Alternatives and similar repositories for pruning-sparsity-publications

Users that are interested in pruning-sparsity-publications are comparing it to the libraries listed below

• IntelLabs / Hardware-Aware-Automated-Machine-Learning
  ☆71Updated 3 months ago
• mit-han-lab / tinychat-tutorial
  ☆76Updated last year
• mit-han-lab / parallel-computing-tutorial
  ☆176Updated 2 years ago
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆120Updated 4 months ago
• thu-nics / qllm-eval
  Code Repository of Evaluating Quantized Large Language Models
  ☆137Updated last year
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆223Updated 2 years ago
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆257Updated last month
• microsoft / chunk-attention
  ☆81Updated 7 months ago
• pprp / Awesome-LLM-Quantization
  Awesome list for LLM quantization
  ☆353Updated last month
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆59Updated 7 months ago
• Hao840 / Awesome-Low-Precision-Training
  A collection of research papers on low-precision training methods
  ☆43Updated 6 months ago
• DD-DuDa / BitDistiller
  [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.
  ☆128Updated last year
• yinuotxie / Efficient-LLM-Inferencing-on-GPUs
  Penn CIS 5650 (GPU Programming and Architecture) Final Project
  ☆45Updated last year
• IST-DASLab / OBC
  Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".
  ☆129Updated 2 years ago
• Kyrie-Zhao / awesome-real-time-AI
  This is a list of awesome edgeAI inference related papers.
  ☆98Updated last year
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆54Updated last year
• tiingweii-shii / Awesome-Resource-Efficient-LLM-Papers
  a curated list of high-quality papers on resource-efficient LLMs 🌱
  ☆149Updated 8 months ago
• Macaronlin / LLaMA3-Quantization
  A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..
  ☆196Updated 10 months ago
• efeslab / fiddler
  [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration
  ☆243Updated last year
• galeselee / Awesome_LLM_System-PaperList
  Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…
  ☆279Updated 8 months ago
• GATECH-EIC / Edge-LLM
  [DAC 2024] EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive La…
  ☆71Updated last year
• UbiquitousLearning / Paper-list-resource-efficient-large-language-model
  ☆101Updated last year
• INT-FlashAttention2024 / INT-FlashAttention
  ☆83Updated 10 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆328Updated last year
• haochengxi / Train_Transformers_with_INT4
  ☆157Updated 2 years ago
• parsa-epfl / quantization-sparsity-interplay
  This repo contains the code for studying the interplay between quantization and sparsity methods
  ☆23Updated 8 months ago
• microsoft / SparTA
  ☆159Updated last year
• Qualcomm-AI-research / transformer-quantization
  ☆207Updated 4 years ago
• Qualcomm-AI-research / FP8-quantization
  ☆165Updated 2 years ago
• ModelTC / awesome-lm-system
  Summary of system papers/frameworks/codes/tools on training or serving large model
  ☆57Updated last year