| { | |
| "best_metric": 1.0423126220703125, | |
| "best_model_checkpoint": "./outputs/llava-mistral/RLAIF-V-Cosi-q0_50/checkpoint-400", | |
| "epoch": 2.782608695652174, | |
| "eval_steps": 50, | |
| "global_step": 400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.034782608695652174, | |
| "grad_norm": 27.662987193358703, | |
| "learning_rate": 5e-07, | |
| "loss": 1.6833, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.06956521739130435, | |
| "grad_norm": 13.995087929114321, | |
| "learning_rate": 1e-06, | |
| "loss": 1.5247, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.10434782608695652, | |
| "grad_norm": 7.541630391104073, | |
| "learning_rate": 9.99648681635985e-07, | |
| "loss": 1.2991, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.1391304347826087, | |
| "grad_norm": 5.489316670983378, | |
| "learning_rate": 9.985952202423114e-07, | |
| "loss": 1.2447, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.17391304347826086, | |
| "grad_norm": 5.136089076739333, | |
| "learning_rate": 9.96841096220313e-07, | |
| "loss": 1.1959, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.20869565217391303, | |
| "grad_norm": 5.414214340511089, | |
| "learning_rate": 9.943887745939163e-07, | |
| "loss": 1.1638, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.24347826086956523, | |
| "grad_norm": 5.152832718688883, | |
| "learning_rate": 9.912417015456088e-07, | |
| "loss": 1.1559, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.2782608695652174, | |
| "grad_norm": 4.840777750826951, | |
| "learning_rate": 9.874042995736093e-07, | |
| "loss": 1.1673, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.3130434782608696, | |
| "grad_norm": 4.747365301611716, | |
| "learning_rate": 9.828819612770495e-07, | |
| "loss": 1.1403, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.34782608695652173, | |
| "grad_norm": 4.903438717062914, | |
| "learning_rate": 9.77681041777897e-07, | |
| "loss": 1.1387, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.34782608695652173, | |
| "eval_loss": 1.1293702125549316, | |
| "eval_runtime": 71.7154, | |
| "eval_samples_per_second": 56.975, | |
| "eval_steps_per_second": 0.892, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.3826086956521739, | |
| "grad_norm": 4.784163808478027, | |
| "learning_rate": 9.718088497902707e-07, | |
| "loss": 1.1378, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.41739130434782606, | |
| "grad_norm": 4.940465636430018, | |
| "learning_rate": 9.652736373497e-07, | |
| "loss": 1.1359, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.45217391304347826, | |
| "grad_norm": 4.908919655982328, | |
| "learning_rate": 9.580845882167572e-07, | |
| "loss": 1.1054, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.48695652173913045, | |
| "grad_norm": 4.804151392451496, | |
| "learning_rate": 9.502518049713631e-07, | |
| "loss": 1.1003, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.5217391304347826, | |
| "grad_norm": 5.02157901407176, | |
| "learning_rate": 9.417862948158997e-07, | |
| "loss": 1.1012, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.5565217391304348, | |
| "grad_norm": 4.674083326212897, | |
| "learning_rate": 9.326999541070803e-07, | |
| "loss": 1.1004, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.591304347826087, | |
| "grad_norm": 4.873056311068642, | |
| "learning_rate": 9.23005551638316e-07, | |
| "loss": 1.1176, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.6260869565217392, | |
| "grad_norm": 4.8872398044511725, | |
| "learning_rate": 9.127167106960681e-07, | |
| "loss": 1.0953, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.6608695652173913, | |
| "grad_norm": 4.895825564974144, | |
| "learning_rate": 9.018478899154066e-07, | |
| "loss": 1.0863, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.6956521739130435, | |
| "grad_norm": 5.166155043032071, | |
| "learning_rate": 8.904143629616732e-07, | |
| "loss": 1.0986, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.6956521739130435, | |
| "eval_loss": 1.0837830305099487, | |
| "eval_runtime": 70.6524, | |
