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llama3-finetuned-Pima-Indians-Diabetes
abzoo/llama3-finetuned-Pima-Indians-Diabetes
llama3-finetuned-Pima-Indians-Diabetes is a machine learning model from abzoo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
I used the finetuning notebook offerd by unsloth.
Access
Public
Updated May 21, 2024
Repo size
168 MB
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1
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Repo makeup
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- May 21, 2024
- Updated
- May 21, 2024
- SHA
- 57310c30
Model card
From the Hugging Face model README
Model
I used the finetuning notebook offerd by unsloth.
Complete notebook can be found in notebooks/Create_synthetic_dataset or on GoogleColab
Data
The dataset was created using an existing dataset Pima Indians Diabetes Database
The steps to create and produce the data was as follows:
- Turn every column of the dataset into into text description of the patient using prepared text templates.
- Prompt gpt4-o asking for a complete analysis, detailed illustration and diagnostics.
- Use gpt4-o output to train a smaller model like llama 8b
- License
- apache-2.0
- Created
- May 21, 2024
- Updated
- May 21, 2024