Multi-LLM / prism-researchLinks
Research prototype of PRISM — a cost-efficient multi-LLM serving system with flexible time- and space-based GPU sharing.
☆44Updated 2 months ago
Alternatives and similar repositories for prism-research
Users that are interested in prism-research are comparing it to the libraries listed below
Sorting:
- Stateful LLM Serving☆88Updated 7 months ago
- ☆64Updated last month
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆131Updated last year
- ☆79Updated 3 years ago
- High performance Transformer implementation in C++.☆140Updated 9 months ago
- A framework for generating realistic LLM serving workloads☆76Updated last month
- ☆75Updated 3 weeks ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆216Updated 3 months ago
- ☆57Updated last week
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆35Updated 5 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆189Updated last year
- ☆124Updated 11 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆62Updated last year
- A resilient distributed training framework☆96Updated last year
- DeepSeek-V3/R1 inference performance simulator☆170Updated 7 months ago
- ☆147Updated 3 months ago
- gLLM: Global Balanced Pipeline Parallelism System for Distributed LLM Serving with Token Throttling☆42Updated last month
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆47Updated last year
- ☆27Updated last year
- ☆137Updated last year
- [EuroSys'25] Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization☆21Updated 3 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆89Updated 2 years ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆62Updated last year
- Compiler for Dynamic Neural Networks☆46Updated last year
- nnScaler: Compiling DNN models for Parallel Training☆118Updated last month
- ☆310Updated last month
- PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.☆24Updated this week
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆69Updated 3 weeks ago
- A prefill & decode disaggregated LLM serving framework with shared GPU memory and fine-grained compute isolation.☆114Updated 5 months ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆48Updated 3 months ago