| { | |
| "best_global_step": 10000, | |
| "best_metric": 10.129691123962402, | |
| "best_model_checkpoint": "distilbert_rand_50_v2/checkpoint-10000", | |
| "epoch": 25.0, | |
| "eval_steps": 10000, | |
| "global_step": 59550, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.20990764063811923, | |
| "grad_norm": 2.654482841491699, | |
| "learning_rate": 5e-06, | |
| "loss": 13.2356, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.41981528127623846, | |
| "grad_norm": 1.8086973428726196, | |
| "learning_rate": 1e-05, | |
| "loss": 11.5224, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.6297229219143576, | |
| "grad_norm": 1.734184741973877, | |
| "learning_rate": 1.5e-05, | |
| "loss": 10.9868, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8396305625524769, | |
| "grad_norm": 2.2412476539611816, | |
| "learning_rate": 2e-05, | |
| "loss": 10.8357, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0495382031905962, | |
| "grad_norm": 2.0357539653778076, | |
| "learning_rate": 2.5e-05, | |
| "loss": 10.7021, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.2594458438287153, | |
| "grad_norm": 2.3354532718658447, | |
| "learning_rate": 3e-05, | |
| "loss": 10.5888, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.4693534844668346, | |
| "grad_norm": 2.455918550491333, | |
| "learning_rate": 3.5e-05, | |
| "loss": 10.4955, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.6792611251049538, | |
| "grad_norm": 2.2312426567077637, | |
| "learning_rate": 4e-05, | |
| "loss": 10.4175, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.8891687657430731, | |
| "grad_norm": 2.462714910507202, | |
| "learning_rate": 4.5e-05, | |
| "loss": 10.3589, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.0990764063811924, | |
| "grad_norm": 2.400935649871826, | |
| "learning_rate": 5e-05, | |
| "loss": 10.3095, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.3089840470193117, | |
| "grad_norm": 2.179032564163208, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 10.2702, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.5188916876574305, | |
| "grad_norm": 2.4195713996887207, | |
| "learning_rate": 6e-05, | |
| "loss": 10.2365, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.72879932829555, | |
| "grad_norm": 2.730342149734497, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 10.2047, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 2.938706968933669, | |
| "grad_norm": 2.8091626167297363, | |
| "learning_rate": 7e-05, | |
| "loss": 10.1773, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.1486146095717884, | |
| "grad_norm": 2.63844895362854, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 10.1273, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.3585222502099077, | |
| "grad_norm": 2.6782772541046143, | |
| "learning_rate": 8e-05, | |
| "loss": 10.0974, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.568429890848027, | |
| "grad_norm": 2.6178882122039795, | |
| "learning_rate": 8.5e-05, | |
| "loss": 10.0834, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 3.7783375314861463, | |
| "grad_norm": 2.458190679550171, | |
| "learning_rate": 9e-05, | |
| "loss": 10.0643, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.988245172124265, | |
| "grad_norm": 2.828200340270996, | |
| "learning_rate": 9.5e-05, | |
| "loss": 10.0514, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "grad_norm": 3.316427707672119, | |
| "learning_rate": 0.0001, | |
| "loss": 9.8946, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "eval_accuracy": 0.1506441470269067, | |
| "eval_loss": 10.129691123962402, | |
| "eval_runtime": 0.8628, | |
| "eval_samples_per_second": 555.15, | |
| "eval_steps_per_second": 5.795, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.408060453400504, | |
| "grad_norm": 3.1053104400634766, | |
| "learning_rate": 9.899091826437942e-05, | |
| "loss": 9.9001, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 4.617968094038623, | |
| "grad_norm": 3.395521402359009, | |
| "learning_rate": 9.798183652875883e-05, | |
| "loss": 9.903, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 4.827875734676742, | |
| "grad_norm": 3.172823190689087, | |
| "learning_rate": 9.697275479313825e-05, | |
| "loss": 9.9128, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.037783375314861, | |
| "grad_norm": 3.802762269973755, | |
| "learning_rate": 9.596367305751767e-05, | |
| "loss": 9.8554, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.247691015952981, | |
| "grad_norm": 3.419677972793579, | |
