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@@ -43,12 +43,15 @@ I was wondering how transformers work?<|im_end|>
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  ## Quantization
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- #### Exllama2
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- [6.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus)
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-
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  #### LlamaCPP - Coming soon
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  [GGUFs from @bartowski](https://huggingface.co/bartowski/Chronos-Gold-12B-1.0-GGUF)
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  #### FP8
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  [FP8 Quant by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-FP8)
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  ## Quantization
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  #### LlamaCPP - Coming soon
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  [GGUFs from @bartowski](https://huggingface.co/bartowski/Chronos-Gold-12B-1.0-GGUF)
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+ #### Exllama2
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+ [4.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-4.5bpw-h6-exl2)
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+ [5.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-5.5bpw-h6-exl2)
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+ [6.5bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-6.5bpw-h6-exl2)
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+ [8.0bpw by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-8.0bpw-h8-exl2)
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+
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  #### FP8
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  [FP8 Quant by @Pyroserenus](https://huggingface.co/Pyroserenus/Chronos-Gold-12B-1.0-FP8)
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