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combo_id,attention,embeddings,ffn,head,mhc,norm,other,pos,residual,router,total
attn_bigbird_attn__conformer_attn,114912,49152,37248,49664,0,960,0,0,0,0,251936
attn_bigbird_attn__deltanet_attn,83904,49152,37248,49664,0,960,0,0,0,0,220928
attn_bigbird_attn__engram_attn,237696,49152,37248,49664,0,960,0,0,0,0,374720
attn_bigbird_attn__falcon1_attn,76432,49152,37248,49664,0,960,0,0,0,0,213456
attn_bigbird_attn__falcon1a_attn,76432,49152,37248,49664,0,960,0,0,0,0,213456
attn_bigbird_attn__falcon2_attn,84968,49152,37248,49664,0,960,0,0,0,0,221992
attn_bigbird_attn__falcon2a_attn,84968,49152,37248,49664,0,960,0,0,0,0,221992
attn_bigbird_attn__falcon3_attn,76432,49152,37248,49664,0,960,0,0,0,0,213456
attn_bigbird_attn__falcon3a_attn,76432,49152,37248,49664,0,960,0,0,0,0,213456
attn_bigbird_attn__fox_attn,74504,49152,37248,49664,0,960,0,0,0,0,211528
attn_bigbird_attn__gated_deltanet2_attn,101952,49152,37248,49664,0,960,0,0,0,0,238976
attn_bigbird_attn__gated_deltanet_attn,84688,49152,37248,49664,0,960,0,0,0,0,221712
attn_bigbird_attn__gated_softmax_attn,82944,49152,37248,49664,0,960,0,0,0,0,219968
attn_bigbird_attn__gla_attn,86304,49152,37248,49664,0,960,0,0,0,0,223328
attn_bigbird_attn__gma_attn,75328,49152,37248,49664,0,960,0,0,0,0,212352
attn_bigbird_attn__gqa_attn,64512,49152,37248,49664,0,960,0,0,0,0,201536
attn_bigbird_attn__gqla_attn,69120,49152,37248,49664,0,960,0,0,0,0,206144
attn_bigbird_attn__gta_attn,73728,49152,37248,49664,0,960,0,0,0,0,210752
attn_bigbird_attn__hgrn2_attn,92448,49152,37248,49664,0,960,0,0,0,0,229472
attn_bigbird_attn__iha_attn,75264,49152,37248,49664,0,960,0,0,0,0,212288
attn_bigbird_attn__kda_attn,84104,49152,37248,49664,0,960,0,0,0,0,221128
attn_bigbird_attn__mla_attn,69120,49152,37248,49664,0,960,0,0,0,0,206144
attn_bigbird_attn__mlra_attn,62208,49152,37248,49664,0,960,0,0,0,0,199232
attn_bigbird_attn__mtla_attn,71472,49152,37248,49664,0,960,0,0,0,0,208496
attn_bigbird_attn__nsa_attn,83007,49152,37248,49664,0,960,0,0,0,0,220031
attn_bigbird_attn__sparda_attn,89088,49152,37248,49664,0,960,0,0,0,0,226112
attn_bigbird_attn__sparsek_attn,73897,49152,37248,49664,0,960,0,0,0,0,210921
attn_bigbird_attn__tucker_attn,82944,49152,37248,49664,0,960,0,0,0,0,219968
attn_deltanet_attn__conformer_attn,125088,49152,37248,49664,0,960,0,0,0,0,262112
attn_deltanet_attn__engram_attn,247872,49152,37248,49664,0,960,0,0,0,0,384896
attn_deltanet_attn__falcon1_attn,86608,49152,37248,49664,0,960,0,0,0,0,223632
attn_deltanet_attn__falcon1a_attn,86608,49152,37248,49664,0,960,0,0,0,0,223632
attn_deltanet_attn__falcon2_attn,95144,49152,37248,49664,0,960,0,0,0,0,232168
attn_deltanet_attn__falcon2a_attn,95144,49152,37248,49664,0,960,0,0,0,0,232168
attn_deltanet_attn__falcon3_attn,86608,49152,37248,49664,0,960,0,0,0,0,223632
attn_deltanet_attn__falcon3a_attn,86608,49152,37248,49664,0,960,0,0,0,0,223632
attn_deltanet_attn__fox_attn,84680,49152,37248,49664,0,960,0,0,0,0,221704
attn_deltanet_attn__gated_deltanet2_attn,112128,49152,37248,49664,0,960,0,0,0,0,249152
attn_deltanet_attn__gated_deltanet_attn,94864,49152,37248,49664,0,960,0,0,0,0,231888
attn_deltanet_attn__gated_softmax_attn,93120,49152,37248,49664,0,960,0,0,0,0,230144
attn_deltanet_attn__gma_attn,85504,49152,37248,49664,0,960,0,0,0,0,222528
attn_deltanet_attn__gqa_attn,74688,49152,37248,49664,0,960,0,0,0,0,211712
attn_deltanet_attn__gqla_attn,79296,49152,37248,49664,0,960,0,0,0,0,216320
attn_deltanet_attn__gta_attn,83904,49152,37248,49664,0,960,0,0,0,0,220928
attn_deltanet_attn__hgrn2_attn,102624,49152,37248,49664,0,960,0,0,0,0,239648
attn_deltanet_attn__iha_attn,85440,49152,37248,49664,0,960,0,0,0,0,222464
attn_deltanet_attn__kda_attn,94280,49152,37248,49664,0,960,0,0,0,0,231304
attn_deltanet_attn__mla_attn,79296,49152,37248,49664,0,960,0,0,0,0,216320
attn_deltanet_attn__mlra_attn,72384,49152,37248,49664,0,960,0,0,0,0,209408
attn_deltanet_attn__mtla_attn,81648,49152,37248,49664,0,960,0,0,0,0,218672
attn_deltanet_attn__sparda_attn,99264,49152,37248,49664,0,960,0,0,0,0,236288
attn_deltanet_attn__tucker_attn,93120,49152,37248,49664,0,960,0,0,0,0,230144
attn_engram_attn__conformer_attn,278880,49152,37248,49664,0,960,0,0,0,0,415904
attn_engram_attn__falcon1_attn,240400,49152,37248,49664,0,960,0,0,0,0,377424
attn_engram_attn__falcon1a_attn,240400,49152,37248,49664,0,960,0,0,0,0,377424
attn_engram_attn__falcon2_attn,248936,49152,37248,49664,0,960,0,0,0,0,385960
attn_engram_attn__falcon2a_attn,248936,49152,37248,49664,0,960,0,0,0,0,385960
attn_engram_attn__falcon3_attn,240400,49152,37248,49664,0,960,0,0,0,0,377424
attn_engram_attn__falcon3a_attn,240400,49152,37248,49664,0,960,0,0,0,0,377424
attn_engram_attn__gma_attn,239296,49152,37248,49664,0,960,0,0,0,0,376320
attn_engram_attn__gqa_attn,228480,49152,37248,49664,0,960,0,0,0,0,365504
attn_engram_attn__gqla_attn,233088,49152,37248,49664,0,960,0,0,0,0,370112
attn_engram_attn__gta_attn,237696,49152,37248,49664,0,960,0,0,0,0,374720
attn_engram_attn__iha_attn,239232,49152,37248,49664,0,960,0,0,0,0,376256
attn_engram_attn__kda_attn,248072,49152,37248,49664,0,960,0,0,0,0,385096
attn_engram_attn__mla_attn,233088,49152,37248,49664,0,960,0,0,0,0,370112
attn_engram_attn__mlra_attn,226176,49152,37248,49664,0,960,0,0,0,0,363200
attn_engram_attn__mtla_attn,235440,49152,37248,49664,0,960,0,0,0,0,372464
attn_engram_attn__sparda_attn,253056,49152,37248,49664,0,960,0,0,0,0,390080
attn_engram_attn__tucker_attn,246912,49152,37248,49664,0,960,0,0,0,0,383936
attn_falcon1_attn__conformer_attn,117616,49152,37248,49664,0,960,0,0,0,0,254640
attn_falcon1_attn__falcon1a_attn,79136,49152,37248,49664,0,960,0,0,0,0,216160
attn_falcon1_attn__falcon2_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon1_attn__falcon2a_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon1_attn__falcon3_attn,79136,49152,37248,49664,0,960,0,0,0,0,216160
attn_falcon1_attn__falcon3a_attn,79136,49152,37248,49664,0,960,0,0,0,0,216160
attn_falcon1a_attn__conformer_attn,117616,49152,37248,49664,0,960,0,0,0,0,254640
attn_falcon1a_attn__falcon2a_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon1a_attn__falcon3a_attn,79136,49152,37248,49664,0,960,0,0,0,0,216160
attn_falcon2_attn__conformer_attn,126152,49152,37248,49664,0,960,0,0,0,0,263176
attn_falcon2_attn__falcon1a_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon2_attn__falcon2a_attn,96208,49152,37248,49664,0,960,0,0,0,0,233232
attn_falcon2_attn__falcon3_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon2_attn__falcon3a_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon2a_attn__conformer_attn,126152,49152,37248,49664,0,960,0,0,0,0,263176
attn_falcon2a_attn__falcon3a_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon3_attn__conformer_attn,117616,49152,37248,49664,0,960,0,0,0,0,254640
attn_falcon3_attn__falcon1a_attn,79136,49152,37248,49664,0,960,0,0,0,0,216160
attn_falcon3_attn__falcon2a_attn,87672,49152,37248,49664,0,960,0,0,0,0,224696
attn_falcon3_attn__falcon3a_attn,79136,49152,37248,49664,0,960,0,0,0,0,216160
attn_falcon3a_attn__conformer_attn,117616,49152,37248,49664,0,960,0,0,0,0,254640
attn_fox_attn__conformer_attn,115688,49152,37248,49664,0,960,0,0,0,0,252712
attn_fox_attn__engram_attn,238472,49152,37248,49664,0,960,0,0,0,0,375496
attn_fox_attn__falcon1_attn,77208,49152,37248,49664,0,960,0,0,0,0,214232
attn_fox_attn__falcon1a_attn,77208,49152,37248,49664,0,960,0,0,0,0,214232
attn_fox_attn__falcon2_attn,85744,49152,37248,49664,0,960,0,0,0,0,222768
attn_fox_attn__falcon2a_attn,85744,49152,37248,49664,0,960,0,0,0,0,222768
attn_fox_attn__falcon3_attn,77208,49152,37248,49664,0,960,0,0,0,0,214232
attn_fox_attn__falcon3a_attn,77208,49152,37248,49664,0,960,0,0,0,0,214232
attn_fox_attn__gated_softmax_attn,83720,49152,37248,49664,0,960,0,0,0,0,220744
attn_fox_attn__gma_attn,76104,49152,37248,49664,0,960,0,0,0,0,213128
attn_fox_attn__gqa_attn,65288,49152,37248,49664,0,960,0,0,0,0,202312
attn_fox_attn__gqla_attn,69896,49152,37248,49664,0,960,0,0,0,0,206920
attn_fox_attn__gta_attn,74504,49152,37248,49664,0,960,0,0,0,0,211528
attn_fox_attn__iha_attn,76040,49152,37248,49664,0,960,0,0,0,0,213064
attn_fox_attn__kda_attn,84880,49152,37248,49664,0,960,0,0,0,0,221904
attn_fox_attn__mla_attn,69896,49152,37248,49664,0,960,0,0,0,0,206920
attn_fox_attn__mlra_attn,62984,49152,37248,49664,0,960,0,0,0,0,200008
attn_fox_attn__mtla_attn,72248,49152,37248,49664,0,960,0,0,0,0,209272
attn_fox_attn__sparda_attn,89864,49152,37248,49664,0,960,0,0,0,0,226888
attn_fox_attn__tucker_attn,83720,49152,37248,49664,0,960,0,0,0,0,220744
attn_gated_deltanet2_attn__conformer_attn,143136,49152,37248,49664,0,960,0,0,0,0,280160
attn_gated_deltanet2_attn__engram_attn,265920,49152,37248,49664,0,960,0,0,0,0,402944
attn_gated_deltanet2_attn__falcon1_attn,104656,49152,37248,49664,0,960,0,0,0,0,241680
attn_gated_deltanet2_attn__falcon1a_attn,104656,49152,37248,49664,0,960,0,0,0,0,241680
attn_gated_deltanet2_attn__falcon2_attn,113192,49152,37248,49664,0,960,0,0,0,0,250216
attn_gated_deltanet2_attn__falcon2a_attn,113192,49152,37248,49664,0,960,0,0,0,0,250216
attn_gated_deltanet2_attn__falcon3_attn,104656,49152,37248,49664,0,960,0,0,0,0,241680
attn_gated_deltanet2_attn__falcon3a_attn,104656,49152,37248,49664,0,960,0,0,0,0,241680
attn_gated_deltanet2_attn__fox_attn,102728,49152,37248,49664,0,960,0,0,0,0,239752
attn_gated_deltanet2_attn__gated_softmax_attn,111168,49152,37248,49664,0,960,0,0,0,0,248192
attn_gated_deltanet2_attn__gma_attn,103552,49152,37248,49664,0,960,0,0,0,0,240576
attn_gated_deltanet2_attn__gqa_attn,92736,49152,37248,49664,0,960,0,0,0,0,229760
attn_gated_deltanet2_attn__gqla_attn,97344,49152,37248,49664,0,960,0,0,0,0,234368
attn_gated_deltanet2_attn__gta_attn,101952,49152,37248,49664,0,960,0,0,0,0,238976
attn_gated_deltanet2_attn__hgrn2_attn,120672,49152,37248,49664,0,960,0,0,0,0,257696
attn_gated_deltanet2_attn__iha_attn,103488,49152,37248,49664,0,960,0,0,0,0,240512
attn_gated_deltanet2_attn__kda_attn,112328,49152,37248,49664,0,960,0,0,0,0,249352
attn_gated_deltanet2_attn__mla_attn,97344,49152,37248,49664,0,960,0,0,0,0,234368
attn_gated_deltanet2_attn__mlra_attn,90432,49152,37248,49664,0,960,0,0,0,0,227456
attn_gated_deltanet2_attn__mtla_attn,99696,49152,37248,49664,0,960,0,0,0,0,236720
attn_gated_deltanet2_attn__sparda_attn,117312,49152,37248,49664,0,960,0,0,0,0,254336
attn_gated_deltanet2_attn__tucker_attn,111168,49152,37248,49664,0,960,0,0,0,0,248192
attn_gated_deltanet_attn__conformer_attn,125872,49152,37248,49664,0,960,0,0,0,0,262896
attn_gated_deltanet_attn__engram_attn,248656,49152,37248,49664,0,960,0,0,0,0,385680
attn_gated_deltanet_attn__falcon1_attn,87392,49152,37248,49664,0,960,0,0,0,0,224416
attn_gated_deltanet_attn__falcon1a_attn,87392,49152,37248,49664,0,960,0,0,0,0,224416
attn_gated_deltanet_attn__falcon2_attn,95928,49152,37248,49664,0,960,0,0,0,0,232952
attn_gated_deltanet_attn__falcon2a_attn,95928,49152,37248,49664,0,960,0,0,0,0,232952
attn_gated_deltanet_attn__falcon3_attn,87392,49152,37248,49664,0,960,0,0,0,0,224416
attn_gated_deltanet_attn__falcon3a_attn,87392,49152,37248,49664,0,960,0,0,0,0,224416
attn_gated_deltanet_attn__fox_attn,85464,49152,37248,49664,0,960,0,0,0,0,222488
attn_gated_deltanet_attn__gated_deltanet2_attn,112912,49152,37248,49664,0,960,0,0,0,0,249936
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attn_gated_deltanet_attn__gma_attn,86288,49152,37248,49664,0,960,0,0,0,0,223312
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