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Model: anthonym21/dots.ocr-GGUF
Source: Original Platform

.gitattributes

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+Dots.Ocr-1.8B-F16.gguf filter=lfs diff=lfs merge=lfs -text
+Dots.Ocr-1.8B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+mmproj-Dots.Ocr-F16.gguf filter=lfs diff=lfs merge=lfs -text

Dots.Ocr-1.8B-F16.gguf

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Dots.Ocr-1.8B-Q8_0.gguf

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README.md

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+---
+license: mit
+base_model: rednote-hilab/dots.ocr
+tags:
+  - gguf
+  - ocr
+  - llama-cpp
+  - vision
+  - image-to-text
+language:
+  - en
+  - zh
+  - multilingual
+---
+
+# dots.ocr GGUF
+
+GGUF conversions of [rednote-hilab/dots.ocr](https://huggingface.co/rednote-hilab/dots.ocr) for use with [llama.cpp](https://github.com/ggml-org/llama.cpp).
+
+## Files
+
+| File | Size | Description |
+|---|---|---|
+| Dots.Ocr-1.8B-Q8_0.gguf | 1.8 GB | Text model, 8-bit quantized |
+| Dots.Ocr-1.8B-F16.gguf | 3.4 GB | Text model, float16 |
+| mmproj-Dots.Ocr-F16.gguf | 2.4 GB | Vision encoder (mmproj), float16 |
+
+## Update
+
+On March 23, 2026, `mmproj-Dots.Ocr-F16.gguf` was regenerated from a corrected DotsOCR converter. The text GGUF files did not change. If you downloaded the `mmproj` earlier, refresh that file.
+
+Current llama.cpp fork with DotsOCR support and the compatibility fix:
+
+- [anthony-maio/llama.cpp](https://github.com/anthony-maio/llama.cpp)
+
+## Architecture
+
+dots.ocr = Qwen2 text backbone (1.7B params, 28 layers) + modified Qwen2-VL vision encoder (1.2B params, 42 layers).
+
+Key differences from Qwen2-VL:
+- Text model is standard Qwen2 with 1D RoPE (not M-RoPE)
+- Vision uses RMSNorm, SiLU gated MLP, Conv2D patches, no attention bias
+- 2D M-RoPE internal to vision encoder only
+
+## Usage with llama.cpp
+
+Requires a llama.cpp build with DotsOCR support. At the moment, use:
+
+- [anthony-maio/llama.cpp](https://github.com/anthony-maio/llama.cpp)
+
+Single-image example on Windows:
+
+```powershell
+llama-mtmd-cli.exe `
+  -m .\Dots.Ocr-1.8B-Q8_0.gguf `
+  --mmproj .\mmproj-Dots.Ocr-F16.gguf `
+  --image .\page.png `
+  -p "Extract all text from this image and preserve structure in markdown." `
+  --ctx-size 131072 `
+  -n 4096 `
+  --temp 0 `
+  --jinja
+```
+
+Equivalent server launch:
+
+```powershell
+llama-server.exe `
+  -m .\Dots.Ocr-1.8B-Q8_0.gguf `
+  --mmproj .\mmproj-Dots.Ocr-F16.gguf `
+  --port 8111 `
+  --host 0.0.0.0 `
+  --ctx-size 131072 `
+  -n 4096 `
+  --temp 0 `
+  --jinja
+```

mmproj-Dots.Ocr-F16.gguf

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