Cloudflare Clef
A System 1 decision model product from Cloudflare, designed for edge computing scenarios and providing millisecond-level decision probability output capabilities.
Timeline (last 90 days)
DecisionAct is an open-source framework that uses decision models (such as JEV and Cloudflare Clef) rather than large language models to drive task-oriented Agents; developers define Python tools, input parameters, intents and reply templates, and the decision model is responsible for selecting actions and inputs.
Jev, Cloudflare's Clef, and the Decision Head integrated by Unsloth use pooling plus a compact Decision Head to do a single forward pass, with no decoding loop.
The launcher supports all ten test checkpoints, including the Cloudflare Clef series, Perplexity PPLX, TokenRhythm NeoHorse, Jeff, and Convai Innovations Laya; each key selects a locked snapshot and a family-specific backend.
Following TypeSafe's Jev and the open-weight Laya model, decision-oriented products such as AWS Strands Decider, Cloudflare Clef, and OpenAI's Decisions API have successively emerged.
All Facts (4)
DecisionAct is an open-source framework that uses decision models (such as JEV and Cloudflare Clef) rather than large language models to drive task-oriented Agents; developers define Python tools, input parameters, intents and reply templates, and the decision model is responsible for selecting actions and inputs.
50%UnverifiedJev, Cloudflare's Clef, and the Decision Head integrated by Unsloth use pooling plus a compact Decision Head to do a single forward pass, with no decoding loop.
50%UnverifiedThe launcher supports all ten test checkpoints, including the Cloudflare Clef series, Perplexity PPLX, TokenRhythm NeoHorse, Jeff, and Convai Innovations Laya; each key selects a locked snapshot and a family-specific backend.
50%UnverifiedFollowing TypeSafe's Jev and the open-weight Laya model, decision-oriented products such as AWS Strands Decider, Cloudflare Clef, and OpenAI's Decisions API have successively emerged.
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