| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 4.4, | |
| "global_step": 11000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0, | |
| "learning_rate": 1.99984e-05, | |
| "loss": 2.3075, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 1.90016e-05, | |
| "loss": 1.5316, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "eval_accuracy": 0.69285, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 25.717952728271484, | |
| "eval_f1": 0.6823748842925246, | |
| "eval_gpu_ram_allocated": 0.39347171783447266, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 33, | |
| "eval_loss": 1.1301642656326294, | |
| "eval_precision": 0.6859286816875455, | |
| "eval_recall": 0.69285, | |
| "eval_runtime": 15.5551, | |
| "eval_samples_per_second": 1285.751, | |
| "eval_steps_per_second": 40.18, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 4.108898162841797, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 1.80016e-05, | |
| "loss": 1.0615, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "eval_accuracy": 0.7049, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.091278076171875, | |
| "eval_f1": 0.7010538468880997, | |
| "eval_gpu_ram_allocated": 0.39355039596557617, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 33, | |
| "eval_loss": 1.002210259437561, | |
| "eval_precision": 0.7064795769852438, | |
| "eval_recall": 0.7049, | |
| "eval_runtime": 15.2502, | |
| "eval_samples_per_second": 1311.462, | |
| "eval_steps_per_second": 40.983, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.858478546142578, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 1.70016e-05, | |
| "loss": 0.9804, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "eval_accuracy": 0.71915, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.464637756347656, | |
| "eval_f1": 0.7157918638422971, | |
| "eval_gpu_ram_allocated": 0.39350461959838867, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 33, | |
| "eval_loss": 0.9258390665054321, | |
| "eval_precision": 0.7200804939824763, | |
| "eval_recall": 0.71915, | |
| "eval_runtime": 15.2672, | |
| "eval_samples_per_second": 1310.0, | |
| "eval_steps_per_second": 40.937, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.863994598388672, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 1.6001600000000003e-05, | |
| "loss": 0.9244, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7286, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.464874267578125, | |
| "eval_f1": 0.721912767172515, | |
| "eval_gpu_ram_allocated": 0.39352893829345703, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 32, | |
| "eval_loss": 0.8794927000999451, | |
| "eval_precision": 0.7265669055087627, | |
| "eval_recall": 0.7286, | |
| "eval_runtime": 15.2593, | |
| "eval_samples_per_second": 1310.678, | |
| "eval_steps_per_second": 40.959, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.881519317626953, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 1.50016e-05, | |
| "loss": 0.8471, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "eval_accuracy": 0.73045, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.465320587158203, | |
| "eval_f1": 0.7243049440325827, | |
| "eval_gpu_ram_allocated": 0.39346885681152344, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 31, | |
| "eval_loss": 0.8885928988456726, | |
| "eval_precision": 0.7280280015075138, | |
| "eval_recall": 0.73045, | |
| "eval_runtime": 15.2207, | |
| "eval_samples_per_second": 1313.996, | |
| "eval_steps_per_second": 41.062, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 4.031795501708984, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 1.4001600000000002e-05, | |
| "loss": 0.8294, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "eval_accuracy": 0.7303, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.465579986572266, | |
| "eval_f1": 0.7285125149375191, | |
| "eval_gpu_ram_allocated": 0.39354896545410156, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 33, | |
| "eval_loss": 0.8648403286933899, | |
| "eval_precision": 0.7304270054757978, | |
| "eval_recall": 0.7303, | |
| "eval_runtime": 15.1251, | |
| "eval_samples_per_second": 1322.302, | |
| "eval_steps_per_second": 41.322, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.822803497314453, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 1.30032e-05, | |
| "loss": 0.8229, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "eval_accuracy": 0.7347, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.4658203125, | |
| "eval_f1": 0.7306008054961884, | |
| "eval_gpu_ram_allocated": 0.3934760093688965, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 32, | |
| "eval_loss": 0.8477036952972412, | |
| "eval_precision": 0.7313531828325577, | |
| "eval_recall": 0.7347, | |
| "eval_runtime": 15.2385, | |
| "eval_samples_per_second": 1312.463, | |
| "eval_steps_per_second": 41.014, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.870433807373047, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.2003200000000002e-05, | |
| "loss": 0.8227, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7321, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.466053009033203, | |
| "eval_f1": 0.729989989450906, | |
| "eval_gpu_ram_allocated": 0.3935103416442871, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 34, | |
| "eval_loss": 0.8513504862785339, | |
| "eval_precision": 0.7342944597310201, | |
| "eval_recall": 0.7321, | |
| "eval_runtime": 15.2256, | |
| "eval_samples_per_second": 1313.581, | |
| "eval_steps_per_second": 41.049, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.8656463623046875, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.10048e-05, | |
| "loss": 0.7515, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "eval_accuracy": 0.73265, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.46636199951172, | |
| "eval_f1": 0.7286075365290565, | |
| "eval_gpu_ram_allocated": 0.3934974670410156, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 32, | |
