Alternatives and similar repositories for RPTQ-for-LLaMA

Users that are interested in RPTQ-for-LLaMA are comparing it to the libraries listed below

• NolanoOrg / sparse_quant_llms
  SparseGPT + GPTQ Compression of LLMs like LLaMa, OPT, Pythia
  ☆41Updated 2 years ago
• AlpinDale / sparsegpt-for-LLaMA
  Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.
  ☆71Updated 2 years ago
• qwopqwop200 / gptqlora
  GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ
  ☆103Updated 2 years ago
• hahnyuan / RPTQ4LLM
  Reorder-based post-training quantization for large language model
  ☆195Updated 2 years ago
• chu-tianxiang / QuIP-for-all
  QuIP quantization
  ☆59Updated last year
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆307Updated 2 years ago
• AlpinDale / QuIP-for-Llama
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees" adapted for Llama models
  ☆40Updated 2 years ago
• Digitous / ModelREVOLVER
  Model REVOLVER, a human in the loop model mixing system.
  ☆33Updated 2 years ago
• IST-DASLab / qmoe
  Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".
  ☆277Updated last year
• CoffeeVampir3 / ez-trainer
  Train Llama Loras Easily
  ☆31Updated 2 years ago
• Cornell-RelaxML / QuIP
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"
  ☆380Updated last year
• GreenBitAI / low_bit_llama
  Advanced Ultra-Low Bitrate Compression Techniques for the LLaMA Family of LLMs
  ☆110Updated last year
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆177Updated 5 months ago
• Cornell-RelaxML / qtip
  ☆150Updated 3 months ago
• hahnyuan / PB-LLM
  PB-LLM: Partially Binarized Large Language Models
  ☆153Updated last year
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆703Updated last year
• IST-DASLab / Quartet
  ☆94Updated 3 weeks ago
• eugenepentland / landmark-attention-qlora
  Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA
  ☆124Updated 2 years ago
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆155Updated 11 months ago
• Cornell-RelaxML / quip-sharp
  ☆555Updated 10 months ago
• mlc-ai / llm-perf-bench
  ☆120Updated last year
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆214Updated last year
• OpenGVLab / EfficientQAT
  [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
  ☆302Updated 3 months ago
• arcee-ai / PruneMe
  Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
  ☆248Updated last year
• Gryphe / MergeMonster
  An unsupervised model merging algorithm for Transformers-based language models.
  ☆107Updated last year
• epfml / landmark-attention
  Landmark Attention: Random-Access Infinite Context Length for Transformers
  ☆425Updated last year
• Dhaladom / TALIS
  Simple and fast server for GPTQ-quantized LLaMA inference
  ☆24Updated 2 years ago
• ROCm / flash-attention
  Fast and memory-efficient exact attention
  ☆188Updated last week
• uukuguy / multi_loras
  Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…
  ☆158Updated last year
• Gryphe / BlockMerge_Gradient
  Merge Transformers language models by use of gradient parameters.
  ☆208Updated last year