fine tine modek

[sevenandseven]

Hello, may I ask if I use the model in sentence transfomers model for keyword generation, how should I fine-tune this model so that it performs better in my field?
How should I prepare the dataset and what kind of fine-tuning method should I choose?
Thank you for your reply.

[joaomsimoes]

Give a look at: https://sbert.net/docs/sentence_transformer/training_overview.html and https://sbert.net/docs/sentence_transformer/training/examples.html

The tricky part is to create your dataset. You should decide before hand which loss you want to use. This will help you to create your dataset.