# Conflicts: # studio/backend/core/inference/diffusion.py # studio/frontend/src/features/images/images-page.tsx
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Continue the latest actionable directive: ensure the dynamic consumer-vs-non-consumer GPU check exists so the fast path is enabled only on consumer GPUs, using NVIDIA CUDA GPU data as reference. The assistant state says the work was synced and pushed, with all probes including nvfp4_probe.py on remote and PR #6694 open/mergeable; do not rerun the completed rebase/push/fetch. Next action is to inspect the current landed gating/probe state only if needed, then give the user the final concise status and answer that NVFP4 is available through torchao but only slow-path here until the fast kernel/torch >= 2.11 path is available.