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Peilin Chen's Projects

llama icon llama

Inference code for Llama models

llama3 icon llama3

The official Meta Llama 3 GitHub site

llm-awq icon llm-awq

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

llmspracticalguide icon llmspracticalguide

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

miaow icon miaow

An open source GPU based off of the AMD Southern Islands ISA.

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"

mnsim-2.0 icon mnsim-2.0

A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems

neural-network-sandbox icon neural-network-sandbox

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

neural-networks-on-silicon icon neural-networks-on-silicon

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

npu_on_fpga icon npu_on_fpga

在FPGA上面实现一个NPU计算单元。能够执行矩阵运算(ADD/ADDi/ADDs/MULT/MULTi/DOT等)、图像处理运算(CONV/POOL等)、非线性映射(RELU/TANH/SIGM等)。

nvsim icon nvsim

NVSim - A performance, energy and area estimation tool for non-volatile memory (NVM)

open-gpgpu-flexgrip- icon open-gpgpu-flexgrip-

FlexGripPlus: an open-source GPU model for reliability evaluation and micro architectural simulation

openram icon openram

An open-source static random access memory (SRAM) compiler.

paddle-lite icon paddle-lite

Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎)

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