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@@ -70,6 +70,14 @@ of Mistral's new reasoning model "Magistral-Small-2506":
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  https://huggingface.co/mistralai/Magistral-Small-2506/
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  Special thanks to "MLX-Community" for correct config/tokenizer files.
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  https://huggingface.co/mlx-community/Magistral-Small-2506-bf16
 
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  https://huggingface.co/mistralai/Magistral-Small-2506/
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+ These GGUFS are:
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+ - Quanted using NEO Imatrix Dataset
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+ - The Output Tensor is set at BF16 / 16 bit full precision.
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+ - Correct Jijna template which includes "System Prompt" embedded for reasoning.
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+ - 32K / 32,768 context max
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+ An additional repo of GGUFs set at 128k / 131,072 context will follow.
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  Special thanks to "MLX-Community" for correct config/tokenizer files.
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  https://huggingface.co/mlx-community/Magistral-Small-2506-bf16