Weights and Biases Integration

To help you track, visualize, and optimize your model training process in detail, you can integrate Weights & Biases (W&B). During the fine-tuning process, W&B will automatically log key metrics, hyperparameters, loss curve, gradient decay etc.

• Real-Time Monitoring: Track your training’s progress through W&B’s live dashboards.
• Experiment Tracking: View and compare multiple fine-tuning runs to choose the best-performing model.
• Visualizations & Alerts: Leverage W&B’s advanced tools for visualizing training performance and setting up alerts for key events.

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Connecting to Weights & Biases

• Bring your own W&B account and connect it during training. We’ll automatically upload all your training metrics to your account for seamless tracking.

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Integration Steps

1. Connect Your W&B Account: You connect your W&B Account by adding your W&B API Key in the Advanced Configuration while initializing the training job.

1. Start Fine-Tuning: Once the fine-tuning job begins, we will automatically send the training metrics to your W&B account.
2. Monitoring: All metrics from your training job will be logged to a project named Simplismart in your W&B account.

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W&B Metrics Overview