For retraining with human validated data I have scheduled one train pipeline but it is failing !
I have given the dataset as “DatasetName/export/”
However I found that the fine tuning is present in “DatasetName\fine-tune” folder path
Shall I pass the “DatasetName” this path to ensure the files from fine tune gets picked up ??
Anil_G
(Anil Gorthi)
July 29, 2024, 6:10pm
2
@Ritaman_Baral
Are you not using machine learning expractor trainer?
Dear Community,
The wait is over! The ability to automatically retrain ML models with data from Validation Station in an RPA workflow is finally here!
However, let us first make sure we understand what this feature is, and what it is not. There are two major phases in the lifecycle of any Machine Learning model: build phase, and maintenance phase.
In the build phase you use Data Manager to prepare the training dataset and the evaluation dataset and try to get the best performance poss…
Cheers
Yes using…
Followed the guidelines you shared just now !!
Anil_G
(Anil Gorthi)
July 29, 2024, 6:36pm
4
@Ritaman_Baral
Do you see it failingb with same config?
Can you show yhe setup may be few screenshots
Cheers
Can you share the error that you are getting
![The image shows a screenshot of a training pipeline interface indicating that no outputs were found and the process failed, with a log showing the different stages of the training attempt and a “Download Pipeline Report” button.
Anil_G
(Anil Gorthi)
July 31, 2024, 4:14pm
8
@Ritaman_Baral
As per error the folder you are making is wrong and it is not able to find anything
Cheers
Jon_Smith
(Jon Smith)
July 31, 2024, 4:15pm
9
I feel like this is in the wrong section, why is this is news > newsletter? I’m surprised topics can even be made here?
(Sorry to divert the topic, but clutter in the forum like this can be quite confusing).
Can you replicate the path that I should pass?
Anil_G
(Anil Gorthi)
July 31, 2024, 5:51pm
11
@Ritaman_Baral
Check this…ideally export ahpuld work…but you should be seeing fine tune folder in the same dataset folder…why is it not present?
If you want to manually upload fine tune data generated by manual validation in action center you have 2 options: use schedule feature or do it manually. Lets go through these 2 possibilities.
Use schedule feature
Schedule option works well with Auto-Fine-tuning Loop but can be also used outside this framework
1- In document manager select Export
[image]
2- Go to schedule option
[image]
3- Ativate scheduling, choose time, frequency, and schedule
[image]
4- At time schedule check log…
Cheers
In the export fine tuning is there
Shall I select the whole dataset till fine tuning ?
Anil_G
(Anil Gorthi)
August 1, 2024, 12:41am
14
@Ritaman_Baral
Exports is what you need to select…but the fine tuning folder should be in the same level…
Did ypu happen to schedule the focument manager export as well?
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Cheers
Check if the finetune folder has data that recently human validated. If yes, enable schedule preview then exactly at the schedule time the finetune documents gets imported.
Once the finetune document gets import it will create export with timestamp of that schedule time and day. Run training pipeline with that export as input data set.
Thanks