huggingface.co··guide

SOTA OCR with Core ML and dots.ocr

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Key Takeaway

The blog details a three-part conversion from PyTorch to Core ML, using torch.export and coremltools. The vision encoder (1.2B NaViT) is run on the Neural Engine via Core ML, while the Qwen2.5-1.5B backbone runs on GPU via MLX. The process highlights power efficiency gains (12x vs CPU) and provides a downloadable converted model for developers targeting on-device AI.

AI Summary & Analysis
Guide to converting dots.ocr (3B param OCR model) to run on Apple's Neural Engine using Core ML and MLX, achieving on-device performance surpassing Gemini 2.5 Pro.
Original Source Coverage
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#ai#apple#core-ml#llm#models#ocr

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