|
{ |
|
"best_metric": 0.40765851736068726, |
|
"best_model_checkpoint": "data/Mistral-7B_task-3_180-samples_config-2/checkpoint-42", |
|
"epoch": 12.0, |
|
"eval_steps": 500, |
|
"global_step": 102, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.11764705882352941, |
|
"grad_norm": 14.504705429077148, |
|
"learning_rate": 2.5e-06, |
|
"loss": 3.3326, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.23529411764705882, |
|
"grad_norm": 20.7569580078125, |
|
"learning_rate": 5e-06, |
|
"loss": 4.3434, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.47058823529411764, |
|
"grad_norm": 15.900101661682129, |
|
"learning_rate": 1e-05, |
|
"loss": 3.6601, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.7058823529411765, |
|
"grad_norm": 11.783173561096191, |
|
"learning_rate": 1.5e-05, |
|
"loss": 3.1182, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"grad_norm": 9.379878997802734, |
|
"learning_rate": 2e-05, |
|
"loss": 2.7267, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"eval_loss": 2.1989693641662598, |
|
"eval_runtime": 39.0777, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 1.1764705882352942, |
|
"grad_norm": 7.800622940063477, |
|
"learning_rate": 2.5e-05, |
|
"loss": 2.0051, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.4117647058823528, |
|
"grad_norm": 7.2994065284729, |
|
"learning_rate": 3e-05, |
|
"loss": 1.5395, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.6470588235294117, |
|
"grad_norm": 4.580909729003906, |
|
"learning_rate": 3.5e-05, |
|
"loss": 1.0346, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.8823529411764706, |
|
"grad_norm": 2.24992036819458, |
|
"learning_rate": 4e-05, |
|
"loss": 0.8147, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 0.6679273843765259, |
|
"eval_runtime": 39.074, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 2.1176470588235294, |
|
"grad_norm": 1.516501545906067, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.6609, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 2.3529411764705883, |
|
"grad_norm": 0.9916050434112549, |
|
"learning_rate": 5e-05, |
|
"loss": 0.607, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.588235294117647, |
|
"grad_norm": 0.7745568752288818, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 0.4275, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.8235294117647056, |
|
"grad_norm": 0.7072432637214661, |
|
"learning_rate": 6e-05, |
|
"loss": 0.4601, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.9411764705882355, |
|
"eval_loss": 0.47325241565704346, |
|
"eval_runtime": 39.0692, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 3.0588235294117645, |
|
"grad_norm": 0.7457287907600403, |
|
"learning_rate": 6.500000000000001e-05, |
|
"loss": 0.3543, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 3.2941176470588234, |
|
"grad_norm": 0.8342892527580261, |
|
"learning_rate": 7e-05, |
|
"loss": 0.4855, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 3.5294117647058822, |
|
"grad_norm": 0.42753827571868896, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.3148, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.764705882352941, |
|
"grad_norm": 3.2698042392730713, |
|
"learning_rate": 8e-05, |
|
"loss": 0.38, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 1.6027395725250244, |
|
"learning_rate": 8.5e-05, |
|
"loss": 0.244, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 0.4196014404296875, |
|
"eval_runtime": 39.0757, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.235294117647059, |
|
"grad_norm": 0.6179048418998718, |
|
"learning_rate": 9e-05, |
|
"loss": 0.3033, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 4.470588235294118, |
|
"grad_norm": 3.261169195175171, |
|
"learning_rate": 9.5e-05, |
|
"loss": 0.3497, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 4.705882352941177, |
|
"grad_norm": 0.5675766468048096, |
|
"learning_rate": 0.0001, |
|
"loss": 0.2755, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"grad_norm": 0.48287370800971985, |
|
"learning_rate": 9.999238475781957e-05, |
|
"loss": 0.2392, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"eval_loss": 0.40765851736068726, |
|
"eval_runtime": 39.0794, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 5.176470588235294, |
|
"grad_norm": 0.5523759722709656, |
|
"learning_rate": 9.99695413509548e-05, |
|
"loss": 0.2591, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 5.411764705882353, |
|
"grad_norm": 0.31405553221702576, |
|
"learning_rate": 9.99314767377287e-05, |
|
"loss": 0.1407, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 5.647058823529412, |
|
"grad_norm": 0.8077965974807739, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 0.1793, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 5.882352941176471, |
|
"grad_norm": 0.6415297389030457, |
|
"learning_rate": 9.980973490458728e-05, |
|
"loss": 0.2333, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 0.4224318265914917, |
|
"eval_runtime": 39.0789, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 6.117647058823529, |
|
"grad_norm": 0.4493468701839447, |
|
"learning_rate": 9.972609476841367e-05, |
|
"loss": 0.1872, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 6.352941176470588, |
|
"grad_norm": 0.593795895576477, |
|
