Topics / #natural-language-processing

Natural-language-processing projects on GitHub

Spelled-out variant of the NLP topic for language understanding and generation tasks.

As of , the most-starred Natural-language-processing projects on GitHub are transformers (167.8K stars), LLMs-from-scratch (106.7K stars) and ML-For-Beginners (91.5K stars). GitHub.Locker tracks 96 Natural-language-processing repositories with 2.3M stars combined. The fastest-growing on October 16 was LLMs-from-scratch, with +65 stars in a day.

96Projects
2.3MStars in total
+602Stars in a day
Browse in the catalog →github.com/topics/natural-language-processing ↗

Hot right now

Most stars gained in a day · Oct 16

+65

LLMs-from-scratch

rasbt/LLMs-from-scratch · ★ 106.7K

This is the official code repository for the book 'Build a Large Language Model (From Scratch)', which teaches you to implement a GPT-like LLM in PyTorch step by step, from tokenization through pretraining and finetuning.

+53

AI-For-Beginners

microsoft/AI-For-Beginners · ★ 69.9K

A free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.

+42

transformers

huggingface/transformers · ★ 167.8K

Transformers is Hugging Face's model-definition framework for state-of-the-art machine learning models across text, vision, audio, video, and multimodal tasks, usable for both inference and training.

+39

d2l-zh

d2l-ai/d2l-zh · ★ 81.8K

This is a free, open-source deep learning textbook (Dive into Deep Learning / D2L) written in Chinese, teaching math, concepts, and implementation together through runnable code; it's used as course material by over 500 universities in more than 70 countries.

The all-time top

96 projects · by stars

  1. #1 · huggingface/transformers

    transformers

    Transformers is Hugging Face's model-definition framework for state-of-the-art machine learning models across text, vision, audio, video, and multimodal tasks, usable for both inference and training.

    167.8K
  2. #2 · rasbt/LLMs-from-scratch

    LLMs-from-scratch

    This is the official code repository for the book 'Build a Large Language Model (From Scratch)', which teaches you to implement a GPT-like LLM in PyTorch step by step, from tokenization through pretraining and finetuning.

    106.7K
  3. #3 · microsoft/ML-For-Beginners

    ML-For-Beginners

    A free 12-week, 26-lesson curriculum from Microsoft that teaches classic machine learning (not deep learning) using Scikit-learn, with each lesson tied to real-world data from different world cultures.

    91.5K
  1. 4

    funNLP

    83Kfighting41love/funNLP · Python

    A huge curated collection of Chinese NLP resources: corpora, lexicons, tools, datasets and courses. The README calls it 'The Most Powerful NLP-Weapon Arsenal' — nearly the most complete Chinese NLP resource library.

  2. 5

    d2l-zh

    81.8Kd2l-ai/d2l-zh · Python

    This is a free, open-source deep learning textbook (Dive into Deep Learning / D2L) written in Chinese, teaching math, concepts, and implementation together through runnable code; it's used as course material by over 500 universities in more than 70 countries.

  3. 6

    awesome-machine-learning

    74.6Kjosephmisiti/awesome-machine-learning · Python

    A curated, community-maintained list of machine learning frameworks, libraries, and software, organized by programming language.

  4. 7

    AI-For-Beginners

    69.9Kmicrosoft/AI-For-Beginners · Jupyter Notebook

    A free 12-week, 24-lesson curriculum from Microsoft that teaches Artificial Intelligence fundamentals through practical lessons, quizzes, and labs.

  5. 8

    keras

    64.4Kkeras-team/keras · Python

    Keras 3 is a multi-backend deep learning framework that lets you build and train models for computer vision, NLP, audio, timeseries, and recommender systems on top of JAX, TensorFlow, or PyTorch.

  6. 9

    DeepLearning-500-questions

    57.7Kscutan90/DeepLearning-500-questions · JavaScript

    It is a Chinese-language Q&A style reference covering probability, linear algebra, machine learning, deep learning, and computer vision, organized as answers to 500+ commonly asked questions across 18 chapters and over 500,000 characters. It is also sold in print as 'Deep Learning 500 Questions — AI Engineer Interview Guide' (深度学习500问——AI工程师面试宝典).

