layer,module,loss,samples,damp,time 0,self_attn.k_proj,0.0000001374,0.05000,0.411 0,self_attn.v_proj,0.0000000028,0.05000,0.584 0,self_attn.q_proj,0.0000008549,0.05000,0.584 0,self_attn.o_proj,0.0000000005,0.05000,0.248 0,mlp.up_proj,0.0000120706,0.05000,0.277 0,mlp.gate_proj,0.0000190739,0.05000,0.312 0,mlp.down_proj,0.0000002370,0.05000,1.265 1,self_attn.k_proj,0.0000014250,0.05000,0.297 1,self_attn.q_proj,0.0000049810,0.05000,0.346 1,self_attn.v_proj,0.0000001409,0.05000,0.369 1,self_attn.o_proj,0.0000000737,0.05000,0.239 1,mlp.gate_proj,0.0000336152,0.05000,0.245 1,mlp.up_proj,0.0000177082,0.05000,0.262 1,mlp.down_proj,0.0000002587,0.05000,1.278 2,self_attn.k_proj,0.0000030212,0.05000,0.289 2,self_attn.v_proj,0.0000003602,0.05000,0.443 2,self_attn.q_proj,0.0000104272,0.05000,0.447 2,self_attn.o_proj,0.0000000885,0.05000,0.270 2,mlp.up_proj,0.0000254395,0.05000,0.270 2,mlp.gate_proj,0.0000473820,0.05000,0.284 2,mlp.down_proj,0.0000063855,0.05000,1.350 3,self_attn.k_proj,0.0000036164,0.05000,0.276 3,self_attn.v_proj,0.0000008465,0.05000,0.425 3,self_attn.q_proj,0.0000145756,0.05000,0.441 3,self_attn.o_proj,0.0000001321,0.05000,0.236 3,mlp.gate_proj,0.0000963621,0.05000,0.259 3,mlp.up_proj,0.0000551544,0.05000,0.288 3,mlp.down_proj,0.0000118582,0.05000,1.231 4,self_attn.k_proj,0.0000022631,0.05000,0.307 4,self_attn.q_proj,0.0000111644,0.05000,0.412 4,self_attn.v_proj,0.0000010152,0.05000,0.417 4,self_attn.o_proj,0.0000002745,0.05000,0.240 4,mlp.up_proj,0.0000394713,0.05000,0.259 4,mlp.gate_proj,0.0000614217,0.05000,0.286 4,mlp.down_proj,0.0000007736,0.05000,1.260 5,self_attn.k_proj,0.0000028338,0.05000,0.261 5,self_attn.v_proj,0.0000013757,0.05000,0.496 5,self_attn.q_proj,0.0000140757,0.05000,0.508 5,self_attn.o_proj,0.0000002477,0.05000,0.286 5,mlp.gate_proj,0.0001037606,0.05000,0.313 5,mlp.up_proj,0.0000515816,0.05000,0.318 5,mlp.down_proj,0.0000008419,0.05000,1.268 6,self_attn.k_proj,0.0000025804,0.05000,0.257 6,self_attn.v_proj,0.0000007676,0.05000,0.399 6,self_attn.q_proj,0.0000114309,0.05000,0.400 6,self_attn.o_proj,0.0000002146,0.05000,0.251 6,mlp.gate_proj,0.0000600376,0.05000,0.267 6,mlp.up_proj,0.0000420924,0.05000,0.276 6,mlp.down_proj,0.0000009019,0.05000,1.338 7,self_attn.k_proj,0.0000039587,0.05000,0.267 7,self_attn.q_proj,0.0000166899,0.05000,0.389 7,self_attn.v_proj,0.0000013533,0.05000,0.391 7,self_attn.o_proj,0.0000003905,0.05000,0.282 7,mlp.gate_proj,0.0000611757,0.05000,0.305 7,mlp.up_proj,0.0000478114,0.05000,0.308 7,mlp.down_proj,0.0000011080,0.05000,1.370 