| { | |
| "best_metric": 0.3731086850166321, | |
| "best_model_checkpoint": "data/Gemma-2-2B_task-3_180-samples_config-2_auto/checkpoint-59", | |
| "epoch": 14.0, | |
| "eval_steps": 500, | |
| "global_step": 119, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.11764705882352941, | |
| "grad_norm": 5.491757392883301, | |
| "learning_rate": 2.5e-06, | |
| "loss": 2.9251, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.23529411764705882, | |
| "grad_norm": 13.161396980285645, | |
| "learning_rate": 5e-06, | |
| "loss": 3.7577, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.47058823529411764, | |
| "grad_norm": 6.202048301696777, | |
| "learning_rate": 1e-05, | |
| "loss": 3.2505, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.7058823529411765, | |
| "grad_norm": 4.814983367919922, | |
| "learning_rate": 1.5e-05, | |
| "loss": 2.9929, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.9411764705882353, | |
| "grad_norm": 5.386263847351074, | |
| "learning_rate": 2e-05, | |
| "loss": 3.1214, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.9411764705882353, | |
| "eval_loss": 2.8617448806762695, | |
| "eval_runtime": 11.3523, | |
| "eval_samples_per_second": 3.171, | |
| "eval_steps_per_second": 3.171, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 1.1764705882352942, | |
| "grad_norm": 6.3948564529418945, | |
| "learning_rate": 2.5e-05, | |
| "loss": 2.7687, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.4117647058823528, | |
| "grad_norm": 7.420201778411865, | |
| "learning_rate": 3e-05, | |
| "loss": 2.5214, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 1.6470588235294117, | |
| "grad_norm": 4.606271266937256, | |
| "learning_rate": 3.5e-05, | |
| "loss": 2.1349, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 1.8823529411764706, | |
| "grad_norm": 4.027822494506836, | |
| "learning_rate": 4e-05, | |
| "loss": 1.4487, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 1.1770029067993164, | |
| "eval_runtime": 11.3486, | |
| "eval_samples_per_second": 3.172, | |
| "eval_steps_per_second": 3.172, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 2.1176470588235294, | |
| "grad_norm": 2.65433406829834, | |
| "learning_rate": 4.5e-05, | |
| "loss": 1.2553, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 2.3529411764705883, | |
| "grad_norm": 1.9925974607467651, | |
| "learning_rate": 5e-05, | |
| "loss": 0.9851, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.588235294117647, | |
| "grad_norm": 1.5486540794372559, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 0.8038, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 2.8235294117647056, | |
| "grad_norm": 0.8094419836997986, | |
| "learning_rate": 6e-05, | |
| "loss": 0.6083, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 2.9411764705882355, | |
| "eval_loss": 0.5479112267494202, | |
| "eval_runtime": 11.3381, | |
| "eval_samples_per_second": 3.175, | |
| "eval_steps_per_second": 3.175, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 3.0588235294117645, | |
| "grad_norm": 0.6637625694274902, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 0.4663, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 3.2941176470588234, | |
| "grad_norm": 0.606617271900177, | |
| "learning_rate": 7e-05, | |
| "loss": 0.5634, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 3.5294117647058822, | |
| "grad_norm": 0.7731356024742126, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.5085, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.764705882352941, | |
| "grad_norm": 0.6013955473899841, | |
| "learning_rate": 8e-05, | |
| "loss": 0.4741, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.5140759944915771, | |
| "learning_rate": 8.5e-05, | |
| "loss": 0.3481, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.43571236729621887, | |
| "eval_runtime": 11.346, | |
| "eval_samples_per_second": 3.173, | |
| "eval_steps_per_second": 3.173, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 4.235294117647059, | |
| "grad_norm": 0.4210691750049591, | |
| "learning_rate": 9e-05, | |
| "loss": 0.4212, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 4.470588235294118, | |
| "grad_norm": 0.49330905079841614, | |
| "learning_rate": 9.5e-05, | |
| "loss": 0.4154, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 4.705882352941177, | |
| "grad_norm": 0.41598206758499146, | |
| "learning_rate": 0.0001, | |
| "loss": 0.3712, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 4.9411764705882355, | |
| "grad_norm": 0.6862059831619263, | |
| "learning_rate": 9.999238475781957e-05, | |
| "loss": 0.3365, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 4.9411764705882355, | |
