Update fine_tune_inference_test.py
Browse files- fine_tune_inference_test.py +17 -12
fine_tune_inference_test.py
CHANGED
@@ -94,18 +94,23 @@ def chat(msg: Message):
|
|
94 |
log(f"🔢 Tokenizer input_ids: {inputs['input_ids']}")
|
95 |
log(f"📏 input shape: {inputs['input_ids'].shape}")
|
96 |
|
97 |
-
|
98 |
-
|
99 |
-
|
100 |
-
|
101 |
-
|
102 |
-
|
103 |
-
|
104 |
-
|
105 |
-
|
106 |
-
|
107 |
-
|
108 |
-
|
|
|
|
|
|
|
|
|
|
|
109 |
|
110 |
generated_ids = output.sequences[0]
|
111 |
generated_text = tokenizer.decode(generated_ids, skip_special_tokens=True)
|
|
|
94 |
log(f"🔢 Tokenizer input_ids: {inputs['input_ids']}")
|
95 |
log(f"📏 input shape: {inputs['input_ids'].shape}")
|
96 |
|
97 |
+
try:
|
98 |
+
with torch.no_grad():
|
99 |
+
output = model.generate(
|
100 |
+
**inputs,
|
101 |
+
max_new_tokens=200,
|
102 |
+
do_sample=True,
|
103 |
+
temperature=0.7,
|
104 |
+
top_k=50,
|
105 |
+
top_p=0.95,
|
106 |
+
return_dict_in_generate=True,
|
107 |
+
output_scores=True,
|
108 |
+
suppress_tokens=[tokenizer.pad_token_id] if tokenizer.pad_token_id is not None else None
|
109 |
+
)
|
110 |
+
except Exception as e:
|
111 |
+
log(f"⚠️ generate() sırasında hata: {e}")
|
112 |
+
fallback = random.choice(FALLBACK_ANSWERS)
|
113 |
+
return {"answer": fallback, "chat_history": chat_history}
|
114 |
|
115 |
generated_ids = output.sequences[0]
|
116 |
generated_text = tokenizer.decode(generated_ids, skip_special_tokens=True)
|