| "eval_samples_per_second": 57.832, | |
| "eval_steps_per_second": 0.906, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.7304347826086957, | |
| "grad_norm": 5.2985929076708045, | |
| "learning_rate": 8.784321970668053e-07, | |
| "loss": 1.0741, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.7652173913043478, | |
| "grad_norm": 4.689563303857618, | |
| "learning_rate": 8.659182304504808e-07, | |
| "loss": 1.0891, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "grad_norm": 4.9567032009809235, | |
| "learning_rate": 8.528900486578158e-07, | |
| "loss": 1.0738, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.8347826086956521, | |
| "grad_norm": 4.991558123014301, | |
| "learning_rate": 8.393659598468642e-07, | |
| "loss": 1.0691, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.8695652173913043, | |
| "grad_norm": 5.066850027771844, | |
| "learning_rate": 8.253649690606494e-07, | |
| "loss": 1.0759, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.9043478260869565, | |
| "grad_norm": 4.76302682218398, | |
| "learning_rate": 8.10906751519882e-07, | |
| "loss": 1.0619, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.9391304347826087, | |
| "grad_norm": 4.5649236697962605, | |
| "learning_rate": 7.960116249738937e-07, | |
| "loss": 1.06, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.9739130434782609, | |
| "grad_norm": 5.1197283855125795, | |
| "learning_rate": 7.807005211486444e-07, | |
| "loss": 1.0632, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.008695652173913, | |
| "grad_norm": 5.776747498694688, | |
| "learning_rate": 7.649949563319227e-07, | |
| "loss": 1.0377, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 1.0434782608695652, | |
| "grad_norm": 5.61630184476014, | |
| "learning_rate": 7.489170011370779e-07, | |
| "loss": 0.9413, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.0434782608695652, | |
| "eval_loss": 1.0630384683609009, | |
| "eval_runtime": 70.2189, | |
| "eval_samples_per_second": 58.189, | |
| "eval_steps_per_second": 0.911, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.0782608695652174, | |
| "grad_norm": 5.1690625947327975, | |
| "learning_rate": 7.324892494877733e-07, | |
| "loss": 0.9337, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 1.1130434782608696, | |
| "grad_norm": 5.298477294496114, | |
| "learning_rate": 7.15734786867344e-07, | |
| "loss": 0.9139, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.1478260869565218, | |
| "grad_norm": 5.205807925552876, | |
| "learning_rate": 6.986771578773811e-07, | |
| "loss": 0.9151, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 1.182608695652174, | |
| "grad_norm": 5.913625439498387, | |
| "learning_rate": 6.81340333151128e-07, | |
| "loss": 0.9238, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.2173913043478262, | |
| "grad_norm": 5.640823940985171, | |
| "learning_rate": 6.637486756681842e-07, | |
| "loss": 0.9168, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 1.2521739130434781, | |
| "grad_norm": 5.877719234112348, | |
| "learning_rate": 6.459269065178591e-07, | |
| "loss": 0.9171, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.2869565217391306, | |
| "grad_norm": 5.5144114934814334, | |
| "learning_rate": 6.279000701592794e-07, | |
| "loss": 0.9259, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 1.3217391304347825, | |
| "grad_norm": 5.240042947267847, | |
| "learning_rate": 6.096934992270767e-07, | |
| "loss": 0.9273, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.3565217391304347, | |
| "grad_norm": 5.190013788934036, | |
| "learning_rate": 5.913327789321077e-07, | |
| "loss": 0.9145, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 1.391304347826087, | |
| "grad_norm": 5.967784073401065, | |
| "learning_rate": 5.728437111072375e-07, | |
| "loss": 0.9147, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.391304347826087, | |
| "eval_loss": 1.0509551763534546, | |
| "eval_runtime": 70.5155, | |
| "eval_samples_per_second": 57.945, | |
| "eval_steps_per_second": 0.908, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.4260869565217391, | |
