peilin-chen

3d-photo-inpainting

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

ardupilot

ArduPlane, ArduCopter, ArduRover source

cnn_accelerator

【入门项目】基于PYNQ-Z2实现手写数字识别卷积神经网络硬件加速器

COP-820

Eyeriss Hardware Accelerator for Machine Learning

CPU

单周期 8指令 MIPS32CPU

FaceRecognition-tensorflow

基于TensorFlow训练的人脸识别神经网络

fast-depth

ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"

gemmini

Berkeley's Spatial Array Generator

hls_for_cnn_mnist

【入门项目】这个仓库是用hls来实现手写数字识别CNN硬件(xilinx fpga)加速的代码

Zhulong-RISCV-CPU

CPU Design Based on RISCV ISA

peilin-chen/Zhulong-RISCV-CPU

CPU Design Based on RISCV ISA

peilin-chen/gemmini

Berkeley's Spatial Array Generator

peilin-chen/tiny-gpu

A minimal GPU design in Verilog to learn how GPUs work from the ground up

peilin-chen/AISystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

peilin-chen/AutoSmoothQuant

An easy-to-use package for implementing SmoothQuant for LLMs

peilin-chen/basejump_stl

BaseJump STL: A Standard Template Library for SystemVerilog

peilin-chen/flash-attention

Fast and memory-efficient exact attention

peilin-chen/FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

peilin-chen/gpgpu-sim_distribution

GPGPU-Sim provides a detailed simulation model of contemporary NVIDIA GPUs running CUDA and/or OpenCL workloads. It includes support for features such as TensorCores and CUDA Dynamic Parallelism as well as a performance visualization tool, AerialVisoin, and an integrated energy model, GPUWattch.

peilin-chen/H2O

[NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

peilin-chen/hardware-accelerator-for-LLM

Major project - kannada LLM for farmers

peilin-chen/KIVI

KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

peilin-chen/KVQuant

KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

peilin-chen/llama

Inference code for Llama models

peilin-chen/llama3

The official Meta Llama 3 GitHub site

peilin-chen/llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

peilin-chen/LLMsPracticalGuide

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

peilin-chen/metaseq

Repo for external large-scale work

peilin-chen/ml-retreat

Machine Learning Journal for Intermediate to Advanced Topics.

peilin-chen/OmniQuant

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

peilin-chen/peilin-chen.github.io

peilin-chen/qserve

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

peilin-chen/siliwiz

Silicon Layout Wizard

peilin-chen/smoothquant

[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

peilin-chen/spatten-llm

[HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning

peilin-chen/TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

peilin-chen/TinyChatEngine

TinyChatEngine: On-Device LLM Inference Library

peilin-chen/ventus-gpgpu

GPGPU processor supporting RISCV-V extension, developed with Chisel HDL

peilin-chen/ventus-gpgpu-verilog

GPGPU supporting RISCV-V, developed with verilog HDL

peilin-chen/vortex