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No API Keys, No Cloud Bills: Running a Document Pipeline Entirely On-Device

No API Keys, No Cloud Bills: Running a Document Pipeline Entirely On-Device We run a document processing pipeline on a Mac mini. No API keys. No cloud inference.

  • Document processing pipeline runs entirely on-device without API keys or cloud inference
  • Mano-P GUI agent uses 4B parameter model with W8A8 quantization for on-device processing
  • Local 4B model achieves 56% pass rate vs 39% for cloud-based Qwen3-VL-Plus

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