  7. 10

    chinese-poetry

    53.8Kchinese-poetry/chinese-poetry · JavaScript

    This is a massive open database of classical Chinese poetry, containing about 55,000 Tang poems, 260,000 Song poems, and 21,050 Song ci (lyric poems), along with other classical texts like the Analects and Book of Songs.

  8. 11

    Made-With-ML

    49.8KGokuMohandas/Made-With-ML · Jupyter Notebook

    Made-With-ML is a free hands-on course that teaches how to design, develop, deploy, and iterate on production-grade machine learning applications, combining ML with software engineering best practices.

  9. 12

    ailearning

    42.6Kapachecn/ailearning · Python

    AiLearning is a Chinese-language, practice-first study guide covering data analysis, machine learning, linear algebra, PyTorch, NLTK, and TensorFlow 2, built mainly around code-along notes for the book 'Machine Learning in Action'.

  10. 13

    bert

    40Kgoogle-research/bert · Python

    Google's official TensorFlow implementation of BERT together with pre-trained checkpoints — a method for pre-training language representations that set state-of-the-art results on a wide range of NLP tasks, from SQuAD question answering to natural language inference.

  11. 14

    Deep-Learning-Papers-Reading-Roadmap

    39.6Kfloodsung/Deep-Learning-Papers-Reading-Roadmap · Python

    A curated, structured reading roadmap of landmark deep learning papers, organized to guide a newcomer from history and basics through methods and applications to the state of the art.

  12. 15

    500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    37.3Kashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    It is a curated index linking to over 500 external resources, repositories, and tutorials covering AI, machine learning, deep learning, computer vision, and NLP projects with code.

  13. 16

    HanLP

    36.5Khankcs/HanLP · Python

    HanLP is a production-oriented, multilingual NLP toolkit built on dual PyTorch/TensorFlow 2.x engines, supporting 130 languages with ten joint tasks such as tokenization, POS tagging, NER, dependency and constituency parsing, semantic role labeling, and text classification.

  14. 17

    spaCy

    34Kexplosion/spaCy · Python

    spaCy is a library for advanced Natural Language Processing in Python and Cython, designed from day one for real products. It ships pretrained pipelines and supports tokenization and training for 70+ languages.

  15. 18

    applied-ml

    30.6Keugeneyan/applied-ml

    applied-ml is a curated collection of papers, articles, and tech blogs where companies like Airbnb, Uber, Netflix, Google, and DoorDash share how they run data science and machine learning in production.

  16. 19

    d2l-en

    29.9Kd2l-ai/d2l-en · Python

    An interactive open-source deep learning book that teaches concepts, context, and runnable code together, with examples in multiple frameworks. Its premise: the best way to understand deep learning is learning by doing.

  17. 20

    Resume-Matcher

    28.7Ksrbhr/Resume-Matcher · Python

    Resume Matcher is a free, open-source AI harness for tailoring your resume to each job application, working with Claude, ChatGPT, DeepSeek, Kimi, GLM, Gemma and other LLMs, both local and remote.

  18. 21

    Awesome-LLM

    27.4KHannibal046/Awesome-LLM

    A curated, continuously updated list of resources about Large Language Models (LLMs): milestone and other research papers, training/inference frameworks, open LLM checkpoints, benchmarks, courses, and books.

  19. 22

    fastText

    26.5Kfacebookresearch/fastText · HTML

    fastText is a library from Facebook Research for efficiently learning word vector representations and training text classifiers, such as for sentiment analysis.

  20. 23

    awesome-deep-learning-papers

    26.2Kterryum/awesome-deep-learning-papers · TeX

    A curated list of the most-cited deep learning papers published between 2012 and 2016, picked as must-read classics across research domains.

  21. 24

    fastbook

    25.4Kfastai/fastbook · Jupyter Notebook

    This repo contains the official Jupyter Notebooks for 'the fastai book', an introduction to deep learning, the fastai library, and PyTorch.