| "grad_norm": 5.411235956525858, | |
| "learning_rate": 5.542522779487071e-07, | |
| "loss": 0.9193, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 1.4608695652173913, | |
| "grad_norm": 5.59012586828579, | |
| "learning_rate": 5.355846055040448e-07, | |
| "loss": 0.9067, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.4956521739130435, | |
| "grad_norm": 5.384704251574017, | |
| "learning_rate": 5.168669269578232e-07, | |
| "loss": 0.9131, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 1.5304347826086957, | |
| "grad_norm": 5.57479352243273, | |
| "learning_rate": 4.981255457668624e-07, | |
| "loss": 0.8942, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.5652173913043477, | |
| "grad_norm": 5.463119101861457, | |
| "learning_rate": 4.793867986966802e-07, | |
| "loss": 0.9294, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "grad_norm": 5.4708003052094005, | |
| "learning_rate": 4.606770188111338e-07, | |
| "loss": 0.9111, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.634782608695652, | |
| "grad_norm": 5.568398955000735, | |
| "learning_rate": 4.420224984672653e-07, | |
| "loss": 0.9099, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 1.6695652173913045, | |
| "grad_norm": 5.68039222529444, | |
| "learning_rate": 4.2344945236734963e-07, | |
| "loss": 0.9073, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.7043478260869565, | |
| "grad_norm": 5.2293512491951315, | |
| "learning_rate": 4.049839807200688e-07, | |
| "loss": 0.908, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 1.7391304347826086, | |
| "grad_norm": 5.782117460596377, | |
| "learning_rate": 3.866520325625825e-07, | |
| "loss": 0.9097, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.7391304347826086, | |
| "eval_loss": 1.0377378463745117, | |
| "eval_runtime": 70.8114, | |
| "eval_samples_per_second": 57.703, | |
| "eval_steps_per_second": 0.904, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.7739130434782608, | |
| "grad_norm": 5.732500362531355, | |
| "learning_rate": 3.684793692950344e-07, | |
| "loss": 0.8975, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 1.808695652173913, | |
| "grad_norm": 5.818636957308969, | |
| "learning_rate": 3.504915284787405e-07, | |
| "loss": 0.9214, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.8434782608695652, | |
| "grad_norm": 5.455615333156063, | |
| "learning_rate": 3.327137879489312e-07, | |
| "loss": 0.9069, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 1.8782608695652174, | |
| "grad_norm": 5.7276818612093985, | |
| "learning_rate": 3.1517113029248233e-07, | |
| "loss": 0.9095, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.9130434782608696, | |
| "grad_norm": 5.482559766492109, | |
| "learning_rate": 2.9788820774054697e-07, | |
| "loss": 0.892, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 1.9478260869565216, | |
| "grad_norm": 5.334288743778187, | |
| "learning_rate": 2.8088930752543063e-07, | |
| "loss": 0.8931, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.982608695652174, | |
| "grad_norm": 5.688455541428037, | |
| "learning_rate": 2.641983177503876e-07, | |
| "loss": 0.9201, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 2.017391304347826, | |
| "grad_norm": 6.2731660854774045, | |
| "learning_rate": 2.4783869382030424e-07, | |
| "loss": 0.8534, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.0521739130434784, | |
| "grad_norm": 6.243694430077812, | |
| "learning_rate": 2.3183342548044065e-07, | |
| "loss": 0.8189, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 2.0869565217391304, | |
| "grad_norm": 5.92909426577586, | |
| "learning_rate": 2.1620500450955221e-07, | |
| "loss": 0.8125, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.0869565217391304, | |
| "eval_loss": 1.0442272424697876, | |
| "eval_runtime": 70.8351, | |
| "eval_samples_per_second": 57.683, | |
| "eval_steps_per_second": 0.904, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.121739130434783, | |
| "grad_norm": 5.992567774134156, | |
| "learning_rate": 2.0097539311278898e-07, | |