| "eval_loss": 0.857990026473999, | |
| "eval_precision": 0.7324340392002969, | |
| "eval_recall": 0.73265, | |
| "eval_runtime": 15.6042, | |
| "eval_samples_per_second": 1281.705, | |
| "eval_steps_per_second": 40.053, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 4.057643890380859, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.0004800000000001e-05, | |
| "loss": 0.7523, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "eval_accuracy": 0.734, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.46658706665039, | |
| "eval_f1": 0.7295923418650617, | |
| "eval_gpu_ram_allocated": 0.39351463317871094, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 32, | |
| "eval_loss": 0.8498074412345886, | |
| "eval_precision": 0.7313935171526833, | |
| "eval_recall": 0.734, | |
| "eval_runtime": 15.7189, | |
| "eval_samples_per_second": 1272.356, | |
| "eval_steps_per_second": 39.761, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.8655662536621094, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 9.0048e-06, | |
| "loss": 0.7396, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "eval_accuracy": 0.73645, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.466869354248047, | |
| "eval_f1": 0.7326318327243708, | |
| "eval_gpu_ram_allocated": 0.3934817314147949, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 33, | |
| "eval_loss": 0.8402908444404602, | |
| "eval_precision": 0.7323211491997443, | |
| "eval_recall": 0.73645, | |
| "eval_runtime": 15.1367, | |
| "eval_samples_per_second": 1321.295, | |
| "eval_steps_per_second": 41.29, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.8685684204101562, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 8.0048e-06, | |
| "loss": 0.7308, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.73775, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.467105865478516, | |
| "eval_f1": 0.7347713515400808, | |
| "eval_gpu_ram_allocated": 0.3934803009033203, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 26, | |
| "eval_loss": 0.8414311408996582, | |
| "eval_precision": 0.7338961618089487, | |
| "eval_recall": 0.73775, | |
| "eval_runtime": 15.1121, | |
| "eval_samples_per_second": 1323.444, | |
| "eval_steps_per_second": 41.358, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.8610610961914062, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "learning_rate": 7.0048e-06, | |
| "loss": 0.6929, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "eval_accuracy": 0.73505, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.468040466308594, | |
| "eval_f1": 0.7321519443896675, | |
| "eval_gpu_ram_allocated": 0.39360761642456055, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 29, | |
| "eval_loss": 0.855096697807312, | |
| "eval_precision": 0.7376195934146232, | |
| "eval_recall": 0.73505, | |
| "eval_runtime": 15.2462, | |
| "eval_samples_per_second": 1311.799, | |
| "eval_steps_per_second": 40.994, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 4.056495666503906, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 6.0048000000000005e-06, | |
| "loss": 0.6772, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "eval_accuracy": 0.738, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.468387603759766, | |
| "eval_f1": 0.7334835535994888, | |
| "eval_gpu_ram_allocated": 0.3935232162475586, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 31, | |
| "eval_loss": 0.84714674949646, | |
| "eval_precision": 0.7326757628965238, | |
| "eval_recall": 0.738, | |
| "eval_runtime": 15.3571, | |
| "eval_samples_per_second": 1302.33, | |
| "eval_steps_per_second": 40.698, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.835094451904297, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "learning_rate": 5.0064e-06, | |
| "loss": 0.682, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "eval_accuracy": 0.735, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.468624114990234, | |
| "eval_f1": 0.731102054402859, | |
| "eval_gpu_ram_allocated": 0.3934817314147949, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 34, | |
| "eval_loss": 0.8460220694541931, | |
| "eval_precision": 0.7310632962275837, | |
| "eval_recall": 0.735, | |
| "eval_runtime": 15.2336, | |
| "eval_samples_per_second": 1312.891, | |
| "eval_steps_per_second": 41.028, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.8781509399414062, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 4.0064e-06, | |
| "loss": 0.6741, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.7376, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.46900177001953, | |
| "eval_f1": 0.7334789109935773, | |
| "eval_gpu_ram_allocated": 0.393521785736084, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 31, | |
| "eval_loss": 0.8409038782119751, | |
| "eval_precision": 0.7329890286601207, | |
| "eval_recall": 0.7376, | |
| "eval_runtime": 15.1968, | |
| "eval_samples_per_second": 1316.067, | |
| "eval_steps_per_second": 41.127, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 3.8847808837890625, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 3.0064000000000006e-06, | |
| "loss": 0.6247, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "eval_accuracy": 0.736, | |
| "eval_disk_space_total": 78.1898422241211, | |
| "eval_disk_space_used": 26.469379425048828, | |
| "eval_f1": 0.7332127747065252, | |
| "eval_gpu_ram_allocated": 0.39348888397216797, | |
| "eval_gpu_ram_cached": 16.05078125, | |
| "eval_gpu_ram_total": 39.56402587890625, | |
| "eval_gpu_utilization": 32, | |
| "eval_loss": 0.8499526381492615, | |
| "eval_precision": 0.7324176547179257, | |
| "eval_recall": 0.736, | |
| "eval_runtime": 15.3802, | |
| "eval_samples_per_second": 1300.37, | |
| "eval_steps_per_second": 40.637, | |
| "eval_system_ram_total": 83.48074722290039, | |
| "eval_system_ram_used": 4.0838470458984375, | |
| "step": 10625 | |
| } | |
| ], | |
| "max_steps": 12500, | |
| "num_train_epochs": 5, | |
| "total_flos": 5590392214928640.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |