Weights & Biases Integration

Track Fireworks fine-tuning experiments in Weights & Biases with real-time training loss, accuracy, and hyperparameters for Training API runs.

Fireworks AI integrates with Weights & Biases (W&B) to provide observability into your training jobs. All training metrics sync in real-time to your W&B workspace.

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Prerequisites

• W&B account at wandb.ai
• W&B API key from wandb.ai/authorize

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Integration Guides

Supervised Fine-Tuning

Track Training API SFT runs with W&B

Reinforcement Learning

Track Training API RL runs with W&B

DPO Training

Track Training API DPO runs with W&B