Create app.py

app.py

@@ -0,0 +1,33 @@
+import gradio as gr
+from transformers import AutoTokenizer, AutoModelWithLMHead
+
+# Подключаем модель и токенизатор
+model_name = "t-bank-ai/ruDialoGPT-medium"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelWithLMHead.from_pretrained(model_name)
+
+# Функция генерации ответа с рекомендуемыми параметрами
+def generate_response(prompt):
+    inputs = tokenizer('@@ПЕРВЫЙ@@ ' + prompt + ' @@ВТОРОЙ@@', return_tensors="pt")
+    generated_token_ids = model.generate(
+        **inputs,
+        top_k=10,
+        top_p=0.95,
+        num_beams=3,
+        num_return_sequences=3,
+        do_sample=True,
+        no_repeat_ngram_size=2,
+        temperature=1.2,
+        repetition_penalty=1.2,
+        length_penalty=1.0,
+        eos_token_id=50257,
+        max_new_tokens=40
+    )
+    response = tokenizer.decode(generated_token_ids[0], skip_special_tokens=True)
+    return response
+
+# Интерфейс Gradio
+iface = gr.Interface(fn=generate_response, inputs="text", outputs="text", title="ruDialoGPT Chatbot")
+
+# Запуск приложения
+iface.launch()