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  "channels": [
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  "dim": 256,
  "format": "lenepa_encoder",
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  "nepa_patch_embed_scalar_epsilon": 1.1,
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  "nepa_patch_embed_scalar_stats_mode": "patch_norm",
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  "nepa_static_tokenizer": "conv_patch_embed",
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  "num_heads": 4,
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  "num_registers": 0,
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  "pos_embed_type": "none",
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  "use_nepa": true,
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  "use_swiglu": true
}