  22. 25

    pytudes

    24.4Knorvig/pytudes · Jupyter Notebook

    Pytudes is Peter Norvig's personal collection of short, deliberately difficult Python programs and Jupyter notebooks, each written to perfect one specific programming skill, in the spirit of a musical étude.

  23. 26

    CV

    24KAccumulateMore/CV · Jupyter Notebook

    A comprehensive collection of Chinese-language deep learning study notes covering PyTorch, classic deep learning courses, and LLM agents — written to accompany well-known video courses.

  24. 27

    DeepSeek-OCR

    24Kdeepseek-ai/DeepSeek-OCR · Python

    DeepSeek-OCR is a vision-language model built to explore 'contexts optical compression' -- squeezing text-heavy document images into a small number of vision tokens that an LLM can still read back accurately, as a research probe into how much text a vision encoder can represent visually.

  25. 28

    NLP-progress

    23Ksebastianruder/NLP-progress · Python

    A curated, community-maintained document that tracks progress in Natural Language Processing: it lists the standard datasets and the current state-of-the-art results for most common NLP tasks across many languages.

  26. 29

    unilm

    22.2Kmicrosoft/unilm · Python

    Microsoft's research hub for large-scale self-supervised pre-training: a family of foundation models spanning NLP, vision, speech, and multimodal tasks across 100+ languages - including BEiT, LayoutLM, Kosmos, MiniLM, TrOCR, and WavLM.

  27. 30

    datasets

    22.1Khuggingface/datasets · Python

    A lightweight Python library from Hugging Face that gives one-line dataloaders for a huge catalog of ready-to-use public datasets on the HF Hub, plus fast, reproducible preprocessing for Hub and local data.

  28. 31

    Qwen

    21.9KQwenLM/Qwen · Python

    The official repo of Qwen (通义千问, Tongyi Qianwen) — Alibaba Cloud's family of chat and pretrained large language models, released in sizes from 1.8B up to 72B parameters on Hugging Face and ModelScope.

  29. 32

    pytorch-handbook

    21.7Kzergtant/pytorch-handbook · Jupyter Notebook

    An open-source Chinese-language book that teaches PyTorch for deep learning, written as a set of Jupyter notebooks whose code has all been tested to actually run.

  30. 33

    Ciphey

    21.7Kbee-san/Ciphey · Rust

    ciphey automatically decrypts ciphertext without knowing the key or cipher, decodes encodings and cracks hashes. It is the Rust-built next generation of Ciphey — roughly 7x faster per decode — and the same team intends it to fully replace the original.

  31. 34

    rasa

    21.4KRasaHQ/rasa · Python

    Rasa Open Source is an open source machine learning framework for automating text- and voice-based conversations — you build contextual assistants like chatbots and voice assistants, then connect them to Slack, Messenger, Telegram and other channels.

  32. 35

    Dive-into-DL-PyTorch

    19.5KShusenTang/Dive-into-DL-PyTorch · Jupyter Notebook

    The Chinese book 'Dive into Deep Learning' with its MXNet code examples rewritten in PyTorch — a free, open-source deep-learning tutorial pairing runnable Jupyter notebooks with online docs.

  33. 36

    sentence-transformers

    19.2Khuggingface/sentence-transformers · Python

    Sentence Transformers is a framework for computing embeddings and using or training state-of-the-art embedding and reranker models, covering dense sentence embeddings, cross-encoder rerankers, sparse encoders, and multi-vector (ColBERT-style) encoders.

  34. 37

    awesome-nlp

    19.1Kkeon/awesome-nlp

    A curated list of resources dedicated to Natural Language Processing — research hubs, tutorials, courses, books, libraries, datasets, and task methods, collected as links with one-line descriptions.

  35. 38

    DocsGPT

    18.3Karc53/DocsGPT · Python

    DocsGPT is a private, self-hosted AI platform for building agents, assistants, and enterprise search tools, with a built-in Agent Builder, document analysis, deep research mode, and support for multiple LLM providers.

