---
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)