gen-synth-data / infer.py
Ben Burtenshaw
error handling in inference
a212c60
raw
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590 Bytes
import os
import requests
API_URL = (
"https://api-inference.huggingface.co/models/mistralai/Mistral-7B-Instruct-v0.2"
)
def query(question, hub_token: str):
payload = {
"inputs": question,
"parameters": {
"wait_for_model": True,
"return_full_text": False,
},
}
headers = {"Authorization": f"Bearer {hub_token}"}
response = requests.post(API_URL, headers=headers, json=payload)
try:
return response.json()[0]["generated_text"]
except Exception:
return "Error occurred while querying the model."