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base_model: unsloth/deepseek-r1-distill-llama-8b-unsloth-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
license: apache-2.0
language:
- en
---
# 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](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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