Alternatives and similar repositories for Unified_Layer_Skipping

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

• ASISys / AdaSkip
  AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
  ☆20Updated 11 months ago
• DerrickYLJ / TidalDecode
  [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
  ☆50Updated 5 months ago
• SqueezeAILab / SqueezedAttention
  [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference
  ☆55Updated last year
• yangyifei729 / KVSharer
  Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''
  ☆31Updated last year
• aiha-lab / MX-QLLM
  LLM Inference with Microscaling Format
  ☆34Updated last year
• mutonix / pyramidinfer
  ☆49Updated last year
• Jikai0Wang / OPT-Tree
  ☆29Updated 7 months ago
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆47Updated last year
• cat538 / SKVQ
  [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
  ☆25Updated last year
• dongwonjo / FastKV
  Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration
  ☆29Updated last month
• sail-sg / SimLayerKV
  The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.
  ☆52Updated last year
• Intelligent-Computing-Lab-Panda / TesseraQ
  ☆24Updated last year
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆39Updated last year
• linfeng93 / BiTA
  An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.
  ☆26Updated 8 months ago
• abdelfattah-lab / xKV
  xKV: Cross-Layer SVD for KV-Cache Compression
  ☆43Updated last month
• LLMkvsys / rethink-kv-compression
  ☆22Updated 10 months ago
• FFY0 / AdaKV
  The Official Implementation of Ada-KV [NeurIPS 2025]
  ☆123Updated last month
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆55Updated last year
• MIRALab-USTC / LLM-AttentionPredictor
  The code for "AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference", Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Ch…
  ☆25Updated 5 months ago
• Paramathic / slim
  SLiM: One-shot Quantized Sparse Plus Low-rank Approximation of LLMs (ICML 2025)
  ☆32Updated last month
• machilusZ / FastGen
  This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
  ☆43Updated last year
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆109Updated 9 months ago
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆67Updated 9 months ago
• ruikangliu / IntactKV
  [ACL 2024] Official PyTorch implementation of "IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact"
  ☆48Updated last year
• UNITES-Lab / C2R-MoE
  [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…
  ☆13Updated 11 months ago
• Linking-ai / SCOPE
  (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation
  ☆33Updated 7 months ago
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆23Updated 2 years ago
• Equationliu / Kangaroo
  [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…
  ☆64Updated last year
• SNU-ARC / any-precision-llm
  [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
  ☆123Updated 6 months ago
• sail-sg / LongSpec
  LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
  ☆72Updated 5 months ago