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Lumma-fev-0.1b

FrontiersMind

Lumma-Fev-0.1B is a **decision model**. It reads one document (the *state*) and a set of typed questions, and returns a probability distribution for each question in a single forward pass. It never generates text, so there is nothing to parse and nothing to hallucinate. 🔥 **See our smallest Lumma-fev 150 million model turn decisions into actions** - playing **Super Mario autonomously and in real time** on a **MacBook Air M2**. ⚡ ⚡ Despite its compact size, Lumma-fev can **observe the game state, reason about the situation, and choose the next action** — all running **locally on consumer hardware**. 💻

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Lumma-fev-0.6b

FrontiersMind

Lumma-Fev-0.6B is a **decision model**. It reads one document (the *state*) and a set of typed questions, and returns a probability distribution for each question in a single forward pass. It never generates text, so there is nothing to parse and nothing to hallucinate. `state` can be text, a JSON object or an array. Pin a version with `revision=" "`, and move the model to a GPU with `model.to("cuda")` (bf16 is the stored precision). `lumma-fev-serve` exposes the TypeSafe `POST /v1/systemone` contract, so existing TypeSafe clients work by changing their base URL.

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Lumma-fev-4b

FrontiersMind

Lumma-Fev-4B is a decision model developed by FrontiersMind. It reads one document (the state) and a set of typed questions, and returns a probability distribution for each question in a single forward pass. It never generates text, so there is nothing to parse and nothing to hallucinate. `state` can be text, a JSON object or an array. Pin a version with `revision=" "`, and move the model to a GPU with `model.to("cuda")` (bf16 is the stored precision). `lumma-fev-serve` exposes the TypeSafe `POST /v1/systemone` contract, so existing TypeSafe clients work by changing their base URL.

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