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Use Cloudflare R2 object store to avoid egress charges from GCS.
Some more context: we had the distillation training data on GCS bucket (in
us-central1), it's about ~150GB of data (mostly the logits). We've used Colab, Lambda and Vast for GPU rental, in most cases we can't control whether the VM is in GCPus-central1region, which led to some unexpected egress charges. To avoid the GCS egress charges, we will use R2 object store, which has no egress charges 1.Footnotes
this doesn't mean that reading from R2 is free, reading operations are still tallied up as class B operations and charged after a free tier, doc. ↩