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Update app.py
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app.py
CHANGED
@@ -1,6 +1,7 @@
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import gradio as gr
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from huggingface_hub import InferenceClient
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from transformers import pipeline
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# ---------------- CONFIG ----------------
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MODEL_REPO = "HuggingFaceH4/zephyr-7b-beta"
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@@ -33,21 +34,25 @@ def is_translation_request(message: str) -> bool:
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return non_ascii_ratio > 0.4
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# ---------------- CHAT FUNCTION ----------------
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def stream_response(message, chat_history, system_message, max_tokens, temperature, top_p, response_style):
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# check if translation
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if is_translation_request(message):
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return
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except Exception as e:
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chat_history.append({"role": "user", "content": message})
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chat_history.append({"role": "assistant", "content": f"β οΈ Translation failed: {str(e)}"})
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yield "", chat_history
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return
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# Otherwise β normal Zephyr response
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if response_style == "Concise":
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@@ -80,18 +85,17 @@ def stream_response(message, chat_history, system_message, max_tokens, temperatu
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# finally clear input box once after streaming is done
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yield "", chat_history
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# ---------------- UI ----------------
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="violet", secondary_hue="pink")) as demo:
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gr.Markdown(
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"""
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# π€ Zephyr-7B Chat + π Translator
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Welcome! This app combines **Zephyr-7B** (for smart chat) with **M2M100** (for multilingual translation).
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-
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**How to use:**
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- π¬ Ask *anything* β Zephyr will reply.
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- π Paste non-English text or say "translate" β auto translation into English.
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- βοΈ Adjust settings in the panel if you want different styles.
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---
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"""
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)
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@@ -138,4 +142,4 @@ with gr.Blocks(theme=gr.themes.Soft(primary_hue="violet", secondary_hue="pink"))
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gr.Markdown("π Built with β€οΈ using [Zephyr-7B](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) & [M2M100](https://huggingface.co/facebook/m2m100_418M).")
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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from huggingface_hub import InferenceClient
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from transformers import pipeline
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from langdetect import detect # π₯ new for auto language detection
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# ---------------- CONFIG ----------------
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MODEL_REPO = "HuggingFaceH4/zephyr-7b-beta"
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return non_ascii_ratio > 0.4
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def translate_text(text: str) -> str:
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"""Detects language and translates to English."""
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try:
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src_lang = detect(text) # auto-detect like "ru", "es", "fr"
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result = translator(text, src_lang=src_lang, tgt_lang="en")
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return result[0]["translation_text"]
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except Exception as e:
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return f"β οΈ Translation failed: {str(e)}"
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# ---------------- CHAT FUNCTION ----------------
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def stream_response(message, chat_history, system_message, max_tokens, temperature, top_p, response_style):
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# check if translation
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if is_translation_request(message):
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translated = translate_text(message)
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chat_history.append({"role": "user", "content": message})
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chat_history.append({"role": "assistant", "content": translated})
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yield "", chat_history
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return
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# Otherwise β normal Zephyr response
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if response_style == "Concise":
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# finally clear input box once after streaming is done
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yield "", chat_history
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# ---------------- UI ----------------
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="violet", secondary_hue="pink")) as demo:
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gr.Markdown(
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"""
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# π€ Zephyr-7B Chat + π Translator
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Welcome! This app combines **Zephyr-7B** (for smart chat) with **M2M100** (for multilingual translation).
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**How to use:**
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- π¬ Ask *anything* β Zephyr will reply.
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- π Paste non-English text or say "translate" β auto translation into English.
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- βοΈ Adjust settings in the panel if you want different styles.
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---
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"""
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)
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gr.Markdown("π Built with β€οΈ using [Zephyr-7B](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta) & [M2M100](https://huggingface.co/facebook/m2m100_418M).")
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if __name__ == "__main__":
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demo.launch()
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