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Bittensor Model Fine-tuning

Model Fine-tuning script for Bittensor miners using the dataset generated by validators

Example wandb link generated by one of the opentensor team validators

Example tuned-model uploaded to HuggingFace

Overview

  • dataset generated by validators: this will be a link to a wandb run where they can pull the pandas DF
  • models are used by miners
  • miners train model (any model, like a base llama for instance) on the dataset. They use their own compute (i.e. mining machine with GPU capabilities)
  • Once trained, the model can be used as the base of a miner on bittensor.

Models Supported