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Update app.py
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app.py
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import gradio as gr
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from huggingface_hub import InferenceClient
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from typing import List, Dict, Any, Tuple
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#
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MODELS = [
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"
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"Qwen/Qwen2.5-
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"
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"
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"HuggingFaceH4/zephyr-7b-beta"
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"mistralai/Mistral-7B-Instruct-v0.3",
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"mistralai/Mistral-Nemo-Instruct-2407",
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"microsoft/Phi-3.5-mini-instruct",
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"NousResearch/Hermes-2-Theta-Llama-3.1-8B",
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"cognitivecomputations/dolphin-2.9-llama3-8b"
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]
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def respond(message: str,
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model_id: str,
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system_prompt: str,
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hf_token: str) -> Tuple[List[Dict[str, str]], str, Dict[str, Any]]:
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"""HF API с
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try:
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client = InferenceClient(model=model_id, token=hf_token.strip() or None)
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messages = []
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)
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bot_reply = response.choices[0].message.content
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new_history = history + [
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{"role": "user", "content": message},
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@@ -47,51 +45,48 @@ def respond(message: str,
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return new_history, "", gr.update(value="")
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except Exception as e:
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if "429" in str(e) or "rate" in str(e).lower():
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elif "token" in str(e).lower():
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new_history = history + [
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{"role": "user", "content": message},
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{"role": "assistant", "content":
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]
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return new_history,
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# UI
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with gr.Blocks(title="🚀 HF
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gr.Markdown("# Тест HF
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with gr.Row(variant="compact"):
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model_dropdown = gr.Dropdown(choices=MODELS, value=MODELS[0], label="🧠 Модель")
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system_prompt = gr.Textbox(label="📝 System", placeholder="Ты
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hf_token = gr.Textbox(label="🔑 Token", placeholder="hf_...", type="password")
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chatbot = gr.Chatbot(type="messages", height=500)
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with gr.Row():
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msg_input = gr.Textbox(placeholder="
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send_btn = gr.Button("📤", variant="primary", scale=1)
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with gr.Row():
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clear_btn = gr.Button("🗑️
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retry_btn = gr.Button("🔄
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status = gr.Textbox(label="
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# Events
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send_btn.click(
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inputs=[msg_input, chatbot, model_dropdown, system_prompt, hf_token],
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outputs=[chatbot, status, msg_input]
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)
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msg_input.submit(
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fn=respond,
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inputs=[msg_input, chatbot, model_dropdown, system_prompt, hf_token],
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outputs=[chatbot, status, msg_input]
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)
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def clear():
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return [], "", gr.update(value="")
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import gradio as gr
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from huggingface_hub import InferenceClient
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from typing import List, Dict, Any, Tuple
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# ТОП-5 MODELS (chat-ready, быстрые, HF-tested)
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MODELS = [
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"Qwen/Qwen2.5-0.5B-Instruct", # ⚡ Супер-быстрая (0.5B)
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"Qwen/Qwen2.5-1.5B-Instruct", # Быстрая (1.5B)
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"microsoft/Phi-3-mini-4k-instruct", # Надёжная Phi-3
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"mistralai/Mistral-7B-Instruct-v0.3", # Классика
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"HuggingFaceH4/zephyr-7b-beta" # Zephyr (chat-tuned)
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]
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def respond(message: str,
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model_id: str,
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system_prompt: str,
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hf_token: str) -> Tuple[List[Dict[str, str]], str, Dict[str, Any]]:
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"""HF API с debug."""
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try:
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print(f"🚀 Запрос: Model={model_id}, Token={'Yes' if hf_token else 'No'}, Msg='{message[:50]}...'") # Лог HF
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client = InferenceClient(model=model_id, token=hf_token.strip() or None)
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messages = []
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)
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bot_reply = response.choices[0].message.content
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print(f"✅ Ответ: {bot_reply[:50]}...") # Лог успеха
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new_history = history + [
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{"role": "user", "content": message},
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return new_history, "", gr.update(value="")
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except Exception as e:
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full_error = f"❌ Model: {model_id}\nError: {str(e)}\n"
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print(f"💥 ERROR: {full_error}") # Лог HF
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if "429" in str(e) or "rate" in str(e).lower():
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full_error += "🔥 RATE LIMIT! Вставь HF Token (huggingface.co/settings/tokens)."
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elif "token" in str(e).lower() or "Unauthorized" in str(e):
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full_error += "🔑 Неверный/нет Token. Создай новый."
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elif "No chat template" in str(e) or "tokenizer" in str(e):
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full_error += "🧠 Модель не chat-ready. Выбери другую (Qwen/Phi)."
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else:
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full_error += "🌐 HF API глючит. Попробуй Token или другую модель."
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new_history = history + [
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{"role": "user", "content": message},
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{"role": "assistant", "content": full_error}
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]
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return new_history, full_error, gr.update(value="")
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# UI
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with gr.Blocks(title="🚀 HF Чат (debug!)", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# Тест HF API\n**1. Выбери Qwen2.5-0.5B** ⚡\n**2. Вставь Token** → Нет лимитов\n[Token](https://huggingface.co/settings/tokens)")
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with gr.Row(variant="compact"):
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model_dropdown = gr.Dropdown(choices=MODELS, value=MODELS[0], label="🧠 Модель")
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system_prompt = gr.Textbox(label="📝 System", placeholder="Ты ИИ-ученик.", lines=2)
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hf_token = gr.Textbox(label="🔑 Token", placeholder="hf_...", type="password")
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chatbot = gr.Chatbot(type="messages", height=500)
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with gr.Row():
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msg_input = gr.Textbox(placeholder="Привет! (Enter)", scale=7)
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send_btn = gr.Button("📤", variant="primary", scale=1)
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with gr.Row():
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clear_btn = gr.Button("🗑️ Clear")
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retry_btn = gr.Button("🔄 Retry")
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status = gr.Textbox(label="Логи/Статус", interactive=False, lines=3)
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# Events
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send_btn.click(fn=respond, inputs=[msg_input, chatbot, model_dropdown, system_prompt, hf_token], outputs=[chatbot, status, msg_input])
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msg_input.submit(fn=respond, inputs=[msg_input, chatbot, model_dropdown, system_prompt, hf_token], outputs=[chatbot, status, msg_input])
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def clear():
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return [], "", gr.update(value="")
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