image image | label class label | markdown string | inference_info string |
|---|---|---|---|
0Early History of A and M | [{"bbox": [737, 603, 1423, 755], "category": "Title", "text": "Early History"}, {"bbox": [1035, 775, 1124, 859], "category": "Text", "text": "of"}, {"bbox": [474, 941, 1677, 1029], "category": "Text", "text": "TEXAS A. AND M. COLLEGE"}, {"bbox": [928, 1110, 1221, 1219], "category": "Text", "text": "through"}, {"bbox": ... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [774, 95, 1305, 246], "category": "Text", "text": "Ex Libris"}, {"bbox": [526, 176, 1547, 1492], "category": "Picture"}, {"bbox": [698, 1319, 1425, 1489], "category": "Text", "text": "Louis A. Hactumy"}] | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [716, 624, 1444, 781], "category": "Title", "text": "Early History"}, {"bbox": [1014, 796, 1107, 884], "category": "Text", "text": "of"}, {"bbox": [446, 958, 1666, 1056], "category": "Text", "text": "TEXAS A. and M. COLLEGE"}, {"bbox": [896, 1132, 1205, 1242], "category": "Text", "text": "through"}, {"bbox": ... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [735, 2528, 1586, 2913], "category": "Text", "text": "Copyright, 1952\nBy\nThe Association of Former Students\nof\nTexas A. and M. College"}] | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [807, 392, 1298, 450], "category": "Section-header", "text": "FOREWORD"}, {"bbox": [197, 482, 1913, 1059], "category": "Text", "text": "The letters and papers in this booklet represent important parts and phases of the history of Texas A. and M. College. They themselves recount historical points which the rea... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [731, 106, 1567, 171], "category": "Page-header", "text": "A Part of the Beginning, 1871-1876"}, {"bbox": [113, 277, 616, 823], "category": "Picture"}, {"bbox": [731, 338, 1957, 640], "category": "Title", "text": "Department of State."}, {"bbox": [1197, 674, 1511, 783], "category": "Text", "text": "Austin,"},... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [821, 498, 1275, 559], "category": "Section-header", "text": "CONTENTS"}, {"bbox": [224, 668, 1871, 1139], "category": "Table", "text": "<table><tr><td>I. Of Administrators</td><td>9</td></tr><tr><td>II. Of Board Members</td><td>48</td></tr><tr><td>III. Of Staff Members</td><td>57</td></tr><tr><td>IV. Of Stud... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [665, 213, 1523, 404], "category": "Page-header", "text": "The Beginning Faculty\nand\nAnnouncement of Session 1877-878"}, {"bbox": [87, 571, 2114, 1091], "category": "Title", "text": "STATE AGRICULTURAL AND MECHANICAL COLLEGE"}, {"bbox": [883, 811, 1334, 893], "category": "Text", "text": "OF TEXAS."}, {"bbox... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [415, 506, 1783, 635], "category": "Title", "text": "Expenses for Session of Nine Months."}, {"bbox": [783, 711, 1409, 781], "category": "Section-header", "text": "FIRST TERM."}, {"bbox": [177, 787, 2021, 1253], "category": "Text", "text": "Matriculation Fee $20.00.\nBoard, 1/2-2 months, $12 per month 54.09.\... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [0, 0, 2156, 3608], "category": "Picture"}] | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [597, 1732, 1525, 1796], "category": "Text", "text": "OF ADMINISTRATORS"}] | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1142, 931, 1894, 997], "category": "Text", "text": "College Station, April 17, 1877."}, {"bbox": [291, 1058, 602, 1121], "category": "Text", "text": "My dear Sir:"}, {"bbox": [404, 1182, 2005, 1247], "category": "Text", "text": "I am in receipt of your esteemed favor of the 13th and reply at once."}, {"bbox"... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [646, 611, 1344, 681], "category": "Page-header", "text": "College Announcement, 1890"}, {"bbox": [118, 697, 1875, 2915], "category": "Picture"}, {"bbox": [1791, 3168, 1885, 3221], "category": "Page-footer", "text": "[11]"}] | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [476, 356, 1792, 529], "category": "Title", "text": "STATE\nAGRICULTURAL AND MECHANICAL COLLEGE\nOF TEXAS"}, {"bbox": [1211, 597, 1877, 721], "category": "Text", "text": "College Station, Brazos Co.,\nJuly 25, 1878."