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Documentation Index

Fetch the complete documentation index at: https://docs.wandb.ai/llms.txt

Use this file to discover all available pages before exploring further.

There are various methods to version a model. Artifacts provide a tool for model versioning tailored to specific needs. A common approach for projects that explore multiple model architectures involves separating artifacts by architecture. Consider the following steps:
  1. Create a new artifact for each distinct model architecture. Use the metadata attribute of artifacts to provide detailed descriptions of the architecture, similar to the use of config for a run.
  2. For each model, log checkpoints periodically with log_artifact. W&B builds a history of these checkpoints, labeling the most recent one with the latest alias. Refer to the latest checkpoint for any model architecture using architecture-name:latest.
Artifacts