{ "status": "passed", "checks": [ "strict checkpoint reload", "quantization configuration", "text generation", "image generation at 16x and 4x downsampling" ], "tests": [ { "case": "text", "prompt": "What is 2 + 2? Answer with only the number.", "output": "4", "elapsed_seconds": 0.175, "generation_tokens": 2 }, { "case": "image_16x", "prompt": "Describe the animals and the color of the furniture in this image in one short sentence.", "output": "Two tabby cats sleep on a bright pink couch, with remote controls nearby.", "elapsed_seconds": 0.25, "generation_tokens": 17 }, { "case": "image_4x", "prompt": "Describe the animals in this image in one short sentence.", "output": "Two tabby cats sleep on a pink couch, each beside a remote control.", "elapsed_seconds": 0.255, "generation_tokens": 17 } ], "quantized_modules": { "affine:5:g64": 96 }, "A_log_dtypes": { "mlx.core.bfloat16": 18 }, "image": "https://github.com/Blaizzy/mlx-vlm/blob/e928101a144a3f11a27c7ef8d71b6d889b2d250c/examples/images/cats.jpg", "image_sha256": "dea9e7ef97386345f7cff32f9055da4982da5471c48d575146c796ab4563b04e", "hardware": "Apple M3 Ultra", "software": { "mlx": "0.32.3", "transformers": "5.19.0", "huggingface_hub": "2.2.0" }, "limitations": "Smoke checks only; no benchmark or model-quality evaluation." }