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Fine Tuning Relation Extraction for gliner-multitask

Open rafmacalaba opened this issue 9 months ago • 4 comments

Hello,

I wanted to ask if how can we fine tune the multitask model for relation extraction? Is it straightforward doing the labels to be ['person' <> 'founder'] etc.?

Also the notebook for fine tuning is down.

rafmacalaba avatar Apr 08 '25 03:04 rafmacalaba

Any updates on this topic? It would probably improve a lot with a few-shot

yanis-circular avatar May 12 '25 14:05 yanis-circular

@yanis-circular I have created a notebook for RE and NER finetuning, but the constraint is that you need A100 GPU to finetune a multitask model.

rafmacalaba avatar May 25 '25 06:05 rafmacalaba

@rafmacalaba Sounds very promising! Does it provide good results in your tests? Would you please share it?

yanis-circular avatar May 26 '25 05:05 yanis-circular

@yanis-circular, yes. I am a contributor on the gliner now, just working on something, will pull request on this repo and tag u once.

rafmacalaba avatar Jul 21 '25 13:07 rafmacalaba