}, {"bbox": [270, 781, 550, 841], "category": "Text", "text": "Dear Louis,"}, {"bbox": [266, 8... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [77, 357, 1863, 543], "category": "Text", "text": "since you left. I took a three days jaunt to Galveston. The probabilities are that I shall not leave here any more during vacation. I find plenty to do to engage me profitably."}, {"bbox": [86, 576, 1863, 701], "category": "Text", "text": "It has rained almos... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [361, 384, 2035, 507], "category": "Text", "text": "the organization of the Faculty, and the re-arrangement of the course of study. This being so, I have ventured to inquire as above."}, {"bbox": [361, 542, 2035, 822], "category": "Text", "text": "The College is now in a crisis. Students after reading the new... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [324, 11, 1794, 131], "category": "Page-header", "text": "Letter of President Gathright to the Governor, 1879\n(Original manuscript found in the attic trunk of Major L. L. McInnis.)"}, {"bbox": [121, 161, 1869, 353], "category": "Title", "text": "State A. M. College of Texas."}, {"bbox": [647, 452, 1341, 515]... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [263, 107, 1985, 295], "category": "Page-header", "text": "State A. & M. College of Texas."}, {"bbox": [797, 392, 1458, 454], "category": "Text", "text": "PRESIDENT'S OFFICE."}, {"bbox": [171, 474, 643, 560], "category": "Text", "text": "THOS. S. GATHRIGHT, A. M.\nPRESIDENT."}, {"bbox": [675, 552, 1576, 677],... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [134, 103, 1863, 281], "category": "Page-header", "text": "State A. N. M. College of Texas."}, {"bbox": [675, 377, 1326, 438], "category": "Text", "text": "PRESIDENT'S OFFICE."}, {"bbox": [42, 471, 514, 514], "category": "Text", "text": "THOS. S. GATHRIGHT, A. M."}, {"bbox": [204, 524, 354, 551], "category": ... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [256, 92, 1973, 272], "category": "Page-header", "text": "State A. & M. College of Texas."}, {"bbox": [771, 366, 1453, 424], "category": "Page-header", "text": "PRESIDENT'S OFFICE."}, {"bbox": [154, 453, 648, 534], "category": "Page-header", "text": "THOS. S. GATHRIGHT, A. M.\nPRESIDENT."}, {"bbox": [677, 524... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [155, 123, 1858, 293], "category": "Page-header", "text": "State A. M. College of Texas."}, {"bbox": [687, 393, 1334, 451], "category": "Page-header", "text": "PRESIDENT'S OFFICE."}, {"bbox": [63, 483, 527, 564], "category": "Page-header", "text": "THOS. S. GATHRIGHT, A. M.\nPRESIDENT."}, {"bbox": [561, 552, ... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [214, 101, 1914, 281], "category": "Page-header", "text": "State A. & M. College of Texas."}, {"bbox": [737, 374, 1382, 436], "category": "Page-header", "text": "PRESIDENT'S OFFICE."}, {"bbox": [123, 461, 585, 503], "category": "Page-header", "text": "THOS. S. GATHRIGHT, A. M."}, {"bbox": [285, 512, 427, 540]... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [349, 1176, 1705, 1298], "category": "Caption", "text": "Letter of President Burleson to the Governor, 1879\n(Original letter found in the attic trunk of Major L. L. McInnis.)"}, {"bbox": [198, 1323, 1843, 2337], "category": "Picture"}, {"bbox": [1733, 3158, 1827, 3213], "category": "Page-footer", "text": "[2... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [765, 534, 1971, 713], "category": "Text", "text": "Wacoula Minus J. Las"}, {"bbox": [1125, 713, 1861, 824], "category": "Text", "text": "Nov 20. 1829"}, {"bbox": [175, 824, 1235, 977], "category": "Text", "text": "Hon. O. Me. Roberts"}, {"bbox": [885, 916, 1441, 1101], "category": "Text", "text": "Dear Sir,"... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [104, 334, 1995, 3335], "category": "Text", "text": "an incalculable blessing\nto Lucas and a grandfather\nin the civilisation of this age.\nWith Lucas here living in\nhospice that the Faculty of\nthe A. & E. College are incensed\nat the grasping the prophecies\nexpressed by John Elwood\nThey attach more impo... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [225, 326, 2073, 1285], "category": "Text", "text": "As a Lucas student I have looked forward to a great agricultural and mechanical college impact and not in name as an indispensable auxiliary to our pleasure as a state."}, {"bbox": [144, 1257, 2073, 3322], "category": "Text", "text": "But I have well nigh d... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [104, 535, 2057, 3084], "category": "Text", "text": "P. S. I congratulate you on joining the \"The Ken Houston State Annual School\". As better selections could have made man proper looper and Smuth. If there is to be a reorganization of the Faculty at Houston, I trust the same care will be used. And not as b... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1243, 381, 1898, 502], "category": "Text", "text": "College Station, Brazos Co.,\nJuly 2, 1879."}, {"bbox": [318, 530, 602, 581], "category": "Text", "text": "Dear Louis:"}, {"bbox": [318, 619, 2015, 798], "category": "Text", "text": "I received your letter yesterday P. M. and am greatly obliged. Hand had on... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [192, 401, 1832, 580], "category": "Text", "text": "resulted in good, and I am greatly obliged to Capt. Story for his good opinion. Col. Finlay wrote me quite an apologetic letter, to which I responded in proper terms."}, {"bbox": [192, 592, 1832, 767], "category": "Text", "text": "I have not been to town sin... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [361, 375, 2045, 504], "category": "Text", "text": "Mrs. Gathright is cooking a little meat and bread—that is all. The evil hour is upon us and we are meeting it as we can."}, {"bbox": [357, 515, 2045, 870], "category": "Text", "text": "I went into the school room and found all manner of books and students, f... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [185, 413, 1851, 533], "category": "Text", "text": "but I don't believe it will be as large an increase as some have supposed.\n\"The cows come slowly home.\""}, {"bbox": [185, 548, 1851, 668], "category": "Text", "text": "Give my best compliments to Sbisa, Kellner, & Gartner. God bless you."}, {"bbox": [1067... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [388, 393, 2054, 633], "category": "Text", "text": "returning to Miss. and shall establish a school at Palestine or fail. I have made preliminary arrangements and unless there is some fly in the lock will move there in the summer. It will take me some time to build up the school but I shall try—unless I see s... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [141, 375, 1835, 496], "category": "Text", "text": "you see him—to Stoddard (big man). Both were my friends in trouble—\nI never forget—Sometimes forgive."}, {"bbox": [141, 519, 1835, 699], "category": "Text", "text": "\"All's well that ends well.\" I carried Jeems & Charles, Bull & the Parson, Bessie & Rogan... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1171, 391, 1921, 449], "category": "Text", "text": "Henderson, Texas, Mar. 9, 1880."}, {"bbox": [381, 474, 650, 528], "category": "Text", "text": "Dear Louis,"}, {"bbox": [381, 550, 2031, 954], "category": "Text", "text": "I received your letter some days ago, and assure you I was glad to hear from you. I wa... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [732, 385, 1291, 436], "category": "Section-header", "text": "PRESIDENT'S OFFICE"}, {"bbox": [183, 475, 774, 586], "category": "Text", "text": "Thos. S. Gathright, A.M.,\nPresident."}, {"bbox": [958, 713, 1724, 777], "category": "Text", "text": "Henderson, Texas, Apr. 16, 1880."}, {"bbox": [183, 805, 446, 859... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [362, 408, 2013, 529], "category": "Text", "text": "I have to recall any disagreeable incident in my relations with Mr. Minturn. He is a good old man."}, {"bbox": [1238, 554, 1903, 676], "category": "Text", "text": "Truly your friend,\n(Signed) Thos. S. Gathright."}, {"bbox": [362, 678, 1086, 901], "category"... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [165, 393, 1837, 514], "category": "Text", "text": "I must request you to give him the back room downstairs, unless one of you prefer to take it as a bed-room, & exchange with Prof. Van W."