Update app.py

app.py

@@ -6,17 +6,18 @@ from huggingface_hub import hf_hub_download
 # ─────────────────────────────────────────────
 #  MODEL LOADING (Runs once when server starts)
 # ─────────────────────────────────────────────
-print("Downloading/Loading Parakeet Base Model...")
-model = nemo_asr.models.EncDecRNNTBPEModel.from_pretrained(model_name="nvidia/parakeet-tdt-0.6b-v2")
+print("Downloading your Full Custom Model from the Hub...")
+# Because you saved the full model, we just download your 2.5GB file!
+custom_model_path = hf_hub_download(repo_id="harphool17/parakeet-asr-adapter", filename="ASR-Adapter.nemo")
 
-print("Downloading Custom LoRA Adapter from Model Hub...")
-# This safely pulls your adapter from your unlimited Model repository!
-adapter_path = hf_hub_download(repo_id="harphool17/parakeet-asr-adapter", filename="ASR-Adapter.nemo")
-
-print("Attaching and FUSING your custom LoRA Adapter...")
-model.load_adapters(adapter_path)
+print("Booting up the model engine...")
+# The 'restore_from' command automatically unpacks the .nemo file and loads everything inside.
+model = nemo_asr.models.EncDecRNNTBPEModel.restore_from(custom_model_path)
 model.eval()
-print("✅ Brain successfully fused! Server Ready.")
+
+print("✅ Custom Parakeet Engine Online! Server Ready.")
+
+
 
 # ─────────────────────────────────────────────
 #  INFERENCE FUNCTION