  36. 39

    camel

    17.9Kcamel-ai/camel · Python

    CAMEL is an open-source multi-agent framework for building, simulating and studying LLM-powered agents at scale, aimed at finding the 'scaling laws of agents'.

  37. 40

    DeepLearning

    17.8KMikoto10032/DeepLearning · Jupyter Notebook

    A Chinese-language deep learning tutorial — a huge curated collection of links to courses, books, lecture notes, surveys and code, taking you from math basics through CNNs, GANs, RNNs and GNNs to Kaggle practice and interview prep.

  38. 41

    ML-NLP

    17.8KNLP-LOVE/ML-NLP · Jupyter Notebook

    A curated, structured collection of machine learning, deep learning, and NLP interview knowledge points with accompanying code implementations, organized chapter by chapter (linear regression through BERT and XLNet).

  39. 42

    deeplearning-models

    17.6Krasbt/deeplearning-models · Jupyter Notebook

    A large collection of Jupyter Notebooks implementing various deep learning architectures, models, and training tips for TensorFlow and PyTorch.

  40. 43

    ML-YouTube-Courses

    17.4Kdair-ai/ML-YouTube-Courses

    A curated index maintained by DAIR.AI that organizes the best and most recent machine learning and AI courses available on YouTube, from intro ML to deep learning, NLP, and reinforcement learning.

  41. 44

    ml-visuals

    17.4Kdair-ai/ml-visuals

    ML Visuals is a free, community-built collection of 100+ professional figures and templates for machine learning, meant to improve science communication in presentations and blog posts.

  42. 45

    LibreTranslate

    17.1KLibreTranslate/LibreTranslate · Python

    A free and open source machine translation API that you host entirely yourself. Unlike Google or Azure, it does not send your text to proprietary services — the engine is the open source Argos Translate library.

  43. 46

    Awesome-pytorch-list

    16.7Kbharathgs/Awesome-pytorch-list

    A curated, large-scale list of PyTorch-related projects on GitHub: models, libraries, tools, tutorials, books and paper implementations organized by category.

  44. 47

    gensim

    16.5Kpiskvorky/gensim · Python

    Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora, aimed at the natural language processing (NLP) and information retrieval (IR) community.

  45. 48

    transformers.js

    16.3Khuggingface/transformers.js · JavaScript

    Transformers.js lets you run Hugging Face's state-of-the-art machine learning models directly in a web browser, with no server required, using an API designed to mirror the Python transformers library.

  46. 49

    lectures

    15.9Koxford-cs-deepnlp-2017/lectures

    The lecture slides and course description for the Deep Natural Language Processing course offered in Hilary Term 2017 at the University of Oxford: an advanced, applied NLP course organised by Phil Blunsom and delivered in partnership with the DeepMind Natural Language Research Group.

  47. 50

    awesome-java-cn

    15.7Kjobbole/awesome-java-cn

    This is the Chinese-language edition of the awesome-java curated list, covering Java build tools, databases, frameworks, libraries, security, logging, and more, maintained and translated by Jobbole (伯乐在线).

  48. 51

    unstructured

    15.6KUnstructured-IO/unstructured · HTML

    Unstructured is an open-source ETL toolkit that converts complex documents like PDFs, Word docs, HTML and images into clean, structured data (JSON) ready for LLMs, RAG pipelines and vector databases.

  49. 52

    llm_interview_note

    15.3Kwdndev/llm_interview_note · HTML

    This is a curated Chinese-language knowledge base of large language model (LLM) concepts and interview questions, aimed at algorithm/application engineers preparing for LLM-related job interviews.

  50. 53

    newspaper

    15.2Kcodelucas/newspaper · Python

    Newspaper3k is a Python 3 library that downloads, parses, and extracts the article text, authors, publish date, top image, and keywords/summary from news articles and news sites.

  51. 54

    languagetool

    15.2Klanguagetool-org/languagetool · Java

    Open-source proofreading software that checks grammar and style in English, German, French, Spanish, Polish, Dutch and more — over 25 languages — catching many errors a simple spell checker misses.

