huggingface / huggingface/setfit

Possibility to monitor head training?

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Description

Hello!
Is there a plan to implement monitoring of the head training phase as well?
Currently it seems that logging (Wandb, neptune etc.) stops after the body training, but it can be useful to see the logs & implement early stopping for the head as well.
Especially for end-to-end training when you use more complex pytorch heads where you modify the architecture during hp-search.

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Research direction

No files or tests are named. Start by locating the body and head training entry points and the existing WandB or Neptune logging flow; define how head-phase monitoring and early stopping should work for end-to-end training, custom PyTorch heads, and hyperparameter search.

Written by the indexing model from the issue text.

Assessment

Tech stack
pytorch
Domain
machine-learning, observability
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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