| { | |
| "best_metric": 5.793323516845703, | |
| "best_model_checkpoint": "turkish-embedding-model/checkpoint-1564", | |
| "epoch": 2.0, | |
| "eval_steps": 500, | |
| "global_step": 1564, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0319693094629156, | |
| "grad_norm": 70.72708129882812, | |
| "learning_rate": 1.1253196930946293e-06, | |
| "loss": 17.17, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.0639386189258312, | |
| "grad_norm": 81.68770599365234, | |
| "learning_rate": 2.4040920716112534e-06, | |
| "loss": 16.4932, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.0959079283887468, | |
| "grad_norm": 109.91338348388672, | |
| "learning_rate": 3.6828644501278778e-06, | |
| "loss": 16.5976, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.1278772378516624, | |
| "grad_norm": 73.892578125, | |
| "learning_rate": 4.961636828644502e-06, | |
| "loss": 15.6991, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.159846547314578, | |
| "grad_norm": 79.35150909423828, | |
| "learning_rate": 6.240409207161126e-06, | |
| "loss": 14.876, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.1918158567774936, | |
| "grad_norm": 83.0904541015625, | |
| "learning_rate": 7.5191815856777495e-06, | |
| "loss": 14.4828, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.2237851662404092, | |
| "grad_norm": 76.82855987548828, | |
| "learning_rate": 8.797953964194374e-06, | |
| "loss": 12.7061, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.2557544757033248, | |
| "grad_norm": 51.30181121826172, | |
| "learning_rate": 1.0076726342710998e-05, | |
| "loss": 10.8687, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.2877237851662404, | |
| "grad_norm": 18.70808219909668, | |
| "learning_rate": 1.1355498721227622e-05, | |
| "loss": 8.3797, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.319693094629156, | |
| "grad_norm": 1.3039417266845703, | |
| "learning_rate": 1.2634271099744246e-05, | |
| "loss": 6.2029, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.3516624040920716, | |
| "grad_norm": 0.2324853092432022, | |
| "learning_rate": 1.391304347826087e-05, | |
| "loss": 5.8228, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.3836317135549872, | |
| "grad_norm": 0.1757364720106125, | |
| "learning_rate": 1.5191815856777494e-05, | |
| "loss": 5.811, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.4156010230179028, | |
| "grad_norm": 0.1788654774427414, | |
| "learning_rate": 1.647058823529412e-05, | |
| "loss": 5.8079, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.4475703324808184, | |
| "grad_norm": 0.12862567603588104, | |
| "learning_rate": 1.7749360613810744e-05, | |
| "loss": 5.8077, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.479539641943734, | |
| "grad_norm": 0.14497514069080353, | |
| "learning_rate": 1.9028132992327367e-05, | |
| "loss": 5.8035, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.5115089514066496, | |
| "grad_norm": 0.1350390762090683, | |
| "learning_rate": 1.996589940323956e-05, | |
| "loss": 5.8072, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.5434782608695652, | |
| "grad_norm": 0.1435602754354477, | |
| "learning_rate": 1.9823813583404378e-05, | |
| "loss": 5.8033, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.5754475703324808, | |
| "grad_norm": 0.11389254033565521, | |
| "learning_rate": 1.96817277635692e-05, | |
| "loss": 5.8086, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.6074168797953964, | |
| "grad_norm": 0.15821650624275208, | |
| "learning_rate": 1.9539641943734017e-05, | |
| "loss": 5.81, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.639386189258312, | |
| "grad_norm": 0.1179889366030693, | |
| "learning_rate": 1.9397556123898838e-05, | |
| "loss": 5.7949, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.6713554987212276, | |
| "grad_norm": 0.10912967473268509, | |
| "learning_rate": 1.9255470304063656e-05, | |
| "loss": 5.8079, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 0.7033248081841432, | |
| "grad_norm": 0.11702870577573776, | |
| "learning_rate": 1.9113384484228477e-05, | |
| "loss": 5.8057, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.7352941176470589, | |
| "grad_norm": 0.13132448494434357, | |
| "learning_rate": 1.8971298664393295e-05, | |
| "loss": 5.8097, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 0.7672634271099744, | |