8,self_attn.k_proj,0.0000030156,0.05000,0.240 8,self_attn.q_proj,0.0000151704,0.05000,0.440 8,self_attn.v_proj,0.0000010115,0.05000,0.443 8,self_attn.o_proj,0.0000004879,0.05000,0.233 8,mlp.gate_proj,0.0000540080,0.05000,0.284 8,mlp.up_proj,0.0000413425,0.05000,0.298 8,mlp.down_proj,0.0000007874,0.05000,1.348 9,self_attn.k_proj,0.0000090284,0.05000,0.236 9,self_attn.v_proj,0.0000023909,0.05000,0.394 9,self_attn.q_proj,0.0000352399,0.05000,0.423 9,self_attn.o_proj,0.0000003621,0.05000,0.238 9,mlp.gate_proj,0.0000505815,0.05000,0.237 9,mlp.up_proj,0.0000433161,0.05000,0.265 9,mlp.down_proj,0.0000008689,0.05000,1.370 10,self_attn.k_proj,0.0000025689,0.05000,0.246 10,self_attn.v_proj,0.0000018463,0.05000,0.368 10,self_attn.q_proj,0.0000134080,0.05000,0.373 10,self_attn.o_proj,0.0000004496,0.05000,0.223 10,mlp.up_proj,0.0000373606,0.05000,0.249 10,mlp.gate_proj,0.0000484065,0.05000,0.285 10,mlp.down_proj,0.0000007205,0.05000,1.319 11,self_attn.k_proj,0.0000096949,0.05000,0.277 11,self_attn.q_proj,0.0000358525,0.05000,0.465 11,self_attn.v_proj,0.0000026096,0.05000,0.469 11,self_attn.o_proj,0.0000003160,0.05000,0.245 11,mlp.gate_proj,0.0000471413,0.05000,0.256 11,mlp.up_proj,0.0000432136,0.05000,0.275 11,mlp.down_proj,0.0000010805,0.05000,1.266 12,self_attn.k_proj,0.0000025656,0.05000,0.277 12,self_attn.q_proj,0.0000143737,0.05000,0.480 12,self_attn.v_proj,0.0000016514,0.05000,0.485 12,self_attn.o_proj,0.0000005012,0.05000,0.252 12,mlp.up_proj,0.0000396000,0.05000,0.251 12,mlp.gate_proj,0.0000438130,0.05000,0.274 12,mlp.down_proj,0.0000008642,0.05000,1.347 13,self_attn.k_proj,0.0000047205,0.05000,0.264 13,self_attn.q_proj,0.0000238298,0.05000,0.530 13,self_attn.v_proj,0.0000020183,0.05000,0.534 13,self_attn.o_proj,0.0000004878,0.05000,0.262 13,mlp.gate_proj,0.0000470698,0.05000,0.246 13,mlp.up_proj,0.0000468081,0.05000,0.260 13,mlp.down_proj,0.0000011870,0.05000,1.242 14,self_attn.k_proj,0.0000033385,0.05000,0.275 14,self_attn.q_proj,0.0000209151,0.05000,0.441 14,self_attn.v_proj,0.0000030890,0.05000,0.447 14,self_attn.o_proj,0.0000010850,0.05000,0.270 14,mlp.up_proj,0.0000475374,0.05000,0.226 14,mlp.gate_proj,0.0000534707,0.05000,0.294 14,mlp.down_proj,0.0000014841,0.05000,1.378 15,self_attn.k_proj,0.0000037106,0.05000,0.280 15,self_attn.q_proj,0.0000186038,0.05000,0.407 15,self_attn.v_proj,0.0000024893,0.05000,0.410 15,self_attn.o_proj,0.0000006463,0.05000,0.247 15,mlp.gate_proj,0.0000625236,0.05000,0.269 15,mlp.up_proj,0.0000601912,0.05000,0.285 15,mlp.down_proj,0.0000019398,0.05000,1.263 