PunchNFIT
commited on
Commit
·
b5f9bf1
1
Parent(s):
ff41043
Fix tokenizer mapping for CustomSNPConfig
Browse files- api_inference.py +10 -1
api_inference.py
CHANGED
|
@@ -60,10 +60,19 @@ AutoModel.register(CustomSNPConfig, CustomSNPModel)
|
|
| 60 |
try:
|
| 61 |
print("Loading model from:", MODEL_DIR)
|
| 62 |
config = AutoConfig.from_pretrained(MODEL_DIR, trust_remote_code=True)
|
| 63 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 64 |
model = AutoModel.from_pretrained(MODEL_DIR, config=config, trust_remote_code=True)
|
| 65 |
model.eval()
|
| 66 |
print("✅ Custom SNP model loaded successfully.")
|
|
|
|
| 67 |
except Exception as e:
|
| 68 |
print("❌ Error loading custom model:", e)
|
| 69 |
raise e
|
|
|
|
| 60 |
try:
|
| 61 |
print("Loading model from:", MODEL_DIR)
|
| 62 |
config = AutoConfig.from_pretrained(MODEL_DIR, trust_remote_code=True)
|
| 63 |
+
|
| 64 |
+
# Try loading tokenizer; fallback if not mapped
|
| 65 |
+
from transformers import RobertaTokenizer
|
| 66 |
+
try:
|
| 67 |
+
tokenizer = AutoTokenizer.from_pretrained(MODEL_DIR)
|
| 68 |
+
except Exception:
|
| 69 |
+
print("⚠️ Falling back to default RoBERTa tokenizer.")
|
| 70 |
+
tokenizer = RobertaTokenizer.from_pretrained("roberta-base")
|
| 71 |
+
|
| 72 |
model = AutoModel.from_pretrained(MODEL_DIR, config=config, trust_remote_code=True)
|
| 73 |
model.eval()
|
| 74 |
print("✅ Custom SNP model loaded successfully.")
|
| 75 |
+
|
| 76 |
except Exception as e:
|
| 77 |
print("❌ Error loading custom model:", e)
|
| 78 |
raise e
|