Alternatives and similar repositories for fp6_llm

Users that are interested in fp6_llm are comparing it to the libraries listed below

• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆318Updated last year
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆113Updated last year
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆213Updated last year
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆216Updated last year
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆106Updated 2 months ago
• ColfaxResearch / cutlass-kernels
  ☆227Updated last year
• mobiusml / gemlite
  Fast low-bit matmul kernels in Triton
  ☆338Updated last week
• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆137Updated 3 months ago
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆208Updated last year
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆275Updated last year
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆289Updated 2 months ago
• microsoft / BitBLAS
  BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
  ☆654Updated 3 weeks ago
• pytorch-labs / tritonbench
  Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
  ☆193Updated this week
• AlibabaPAI / FLASHNN
  ☆96Updated 10 months ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆155Updated last month
• microsoft / SparTA
  ☆150Updated last year
• neuralmagic / AutoFP8
  ☆195Updated 3 months ago
• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆118Updated last year
• triton-lang / kernels
  ☆85Updated 8 months ago
• Dao-AILab / quack
  A Quirky Assortment of CuTe Kernels
  ☆374Updated this week
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆365Updated 11 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆80Updated 11 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆312Updated 6 months ago
• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆405Updated 2 months ago
• FMInference / DejaVu
  ☆331Updated last year
• gpu-mode / triton-index
  Cataloging released Triton kernels.
  ☆247Updated 6 months ago
• InternLM / turbomind
  ☆92Updated 4 months ago
• stanford-futuredata / stk
  ☆107Updated 11 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆79Updated 6 months ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆211Updated last year