Fix authentication for private model
Browse files- Add HF_TOKEN environment variable support
- Fix deprecated torch_dtype to dtype
- Add token parameter to model and processor loading
app.py
CHANGED
|
@@ -13,17 +13,28 @@ import os
|
|
| 13 |
# Model configuration
|
| 14 |
MODEL_ID = "AKSazgar/ECG-Instruct-Llama-3.2-11B-Vision"
|
| 15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 16 |
print(f"Loading model: {MODEL_ID}")
|
| 17 |
print("This may take a few minutes on first load...")
|
| 18 |
|
| 19 |
-
# Load model and processor
|
| 20 |
model = MllamaForConditionalGeneration.from_pretrained(
|
| 21 |
MODEL_ID,
|
| 22 |
-
|
| 23 |
device_map="auto",
|
|
|
|
| 24 |
)
|
| 25 |
|
| 26 |
-
processor = AutoProcessor.from_pretrained(MODEL_ID)
|
| 27 |
|
| 28 |
print("Model loaded successfully!")
|
| 29 |
|
|
|
|
| 13 |
# Model configuration
|
| 14 |
MODEL_ID = "AKSazgar/ECG-Instruct-Llama-3.2-11B-Vision"
|
| 15 |
|
| 16 |
+
# Get HuggingFace token from environment variable
|
| 17 |
+
HF_TOKEN = os.environ.get("HF_TOKEN", None)
|
| 18 |
+
|
| 19 |
+
if not HF_TOKEN:
|
| 20 |
+
raise ValueError(
|
| 21 |
+
"HF_TOKEN environment variable is not set. "
|
| 22 |
+
"Please add your HuggingFace token to the Space secrets. "
|
| 23 |
+
"Go to Settings > Variables and secrets > Add a secret"
|
| 24 |
+
)
|
| 25 |
+
|
| 26 |
print(f"Loading model: {MODEL_ID}")
|
| 27 |
print("This may take a few minutes on first load...")
|
| 28 |
|
| 29 |
+
# Load model and processor with authentication token
|
| 30 |
model = MllamaForConditionalGeneration.from_pretrained(
|
| 31 |
MODEL_ID,
|
| 32 |
+
dtype=torch.bfloat16,
|
| 33 |
device_map="auto",
|
| 34 |
+
token=HF_TOKEN,
|
| 35 |
)
|
| 36 |
|
| 37 |
+
processor = AutoProcessor.from_pretrained(MODEL_ID, token=HF_TOKEN)
|
| 38 |
|
| 39 |
print("Model loaded successfully!")
|
| 40 |
|