Monday, May 26, 2025

Box Annotations in Sparrow for Structured Data Extraction

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Check out my video on Box Annotations in Sparrow for Structured Data Extraction! I’ll show you how the Qwen2.5 vision model pulls bounding b...
Monday, May 19, 2025

Structured Data Annotation with Qwen2.5 VL and MLX-VLM

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Qwen2.5 VL can provide bounding box coordinates and confidence values for extracted structured data. This is useful for visual data review a...
Tuesday, May 13, 2025

LLM Microservice with Instruction Calling

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I describe the idea of implementing interaction with LLM through a concept of microservice with instruction calling. This works great for en...
Monday, May 5, 2025

Local LLM Instruction Processing with Sparrow

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I explain how to execute instructions with a payload using a local LLM. This is useful when you want to process your data with an LLM and pr...
Monday, April 28, 2025

Vision LLM on Mac Mini M4 Pro: Real-World MLX Performance

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I discuss the real-world MLX performance of Sparrow for structured data extraction with public access. The current Sparrow online instance r...
Tuesday, April 22, 2025

Running Vision Models on Apple Silicon with MLX-VLM

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I show and explain how to run Qwen and Mistral vision models on Apple Silicon with MLX-VLM. I share technical tips about how to run both mod...
Tuesday, April 15, 2025

Dashboard with Gradio Python

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This video showcases the Sparrow dashboard, where you can view statistics on document data extraction events processed by Sparrow. This eleg...