Berth v0.6.0 leases one RTX 4090 across 23 engines, 143 lease-hours a week

Distinct-Pie2389 · reddit · 2026-11-16

Berth, an open-source VRAM lease manager, shipped v0.6.0 with around 300 users. New features: per-card native scheduling, uninterruptible training via berth train, and learned engine resource claims.

The author shares a month of stats from a single RTX 4090 workstation running llama-swap, NInfer, Strata, ComfyUI, coding agents and games: 1,136 requests waited for the card instead of stacking, 901 engines drained at job boundaries, 23.9 TiB of VRAM handed over, 573 lease-less VRAM holders reported, and 4 stalled releases caught before the card jammed. In the last 7 days, 23 engines held the card for 143 lease-hours.

Project: https://github.com/T-Crypt/berth

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