ByteDance-Seed / ShadowKVLinks
[ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
☆236Updated 3 months ago
Alternatives and similar repositories for ShadowKV
Users that are interested in ShadowKV are comparing it to the libraries listed below
Sorting:
- [COLM 2024] TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding☆263Updated 11 months ago
- MIXQ: Taming Dynamic Outliers in Mixed-Precision Quantization by Online Prediction☆93Updated 9 months ago
- 16-fold memory access reduction with nearly no loss☆104Updated 5 months ago
- An acceleration library that supports arbitrary bit-width combinatorial quantization operations☆232Updated 10 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆180Updated 11 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆323Updated last month
- Implement some method of LLM KV Cache Sparsity☆35Updated last year
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆89Updated 2 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆133Updated 3 months ago
- ☆78Updated 4 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆57Updated 9 months ago
- [ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2☆237Updated 5 months ago
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆242Updated 2 months ago
- ☆54Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆165Updated last year
- ☆43Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆132Updated 6 months ago
- ☆131Updated last month
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated 3 weeks ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆59Updated last year
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆48Updated last year
- ☆273Updated last month
- ☆77Updated 10 months ago
- ☆114Updated 9 months ago
- A sparse attention kernel supporting mix sparse patterns☆281Updated 6 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆107Updated 4 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆66Updated 2 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆147Updated 3 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆319Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆52Updated last year