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Card: links and online demo section

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  - cpu
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  ---
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  # docparse: a very small document parser
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-
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- - **Try it:** [huggingface.co/spaces/Kedhareswer/docparse](https://huggingface.co/spaces/Kedhareswer/docparse) (drop a PDF, image, Word, Excel, CSV or PowerPoint file)
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- - **Weights and code:** [huggingface.co/Kedhareswer/docparse](https://huggingface.co/Kedhareswer/docparse): `artifacts/docparse/ocr.pt` (6.0 MB), the `docparse` package, benchmark reports and tests
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- - **Source:** [github.com/Kedhareswer/ML-AI](https://github.com/Kedhareswer/ML-AI) (`reasoning_harness/`)
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-
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  `docparse` extracts **everything** from a document (text, headings, paragraphs,
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  lists, tables, sheets, formulas, headers/footers, metadata and figure positions)
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  an OCR `confidence`. Excel sheets also list formulas, merged ranges, charts and
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  images under `sheets`.
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  ## Train or fine-tune your own
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  ```bash
 
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  - cpu
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  ---
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  # docparse: a very small document parser
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+
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+ - **Try it:** [huggingface.co/spaces/Kedhareswer/docparse](https://huggingface.co/spaces/Kedhareswer/docparse) (drop a PDF, image, Word, Excel, CSV or PowerPoint file)
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+ - **Weights and code:** [huggingface.co/Kedhareswer/docparse](https://huggingface.co/Kedhareswer/docparse): `artifacts/docparse/ocr.pt` (6.0 MB), the `docparse` package, benchmark reports and tests
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+ - **Source:** [github.com/Kedhareswer/ML-AI](https://github.com/Kedhareswer/ML-AI) (`reasoning_harness/`)
 
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  `docparse` extracts **everything** from a document (text, headings, paragraphs,
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  lists, tables, sheets, formulas, headers/footers, metadata and figure positions)
 
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  an OCR `confidence`. Excel sheets also list formulas, merged ranges, charts and
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  images under `sheets`.
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+ ## Online demo
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+
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+ The [Space](https://huggingface.co/spaces/Kedhareswer/docparse) runs the same
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+ `docparse ui` server and weights. Files up to 40 MB, one at a time. LibreOffice
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+ is installed there, so `.doc`, `.rtf`, `.odt`, `.xls`, `.ods`, `.ppt`, `.pptx`
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+ and `.odp` work too. It runs on Hugging Face's free ZeroGPU hardware with all
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+ inference on CPU (the app registers an unused `@spaces.GPU` function because
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+ ZeroGPU will not start without one). Measured there: Word, Excel and CSV files
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+ about 1 s, an 11-page text-layer PDF 3.5 s, a 14-page slide PDF 13 s, a page
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+ image read by OCR 2.5 s. Uploaded files are written to a temporary folder for
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+ the extraction and deleted right after. The Space build is
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+ `scripts/make_hf_docparse.sh`.
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+
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  ## Train or fine-tune your own
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  ```bash