Alternatives and similar repositories for lut-gemm:

Users that are interested in lut-gemm are comparing it to the libraries listed below

• clevercool / ANT-Quantization
  ☆90Updated last year
• xvyaward / owq
  Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…
  ☆57Updated 11 months 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
• microsoft / SparTA
  ☆135Updated 6 months ago
• IntelLabs / FP8-Emulation-Toolkit
  PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
  ☆105Updated 2 months ago
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆190Updated last year
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆96Updated last month
• Qualcomm-AI-research / gptvq
  ☆27Updated 10 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆61Updated 3 weeks ago
• thu-ml / Jetfire-INT8Training
  ☆35Updated 7 months ago
• Qualcomm-AI-research / FP8-quantization
  ☆136Updated last year
• aiha-lab / MX-QLLM
  LLM Inference with Microscaling Format
  ☆19Updated 3 months ago
• thu-nics / qllm-eval
  Code Repository of Evaluating Quantized Large Language Models
  ☆116Updated 5 months ago
• ModelTC / Outlier_Suppression_Plus
  Official implementation of the EMNLP23 paper: Outlier Suppression+: Accurate quantization of large language models by equivalent and opti…
  ☆47Updated last year
• ParCIS / Magicube
  Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
  ☆85Updated 2 years ago
• AlibabaPAI / FLASHNN
  ☆81Updated 5 months ago
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆97Updated 7 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆199Updated last year
• d-matrix-ai / keyformer-llm
  ☆52Updated 10 months ago
• LiuXiaoxuanPKU / GACT-ICML
  ☆41Updated 2 years ago
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆52Updated 3 weeks ago
• mit-han-lab / spatten
  [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
  ☆82Updated 5 months ago
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆48Updated last year
• ScalingIntelligence / CATS
  ☆23Updated 3 months ago
• ankan-ban / llama_cu_awq
  llama INT4 cuda inference with AWQ
  ☆50Updated last month
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆20Updated last year
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆88Updated last year
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆50Updated 8 months ago
• snu-comparch / Tender
  Tender: Accelerating Large Language Models via Tensor Decompostion and Runtime Requantization (ISCA'24)
  ☆13Updated 7 months ago
• pku-liang / AMOS
  Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators
  ☆107Updated 2 years ago