A POSIX filesystem with a multi-tier cache over S3-compatible storage.
$ tierfs mount models /mnt/models $ vllm serve /mnt/models/llama-3-70b # next replicas: warm from peers, ~seconds
for epoch in range(10): for shard in dl("/mnt/data/c4/"): train(shard) # epoch 2+: served from NVMe, not S3
# laptop / sandbox / GPU node / k8s $ tierfs mount data /mnt/data $ python train.py # identical command, every environment
$ tierfs mount ctx /mnt/ctx $ ls /mnt/ctx drive/ local/ s3/ # agent reads files. no SDK per source.
$ cargo install tierfs
# ~/.tierfs/buckets/data.toml [[source]] type = "s3" bucket = "my-data" mount_as = "s3"
$ tierfs mount data /mnt/data $ cat /mnt/data/s3/file.txt # served from local cache
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