| "eval_loss": 0.39443454146385193, | |
| "eval_runtime": 11.3548, | |
| "eval_samples_per_second": 3.17, | |
| "eval_steps_per_second": 3.17, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 5.176470588235294, | |
| "grad_norm": 0.42712822556495667, | |
| "learning_rate": 9.99695413509548e-05, | |
| "loss": 0.359, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 5.411764705882353, | |
| "grad_norm": 0.7315046787261963, | |
| "learning_rate": 9.99314767377287e-05, | |
| "loss": 0.2014, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 5.647058823529412, | |
| "grad_norm": 0.3802564740180969, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 0.2993, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 5.882352941176471, | |
| "grad_norm": 0.4529002904891968, | |
| "learning_rate": 9.980973490458728e-05, | |
| "loss": 0.3762, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 0.37851595878601074, | |
| "eval_runtime": 11.352, | |
| "eval_samples_per_second": 3.171, | |
| "eval_steps_per_second": 3.171, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 6.117647058823529, | |
| "grad_norm": 0.28589263558387756, | |
| "learning_rate": 9.972609476841367e-05, | |
| "loss": 0.3172, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 6.352941176470588, | |
| "grad_norm": 0.34178394079208374, | |
| "learning_rate": 9.962730758206611e-05, | |
| "loss": 0.3431, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 6.588235294117647, | |
| "grad_norm": 0.310181200504303, | |
| "learning_rate": 9.951340343707852e-05, | |
| "loss": 0.2081, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 6.823529411764706, | |
| "grad_norm": 0.4242079257965088, | |
| "learning_rate": 9.938441702975689e-05, | |
| "loss": 0.2475, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 6.9411764705882355, | |
| "eval_loss": 0.3731086850166321, | |
| "eval_runtime": 11.3401, | |
| "eval_samples_per_second": 3.175, | |
| "eval_steps_per_second": 3.175, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 7.0588235294117645, | |
| "grad_norm": 0.510144829750061, | |
| "learning_rate": 9.924038765061042e-05, | |
| "loss": 0.4045, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 7.294117647058823, | |
| "grad_norm": 0.35856202244758606, | |
| "learning_rate": 9.908135917238321e-05, | |
| "loss": 0.2731, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 7.529411764705882, | |
| "grad_norm": 0.3888154625892639, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 0.2129, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 7.764705882352941, | |
| "grad_norm": 0.3968857228755951, | |
| "learning_rate": 9.871850323926177e-05, | |
| "loss": 0.1634, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.41991421580314636, | |
| "learning_rate": 9.851478631379982e-05, | |
| "loss": 0.2295, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 0.3856033682823181, | |
| "eval_runtime": 11.3495, | |
| "eval_samples_per_second": 3.172, | |
| "eval_steps_per_second": 3.172, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 8.235294117647058, | |
| "grad_norm": 0.4918777048587799, | |
| "learning_rate": 9.829629131445342e-05, | |
| "loss": 0.1766, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 8.470588235294118, | |
| "grad_norm": 0.3988642692565918, | |
| "learning_rate": 9.806308479691595e-05, | |
| "loss": 0.2184, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 8.705882352941176, | |
| "grad_norm": 0.4547469913959503, | |
| "learning_rate": 9.781523779815179e-05, | |
| "loss": 0.1559, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 8.941176470588236, | |
| "grad_norm": 2.7850542068481445, | |
| "learning_rate": 9.755282581475769e-05, | |
| "loss": 0.1897, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 8.941176470588236, | |
| "eval_loss": 0.43631118535995483, | |
| "eval_runtime": 11.353, | |
| "eval_samples_per_second": 3.171, | |
| "eval_steps_per_second": 3.171, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 9.176470588235293, | |
| "grad_norm": 0.46989014744758606, | |
| "learning_rate": 9.727592877996585e-05, | |
| "loss": 0.1458, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 9.411764705882353, | |
| "grad_norm": 0.6614084243774414, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 0.1595, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 9.647058823529411, | |
| "grad_norm": 0.6373603940010071, | |
| "learning_rate": 9.667902132486009e-05, | |
| "loss": 0.119, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 9.882352941176471, | |
| "grad_norm": 0.6148824691772461, | |
| "learning_rate": 9.635919272833938e-05, | |
| "loss": 0.1273, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 0.5126776695251465, | |
| "eval_runtime": 11.3437, | |
| "eval_samples_per_second": 3.174, | |
| "eval_steps_per_second": 3.174, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 10.117647058823529, | |
| "grad_norm": 0.3797300159931183, | |
| "learning_rate": 9.602524267262203e-05, | |
| "loss": 0.0989, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 10.352941176470589, | |
| "grad_norm": 0.4829336404800415, | |
| "learning_rate": 9.567727288213005e-05, | |
| "loss": 0.0709, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 10.588235294117647, | |
| "grad_norm": 0.5972853899002075, | |
| "learning_rate": 9.53153893518325e-05, | |
| "loss": 0.1048, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 10.823529411764707, | |
| "grad_norm": 0.7292377352714539, | |
| "learning_rate": 9.493970231495835e-05, | |
| "loss": 0.1212, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 10.941176470588236, | |
| "eval_loss": 0.5697892308235168, | |
| "eval_runtime": 11.3388, | |
| "eval_samples_per_second": 3.175, | |
| "eval_steps_per_second": 3.175, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 11.058823529411764, | |
| "grad_norm": 0.3437809646129608, | |
| "learning_rate": 9.45503262094184e-05, | |
| "loss": 0.0805, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 11.294117647058824, | |
| "grad_norm": 0.7272744178771973, | |
| "learning_rate": 9.414737964294636e-05, | |
| "loss": 0.0757, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 11.529411764705882, | |
| "grad_norm": 0.8306965231895447, | |
| "learning_rate": 9.373098535696979e-05, | |
| "loss": 0.076, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 11.764705882352942, | |
| "grad_norm": 0.6787627339363098, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 0.0411, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "grad_norm": 0.4867553412914276, | |
| "learning_rate": 9.285836503510562e-05, | |
| "loss": 0.031, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_loss": 0.7056739330291748, | |
| "eval_runtime": 11.3483, | |
| "eval_samples_per_second": 3.172, | |
| "eval_steps_per_second": 3.172, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 12.235294117647058, | |
| "grad_norm": 1.0010762214660645, | |
| "learning_rate": 9.24024048078213e-05, | |
| "loss": 0.0518, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 12.470588235294118, | |
| "grad_norm": 0.9890713095664978, | |
| "learning_rate": 9.193352839727121e-05, | |
| "loss": 0.0314, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 12.705882352941176, | |
| "grad_norm": 0.43616411089897156, | |
| "learning_rate": 9.145187862775209e-05, | |
| "loss": 0.0253, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 12.941176470588236, | |
| "grad_norm": 0.6954380869865417, | |
| "learning_rate": 9.09576022144496e-05, | |
| "loss": 0.0283, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 12.941176470588236, | |
| "eval_loss": 0.7807791829109192, | |
| "eval_runtime": 11.3378, | |
| "eval_samples_per_second": 3.175, | |
| "eval_steps_per_second": 3.175, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 13.176470588235293, | |
| "grad_norm": 1.154528260231018, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 0.0331, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 13.411764705882353, | |
| "grad_norm": 0.37544330954551697, | |
| "learning_rate": 8.993177550236464e-05, | |
| "loss": 0.0174, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 13.647058823529411, | |
| "grad_norm": 0.800521969795227, | |
| "learning_rate": 8.940053768033609e-05, | |
| "loss": 0.0341, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 13.882352941176471, | |
| "grad_norm": 0.6290589570999146, | |
| "learning_rate": 8.885729807284856e-05, | |
| "loss": 0.0227, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_loss": 0.8175501823425293, | |
| "eval_runtime": 11.3375, | |
| "eval_samples_per_second": 3.175, | |
| "eval_steps_per_second": 3.175, | |
| "step": 119 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "step": 119, | |
| "total_flos": 5.163085364566426e+16, | |
| "train_loss": 0.58860215244173, | |
| "train_runtime": 2168.2081, | |
| "train_samples_per_second": 3.136, | |
| "train_steps_per_second": 0.184 | |
| } | |
| ], | |
| "logging_steps": 2, | |
| "max_steps": 400, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 25, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 7, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 5.163085364566426e+16, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |