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- No Dataset Size Limitation: Training jobs can now process datasets of any size. Previously, FCS recommended that datasets be limited to 150GB for Training Jobs.
- Faster Training Job start times: Dataset management optimizations have reduced the overall starting time of Training Jobs, by speeding up the time to load a dataset.Previously, Training Job start times could be much longer depending on the size of the dataset.
- Read-Only /input/ Directory: The
/input/ directory ─ where Datasets are mounted ─ is now set as read-only, improving clarity on its intended usage. You can continue to use the /output/ directory to save artifacts and results as well as any data processing operations you need to perform during training.
- Faster Training Fetch Availability: The
training fetch <name> command is now available 35% sooner after a Training Job completes due to an optimized save process.
- UX improvement for
training fetch to display a smoother data download progress.
