FFY0 / AdaKV
The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
☆58Updated 3 weeks ago
Alternatives and similar repositories for AdaKV:
Users that are interested in AdaKV are comparing it to the libraries listed below
- ☆36Updated 2 months ago
- Multi-Candidate Speculative Decoding☆34Updated 9 months ago
- Official PyTorch implementation of IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact☆40Updated 8 months ago
- [ICLR 2025] PEARL: parallel speculative decoding with adaptive draft length☆37Updated this week
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"☆14Updated 4 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆46Updated 10 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆42Updated 4 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆48Updated 7 months ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆51Updated last week
- 16-fold memory access reduction with nearly no loss☆76Updated 3 months ago
- [ICLR 2025] SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration☆37Updated 2 months ago
- ☆52Updated 10 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.☆20Updated 11 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆84Updated 4 months ago
- Implement some method of LLM KV Cache Sparsity☆30Updated 8 months ago
- ☆62Updated 2 months ago
- [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection☆39Updated 3 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆32Updated 6 months ago
- OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure☆21Updated 6 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆157Updated 7 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆32Updated 8 months ago
- ☆56Updated 4 months ago
- Source code of paper ''KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing''☆22Updated 3 months ago
- ☆220Updated 9 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆40Updated 3 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆160Updated last week
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆46Updated 7 months ago
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆75Updated 2 weeks ago