bigscience-workshop / bigscience-workshop/petals

Manual management of shards

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Hi, I was wondering if anyone had recommendations of which parts of the library I should look at if I'm interested in how models are sharded, and if there's a way to manage this sharding manually? Most of all, if there's a way to load a shard from an already sharded model, for instance in a private cluster, so that there's a way to know in advance which instance will have which shard. Any reading suggestions in the repo are appreciated!

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