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deepseek_r1_text2sql_finetuned – AI Model by frankmorales2020 | AlphaNeural AI
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frankmorales2020
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deepseek_r1_text2sql_finetuned
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transformers
safetensors
text-generation-inference
unsloth
llama
trl
en
apache-2.0
endpoints_compatible
us
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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.
