YongGuCheng

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.

Deep-Learning-for-Tracking-and-Detection

Collection of papers and other resources for object tracking and detection using deep learning

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dlib

A toolkit for making real world machine learning and data analysis applications in C++

FATE

An Industrial Level Federated Learning Framework for the Federated AI ecosystem

federated

A framework for implementing federated learning

federated-learning-with-grpc-docker

A simple application that uses docker and gRPC to demonstrate fedrated learning

fedlearn-algo

Fedlearn支持前沿算法研发的Python工具库 | Fedlearn algorithm toolkit for researchers

Reinforcement-Learning-for-A-Stock-Quant-Investiment

Reinforcement Learning Procedure for Quant Investment in Chinese A-Stock Market

YongGuCheng/Awesome-Chinese-LLM

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

YongGuCheng/Awesome-Video-Diffusion-Models

[Arxiv] A Survey on Video Diffusion Models

YongGuCheng/calculate-flops.pytorch

The calflops is designed to calculate FLOPs、MACs and Parameters in all various neural networks, such as Linear、 CNN、 RNN、 GCN、Transformer(Bert、LlaMA etc Large Language Model)

YongGuCheng/ControlNet

Let us control diffusion models!

YongGuCheng/DeepLearningSystem

Deep Learning System core principles introduction.

YongGuCheng/DeepSpeedExamples

Example models using DeepSpeed

YongGuCheng/Efficient-LLMs-Survey

Efficient Large Language Models: A Survey

YongGuCheng/FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

YongGuCheng/FastCkpt

Python package for rematerialization-aware gradient checkpointing

YongGuCheng/Flowise

Drag & drop UI to build your customized LLM flow

YongGuCheng/langflow

⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

YongGuCheng/LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

YongGuCheng/lightllm

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

YongGuCheng/LLaMA-Efficient-Tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, ChatGLM2)

YongGuCheng/Llama2-Chinese

Llama中文社区，最好的中文Llama大模型，完全开源可商用

YongGuCheng/llm-action

LLM 实战

YongGuCheng/llm-inference-benchmark

LLM Inference benchmark

YongGuCheng/llm-numbers

Numbers every LLM developer should know

YongGuCheng/llm-resource

LLM全栈优质资源汇总

YongGuCheng/LLMs-In-China

**大模型

YongGuCheng/LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

YongGuCheng/LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

YongGuCheng/LocalAI

:robot: Self-hosted, community-driven, local OpenAI compatible API. Drop-in replacement for OpenAI running LLMs on consumer-grade hardware. Free Open Source OpenAI alternative. No GPU required. Runs ggml, GPTQ, onnx, TF compatible models: llama, gpt4all, rwkv, whisper, vicuna, koala, gpt4all-j, cerebras, falcon, dolly, starcoder, and many others

YongGuCheng/NeMo

NeMo: a toolkit for conversational AI

YongGuCheng/OpenRLHF

A Ray-based High-performance RLHF framework (for 34b+ models)

YongGuCheng/question-answering-large-documents

YongGuCheng/starcoder

Home of StarCoder: fine-tuning & inference!

YongGuCheng/TensorRT-LLM

TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

YongGuCheng/text-generation-webui

A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, OPT, and GALACTICA.

YongGuCheng/vision_transformer