Alternatives and similar repositories for OmniQuant:

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

• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆667Updated 5 months ago
• princeton-nlp / LLM-Shearing
  [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  ☆578Updated 10 months ago
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆399Updated 3 months ago
• IST-DASLab / sparsegpt
  Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
  ☆759Updated 4 months ago
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆122Updated 10 months ago
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆680Updated 4 months ago
• Vahe1994 / SpQR
  ☆537Updated last month
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
  ☆912Updated 2 weeks ago
• locuslab / wanda
  A simple and effective LLM pruning approach.
  ☆705Updated 5 months ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,179Updated 3 months ago
• Cornell-RelaxML / quip-sharp
  ☆515Updated 2 months ago
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,316Updated 6 months ago
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆732Updated this week
• Cornell-RelaxML / QuIP
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"
  ☆358Updated 10 months ago
• horseee / LLM-Pruner
  [NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baich…
  ☆928Updated 3 months ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆325Updated 5 months ago
• 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
• spcl / QuaRot
  Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.
  ☆315Updated last month
• NVlabs / Minitron
  A family of compressed models obtained via pruning and knowledge distillation
  ☆309Updated 2 months ago
• mit-han-lab / qserve
  QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
  ☆481Updated 2 months ago
• haoliuhl / ringattention
  Large Context Attention
  ☆670Updated 5 months ago
• facebookresearch / LLM-QAT
  Code repo for the paper "LLM-QAT Data-Free Quantization Aware Training for Large Language Models"
  ☆265Updated 4 months ago
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆851Updated this week
• Macaronlin / LLaMA3-Quantization
  A repository dedicated to evaluating the performance of quantizied LLaMA3 using various quantization methods..
  ☆174Updated this week
• intel / auto-round
  Advanced Quantization Algorithm for LLMs/VLMs.
  ☆344Updated this week
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆549Updated 3 months ago
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆1,012Updated 8 months ago
• FMInference / DejaVu
  ☆310Updated 9 months ago
• mit-han-lab / duo-attention
  DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
  ☆417Updated 2 months ago
• DachengLi1 / LongChat
  Official repository for LongChat and LongEval
  ☆518Updated 7 months ago