pku-liang / ArkVale
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)
☆37Updated 4 months ago
Alternatives and similar repositories for ArkVale:
Users that are interested in ArkVale are comparing it to the libraries listed below
- ☆53Updated last year
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆46Updated 3 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 11 months ago
- ☆59Updated 10 months ago
- ☆96Updated 5 months ago
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆34Updated 2 weeks ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆36Updated 3 weeks ago
- ☆13Updated 10 months ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆9Updated last year
- ☆45Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆44Updated last month
- Code release for AdapMoE accepted by ICCAD 2024☆19Updated last week
- ☆14Updated 11 months ago
- 16-fold memory access reduction with nearly no loss☆91Updated last month
- ☆19Updated last year
- LLM Inference analyzer for different hardware platforms☆65Updated last week
- ☆105Updated 2 weeks ago
- ☆36Updated 6 months ago
- Stateful LLM Serving☆65Updated last month
- ☆13Updated last month
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆25Updated last year
- Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning☆23Updated 4 months ago
- Implement some method of LLM KV Cache Sparsity☆32Updated 11 months ago
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆128Updated 10 months ago
- Canvas: End-to-End Kernel Architecture Search in Neural Networks☆26Updated 5 months ago
- [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System☆44Updated last year
- Compiler for Dynamic Neural Networks☆46Updated last year
- ☆55Updated last year
- Curated collection of papers in MoE model inference☆167Updated 2 months ago
- Summary of some awesome work for optimizing LLM inference☆72Updated 3 weeks ago