How can I fine-tune my own dataset?

#36
by liu0815 - opened

How to fine-tune for specific tasks?

Jina AI org

Hi @liu0815 , unfortunately, there's no straightforward way to fine-tune the model at the moment. I do plan to support training jina-embeddings-v3 in Sentence-Transformers in the near future. However, if you want to fine-tune the model before then, you'll need to implement your own contrastive learning procedure

@jupyterjazz How is the data constructed, such as training data for rerank and retrival models?

Jina AI org

Hi @liu0815 , we just enabled fine-tuning using SentenceTransformerTrainer. If you're still interested, check out the README for more details!

jupyterjazz changed discussion status to closed

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