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| HeOCR R4d Hebrew document segmentation model | |
| Copyright (c) 2026 HeOCR maintainers | |
| This model (heocr-r4d-segmentation.safetensors, trained as | |
| best_0.8618.safetensors, sha256 | |
| d32cd1a8efe7354445ccfea76551cc9943ca05792c332b5865f9bec985fe7bf7) is | |
| licensed under the Apache License, Version 2.0. See LICENSE. | |
| It was trained from scratch. No third-party model weights were loaded. | |
| Software | |
| -------- | |
| The model was trained with, and runs in, kraken / ketos 7.0.2 | |
| (https://github.com/mittagessen/kraken), licensed under the Apache License, | |
| Version 2.0. The model file uses kraken's safetensors format and records | |
| ketos's default segmentation network definition (VGSL). It contains no kraken | |
| code. | |
| Training data | |
| ------------- | |
| The training data is synthetic: page images rendered by hocrsyngen | |
| (https://github.com/HeOCR/hocrsyngen, MIT License). | |
| Fonts. The page images were rendered in these two fonts. The model contains | |
| no font data, and the fonts are not distributed with it. They are credited | |
| here: | |
| - Alef, Copyright (c) 2012, HaGilda & Mushon Zer-Aviv, with Reserved Font | |
| Name Alef. Licensed under the SIL Open Font License, Version 1.1. | |
| - Gveret Levin, Copyright 2024 The Gveret Levin Project Authors. Licensed | |
| under the SIL Open Font License, Version 1.1. | |
| Text. The rendered text is original text authored by AI agents (Claude Opus | |
| 5.5 sessions run in Claude Code) for HeOCR. It is the hocrsyngen corpus | |
| S10b. No third-party text is included. The corpus is | |
| dedicated to the public domain under CC0 1.0 Universal (see hocrsyngen | |
| src/hocrsyngen/data/synthetic/texts/LICENSE-CC0-1.0.txt and hocrsyngen | |
| ADR 0008). | |