skaltenp commited on
Commit
27d5bfa
1 Parent(s): 43da551

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +22 -0
app.py ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import AutoModelForCausalLM, AutoTokenizer
3
+
4
+ model_name = "DiscoResearch/DiscoLM_German_7b_v1"
5
+ model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True)
6
+ tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
7
+
8
+ def generate_answer(question):
9
+ inputs = tokenizer.encode("Question: " + question, return_tensors="pt")
10
+ outputs = model.generate(inputs, max_length=2000, num_return_sequences=1, do_sample=True)
11
+ answer = tokenizer.decode(outputs[0], skip_special_tokens=True)
12
+ return answer
13
+
14
+ iface = gr.Interface(
15
+ fn=generate_answer,
16
+ inputs="text",
17
+ outputs="text",
18
+ title="The Art of Prompt Engineering",
19
+ description="Definiere deine Prompt, am besten auf Deutsch",
20
+ )
21
+
22
+ iface.launch(share=True) # Deploy the interface