Update README.md

README.md

@@ -21,9 +21,9 @@ tags:
  
 ![1](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/jZDZ1mLBJz-eFvNl2dH0u.png)
 
-# **Epsilon-OCR-D.Markdown-Post3.0.m**
+# **epsilon-ocr-d.markdown-post3.0.m**
 
-> **Epsilon-OCR-D.Markdown-Post3.0.m** is an experimental document AI multimodal model fine tuned on top of **Qwen2.5-VL-3B-Instruct**, optimized for OCR driven document reconstruction and dynamic Markdown generation. It converts documents into structured **Markdown**, **HTML-Markdown**, and hybrid technical documentation formats with inline code adaptation. Built for efficient model scaling, it offers strong performance with reduced compute requirements.
+> **epsilon-ocr-d.markdown-post3.0.m** is an experimental document AI multimodal model fine tuned on top of **Qwen2.5-VL-3B-Instruct**, optimized for OCR driven document reconstruction and dynamic Markdown generation. It converts documents into structured **Markdown**, **HTML-Markdown**, and hybrid technical documentation formats with inline code adaptation. Built for efficient model scaling, it offers strong performance with reduced compute requirements.
 
 # Key Enhancements
 
@@ -52,10 +52,10 @@ from transformers import Qwen2_5_VLForConditionalGeneration, AutoProcessor
 from qwen_vl_utils import process_vision_info
 
 model = Qwen2_5_VLForConditionalGeneration.from_pretrained(
-    "prithivMLmods/Epsilon-OCR-D.Markdown-Post3.0.m", torch_dtype="auto", device_map="auto"
+    "prithivMLmods/epsilon-ocr-d.markdown-post3.0.m", torch_dtype="auto", device_map="auto"
 )
 
-processor = AutoProcessor.from_pretrained("prithivMLmods/Epsilon-OCR-D.Markdown-Post3.0.m")
+processor = AutoProcessor.from_pretrained("prithivMLmods/epsilon-ocr-d.markdown-post3.0.m")
 
 messages = [
     {