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I'm using FLAME for my project to run ML workload running on Fly. To avoid download the 4GB model data every time starting a FLAME runner, a Fly volume needs to be attached to the instance.
Currently there is a PR #22 by @benbot, however, it seems abandoned for 3 months.
Token a brief look, the tricky part seems that:
Fly volumes don't auto-scale when creating new instance,
and the API requires the caller to explicit specify the volume id instead of just the name.
This might become trickier when multiple nodes in the cluster trying to start the runners at the startup time causing potential race condition.
I currently forked the FlyBackend and hardcoded the volume info to make things working in my project. But a proper built-in solution would be very nice.
The text was updated successfully, but these errors were encountered:
I'm using FLAME for my project to run ML workload running on Fly. To avoid download the 4GB model data every time starting a FLAME runner, a Fly volume needs to be attached to the instance.
Currently there is a PR #22 by @benbot, however, it seems abandoned for 3 months.
Token a brief look, the tricky part seems that:
This might become trickier when multiple nodes in the cluster trying to start the runners at the startup time causing potential race condition.
I currently forked the FlyBackend and hardcoded the volume info to make things working in my project. But a proper built-in solution would be very nice.
The text was updated successfully, but these errors were encountered: