InferenceForge claims 43% higher LLM inference throughput than best AgentX baseline
kaiwei_chang · x · 2026-11-14
kaiweichang introduces InferenceForge, an agentic system that profiles, benchmarks, and optimizes LLM inference for agent workloads.
- On the SemiAnalysis AgentX benchmark with one 8xB300 node, under the same latency SLA (30+ tok/s per user), it reaches 12.8k tok/s per GPU — 43% above the best published result of 8.9k
- The chart shows the gain accumulated over 9 iterations: +2.0% first round, a single +14.3% jump at round 4, Fixes 1 and 2 adding +7.5%, Fix 3 +4.4%, with smaller tweaks stacking the rest
A concrete demonstration of agentic auto-tuning for inference configurations.
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