def model_hyperlink(link, model_name): return f'{model_name}' def make_clickable_model(model_name): proprietary_models = { 'openai/o3-mini': 'https://openai.com/index/openai-o3-mini/', 'openai/o1': 'https://openai.com/o1/', 'openai/o1-preview': 'https://openai.com/index/introducing-openai-o1-preview/' } if model_name in proprietary_models: return model_hyperlink(proprietary_models[model_name], model_name) link = f"https://huggingface.co/{model_name}" return model_hyperlink(link, model_name) def styled_error(error): return f"

{error}

" def styled_warning(warn): return f"

{warn}

" def styled_message(message): return f"

{message}

" def has_no_nan_values(df, columns): return df[columns].notna().all(axis=1) def has_nan_values(df, columns): return df[columns].isna().any(axis=1)