Alternatives and similar repositories for parallel-prompt-decoding:

Users that are interested in parallel-prompt-decoding are comparing it to the libraries listed below

• kssteven418 / SqueezeLLM-gradients
  ☆18Updated last year
• yxli2123 / LoSparse
  ☆50Updated last year
• fmfi-compbio / admm-pruning
  ☆26Updated 9 months ago
• kssteven418 / BigLittleDecoder
  [NeurIPS'23] Speculative Decoding with Big Little Decoder
  ☆90Updated last year
• luuyin / OWL
  Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"
  ☆64Updated 9 months ago
• theyoungkwon / TinyTrain
  The official implementation of TinyTrain [ICML '24]
  ☆22Updated 9 months ago
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆20Updated last year
• SqueezeAILab / SqueezedAttention
  SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
  ☆46Updated 5 months ago
• parsa-epfl / quantization-sparsity-interplay
  This repo contains the code for studying the interplay between quantization and sparsity methods
  ☆17Updated last month
• aiha-lab / MX-QLLM
  LLM Inference with Microscaling Format
  ☆20Updated 5 months ago
• falcon-xu / early-exit-papers
  A curated list of early exiting (LLM, CV, NLP, etc)
  ☆49Updated 8 months ago
• DerrickYLJ / TidalDecode
  [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
  ☆35Updated this week
• ScalingIntelligence / CATS
  ☆24Updated 5 months ago
• Infini-AI-Lab / Sirius
  Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…
  ☆21Updated 7 months ago
• wimh966 / outlier_suppression
  The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…
  ☆47Updated 2 years ago
• Adaxry / Unified_Layer_Skipping
  ☆12Updated last year
• Qualcomm-AI-research / gptvq
  ☆29Updated last year
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆159Updated 9 months ago
• QingruZhang / PLATON
  This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).
  ☆44Updated 2 years ago
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆104Updated last week
• henryzhongsc / longctx_bench
  Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…
  ☆72Updated last month
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆56Updated 3 weeks ago
• IntelLabs / Hardware-Aware-Automated-Machine-Learning
  ☆52Updated last month
• imagination-research / EEP
  Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs
  ☆16Updated 4 months ago
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆57Updated 6 months ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆40Updated last year
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆49Updated last year
• Aaronhuang-778 / SliM-LLM
  SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
  ☆29Updated 8 months ago
• UtkarshSaxena1 / EigenAttn
  ☆11Updated 6 months ago
• HazyResearch / fly
  ☆202Updated 2 years ago