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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

modalityAllTextImageAudioTabularVideo
taskAllText generationQuestion answeringImage classificationSpeech
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01mehdigououiad /permis-ocr-nuextract3 NuExtract3 on mehdigououiad/permis-ocr-bench This dataset contains outputs from mehdigououiad/permis-ocr-bench processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: mehdigououiad/permis-ocr-bench Model: numind/NuExtract3 Mode: markdown Number of Samples: 2 Processing Time: 4.4 min Processing Date: 2026-08-11 13:55 UTC Configuration Image Column: image Output Column: markdown Dataset… See the full description on the dataset page: https://huggingface.co/datasets/mehdigououiad/permis-ocr-nuextract3.imagen<1K0 likes21 downloads2mo agoHugging Face02stephenmcconnachie /0004-pdf-nuextract3 NuExtract3 on stephenmcconnachie/0004-pdf-pages-test This dataset contains outputs from stephenmcconnachie/0004-pdf-pages-test processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: stephenmcconnachie/0004-pdf-pages-test Model: numind/NuExtract3 Mode: structured-extraction Number of Samples: 50 Processing Time: 4.8 min Processing Date: 2026-06-20 10:04 UTC Configuration Image Column:… See the full description on the dataset page: https://huggingface.co/datasets/stephenmcconnachie/0004-pdf-nuextract3.imagen<1K0 likes20 downloads3mo agoHugging Face03davanstrien /doab-nuextract3-smoke-output NuExtract3 on davanstrien/doab-nuextract3-smoke-input This dataset contains outputs from davanstrien/doab-nuextract3-smoke-input processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: davanstrien/doab-nuextract3-smoke-input Model: numind/NuExtract3 Mode: structured-extraction Number of Samples: 50 Processing Time: 5.3 min Processing Date: 2026-05-21 09:35 UTC Configuration Image… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/doab-nuextract3-smoke-output.imagen<1K1 likes19 downloads4mo agoHugging Face04davanstrien /ocr-bench-britannica-nuextract3-sweep OCR Bench Results: ocr-bench-britannica VLM-as-judge pairwise evaluation of OCR models. Rankings depend on document type — there is no single best OCR model. Leaderboard Rank Model Params ELO 95% CI Wins Losses Ties Win% 1 glm-ocr 1556 1513–1599 116 78 0 60% 2 lighton-ocr-2 1538 1496–1580 99 76 0 57% 3 nuextract3 1532 1495–1573 104 82 7 54% 4 nuextract3-t0rep 1491 1451–1531 91 97 6 47% 5 nuextract3-think 1383 1334–1427 57 134 3 29%… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/ocr-bench-britannica-nuextract3-sweep.tabularn<1K0 likes15 downloads4mo agoHugging Face05davanstrien /nuextract3-extract-smoke NuExtract3 on davanstrien/ufo-ColPali This dataset contains outputs from davanstrien/ufo-ColPali processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: davanstrien/ufo-ColPali Model: numind/NuExtract3 Mode: structured-extraction Number of Samples: 5 Processing Time: 4.3 min Processing Date: 2026-05-19 17:54 UTC Configuration Image Column: image Output Column: extraction Dataset Split: train… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-extract-smoke.imagen<1K0 likes12 downloads4mo agoHugging Face06davanstrien /nuextract3-nls-cards-extract-smoke NuExtract3 on NationalLibraryOfScotland/nls-index-cards-object-detection This dataset contains outputs from NationalLibraryOfScotland/nls-index-cards-object-detection processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: NationalLibraryOfScotland/nls-index-cards-object-detection Model: numind/NuExtract3 Mode: structured-extractionNumber of Samples: 5 Processing Time: 4.5 min Processing Date: 2026-05-19… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-nls-cards-extract-smoke.imagen<1K0 likes12 downloads4mo agoHugging Face07davanstrien /nuextract3-cards-verbose NuExtract3 on davanstrien/nls-index-cards-only This dataset contains outputs from davanstrien/nls-index-cards-only processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: davanstrien/nls-index-cards-only Model: numind/NuExtract3 Mode: structured-extraction Number of Samples: 49 Processing Time: 5.9 min Processing Date: 2026-05-20 09:11 UTC Configuration Image Column: image Output Column:… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-cards-verbose.imagen<1K0 likes12 downloads4mo agoHugging Face08davanstrien /nuextract3-cards-terse NLS Advocates Library index cards → structured JSON (NuExtract3) Demo output: scanned manuscript index cards from the National Library of Scotland's Advocates Library, run through NuExtract3 (4B, Apache-2.0) for schema-guided structured extraction. Each row pairs the card image with extraction — the JSON the model returned for that card. How it was made Input: NationalLibraryOfScotland/nls-index-cards-object-detection, filtered to the 49 pages that contain a card… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-cards-terse.imagen<1K3 likes11 downloads4mo agoHugging Face09davanstrien /nuextract3-md-smoke NuExtract3 on davanstrien/ufo-ColPali This dataset contains outputs from davanstrien/ufo-ColPali processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: davanstrien/ufo-ColPali Model: numind/NuExtract3 Mode: markdown Number of Samples: 5 Processing Time: 4.5 min Processing Date: 2026-05-19 17:44 UTC Configuration Image Column: image Output Column: markdown Dataset Split: train Temperature: 0.2… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-md-smoke.imagen<1K0 likes10 downloads4mo agoHugging Face10Geraldine /humatheque-vlm-pred-nuextract3imagen<1K0 likes10 downloads2mo agoHugging Face11davanstrien /nuextract3-nls-bucket-smoke NuExtract3 on NationalLibraryOfScotland/nls-index-cards-object-detection This dataset contains outputs from NationalLibraryOfScotland/nls-index-cards-object-detection processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: NationalLibraryOfScotland/nls-index-cards-object-detection Model: numind/NuExtract3 Mode: structured-extractionNumber of Samples: 5 Processing Time: 4.4 min Processing Date: 2026-05-20… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-nls-bucket-smoke.imagen<1K0 likes9 downloads4mo agoHugging Face12davanstrien /bpl-shelf-list-nuextract3 NuExtract3 on davanstrien/bpl-shelf-list-sample This dataset contains outputs from davanstrien/bpl-shelf-list-sample processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: davanstrien/bpl-shelf-list-sample Model: numind/NuExtract3 Mode: structured-extraction Number of Samples: 120 Processing Time: 5.1 min Processing Date: 2026-05-21 10:05 UTC Configuration Image Column: image Output Column:… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/bpl-shelf-list-nuextract3.imagen<1K0 likes9 downloads4mo agoHugging Face13davanstrien /nuextract3-nls-v2schema-smoke NuExtract3 on NationalLibraryOfScotland/nls-index-cards-object-detection This dataset contains outputs from NationalLibraryOfScotland/nls-index-cards-object-detection processed with NuExtract3, a 4B vision-language model for document understanding. Processing Details Source Dataset: NationalLibraryOfScotland/nls-index-cards-object-detection Model: numind/NuExtract3 Mode: structured-extractionNumber of Samples: 5 Processing Time: 4.4 min Processing Date: 2026-05-19… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/nuextract3-nls-v2schema-smoke.imagen<1K0 likes5 downloads4mo agoHugging Face14NM-dev /NuExtract3.4_27B-SFT_predictionstabular10K<n<100K1 likes4 downloads4mo agoHugging Face15davanstrien /doab-nuextract3-smoke-inputimagen<1K0 likes3 downloads4mo agoHugging Face

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