Alternatives and similar repositories for AutoSmoothQuant:

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

• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆101Updated this week
• ruikangliu / FlatQuant
  Official PyTorch implementation of FlatQuant: Flatness Matters for LLM Quantization
  ☆102Updated 3 weeks ago
• DD-DuDa / BitDistiller
  [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.
  ☆100Updated 9 months ago
• AlibabaPAI / FLASHNN
  ☆81Updated 5 months ago
• madsys-dev / deepseekv2-profile
  ☆104Updated 6 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆295Updated 7 months ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆184Updated last year
• ChenMnZ / PrefixQuant
  An algorithm for static activation quantization of LLMs
  ☆116Updated 2 weeks ago
• OpenPPL / ppl.nn.llm
  ☆140Updated 9 months ago
• ModelTC / awesome-lm-system
  Summary of system papers/frameworks/codes/tools on training or serving large model
  ☆56Updated last year
• InternLM / turbomind
  ☆67Updated 2 months ago
• Bruce-Lee-LY / flash_attention_inference
  Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
  ☆35Updated 5 months ago
• FlagOpen / FlagAttention
  A collection of memory efficient attention operators implemented in the Triton language.
  ☆240Updated 8 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆245Updated 2 months ago
• bytedance / AffineQuant
  Official implementation of the ICLR 2024 paper AffineQuant
  ☆24Updated 10 months ago
• bytedance / decoupleQ
  A quantization algorithm for LLM
  ☆132Updated 8 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆157Updated 7 months ago
• Adlik / smoothquantplus
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆20Updated 11 months ago
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆234Updated 3 months ago
• OpenPPL / ppl.llm.serving
  ☆127Updated last month
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆190Updated last year
• void-main / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆59Updated last year
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆199Updated last year
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆272Updated last month
• microsoft / chunk-attention
  ☆62Updated 2 months ago
• neuralmagic / AutoFP8
  ☆172Updated 4 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆61Updated 3 weeks ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆64Updated 3 months ago
• weishengying / cutlass_flash_atten_fp8
  使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention
  ☆53Updated 6 months ago
• FasterDecoding / SnapKV
  ☆220Updated 9 months ago