GuangyanZhang

langchain

🦜🔗 Build context-aware reasoning applications

llama.cpp

LLM inference in C/C++

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

vllm

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

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

detr

End-to-End Object Detection with Transformers

ml-ferret

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

ECCV2022-RIFE

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

OpenAgents

OpenAgents: An Open Platform for Language Agents in the Wild

mmdeploy

OpenMMLab Model Deployment Framework

solara

A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps

mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

SETR

[CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

OmniQuant

[ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.

numpy_neural_network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

TopFormer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022

CUDA-code

Numpy-CNN

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

SegVit

Official Pytorch Implementation of SegViT: Semantic Segmentation with Plain Vision Transformers

ESRT

ppl.nn.llm

LLM-FP4

The official implementation of the EMNLP 2023 paper LLM-FP4

mai22-real-time-video-sr

The official codebase for the Real-Time Video Super-Resolution Challenge in Mobile AI (MAI) Workshop@ CVPR 2022 & Advances in Image Manipulation (AIM) Workshop @ ECCV 2022

CUDA_Programming

《CUDA编程基础与实践》一书的代码

AdaDFQ

HAST