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laya-GGUF

**English System 1 decision model** compiled from convaiinnovations/laya (ModernBERT-large, 421M, context 512). These files are **not** llama.cpp / `llama-cli` GGUFs. They are produced by **ggmlc**, a neural network compiler that lowers PyTorch, JAX, Flax, and Keras models to high-performance GGML execution. Loading them in llama.cpp will fail. Typed questions (`choice` / `score` / `noul`) are scored in **one encoder pass**. There is no autoregressive token generation.

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**English System 1 decision model** compiled from convaiinnovations/laya (ModernBERT-large, 421M, context 512). These files are **not** llama.cpp / `llama-cli` GGUFs. They are produced by **ggmlc**, a neural network compiler that lowers PyTorch, JAX, Flax, and Keras models to high-performance GGML execution. Loading them in llama.cpp will fail. Typed questions (`choice` / `score` / `noul`) are scored in **one encoder pass**. There is no autoregressive token generation.

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