adiom commited on
Commit
af076b4
·
1 Parent(s): 61aae74

Add application file

Browse files
Files changed (2) hide show
  1. app.py +17 -0
  2. requirements.txt +4 -0
app.py ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ from transformers import AutoModelForCausalLM, AutoTokenizer
3
+
4
+ # Загружаем Mistral-7B
5
+ model_name = "mistralai/Mistral-7B-Instruct-v0.1"
6
+ tokenizer = AutoTokenizer.from_pretrained(model_name)
7
+ model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto")
8
+
9
+ def chat(message):
10
+ inputs = tokenizer(message, return_tensors="pt").to("cpu")
11
+ outputs = model.generate(**inputs, max_new_tokens=100)
12
+ response = tokenizer.decode(outputs[0], skip_special_tokens=True)
13
+ return response
14
+
15
+ iface = gr.Interface(fn=chat, inputs="text", outputs="text", title="Mistral-7B Chatbot")
16
+ iface.launch()
17
+
requirements.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ transformers
2
+ torch
3
+ gradio
4
+