frankmorales2020/deepseek_r1_text2sql_finetuned

Tutorial

https://medium.com/ai-simplified-in-plain-english/fine-tuning-deepseek-r1-for-text-to-sql-generation-083d480e7eff

Model Evaluation

The overall evaluation summary for the 999 examples shows strong performance:

------ Overall Evaluation Summary ---

Average ROUGE-1 F-measure (over 999 examples): 0.9554

Average ROUGE-2 F-measure (over 999 examples): 0.9426

Average ROUGE-L F-measure (over 999 examples): 0.9520

Average BLEU Score (over 999 examples): 92.1817

Uploaded model

• Developed by: frankmorales2020
• License: apache-2.0
• Finetuned from model : unsloth/deepseek-r1-distill-llama-8b-unsloth-bnb-4bit

This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.