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Image Captioning

Detailed descriptions, alt-text generation, and visual summarization.

OCR & Extraction

Text recognition, form parsing, and document digitization.

Visual Reasoning

Scene understanding, spatial relations, and visual Q&A.

Continuous Capture

Always-on activity recognition and scene monitoring on-device.

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LFM2.5 Models   Latest release

LFM2.5-VL builds on LFM2-VL with extended reinforcment learning training for higher performance while maintaining the same architecture and deployment footprint.

LFM2.5-VL-1.6B

1.6B · RecommendedBest vision model for most use cases. Fast and accurate.

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LFM2 Models

LFM2-VL-3B

3BHighest-capacity multimodal model with enhanced visual reasoning.

LFM2-VL-1.6B

1.6B · DeprecatedUse the new LFM2.5-VL-1.6B checkpoint instead.

LFM2-VL-450M

450M · FastestCompact multimodal model for edge deployment and fast inference.