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Update README.md
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README.md
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I have a theory! But, I have to go to bed, so I'm setting this to upload while I sleep.
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The 13Bs struggled because they were inherently lopsided. So, with this layout, I not only free up more parameters for further finetuning, I also address the imbalance. Crazy? Maybe.
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I have a theory! But, I have to go to bed, so I'm setting this to upload while I sleep.
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The 13Bs struggled because they were inherently lopsided. So, with this layout, I not only free up more parameters for further finetuning, I also address the imbalance. Crazy? Maybe.
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### Recipe
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slices:
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- sources:
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- model: mistralai/Mistral-7B-v0.1
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layer_range: [0, 25]
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- sources:
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- model: mistralai/Mistral-7B-v0.1
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layer_range: [7, 25]
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- sources:
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- model: mistralai/Mistral-7B-v0.1
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layer_range: [7, 25]
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- sources:
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- model: mistralai/Mistral-7B-v0.1
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layer_range: [7, 32]
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merge_method: passthrough
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dtype: bfloat16
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