Can I fine-tuning the model?

#56

by cathelloya - opened Apr 12

Apr 12

Can I add my own dataset to fine-tuning the model? I want to add some data in professional field, maybe it can work better.

tomaarsen

Sentence Transformers org Apr 12

Yes, you can. There's some training examples here: https://sbert.net/examples/training/sts/README.html

Tom Aarsen

cathelloya

Apr 13

Yes, you can. There's some training examples here: https://sbert.net/examples/training/sts/README.html

Tom Aarsen

Thanks for your reply. :)

cathelloya changed discussion status to closed Apr 13

secsilm

May 22

@tomaarsen Is it suitable for regression or classification tasks? Is it suitable for these tasks?

tomaarsen

Sentence Transformers org May 22

I've not experimented with regression, but I think it should be suitable, yes.
For classification, certainly yes. We've developed SetFit for training classification models using Sentence Transformer models. Here's an overview of how & why SetFit works: https://huggingface.co/docs/setfit/conceptual_guides/setfit

Tom Aarsen

secsilm

May 23

I've not experimented with regression, but I think it should be suitable, yes.
For classification, certainly yes. We've developed SetFit for training classification models using Sentence Transformer models. Here's an overview of how & why SetFit works: https://huggingface.co/docs/setfit/conceptual_guides/setfit

Tom Aarsen

Thanks.

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