transformers serve adds /v1/systemone endpoint turning LLMs into decision models

huggingface · x · 2026-10-13

Your LLM often knows the answer before writing a single token — so transformers serve now exposes a /v1/systemone endpoint that turns any LLM or VLM into a decision model, skipping generation entirely. Decision-model output standardization is coming soon to transformers via artzucker.

Related event: Hugging Face's new /v1/systemone endpoint turns LLMs into generation-free decision models(7 posts)→

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