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@@ -24,6 +24,15 @@ base_model: cerebras/GLM-4.5-Air-REAP-82B-A12B
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  # GLM-4.5-Air-REAP-82B-A12B-qx64g-hi-mlx
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  This model [GLM-4.5-Air-REAP-82B-A12B-qx64g-hi-mlx](https://huggingface.co/GLM-4.5-Air-REAP-82B-A12B-qx64g-hi-mlx) was
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  converted to MLX format from [cerebras/GLM-4.5-Air-REAP-82B-A12B](https://huggingface.co/cerebras/GLM-4.5-Air-REAP-82B-A12B)
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  using mlx-lm version **0.28.3**.
 
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  # GLM-4.5-Air-REAP-82B-A12B-qx64g-hi-mlx
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+ ```bash
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+ Model Perplexity
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+ qx64g-hi 7.025 ± 0.063
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+ qx86g-hi 7.031 ± 0.064
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+ ```
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+
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+ This is a custom Deckard(qx) formula that enhances Air-specific layers
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+
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+
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  This model [GLM-4.5-Air-REAP-82B-A12B-qx64g-hi-mlx](https://huggingface.co/GLM-4.5-Air-REAP-82B-A12B-qx64g-hi-mlx) was
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  converted to MLX format from [cerebras/GLM-4.5-Air-REAP-82B-A12B](https://huggingface.co/cerebras/GLM-4.5-Air-REAP-82B-A12B)
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  using mlx-lm version **0.28.3**.