  52. 55

    nlp-tutorial

    14.9Kgraykode/nlp-tutorial · Jupyter Notebook

    A collection of short PyTorch implementations covering core NLP and deep learning models, from word embeddings to Transformers and BERT, meant as a study resource.

  53. 56

    Llama-Chinese

    14.8KLlamaChinese/Llama-Chinese · Python

    Llama-Chinese is a Chinese-language community project built around Meta's Llama models (Llama2, Llama3, Llama4). It provides Chinese pretraining and fine-tuning, a custom Atom model series optimized for Chinese, and resources for training, deploying and using Llama in Chinese for free commercial use.

  54. 57

    nltk

    14.7Knltk/nltk · Python

    NLTK is a suite of open source Python modules, bundled data sets, and tutorials supporting research and development in Natural Language Processing.

  55. 58

    ChatterBot

    14.5Kgunthercox/ChatterBot · Python

    ChatterBot is a machine-learning conversational dialog engine for Python: it generates chatbot replies based on collections of known conversations, and can be trained to speak any language.

  56. 59

    flair

    14.4KflairNLP/flair · Python

    Flair is a very simple framework for state-of-the-art natural language processing: a Python library for applying pre-trained NLP models to your text, developed by Humboldt University of Berlin and friends. The current release is version 0.15.1.

  57. 60

    transferlearning

    14.4Kjindongwang/transferlearning · Python

    A curated knowledge base covering transfer learning, domain adaptation, domain generalization and related subfields - papers, tutorials, code, datasets, scholars and surveys, maintained in both English and Chinese.

  58. 61

    LoRA

    13.9Kmicrosoft/LoRA · Python

    LoRA (loralib) is Microsoft's reference implementation of the paper 'LoRA: Low-Rank Adaptation of Large Language Models'. It lets you fine-tune large models like GPT-2, RoBERTa and DeBERTa by training small low-rank matrices instead of all the original weights.

  59. 62

    deep-learning-drizzle

    13Kkmario23/deep-learning-drizzle · HTML

    A curated index that collects links to full video lectures and course materials for Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision and NLP courses taught at top universities worldwide.

  60. 63

    open-llms

    12.9Keugeneyan/open-llms

    A curated list of open large language models (LLMs) that are licensed for commercial use, such as Apache 2.0, MIT, or OpenRAIL-M licenses.

  61. 64

    pytorch-book

    12.8Kchenyuntc/pytorch-book · Jupyter Notebook

    This is the companion code repository for the Chinese book 'Deep Learning Framework PyTorch: Introduction and Practice', covering PyTorch basics and fun projects like neural talk, poem writing, anime face generation, and style transfer.

  62. 65

    MOSS

    12.3KOpenMOSS/MOSS · Python

    MOSS is an open-source, tool-augmented bilingual (Chinese-English) conversational language model built by Fudan University's OpenMOSS team, released with model weights, training data, and deployment/finetuning code.

  63. 66

    Chinese-Word-Vectors

    12.2KEmbedding/Chinese-Word-Vectors · Python

    A collection of 100+ pre-trained Chinese word vectors (embeddings) trained with different representations, context features and corpora, plus the CA8 analogy dataset and an evaluation toolkit.

  64. 67

    LLMSurvey

    12.2KRUCAIBox/LLMSurvey · Python

    It is the official GitHub page for the survey paper 'A Survey of Large Language Models' — a curated collection of papers and resources on how LLMs are built, adapted, and used.

  65. 68

    compromise

    12.2Kspencermountain/compromise · JavaScript

    Compromise is a lightweight JavaScript natural-language processing library that parses text into structured data: tokenizing words and sentences, tagging part-of-speech, and letting you query phrases like numbers, names, or dates.

  66. 69

    sentencepiece

    12.1Kgoogle/sentencepiece · C++

    SentencePiece is a fast, lightweight, unsupervised text tokenizer and detokenizer built for neural-network text generation systems like LLMs, where vocabulary size is fixed before training. It implements BPE and the unigram language model as subword units and trains directly from raw sentences.

