Spaces:
Sleeping
Sleeping
Create run_model.py
Browse files- run_model.py +34 -0
run_model.py
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
import openai
|
| 3 |
+
|
| 4 |
+
from prompt import system_instruction, user_prompt
|
| 5 |
+
|
| 6 |
+
client = openai.OpenAI(
|
| 7 |
+
base_url="https://api.cerebras.ai/v1",
|
| 8 |
+
api_key=os.environ.get("CEREBRAS_API_KEY")
|
| 9 |
+
)
|
| 10 |
+
|
| 11 |
+
def run(input_text):
|
| 12 |
+
completion = client.chat.completions.create(
|
| 13 |
+
model="llama-4-scout-17b-16e-instruct",
|
| 14 |
+
temperature=0.0,
|
| 15 |
+
seed=42,
|
| 16 |
+
messages=[
|
| 17 |
+
{
|
| 18 |
+
"role": "system",
|
| 19 |
+
"content": system_instruction
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"role": "user",
|
| 23 |
+
"content": user_prompt
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"role": "user",
|
| 27 |
+
"content": f"Time Entry Input: `{input_text}`"
|
| 28 |
+
}
|
| 29 |
+
]
|
| 30 |
+
)
|
| 31 |
+
|
| 32 |
+
print(completion)
|
| 33 |
+
|
| 34 |
+
return completion.choices[0].message.content
|