Update app.py
Browse files
app.py
CHANGED
@@ -1,15 +1,20 @@
|
|
1 |
import streamlit as st
|
2 |
import transformers
|
3 |
from transformers import pipeline
|
|
|
4 |
import torch
|
5 |
torch.manual_seed(0)
|
6 |
|
|
|
7 |
model_name = "orzhan/ruroberta-ruatd-binary"
|
8 |
|
9 |
@st.cache
|
10 |
def load_model(model_name):
|
11 |
-
|
12 |
-
|
|
|
|
|
|
|
13 |
|
14 |
model = load_model(model_name)
|
15 |
|
|
|
1 |
import streamlit as st
|
2 |
import transformers
|
3 |
from transformers import pipeline
|
4 |
+
from transformers import AutoTokenizer, AutoModel
|
5 |
import torch
|
6 |
torch.manual_seed(0)
|
7 |
|
8 |
+
tokenizer_name = "sberbank-ai/ruRoberta-large"
|
9 |
model_name = "orzhan/ruroberta-ruatd-binary"
|
10 |
|
11 |
@st.cache
|
12 |
def load_model(model_name):
|
13 |
+
tokenizer=AutoTokenizer.from_pretrained(tokenizer_name)
|
14 |
+
model = AutoModel.from_pretrained(model_name)
|
15 |
+
|
16 |
+
pipeline(task="text-classification",model=model_name)
|
17 |
+
odel
|
18 |
|
19 |
model = load_model(model_name)
|
20 |
|