Weights & Biases Integration

Track your Fireworks AI fine-tuning experiments with Weights & Biases

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

Prerequisites

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

Integration Guides

Supervised Fine-Tuning

Enable W&B tracking for supervised fine-tuning jobs

Reinforcement Fine-Tuning

Track reinforcement fine-tuning experiments with W&B

eval-protocol

View and analyze your training metrics in W&B when running RFT with eval-protocol

DPO Fine-Tuning

Enable W&B for Direct Preference Optimization jobs