Update README.md

README.md

@@ -43,8 +43,13 @@ I enjoy exploring AI pipelines, natural language processing, and building tools
 ```
 from llama_cpp import Llama
 
-# Configuration
-gguf_model_path = "qwen0.5-finetuned.gguf"  # Path to your GGUF file
+modelGGUF = Llama.from_pretrained(
+    repo_id="seniruk/qwen2.5coder-0.5B_commit_msg",
+    filename="qwen0.5-finetuned.gguf",
+    rope_scaling={"type": "linear", "factor": 2.0},
+    chat_format=None,  # Disables any chat formatting
+    n_ctx=32768,  # Set the context size explicitly
+)
 
 # Define the commit message prompt (Minimal format, avoids assistant behavior)
 commit_prompt = """Generate a meaningful commit message explaining all the changes in the provided Git diff.
@@ -79,14 +84,6 @@ index 89abcde..f123456 100644
 </html>
 """
 
-# Load the GGUF model with increased context size (32768)
-modelGGUF = Llama(
-    model_path=gguf_model_path,
-    rope_scaling={"type": "linear", "factor": 2.0},
-    chat_format=None,  # Disables any chat formatting
-    n_ctx=32768,  # Set the context size explicitly
-)
-
 # Prepare the raw input prompt
 input_prompt = commit_prompt.format(git_diff_example)