| "learning_rate": 9.495459132189707e-05, | |
| "loss": 9.6843, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 5.4575986565911, | |
| "grad_norm": 3.1203525066375732, | |
| "learning_rate": 9.394550958627649e-05, | |
| "loss": 9.7106, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 5.667506297229219, | |
| "grad_norm": 3.380894899368286, | |
| "learning_rate": 9.293642785065591e-05, | |
| "loss": 9.7358, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 5.877413937867338, | |
| "grad_norm": 3.52885103225708, | |
| "learning_rate": 9.192734611503532e-05, | |
| "loss": 9.7491, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 6.087321578505458, | |
| "grad_norm": 3.5351815223693848, | |
| "learning_rate": 9.091826437941474e-05, | |
| "loss": 9.6395, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 6.297229219143577, | |
| "grad_norm": 3.486654281616211, | |
| "learning_rate": 8.990918264379415e-05, | |
| "loss": 9.528, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 6.507136859781696, | |
| "grad_norm": 3.5609726905822754, | |
| "learning_rate": 8.890010090817356e-05, | |
| "loss": 9.5576, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 6.717044500419815, | |
| "grad_norm": 3.4209423065185547, | |
| "learning_rate": 8.789101917255298e-05, | |
| "loss": 9.5892, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 6.926952141057934, | |
| "grad_norm": 3.8070693016052246, | |
| "learning_rate": 8.68819374369324e-05, | |
| "loss": 9.6046, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 7.136859781696054, | |
| "grad_norm": 3.740973711013794, | |
| "learning_rate": 8.58728557013118e-05, | |
| "loss": 9.4002, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 7.346767422334173, | |
| "grad_norm": 4.353114604949951, | |
| "learning_rate": 8.486377396569122e-05, | |
| "loss": 9.3255, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 7.5566750629722925, | |
| "grad_norm": 3.9671778678894043, | |
| "learning_rate": 8.385469223007064e-05, | |
| "loss": 9.3593, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 7.766582703610411, | |
| "grad_norm": 4.088095664978027, | |
| "learning_rate": 8.284561049445006e-05, | |
| "loss": 9.3918, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 7.97649034424853, | |
| "grad_norm": 4.308635234832764, | |
| "learning_rate": 8.183652875882947e-05, | |
| "loss": 9.4039, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 8.18639798488665, | |
| "grad_norm": 4.793691635131836, | |
| "learning_rate": 8.082744702320889e-05, | |
| "loss": 9.0403, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "grad_norm": 5.178264617919922, | |
| "learning_rate": 7.98183652875883e-05, | |
| "loss": 9.0265, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "eval_accuracy": 0.1519402901315974, | |
| "eval_loss": 10.667503356933594, | |
| "eval_runtime": 0.818, | |
| "eval_samples_per_second": 585.587, | |
| "eval_steps_per_second": 6.113, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.606213266162888, | |
| "grad_norm": 5.22618293762207, | |
| "learning_rate": 7.880928355196771e-05, | |
| "loss": 9.0511, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 8.816120906801007, | |
| "grad_norm": 5.140614986419678, | |
| "learning_rate": 7.780020181634713e-05, | |
| "loss": 9.0922, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 9.026028547439127, | |
| "grad_norm": 6.019027233123779, | |
| "learning_rate": 7.679112008072655e-05, | |
| "loss": 9.0378, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 9.235936188077247, | |
| "grad_norm": 5.943739891052246, | |
| "learning_rate": 7.578203834510595e-05, | |
| "loss": 8.6197, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 9.445843828715365, | |
| "grad_norm": 6.256453037261963, | |
| "learning_rate": 7.477295660948537e-05, | |
| "loss": 8.644, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 9.655751469353484, | |
| "grad_norm": 6.752525806427002, | |
| "learning_rate": 7.376387487386479e-05, | |
| "loss": 8.7002, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 9.865659109991604, | |
| "grad_norm": 6.760085105895996, | |
| "learning_rate": 7.27547931382442e-05, | |
| "loss": 8.7088, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 10.075566750629722, | |
| "grad_norm": 6.823685646057129, | |
| "learning_rate": 7.174571140262362e-05, | |
| "loss": 8.5395, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 10.285474391267842, | |
| "grad_norm": 6.6949028968811035, | |
| "learning_rate": 7.073662966700304e-05, | |
| "loss": 8.2398, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 10.495382031905962, | |
