FFY0 / AdaKVLinks
The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
☆79Updated 5 months ago
Alternatives and similar repositories for AdaKV
Users that are interested in AdaKV are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆89Updated 2 months ago
- ☆42Updated 6 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆39Updated last year
- Multi-Candidate Speculative Decoding☆35Updated last year
- 16-fold memory access reduction with nearly no loss☆99Updated 2 months ago
- Implement some method of LLM KV Cache Sparsity☆32Updated last year
- ☆54Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆113Updated last month
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆57Updated 11 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆47Updated 7 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆46Updated 8 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆51Updated last year
- ☆77Updated 2 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆34Updated this week
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆39Updated 2 months ago
- [ACL 2024] Official PyTorch implementation of "IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact"☆44Updated last year
- ☆104Updated 2 weeks ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆106Updated 3 months ago
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆20Updated 8 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆50Updated 4 months ago
- official code for GliDe with a CaPE☆19Updated 10 months ago
- More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression☆11Updated 5 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆28Updated 4 months ago
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆24Updated 2 months ago
- ☆256Updated last year
- Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''☆25Updated 8 months ago
- ☆50Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 11 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆54Updated 3 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆38Updated 10 months ago