"learning_rate": 9.962730758206611e-05, |
|
"loss": 0.1529, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 6.588235294117647, |
|
"grad_norm": 0.7886911630630493, |
|
"learning_rate": 9.951340343707852e-05, |
|
"loss": 0.0964, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 6.823529411764706, |
|
"grad_norm": 1.127954363822937, |
|
"learning_rate": 9.938441702975689e-05, |
|
"loss": 0.1101, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 6.9411764705882355, |
|
"eval_loss": 0.4902816414833069, |
|
"eval_runtime": 39.0736, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 7.0588235294117645, |
|
"grad_norm": 0.7894813418388367, |
|
"learning_rate": 9.924038765061042e-05, |
|
"loss": 0.1401, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 7.294117647058823, |
|
"grad_norm": 0.5589519739151001, |
|
"learning_rate": 9.908135917238321e-05, |
|
"loss": 0.0716, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 7.529411764705882, |
|
"grad_norm": 1.3564684391021729, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 0.0646, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 7.764705882352941, |
|
"grad_norm": 0.9714311361312866, |
|
"learning_rate": 9.871850323926177e-05, |
|
"loss": 0.0327, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 1.2530443668365479, |
|
"learning_rate": 9.851478631379982e-05, |
|
"loss": 0.0532, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 0.5853617191314697, |
|
"eval_runtime": 39.0872, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.235294117647058, |
|
"grad_norm": 0.4537618160247803, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 0.0194, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 8.470588235294118, |
|
"grad_norm": 1.3883719444274902, |
|
"learning_rate": 9.806308479691595e-05, |
|
"loss": 0.0309, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 8.705882352941176, |
|
"grad_norm": 0.31875643134117126, |
|
"learning_rate": 9.781523779815179e-05, |
|
"loss": 0.0204, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"grad_norm": 1.1900216341018677, |
|
"learning_rate": 9.755282581475769e-05, |
|
"loss": 0.0266, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"eval_loss": 0.664294958114624, |
|
"eval_runtime": 39.0752, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 9.176470588235293, |
|
"grad_norm": 0.5460513234138489, |
|
"learning_rate": 9.727592877996585e-05, |
|
"loss": 0.0099, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 9.411764705882353, |
|
"grad_norm": 0.4250204563140869, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 0.011, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 9.647058823529411, |
|
"grad_norm": 0.5882348418235779, |
|
"learning_rate": 9.667902132486009e-05, |
|
"loss": 0.0084, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 9.882352941176471, |
|
"grad_norm": 0.15863734483718872, |
|
"learning_rate": 9.635919272833938e-05, |
|
"loss": 0.009, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 0.7163164019584656, |
|
"eval_runtime": 39.0742, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 10.117647058823529, |
|
"grad_norm": 0.20348787307739258, |
|
"learning_rate": 9.602524267262203e-05, |
|
"loss": 0.007, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 10.352941176470589, |
|
"grad_norm": 0.13509777188301086, |
|
"learning_rate": 9.567727288213005e-05, |
|
"loss": 0.0025, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 10.588235294117647, |
|
"grad_norm": 0.6861823797225952, |
|
"learning_rate": 9.53153893518325e-05, |
|
"loss": 0.008, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 10.823529411764707, |
|
"grad_norm": 0.32561418414115906, |
|
"learning_rate": 9.493970231495835e-05, |
|
"loss": 0.0074, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 10.941176470588236, |
|
"eval_loss": 0.7387914657592773, |
|
"eval_runtime": 39.0731, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 11.058823529411764, |
|
"grad_norm": 0.1485217809677124, |
|
"learning_rate": 9.45503262094184e-05, |
|
"loss": 0.0028, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 11.294117647058824, |
|
"grad_norm": 0.41832828521728516, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 0.0047, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 11.529411764705882, |
|
"grad_norm": 0.09504914283752441, |
|
"learning_rate": 9.373098535696979e-05, |
|
"loss": 0.0014, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 11.764705882352942, |
|
"grad_norm": 0.6861616969108582, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.0072, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 0.15043994784355164, |
|
"learning_rate": 9.285836503510562e-05, |
|
"loss": 0.0055, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 0.7272784113883972, |
|
"eval_runtime": 39.0768, |
|
"eval_samples_per_second": 0.921, |
|
"eval_steps_per_second": 0.921, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"step": 102, |
|
"total_flos": 1.5906559946339123e+17, |
|
"train_loss": 0.5047409891552639, |
|
"train_runtime": 5898.6129, |
|
"train_samples_per_second": 1.153, |
|
"train_steps_per_second": 0.068 |
|
} |
|
], |
|
"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": 1.5906559946339123e+17, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|