| "grad_norm": 0.15833145380020142, | |
| "learning_rate": 1.8829212844558116e-05, | |
| "loss": 5.7986, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.7992327365728901, | |
| "grad_norm": 0.11651863902807236, | |
| "learning_rate": 1.8687127024722937e-05, | |
| "loss": 5.8051, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.8312020460358056, | |
| "grad_norm": 0.5393890142440796, | |
| "learning_rate": 1.854504120488775e-05, | |
| "loss": 5.8041, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.8631713554987213, | |
| "grad_norm": 0.6457561254501343, | |
| "learning_rate": 1.8402955385052572e-05, | |
| "loss": 5.7907, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 0.8951406649616368, | |
| "grad_norm": 0.5643135905265808, | |
| "learning_rate": 1.8260869565217393e-05, | |
| "loss": 5.7991, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.9271099744245525, | |
| "grad_norm": 3.214787721633911, | |
| "learning_rate": 1.811878374538221e-05, | |
| "loss": 5.8035, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 0.959079283887468, | |
| "grad_norm": 2.781162977218628, | |
| "learning_rate": 1.7976697925547032e-05, | |
| "loss": 5.7945, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.9910485933503836, | |
| "grad_norm": 0.38559335470199585, | |
| "learning_rate": 1.783461210571185e-05, | |
| "loss": 5.8077, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 5.8023600578308105, | |
| "eval_runtime": 18.0632, | |
| "eval_samples_per_second": 276.805, | |
| "eval_steps_per_second": 4.374, | |
| "eval_tr_ling_pearson_cosine": 0.017751548525136808, | |
| "eval_tr_ling_pearson_dot": 0.025703597820631346, | |
| "eval_tr_ling_pearson_euclidean": 0.02195284877201089, | |
| "eval_tr_ling_pearson_manhattan": 0.02083376479528459, | |
| "eval_tr_ling_pearson_max": 0.025703597820631346, | |
| "eval_tr_ling_spearman_cosine": 0.027108099994157316, | |
| "eval_tr_ling_spearman_dot": 0.03304394653738539, | |
| "eval_tr_ling_spearman_euclidean": 0.025485959636772793, | |
| "eval_tr_ling_spearman_manhattan": 0.024466610177699702, | |
| "eval_tr_ling_spearman_max": 0.03304394653738539, | |
| "step": 782 | |
| }, | |
| { | |
| "epoch": 1.0230179028132993, | |
| "grad_norm": 0.3645063638687134, | |
| "learning_rate": 1.769252628587667e-05, | |
| "loss": 5.6703, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.054987212276215, | |
| "grad_norm": 0.9638137817382812, | |
| "learning_rate": 1.7550440466041488e-05, | |
| "loss": 5.8052, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 1.0869565217391304, | |
| "grad_norm": 2.114203691482544, | |
| "learning_rate": 1.740835464620631e-05, | |
| "loss": 5.7936, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.118925831202046, | |
| "grad_norm": 1.8992066383361816, | |
| "learning_rate": 1.7266268826371127e-05, | |
| "loss": 5.7924, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 1.1508951406649617, | |
| "grad_norm": 2.8299577236175537, | |
| "learning_rate": 1.7124183006535948e-05, | |
| "loss": 5.7806, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.1828644501278773, | |
| "grad_norm": 1.956953525543213, | |
| "learning_rate": 1.698209718670077e-05, | |
| "loss": 5.7835, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 1.2148337595907928, | |
| "grad_norm": 2.658413887023926, | |
| "learning_rate": 1.6840011366865587e-05, | |
| "loss": 5.7619, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.2468030690537084, | |
| "grad_norm": 1.2760388851165771, | |
| "learning_rate": 1.6697925547030408e-05, | |
| "loss": 5.8038, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 1.278772378516624, | |
| "grad_norm": 1.7434897422790527, | |
| "learning_rate": 1.6555839727195226e-05, | |
| "loss": 5.779, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.3107416879795397, | |
| "grad_norm": 1.3532071113586426, | |
| "learning_rate": 1.6413753907360047e-05, | |
| "loss": 5.7904, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 1.3427109974424551, | |
| "grad_norm": 3.7385997772216797, | |
| "learning_rate": 1.6271668087524864e-05, | |
| "loss": 5.7696, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.3746803069053708, | |
| "grad_norm": 0.9061102867126465, | |
| "learning_rate": 1.6129582267689685e-05, | |
| "loss": 5.7919, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 1.4066496163682864, | |