| "loss": 0.8161, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 2.1565217391304348, | |
| "grad_norm": 5.764357489612678, | |
| "learning_rate": 1.8616599305879333e-07, | |
| "loss": 0.8136, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.1913043478260867, | |
| "grad_norm": 6.51190808882011, | |
| "learning_rate": 1.7179761560436097e-07, | |
| "loss": 0.8154, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 2.226086956521739, | |
| "grad_norm": 6.146915879474114, | |
| "learning_rate": 1.5789045224893538e-07, | |
| "loss": 0.8086, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.260869565217391, | |
| "grad_norm": 5.7736818396501, | |
| "learning_rate": 1.444640463600293e-07, | |
| "loss": 0.8099, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 2.2956521739130435, | |
| "grad_norm": 5.938531390491637, | |
| "learning_rate": 1.3153726570944828e-07, | |
| "loss": 0.7974, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.3304347826086955, | |
| "grad_norm": 6.123098412464914, | |
| "learning_rate": 1.1912827595891312e-07, | |
| "loss": 0.8068, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 2.365217391304348, | |
| "grad_norm": 5.919969337712625, | |
| "learning_rate": 1.0725451513233674e-07, | |
| "loss": 0.8067, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "grad_norm": 5.639760238600868, | |
| "learning_rate": 9.593266911063253e-08, | |
| "loss": 0.8124, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 2.4347826086956523, | |
| "grad_norm": 5.962220123289774, | |
| "learning_rate": 8.517864818348803e-08, | |
| "loss": 0.8092, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.4347826086956523, | |
| "eval_loss": 1.0428001880645752, | |
| "eval_runtime": 70.8204, | |
| "eval_samples_per_second": 57.695, | |
| "eval_steps_per_second": 0.904, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.4695652173913043, | |
| "grad_norm": 5.957837552151978, | |
| "learning_rate": 7.500756469105818e-08, | |
| "loss": 0.8206, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 2.5043478260869563, | |
| "grad_norm": 5.812454429730802, | |
| "learning_rate": 6.543371178699442e-08, | |
| "loss": 0.8063, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.5391304347826087, | |
| "grad_norm": 5.916588345067891, | |
| "learning_rate": 5.647054335265489e-08, | |
| "loss": 0.812, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 2.573913043478261, | |
| "grad_norm": 6.012523824031492, | |
| "learning_rate": 4.813065509072278e-08, | |
| "loss": 0.8124, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 2.608695652173913, | |
| "grad_norm": 5.568112392214681, | |
| "learning_rate": 4.0425766824798814e-08, | |
| "loss": 0.8066, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 2.643478260869565, | |
| "grad_norm": 5.599798167459086, | |
| "learning_rate": 3.3366706029845096e-08, | |
| "loss": 0.8046, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 2.6782608695652175, | |
| "grad_norm": 5.881826522090271, | |
| "learning_rate": 2.696339261662156e-08, | |
| "loss": 0.8165, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 2.7130434782608694, | |
| "grad_norm": 5.992599956475565, | |
| "learning_rate": 2.122482499149869e-08, | |
| "loss": 0.8057, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 2.747826086956522, | |
| "grad_norm": 5.663986990278859, | |
| "learning_rate": 1.6159067411235737e-08, | |
| "loss": 0.7964, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 2.782608695652174, | |
| "grad_norm": 5.977333309297443, | |
| "learning_rate": 1.177323865049512e-08, | |
| "loss": 0.8049, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.782608695652174, | |
| "eval_loss": 1.0423126220703125, | |
| "eval_runtime": 70.855, | |
| "eval_samples_per_second": 57.667, | |
| "eval_steps_per_second": 0.903, | |
| "step": 400 | |
| } | |
| ], | |
| "logging_steps": 5, | |
| "max_steps": 429, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 100, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2358347349098496.0, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |