| --- |
| 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`). |
| |
