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!)
☆35Updated 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:
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆49Updated 6 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆52Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆177Updated 8 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- ☆50Updated 2 years ago
- ☆44Updated 11 months ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 7 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated last year
- ☆23Updated 11 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆55Updated 2 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- Artifacts for our SIGCOMM'22 paper Muri☆42Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- HeliosArtifact☆20Updated 2 years ago
- Stateful LLM Serving☆73Updated 3 months ago
- Helios Traces from SenseTime☆56Updated 2 years ago
- ☆18Updated last year
- Dynamic resources changes for multi-dimensional parallelism training☆25Updated 7 months ago
- ☆21Updated last year
- ☆10Updated 4 months ago
- LLM serving cluster simulator☆106Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆123Updated last year
- ☆62Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- This repository is established to store personal notes and annotated papers during daily research.☆128Updated this week
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Updated last year
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆48Updated 7 months ago
- ☆72Updated 3 years ago
- ☆18Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 10 months ago