Sematic β The open-source ML orchestrator loved by ML teams
π Dive into the world of seamless ML model training with Sematic! This open-source ML orchestrator enhances collaboration, reproducibility, and automation for ML teams. Say goodbye to YAML templating and hello to efficiency! π€π‘ #MachineLearning #AI #SematicAI
- πAirtrain.ai is a free batch evaluation tool for Large Language Models.
- **Sematic** is an open-source orchestrator for ML teams to build and execute training pipelines easily and quickly.
- It provides orchestration, traceability, versioning, reproducibility, visualizations, and metrics.
- With **Sematic**, ML teams can create end-to-end pipelines for Continuous Learning, automating model retraining with new labeled data.
- **Sematic** allows Python-first declarative orchestration without YAML templating or Jsonnet.
- It tracks, versions, and visualizes all inputs and outputs, offering great reliability with fault tolerance.
- Users can seamlessly iterate between local and cloud environments with **Sematic**.
- **Sematic** integrates with existing ML libraries, cloud tools, observability services, and productivity tools.
- The tool is praised by industry professionals for its visibility, simplicity, scalability, flexibility, and time-saving capabilities.
- Users can subscribe to receive release notes, updates, and news from **Sematic AI, Inc.**