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  Arctic is a Dense-MoE Hybrid transformer architecture pre-trained from scratch by the Snowflake AI
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  Research Team. We are releasing model checkpoints for both the base and instruct-tuned versions of
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  Arctic under an Apache-2.0 license. This means you can use them freely in your own research,
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- prototypes, and products.
 
 
 
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  * [Arctic-Base](link-here)
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  * [Acrtic-Instruct](link-to-instruct)
 
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  Arctic is a Dense-MoE Hybrid transformer architecture pre-trained from scratch by the Snowflake AI
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  Research Team. We are releasing model checkpoints for both the base and instruct-tuned versions of
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  Arctic under an Apache-2.0 license. This means you can use them freely in your own research,
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+ prototypes, and products. Please see our blog [Snowflake Arctic: Efficient Intelligence, Truly Open]()
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+ for more information on Arctic and links to other relevant resources such as our series of cookbooks
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+ covering topics around training your own custom MoE models, how to produce high-quality training data,
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+ and much more.
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  * [Arctic-Base](link-here)
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  * [Acrtic-Instruct](link-to-instruct)