| "grad_norm": 6.399642467498779, | |
| "learning_rate": 6.972754793138244e-05, | |
| "loss": 8.2619, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 10.705289672544081, | |
| "grad_norm": 7.6814494132995605, | |
| "learning_rate": 6.871846619576186e-05, | |
| "loss": 8.3142, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 10.9151973131822, | |
| "grad_norm": 7.36984920501709, | |
| "learning_rate": 6.770938446014128e-05, | |
| "loss": 8.3451, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 11.125104953820319, | |
| "grad_norm": 7.151028156280518, | |
| "learning_rate": 6.670030272452068e-05, | |
| "loss": 8.0434, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 11.335012594458439, | |
| "grad_norm": 8.322630882263184, | |
| "learning_rate": 6.56912209889001e-05, | |
| "loss": 7.8841, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 11.544920235096557, | |
| "grad_norm": 7.856650352478027, | |
| "learning_rate": 6.468213925327952e-05, | |
| "loss": 7.9312, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 11.754827875734676, | |
| "grad_norm": 8.230381965637207, | |
| "learning_rate": 6.367305751765893e-05, | |
| "loss": 7.9579, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 11.964735516372796, | |
| "grad_norm": 7.677419185638428, | |
| "learning_rate": 6.266397578203835e-05, | |
| "loss": 7.9988, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 12.174643157010916, | |
| "grad_norm": 8.350260734558105, | |
| "learning_rate": 6.165489404641777e-05, | |
| "loss": 7.5902, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 12.384550797649034, | |
| "grad_norm": 9.383851051330566, | |
| "learning_rate": 6.064581231079718e-05, | |
| "loss": 7.5395, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "grad_norm": 9.167280197143555, | |
| "learning_rate": 5.963673057517659e-05, | |
| "loss": 7.5938, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "eval_accuracy": 0.1528667767299997, | |
| "eval_loss": 12.15234088897705, | |
| "eval_runtime": 0.8363, | |
| "eval_samples_per_second": 572.732, | |
| "eval_steps_per_second": 5.978, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.804366078925273, | |
| "grad_norm": 9.172540664672852, | |
| "learning_rate": 5.8627648839556e-05, | |
| "loss": 7.6402, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 13.014273719563391, | |
| "grad_norm": 9.858193397521973, | |
| "learning_rate": 5.7618567103935416e-05, | |
| "loss": 7.6299, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 13.224181360201511, | |
| "grad_norm": 8.385052680969238, | |
| "learning_rate": 5.660948536831484e-05, | |
| "loss": 7.1953, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 13.43408900083963, | |
| "grad_norm": 10.600648880004883, | |
| "learning_rate": 5.5600403632694254e-05, | |
| "loss": 7.2477, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 13.64399664147775, | |
| "grad_norm": 9.292642593383789, | |
| "learning_rate": 5.4591321897073666e-05, | |
| "loss": 7.3049, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 13.853904282115868, | |
| "grad_norm": 9.895312309265137, | |
| "learning_rate": 5.358224016145308e-05, | |
| "loss": 7.3147, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 14.063811922753988, | |
| "grad_norm": 9.32699203491211, | |
| "learning_rate": 5.257315842583249e-05, | |
| "loss": 7.2173, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 14.273719563392108, | |
| "grad_norm": 8.1248779296875, | |
| "learning_rate": 5.15640766902119e-05, | |
| "loss": 6.9594, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 14.483627204030226, | |
| "grad_norm": 9.73206615447998, | |
| "learning_rate": 5.055499495459133e-05, | |
| "loss": 6.9976, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 14.693534844668346, | |
| "grad_norm": 10.707878112792969, | |
| "learning_rate": 4.954591321897074e-05, | |
| "loss": 7.0311, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 14.903442485306465, | |
| "grad_norm": 10.610901832580566, | |
| "learning_rate": 4.853683148335015e-05, | |
| "loss": 7.0584, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 15.113350125944585, | |
| "grad_norm": 8.190956115722656, | |
| "learning_rate": 4.7527749747729566e-05, | |
| "loss": 6.8945, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 15.323257766582703, | |
| "grad_norm": 11.0116605758667, | |
| "learning_rate": 4.6518668012108985e-05, | |
| "loss": 6.77, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 15.533165407220823, | |
