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deepseek_r1_text2sql_finetuned
frankmorales2020/deepseek_r1_text2sql_finetuned
deepseek_r1_text2sql_finetuned is a machine learning model from frankmorales2020. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
https://medium.com/ai-simplified-in-plain-english/fine-tuning-deepseek-r1-for-text-to-sql-generation-083d480e7eff
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Public
Updated Jun 15, 2025
Repo size
336 MB
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.safetensors168 MB · 100%
At a glance
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Jun 14, 2025
- Updated
- Jun 15, 2025
- SHA
- d8f8b241
Base models
Model card
From the Hugging Face model README
Tutorial
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.
- Library
- transformers
- License
- apache-2.0
- Languages
- en
- Created
- Jun 14, 2025
- Updated
- Jun 15, 2025