LiuXiaoxuanPKU / OSDLinks
☆64Updated last year
Alternatives and similar repositories for OSD
Users that are interested in OSD are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆48Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆148Updated last month
- 16-fold memory access reduction with nearly no loss☆109Updated 10 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆125Updated 2 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆153Updated 11 months ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆214Updated 11 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆65Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆44Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆176Updated last year
- ☆53Updated last year
- ☆302Updated 6 months ago
- [COLM 2024] SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆25Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆160Updated 3 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆88Updated 11 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 11 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆52Updated 5 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆93Updated 2 years ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆123Updated 6 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆188Updated 4 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆49Updated 6 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆370Updated 6 months ago
- PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]☆61Updated 4 months ago
- ☆49Updated last year
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆82Updated 2 months ago
- Multi-Candidate Speculative Decoding☆39Updated last year
- ☆89Updated 3 years ago
- ☆52Updated 8 months ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆56Updated last year