layer,module,loss,samples,damp,time 0,self_attn.k_proj,0.0000022077,0.05000,0.823 0,self_attn.v_proj,0.0000006867,0.05000,0.644 0,self_attn.q_proj,0.0000063762,0.05000,0.653 0,self_attn.o_proj,0.0000078134,0.05000,0.673 0,mlp.up_proj,0.0000063333,0.05000,0.756 0,mlp.gate_proj,0.0000070154,0.05000,0.732 0,mlp.down_proj,0.0000045693,0.05000,5.997 1,self_attn.k_proj,0.0000000713,0.05000,0.667 1,self_attn.v_proj,0.0000000420,0.05000,0.648 1,self_attn.q_proj,0.0000002727,0.05000,0.656 1,self_attn.o_proj,0.0000000940,0.05000,0.677 1,mlp.up_proj,0.0000328479,0.05000,0.750 1,mlp.gate_proj,0.0000974030,0.05000,0.736 1,mlp.down_proj,0.0000005106,0.05000,5.997 2,self_attn.k_proj,0.0000002637,0.05000,0.669 2,self_attn.v_proj,0.0000001370,0.05000,0.654 2,self_attn.q_proj,0.0000007469,0.05000,0.660 2,self_attn.o_proj,0.0000005078,0.05000,0.670 2,mlp.up_proj,0.0000693201,0.05000,0.752 2,mlp.gate_proj,0.0001472164,0.05000,0.740 2,mlp.down_proj,0.0000019943,0.05000,5.993 3,self_attn.k_proj,0.0000016043,0.05000,0.669 3,self_attn.v_proj,0.0000006461,0.05000,0.652 3,self_attn.q_proj,0.0000045232,0.05000,0.660 3,self_attn.o_proj,0.0000016176,0.05000,0.674 3,mlp.up_proj,0.0000765738,0.05000,0.750 3,mlp.gate_proj,0.0001638541,0.05000,0.736 3,mlp.down_proj,0.0000064677,0.05000,6.015 4,self_attn.k_proj,0.0000015465,0.05000,0.663 4,self_attn.v_proj,0.0000008786,0.05000,0.649 4,self_attn.q_proj,0.0000046396,0.05000,0.660 4,self_attn.o_proj,0.0000029959,0.05000,0.670 4,mlp.up_proj,0.0002003118,0.05000,0.749 4,mlp.gate_proj,0.0003645644,0.05000,0.738 4,mlp.down_proj,0.0000090716,0.05000,6.006 5,self_attn.k_proj,0.0000051957,0.05000,0.669 5,self_attn.v_proj,0.0000033450,0.05000,0.648 5,self_attn.q_proj,0.0000171433,0.05000,0.658 5,self_attn.o_proj,0.0000075782,0.05000,0.671 5,mlp.up_proj,0.0002897159,0.05000,0.749 5,mlp.gate_proj,0.0004948036,0.05000,0.737 5,mlp.down_proj,0.0000162241,0.05000,6.011 6,self_attn.k_proj,0.0000047515,0.05000,0.670 6,self_attn.v_proj,0.0000038208,0.05000,0.651 6,self_attn.q_proj,0.0000166306,0.05000,0.661 6,self_attn.o_proj,0.0000077817,0.05000,0.675 6,mlp.up_proj,0.0004921902,0.05000,0.758 6,mlp.gate_proj,0.0007870232,0.05000,0.738 6,mlp.down_proj,0.0039085098,0.05000,5.996 7,self_attn.k_proj,0.0000068135,0.05000,0.667 7,self_attn.v_proj,0.0000060292,0.05000,0.651 7,self_attn.q_proj,0.0000249747,0.05000,0.665 7,self_attn.o_proj,0.0000053162,0.05000,0.674 7,mlp.up_proj,0.0005382502,0.05000,0.764 7,mlp.gate_proj,0.0008569802,0.05000,0.739 7,mlp.down_proj,0.0000286973,0.05000,6.030 8,self_attn.k_proj,0.0000081067,0.05000,0.665 8,self_attn.v_proj,0.0000059298,0.05000,0.648 8,self_attn.q_proj,0.0000282493,0.05000,0.658 8,self_attn.o_proj,0.0000042831,0.05000,0.671 8,mlp.up_proj,0.0003307477,0.05000,0.754 8,mlp.gate_proj,0.0005081947,0.05000,0.739 8,mlp.down_proj,0.0000233559,0.05000,5.984 9,self_attn.k_proj,0.0000072105,0.05000,0.666 9,self_attn.v_proj,0.0000066063,0.05000,0.649 9,self_attn.q_proj,0.0000259657,0.05000,0.653 