LiuXiaoxuanPKU / OSD
☆48Updated 4 months ago
Alternatives and similar repositories for OSD:
Users that are interested in OSD are comparing it to the libraries listed below
- Multi-Candidate Speculative Decoding☆35Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆51Updated 9 months ago
- ☆237Updated 11 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆183Updated 2 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆77Updated last week
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [arXiv '25]☆27Updated this week
- ☆53Updated last year
- ☆39Updated 4 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆159Updated 9 months ago
- ☆49Updated 11 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆46Updated 5 months ago
- 16-fold memory access reduction with nearly no loss☆90Updated 3 weeks ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆23Updated 2 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆37Updated 10 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆36Updated 8 months ago
- ☆21Updated 2 weeks ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆270Updated 5 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆72Updated last month
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆99Updated 2 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆49Updated last year
- SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆19Updated 6 months ago
- ☆82Updated 3 years ago
- ☆122Updated 2 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆72Updated 3 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆115Updated 4 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆85Updated last week
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆35Updated this week
- Spec-Bench: A Comprehensive Benchmark and Unified Evaluation Platform for Speculative Decoding (ACL 2024 Findings)☆258Updated this week
- ☆36Updated 7 months ago