EROORR
Browse files
app.py
CHANGED
@@ -1,50 +1,5 @@
|
|
1 |
-
|
2 |
-
from transformers import pipeline, AutoModelForSeq2SeqLM, AutoTokenizer, TranslationPipeline
|
3 |
|
4 |
-
|
5 |
-
|
6 |
-
|
7 |
-
@st.cache_resource
|
8 |
-
def load_tilmash():
|
9 |
-
# Загрузка модели и токенайзера
|
10 |
-
model = AutoModelForSeq2SeqLM.from_pretrained('issai/tilmash')
|
11 |
-
tokenizer = AutoTokenizer.from_pretrained("issai/tilmash")
|
12 |
-
|
13 |
-
# Инициализация пайплайна перевода
|
14 |
-
return TranslationPipeline(
|
15 |
-
model=model,
|
16 |
-
tokenizer=tokenizer,
|
17 |
-
max_length=1000
|
18 |
-
)
|
19 |
-
|
20 |
-
tilmash = load_tilmash()
|
21 |
-
|
22 |
-
# Список поддерживаемых языков
|
23 |
-
languages = {
|
24 |
-
"Kazakh (Cyrillic)": "kaz_Cyrl",
|
25 |
-
"Russian": "rus_Cyrl",
|
26 |
-
"English": "eng_Latn",
|
27 |
-
"Turkish": "tur_Latn"
|
28 |
-
}
|
29 |
-
|
30 |
-
# Выбор исходного и целевого языка
|
31 |
-
src_lang = st.selectbox("Choose the source language:", list(languages.keys()))
|
32 |
-
tgt_lang = st.selectbox("Choose the target language:", list(languages.keys()))
|
33 |
-
|
34 |
-
# Ввод текста пользователем
|
35 |
-
user_input = st.text_area("Enter text to translate:")
|
36 |
-
|
37 |
-
if st.button("Translate"):
|
38 |
-
if src_lang == tgt_lang:
|
39 |
-
st.write("Source and target languages must be different.")
|
40 |
-
elif user_input.strip():
|
41 |
-
# Выполнение перевода
|
42 |
-
translation = tilmash(
|
43 |
-
user_input,
|
44 |
-
src_lang=languages[src_lang],
|
45 |
-
tgt_lang=languages[tgt_lang]
|
46 |
-
)
|
47 |
-
st.write(f"Translation ({src_lang} → {tgt_lang}):")
|
48 |
-
st.write(translation[0]["translation_text"])
|
49 |
-
else:
|
50 |
-
st.write("Please enter some text to translate.")
|
|
|
1 |
+
from transformers import pipeline
|
|
|
2 |
|
3 |
+
pipe = pipeline(model="deepvk/kazRush-kk-ru")
|
4 |
+
pipe("Иттерді кім шығарды?")
|
5 |
+
[{'translation_text': 'Кто выпустил собак?'}]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|