Alternatives and similar repositories for retraining-free-pruning

Users that are interested in retraining-free-pruning are comparing it to the libraries listed below

• IST-DASLab / OBC
  Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".
  ☆126Updated 2 years ago
• kssteven418 / I-BERT
  [ICML'21 Oral] I-BERT: Integer-only BERT Quantization
  ☆257Updated 2 years ago
• htqin / BiBERT
  This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.
  ☆88Updated 2 years ago
• facebookresearch / LLM-QAT
  Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
  ☆312Updated 6 months ago
• IntelLabs / Model-Compression-Research-Package
  A library for researching neural networks compression and acceleration methods.
  ☆139Updated 2 weeks ago
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆216Updated last year
• kssteven418 / BigLittleDecoder
  [NeurIPS'23] Speculative Decoding with Big Little Decoder
  ☆94Updated last year
• CASIA-IVA-Lab / FLAP
  [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
  ☆60Updated last year
• LinkAnonymous / BESA
  ☆10Updated last year
• kssteven418 / LTP
  [KDD'22] Learned Token Pruning for Transformers
  ☆100Updated 2 years ago
• biomedical-cybernetics / Relative-importance-and-activation-pruning
  ☆51Updated last year
• aojunzz / NM-sparsity
  ☆240Updated 2 years ago
• luuyin / OWL
  Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"
  ☆73Updated 2 months ago
• Qualcomm-AI-research / transformer-quantization
  ☆206Updated 3 years ago
• yxli2123 / LoSparse
  ☆59Updated last year
• HazyResearch / fly
  ☆214Updated 2 years ago
• wimh966 / outlier_suppression
  The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…
  ☆48Updated 2 years ago
• facebookresearch / bit
  Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer
  ☆111Updated 2 years ago
• liyunqianggyn / Awesome-LLMs-Pruning
  Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.
  ☆121Updated last month
• falcon-xu / early-exit-papers
  A curated list of early exiting (LLM, CV, NLP, etc)
  ☆61Updated last year
• pprp / Awesome-LLM-Prune
  Awesome list for LLM pruning.
  ☆257Updated last week
• txsun1997 / awesome-early-exiting
  A curated list of Early Exiting papers, benchmarks, and misc.
  ☆117Updated last year
• haochengxi / Train_Transformers_with_INT4
  ☆154Updated 2 years ago
• kssteven418 / SqueezeLLM-gradients
  ☆20Updated last year
• LiuXiaoxuanPKU / GACT-ICML
  ☆42Updated 2 years ago
• princeton-nlp / CoFiPruning
  [ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408
  ☆197Updated 2 years ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆214Updated last year
• naver-aics / lut-gemm
  ☆69Updated last year
• facebookresearch / SpinQuant
  Code repo for the paper "SpinQuant LLM quantization with learned rotations"
  ☆326Updated 7 months ago
• FMInference / DejaVu
  ☆335Updated last year