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WIP: Support table logging for mlflow, too #1506

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merged 4 commits into from
Apr 9, 2024

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DavidFarago
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@DavidFarago DavidFarago commented Apr 9, 2024

Description

Create a LogPredictionCallback for both "wandb" and "mlflow" if specified.

In log_prediction_callback_factory, create a generic table and make it specific only if the newly added logger argument is set to "wandb" resp. "mlflow".

See #1505

Motivation and Context

We are using MLFlow, not Weights & Biases, and would like to use the feature #490 for MLFlow.

How has this been tested?

I am happy to add some test case if necessary, but I would need help pointing me to the right pytest file to add a test case that does specify "mlflow".

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dball9 on discord

Create a `LogPredictionCallback` for both "wandb" and "mlflow" if
specified.

In `log_prediction_callback_factory`, create a generic table and make it
specific only if the newly added `logger` argument is set to "wandb"
resp. "mlflow".

See axolotl-ai-cloud#1505
@winglian winglian merged commit 057fa44 into axolotl-ai-cloud:main Apr 9, 2024
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2 participants