9,self_attn.o_proj,0.0000089853,0.05000,0.666 9,mlp.up_proj,0.0001224814,0.05000,0.762 9,mlp.gate_proj,0.0001323581,0.05000,0.738 9,mlp.down_proj,0.0000223179,0.05000,6.019 10,self_attn.k_proj,0.0000103246,0.05000,0.671 10,self_attn.v_proj,0.0000084822,0.05000,0.646 10,self_attn.q_proj,0.0000384352,0.05000,0.654 10,self_attn.o_proj,0.0000123051,0.05000,0.670 10,mlp.up_proj,0.0001398602,0.05000,0.754 10,mlp.gate_proj,0.0001503285,0.05000,0.740 10,mlp.down_proj,0.0000270805,0.05000,6.020 11,self_attn.k_proj,0.0000079004,0.05000,0.663 11,self_attn.v_proj,0.0000062583,0.05000,0.643 11,self_attn.q_proj,0.0000287895,0.05000,0.656 11,self_attn.o_proj,0.0000124526,0.05000,0.669 11,mlp.up_proj,0.0002015323,0.05000,0.751 11,mlp.gate_proj,0.0002419696,0.05000,0.738 11,mlp.down_proj,0.0000217685,0.05000,6.020 12,self_attn.k_proj,0.0000093121,0.05000,0.665 12,self_attn.v_proj,0.0000074404,0.05000,0.650 12,self_attn.q_proj,0.0000345770,0.05000,0.657 12,self_attn.o_proj,0.0000143948,0.05000,0.668 12,mlp.up_proj,0.0001704685,0.05000,0.755 12,mlp.gate_proj,0.0001819776,0.05000,0.743 12,mlp.down_proj,0.0000293608,0.05000,6.014 13,self_attn.k_proj,0.0000101114,0.05000,0.664 13,self_attn.v_proj,0.0000087253,0.05000,0.644 13,self_attn.q_proj,0.0000368231,0.05000,0.654 13,self_attn.o_proj,0.0000131411,0.05000,0.670 13,mlp.up_proj,0.0001998923,0.05000,0.751 13,mlp.gate_proj,0.0002154623,0.05000,0.742 13,mlp.down_proj,0.0000334675,0.05000,6.025 14,self_attn.k_proj,0.0000128095,0.05000,0.667 14,self_attn.v_proj,0.0000097440,0.05000,0.654 14,self_attn.q_proj,0.0000471291,0.05000,0.656 14,self_attn.o_proj,0.0000115778,0.05000,0.669 14,mlp.up_proj,0.0002111189,0.05000,0.752 14,mlp.gate_proj,0.0002301692,0.05000,0.739 14,mlp.down_proj,0.0000353972,0.05000,6.027 15,self_attn.k_proj,0.0000113254,0.05000,0.667 15,self_attn.v_proj,0.0000100019,0.05000,0.650 15,self_attn.q_proj,0.0000412780,0.05000,0.661 15,self_attn.o_proj,0.0000187119,0.05000,0.673 15,mlp.up_proj,0.0002209445,0.05000,0.755 15,mlp.gate_proj,0.0002505017,0.05000,0.748 15,mlp.down_proj,0.0000388736,0.05000,6.027 16,self_attn.k_proj,0.0000102344,0.05000,0.666 16,self_attn.v_proj,0.0000076844,0.05000,0.647 16,self_attn.q_proj,0.0000355875,0.05000,0.658 16,self_attn.o_proj,0.0000114868,0.05000,0.668 16,mlp.up_proj,0.0002131696,0.05000,0.753 16,mlp.gate_proj,0.0002305127,0.05000,0.745 16,mlp.down_proj,0.0000348936,0.05000,6.046 17,self_attn.k_proj,0.0000132098,0.05000,0.670 17,self_attn.v_proj,0.0000090512,0.05000,0.657 17,self_attn.q_proj,0.0000458009,0.05000,0.662 17,self_attn.o_proj,0.0000097193,0.05000,0.667 17,mlp.up_proj,0.0002087758,0.05000,0.753 17,mlp.gate_proj,0.0002223910,0.05000,0.739 17,mlp.down_proj,0.0000340258,0.05000,6.039 18,self_attn.k_proj,0.0000129059,0.05000,0.670 18,self_attn.v_proj,0.0000094483,0.05000,0.651 18,self_attn.q_proj,0.0000446828,0.05000,0.668 18,self_attn.o_proj,0.0000114085,0.05000,0.673 18,mlp.up_proj,0.0002044169,0.05000,0.758 18,mlp.gate_proj,0.0002160919,0.05000,0.742 18,mlp.down_proj,0.0000334648,0.05000,6.014 