vishalkm commited on
Commit
44b74bb
1 Parent(s): f70e0ab

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +6 -4
app.py CHANGED
@@ -17,11 +17,13 @@
17
  # iface = gr.Interface(fn=greet, inputs="text", outputs="text")
18
  # iface.launch()
19
 
20
- from transformers import AutoTokenizer
 
21
 
22
  checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
23
  tokenizer = AutoTokenizer.from_pretrained(checkpoint)
 
 
24
 
25
- sequence = "I've been waiting for a HuggingFace course my whole life."
26
-
27
- model_inputs = tokenizer(sequence)
 
17
  # iface = gr.Interface(fn=greet, inputs="text", outputs="text")
18
  # iface.launch()
19
 
20
+ import torch
21
+ from transformers import AutoTokenizer, AutoModelForSequenceClassification
22
 
23
  checkpoint = "distilbert-base-uncased-finetuned-sst-2-english"
24
  tokenizer = AutoTokenizer.from_pretrained(checkpoint)
25
+ model = AutoModelForSequenceClassification.from_pretrained(checkpoint)
26
+ sequences = ["I've been waiting for a HuggingFace course my whole life.", "So have I!"]
27
 
28
+ tokens = tokenizer(sequences, padding=True, truncation=True, return_tensors="pt")
29
+ output = model(**tokens)