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An imperative command-line-interface for AI workload orchestration
- Facingsouth 5mo agoPerformance 2-8x throughput improvements with vLLM optimization 30-50% bandwidth penalty eliminated with NUMA topology 2-5x CUDA Graph speedup with optimal topology Up to 90% cost savings with automatic provider switching <2 minute spot recovery with KV cache checkpointing Up to 3x faster cold starts with weight streaming Up to 50% cost savings with MLA-aware VRAM estimation