Alternatives and similar repositories for qtip

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

• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆54Updated last year
• Aaronhuang-778 / BiLLM
  [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
  ☆221Updated 6 months ago
• OpenGVLab / EfficientQAT
  [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
  ☆288Updated 2 months ago
• IST-DASLab / Quartet
  ☆75Updated last month
• FasterDecoding / TEAL
  ☆137Updated 5 months ago
• IST-DASLab / QuEST
  Work in progress.
  ☆70Updated last month
• hahnyuan / PB-LLM
  PB-LLM: Partially Binarized Large Language Models
  ☆153Updated last year
• IST-DASLab / MoE-Quant
  Code for data-aware compression of DeepSeek models
  ☆42Updated last month
• snu-mllab / GuidedQuant
  Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)
  ☆39Updated last month
• GATECH-EIC / ShiftAddLLM
  ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
  ☆109Updated 9 months ago
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆134Updated 6 months ago
• ChenMnZ / PrefixQuant
  An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization
  ☆145Updated 2 months ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆365Updated 11 months ago
• spcl / QuaRot
  Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.
  ☆413Updated 8 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆312Updated 6 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆80Updated 11 months ago
• efeslab / fiddler
  [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration
  ☆225Updated 8 months ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆142Updated this week
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆244Updated 6 months ago
• amazon-science / mxfp4-llm
  Official implementation for Training LLMs with MXFP4
  ☆20Updated 3 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆165Updated last year
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆154Updated 9 months ago
• xuyuzhuang11 / OneBit
  The homepage of OneBit model quantization framework.
  ☆185Updated 6 months ago
• FasterDecoding / BitDelta
  ☆199Updated 8 months ago
• Cornell-RelaxML / yaqa-quantization
  ☆44Updated last month
• DeepAuto-AI / hip-attention
  Training-free Post-training Efficient Sub-quadratic Complexity Attention. Implemented with OpenAI Triton.
  ☆141Updated this week
• facebookresearch / ParetoQ
  This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"
  ☆91Updated 2 months ago
• thu-ml / TetraJet-MXFP4Training
  Pytorch implementation of "Oscillation-Reduced MXFP4 Training for Vision Transformers" on DeiT Model Pre-training
  ☆20Updated last month
• Dao-AILab / grouped-latent-attention
  ☆123Updated 2 months ago
• thu-nics / MoA
  [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>
  ☆141Updated 3 weeks ago