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11 changes: 6 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,12 +1,13 @@
# Neptune + fastai integration

Experiment tracking, model registry, data versioning, and live model monitoring for fastai trained models.
Experiment tracking for fastai-trained models.

## What will you get with this integration?

* Log, display, organize, and compare ML experiments in a single place
* Version, store, manage, and query trained models, and model building metadata
* Record and monitor model training, evaluation, or production runs live
* Log, organize, visualize, and compare ML experiments in a single place
* Monitor model training live
* Version and query production-ready models, and associated metadata (e.g. datasets)
* Collaborate with the team and across the organization

## What will be logged to Neptune?

Expand All @@ -17,7 +18,7 @@ Experiment tracking, model registry, data versioning, and live model monitoring
* Model configuration, architecture, and weights
* [Other metadata](https://docs.neptune.ai/logging/what_you_can_log)

![image](https://user-images.githubusercontent.com/97611089/160639808-bd381089-66c8-4ed5-a895-0c018b378e0a.png)
![image](https://docs.neptune.ai/img/app/integrations/fastai.png)
*Example dashboard with train-valid metrics and selected parameters*


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