AI & Machine Learning

Moving WeOutside246 from GPT-5 to local models on a base M4 Mac Mini

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Based on your detailed analysis of various models for an event extraction task, several key insights stand out:

Model Performance Highlights

  1. Gemma 4 26B A4B:

    • Best Accuracy: 96%
    • Perfect Recall: No false negatives (missed no real events)
    • False Positives: 8
    • Conclusion: This model is ideal for minimizing the risk of missing actual events, which is crucial for ensuring completeness in your product.
  2. Qwen 3.5 9B:

    • Best Precision: 94.7%
    • False Positives: Only 2
    • Conclusion: This model excels at minimizing false positives but may miss some true events, making it suitable if avoiding incorrect classifications is a priority.
  3. Qwen 3.5 35B A3B:

    • Best Judge Score: Average score of 70.3
    • Conclusion: Produces more polished and coherent structured outputs but may have slightly worse event detection accuracy compared to Gemma 4 26B.

Fine-Tuning Insights

  • The fine-tuned

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