Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -55,22 +55,28 @@ def health():
|
|
| 55 |
# Inference endpoint
|
| 56 |
@app.post("/predict")
|
| 57 |
def predict(request: QueryRequest):
|
| 58 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 59 |
outputs = model.generate(
|
| 60 |
**inputs,
|
| 61 |
max_new_tokens=request.max_new_tokens,
|
| 62 |
do_sample=True,
|
| 63 |
-
temperature=
|
| 64 |
-
top_p=
|
| 65 |
-
pad_token_id=tokenizer.eos_token_id
|
| 66 |
-
return_dict_in_generate=True
|
| 67 |
)
|
| 68 |
|
| 69 |
-
answer = tokenizer.decode(outputs
|
| 70 |
-
return {
|
| 71 |
-
"question": request.question,
|
| 72 |
-
"answer": answer
|
| 73 |
-
}
|
| 74 |
|
| 75 |
|
| 76 |
|
|
|
|
| 55 |
# Inference endpoint
|
| 56 |
@app.post("/predict")
|
| 57 |
def predict(request: QueryRequest):
|
| 58 |
+
messages = [
|
| 59 |
+
{"role": "system", "content": "reasoning language: english\n\nYou are a helpful assistant."},
|
| 60 |
+
{"role": "user", "content": request.question}
|
| 61 |
+
]
|
| 62 |
+
|
| 63 |
+
inputs = tokenizer.apply_chat_template(
|
| 64 |
+
messages,
|
| 65 |
+
add_generation_prompt=True,
|
| 66 |
+
return_tensors="pt"
|
| 67 |
+
).to(model.device)
|
| 68 |
+
|
| 69 |
outputs = model.generate(
|
| 70 |
**inputs,
|
| 71 |
max_new_tokens=request.max_new_tokens,
|
| 72 |
do_sample=True,
|
| 73 |
+
temperature=request.temperature,
|
| 74 |
+
top_p=request.top_p,
|
| 75 |
+
pad_token_id=tokenizer.eos_token_id
|
|
|
|
| 76 |
)
|
| 77 |
|
| 78 |
+
answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
|
| 79 |
+
return {"question": request.question, "answer": answer}
|
|
|
|
|
|
|
|
|
|
| 80 |
|
| 81 |
|
| 82 |
|