1.NandhaKishorM / laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
Ranked by Attention Score: stars gained over the last 7 complete days
28 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
🤗 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.
AI生成の日本語を自然な日本語へ推敲するAgent Skill / Agent Skill for Refining AI-Generated Japanese into Natural Japanese
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
Nano vLLM
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
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。
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
Open-source offline translation library written in Python
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
💫 Industrial-strength Natural Language Processing (NLP) in Python
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
💬 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
NLTK Source
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
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
Topic Modelling for Humans
Module for automatic summarization of text documents and HTML pages.
A BERT model for scientific text.
Pretrained model hub for Keras 3.
The Classical Language Toolkit
An open-source NLP research library, built on PyTorch.
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
A full spaCy pipeline and models for scientific/biomedical documents.