fansa34 commited on
Commit
1696383
·
verified ·
1 Parent(s): 5f107ef

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +19 -3
app.py CHANGED
@@ -1,7 +1,23 @@
1
  from fastapi import FastAPI
 
 
 
2
 
3
  app = FastAPI()
4
 
5
- @app.get("/")
6
- def greet_json():
7
- return {"Hello": "World!"}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  from fastapi import FastAPI
2
+ from pydantic import BaseModel
3
+ from transformers import AutoTokenizer, AutoModelForCausalLM
4
+ import torch
5
 
6
  app = FastAPI()
7
 
8
+ # Replace with your actual model repo
9
+ MODEL_NAME = "fansa34/finetunedModel"
10
+
11
+ # Load model and tokenizer
12
+ tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
13
+ model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
14
+
15
+ class AskRequest(BaseModel):
16
+ question: str
17
+
18
+ @app.post("/ask")
19
+ def ask(req: AskRequest):
20
+ inputs = tokenizer(req.question, return_tensors="pt")
21
+ outputs = model.generate(**inputs, max_new_tokens=100)
22
+ answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
23
+ return {"answer": answer}