hahnyuan/ASVD4LLM

Stars
45
Rank 624,037 (Top 13 %)
Language
Python
License
MIT License
Created about 1 year ago
Updated about 1 month ago

hahnyuan/ASVD4LLM

hahnyuan

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Activation-aware Singular Value Decomposition for Compressing Large Language Models

nn_tools

Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.

LLM-Viewer

Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline model in a user-friendly interface.

RPTQ4LLM

Reorder-based post-training quantization for large language model

PTQ4ViT

Post-Training Quantization for Vision transformers.

PB-LLM

PB-LLM: Partially Binarized Large Language Models

video_labeler

A GUI tool for conveniently label the objects in video, using the powerful object tracking.

darknet-visualizer

A visualizer of darknet nerual network's network

TorchQuantExtension

Pytorch extension for quantization with high-efficient CUDA kernels

ModelASV

ModelASV: Analyze, Simulate and Visulize the Performance of Large Neural Network Models

shadowsocks_autoset

Automatically set the free SS account from a website for windows shadowsocks client.

MTCNN_API

Convenient API of MTCNN face or face landmark detection

MiscTritonCuda

MiscTritonCuda is a feature-rich library designed to provide miscellaneous operators and helper functions related to Triton and CUDA acceleration.

PIMAnalyzer

Tool for analyzing the details of crossbar for different applications on PIM

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