removed shaky peft logic

app.py

@@ -129,14 +129,14 @@ def _load_model_on(device_map: Optional[str]) -> AutoModelForCausalLM:
     print(f"[Model] Loading base model from {MODEL_ID}...")
     model = AutoModelForCausalLM.from_pretrained(MODEL_ID, **_build_model_kwargs(device_map))
     
-    if ADAPTER_ID:
-        if not _HAS_PEFT:
-            raise RuntimeError("peft is required when ADAPTER_ID is set.")
-        print(f"[Model] Loading adapter from {ADAPTER_ID}...")
-        peft_kwargs: Dict[str, Any] = {"token": HF_TOKEN}
-        if ADAPTER_SUBFOLDER:
-            peft_kwargs["subfolder"] = ADAPTER_SUBFOLDER
-        model = PeftModel.from_pretrained(model, ADAPTER_ID, is_trainable=False, **peft_kwargs)
+    #if ADAPTER_ID:
+    #    if not _HAS_PEFT:
+    #        raise RuntimeError("peft is required when ADAPTER_ID is set.")
+    #    print(f"[Model] Loading adapter from {ADAPTER_ID}...")
+    #    peft_kwargs: Dict[str, Any] = {"token": HF_TOKEN}
+    #    if ADAPTER_SUBFOLDER:
+    #        peft_kwargs["subfolder"] = ADAPTER_SUBFOLDER
+    #    model = PeftModel.from_pretrained(model, ADAPTER_ID, is_trainable=False, **peft_kwargs)
     
     model.eval()
     # Ensure a valid pad_token_id is set; some OSS checkpoints reuse eos as pad
@@ -716,7 +716,7 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
         **Note:** Install `openai-harmony` for full Harmony support: `pip install openai-harmony`
         """
     )
-    
+
 
     with gr.Row():
         system_prompt = gr.Textbox(