Saturday, December 27, 2025

DeepSeek OCR Review

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I'm testing structured data extraction with DeepSeek OCR. It works well and gives good data accuracy and performance to disrupt traditio...
Monday, December 15, 2025

New Ministral 3 14B vs Mistral Small 3.2 24B Review

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I review data accuracy retrieval and inference speed for the new Ministral 3 14B model vs older Mistral Small 3.2 24B. Older and larger 24B ...
Wednesday, December 3, 2025

Structured Data Retrieval with Sparrow using OCR and Vision LLM [Improved Accuracy]

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I explain improvements I'm adding into Sparrow to achieve better accuracy for structured data. I'm using a method, where I run OCR s...
Wednesday, November 26, 2025

Ollama and MLX-VLM Accuracy Review (Qwen3-VL and Mistral Small 3.2)

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I was running detail tests to compare accuracy for the same models (Qwen3-VL and Mistral Small 3.2) running on Ollama and MLX-VLM (recent 0....
Tuesday, November 11, 2025

Comparing Qwen3-VL AI Models for OCR Task

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I'm comparing the Qwen3-VL 8B BF16 and Qwen3-VL 30B Q8 models for OCR and structured data extraction tasks. Based on my findings, the qu...
Tuesday, November 4, 2025

Qwen3-VL Accuracy Differences on Ollama vs MLX

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I run couple of tests with structured data extraction using newest Qwen3-VL model on Mac Mini M4 Pro with 64GB. I discovered the same Qwen3-...
Tuesday, October 21, 2025

Qwen3-VL New Models Comparison and Performance on Mac Mini M4

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I run and compare newest Qwen3-VL models in Sparrow. Qwen3-VL models run fast and provide good accuracy.