How to deploy and tune Qwen3.8-27B on one RTX Pro 6000

Automated excerpt

On a 96 GB card that leaves 53. 8 GiB for KV cache, which is 767,317 tokens. Context is 262,144 tokens natively, extensible to 1M. Calling qwen3. 8-27b on EcoHash gets the tuned deployment with nothing to provision: 179 ms to first token, about 78 tokens/sec on a single stream, $0. 30 per 1M input tokens and $0. 60 per 1M output.

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