| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 30.0, | |
| "global_step": 3870, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.78, | |
| "eval_loss": 4.564502716064453, | |
| "eval_runtime": 179.128, | |
| "eval_samples_per_second": 20.142, | |
| "eval_steps_per_second": 2.518, | |
| "eval_wer": 1.0, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "eval_loss": 2.9015955924987793, | |
| "eval_runtime": 175.3683, | |
| "eval_samples_per_second": 20.574, | |
| "eval_steps_per_second": 2.572, | |
| "eval_wer": 1.0, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "eval_loss": 2.266641616821289, | |
| "eval_runtime": 174.1906, | |
| "eval_samples_per_second": 20.713, | |
| "eval_steps_per_second": 2.589, | |
| "eval_wer": 1.098215533709174, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "eval_loss": 0.6078956127166748, | |
| "eval_runtime": 181.241, | |
| "eval_samples_per_second": 19.907, | |
| "eval_steps_per_second": 2.488, | |
| "eval_wer": 0.6375623165447515, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 0.0002988, | |
| "loss": 3.2188, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "eval_loss": 0.49847397208213806, | |
| "eval_runtime": 175.9858, | |
| "eval_samples_per_second": 20.502, | |
| "eval_steps_per_second": 2.563, | |
| "eval_wer": 0.5007687648511392, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "eval_loss": 0.447698175907135, | |
| "eval_runtime": 175.6036, | |
| "eval_samples_per_second": 20.546, | |
| "eval_steps_per_second": 2.568, | |
| "eval_wer": 0.44690863346223736, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "eval_loss": 0.39529213309288025, | |
| "eval_runtime": 175.4478, | |
| "eval_samples_per_second": 20.565, | |
| "eval_steps_per_second": 2.571, | |
| "eval_wer": 0.3914643805618972, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "eval_loss": 0.43193477392196655, | |
| "eval_runtime": 176.2224, | |
| "eval_samples_per_second": 20.474, | |
| "eval_steps_per_second": 2.559, | |
| "eval_wer": 0.3921166658901365, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "eval_loss": 0.4170827865600586, | |
| "eval_runtime": 175.9073, | |
| "eval_samples_per_second": 20.511, | |
| "eval_steps_per_second": 2.564, | |
| "eval_wer": 0.3698457811116806, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 7.75, | |
| "learning_rate": 0.00025566765578635014, | |
| "loss": 0.2193, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 7.75, | |
| "eval_loss": 0.3956995904445648, | |
| "eval_runtime": 178.52, | |
| "eval_samples_per_second": 20.211, | |
| "eval_steps_per_second": 2.526, | |
| "eval_wer": 0.36001490937893116, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 8.53, | |
| "eval_loss": 0.37300992012023926, | |
| "eval_runtime": 175.8463, | |
| "eval_samples_per_second": 20.518, | |
| "eval_steps_per_second": 2.565, | |
| "eval_wer": 0.34929879327214275, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "eval_loss": 0.3779752850532532, | |
| "eval_runtime": 176.2153, | |
| "eval_samples_per_second": 20.475, | |
| "eval_steps_per_second": 2.559, | |
| "eval_wer": 0.3348087406233984, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 10.08, | |
| "eval_loss": 0.41326919198036194, | |
| "eval_runtime": 173.7883, | |
| "eval_samples_per_second": 20.761, | |
| "eval_steps_per_second": 2.595, | |
| "eval_wer": 0.35680007454689466, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 10.85, | |
| "eval_loss": 0.3984449505805969, | |
| "eval_runtime": 175.4199, | |
| "eval_samples_per_second": 20.568, | |
| "eval_steps_per_second": 2.571, | |
| "eval_wer": 0.31929366817313515, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 11.63, | |
| "learning_rate": 0.00021115727002967357, | |
| "loss": 0.1129, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 11.63, | |
| "eval_loss": 0.38447898626327515, | |
| "eval_runtime": 175.2875, | |
| "eval_samples_per_second": 20.583, | |
| "eval_steps_per_second": 2.573, | |
| "eval_wer": 0.3174299958067372, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 12.4, | |
| "eval_loss": 0.3882218301296234, | |
| "eval_runtime": 175.3702, | |
| "eval_samples_per_second": 20.574, | |
| "eval_steps_per_second": 2.572, | |
| "eval_wer": 0.3162186087685785, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 13.18, | |
| "eval_loss": 0.39824405312538147, | |
| "eval_runtime": 175.3906, | |
| "eval_samples_per_second": 20.571, | |
| "eval_steps_per_second": 2.571, | |
| "eval_wer": 0.3008433117457951, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 13.95, | |
| "eval_loss": 0.3901589810848236, | |
| "eval_runtime": 177.0061, | |
| "eval_samples_per_second": 20.383, | |
| "eval_steps_per_second": 2.548, | |
| "eval_wer": 0.3198061780738946, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 14.73, | |
| "eval_loss": 0.4082184135913849, | |
| "eval_runtime": 175.0779, | |
| "eval_samples_per_second": 20.608, | |
| "eval_steps_per_second": 2.576, | |
| "eval_wer": 0.3237198900433304, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 15.5, | |
| "learning_rate": 0.000166646884272997, | |
| "loss": 0.0765, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 15.5, | |
| "eval_loss": 0.3732178211212158, | |
| "eval_runtime": 175.4721, | |
| "eval_samples_per_second": 20.562, | |
| "eval_steps_per_second": 2.57, | |
