Alternatives and similar repositories for llm_kvcache_sparsity

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

• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆89Updated 2 months ago
• FFY0 / AdaKV
  The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
  ☆79Updated 5 months ago
• d-matrix-ai / keyformer-llm
  ☆54Updated last year
• zcli-charlie / Awesome-KV-Cache
  ☆67Updated 8 months ago
• microsoft / chunk-attention
  ☆77Updated 2 months ago
• Equationliu / Kangaroo
  [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…
  ☆57Updated 11 months ago
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆48Updated 7 months ago
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆51Updated last year
• FasterDecoding / SnapKV
  ☆256Updated last year
• DerrickYLJ / TidalDecode
  [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
  ☆39Updated 2 months ago
• mutonix / pyramidinfer
  ☆42Updated 6 months ago
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆35Updated last year
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆88Updated 2 years ago
• ByteDance-Seed / ShadowKV
  [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
  ☆203Updated last month
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆99Updated 2 months ago
• pku-liang / ArkVale
  ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)
  ☆40Updated 6 months ago
• LiuXiaoxuanPKU / OSD
  ☆52Updated 6 months ago
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆48Updated 11 months ago
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆163Updated 11 months ago
• TreeAI-Lab / Awesome-KV-Cache-Management
  This repository serves as a comprehensive survey of LLM development, featuring numerous research papers along with their corresponding co…
  ☆154Updated this week
• mdy666 / mdy_triton
  ☆137Updated last month
• 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…
  ☆79Updated 3 months ago
• hao-ai-lab / MuxServe
  ☆62Updated last year
• thunlp / Ouroboros
  Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)
  ☆106Updated 3 months ago
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆39Updated last year
• LoongServe / LoongServe
  ☆103Updated 7 months ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆297Updated 7 months ago
• cat538 / SKVQ
  [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
  ☆20Updated 8 months ago
• thu-pacman / FasterMoE
  ☆84Updated 3 years ago
• InternLM / Awesome-LLM-Training-System
  ☆36Updated 10 months ago