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Update app.py
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app.py
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@@ -13,9 +13,12 @@ model_list = [
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def load_model(model_name):
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"""Charge le modèle et le tokenizer"""
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def generate_text(model, tokenizer, input_text, max_length, temperature):
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"""Génère du texte en utilisant le modèle"""
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@@ -25,23 +28,29 @@ def generate_text(model, tokenizer, input_text, max_length, temperature):
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def main(model_name, input_text, max_length, temperature):
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"""Fonction principale pour générer le texte"""
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demo = gr.Blocks()
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with demo:
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gr.Markdown("#
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with gr.Row():
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model_select = gr.Dropdown(model_list, label="Sélectionner un modèle")
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load_button = gr.Button("Charger le modèle")
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with gr.Row():
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input_text = gr.Textbox(label="Texte d'entrée")
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max_length_slider = gr.Slider(50, 500, label="Longueur maximale", value=200)
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temperature_slider = gr.Slider(0.1, 1.0, label="Température", value=0.7)
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submit_button = gr.Button("Soumettre")
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output_text = gr.Textbox(label="Texte généré")
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def load_model(model_name):
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"""Charge le modèle et le tokenizer"""
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if model_name is not None:
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tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
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model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True)
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return model, tokenizer
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else:
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return None, None
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def generate_text(model, tokenizer, input_text, max_length, temperature):
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"""Génère du texte en utilisant le modèle"""
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def main(model_name, input_text, max_length, temperature):
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"""Fonction principale pour générer le texte"""
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if model_name is not None:
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model, tokenizer = load_model(model_name)
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generated_text = generate_text(model, tokenizer, input_text, max_length, temperature)
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return generated_text
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else:
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return "Veuillez sélectionner un modèle"
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demo = gr.Blocks()
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with demo:
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gr.Markdown("# Modèle de Langage")
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with gr.Row():
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model_select = gr.Dropdown(model_list, label="Sélectionner un modèle")
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with gr.Row():
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load_button = gr.Button("Charger le modèle")
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with gr.Row():
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input_text = gr.Textbox(label="Texte d'entrée")
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with gr.Row():
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max_length_slider = gr.Slider(50, 500, label="Longueur maximale", value=200)
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temperature_slider = gr.Slider(0.1, 1.0, label="Température", value=0.7)
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with gr.Row():
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submit_button = gr.Button("Soumettre")
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output_text = gr.Textbox(label="Texte généré")
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