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blip2-opt-2.7b

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I am following this notebook
https://github.com/huggingface/notebooks/blob/main/peft/Fine_tune_BLIP2_on_an_image_captioning_dataset_PEFT.ipynb

And I want to use the PPO trainer (https://huggingface.co/docs/trl/v0.8.6/en/ppo_trainer#ppo-trainer) to further fine-tune the model. Does anyone have experience with this, I can't find anything on google.

Thanks