Alternatives and similar repositories for qmoe:

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

• Cornell-RelaxML / QuIP
  Code for paper: "QuIP: 2-Bit Quantization of Large Language Models With Guarantees"
  ☆362Updated last year
• yuhuixu1993 / qa-lora
  Official PyTorch implementation of QA-LoRA
  ☆129Updated last year
• hahnyuan / PB-LLM
  PB-LLM: Partially Binarized Large Language Models
  ☆151Updated last year
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆154Updated 5 months ago
• OpenGVLab / EfficientQAT
  EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
  ☆255Updated 5 months ago
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆196Updated 8 months ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆336Updated 7 months ago
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆298Updated last year
• Cornell-RelaxML / quip-sharp
  ☆528Updated 4 months ago
• HazyResearch / lolcats
  Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"
  ☆223Updated last month
• Infini-AI-Lab / Sequoia
  scalable and robust tree-based speculative decoding algorithm
  ☆339Updated last month
• microsoft / TransformerCompression
  For releasing code related to compression methods for transformers, accompanying our publications
  ☆416Updated 2 months ago
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆680Updated 7 months ago
• FasterDecoding / BitDelta
  ☆194Updated 3 months ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆191Updated last year
• IST-DASLab / QUIK
  Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024
  ☆177Updated 11 months ago
• HanGuo97 / flute
  Fast Matrix Multiplications for Lookup Table-Quantized LLMs
  ☆232Updated last month
• hao-ai-lab / Consistency_LLM
  [ICML 2024] CLLMs: Consistency Large Language Models
  ☆386Updated 4 months ago
• yxli2123 / LoftQ
  ☆218Updated 9 months ago
• Vahe1994 / SpQR
  ☆541Updated 3 months ago
• hahnyuan / RPTQ4LLM
  Reorder-based post-training quantization for large language model
  ☆185Updated last year
• llm-random / llm-random
  ☆182Updated this week
• haochengxi / Train_Transformers_with_INT4
  ☆145Updated last year
• HanGuo97 / lq-lora
  ☆125Updated last year
• Aaronhuang-778 / BiLLM
  [ICML 2024] BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
  ☆210Updated 2 months ago
• dust-tt / llama-ssp
  Experiments on speculative sampling with Llama models
  ☆125Updated last year
• spcl / QuaRot
  Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.
  ☆361Updated 3 months ago
• pytorch-labs / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆222Updated 7 months ago
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆262Updated 5 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆298Updated 8 months ago