OpenVLA: An open-source vision-language-action model for robotic manipulation.

TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark

PyZMQ: Python bindings for zeromq

FlagGems is an operator library for large language models implemented in Triton Language.

EQ-Net [ICCV 2023]

OpenAI 接口接入适配，支持千帆大模型平台、讯飞星火大模型、腾讯混元以及MiniMax、Deep-Seek，等兼容OpenAI接口，仅单可执行文件，配置超级简单，一键部署，开箱即用. Seamlessly integrate with OpenAI and compatible APIs using a single executable for quick setup and depl…

An acceleration library that supports arbitrary bit-width combinatorial quantization operations

[ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

assistant tools for attention visualization in deep learning

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

ADer (https://arxiv.org/abs/2406.03262) is an open source visual anomaly detection toolbox based on PyTorch, which supports multiple popular AD datasets and approaches.

TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

A beautiful, simple, clean, and responsive Jekyll theme for academics

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

[NeurIPS 2023] Official implementations of "Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models"

Meta-Transformer for Unified Multimodal Learning

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)

A simple and effective LLM pruning approach.

fastllm是c++实现，后端无依赖（仅依赖CUDA，无需依赖PyTorch）的高性能大模型推理库。 可实现单4090推理DeepSeek R1 671B INT4模型，单路可达20+tps。

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，T5，UDA等模型的训练和预测，开箱即用。

Awesome LLM compression research papers and tools.

本人的科研经验

This repository contains demos I made with the Transformers library by HuggingFace.