| "eval_wer": 0.3125844476541024, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 16.28, | |
| "eval_loss": 0.3892667293548584, | |
| "eval_runtime": 178.0744, | |
| "eval_samples_per_second": 20.261, | |
| "eval_steps_per_second": 2.533, | |
| "eval_wer": 0.3000978427992359, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 17.05, | |
| "eval_loss": 0.4168277978897095, | |
| "eval_runtime": 176.2583, | |
| "eval_samples_per_second": 20.47, | |
| "eval_steps_per_second": 2.559, | |
| "eval_wer": 0.308344593020547, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 17.83, | |
| "eval_loss": 0.4192778170108795, | |
| "eval_runtime": 172.3953, | |
| "eval_samples_per_second": 20.929, | |
| "eval_steps_per_second": 2.616, | |
| "eval_wer": 0.3044308810511112, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 18.6, | |
| "eval_loss": 0.40058156847953796, | |
| "eval_runtime": 174.3893, | |
| "eval_samples_per_second": 20.689, | |
| "eval_steps_per_second": 2.586, | |
| "eval_wer": 0.3013092298373946, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 19.38, | |
| "learning_rate": 0.00012213649851632047, | |
| "loss": 0.0588, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 19.38, | |
| "eval_loss": 0.38357821106910706, | |
| "eval_runtime": 180.4646, | |
| "eval_samples_per_second": 19.993, | |
| "eval_steps_per_second": 2.499, | |
| "eval_wer": 0.2892419512649676, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 20.16, | |
| "eval_loss": 0.3760845959186554, | |
| "eval_runtime": 191.865, | |
| "eval_samples_per_second": 18.805, | |
| "eval_steps_per_second": 2.351, | |
| "eval_wer": 0.2902669710664865, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 20.93, | |
| "eval_loss": 0.38948509097099304, | |
| "eval_runtime": 181.0859, | |
| "eval_samples_per_second": 19.924, | |
| "eval_steps_per_second": 2.491, | |
| "eval_wer": 0.29301588780692356, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 21.71, | |
| "eval_loss": 0.3884966969490051, | |
| "eval_runtime": 179.119, | |
| "eval_samples_per_second": 20.143, | |
| "eval_steps_per_second": 2.518, | |
| "eval_wer": 0.27913152867725854, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 22.48, | |
| "eval_loss": 0.3901614248752594, | |
| "eval_runtime": 182.8151, | |
| "eval_samples_per_second": 19.736, | |
| "eval_steps_per_second": 2.467, | |
| "eval_wer": 0.2891487676466477, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 23.26, | |
| "learning_rate": 7.762611275964391e-05, | |
| "loss": 0.0448, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 23.26, | |
| "eval_loss": 0.42003825306892395, | |
| "eval_runtime": 180.6554, | |
| "eval_samples_per_second": 19.972, | |
| "eval_steps_per_second": 2.496, | |
| "eval_wer": 0.2849089130130923, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 24.03, | |
| "eval_loss": 0.40127792954444885, | |
| "eval_runtime": 180.093, | |
| "eval_samples_per_second": 20.034, | |
| "eval_steps_per_second": 2.504, | |
| "eval_wer": 0.27987699762381774, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 24.81, | |
| "eval_loss": 0.4039434492588043, | |
| "eval_runtime": 182.9792, | |
| "eval_samples_per_second": 19.718, | |
| "eval_steps_per_second": 2.465, | |
| "eval_wer": 0.273121185295625, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 25.58, | |
| "eval_loss": 0.397048681974411, | |
| "eval_runtime": 186.4145, | |
| "eval_samples_per_second": 19.355, | |
| "eval_steps_per_second": 2.419, | |
| "eval_wer": 0.26473465964683407, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 26.36, | |
| "eval_loss": 0.4080738127231598, | |
| "eval_runtime": 183.3845, | |
| "eval_samples_per_second": 19.675, | |
| "eval_steps_per_second": 2.459, | |
| "eval_wer": 0.26902110608954943, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 27.13, | |
| "learning_rate": 3.311572700296736e-05, | |
| "loss": 0.0351, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 27.13, | |
| "eval_loss": 0.4090190827846527, | |
| "eval_runtime": 188.4549, | |
| "eval_samples_per_second": 19.145, | |
| "eval_steps_per_second": 2.393, | |
| "eval_wer": 0.26743698457811116, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 27.91, | |
| "eval_loss": 0.3952561318874359, | |
| "eval_runtime": 183.4934, | |
| "eval_samples_per_second": 19.663, | |
| "eval_steps_per_second": 2.458, | |
| "eval_wer": 0.26627218934911245, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 28.68, | |
| "eval_loss": 0.40437063574790955, | |
| "eval_runtime": 188.3196, | |
| "eval_samples_per_second": 19.159, | |
| "eval_steps_per_second": 2.395, | |
| "eval_wer": 0.26496761869263386, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 29.46, | |
| "eval_loss": 0.3968600630760193, | |
| "eval_runtime": 182.2466, | |
| "eval_samples_per_second": 19.797, | |
| "eval_steps_per_second": 2.475, | |
| "eval_wer": 0.26459488421935423, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "step": 3870, | |
| "total_flos": 4.209827274605221e+19, | |
| "train_loss": 0.4894287838800317, | |
| "train_runtime": 22523.7187, | |
| "train_samples_per_second": 10.974, | |
| "train_steps_per_second": 0.172 | |
| } | |
| ], | |
| "max_steps": 3870, | |
| "num_train_epochs": 30, | |
| "total_flos": 4.209827274605221e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |