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Model: anthonym21/dots.ocr-GGUF Source: Original Platform
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Dots.Ocr-1.8B-F16.gguf filter=lfs diff=lfs merge=lfs -text
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Dots.Ocr-1.8B-F16.gguf
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Dots.Ocr-1.8B-F16.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:240c5e89509d84e25c139caf512aa28677b8d0d7f00a54ce5029f075087ec236
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size 3560414496
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Dots.Ocr-1.8B-Q8_0.gguf
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Dots.Ocr-1.8B-Q8_0.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:ff26644c550a9d51616e3aabafbcde2432812781e5c377ee13319e3486f6579c
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size 1894530336
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README.md
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README.md
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---
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license: mit
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base_model: rednote-hilab/dots.ocr
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tags:
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- gguf
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- ocr
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- llama-cpp
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- vision
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- image-to-text
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language:
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- en
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- zh
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- multilingual
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---
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# dots.ocr GGUF
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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).
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## Files
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| File | Size | Description |
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|---|---|---|
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| Dots.Ocr-1.8B-Q8_0.gguf | 1.8 GB | Text model, 8-bit quantized |
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| Dots.Ocr-1.8B-F16.gguf | 3.4 GB | Text model, float16 |
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| mmproj-Dots.Ocr-F16.gguf | 2.4 GB | Vision encoder (mmproj), float16 |
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## Update
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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.
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Current llama.cpp fork with DotsOCR support and the compatibility fix:
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- [anthony-maio/llama.cpp](https://github.com/anthony-maio/llama.cpp)
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## Architecture
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dots.ocr = Qwen2 text backbone (1.7B params, 28 layers) + modified Qwen2-VL vision encoder (1.2B params, 42 layers).
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Key differences from Qwen2-VL:
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- Text model is standard Qwen2 with 1D RoPE (not M-RoPE)
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- Vision uses RMSNorm, SiLU gated MLP, Conv2D patches, no attention bias
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- 2D M-RoPE internal to vision encoder only
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## Usage with llama.cpp
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Requires a llama.cpp build with DotsOCR support. At the moment, use:
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- [anthony-maio/llama.cpp](https://github.com/anthony-maio/llama.cpp)
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Single-image example on Windows:
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```powershell
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llama-mtmd-cli.exe `
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-m .\Dots.Ocr-1.8B-Q8_0.gguf `
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--mmproj .\mmproj-Dots.Ocr-F16.gguf `
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--image .\page.png `
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-p "Extract all text from this image and preserve structure in markdown." `
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--ctx-size 131072 `
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-n 4096 `
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--temp 0 `
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--jinja
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```
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Equivalent server launch:
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```powershell
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llama-server.exe `
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-m .\Dots.Ocr-1.8B-Q8_0.gguf `
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--mmproj .\mmproj-Dots.Ocr-F16.gguf `
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--port 8111 `
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--host 0.0.0.0 `
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--ctx-size 131072 `
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-n 4096 `
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--temp 0 `
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--jinja
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```
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3
mmproj-Dots.Ocr-F16.gguf
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3
mmproj-Dots.Ocr-F16.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:b65a1db58db75f6d1ae900a4cb80772c4c0fabfaf261439e4c4ab965f6970de8
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size 2524495808
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