eth-easl / modynLinks
Modyn is a research-platform for training ML models on growing datasets.
☆51Updated 7 months ago
Alternatives and similar repositories for modyn
Users that are interested in modyn are comparing it to the libraries listed below
Sorting:
- A resilient distributed training framework☆96Updated last year
- ML Input Data Processing as a Service. This repository contains the source code for Cachew (built on top of TensorFlow).☆40Updated last year
- LLM Serving Performance Evaluation Harness☆82Updated 10 months ago
- VQPy: An object-oriented approach to modern video analytics☆41Updated last year
- Stateful LLM Serving☆92Updated 9 months ago
- Model-less Inference Serving☆92Updated 2 years ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆204Updated last year
- ☆31Updated 3 years ago
- ☆22Updated 5 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆133Updated last year
- Surrogate-based Hyperparameter Tuning System☆27Updated 2 years ago
- Multi-Instance-GPU profiling tool☆58Updated 2 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆162Updated 2 weeks ago
- ☆80Updated 2 months ago
- ☆72Updated 3 months ago
- ☆38Updated 4 years ago
- ☆48Updated last year
- Systems for GenAI☆151Updated 8 months ago
- Measure and optimize the energy consumption of your AI applications!☆326Updated this week
- A framework for generating realistic LLM serving workloads☆94Updated 2 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆66Updated last year
- ☆44Updated 4 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆227Updated 5 months ago
- Paper-reading notes for Berkeley OS prelim exam.☆14Updated last year
- 🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.☆64Updated 11 months ago
- ☆56Updated 4 years ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- torchcomms: a modern PyTorch communications API☆315Updated this week
- ☆47Updated 8 months ago
- Deadline-based hyperparameter tuning on RayTune.☆31Updated 5 years ago