{"model":"onnx-community/d1-omni-600M-ONNX","base":"LiquidAI/d1-omni-600M","device":"cpu","graphs":{"text":"model_quantized.onnx (q8)","vision":"vision_encoder.onnx (fp32) + embed_tokens_fp16.onnx (fp16) + decision_quantized.onnx (q8)"},"max_length":16384,"image_text_length":896,"question_types":["choice","noul","score"],"notes":["Text questions are temperature-calibrated; image questions are not (matches the upstream runtime).","One forward pass per request, zero generated tokens."]}