Constant SHARD_READS 

pub const SHARD_READS: usize = 8;

Shards whose headers are read at once. A model hub’s checkpoint is up to some hundreds of shards, each a request or two: one at a time, their round trips add up to minutes. A few at once is most of the gain without a burst at the server.