Add model card

README.md

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+---
+license: apache-2.0
+tags: [gguf, ocr, document-understanding, pixtral, qwen3]
+base_model: lightonai/LightOnOCR-2-1B
+pipeline_tag: image-to-text
+language: [en, de, fr, es, it, pt, nl]
+---
+
+# LightOnOCR-2-1B — GGUF
+
+GGUF conversion of [lightonai/LightOnOCR-2-1B](https://huggingface.co/lightonai/LightOnOCR-2-1B) for [CrispEmbed](https://github.com/CrispStrobe/CrispEmbed).
+
+OCR Arena #2 (ELO 1697, 72% win rate). End-to-end document OCR — converts scans, PDFs, and photos to clean markdown.
+
+## Architecture
+
+| Component | Details |
+|-----------|---------|
+| Vision | Pixtral ViT (24L, 1024d, 2D RoPE, SiLU FFN) |
+| Projection | 2×2 spatial merge + 2-layer MLP + RMSNorm |
+| Decoder | Qwen3 (28L, 1024d, GQA 16/8, QK norm, SwiGLU) |
+| Total | 1006M params |
+| License | Apache 2.0 |
+
+## Available Formats
+
+| File | Format | Size |
+|------|--------|------|
+| `lightonocr-1b-f16.gguf` | F16 | 2218 MB |
+| `lightonocr-1b-q8_0.gguf` | Q8_0 | 1025 MB |
+| `lightonocr-1b-q4_k.gguf` | Q4_K | 622 MB |
+
+## Usage
+
+```bash
+crispembed -m lightonocr-1b-q4_k.gguf --ocr document.png
+```
+
+Auto-detected from GGUF architecture metadata (`lightonocr`).