Alternatives and similar repositories for quantized-training

Users that are interested in quantized-training are comparing it to the libraries listed below

• IST-DASLab / Quartet
  ☆119Updated last month
• IST-DASLab / qutlass
  QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning
  ☆165Updated 2 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆93Updated last year
• open-lm-engine / accelerated-model-architectures
  A bunch of kernels that might make stuff slower 😉
  ☆75Updated this week
• dropbox / gemlite
  Fast low-bit matmul kernels in Triton
  ☆427Updated last week
• meta-pytorch / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆227Updated last year
• amazon-science / mxfp4-llm
  Official implementation for Training LLMs with MXFP4
  ☆118Updated 9 months ago
• cchan / tccl
  extensible collectives library in triton
  ☆95Updated 10 months ago
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆127Updated last year
• INT-FlashAttention2024 / INT-FlashAttention
  ☆85Updated last year
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆142Updated 8 months ago
• meta-pytorch / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆315Updated 5 months ago
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆281Updated 3 months ago
• zinccat / Awesome-Triton-Kernels
  Collection of kernels written in Triton language
  ☆178Updated 2 weeks ago
• triton-lang / kernels
  ☆104Updated last year
• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆120Updated last year
• jundaf2 / INT8-Flash-Attention-FMHA-Quantization
  ☆160Updated 2 years ago
• Cornell-RelaxML / qtip
  ☆163Updated 7 months ago
• IBM / triton-dejavu
  Framework to reduce autotune overhead to zero for well known deployments.
  ☆96Updated 4 months ago
• tridao / flash-attention-wheels
  ☆61Updated 2 years ago
• meta-pytorch / tritonbench
  Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.
  ☆324Updated last week
• microsoft / AttentionEngine
  ☆118Updated 8 months ago
• IST-DASLab / HALO
  HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…
  ☆29Updated 11 months ago
• Dao-AILab / grouped-latent-attention
  ☆131Updated 8 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated 2 years ago
• vllm-project / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆244Updated this week
• cloneofsimo / ptx-tutorial-by-aislop
  PTX-Tutorial Written Purely By AIs (Deep Research of Openai and Claude 3.7)
  ☆66Updated 10 months ago
• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆61Updated last year
• Deep-Learning-Profiling-Tools / triton-viz
  ☆286Updated last week
• meta-pytorch / BackendBench
  Ship correct and fast LLM kernels to PyTorch
  ☆140Updated 3 weeks ago