1 points | by Facingsouth 1 hour ago
1 comments
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
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