guantongpeng

Tongpeng-Guan's starred repositories

Open-source RAG Framework for building GenAI Second Brains 🧠 Build productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Efficient retrieval augmented generation framework

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tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

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kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

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AI-Competition-Collections

AI比赛经验帖子 & 训练和测试技巧帖子集锦（收集整理各种人工智能比赛经验帖）

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AICompetition

This repo holds the competitions (information, solutions, summaries, memories) that our team has participated in

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Efficient-Deep-Learning

A bag of tricks to speed up your deep learning process

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AIFoundation

AIFoundation 主要是指AI系统遇到大模型，从底层到上层如何系统级地支持大模型训练和推理，全栈的核心技术。

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lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

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AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

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TIM-VX

VeriSilicon Tensor Interface Module

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graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

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tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

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course

高性能并行编程与优化 - 课件

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smallchat

A minimal programming example for a chat server

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flux

Official inference repo for FLUX.1 models

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kuiperdatawhale

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KuiperLLama

校招、秋招、春招、实习好项目，带你从零动手实现支持LLama的大模型推理框架。

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Megatron-LM

Ongoing research training transformer models at scale

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tpu-mlir

Machine learning compiler based on MLIR for Sophgo TPU.

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Deep-Live-Cam

real time face swap and one-click video deepfake with only a single image

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llama.cpp

LLM inference in C/C++

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torchchat

Run PyTorch LLMs locally on servers, desktop and mobile

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segment-anything-2

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 the model.

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nnUNet

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tinyTPU

Implementation of a Tensor Processing Unit for embedded systems and the IoT.

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FREE-TPU-V3plus-for-FPGA

FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference

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gpu.cpp

A lightweight library for portable low-level GPU computation using WebGPU.

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awesome-infrared-small-targets

List of awesome infrared small targets detection methods!

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basic_knowledge

Things to learn for new students in the Lab for AI chips and systems of BJTU .