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
  ☆307Updated 10 months ago
• wangsiping97 / FastGEMV
  High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.
  ☆106Updated 9 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆87Updated this week
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆203Updated last year
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆205Updated last year
• ColfaxResearch / cutlass-kernels
  ☆202Updated 9 months ago
• mobiusml / gemlite
  Fast low-bit matmul kernels in Triton
  ☆295Updated this week
• AlibabaPAI / FLASHNN
  ☆93Updated 7 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆274Updated 5 months ago
• InternLM / turbomind
  ☆84Updated last month
• neuralmagic / AutoFP8
  ☆186Updated 7 months ago
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆266Updated 11 months ago
• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆120Updated 3 weeks ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆346Updated 8 months ago
• FMInference / DejaVu
  ☆314Updated last year
• microsoft / vattention
  Dynamic Memory Management for Serving LLMs without PagedAttention
  ☆360Updated 2 weeks ago
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆262Updated last week
• Dao-AILab / fast-hadamard-transform
  Fast Hadamard transform in CUDA, with a PyTorch interface
  ☆183Updated 11 months ago
• spcl / QuaRot
  Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.
  ☆383Updated 5 months ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆198Updated last year
• stanford-futuredata / stk
  ☆104Updated 8 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆73Updated 8 months ago
• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆117Updated last year
• ruikangliu / FlatQuant
  Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"
  ☆123Updated last month
• jundaf2 / INT8-Flash-Attention-FMHA-Quantization
  ☆157Updated last year
• microsoft / sarathi-serve
  A low-latency & high-throughput serving engine for LLMs
  ☆351Updated 2 weeks ago
• RulinShao / LightSeq
  Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training
  ☆209Updated 8 months ago
• microsoft / SparTA
  ☆142Updated 9 months ago
• microsoft / BitBLAS
  BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
  ☆601Updated this week
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆120Updated 4 months ago