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  # Instruct-GPT-J
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- <p style="color: green"> By ~the middle of 3/12/2023 this model will most likely be much better because I actually read the LoRa paper and found cleaner data and trained for longer with better hyperparameters (Rank 8 adaption on all QKVO for 200 steps @ bs 64). </p>
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  A demo that runs in free Google Colab can be run here: https://bit.ly/3K1P4PQ just change the model dropdown to the name of this model.
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  # Instruct-GPT-J
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+ <p style="color: green"> By 3/12/2023 this model will most likely be much better because I actually read the LoRa paper and found cleaner data and trained for longer with better hyperparameters (Rank 8 adaption on all QKVO for 200 steps @ bs 64). </p>
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  A demo that runs in free Google Colab can be run here: https://bit.ly/3K1P4PQ just change the model dropdown to the name of this model.
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