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Browse files- app.py +121 -0
- requirements.txt +2 -0
app.py
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import gradio as gr
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from huggingface_hub import InferenceClient
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MODELS = {
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"tiny-LLM": "omurberaisik/tiny-LLM",
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"HoloCom 13B HQ": "omurberaisik/holocomn13b_high_quality",
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"HoloCom Lite v8": "omurberaisik/holocom-lite-v8_test_ai",
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"HoloCom NB7 (merged)": "omurberaisik/holocomnb7-merged",
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"HoloCom NB7 (base)": "omurberaisik/holocomnb7",
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"DNA 7B Genomic": "omurberaisik/dna-7b-genomic",
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"BioTransformer 7B v2": "omurberaisik/biotransformer-7b-v2",
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"BioTransformer 1B": "omurberaisik/biotransformer-1b-v1",
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}
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def respond(message, history, model_name, max_tokens, temperature, top_p):
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model_id = MODELS[model_name]
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client = InferenceClient(model_id)
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# Geçmiş mesajları formatla
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messages = []
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for user_msg, bot_msg in history:
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messages.append({"role": "user", "content": user_msg})
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if bot_msg:
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messages.append({"role": "assistant", "content": bot_msg})
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messages.append({"role": "user", "content": message})
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response = ""
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try:
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for chunk in client.chat_completion(
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messages=messages,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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stream=True,
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):
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token = chunk.choices[0].delta.content
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if token:
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response += token
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yield response
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except Exception:
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# Fallback: text_generation
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prompt = "\n".join(
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[f"User: {u}\nAssistant: {b}" for u, b in history if b]
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)
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prompt += f"\nUser: {message}\nAssistant:"
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try:
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for chunk in client.text_generation(
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prompt,
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max_new_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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stream=True,
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):
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response += chunk
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yield response
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except Exception as e:
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yield f"❌ Hata: {str(e)}\n\nModel yüklenmemiş olabilir, biraz bekleyip tekrar deneyin."
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with gr.Blocks(
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title="Ömür Bera Işık — Model Hub",
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theme=gr.themes.Soft(
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primary_hue="violet",
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secondary_hue="teal",
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),
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css="""
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.model-selector { font-weight: 600; }
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footer { display: none !important; }
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"""
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) as demo:
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gr.Markdown("""
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# ∞ Apeiron Model Hub
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**omurberaisik** tarafından geliştirilen tüm modeller — tek arayüzde.
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Model seçin, yazın, yanıt alın.
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""")
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with gr.Row():
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with gr.Column(scale=1):
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model_selector = gr.Dropdown(
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choices=list(MODELS.keys()),
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value="tiny-LLM",
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label="Model Seç",
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elem_classes="model-selector"
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)
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gr.Markdown("### Parametreler")
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max_tokens = gr.Slider(64, 1024, value=256, step=64, label="Max Tokens")
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temperature = gr.Slider(0.1, 2.0, value=0.7, step=0.1, label="Temperature")
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top_p = gr.Slider(0.1, 1.0, value=0.9, step=0.05, label="Top-p")
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gr.Markdown("""
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### Modeller
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| Model | Tür |
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|-------|-----|
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| tiny-LLM | Genel |
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| HoloCom 13B/7B | Sohbet |
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| DNA 7B | Genomik |
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| BioTransformer | Biyomedikal |
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""")
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with gr.Column(scale=3):
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chatbot = gr.ChatInterface(
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fn=respond,
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additional_inputs=[model_selector, max_tokens, temperature, top_p],
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chatbot=gr.Chatbot(height=500, label="Sohbet"),
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textbox=gr.Textbox(placeholder="Mesajınızı yazın...", label=""),
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submit_btn="Gönder",
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retry_btn="↺ Tekrar",
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undo_btn="↩ Geri Al",
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clear_btn="🗑 Temizle",
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)
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gr.Markdown("""
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---
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🤗 [HuggingFace Profile](https://huggingface.co/omurberaisik) ·
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📦 [PyPI](https://pypi.org/user/FastLoRA/) ·
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Apeiron LM — *byte-native parallel language model*
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""")
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demo.launch()
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requirements.txt
ADDED
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@@ -0,0 +1,2 @@
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gradio>=4.0.0
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huggingface_hub>=0.20.0
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