Alternatives and similar repositories for AutoAWQ:

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

• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,669Updated last week
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,777Updated 11 months ago
• IST-DASLab / gptq
  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
  ☆1,998Updated 9 months ago
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,371Updated 6 months ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,620Updated this week
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
  ☆912Updated 2 weeks ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,179Updated 3 months ago
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆5,113Updated last week
• microsoft / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆1,942Updated last month
• ModelTC / lightllm
  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…
  ☆2,762Updated this week
• jquesnelle / yarn
  YaRN: Efficient Context Window Extension of Large Language Models
  ☆1,398Updated 9 months ago
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆1,386Updated this week
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆1,797Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆7,353Updated this week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆5,169Updated this week
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆851Updated this week
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆3,845Updated last week
• microsoft / MInference
  [NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces in…
  ☆874Updated 2 weeks ago
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆732Updated this week
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆745Updated last week
• predibase / lorax
  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
  ☆2,311Updated this week
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆1,012Updated 8 months ago
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,316Updated 6 months ago
• marella / ctransformers
  Python bindings for the Transformer models implemented in C/C++ using GGML library.
  ☆1,827Updated 11 months ago
• deepseek-ai / DeepSeek-MoE
  DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
  ☆1,083Updated last year
• OpenGVLab / OmniQuant
  [ICLR2024 spotlight] OmniQuant is a simple and powerful quantization technique for LLMs.
  ☆754Updated 3 months ago
• aphrodite-engine / aphrodite-engine
  Large-scale LLM inference engine
  ☆1,232Updated last week
• intel / intel-extension-for-transformers
  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…
  ☆2,152Updated 3 months ago
• jiaweizzhao / GaLore
  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
  ☆1,481Updated 2 months ago