{ "runtime": "SwiftPM SuryaCoreMLRuntime", "command": "surya-coreml-smoke --model-dir artifacts/coreml/surya-ocr-2-coreml-8bit --image canary_invoice.png --max-tokens 8 --vision int8", "tokens": [1039, 2009, 2046, 2054, 2047, 2041, 2035, 2037, 1979], "text": "
Invoice ", "matches_python_coreml_canary": true, "notes": "Native Swift image preprocessing, INT8 vision, FP16 prefill, FP16 decode step, native token embedding lookup, native KV cache update, and native token decoding." }