  67. 70

    seamless_communication

    11.9Kfacebookresearch/seamless_communication · Jupyter Notebook

    Seamless Communication is Meta's family of foundational AI models for speech and text translation across roughly 100 languages, covering speech-to-speech, speech-to-text, text-to-speech and text-to-text translation plus automatic speech recognition.

  68. 71

    allennlp

    11.9Kallenai/allennlp · Python

    AllenNLP is an open-source NLP research library built on PyTorch for developing state-of-the-art deep learning models across a wide range of linguistic tasks.

  69. 72

    ludwig

    11.8Kludwig-ai/ludwig · Python

    Ludwig is a declarative deep learning framework that lets you train, fine-tune, and deploy AI models — from LLM fine-tuning to tabular classification — using a YAML config file and zero boilerplate Python.

  70. 73

    chinese-xinhua

    11.7Kpwxcoo/chinese-xinhua · Python

    A Chinese Xinhua Dictionary database (中华新华字典数据库): four JSON datasets with 31,648 idioms, 264,434 words, 16,142 characters and 14,032 xiehouyu (two-part allegorical sayings), collected from the web.

  71. 74

    tokenizers

    11.2Khuggingface/tokenizers · Rust

    Tokenizers is a library implementing today's most-used tokenizers (BPE, WordPiece, Unigram) for NLP, built in Rust for speed and exposed to other languages via bindings. It's made by Hugging Face and powers tokenization for transformer models.

  72. 75

    openvino

    11Kopenvinotoolkit/openvino · C++

    OpenVINO is Intel's open-source toolkit for optimizing and deploying AI inference — it takes trained deep learning models for vision, speech, NLP, and generative AI and runs them faster, from edge devices to cloud servers.

  73. 76

    natural

    10.9KNaturalNode/natural · JavaScript

    Natural is a general-purpose natural language processing library for Node.js that bundles tokenizers, stemmers, classifiers and other NLP utilities into one package.

  74. 77

    doccano

    10.8Kdoccano/doccano · Python

    Doccano is an open-source text annotation tool that lets humans label data for machine learning tasks like text classification, sequence labeling, and sequence-to-sequence problems such as summarization or translation.

  75. 78

    autogluon

    10.8Kautogluon/autogluon · Python

    AutoGluon is an open-source Python library that automates machine learning: feed it your data and it delivers strong predictive performance in about three lines of code.

  76. 79

    nlp_course

    10.7Kyandexdataschool/nlp_course · Jupyter Notebook

    This is the Yandex School of Data Analysis (YSDA) Natural Language Processing course: a full set of lecture slides, seminar notebooks, and homework assignments organized by week, covering NLP from word embeddings through modern LLM topics.

  77. 80

    ParlAI

    10.6Kfacebookresearch/ParlAI · Python

    ParlAI is a Python framework from Facebook (Meta) AI Research for sharing, training, and evaluating dialogue AI models, covering everything from open-domain chitchat to task-oriented dialogue and visual question answering, with over 100 datasets available through one unified API.

  78. 81

    machine-learning-notes

    10.4Kroboticcam/machine-learning-notes · Jupyter Notebook

    A continuously updated, free collection of over 2000 slides and lecture notes covering machine learning, probabilistic models, deep learning, and related mathematics, written by the author over more than a decade.

  79. 82

    stanford-tensorflow-tutorials

    10.4Kchiphuyen/stanford-tensorflow-tutorials · Python

    This is the code repository for Stanford's CS 20 course, 'TensorFlow for Deep Learning Research,' containing the example code used throughout the lectures.

  80. 83

    Chinese-BERT-wwm

    10.2Kymcui/Chinese-BERT-wwm · Python

    This project releases a family of pre-trained Chinese BERT models trained with Whole Word Masking (WWM), including BERT-wwm, BERT-wwm-ext, RoBERTa-wwm-ext, RoBERTa-wwm-ext-large, and smaller RBT3/RBT4/RBT6/RBTL3 variants, published alongside a paper in IEEE/ACM TASLP.

