Python 排行榜

Real-world AI workflows for creators.

[ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training"

Bilingual term extractor

使用LLaMA-Factory微调多模态大语言模型的示例代码 Demo of Finetuning Multimodal LLM with LLaMA-Factory

Code for the paper "On the Expressivity Role of LayerNorm in Transformers' Attention" (Findings of ACL'2023)

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

A numpy implementation of the Transformer model in "Attention is All You Need"

The Oracle LangChain integration provides official LangChain support for Oracle’s Generative AI and AI Platform services, enabling developers to build intelligent, secure, and scalable applications powered by Oracle’s cloud technologies.

HyPSTER - Configuration Framework for Optimizing AI & AI Systems

AI tool that generates an Audio short story based on the context of an uploaded image by prompting a GenAI LLM model, Hugging Face AI models together with OpenAI & LangChain

ProCyon: A multimodal foundation model for protein phenotypes

Build-An-LLM-RAG-Chatbot-With-LangChain-Python

Streamlit application that leverages ChatGPT and LangChain to analyze tweet sentiment from selected Twitter authors.

Memory operating system for AI agents — persistent memory, BM25 search, atomic decomposition, reflection engine, immune system. Zero API calls. 89% fewer tokens than alternatives. MCP + LangChain + OpenAI SDK.

Convert LangChain tools to FastMCP tools

Production-ready platform for building, deploying, and operating AI and agentic applications

CLI enabling more autonomous black-box penetration tests using Large Language Models (LLMs)

Local RAG app chat, search and analyse PDF files

[ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"

**ARCHIVED** Filesystem interface to 🤗 Hub