nameparser
Parse human names into title, given, middle, family, suffix, nickname and maiden name. Typed, zero-dependency, CJK-aware.
+10 stars
from 710 · score 2.40
38.harmonydata / harmony
The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.
+4 stars
from 63 · score 1.61
39.aphp / edsnlp
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
+3 stars
from 164 · score 1.39
40.pytorch / textArchived
Models, data loaders and abstractions for language processing, powered by PyTorch
+2 stars
from 3,552 · score 1.10
41.Maluuba / nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
+2 stars
from 1,390 · score 1.10
42.uber-research / PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
+1 stars
from 1,152 · score 0.69
43.EagleW / PaperRobot
Code for PaperRobot: Incremental Draft Generation of Scientific Ideas
+1 stars
from 478 · score 0.69