}, {"bbox": [1144, 539, 1725, 705], "category": "Text", "text": "Very respectfully,\n(Signed) Jno. G. James\nPresdt."}, {... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [372, 396, 2025, 792], "category": "Text", "text": "propose to waste good money on people who had enough already to keep themselves in clean linen. Col. James seems to be seriously considering the matter; mention it to Van Winkle and see if he won't join in the execution of the plan to take from our faculty t... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [829, 428, 1725, 494], "category": "Text", "text": "College Station, Texas, Aug. 20, 1882."}, {"bbox": [171, 533, 643, 595], "category": "Text", "text": "My dear McInnis —"}, {"bbox": [168, 632, 1841, 1087], "category": "Text", "text": "As you are now on your travels among the Thousand Islands and other stran... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [324, 418, 2031, 540], "category": "Text", "text": "expectations, and the cool ignoring of the same! You and I will I hope be colleagues in the A. & M. C. yet for some time."}, {"bbox": [328, 554, 2035, 721], "category": "Text", "text": "Prof. Georgeson has gone to Sherman—scared by the yellow fever. Col. Col... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [184, 411, 1864, 815], "category": "Text", "text": "of nurse, cook, housekeeper, general messenger and man of all work. Bringhurst is very helpful and kind. You may congratulate yourself on being anywhere but here at this time. However Mrs. D. is better this morning and I hope to get all hands up to the trave... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1393, 428, 1929, 551], "category": "Text", "text": "College Station, Texas,\nJuly 9th. 1885."}, {"bbox": [348, 575, 836, 691], "category": "Text", "text": "Prof. L. L. McInnis,\nForest, Miss."}, {"bbox": [348, 723, 651, 781], "category": "Text", "text": "Dear Friend,"}, {"bbox": [344, 813, 2045, 1554], "cate... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [187, 412, 1865, 815], "category": "Text", "text": "to the purity of my conduct as a gentleman and an official during the six years nearly which I spent at the College. During that time I have been Prof., Act. Pres., President, Treasurer, and under trying ordeals. I can stand before any tribunal and assert wi... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [363, 397, 2065, 522], "category": "Text", "text": "our regards, and regrets that this ends the volume. But there may be a sequel."}, {"bbox": [363, 533, 2065, 822], "category": "Text", "text": "Remember us to Capt. Womack & family. There is no treachery in his family. Let me hear from you soon & it will give... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [915, 404, 1755, 464], "category": "Text", "text": "Wichita Falls, Tex. Decr. 14, 1885."}, {"bbox": [186, 475, 684, 527], "category": "Text", "text": "Prof. L. L. McInnis:"}, {"bbox": [186, 551, 1868, 671], "category": "Text", "text": "Dear Sir: Your letter duly to hand. Am sorry to hear of your injury to you... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [355, 417, 2042, 653], "category": "Text", "text": "consistent Christian life, and her sufferings, which were great, were borne with the greatest cheerfulness and resignation. We feel that she is far better off, and as much as we regret her departure, we cannot wish her back again to all the suffering she had... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1036, 385, 1733, 451], "category": "Text", "text": "Orange, N. J. July 25, 1886."}, {"bbox": [175, 483, 664, 658], "category": "Text", "text": "Prof. L. L. McInnis,\nForest,\nMississippi."}, {"bbox": [175, 683, 526, 740], "category": "Text", "text": "Dear Professor,"}, {"bbox": [175, 769, 1851, 1452], "categ... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1105, 402, 1937, 464], "category": "Text", "text": "San Antonio, Texas, Aug. 26, 1886."}, {"bbox": [382, 494, 804, 553], "category": "Text", "text": "My dear McInnis:"}, {"bbox": [378, 584, 2053, 1043], "category": "Text", "text": "Your last letter came just as I was getting on the train to leave the College... