|
{ |
|
"best_metric": 0.8525590896606445, |
|
"best_model_checkpoint": "data/Mistral-7B_task-3_180-samples_config-2_full_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": 0.9888336062431335, |
|
"learning_rate": 2.5e-06, |
|
"loss": 1.242, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.23529411764705882, |
|
"grad_norm": 1.031571626663208, |
|
"learning_rate": 5e-06, |
|
"loss": 1.2501, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.47058823529411764, |
|
"grad_norm": 0.8961756825447083, |
|
"learning_rate": 1e-05, |
|
"loss": 1.2536, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.7058823529411765, |
|
"grad_norm": 0.8075014352798462, |
|
"learning_rate": 1.5e-05, |
|
"loss": 1.1921, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"grad_norm": 0.6888613700866699, |
|
"learning_rate": 2e-05, |
|
"loss": 1.2028, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"eval_loss": 1.1676641702651978, |
|
"eval_runtime": 39.2678, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 1.1764705882352942, |
|
"grad_norm": 0.5692386031150818, |
|
"learning_rate": 2.5e-05, |
|
"loss": 1.1736, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.4117647058823528, |
|
"grad_norm": 0.4184214174747467, |
|
"learning_rate": 3e-05, |
|
"loss": 1.1096, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.6470588235294117, |
|
"grad_norm": 0.34876593947410583, |
|
"learning_rate": 3.5e-05, |
|
"loss": 1.0825, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.8823529411764706, |
|
"grad_norm": 0.34462854266166687, |
|
"learning_rate": 4e-05, |
|
"loss": 1.0682, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 1.0442286729812622, |
|
"eval_runtime": 39.2563, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 2.1176470588235294, |
|
"grad_norm": 0.3480481207370758, |
|
"learning_rate": 4.5e-05, |
|
"loss": 1.0475, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 2.3529411764705883, |
|
"grad_norm": 0.35165414214134216, |
|
"learning_rate": 5e-05, |
|
"loss": 0.9996, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.588235294117647, |
|
"grad_norm": 0.476762980222702, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 0.9701, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.8235294117647056, |
|
"grad_norm": 0.4732675552368164, |
|
"learning_rate": 6e-05, |
|
"loss": 0.9635, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.9411764705882355, |
|
"eval_loss": 0.9280573725700378, |
|
"eval_runtime": 39.2473, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 3.0588235294117645, |
|
"grad_norm": 0.3753867745399475, |
|
"learning_rate": 6.500000000000001e-05, |
|
"loss": 0.9033, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 3.2941176470588234, |
|
"grad_norm": 0.2556222975254059, |
|
"learning_rate": 7e-05, |
|
"loss": 0.8736, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 3.5294117647058822, |
|
"grad_norm": 0.24436281621456146, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.841, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.764705882352941, |
|
"grad_norm": 0.2638224959373474, |
|
"learning_rate": 8e-05, |
|
"loss": 0.8726, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.23370446264743805, |
|
"learning_rate": 8.5e-05, |
|
"loss": 0.8271, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 0.8805874586105347, |
|
"eval_runtime": 39.2547, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.235294117647059, |
|
"grad_norm": 0.20400899648666382, |
|
"learning_rate": 9e-05, |
|
"loss": 0.8304, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 4.470588235294118, |
|
"grad_norm": 0.20834453403949738, |
|
"learning_rate": 9.5e-05, |
|
"loss": 0.8156, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 4.705882352941177, |
|
"grad_norm": 0.20543907582759857, |
|
"learning_rate": 0.0001, |
|
"loss": 0.8225, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"grad_norm": 0.22563892602920532, |
|
"learning_rate": 9.999238475781957e-05, |
|
"loss": 0.8008, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"eval_loss": 0.8643261790275574, |
|
"eval_runtime": 39.25, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 5.176470588235294, |
|
"grad_norm": 0.24295645952224731, |
|
"learning_rate": 9.99695413509548e-05, |
|
"loss": 0.7693, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 5.411764705882353, |
|
"grad_norm": 0.19249586760997772, |
|
"learning_rate": 9.99314767377287e-05, |
|
"loss": 0.8029, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 5.647058823529412, |
|
"grad_norm": 0.2038288563489914, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 0.778, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 5.882352941176471, |
|
"grad_norm": 0.21831390261650085, |
|
"learning_rate": 9.980973490458728e-05, |
|
"loss": 0.7975, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 0.854880690574646, |
|
"eval_runtime": 39.259, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 6.117647058823529, |
|
"grad_norm": 0.2200762927532196, |
|
"learning_rate": 9.972609476841367e-05, |
|
"loss": 0.7418, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 6.352941176470588, |
|
"grad_norm": 0.2441394180059433, |
|
"learning_rate": 9.962730758206611e-05, |
|
"loss": 0.7239, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 6.588235294117647, |
|
"grad_norm": 0.24432151019573212, |
|
"learning_rate": 9.951340343707852e-05, |
|
"loss": 0.7485, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 6.823529411764706, |
|
"grad_norm": 0.2585461139678955, |
|
"learning_rate": 9.938441702975689e-05, |
|
"loss": 0.7857, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 6.9411764705882355, |
|
"eval_loss": 0.8525590896606445, |
|
"eval_runtime": 39.2437, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 7.0588235294117645, |
|
"grad_norm": 0.27814191579818726, |
|
"learning_rate": 9.924038765061042e-05, |
|
"loss": 0.7329, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 7.294117647058823, |
|
"grad_norm": 0.28424516320228577, |
|
"learning_rate": 9.908135917238321e-05, |
