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Is it possible to merge Mistral 7B and Mistral NeMo 12B? #407

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azulika opened this issue Aug 23, 2024 · 1 comment
Open

Is it possible to merge Mistral 7B and Mistral NeMo 12B? #407

azulika opened this issue Aug 23, 2024 · 1 comment

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@azulika
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azulika commented Aug 23, 2024

They use the same "MistralForCausalLM" structure and seem to share some parameters such as intermediate_size, and I was wondering if it would be possible to merge them together.
@jim-plus
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The tokenizers and vocabulary size are radically different between the models (assuming Mistral v0.3 7B), as is hidden size. I would be surprised if the result is coherent.

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