yangyifei729 / KVSharer
Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''
☆23Updated 5 months ago
Alternatives and similar repositories for KVSharer:
Users that are interested in KVSharer are comparing it to the libraries listed below
- [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.☆23Updated last year
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆68Updated 2 months ago
- ☆39Updated 4 months ago
- Multi-Candidate Speculative Decoding☆35Updated 11 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆44Updated 5 months ago
- Official PyTorch implementation of IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact☆43Updated 10 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆66Updated this week
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆35Updated 7 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆67Updated 3 weeks ago
- ☆65Updated 3 months ago
- 16-fold memory access reduction with nearly no loss☆86Updated last week
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆47Updated last year
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆16Updated 5 months ago
- Official Implementation of FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation☆17Updated last month
- ☆52Updated last year
- More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression☆11Updated 2 months ago
- ☆20Updated this week
- ☆72Updated last week
- LLM Inference with Microscaling Format☆20Updated 4 months ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆52Updated this week
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆35Updated 9 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆158Updated 8 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin …☆51Updated 9 months ago
- AFPQ code implementation☆20Updated last year
- ☆122Updated last month
- ☆50Updated 10 months ago
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆33Updated 6 months ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆66Updated 11 months ago
- ☆47Updated 3 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆45Updated last month