James-QiuHaoran / LLM-serving-with-proxy-modelsLinks
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an LLM (with low latency overhead!)
☆49Updated last year
Alternatives and similar repositories for LLM-serving-with-proxy-models
Users that are interested in LLM-serving-with-proxy-models are comparing it to the libraries listed below
Sorting:
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆220Updated 4 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆73Updated last month
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆132Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆91Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- ☆27Updated last year
- LLM serving cluster simulator☆122Updated last year
- A resilient distributed training framework☆96Updated last year
- This repository is established to store personal notes and annotated papers during daily research.☆165Updated this week
- A framework for generating realistic LLM serving workloads☆87Updated last month
- The source code of INFless,a native serverless platform for AI inference.☆44Updated 3 years ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆53Updated 3 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆58Updated 2 years ago
- Stateful LLM Serving☆89Updated 8 months ago
- ☆44Updated last year
- ☆51Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆63Updated last year
- An interference-aware scheduler for fine-grained GPU sharing☆153Updated last week
- ☆79Updated 3 years ago
- ☆153Updated 4 months ago
- ☆124Updated last year
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆137Updated last month
- ☆61Updated last month
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆54Updated 2 years ago
- Compiler for Dynamic Neural Networks☆46Updated 2 years ago
- ☆40Updated last year
- ☆21Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ☆23Updated last year
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆40Updated 6 months ago