transformers

⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary.

Chronos: Pretrained Models for Time Series Forecasting

Robust recipes to align language models with human and AI preferences

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

OpenChat: Advancing Open-source Language Models with Imperfect Data

Superduper: End-to-end framework for building custom AI applications and agents.

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

A machine learning software for extracting information from scholarly documents

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community

LightGlue: Local Feature Matching at Light Speed (ICCV 2023)

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.