A user has built a powerful multi-user inference server using four AMD R9700 GPUs, costing approximately $16,000 CAD. The system is configured with an EPYC 7402P CPU and 128GB of RAM, and initial benchmarks for the Qwen 3.8 FN model show promising performance. Specifically, the server can handle approximately 6,800 tokens/sec for prefill operations regardless of user count, and agent follow-ups process at 80-225 tokens/sec per user, even with up to 8 users each managing a 128K context. AI
IMPACT Demonstrates potential for high-concurrency, long-context inference on consumer-grade hardware.
RANK_REASON User-built hardware configuration and benchmark results for a specific model.
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