# LightOnOCR 2 1B GGUF

URL: https://interfaze.ai/models/noctrexlightonocr-2-1b-gguf

[All models](https://interfaze.ai/models)

LightOnOCR 2 1B GGUF by noctrex, a image-to-text model with OCR capabilities. Understand and compare OCR features, benchmarks, and capabilities.

## Comparison

| Feature | LightOnOCR 2 1B GGUF | Interfaze |
| --- | --- | --- |
| Input Modalities | image | image, text, audio, video, document |
| Native OCR | Yes | Yes |
| Long Document Processing | No | Yes |
| Language Support | unknown | 162+ |
| Native Speech-to-Text | No | Yes |
| Native Object Detection | No | Yes |
| Guardrail Controls | No | Yes |
| Context Input Size | unknown | 1M |
| Tool Calling | No | Tool calling supported + built in browser, code execution and web search |

### OCR Capabilities

| Feature | LightOnOCR 2 1B GGUF | Interfaze |
| --- | --- | --- |
| Text Bounding Boxes | No | Yes |
| Confidence Scores | No | Yes |
| Dense Image Processing | No | Yes |
| Low Quality Images | No | Yes |
| Handwritten Text | No | Yes |
| Charts, Tables & Equations | No | Yes |

### Scaling

| Feature | LightOnOCR 2 1B GGUF | Interfaze |
| --- | --- | --- |
| Scaling | Self-hosted/Provider-hosted with quantization | Unlimited |

[Try Interfaze](https://interfaze.ai/dashboard)[Read the Docs](https://interfaze.ai/docs)

View model card on [Hugging Face](https://huggingface.co/noctrex/LightOnOCR-2-1B-GGUF)

This are the quantizations of the model [LightOnOCR-2-1B](https://huggingface.co/lightonai/LightOnOCR-2-1B)

Try to use the best quality you can run.

Quality order: BF16 > F16 > Q8\_0 > Q6\_K > Q5\_K\_M > IQ4\_NL > IQ4\_XS > Q4\_K\_M

For the mmproj, try to use the F32 version as it will produce the best results.  
Quality order: F32 > BF16 > F16

## Want more deterministic results?

[Try Interfaze](https://interfaze.ai/dashboard)[Read the Docs](https://interfaze.ai/docs)