Lightonocr GGUF

--- 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`). ## Provenance and EU AI Act Art. 53 note - **Upstream model:** [lightonai/LightOnOCR-2-1B](https://huggingface.co/lightonai/LightOnOCR-2-1B) — published by `lightonai`. - **Upstream licence:** `apache-2.0`. This repository redistributes under the same terms; it grants no rights the upstream licence does not. - **What was done here:** format conversion and/or quantisation only (GGUF). No training, no fine-tuning, no merging, no distillation, no change to architecture, vocabulary or capability. Only the numeric representation of the upstream weights differs. - **Training data:** documented — where it is documented at all — by the upstream provider; see the upstream model card. No training data was used, added or selected by this repository. - **Provider status:** under Regulation (EU) 2024/1689 the upstream authors remain the provider of this model. Converting the serialisation format does not make this repository the provider of a new general-purpose AI model, and no such claim is made. Questions about training content, copyright policy or model capability belong upstream.

Source context: 136 downloads · 0 likes · Pipeline image-to-text · Repo cstr/lightonocr-GGUF

Source context: 289 downloads · 0 likes · Pipeline image-to-text · Repo cstr/lightonocr-GGUF