Nanonets-OCR-s-AIO-GGUF

Nanonets-OCR-s is a state-of-the-art image-to-markdown OCR model that transforms complex documents into structured markdown with intelligent content recognition and semantic tagging. It goes beyond simple text extraction by accurately recognizing LaTeX equations, images, signatures, watermarks, checkboxes, and complex tables, making the output highly suitable for downstream processing by Large Language Models (LLMs). Built on the Qwen2.5-VL-3B Visual-Language Model and trained on over 250,000 diverse pages—including research papers, legal and financial documents, healthcare forms, and more—the model excels in preserving document structure and semantic context. It supports intelligent tagging of visual elements and special components, enabling efficient document understanding and automation in academic, legal, healthcare, and corporate workflows.

Model Files

File Name	Quant Type	File Size
Nanonets-OCR-s.f16.gguf	F16	6.18 GB
Nanonets-OCR-s.Q2_K.gguf	Q2_K	1.27 GB
Nanonets-OCR-s.Q3_K_L.gguf	Q3_K_L	1.71 GB
Nanonets-OCR-s.Q3_K_M.gguf	Q3_K_M	1.59 GB
Nanonets-OCR-s.Q3_K_S.gguf	Q3_K_S	1.45 GB
Nanonets-OCR-s.Q4_K_M.gguf	Q4_K_M	1.93 GB
Nanonets-OCR-s.Q4_K_S.gguf	Q4_K_S	1.83 GB
Nanonets-OCR-s.Q5_K_M.gguf	Q5_K_M	2.22 GB
Nanonets-OCR-s.Q5_K_S.gguf	Q5_K_S	2.17 GB
Nanonets-OCR-s.Q6_K.gguf	Q6_K	2.54 GB
Nanonets-OCR-s.Q8_0.gguf	Q8_0	3.29 GB
Nanonets-OCR-s.IQ4_XS.gguf	IQ4_XS	1.75 GB
Nanonets-OCR-s.i1-IQ1_M.gguf	i1-IQ1_M	850 MB
Nanonets-OCR-s.i1-IQ1_S.gguf	i1-IQ1_S	791 MB
Nanonets-OCR-s.i1-IQ2_M.gguf	i1-IQ2_M	1.14 GB
Nanonets-OCR-s.i1-IQ2_S.gguf	i1-IQ2_S	1.06 GB
Nanonets-OCR-s.i1-IQ2_XS.gguf	i1-IQ2_XS	1.03 GB
Nanonets-OCR-s.i1-IQ2_XXS.gguf	i1-IQ2_XXS	948 MB
Nanonets-OCR-s.i1-IQ3_M.gguf	i1-IQ3_M	1.49 GB
Nanonets-OCR-s.i1-IQ3_S.gguf	i1-IQ3_S	1.46 GB
Nanonets-OCR-s.i1-IQ3_XS.gguf	i1-IQ3_XS	1.39 GB
Nanonets-OCR-s.i1-IQ3_XXS.gguf	i1-IQ3_XXS	1.28 GB
Nanonets-OCR-s.i1-IQ4_NL.gguf	i1-IQ4_NL	1.83 GB
Nanonets-OCR-s.i1-IQ4_XS.gguf	i1-IQ4_XS	1.74 GB
Nanonets-OCR-s.i1-Q2_K.gguf	i1-Q2_K	1.27 GB
Nanonets-OCR-s.i1-Q2_K_S.gguf	i1-Q2_K_S	1.2 GB
Nanonets-OCR-s.i1-Q3_K_L.gguf	i1-Q3_K_L	1.71 GB
Nanonets-OCR-s.i1-Q3_K_M.gguf	i1-Q3_K_M	1.59 GB
Nanonets-OCR-s.i1-Q3_K_S.gguf	i1-Q3_K_S	1.45 GB
Nanonets-OCR-s.i1-Q4_0.gguf	i1-Q4_0	1.83 GB
Nanonets-OCR-s.i1-Q4_1.gguf	i1-Q4_1	2 GB
Nanonets-OCR-s.i1-Q4_K_M.gguf	i1-Q4_K_M	1.93 GB
Nanonets-OCR-s.i1-Q4_K_S.gguf	i1-Q4_K_S	1.83 GB
Nanonets-OCR-s.i1-Q5_K_M.gguf	i1-Q5_K_M	2.22 GB
Nanonets-OCR-s.i1-Q5_K_S.gguf	i1-Q5_K_S	2.17 GB
Nanonets-OCR-s.i1-Q6_K.gguf	i1-Q6_K	2.54 GB
Nanonets-OCR-s.mmproj-Q8_0.gguf	mmproj-Q8_0	845 MB
Nanonets-OCR-s.mmproj-f16.gguf	mmproj-f16	1.34 GB
imatrix.dat	imatrix	3.36 MB