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rajhans

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rajhans
·2 anni fa·discuss
We have published some insights here. https://medium.com/snowflake/snowflake-arctic-cookbook-serie...
rajhans
·2 anni fa·discuss
Arctic dev here. Yes keeping all experts in memory is the recommendation here and understandably that is a barrier to some. But once you have 1 H100 node or two (gpu middle-class I guess...?), then a few things to note: 1. FP6/FP8 inference is pretty good. How to on a single node: https://github.com/Snowflake-Labs/snowflake-arctic/tree/main... (vllm support coming soon!) 2. Small number of activated parameters shine in batch inference case for cloud providers.
rajhans
·2 anni fa·discuss
One of the modelers working on Arctic. We have done no alignment training whatsoever.