{ "format": "tiny_receipt_vqa_family_examples_v1", "scope": "bpe1536_explicit_and_auto_answer_exact_smoke_test", "model": { "tokenizer": "byte_fallback_bpe", "vocab_size": 1536, "target_schema": "direct_answer_no_value_v1" }, "source": { "dataset": "synthetic validation split", "heldout_used": false, "selection": "visually clear English and Korean receipts that pass all seven listed family checks plus one phone-position check under explicit and AUTO routing in both deployment variants" }, "families": { "tested": [ "phone", "address", "store", "item_row", "item_math", "item_lookup", "math" ], "trained_structured_families": [ "phone", "address", "store", "item_row", "item_math", "item_lookup" ], "execution_only_untrained_slots": [ "math" ], "excluded_untrained_slots": [ "other" ], "note": "The training distribution contains records for the six structured families only. The explicit math case verifies shared-backbone and adapter-slot execution; it is not evidence of separately trained math-family accuracy." }, "validation": { "case_count": 16, "claim": "answer exact; selected-family checks are reported separately", "explicit_family_override": { "fp32": { "passed": 16, "total": 16, "selected_family_matches": 16 }, "int8_w8a8": { "passed": 16, "total": 16, "selected_family_matches": 16 } }, "learned_auto_router": { "fp32": { "passed": 16, "total": 16, "listed_family_matches": 14 }, "int8_w8a8": { "passed": 16, "total": 16, "listed_family_matches": 14 }, "selected_family_note": "AUTO selects trained item_math for both listed math questions and still produces the exact answers." }, "math_note": "The selected explicit math smoke cases produce the exact structured outputs, but math still has zero family-specific training records and is not a family-level accuracy claim." }, "examples": [ { "id": "receipt_en", "language": "en", "image": "receipt_en.jpg", "image_sha256": "24d7dde7d28bec844fee9134e6cc8d3180ee85315d6d493cc39c7cf0e1ebf328", "source_split": "synth/data/val", "source_id": "000868", "receipt": { "store": "Best price Mall", "address": "Seoul Hwasun Jodonan St. 837", "phone": "653-3831", "items": [ { "name": "Packed Yogurt", "unit_price": 600, "quantity": 3, "total": 1800 }, { "name": "HACCP Salt", "unit_price": 100, "quantity": 4, "total": 400 } ] }, "cases": [ { "family": "phone", "question": "What is the store phone number?", "expected_answer": "6533831", "validated_answers": { "fp32": "6533831", "int8_w8a8": "6533831" }, "validated_auto": { "fp32": { "answer": "6533831", "selected_family": "phone" }, "int8_w8a8": { "answer": "6533831", "selected_family": "phone" } } }, { "family": "address", "question": "What is the street number in the store address?", "expected_answer": "837", "validated_answers": { "fp32": "837", "int8_w8a8": "837" }, "validated_auto": { "fp32": { "answer": "837", "selected_family": "address" }, "int8_w8a8": { "answer": "837", "selected_family": "address" } } }, { "family": "store", "question": "What is the store name?", "expected_answer": "Best price Mall", "validated_answers": { "fp32": "Best price Mall", "int8_w8a8": "Best price Mall" }, "validated_auto": { "fp32": { "answer": "Best price Mall", "selected_family": "store" }, "int8_w8a8": { "answer": "Best price Mall", "selected_family": "store" } } }, { "family": "item_row", "question": "What is the name of item 1?", "expected_answer": "Packed Yogurt", "validated_answers": { "fp32": "Packed Yogurt", "int8_w8a8": "Packed Yogurt" }, "validated_auto": { "fp32": { "answer": "Packed Yogurt", "selected_family": "item_row" }, "int8_w8a8": { "answer": "Packed Yogurt", "selected_family": "item_row" } } }, { "family": "item_math", "question": "What is the sum of item totals?", "expected_answer": "2200", "validated_answers": { "fp32": "2200", "int8_w8a8": "2200" }, "validated_auto": { "fp32": { "answer": "2200", "selected_family": "item_math" }, "int8_w8a8": { "answer": "2200", "selected_family": "item_math" } } }, { "family": "item_lookup", "question": "What