A GGUF conversion of
docling-project/docling-layout-heron
, an RT-DETRv2 document layout detector. It finds the regions of a page with their bounds and confidence, across 17 classes: caption, footnote, formula, list item, page footer, page header, picture, section header, table, text, title, document index, code, checkbox (selected and unselected), form and key-value region.
This file runs on LM-Kit.NET's graph runner (architecture
lmkit-layout-rtdetr
), on the CPU or a GPU, in full F32 precision. It is not a llama.cpp language model.
Input: 640 x 640 RGB. Parameters: 42.1M. Converter revision 1, from the upstream weights with SHA-256
59c81a3a2923042d85034ffc487f8f47e4854117e879aef89b2b9f728fb4922a
.
Usage with LM-Kit.NET
using LMKit.Model;
LM layoutModel = LM.LoadFromModelID("docling-layout-heron");
// layoutModel.HasLayoutDetection == true
License and attribution
Apache-2.0, as the upstream model. Credit goes to the Docling project. If you use this model, please cite the upstream works:
Livathinos et al., "Advanced Layout Analysis Models for Docling", 2025, arXiv:2509.11720.
Deep Search Team, "Docling Technical Report", 2024, arXiv:2408.09869.
Runs of lm-kit docling-layout-heron-gguf on huggingface.co
439
Total runs
0
24-hour runs
12
3-day runs
12
7-day runs
12
30-day runs
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