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [171, 394, 1848, 846], "category": "Text", "text": "satisfied that he will not only keep up with the second class but will not be the hindmost one. He is daring and high strung & may need advice. I hope all this from you & my friends there. I would like for him to have a good room mate as that would have a go... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [766, 1671, 1661, 1735], "category": "Section-header", "text": "OF BOARD MEMBERS"}] | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [921, 418, 1731, 481], "category": "Text", "text": "Bryan, Texas, November 23, 1879."}, {"bbox": [171, 509, 491, 561], "category": "Text", "text": "Prof. McInnis"}, {"bbox": [171, 602, 379, 653], "category": "Text", "text": "Dear Sir:"}, {"bbox": [171, 691, 1846, 800], "category": "Text", "text": "Your resign... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [372, 426, 2054, 832], "category": "Text", "text": "would be best for us to do so.—I very much fear that the repeated meetings of the Board have taken enough of the funds to make it a little doubtful whether all the professors at the College will get the full amount coming to them—If you show yourself fully q... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [165, 421, 1841, 823], "category": "Text", "text": "opportunity. I think with its present faculty & the new Board of Directors the College has before it a bright future. I shall watch its career with the same affectionate solicitation that a father would a most devoted child. I want you all to get along well ... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] | |
0Early History of A and M | [{"bbox": [1178, 416, 1938, 474], "category": "Text", "text": "New Braunfels, Nov. 18, 1884."}, {"bbox": [365, 509, 782, 562], "category": "Text", "text": "Prof. L. McInnis."}, {"bbox": [365, 600, 581, 651], "category": "Text", "text": "Dear Sir:"}, {"bbox": [365, 687, 2056, 1033], "category": "Text", "text": "In reply... | [{"model_id": "rednote-hilab/dots.mocr", "model_name": "dots.mocr", "column_name": "markdown", "timestamp": "2026-06-24T10:38:53.771079", "prompt_mode": "layout-all", "temperature": 0.1, "top_p": 0.9, "max_tokens": 24000}] |
End of preview. Expand in Data Studio
Document OCR using dots.mocr
This dataset contains OCR results from images in markbaggett/amc-books using dots.mocr, a 3B multilingual model with SOTA document parsing and SVG generation.
Processing Details
- Source Dataset: markbaggett/amc-books
- Model: rednote-hilab/dots.mocr
- Number of Samples: 303
- Processing Time: 78.1 min
- Processing Date: 2026-06-24 10:40 UTC
Configuration
- Image Column:
image - Output Column:
markdown - Dataset Split:
train - Batch Size: 16
- Prompt Mode: layout-all
- Max Model Length: 24,000 tokens
- Max Output Tokens: 24,000
- GPU Memory Utilization: 90.0%
Model Information
dots.mocr is a 3B multilingual document parsing model that excels at:
- 100+ Languages — Multilingual document support
- Table extraction — Structured data recognition
- Formulas — Mathematical notation preservation
- Layout-aware — Reading order and structure preservation
- Web screen parsing — Webpage layout analysis
- Scene text spotting — Text detection in natural scenes
- SVG code generation — Charts, UI layouts, scientific figures to SVG
Dataset Structure
The dataset contains all original columns plus:
markdown: The extracted text in markdown formatinference_info: JSON list tracking all OCR models applied to this dataset
Usage
from datasets import load_dataset
import json
# Load the dataset
dataset = load_dataset("{output_dataset_id}", split="train")
# Access the markdown text
for example in dataset:
print(example["markdown"])
break
# View all OCR models applied to this dataset
inference_info = json.loads(dataset[0]["inference_info"])
for info in inference_info:
print(f"Column: {info['column_name']} - Model: {info['model_id']}")
Reproduction
This dataset was generated using the uv-scripts/ocr dots.mocr script:
uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/dots-mocr.py \
markbaggett/amc-books \
<output-dataset> \
--image-column image \
--batch-size 16 \
--prompt-mode layout-all \
--max-model-len 24000 \
--max-tokens 24000 \
--gpu-memory-utilization 0.9
Generated with UV Scripts
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