| "grad_norm": 2.7104809284210205, | |
| "learning_rate": 1.5987496447854503e-05, | |
| "loss": 5.7785, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.438618925831202, | |
| "grad_norm": 1.7147830724716187, | |
| "learning_rate": 1.5845410628019324e-05, | |
| "loss": 5.7862, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 1.4705882352941178, | |
| "grad_norm": 2.525214672088623, | |
| "learning_rate": 1.5703324808184145e-05, | |
| "loss": 5.7703, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.5025575447570332, | |
| "grad_norm": 1.7794997692108154, | |
| "learning_rate": 1.5561238988348963e-05, | |
| "loss": 5.773, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 1.5345268542199488, | |
| "grad_norm": 4.901644229888916, | |
| "learning_rate": 1.5419153168513784e-05, | |
| "loss": 5.7627, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.5664961636828645, | |
| "grad_norm": 3.360812187194824, | |
| "learning_rate": 1.52770673486786e-05, | |
| "loss": 5.7596, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 1.59846547314578, | |
| "grad_norm": 1.2768888473510742, | |
| "learning_rate": 1.5134981528843423e-05, | |
| "loss": 5.7882, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 1.6304347826086958, | |
| "grad_norm": 2.206226348876953, | |
| "learning_rate": 1.4992895709008242e-05, | |
| "loss": 5.7828, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 1.6624040920716112, | |
| "grad_norm": 1.4602406024932861, | |
| "learning_rate": 1.4850809889173061e-05, | |
| "loss": 5.771, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.6943734015345269, | |
| "grad_norm": 1.1597537994384766, | |
| "learning_rate": 1.4708724069337881e-05, | |
| "loss": 5.788, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 1.7263427109974425, | |
| "grad_norm": 3.7494003772735596, | |
| "learning_rate": 1.45666382495027e-05, | |
| "loss": 5.7719, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 1.758312020460358, | |
| "grad_norm": 1.6271498203277588, | |
| "learning_rate": 1.442455242966752e-05, | |
| "loss": 5.7846, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 1.7902813299232738, | |
| "grad_norm": 2.0469117164611816, | |
| "learning_rate": 1.4282466609832339e-05, | |
| "loss": 5.7838, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.8222506393861893, | |
| "grad_norm": 2.533921003341675, | |
| "learning_rate": 1.4140380789997158e-05, | |
| "loss": 5.7912, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 1.854219948849105, | |
| "grad_norm": 3.291757583618164, | |
| "learning_rate": 1.3998294970161978e-05, | |
| "loss": 5.7686, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 1.8861892583120206, | |
| "grad_norm": 3.0181350708007812, | |
| "learning_rate": 1.3856209150326799e-05, | |
| "loss": 5.7938, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 1.918158567774936, | |
| "grad_norm": 2.553502321243286, | |
| "learning_rate": 1.3714123330491618e-05, | |
| "loss": 5.7847, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.9501278772378516, | |
| "grad_norm": 1.8034719228744507, | |
| "learning_rate": 1.3572037510656438e-05, | |
| "loss": 5.7952, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 1.9820971867007673, | |
| "grad_norm": 3.7138864994049072, | |
| "learning_rate": 1.3429951690821257e-05, | |
| "loss": 5.7528, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 5.793323516845703, | |
| "eval_runtime": 18.2796, | |
| "eval_samples_per_second": 273.528, | |
| "eval_steps_per_second": 4.322, | |
| "eval_tr_ling_pearson_cosine": 0.037604255015168134, | |
| "eval_tr_ling_pearson_dot": 0.0673696846368413, | |
| "eval_tr_ling_pearson_euclidean": 0.03698411306484619, | |
| "eval_tr_ling_pearson_manhattan": 0.034740275152181296, | |
| "eval_tr_ling_pearson_max": 0.0673696846368413, | |
| "eval_tr_ling_spearman_cosine": 0.04804112988506346, | |
| "eval_tr_ling_spearman_dot": 0.06818119362900125, | |
| "eval_tr_ling_spearman_euclidean": 0.03903062430281842, | |
| "eval_tr_ling_spearman_manhattan": 0.03769766156967754, | |
| "eval_tr_ling_spearman_max": 0.06818119362900125, | |
| "step": 1564 | |
| } | |
| ], | |
| "logging_steps": 25, | |
| "max_steps": 3910, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.01 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 0.0, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |