MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.
☆198Mar 6, 2023Updated 3 years ago
Alternatives and similar repositories for ML-Model-CI
Users that are interested in ML-Model-CI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving☆37Dec 27, 2019Updated 6 years ago
- A simple middleware to improving GPU utilization then speedup online inference.☆19Feb 22, 2021Updated 5 years ago
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,209Jul 25, 2025Updated 11 months ago
- A scalable & efficient active learning/data selection system for everyone.☆219Jul 8, 2024Updated 2 years ago
- Model-based Reinforcement Learning Framework☆115May 22, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆25Nov 15, 2021Updated 4 years ago
- Multi-Instance-GPU profiling tool☆58Apr 16, 2023Updated 3 years ago
- Simple Dynamic Batching Inference☆144Mar 8, 2022Updated 4 years ago
- Apply hot patches for running processes without restarting☆13Jun 1, 2020Updated 6 years ago
- Studying GPU Multi-tenancy☆11Jan 11, 2019Updated 7 years ago
- Violet: Selective Symbolic Execution to Detect Bad Performance Misconfiguration☆18Oct 16, 2020Updated 5 years ago
- Experiments evaluating preemption on the NVIDIA Pascal architecture☆16Nov 10, 2016Updated 9 years ago
- FedSTIL: Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. (TCSVT'23)☆38Dec 12, 2024Updated last year
- Website for Systems Research Seminar at UIUC☆21May 7, 2026Updated 2 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆10Aug 31, 2018Updated 7 years ago
- GPU-scheduler-for-deep-learning☆214Nov 5, 2020Updated 5 years ago
- Empowering LLM Agents for Real-World Computer System Optimization☆17Sep 10, 2025Updated 10 months ago
- [ICASSP'22] Continual Learning Benchmark for Spoken Keyword Spotting☆17Jun 7, 2022Updated 4 years ago
- A runtime python code manipulation framework for profiling, debugging and bugfixing☆66Aug 22, 2022Updated 3 years ago
- Server-driven Video Streaming for Deep Learning Inference☆92Jun 28, 2022Updated 4 years ago
- Easy Multiprocessing for Python☆42Nov 3, 2020Updated 5 years ago
- Fault-tolerant for DL frameworks☆71Jul 5, 2023Updated 3 years ago
- This is a public repository for RATS Channel-A Speech Data, which is a chargeable noisy speech dataset under LDC. Here we release its Log…☆16Oct 22, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- General system research material (not limited to paper) reading notes.☆22Mar 17, 2021Updated 5 years ago
- PRCV2020大规模行人检索竞赛（LSPRC）☆18Jul 1, 2020Updated 6 years ago
- Machine Learning Inference Graph Spec☆21Jul 27, 2019Updated 6 years ago
- Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale☆19May 27, 2020Updated 6 years ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆18Jun 26, 2023Updated 3 years ago
- WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)☆84Aug 5, 2025Updated 11 months ago
- 🏕️ Reproducible development environment for humans and agents☆2,214Jul 10, 2026Updated last week
- Extension to connect OpenPAI clusters, submit AI jobs, simulate jobs locally, manage files, and so on.☆15Dec 10, 2022Updated 3 years ago
- The road to hack SysML and become an system expert☆516Sep 25, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆42Sep 8, 2023Updated 2 years ago
- Lightweight and Parallel Deep Learning Framework☆263Nov 26, 2022Updated 3 years ago
- ☆16Nov 2, 2022Updated 3 years ago
- pytorch DDP☆10Nov 12, 2019Updated 6 years ago
- Various test models in WNNX format. It can view with `pip install wnetron && wnetron`☆12Jun 22, 2022Updated 4 years ago
- Slicing a PyTorch Tensor Into Parallel Shards☆300Jun 7, 2025Updated last year
- Deploy ChatGLM on Modelz☆16Mar 20, 2023Updated 3 years ago