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gemma3n-slicing-configs / configs.csv
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 name,# Layers,# Effective Params (B),MMLU PT accuracy,FFN Hidden Dims,Layers Skipped
Main model,35,3.98,62.30%,"[2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8]",
Config for official E2B Model,30,1.91,50.90%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]","[20, 21, 22, 23, 24]"
Config for E1.96B (layer-level),30,1.96,53.40%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]","[20, 21, 22, 23, 24]"
Config for E2.54B (layer-level),35,2.54,55.40%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E2.69B (layer-level),35,2.69,57.70%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E2.98B (layer-level),35,2.98,59.50%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8]",
Config for E3.18B (layer-level),35,3.18,61.80%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8]",
Config for E3.39B (layer-level),35,3.39,63.00%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8]",
Config for E3.59B (layer-level),35,3.59,63.40%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8]",
Config for E3.79B (layer-level),35,3.79,63.40%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8]",
Config for E2.49B (block-level),35,2.49,54.50%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E2.73B (block-level),35,2.73,57.10%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E2.98B (block-level),35,2.98,59.50%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E3.24B (block-level),35,3.24,60.70%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E3.49B (block-level),35,3.49,61.40%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4]",
Config for E3.79B (block-level),35,3.74,62.00%,"[2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 4, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8, 2_048 * 8]",