{ "model_id": "HuggingFaceTB/SmolVLM-Instruct", "family": "smolvlm", "method": "torchao_w4a8", "bits_weight": 4, "bits_activation": 8, "group_size": 128, "skip_vision": true, "load_time_s": 8.8, "quant_time_s": 0.1, "quant_method": "Int8DynamicActivationInt4Weight (W4A8)" }