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awacke1 
posted an update 3 days ago
Post
1977
I introduce MIT license

ML Model Specialize Fine Tuner app "SFT Tiny Titans" 🚀

Demo video with source.

Download, train, SFT, and test your models, easy as 1-2-3!
URL: awacke1/TorchTransformers-NLP-CV-SFT
awacke1

This morning I completed the agentic demonstration with the SFT fine tuned model. Now the demo does the following:

  1. Allows user to download an open model they can specialize fine tune easily.
  2. Provide a CSV file with fine tune QA dataset.
  3. Using torch and transformers create an SFT output model with the new data trained to the model with 3 epochs.
  4. Ability to Test new model with list of QA questions and compare answers to expected.
  5. Demonstrate use of agents with smolagents tools.

Try it here:

https://huggingface.co/spaces/awacke1/TorchTransformers-NLP-CV-SFT

Download ML Models:

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Build ML Models with Specialized Fine Tuning to a CSV:

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Test your SFT Version with your changes.

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Have an Agentic RAG Party with agents and your SFT model

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Hope you enjoy and this demo is useful to you on your learning journey in ML!!

--Aaron Wacker
https://huggingface.co/awacke1
https://x.com/Aaron_Wacker

·
JLouisBiz

I have tried with a small data set and it never finished the training. It took really, really long time. I don't know how long. Maybe one hour. I don't know. I was just watching how it is in the stage one, but it was very, very long time.

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