ServiceNow AI Releases Apriel-1.5-15B-Thinker: An Open-Weights Multimodal Reasoning Model that Hits Frontier-Level Performance on a Single-GPU Budget
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ServiceNow AI Releases Apriel-1.5-15B-Thinker: An Open-Weights Multimodal Reasoning Model that Hits Frontier-Level Performance on a Single-GPU Budget

ServiceNow AI Research Lab has released Apriel-1.5-15B-Thinker, a 15-billion-parameter open-weights multimodal reasoning model trained with a data-centric mid-training recipe—continual pretraining followed by supervised fine-tuning—without reinforcement learning or preference optimization. The model attains an Artificial Analysis […]

How to Design an Interactive Dash and Plotly Dashboard with Callback Mechanisms for Local and Online Deployment?
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How to Design an Interactive Dash and Plotly Dashboard with Callback Mechanisms for Local and Online Deployment?

app = dash.Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP]) app.layout = dbc.Container([ dbc.Row([ dbc.Col([ html.H1(“📊 Advanced Financial Dashboard”, className=”text-center mb-4″), html.P(f”Interactive dashboard with {len(df)} data points across {len(stock_names)} stocks”, className=”text-center text-muted”), html.Hr() ]) ]), dbc.Row([ dbc.Col([ dbc.Card([ dbc.CardBody([ html.H5(“🎛️ Dashboard […]