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Update docs #390

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3b0de85
Update training details
JonesAndrew Sep 3, 2025
c11955c
Further clarification
JonesAndrew Sep 3, 2025
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Merge branch 'main' into update-docs
JonesAndrew Sep 3, 2025
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2 changes: 1 addition & 1 deletion docs/tutorials/open-deep-research.mdx
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Expand Up @@ -83,7 +83,7 @@ The following steps execute when a training run on a new cluster begins:
- **Download the model checkpoint.**
- Usually takes a few minutes depending on the model size.
- **Train the model for a specified number of steps.**
- Each RL step involves running the research agent on a subset of benchmark questions, and updating the model based on the rewards. We hold out another subset of test set questions to evalutate model progress every 10 steps that we do not train on. Training time depends on the number of steps and the complexity of each research task.
- Each RL step involves running the research agent on a subset of benchmark questions, and updating the model based on the rewards. We hold out another randomly-selected subset of 10 questions (10% of the total benchmark) that are never used in training that we run evaluations on every 10 steps to make sure the model is still making progress. Training time depends on the number of steps and the complexity of each research task.
- **Upload the final model checkpoint.**
- This usually takes a few minutes.

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