AiCoderv2 commited on
Commit
3f4d51e
·
verified ·
1 Parent(s): 11020de

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +13 -0
app.py ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import pipeline, AutoTokenizer, AutoModelForCausalLM
3
+
4
+ # Load fine-tuned model
5
+ model = AutoModelForCausalLM.from_pretrained("./my_ai_assistant")
6
+ tokenizer = AutoTokenizer.from_pretrained("mistralai/Mistral-7B-Instruct-v0.2")
7
+ pipe = pipeline("text-generation", model=model, tokenizer=tokenizer)
8
+
9
+ def respond(message):
10
+ response = pipe(message, max_new_tokens=200)[0]["generated_text"]
11
+ return response
12
+
13
+ gr.Interface(fn=respond, inputs="text", outputs="text", title="My AI Assistant").launch()