Update app.py
Browse files
app.py
CHANGED
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@@ -3,6 +3,15 @@ import torch
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import gradio as gr
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import spaces
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from threading import Thread
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# ======================================================
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# إعدادات الموديل
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@@ -51,7 +60,6 @@ print("✅ Model ready!\n")
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# دالة المحادثة
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# ======================================================
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def chat(message, history):
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# تحويل تاريخ المحادثة إلى صيغة messages
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messages = []
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for msg in history:
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if msg["role"] == "user":
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@@ -59,17 +67,14 @@ def chat(message, history):
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elif msg["role"] == "assistant":
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messages.append({"role": "assistant", "content": msg["content"]})
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# نضيف السؤال الحالي مع system prompt
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messages.append({"role": "user", "content": f"{SYSTEM_PROMPT}\n\nالسؤال: {message}"})
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# تجهيز الإدخال عبر chat template
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input_ids = tokenizer.apply_chat_template(
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messages,
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return_tensors="pt",
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add_generation_prompt=True
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).to(model.device)
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# Streamer للبث الحي للنص الناتج
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streamer = TextIteratorStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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generation_kwargs = dict(
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@@ -82,7 +87,6 @@ def chat(message, history):
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repetition_penalty=1.15,
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)
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# تشغيل التوليد في Thread منفصل للبث المباشر
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thread = Thread(target=model.generate, kwargs=generation_kwargs)
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thread.start()
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@@ -100,18 +104,18 @@ def chat(message, history):
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demo = gr.ChatInterface(
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fn=chat,
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type="messages",
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title="🇮🇶 Gemma 3
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description="""
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**نموذج Gemma 3 4B
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مدرّب
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🧠
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- "
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- "اشرحلي شنو يعني تصعيد إداري"
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- "وضحلي الفرق بين الدليل والعبرة"
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""",
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examples=[
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["
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["اشرحلي شنو يعني تصعيد إداري"],
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["وضحلي الفرق بين الدليل والعبرة"],
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],
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import gradio as gr
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import spaces
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from threading import Thread
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from huggingface_hub import login
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import os
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# ======================================================
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# تسجيل الدخول في حال كان الموديل خاص (اختياري)
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# ======================================================
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if os.getenv("HF_TOKEN"):
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login(token=os.getenv("HF_TOKEN"))
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print("🔐 Logged in to Hugging Face Hub")
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# ======================================================
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# إعدادات الموديل
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# دالة المحادثة
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# ======================================================
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def chat(message, history):
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messages = []
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for msg in history:
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if msg["role"] == "user":
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elif msg["role"] == "assistant":
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messages.append({"role": "assistant", "content": msg["content"]})
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messages.append({"role": "user", "content": f"{SYSTEM_PROMPT}\n\nالسؤال: {message}"})
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input_ids = tokenizer.apply_chat_template(
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messages,
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return_tensors="pt",
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add_generation_prompt=True
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).to(model.device)
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streamer = TextIteratorStreamer(tokenizer, skip_prompt=True, skip_special_tokens=True)
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generation_kwargs = dict(
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repetition_penalty=1.15,
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)
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thread = Thread(target=model.generate, kwargs=generation_kwargs)
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thread.start()
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demo = gr.ChatInterface(
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fn=chat,
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type="messages",
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title="🇮🇶 Gemma 3 Iraqi Chat",
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description="""
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**نموذج Gemma 3 4B – باللهجة العراقية 🇮🇶**
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مدرّب ومهيّأ للحوار بالعربية والفصحى، يفهم السياق ويتكلم بوضوح.
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🧠 أمثلة:
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- "شلونك اليوم؟"
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- "اشرحلي شنو يعني تصعيد إداري"
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- "وضحلي الفرق بين الدليل والعبرة"
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""",
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examples=[
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["شلونك اليوم؟"],
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["اشرحلي شنو يعني تصعيد إداري"],
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["وضحلي الفرق بين الدليل والعبرة"],
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],
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