hao-ai-lab / vllm-ltr
[NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
☆48Updated 6 months ago
Alternatives and similar repositories for vllm-ltr
Users that are interested in vllm-ltr are comparing it to the libraries listed below
Sorting:
- ☆60Updated 11 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆155Updated 7 months ago
- Stateful LLM Serving☆67Updated 2 months ago
- ☆96Updated 6 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆25Updated last year
- ☆53Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆118Updated last year
- 16-fold memory access reduction with nearly no loss☆93Updated last month
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆100Updated 3 weeks ago
- ☆49Updated 5 months ago
- A lightweight design for computation-communication overlap.☆92Updated last week
- A simple calculation for LLM MFU.☆37Updated 2 months ago
- ☆75Updated 3 weeks ago
- ☆82Updated 3 years ago
- ☆101Updated 7 months ago
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆29Updated last year
- Implement some method of LLM KV Cache Sparsity☆32Updated 11 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆36Updated 3 weeks ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆37Updated this week
- LLM Serving Performance Evaluation Harness☆77Updated 2 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆165Updated 6 months ago
- ☆64Updated 7 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆73Updated 3 months ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆38Updated 4 months ago
- ☆104Updated 4 months ago
- High performance Transformer implementation in C++.☆122Updated 3 months ago
- Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".☆47Updated 10 months ago
- ☆58Updated 2 weeks ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆279Updated 5 months ago