Update README.md

README.md

@@ -11,6 +11,24 @@ base_model:
 pipeline_tag: text-generation
 ---
 
+# Luth-0.6B
+
+**Luth-0.6B** is a French fine-tuned version of [Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B), trained on the [Luth-SFT](https://huggingface.co/datasets/kurakurai/luth-sft) dataset. The model has drastically improved its French capabilities in instruction following, math, and general knowledge. Additionally, its English capabilities have remained stable and have even increased in some areas.
+
+## Model Details
+
+Luth-0.6B was trained using full fine-tuning on the Luth-SFT dataset with [Axolotl](https://github.com/axolotl-ai-cloud/axolotl). The resulting model was then merged with the base Qwen3-0.6B model. This process successfully retained the model's English capabilities while improving its performance on nearly all benchmarks in both French and English.
+
+## Benchmark Results
+
+**French Evaluation:**
+
+![French Evaluation](media/french_evaluation.png)
+
+**English Evaluation:**
+
+![English Evaluation](media/english_evaluation.png)
+
 ## Citation
 
 ```bibtex