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README.md
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Evaluation: https://github.com/frank-morales2020/MLxDL/blob/main/Evaluator_Mistral_7B_text_to_sql.ipynb
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Evaluation article with Chromadb: https://medium.com/@frankmorales_91352/a-comprehensive-evaluation-of-a-fine-tuned-text-to-sql-model-from-code-to-results-with-7ea59943b0a1
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The article discusses evaluating this fine-tuned text-to-SQL model, a type of artificial intelligence
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that translates natural language into SQL queries.
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The model was trained on the "b-mc2/sql-create-context" dataset and
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evaluated using the "gretelai/synthetic_text_to_sql" dataset.
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Evaluation article with Chromadb, PostgreSQL and the “gretelai/synthetic_text_to_sql” dataset: https://medium.com/@frankmorales_91352/evaluating-the-performance-of-a-fine-tuned-text-to-sql-model-6b7d61dcfef5
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### Training hyperparameters
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The following hyperparameters were used during training:
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Evaluation: https://github.com/frank-morales2020/MLxDL/blob/main/Evaluator_Mistral_7B_text_to_sql.ipynb
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| 52 |
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Evaluation article with Chromadb: https://medium.com/@frankmorales_91352/a-comprehensive-evaluation-of-a-fine-tuned-text-to-sql-model-from-code-to-results-with-7ea59943b0a1
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Evaluation article with Chromadb, PostgreSQL and the “gretelai/synthetic_text_to_sql” dataset:
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https://medium.com/@frankmorales_91352/evaluating-the-performance-of-a-fine-tuned-text-to-sql-model-6b7d61dcfef5
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The article discusses evaluating this fine-tuned text-to-SQL model, a type of artificial intelligence
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that translates natural language into SQL queries.
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The model was trained on the "b-mc2/sql-create-context" dataset and
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evaluated using the "gretelai/synthetic_text_to_sql" dataset.
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### Training hyperparameters
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The following hyperparameters were used during training:
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