16,self_attn.k_proj,0.0000071184,0.05000,0.239 16,self_attn.v_proj,0.0000057205,0.05000,0.528 16,self_attn.q_proj,0.0000406430,0.05000,0.543 16,self_attn.o_proj,0.0000005914,0.05000,0.268 16,mlp.up_proj,0.0000715898,0.05000,0.255 16,mlp.gate_proj,0.0000915251,0.05000,0.266 16,mlp.down_proj,0.0000035746,0.05000,1.357 17,self_attn.k_proj,0.0000038815,0.05000,0.244 17,self_attn.q_proj,0.0000259958,0.05000,0.342 17,self_attn.v_proj,0.0000036715,0.05000,0.342 17,self_attn.o_proj,0.0000004955,0.05000,0.261 17,mlp.gate_proj,0.0001284090,0.05000,0.227 17,mlp.up_proj,0.0000846460,0.05000,0.239 17,mlp.down_proj,0.0000032604,0.05000,1.224 18,self_attn.k_proj,0.0000044824,0.05000,0.252 18,self_attn.q_proj,0.0000252827,0.05000,0.333 18,self_attn.v_proj,0.0000040620,0.05000,0.336 18,self_attn.o_proj,0.0000007172,0.05000,0.221 18,mlp.up_proj,0.0000873495,0.05000,0.270 18,mlp.gate_proj,0.0001080927,0.05000,0.279 18,mlp.down_proj,0.0000040154,0.05000,1.300 19,self_attn.k_proj,0.0000040385,0.05000,0.257 19,self_attn.v_proj,0.0000038138,0.05000,0.393 19,self_attn.q_proj,0.0000248874,0.05000,0.409 19,self_attn.o_proj,0.0000008094,0.05000,0.230 19,mlp.gate_proj,0.0001446683,0.05000,0.232 19,mlp.up_proj,0.0001231465,0.05000,0.265 19,mlp.down_proj,0.0000073288,0.05000,1.241 20,self_attn.k_proj,0.0000051520,0.05000,0.257 20,self_attn.v_proj,0.0000102601,0.05000,0.331 20,self_attn.q_proj,0.0000350694,0.05000,0.341 20,self_attn.o_proj,0.0000015609,0.05000,0.217 20,mlp.up_proj,0.0001401550,0.05000,0.235 20,mlp.gate_proj,0.0001513926,0.05000,0.260 20,mlp.down_proj,0.0000101059,0.05000,1.319 21,self_attn.k_proj,0.0000052119,0.05000,0.259 21,self_attn.v_proj,0.0000155353,0.05000,0.418 21,self_attn.q_proj,0.0000392914,0.05000,0.429 21,self_attn.o_proj,0.0000030117,0.05000,0.243 21,mlp.gate_proj,0.0001529105,0.05000,0.236 21,mlp.up_proj,0.0001498237,0.05000,0.251 21,mlp.down_proj,0.0000403716,0.05000,1.181 22,self_attn.k_proj,0.0000048279,0.05000,0.280 22,self_attn.q_proj,0.0000367167,0.05000,0.423 22,self_attn.v_proj,0.0000140020,0.05000,0.435 22,self_attn.o_proj,0.0000014592,0.05000,0.233 22,mlp.gate_proj,0.0001180850,0.05000,0.251 22,mlp.up_proj,0.0001251401,0.05000,0.263 22,mlp.down_proj,0.0000136729,0.05000,1.290 23,self_attn.k_proj,0.0000055235,0.05000,0.273 23,self_attn.q_proj,0.0000443739,0.05000,0.404 23,self_attn.v_proj,0.0000110931,0.05000,0.414 23,self_attn.o_proj,0.0000029716,0.05000,0.235 23,mlp.gate_proj,0.0001360635,0.05000,0.258 23,mlp.up_proj,0.0001328737,0.05000,0.277 23,mlp.down_proj,0.0000243960,0.05000,1.267