Add startup diagnostics for model load and int8

app/ml/model_loader.py

@@ -22,10 +22,12 @@ def load_system():
 
     device_id = 0 if torch.cuda.is_available() else -1
     torch_device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+    print(f"[LOAD] Device: {torch_device}")
 
     tokenizer_o = AutoTokenizer.from_pretrained(TR_OFF_MODEL_PATH)
     model_o = AutoModelForSequenceClassification.from_pretrained(TR_OFF_MODEL_PATH).to(torch_device)
     model_o.eval()
+    print("[LOAD] BERTurk yüklendi")
 
     if torch_device.type == "cpu":
         try:
@@ -36,8 +38,9 @@ def load_system():
             )
             model_o.eval()
             gc.collect()
-        except Exception:
-            pass
+            print("[LOAD] BERTurk INT8 OK")
+        except Exception as e:
+            print(f"[LOAD] BERTurk INT8 HATA: {e}")
 
     try:
         gibberish = pipeline(
@@ -45,11 +48,15 @@ def load_system():
             model="madhurjindal/autonlp-Gibberish-Detector-492513457",
             device=device_id,
         )
-    except Exception:
+        print("[LOAD] Gibberish yüklendi")
+    except Exception as e:
+        print(f"[LOAD] Gibberish HATA: {e}")
         gibberish = None
 
     detox_en = Detoxify("original")
+    print("[LOAD] Detoxify EN yüklendi")
     detox_multi = Detoxify("multilingual")
+    print("[LOAD] Detoxify Multi yüklendi")
 
     if torch_device.type == "cpu":
         try:
@@ -59,8 +66,9 @@ def load_system():
                 dtype=torch.qint8,
             )
             gc.collect()
-        except Exception:
-            pass
+            print("[LOAD] Detoxify EN INT8 OK")
+        except Exception as e:
+            print(f"[LOAD] Detoxify EN INT8 HATA: {e}")
         try:
             detox_multi.model = torch.quantization.quantize_dynamic(
                 detox_multi.model,
@@ -68,8 +76,9 @@ def load_system():
                 dtype=torch.qint8,
             )
             gc.collect()
-        except Exception:
-            pass
+            print("[LOAD] Detoxify Multi INT8 OK")
+        except Exception as e:
+            print(f"[LOAD] Detoxify Multi INT8 HATA: {e}")
 
     _STATE.update(
         {
@@ -81,6 +90,7 @@ def load_system():
             "TORCH_DEVICE": torch_device,
         }
     )
+    print("[LOAD] Sistem hazir")
 
     return _STATE