MLOps

Here we put tools and techniques related to MLOps, such as training tools, data generation, model compression, model understanding, device/model monitoring, etc.

• Trial
  • Distributed Training (Data & Model Parallelism)New
  • MLOps for Large-scale AINew
  • Physical Simulations for Model TrainingNew
• Assess
  • Environment Change Detection
  • Langchain
  • Retrieval Augmented Generation
  • Simulation-to-Reality (Sim2Real) TransferNew
  • Vector Databases
• Backlog
  • Explainable AI
  • Foundational Model for Data Auto-Annotation
  • Vision Transformers on Edge Devices
  • XLA
  • Zero-shot Learning
• Hold
  • Generative AI for Data Creation and Augmentation
  • MLFlow
  • Reinforcement Learning