|
"loss": 0.713, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 7.529411764705882, |
|
"grad_norm": 0.4684115946292877, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 0.6823, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 7.764705882352941, |
|
"grad_norm": 0.3626362681388855, |
|
"learning_rate": 9.871850323926177e-05, |
|
"loss": 0.6824, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 0.41377174854278564, |
|
"learning_rate": 9.851478631379982e-05, |
|
"loss": 0.6998, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 0.8610419631004333, |
|
"eval_runtime": 39.2588, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.235294117647058, |
|
"grad_norm": 0.41785913705825806, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 0.6432, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 8.470588235294118, |
|
"grad_norm": 0.48981037735939026, |
|
"learning_rate": 9.806308479691595e-05, |
|
"loss": 0.6646, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 8.705882352941176, |
|
"grad_norm": 0.45041418075561523, |
|
"learning_rate": 9.781523779815179e-05, |
|
"loss": 0.661, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"grad_norm": 0.476771742105484, |
|
"learning_rate": 9.755282581475769e-05, |
|
"loss": 0.5987, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"eval_loss": 0.8878731727600098, |
|
"eval_runtime": 39.2513, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 9.176470588235293, |
|
"grad_norm": 0.49439936876296997, |
|
"learning_rate": 9.727592877996585e-05, |
|
"loss": 0.5998, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 9.411764705882353, |
|
"grad_norm": 0.6181315183639526, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 0.5946, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 9.647058823529411, |
|
"grad_norm": 0.5851460695266724, |
|
"learning_rate": 9.667902132486009e-05, |
|
"loss": 0.5762, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 9.882352941176471, |
|
"grad_norm": 0.7100406289100647, |
|
"learning_rate": 9.635919272833938e-05, |
|
"loss": 0.5553, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 0.9138666987419128, |
|
"eval_runtime": 39.2496, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 10.117647058823529, |
|
"grad_norm": 0.7029377818107605, |
|
"learning_rate": 9.602524267262203e-05, |
|
"loss": 0.5222, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 10.352941176470589, |
|
"grad_norm": 0.7276427745819092, |
|
"learning_rate": 9.567727288213005e-05, |
|
"loss": 0.5263, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 10.588235294117647, |
|
"grad_norm": 0.7112120985984802, |
|
"learning_rate": 9.53153893518325e-05, |
|
"loss": 0.4885, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 10.823529411764707, |
|
"grad_norm": 0.7985062003135681, |
|
"learning_rate": 9.493970231495835e-05, |
|
"loss": 0.4959, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 10.941176470588236, |
|
"eval_loss": 0.9456067681312561, |
|
"eval_runtime": 39.2558, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 11.058823529411764, |
|
"grad_norm": 0.7065971493721008, |
|
"learning_rate": 9.45503262094184e-05, |
|
"loss": 0.5183, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 11.294117647058824, |
|
"grad_norm": 1.4326319694519043, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 0.4754, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 11.529411764705882, |
|
"grad_norm": 1.0542569160461426, |
|
"learning_rate": 9.373098535696979e-05, |
|
"loss": 0.4067, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 11.764705882352942, |
|
"grad_norm": 0.9199151992797852, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.4442, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 1.002302646636963, |
|
"learning_rate": 9.285836503510562e-05, |
|
"loss": 0.4148, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 0.9964881539344788, |
|
"eval_runtime": 39.2547, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.235294117647058, |
|
"grad_norm": 1.159452199935913, |
|
"learning_rate": 9.24024048078213e-05, |
|
"loss": 0.3856, |
|
"step": 104 |
|
}, |
|
{ |
|
"epoch": 12.470588235294118, |
|
"grad_norm": 1.2748922109603882, |
|
"learning_rate": 9.193352839727121e-05, |
|
"loss": 0.3609, |
|
"step": 106 |
|
}, |
|
{ |
|
"epoch": 12.705882352941176, |
|
"grad_norm": 1.052121639251709, |
|
"learning_rate": 9.145187862775209e-05, |
|
"loss": 0.3814, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 12.941176470588236, |
|
"grad_norm": 0.992569088935852, |
|
"learning_rate": 9.09576022144496e-05, |
|
"loss": 0.3734, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 12.941176470588236, |
|
"eval_loss": 1.0426888465881348, |
|
"eval_runtime": 39.2515, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 13.176470588235293, |
|
"grad_norm": 0.9615302681922913, |
|
"learning_rate": 9.045084971874738e-05, |
|
"loss": 0.3507, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 13.411764705882353, |
|
"grad_norm": 0.9408590197563171, |
|
"learning_rate": 8.993177550236464e-05, |
|
"loss": 0.2905, |
|
"step": 114 |
|
}, |
|
{ |
|
"epoch": 13.647058823529411, |
|
"grad_norm": 1.0201396942138672, |
|
"learning_rate": 8.940053768033609e-05, |
|
"loss": 0.3232, |
|
"step": 116 |
|
}, |
|
{ |
|
"epoch": 13.882352941176471, |
|
"grad_norm": 1.023605227470398, |
|
"learning_rate": 8.885729807284856e-05, |
|
"loss": 0.3239, |
|
"step": 118 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 1.0871130228042603, |
|
"eval_runtime": 39.2585, |
|
"eval_samples_per_second": 0.917, |
|
"eval_steps_per_second": 0.917, |
|
"step": 119 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"step": 119, |
|
"total_flos": 1.867486456793006e+17, |
|
"train_loss": 0.7177910867358456, |
|
"train_runtime": 6920.2527, |
|
"train_samples_per_second": 0.983, |
|
"train_steps_per_second": 0.058 |
|
} |
|
], |
|
"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": 1.867486456793006e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|