jungsin2 commited on
Commit
5e3df95
·
1 Parent(s): 41755bb

Add GPT-2 text generation application

Browse files
Files changed (2) hide show
  1. app.py +16 -0
  2. requirements.txt +3 -0
app.py ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ import gradio as gr
3
+ from transformers import AutoModelForCausalLM, AutoTokenizer
4
+
5
+ model_name = "gpt2"
6
+ tokenizer = AutoTokenizer.from_pretrained(model_name)
7
+ model = AutoModelForCausalLM.from_pretrained(model_name)
8
+
9
+ def generate_text(prompt):
10
+ inputs = tokenizer(prompt, return_tensors="pt")
11
+ outputs = model.generate(inputs.input_ids, max_length=50)
12
+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
13
+
14
+ demo = gr.Interface(fn=generate_text, inputs="text", outputs="text")
15
+ demo.launch()
16
+
requirements.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ transformers
2
+ torch
3
+ gr