  81. 84

    LLMsPracticalGuide

    10.2KMooler0410/LLMsPracticalGuide

    A curated, actively updated list of practical guide resources for large language models (LLMs), covering models, data, NLP tasks, and usage restrictions. It is based on a survey paper 'Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond'.

  82. 85

    CoreNLP

    10.1Kstanfordnlp/CoreNLP · Java

    A Java suite of core NLP tools that takes raw human language text and returns linguistic analysis: tokenization, parts of speech, named entities, parsing, coreference, and sentiment.

  83. 86

    im-not-ai

    6Kepoko77-ai/im-not-ai · Python

    This is a Claude Skill that rewrites Korean text written by AI (ChatGPT, Claude, Gemini) so it reads like it was written by a human, removing translationese, mechanical parallelism and other 'AI tells' without changing the actual content.

  84. 87

    lieflat-less-ai-tone

    2.8Klarashero3-dotcom/lieflat-less-ai-tone · Python

    A research-backed skill that detects and removes 'AI tone' from Chinese writing, based on a statistical study of a 2.83-million-character corpus comparing AI-generated and human-written text.

  85. 88

    lieflat-gongwen

    1.5Klarashero3-dotcom/lieflat-gongwen · Python

    It's a 'Chinese official document writing' skill distilled from 1.02 million characters of real government writing samples, turning stylistic traits into measurable, checkable quantitative parameters so an AI agent can reproduce 7 typical official-document styles.

  86. 89

    Hy-MT2

    1.3KTencent-Hunyuan/Hy-MT2 · Python

    Hy-MT2 is Tencent Hunyuan's family of 'fast-thinking' multilingual translation models, released in three sizes (1.8B, 7B, and 30B-A3B MoE), that translate among 33 languages and follow complex translation instructions.

  87. 90

    pg-jev

    1.2KrealZachi/pg-jev · Shell

    pg-jev (jev) is a PostgreSQL extension that lets you filter, rank and classify table rows using plain-language conditions instead of SQL predicates. Each row is judged by TypeSafe's Jev, a model that returns calibrated probabilities rather than generated text.

  88. 91

    context-language-models

    730facebookresearch/context-language-models · Python

    This is the official code release for 'Context Language Models (CLMs)', research from University of Washington, Meta Superintelligence Labs, MIT and Trillium Labs. CLMs are language models that natively manage their own context by treating it as a file they can freely edit, which naturally extends to multi-agent setups where each agent's context is its own file.

  89. 92

    jeeves

    425PostHog/jeeves · Python

    Jeeves is a reasoning-enhanced 'Jev-like' decision model built on Qwen3.5-9B with LoRA. It thinks through a reasoning chain before giving calibrated yes/no, multiple-choice, or rating answers, and ships with a diffusion drafter for faster inference.

  90. 93

    NPC-Forge

    269gioblu/NPC-Forge · Python

    NPC-Forge is an open-source neuro-symbolic framework for building conversational agents with distinct personalities, multi-turn context, sentiment analysis and tool-call support. Its agents run on the CPU without machine learning or LLMs.

  91. 94

    autumn-recruitment

    263Akun-python/autumn-recruitment · Jupyter Notebook

    It is a community-built, Chinese-language collection of Jupyter notebooks covering math foundations, data structures, machine learning, deep learning, LLMs, agents, AI infrastructure, speech, and data science, aimed at job-hunting ('autumn recruitment') interview prep in the LLM era.

  92. 95

    LLMSearchRecommender

    124alopatenko/LLMSearchRecommender

    A curated compendium of research papers, surveys, and industry engineering practices on using Generative AI and LLMs to build search engines, recommender systems, personalization engines, and question-answering systems.

  93. 96

    roster-match

    104charlenemercury/roster-match · JavaScript

    A zero-dependency JavaScript library that matches a Chinese name heard through speech recognition (or any garbled transcript) to the correct entry in a roster, comparing by pinyin syllables and surfacing candidates with reasons instead of forcing a decision when it is unsure.

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