garrettbaber commited on
Commit
416a17c
1 Parent(s): 35902f0

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +6 -2
app.py CHANGED
@@ -2,12 +2,16 @@ import gradio as gr
2
  from transformers import AutoModelForSequenceClassification, AutoTokenizer
3
 
4
  def processInput(input):
 
5
  model = AutoModelForSequenceClassification.from_pretrained("garrettbaber/twitter-roberta-base-fear-intensity")
6
  tokenizer = AutoTokenizer.from_pretrained("garrettbaber/twitter-roberta-base-fear-intensity")
 
7
  tokens = tokenizer(input, return_tensors="pt")
8
- print('Running tokens in model')
9
  outputs = model(**tokens)
10
- return outputs
 
 
11
 
12
  app = gr.Interface(fn=processInput, inputs="text", outputs="text")
13
 
 
2
  from transformers import AutoModelForSequenceClassification, AutoTokenizer
3
 
4
  def processInput(input):
5
+ #load model and tokenizer
6
  model = AutoModelForSequenceClassification.from_pretrained("garrettbaber/twitter-roberta-base-fear-intensity")
7
  tokenizer = AutoTokenizer.from_pretrained("garrettbaber/twitter-roberta-base-fear-intensity")
8
+ #get tokens
9
  tokens = tokenizer(input, return_tensors="pt")
10
+ #pass tokens to model
11
  outputs = model(**tokens)
12
+ #parse output
13
+ logits = outputs.get("logits")
14
+ return logits.tolist()
15
 
16
  app = gr.Interface(fn=processInput, inputs="text", outputs="text")
17