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license: apache-2.0 |
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datasets: |
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- mbien/recipe_nlg |
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This is my very first finetuned model that i have created for a recipe generating AI model based from ingredients inputted by the user. |
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The basis of the model is llama2 7b, finetuned with the recipe_nlg dataset which is further filtered down to include most of the best recipes as the data. |
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There are many versions of the model as I experiment with a lot of the hyperparameters. The name of the model indicates which parameters that was used when training for that model. |
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The parameters starting from Lora rank, alpha, training steps, and lastly the learning rate. |
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There are many intricacies to the model based on which parameters i adjusted. So not all model has the same consistency or performance. Some version of the model performed much better than the others etc. |
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The best way to use this model includes a prompt of "Create a detailed step by step cooking recipe instructions based on these ingredients". And then inputting what items you would like to include in said recipe. |
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Any feedback is welcomed. You can contact me on discord under the discord username `_moemoe_` |
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