Alternatives and similar repositories for Unified_Layer_Skipping

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

• DerrickYLJ / TidalDecode
  [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
  ☆40Updated 2 months ago
• ASISys / AdaSkip
  AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
  ☆13Updated 5 months ago
• SqueezeAILab / SqueezedAttention
  SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
  ☆50Updated 7 months ago
• FFY0 / AdaKV
  The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
  ☆84Updated 3 weeks ago
• sail-sg / SimLayerKV
  The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.
  ☆46Updated 9 months ago
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆41Updated last year
• aiha-lab / MX-QLLM
  LLM Inference with Microscaling Format
  ☆24Updated 8 months ago
• cat538 / SKVQ
  [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
  ☆21Updated 9 months ago
• abdelfattah-lab / xKV
  xKV: Cross-Layer SVD for KV-Cache Compression
  ☆27Updated 3 weeks ago
• LLMkvsys / rethink-kv-compression
  ☆13Updated 4 months ago
• yangyifei729 / KVSharer
  Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''
  ☆27Updated 8 months ago
• ClubieDong / QAQ-KVCacheQuantization
  QAQ: Quality Adaptive Quantization for LLM KV Cache
  ☆51Updated last year
• mutonix / pyramidinfer
  ☆43Updated 7 months ago
• smart-lty / ParallelSpeculativeDecoding
  [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length
  ☆93Updated 3 months ago
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆100Updated 3 months ago
• ruikangliu / IntactKV
  [ACL 2024] Official PyTorch implementation of "IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact"
  ☆44Updated last year
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆35Updated last year
• Jingyu6 / speculative_prefill
  ☆34Updated last month
• hyx1999 / SAM-Decoding
  Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton
  ☆28Updated 5 months ago
• dongwonjo / FastKV
  Official Implementation of FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation
  ☆21Updated last month
• Jikai0Wang / OPT-Tree
  ☆23Updated last month
• ScalingIntelligence / CATS
  ☆26Updated 8 months ago
• Equationliu / Kangaroo
  [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…
  ☆58Updated last year
• opengear-project / GEAR
  GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM
  ☆165Updated last year
• machilusZ / FastGen
  This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
  ☆37Updated 11 months ago
• ByteDance-Seed / FlexPrefill
  Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
  ☆119Updated last month
• sail-sg / LongSpec
  LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
  ☆60Updated this week
• ArminAzizi98 / LaMDA
  ☆15Updated 8 months ago
• zhangsichengsjtu / AFPQ
  AFPQ code implementation
  ☆22Updated last year
• fmfi-compbio / admm-pruning
  ☆28Updated 11 months ago