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diegodoimo / geometry_icl_finetuning

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Request for Clustering and Visualization Code from Your Few-Shot Learning Paper #1

Open MarkovChain-why opened 2 weeks ago

MarkovChain-why commented 2 weeks ago

Dear Mr. Doimo,

I recently read your paper, The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models, and I must say, it’s an excellent piece of work. I am also aware that you are one of the authors of DADApy, which is a highly useful toolkit with a playful twist.

However, I encountered some issues when trying to reproduce the experimental results by combining the DADApy package with the code from your paper. The clustering results I obtained seem inconsistent with those reported in your paper.

I am writing to kindly ask for your assistance. Would it be possible for you to provide the code you used for clustering and visualizing the internal representations of the model?

Thank you very much for your time and consideration.

Best regards,

diegodoimo commented 2 weeks ago

Hi, I updated the repo, which will allow you to reproduce the plots shown in the README. The repository is not yet in its final state and will change a bit in the future, but despite this, you should be able to reproduce the results you need by following the instructions in the readme. Thank you for your patience.