is the quantity of Packed Yogurt?", "expected_answer": "3", "validated_answers": { "fp32": "3", "int8_w8a8": "3" }, "validated_auto": { "fp32": { "answer": "3", "selected_family": "item_lookup" }, "int8_w8a8": { "answer": "3", "selected_family": "item_lookup" } } }, { "family": "math", "question": "Calculate item 1 unit price multiplied by quantity.", "expected_answer": "1800", "validated_answers": { "fp32": "1800", "int8_w8a8": "1800" }, "validated_auto": { "fp32": { "answer": "1800", "selected_family": "item_math" }, "int8_w8a8": { "answer": "1800", "selected_family": "item_math" } } } ], "additional_cases": [ { "case_type": "phone_digit_position", "family": "phone", "question": "What is the second number of the store's phone number?", "expected_answer": "5", "validated_answers": { "fp32": "5", "int8_w8a8": "5" }, "validated_auto": { "fp32": { "answer": "5", "selected_family": "phone" }, "int8_w8a8": { "answer": "5", "selected_family": "phone" } } } ] }, { "id": "receipt_ko", "language": "ko", "image": "receipt_ko.jpg", "image_sha256": "0c9e7b52a5205eddd7944046a6db35eac2b2034535bfef34edc23b666e41d5ff", "source_split": "synth/data/val", "source_id": "002267", "receipt": { "store": "착한 도매슈퍼마켓", "address": "의정부시 도봉구 엄치길 875", "phone": "911-3125", "items": [ { "name": "과일류", "unit_price": 100, "quantity": 4, "total": 400 }, { "name": "더블샷 녹차", "unit_price": 400, "quantity": 8, "total": 3200 } ] }, "cases": [ { "family": "phone", "question": "가게 전화번호는 무엇입니까?", "expected_answer": "9113125", "validated_answers": { "fp32": "9113125", "int8_w8a8": "9113125" }, "validated_auto": { "fp32": { "answer": "9113125", "selected_family": "phone" }, "int8_w8a8": { "answer": "9113125", "selected_family": "phone" } } }, { "family": "address", "question": "영수증의 가게 위치에서 도로명 뒤 숫자는 무엇입니까?", "expected_answer": "875", "validated_answers": { "fp32": "875", "int8_w8a8": "875" }, "validated_auto": { "fp32": { "answer": "875", "selected_family": "address" }, "int8_w8a8": { "answer": "875", "selected_family": "address" } } }, { "family": "store", "question": "가게 이름은 무엇입니까?", "expected_answer": "착한 도매슈퍼마켓", "validated_answers": { "fp32": "착한 도매슈퍼마켓", "int8_w8a8": "착한 도매슈퍼마켓" }, "validated_auto": { "fp32": { "answer": "착한 도매슈퍼마켓", "selected_family": "store" }, "int8_w8a8": { "answer": "착한 도매슈퍼마켓", "selected_family": "store" } } }, { "family": "item_row", "question": "1번째 품목명은 무엇입니까?", "expected_answer": "과일류", "validated_answers": { "fp32": "과일류", "int8_w8a8": "과일류" }, "validated_auto": { "fp32": { "answer": "과일류", "selected_family": "item_row" }, "int8_w8a8": { "answer": "과일류", "selected_family": "item_row" } } }, { "family": "item_math", "question": "품목 총합을 모두 더하면 얼마입니까?", "expected_answer": "3600", "validated_answers": { "fp32": "3600", "int8_w8a8": "3600" }, "validated_auto": { "fp32": { "answer": "3600", "selected_family": "item_math" }, "int8_w8a8": { "answer": "3600", "selected_family": "item_math" } } }, { "family": "item_lookup", "question": "과일류 개수는 몇 개입니까?", "expected_answer": "4", "validated_answers": { "fp32": "4", "int8_w8a8": "4" }, "validated_auto": { "fp32": { "answer": "4", "selected_family": "item_lookup" }, "int8_w8a8": { "answer": "4", "selected_family": "item_lookup" } } }, { "family": "math", "question": "1번째 품목의 가격 곱하기 개수는 얼마입니까?", "expected_answer": "400", "validated_answers": { "fp32": "400", "int8_w8a8": "400" }, "validated_auto": { "fp32": { "answer": "400", "selected_family": "item_math" }, "int8_w8a8": { "answer": "400", "selected_family": "item_math" } } } ], "additional_cases": [ { "case_type": "phone_digit_position", "family": "phone", "question": "가게 전화번호의 뒤에서 3번째 숫자는 무엇입니까?", "expected_answer": "1", "validated_answers": { "fp32": "1", "int8_w8a8": "1" }, "validated_auto": { "fp32": { "answer": "1", "selected_family": "phone" }, "int8_w8a8": { "answer": "1", "selected_family": "phone" } } } ] } ] }