19,self_attn.k_proj,0.0000118550,0.05000,0.670 19,self_attn.v_proj,0.0000089792,0.05000,0.648 19,self_attn.q_proj,0.0000425266,0.05000,0.664 19,self_attn.o_proj,0.0000097391,0.05000,0.674 19,mlp.up_proj,0.0002062136,0.05000,0.759 19,mlp.gate_proj,0.0002177467,0.05000,0.746 19,mlp.down_proj,0.0000371059,0.05000,6.040 20,self_attn.k_proj,0.0000133839,0.05000,0.665 20,self_attn.v_proj,0.0000093785,0.05000,0.650 20,self_attn.q_proj,0.0000457884,0.05000,0.660 20,self_attn.o_proj,0.0000117708,0.05000,0.679 20,mlp.up_proj,0.0001998364,0.05000,0.756 20,mlp.gate_proj,0.0002076299,0.05000,0.741 20,mlp.down_proj,0.0000383832,0.05000,6.040 21,self_attn.k_proj,0.0000121129,0.05000,0.666 21,self_attn.v_proj,0.0000079683,0.05000,0.645 21,self_attn.q_proj,0.0000416676,0.05000,0.653 21,self_attn.o_proj,0.0000144970,0.05000,0.669 21,mlp.up_proj,0.0001920803,0.05000,0.753 21,mlp.gate_proj,0.0002002938,0.05000,0.740 21,mlp.down_proj,0.0000330328,0.05000,6.046 22,self_attn.k_proj,0.0000132585,0.05000,0.668 22,self_attn.v_proj,0.0000114245,0.05000,0.652 22,self_attn.q_proj,0.0000477719,0.05000,0.656 22,self_attn.o_proj,0.0000178106,0.05000,0.673 22,mlp.up_proj,0.0002043648,0.05000,0.753 22,mlp.gate_proj,0.0002126195,0.05000,0.742 22,mlp.down_proj,0.0000375758,0.05000,6.065 23,self_attn.k_proj,0.0000126629,0.05000,0.669 23,self_attn.v_proj,0.0000113606,0.05000,0.654 23,self_attn.q_proj,0.0000466326,0.05000,0.667 23,self_attn.o_proj,0.0000183573,0.05000,0.672 23,mlp.up_proj,0.0002143453,0.05000,0.756 23,mlp.gate_proj,0.0002262560,0.05000,0.741 23,mlp.down_proj,0.0000392328,0.05000,6.066 24,self_attn.k_proj,0.0000154229,0.05000,0.663 24,self_attn.v_proj,0.0000119528,0.05000,0.650 24,self_attn.q_proj,0.0000559860,0.05000,0.661 24,self_attn.o_proj,0.0000161610,0.05000,0.670 24,mlp.up_proj,0.0002105366,0.05000,0.759 24,mlp.gate_proj,0.0002192322,0.05000,0.739 24,mlp.down_proj,0.0000415121,0.05000,6.073 25,self_attn.k_proj,0.0000171919,0.05000,0.671 25,self_attn.v_proj,0.0000144000,0.05000,0.652 25,self_attn.q_proj,0.0000627893,0.05000,0.658 25,self_attn.o_proj,0.0000090962,0.05000,0.677 25,mlp.up_proj,0.0002131117,0.05000,0.765 25,mlp.gate_proj,0.0002183458,0.05000,0.748 25,mlp.down_proj,0.0000412529,0.05000,6.035 26,self_attn.k_proj,0.0000153086,0.05000,0.674 26,self_attn.v_proj,0.0000095222,0.05000,0.655 26,self_attn.q_proj,0.0000556917,0.05000,0.665 26,self_attn.o_proj,0.0000178903,0.05000,0.679 26,mlp.up_proj,0.0002247247,0.05000,0.761 26,mlp.gate_proj,0.0002281609,0.05000,0.749 26,mlp.down_proj,0.0000503585,0.05000,6.042 27,self_attn.k_proj,0.0000152973,0.05000,0.674 27,self_attn.v_proj,0.0000102050,0.05000,0.651 27,self_attn.q_proj,0.0000513762,0.05000,0.665 27,self_attn.o_proj,0.0000228966,0.05000,0.673 27,mlp.up_proj,0.0002341506,0.05000,0.765 27,mlp.gate_proj,0.0002378677,0.05000,0.751 27,mlp.down_proj,0.0000502993,0.05000,6.039 28,self_attn.k_proj,0.0000143219,0.05000,0.673 28,self_attn.v_proj,0.0000147895,0.05000,0.651 