rayleizhu / vllm-raLinks
[ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts
☆40Updated last year
Alternatives and similar repositories for vllm-ra
Users that are interested in vllm-ra are comparing it to the libraries listed below
Sorting:
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆41Updated last month
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated 11 months ago
- Quantized Attention on GPU☆44Updated 7 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆163Updated 11 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.☆24Updated 2 months ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆83Updated 6 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆47Updated 11 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆38Updated 10 months ago
- ☆114Updated 3 weeks ago
- Linear Attention Sequence Parallelism (LASP)☆84Updated last year
- 16-fold memory access reduction with nearly no loss☆99Updated 2 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆47Updated 7 months ago
- ☆71Updated last month
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆46Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆113Updated last month
- ☆77Updated 2 months ago
- ☆49Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆106Updated 3 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆79Updated 9 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆79Updated 5 months ago
- Vocabulary Parallelism☆19Updated 3 months ago
- Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference☆21Updated 3 months ago
- ☆75Updated 5 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 6 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆39Updated 2 months ago
- ☆130Updated 4 months ago
- The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆134Updated 3 weeks ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆71Updated 8 months ago