Marc Sun(@_marcsun):Your LLM knows the answer before it writes a single token. So we stopped making it write. transformers serve now turns any LLM or VLM into a decision model with `/v1/systemone` endpoint. Decision model standardization coming soon in transformers by @art

Marc Sun

@_marcsun

Machine Learning Engineer @huggingface Open Source team

Joined February 2023

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Marc Sun@_marcsun

2026.10.12 14:37

Your LLM knows the answer before it writes a single token. So we stopped making it write. transformers serve now turns any LLM or VLM into a decision model with `/v1/systemone` endpoint. Decision model standardization coming soon in transformers by @art_zucker Demos below👇