1hunters

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

Yi

A series of large language models trained from scratch by developers @01-ai

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Awesome-Pruning

A curated list of neural network pruning resources.

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

LibMTL

A PyTorch Library for Multi-Task Learning

gptq

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

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

brevitas

Brevitas: neural network quantization in PyTorch

AutoGL

An autoML framework & toolkit for machine learning on graphs.

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

Efficient-Deep-Learning

Collection of recent methods on (deep) neural network compression and acceleration.

finn

Dataflow compiler for QNN inference on FPGAs

Awesome-LLM-System-Papers

SimBiber

MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info

lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

Sparsebit

A model compression and acceleration toolbox based on pytorch.

REALY

REALY: Rethinking the Evaluation of 3D Face Reconstruction (ECCV 2022)

qonnx

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX

bitfusion

Simulator for BitFusion

oscillations-qat

reffix

A tool for fixing a BibTeX reference list using DBLP API

XNAS

XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.

learning-compressible-subspaces

Armol

The implementation of Armol (published in INFOCOM 2022)