| "grad_norm": 10.029074668884277, | |
| "learning_rate": 4.55095862764884e-05, | |
| "loss": 6.8023, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 15.743073047858942, | |
| "grad_norm": 9.985063552856445, | |
| "learning_rate": 4.450050454086781e-05, | |
| "loss": 6.8255, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 15.95298068849706, | |
| "grad_norm": 12.623684883117676, | |
| "learning_rate": 4.349142280524723e-05, | |
| "loss": 6.8486, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 16.162888329135182, | |
| "grad_norm": 9.287301063537598, | |
| "learning_rate": 4.248234106962664e-05, | |
| "loss": 6.6617, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 16.3727959697733, | |
| "grad_norm": 10.953415870666504, | |
| "learning_rate": 4.147325933400605e-05, | |
| "loss": 6.6503, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 16.582703610411418, | |
| "grad_norm": 10.664518356323242, | |
| "learning_rate": 4.046417759838547e-05, | |
| "loss": 6.6505, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "grad_norm": 9.114075660705566, | |
| "learning_rate": 3.9455095862764884e-05, | |
| "loss": 6.6753, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "eval_accuracy": 0.15156442749803745, | |
| "eval_loss": 13.50600814819336, | |
| "eval_runtime": 0.8439, | |
| "eval_samples_per_second": 567.59, | |
| "eval_steps_per_second": 5.925, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 17.002518891687657, | |
| "grad_norm": 7.26846981048584, | |
| "learning_rate": 3.84460141271443e-05, | |
| "loss": 6.6952, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 17.212426532325775, | |
| "grad_norm": 6.937128067016602, | |
| "learning_rate": 3.7436932391523715e-05, | |
| "loss": 6.5264, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 17.422334172963897, | |
| "grad_norm": 9.404059410095215, | |
| "learning_rate": 3.642785065590313e-05, | |
| "loss": 6.5351, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 17.632241813602015, | |
| "grad_norm": 9.156888008117676, | |
| "learning_rate": 3.541876892028255e-05, | |
| "loss": 6.558, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 17.842149454240133, | |
| "grad_norm": 7.921253681182861, | |
| "learning_rate": 3.440968718466196e-05, | |
| "loss": 6.5764, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 18.052057094878254, | |
| "grad_norm": 8.91440200805664, | |
| "learning_rate": 3.340060544904137e-05, | |
| "loss": 6.5503, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 18.261964735516372, | |
| "grad_norm": 9.434792518615723, | |
| "learning_rate": 3.239152371342079e-05, | |
| "loss": 6.4687, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 18.471872376154494, | |
| "grad_norm": 7.329489707946777, | |
| "learning_rate": 3.13824419778002e-05, | |
| "loss": 6.4783, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 18.68178001679261, | |
| "grad_norm": 9.097280502319336, | |
| "learning_rate": 3.0373360242179615e-05, | |
| "loss": 6.4916, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 18.89168765743073, | |
| "grad_norm": 7.823692321777344, | |
| "learning_rate": 2.9364278506559034e-05, | |
| "loss": 6.5121, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 19.10159529806885, | |
| "grad_norm": 9.118895530700684, | |
| "learning_rate": 2.8355196770938446e-05, | |
| "loss": 6.4479, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 19.31150293870697, | |
| "grad_norm": 8.967138290405273, | |
| "learning_rate": 2.734611503531786e-05, | |
| "loss": 6.418, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 19.521410579345087, | |
| "grad_norm": 9.329202651977539, | |
| "learning_rate": 2.6337033299697278e-05, | |
| "loss": 6.4214, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 19.73131821998321, | |
| "grad_norm": 9.571353912353516, | |
| "learning_rate": 2.532795156407669e-05, | |
| "loss": 6.4222, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 19.941225860621326, | |
| "grad_norm": 6.103086948394775, | |
| "learning_rate": 2.4318869828456106e-05, | |
| "loss": 6.426, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 20.151133501259444, | |
| "grad_norm": 7.004849433898926, | |
| "learning_rate": 2.330978809283552e-05, | |
| "loss": 6.3975, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 20.361041141897566, | |
| "grad_norm": 9.450573921203613, | |
| "learning_rate": 2.2300706357214934e-05, | |
| "loss": 6.3794, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 20.570948782535684, | |
| "grad_norm": 5.927501678466797, | |
| "learning_rate": 2.129162462159435e-05, | |