28,self_attn.q_proj,0.0000542909,0.05000,0.666 28,self_attn.o_proj,0.0000263406,0.05000,0.681 28,mlp.up_proj,0.0002539306,0.05000,0.761 28,mlp.gate_proj,0.0002540842,0.05000,0.747 28,mlp.down_proj,0.0000555785,0.05000,6.035 29,self_attn.k_proj,0.0000189423,0.05000,0.680 29,self_attn.v_proj,0.0000181694,0.05000,0.654 29,self_attn.q_proj,0.0000703678,0.05000,0.665 29,self_attn.o_proj,0.0000225502,0.05000,0.677 29,mlp.up_proj,0.0002634465,0.05000,0.766 29,mlp.gate_proj,0.0002623749,0.05000,0.750 29,mlp.down_proj,0.0000548736,0.05000,6.054 30,self_attn.k_proj,0.0000163911,0.05000,0.674 30,self_attn.v_proj,0.0000183102,0.05000,0.659 30,self_attn.q_proj,0.0000643131,0.05000,0.668 30,self_attn.o_proj,0.0000396940,0.05000,0.677 30,mlp.up_proj,0.0002883857,0.05000,0.760 30,mlp.gate_proj,0.0002864540,0.05000,0.756 30,mlp.down_proj,0.0000628212,0.05000,6.067 31,self_attn.k_proj,0.0000178963,0.05000,0.675 31,self_attn.v_proj,0.0000182467,0.05000,0.661 31,self_attn.q_proj,0.0000671255,0.05000,0.660 31,self_attn.o_proj,0.0000456650,0.05000,0.677 31,mlp.up_proj,0.0003307039,0.05000,0.773 31,mlp.gate_proj,0.0003285395,0.05000,0.750 31,mlp.down_proj,0.0000792020,0.05000,6.055 32,self_attn.k_proj,0.0000166342,0.05000,0.672 32,self_attn.v_proj,0.0000146921,0.05000,0.658 32,self_attn.q_proj,0.0000611444,0.05000,0.675 32,self_attn.o_proj,0.0000394544,0.05000,0.687 32,mlp.up_proj,0.0003476900,0.05000,0.765 32,mlp.gate_proj,0.0003627944,0.05000,0.749 32,mlp.down_proj,0.0000767992,0.05000,6.070 33,self_attn.k_proj,0.0000194685,0.05000,0.680 33,self_attn.v_proj,0.0000154845,0.05000,0.654 33,self_attn.q_proj,0.0000719577,0.05000,0.672 33,self_attn.o_proj,0.0000336899,0.05000,0.687 33,mlp.up_proj,0.0003242552,0.05000,0.764 33,mlp.gate_proj,0.0003319873,0.05000,0.747 33,mlp.down_proj,0.0000720865,0.05000,6.091 34,self_attn.k_proj,0.0000189671,0.05000,0.679 34,self_attn.v_proj,0.0000177655,0.05000,0.666 34,self_attn.q_proj,0.0000712278,0.05000,0.665 34,self_attn.o_proj,0.0000411208,0.05000,0.684 34,mlp.up_proj,0.0003175667,0.05000,0.758 34,mlp.gate_proj,0.0003184013,0.05000,0.740 34,mlp.down_proj,0.0000682010,0.05000,6.073 35,self_attn.k_proj,0.0000197936,0.05000,0.678 35,self_attn.v_proj,0.0000176204,0.05000,0.662 35,self_attn.q_proj,0.0000792466,0.05000,0.669 35,self_attn.o_proj,0.0000301874,0.05000,0.689 35,mlp.up_proj,0.0003235649,0.05000,0.758 35,mlp.gate_proj,0.0003235762,0.05000,0.746 35,mlp.down_proj,0.0000702756,0.05000,6.072 36,self_attn.k_proj,0.0000204304,0.05000,0.676 36,self_attn.v_proj,0.0000174813,0.05000,0.660 36,self_attn.q_proj,0.0000773615,0.05000,0.672 36,self_attn.o_proj,0.0000297189,0.05000,0.677 36,mlp.up_proj,0.0002965451,0.05000,0.757 36,mlp.gate_proj,0.0002855328,0.05000,0.744 36,mlp.down_proj,0.0000625354,0.05000,6.121 37,self_attn.k_proj,0.0000187126,0.05000,0.672 37,self_attn.v_proj,0.0000154525,0.05000,0.652 37,self_attn.q_proj,0.0000695368,0.05000,0.662 37,self_attn.o_proj,0.0000321507,0.05000,0.671 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