ASISys / AdaSkipLinks
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
☆20Updated 11 months ago
Alternatives and similar repositories for AdaSkip
Users that are interested in AdaSkip are comparing it to the libraries listed below
Sorting:
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆55Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆50Updated 5 months ago
- ☆22Updated 10 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆74Updated last month
- ☆49Updated 7 months ago
- ☆15Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- LLM Inference with Microscaling Format☆34Updated last year
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆25Updated last year
- The code for "AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference", Qingyue Yang, Jie Wang, Xing Li, Zhihai Wang, Ch…☆25Updated 5 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆72Updated 5 months ago
- ☆53Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆43Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆123Updated last month
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 10 months ago
- ☆64Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Updated 6 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆83Updated last month
- ☆29Updated 7 months ago
- ☆20Updated last year
- Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''☆31Updated last year
- ☆10Updated last year
- Vortex: A Flexible and Efficient Sparse Attention Framework☆43Updated last month
- ☆39Updated last year
- ☆26Updated last month
- [NAACL'25 🏆 SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert…☆13Updated 11 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆35Updated last year