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@@ -18,9 +18,17 @@ pipeline_tag: text-generation
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  # INTELLECT-3-qx53g-mlx
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- 🏑 Insight: LIMI vs INTELLECT vs GLM-4.5-Air-Derestricted-qx53g
 
 
 
 
 
 
 
 
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  ```data
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- Feature INTELLECT-3 LIMI Air-hi Derestricted
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  BoolQ βœ…βœ… 0.820 0.378 0.431
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  PIQA βœ… 0.772 βœ… 776 0.769
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  ARC βœ… 0.492 ARC_Easy More balanced Lowest
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  LIMI prioritizes grounded common-sense modeling β†’ better suited for QA bots, summarization engines.
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  -G
 
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  This model [INTELLECT-3-qx53g-mlx](https://huggingface.co/nightmedia/INTELLECT-3-qx53g-mlx) was
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  converted to MLX format from [PrimeIntellect/INTELLECT-3](https://huggingface.co/PrimeIntellect/INTELLECT-3)
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  using mlx-lm version **0.28.4**.
 
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  # INTELLECT-3-qx53g-mlx
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+ Derestricted is quanted exactly the same and is a direct compare point.
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+ I picked a higher performing quant of LIMI in qx54g-hi for comparison.
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+ I am still waiting for the test results from qx53gx, it might be better, but this is the smallest you will get the model to work on a 64GB Mac while still being sort of good at things.
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+ These are the major differences:
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+ 🏑 LIMI vs INTELLECT vs GLM-4.5-Air-Derestricted-qx53g
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  ```data
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+ Feature INTELLECT-3 LIMI Air-qx54g-hi Derestricted
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  BoolQ βœ…βœ… 0.820 0.378 0.431
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  PIQA βœ… 0.772 βœ… 776 0.769
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  ARC βœ… 0.492 ARC_Easy More balanced Lowest
 
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  LIMI prioritizes grounded common-sense modeling β†’ better suited for QA bots, summarization engines.
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  -G
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+
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  This model [INTELLECT-3-qx53g-mlx](https://huggingface.co/nightmedia/INTELLECT-3-qx53g-mlx) was
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  converted to MLX format from [PrimeIntellect/INTELLECT-3](https://huggingface.co/PrimeIntellect/INTELLECT-3)
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  using mlx-lm version **0.28.4**.