Update README.md

README.md

@@ -25,7 +25,7 @@ The model takes **building parameters** (length, width, height, and window-to-wa
 
 ## 📚 Training Details
 - **Stage 1 (Supervised Finetuning):** 1500 samples of building descriptions → IDF mappings.  
-- **Stage 2 (Reasoning Finetuning):** 500 reasoning-focused samples to improve logical consistency in geometry-to-IDF translation.  
+- **Stage 2 (Reasoning Finetuning):** 2500 reasoning-focused samples to improve logical consistency in geometry-to-IDF translation.  
 - **Base Model:** `unsloth/phi-4`  
 - **Frameworks Used:** [Unsloth](https://github.com/unslothai/unsloth) + Hugging Face TRL  
 - **Training Speed:** ~2× faster compared to standard Hugging Face pipelines.