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ant-quantization

appagent

aqlm

Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.pdf

archcomp

awesome-llm-compression

Awesome LLM compression research papers and tools.

bibert_unofficial

This is the Unofficial implementation of BiBERT paper

bitblas

BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.

bitnet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

bitorch-engine

A toolkit enhances PyTorch with specialized functions for low-bit quantized neural networks.

bitorchinfo

btransformer

bvdsr

colossalai

Making big AI models cheaper, easier, and scalable

conference-acceptance-rate

Acceptance rates for the major AI conferences

convcrf

This repository contains the reference implementation for our proposed Convolutional CRFs.

cuda-neural-network

Convolutional Neural Network with CUDA (MNIST 99.23%)

cutlass

CUDA Templates for Linear Algebra Subroutines

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

deepbayes2017

dropouts

PyTorch Implementations of Dropout Variants

eto

Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents

evolutionary-model-merge

Official repository of Evolutionary Optimization of Model Merging Recipes

ewc.pytorch

An implementation of EWC with PyTorch

fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

group-sparsity-sbp

Structured Bayesian Pruning, NIPS 2017

hebbian-masks

An experiment with some brain-inspired ideas

hopfield-network

Hopfield network implemented with Python

hqq

Official implementation of Half-Quadratic Quantization (HQQ)

hyper-binarynet

This is the code for paper "Gradients Matters: Designing Binarized Neural Network via Enhanced Infornation Flow"