yonghuazhang-buaa Goto Github PK

embedded-neural-network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

explanationintervention

LLM：PyTorch code for Can Language Models Teach? Teacher Explanations Improve Student Performance via Theory of Mind

fisherpruning

Finetuning：Group Fisher Pruning for Practical Network Compression(ICML2021)

flant5-cot-specialization

LLM：Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.

flexgen

LLM：FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU

fpga-bdf

Avnet Board Definition Files

fskd

githubdoc

How to make Ultra96 petalinux image

gptq

LLM：Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

hls4ml

Machine learning on FPGAs using HLS

hls4ml-tutorial

Tutorial notebooks for hls4ml

interview

📚 C/C++面试知识总结

interview-notebook

:books: 技术面试需要掌握的基础知识整理

iree

👻

knowledge-distillation-papers

knowledge distillation papers

lamini-lm

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions

learnning-classicalalgorithm

经典算法解析

lenet5-accelerator

FPGA and GPU acceleration of LeNet5

lion

Lion: Adversarial Distillation of Closed-Source Large Language Model

llm-awq

LLM：AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

llm-pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.

lm-evaluation-harness

LLM：A framework for few-shot evaluation of autoregressive language models.

lmops

General technology for enabling AI capabilities w/ LLMs and MLLMs

lxrunoffline

A full-featured utility for managing Windows Subsystem for Linux (WSL)

ml-road

Machine Learning Resources, Practice and Research

mnist-nnet-hls-zynq7020-fpga

to illustrate how to removal a Neural Network from pc to FPGA board ,it contain all the code include c code worked in pc,HLS prj accelerate code in FPGA,and implacement in block design and with SDK app......

mobilenet-v2-caffe

MobileNet-v2 experimental network description for caffe

mobilenet-v2-inference-hls

Codes to implement MobileNet V2 in a FPGA

mobilenetv2

A Keras implementation of MobileNetV2.

mobilenetv2-pytorch

Impementation of MobileNetV2 in pytorch