Intermediate track

Scaling a real workload: fine-tune and profile on the Yens, move your data to Marlowe, then label the whole corpus.

Task Where What you do
I1. Fine-tune and profile Kev-4B Yens, 1 GPU Fine-tune Kev-4B and measure time per step.
I2. Move your data with Globus Yens to Marlowe Move your run and data with the Globus CLI and Claude Code.
I3. Label the test split on a node Marlowe, 1 node Label the test split (56,334 filings) on 8 GPUs and score it.
I4. Label the corpus on two nodes Marlowe, 2 nodes Label all 296,477 filings on 16 GPUs.

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Page last modified: Oct 27, 2026.

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