IBM / LLM-performance-predictionLinks
Predict the performance of LLM inference services
☆18Updated 3 weeks ago
Alternatives and similar repositories for LLM-performance-prediction
Users that are interested in LLM-performance-prediction are comparing it to the libraries listed below
Sorting:
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated last year
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Updated 6 months ago
- Stateful LLM Serving☆70Updated 2 months ago
- ☆43Updated 11 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆121Updated last year
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆174Updated 7 months ago
- ☆62Updated 11 months ago
- SOTA Learning-augmented Systems☆36Updated 3 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆137Updated 4 months ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆53Updated 2 years ago
- ☆18Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- A resilient distributed training framework☆95Updated last year
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- ☆21Updated last year
- Artifacts for our NSDI'23 paper TGS☆75Updated 11 months ago
- Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and o…☆105Updated this week
- Dynamic resources changes for multi-dimensional parallelism training☆25Updated 6 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆81Updated last year
- LLM Serving Performance Evaluation Harness☆78Updated 3 months ago
- ☆46Updated 11 months ago
- ☆20Updated 3 years ago
- ☆25Updated last year
- LLM serving cluster simulator☆102Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆158Updated 8 months ago
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆19Updated last year
- ☆37Updated 3 years ago
- ☆99Updated 6 months ago
- Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …☆35Updated last year
- ☆23Updated 10 months ago