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  ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/6550b16f7490049d6237f200/zYBXSewLbIxWHZdB3oEHs.jpeg)
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+ Marinara said that they did a lot of testing on this one so I'm feeling pretty confident about quanting it out here. I know on their reddit post they said to use GGUF files but I don't really like using them. They seem to come with more issues (repetition especially) and longer load times, so I prefer my EXL2. But, eh, to each their own or something. The day I have to switch to GGUF will be the day I break down in tears.
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+ [This is the EXL2 4bpw verison of this model. You can find the original model here.](https://huggingface.co/MarinaraSpaghetti/NemoMix-Unleashed-12B)
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+ [You can find the 8bpw version here.](https://huggingface.co/Statuo/NemoMix-Unleashed-EXL2-8bpw)
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+ [You can find the 6bpw version here.](https://huggingface.co/Statuo/NemoMix-Unleashed-EXL2-6bpw)
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  ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/6550b16f7490049d6237f200/zYBXSewLbIxWHZdB3oEHs.jpeg)
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