| "loss": 6.3728, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 20.7808564231738, | |
| "grad_norm": 7.504936695098877, | |
| "learning_rate": 2.0282542885973765e-05, | |
| "loss": 6.375, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "grad_norm": 5.263129711151123, | |
| "learning_rate": 1.927346115035318e-05, | |
| "loss": 6.3865, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "eval_accuracy": 0.1516527882916982, | |
| "eval_loss": 14.12132453918457, | |
| "eval_runtime": 0.8368, | |
| "eval_samples_per_second": 572.413, | |
| "eval_steps_per_second": 5.975, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 21.20067170445004, | |
| "grad_norm": 5.663426876068115, | |
| "learning_rate": 1.8264379414732593e-05, | |
| "loss": 6.3381, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 21.410579345088163, | |
| "grad_norm": 7.3178181648254395, | |
| "learning_rate": 1.725529767911201e-05, | |
| "loss": 6.3551, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 21.62048698572628, | |
| "grad_norm": 8.326308250427246, | |
| "learning_rate": 1.6246215943491424e-05, | |
| "loss": 6.3379, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 21.8303946263644, | |
| "grad_norm": 8.359925270080566, | |
| "learning_rate": 1.5237134207870837e-05, | |
| "loss": 6.3383, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 22.04030226700252, | |
| "grad_norm": 3.8704984188079834, | |
| "learning_rate": 1.4228052472250252e-05, | |
| "loss": 6.3344, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 22.250209907640638, | |
| "grad_norm": 5.124746799468994, | |
| "learning_rate": 1.3218970736629668e-05, | |
| "loss": 6.3043, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 22.460117548278756, | |
| "grad_norm": 8.9225492477417, | |
| "learning_rate": 1.2209889001009082e-05, | |
| "loss": 6.3044, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 22.670025188916878, | |
| "grad_norm": 6.467714786529541, | |
| "learning_rate": 1.1200807265388496e-05, | |
| "loss": 6.3148, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 22.879932829554996, | |
| "grad_norm": 5.8907012939453125, | |
| "learning_rate": 1.0191725529767912e-05, | |
| "loss": 6.3029, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 23.089840470193113, | |
| "grad_norm": 5.726820468902588, | |
| "learning_rate": 9.182643794147326e-06, | |
| "loss": 6.2945, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 23.299748110831235, | |
| "grad_norm": 8.676447868347168, | |
| "learning_rate": 8.173562058526741e-06, | |
| "loss": 6.2752, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 23.509655751469353, | |
| "grad_norm": 6.037963390350342, | |
| "learning_rate": 7.164480322906156e-06, | |
| "loss": 6.2896, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 23.719563392107474, | |
| "grad_norm": 6.0700883865356445, | |
| "learning_rate": 6.155398587285571e-06, | |
| "loss": 6.2668, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 23.929471032745592, | |
| "grad_norm": 6.540452003479004, | |
| "learning_rate": 5.146316851664986e-06, | |
| "loss": 6.2783, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 24.13937867338371, | |
| "grad_norm": 4.93905782699585, | |
| "learning_rate": 4.1372351160444e-06, | |
| "loss": 6.2632, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 24.349286314021832, | |
| "grad_norm": 8.611550331115723, | |
| "learning_rate": 3.1281533804238145e-06, | |
| "loss": 6.2699, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 24.55919395465995, | |
| "grad_norm": 5.015688896179199, | |
| "learning_rate": 2.1190716448032293e-06, | |
| "loss": 6.2675, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 24.769101595298068, | |
| "grad_norm": 6.46795129776001, | |
| "learning_rate": 1.109989909182644e-06, | |
| "loss": 6.2634, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 24.97900923593619, | |
| "grad_norm": 6.047255992889404, | |
| "learning_rate": 1.0090817356205853e-07, | |
| "loss": 6.2544, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "step": 59550, | |
| "total_flos": 7.68761901614592e+17, | |
| "train_loss": 8.045040057203932, | |
| "train_runtime": 16960.8581, | |
| "train_samples_per_second": 337.01, | |
| "train_steps_per_second": 3.511 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 59550, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 25, | |
| "save_steps": 10000, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.68761901614592e+17, | |
| "train_batch_size": 96, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |