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  Lamarck-14B version 0.3 is strongly based on [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small) as a diffuse influence for prose and reasoning. Arcee's pioneering use of distillation and innovative merge techniques create a diverse knowledge pool for its models.
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  ### Overview:
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  - Two model_stocks used to begin specialized branches for reasoning and prose quality.
 
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  Lamarck-14B version 0.3 is strongly based on [arcee-ai/Virtuoso-Small](https://huggingface.co/arcee-ai/Virtuoso-Small) as a diffuse influence for prose and reasoning. Arcee's pioneering use of distillation and innovative merge techniques create a diverse knowledge pool for its models.
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+ Thanks go to @arcee-ai's team for the bounties of mergekit, and to @CultriX for the helpful examples of memory-efficient sliced merges and evolutionary merging. Their contribution of tinyevals on version 0.1 of Lamarck did much to validate and focus the build process of this model.
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  ### Overview:
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  - Two model_stocks used to begin specialized branches for reasoning and prose quality.