hari7261 commited on
Commit
4cbf4c9
verified
1 Parent(s): a2445ef

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +23 -0
app.py ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import AutoTokenizer, AutoModelForCausalLM
3
+
4
+ model_name = "hari7261/TechChat"
5
+ tokenizer = AutoTokenizer.from_pretrained(model_name)
6
+ model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto")
7
+
8
+ def chat(prompt, max_new_tokens=150):
9
+ inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
10
+ outputs = model.generate(**inputs, max_new_tokens=max_new_tokens)
11
+ return tokenizer.decode(outputs[0], skip_special_tokens=True)
12
+
13
+ iface = gr.Interface(
14
+ fn=chat,
15
+ inputs=[
16
+ gr.Textbox(label="Your Question"),
17
+ gr.Slider(50, 500, value=150, step=10, label="Max New Tokens")
18
+ ],
19
+ outputs="text",
20
+ title="TechChat - Domain Specific Chatbot"
21
+ )
22
+
23
+ iface.launch()