hao-ai-lab / vllm-ltr
[NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
☆43Updated 4 months ago
Alternatives and similar repositories for vllm-ltr:
Users that are interested in vllm-ltr are comparing it to the libraries listed below
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- ☆55Updated 9 months ago
- ☆91Updated 4 months ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆156Updated 5 months ago
- High performance Transformer implementation in C++.☆113Updated 2 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆151Updated 6 months ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆32Updated this week
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆23Updated 10 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆112Updated last year
- ☆52Updated last year
- Stateful LLM Serving☆50Updated 3 weeks ago
- 16-fold memory access reduction with nearly no loss☆86Updated last week
- ☆47Updated 4 months ago
- ☆81Updated 3 years ago
- A resilient distributed training framework☆93Updated 11 months ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆33Updated 10 months ago
- ☆94Updated 5 months ago
- Curated collection of papers in MoE model inference☆116Updated last month
- LLM Serving Performance Evaluation Harness☆73Updated last month
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆17Updated last year
- Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…☆238Updated 3 weeks ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆31Updated this week
- ☆32Updated 7 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆67Updated 3 weeks ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆32Updated 3 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆82Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆103Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆158Updated 8 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆265Updated 4 months ago
- ☆85Updated 3 months ago