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🤗 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.

A high-throughput and memory-efficient inference and serving engine for LLMs

Port of OpenAI's Whisper model in C/C++

SOTA Open Source TTS

SGLang is a high-performance serving framework for large language models and multimodal models.

Faster Whisper transcription with CTranslate2

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

Nano vLLM

A framework for few-shot evaluation of language models.

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

Code for the paper "Jukebox: A Generative Model for Music"

Scalable and user friendly neural :brain: forecasting algorithms.

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

PyTorch native quantization and sparsity for training and inference

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

Bringing together outstanding artificial intelligence (AI) open source projects from around the world.

allRank is a framework for training learning-to-rank neural models based on PyTorch.

ChatGPT, GenerativeAI and LLMs Timeline

自动驾驶笔记，以解析各模块知识点、整合行业优秀解决方案进行阐述，以帮助自己及有需要的读者；包含深度学习、deeplearning、无人驾驶、BEV、Transformer、ADAS、CVPR、特斯拉AI DAY、大模型、chatgpt等内容.

Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"

ChatGPT-Pro is an advanced application that combines the power of ChatGPT and DALL.E.

PyTorch Implementation of OpenAI GPT-2

Multilingual Generative Pretrained Model

Legend of Elya — N64 game with a real 819K-parameter transformer running on the VR4300 MIPS III CPU. Zelda-style dungeon, AI NPCs, byte-level inference at 60 tok/s. Built with libdragon SDK.