Alternatives and similar repositories for ShadowKV:

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

• Infini-AI-Lab / TriForce
  [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
  ☆239Updated 5 months ago
• Qcompiler / MIXQ
  MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction
  ☆79Updated 3 months ago
• AIoT-MLSys-Lab / SVD-LLM
  Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
  ☆116Updated 3 weeks ago
• mit-han-lab / Quest
  [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
  ☆245Updated 2 months ago
• FFY0 / AdaKV
  The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
  ☆58Updated 3 weeks ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆77Updated this week
• d-matrix-ai / keyformer-llm
  ☆52Updated 10 months ago
• jy-yuan / KIVI
  [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
  ☆272Updated last month
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆157Updated 7 months ago
• bytedance / ABQ-LLM
  An acceleration library that supports arbitrary bit-width combinatorial quantization operations
  ☆215Updated 4 months ago
• Equationliu / Kangaroo
  [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…
  ☆48Updated 7 months ago
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆51Updated last week
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆46Updated 10 months ago
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆81Updated last year
• Qcompiler / vllm-mixed-precision
  Support mixed-precsion inference with vllm
  ☆80Updated last month
• HarryWu99 / llm_kvcache_sparsity
  Implement some method of LLM KV Cache Sparsity
  ☆30Updated 8 months ago
• FasterDecoding / SnapKV
  ☆220Updated 9 months ago
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆39Updated 3 months ago
• hemingkx / Spec-Bench
  Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)
  ☆223Updated 3 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…
  ☆64Updated this week
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: parallel speculative decoding with adaptive draft length
  ☆39Updated this week
• microsoft / chunk-attention
  ☆62Updated 2 months ago
• Infini-AI-Lab / MagicDec
  [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆107Updated 2 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆295Updated 7 months ago
• shadowpa0327 / Palu
  Code for Palu: Compressing KV-Cache with Low-Rank Projection
  ☆76Updated this week
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆32Updated 8 months ago
• FasterDecoding / TEAL
  ☆111Updated this week
• mit-han-lab / Block-Sparse-Attention
  A sparse attention kernel supporting mix sparse patterns
  ☆133Updated last week
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆145Updated 5 months ago
• LoongServe / LoongServe
  ☆83Updated 3 months ago