|
{ |
|
"best_metric": 0.9777191877365112, |
|
"best_model_checkpoint": "data/Gemma-2-2B_task-1_180-samples_config-2_auto/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": 1.6483811140060425, |
|
"learning_rate": 2.5e-06, |
|
"loss": 1.6016, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.23529411764705882, |
|
"grad_norm": 1.8188143968582153, |
|
"learning_rate": 5e-06, |
|
"loss": 1.5661, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.47058823529411764, |
|
"grad_norm": 1.7118061780929565, |
|
"learning_rate": 1e-05, |
|
"loss": 1.6066, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.7058823529411765, |
|
"grad_norm": 1.8728283643722534, |
|
"learning_rate": 1.5e-05, |
|
"loss": 1.6552, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"grad_norm": 1.846622109413147, |
|
"learning_rate": 2e-05, |
|
"loss": 1.6536, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"eval_loss": 1.6148011684417725, |
|
"eval_runtime": 3.175, |
|
"eval_samples_per_second": 11.339, |
|
"eval_steps_per_second": 11.339, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 1.1764705882352942, |
|
"grad_norm": 1.6735312938690186, |
|
"learning_rate": 2.5e-05, |
|
"loss": 1.5927, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.4117647058823528, |
|
"grad_norm": 1.5562609434127808, |
|
"learning_rate": 3e-05, |
|
"loss": 1.4417, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.6470588235294117, |
|
"grad_norm": 1.2983638048171997, |
|
"learning_rate": 3.5e-05, |
|
"loss": 1.353, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.8823529411764706, |
|
"grad_norm": 1.2827444076538086, |
|
"learning_rate": 4e-05, |
|
"loss": 1.2068, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 1.1806913614273071, |
|
"eval_runtime": 3.2253, |
|
"eval_samples_per_second": 11.162, |
|
"eval_steps_per_second": 11.162, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 2.1176470588235294, |
|
"grad_norm": 0.9886078834533691, |
|
"learning_rate": 4.5e-05, |
|
"loss": 1.1324, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 2.3529411764705883, |
|
"grad_norm": 0.9659700989723206, |
|
"learning_rate": 5e-05, |
|
"loss": 1.0622, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.588235294117647, |
|
"grad_norm": 0.8245033621788025, |
|
"learning_rate": 5.500000000000001e-05, |
|
"loss": 1.0729, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 2.8235294117647056, |
|
"grad_norm": 0.6965786814689636, |
|
"learning_rate": 6e-05, |
|
"loss": 1.099, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 2.9411764705882355, |
|
"eval_loss": 1.0636965036392212, |
|
"eval_runtime": 3.1493, |
|
"eval_samples_per_second": 11.431, |
|
"eval_steps_per_second": 11.431, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 3.0588235294117645, |
|
"grad_norm": 0.8082783222198486, |
|
"learning_rate": 6.500000000000001e-05, |
|
"loss": 1.0129, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 3.2941176470588234, |
|
"grad_norm": 0.6719391345977783, |
|
"learning_rate": 7e-05, |
|
"loss": 0.96, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 3.5294117647058822, |
|
"grad_norm": 0.6545636653900146, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.9613, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 3.764705882352941, |
|
"grad_norm": 0.6773549914360046, |
|
"learning_rate": 8e-05, |
|
"loss": 0.9415, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.7470717430114746, |
|
"learning_rate": 8.5e-05, |
|
"loss": 0.9298, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 1.006292700767517, |
|
"eval_runtime": 3.1804, |
|
"eval_samples_per_second": 11.319, |
|
"eval_steps_per_second": 11.319, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 4.235294117647059, |
|
"grad_norm": 0.723663330078125, |
|
"learning_rate": 9e-05, |
|
"loss": 0.8879, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 4.470588235294118, |
|
"grad_norm": 0.7206593751907349, |
|
"learning_rate": 9.5e-05, |
|
"loss": 0.8112, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 4.705882352941177, |
|
"grad_norm": 0.6750977635383606, |
|
"learning_rate": 0.0001, |
|
"loss": 0.8758, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"grad_norm": 0.7167984247207642, |
|
"learning_rate": 9.999238475781957e-05, |
|
"loss": 0.831, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 4.9411764705882355, |
|
"eval_loss": 0.9777191877365112, |
|
"eval_runtime": 3.162, |
|
"eval_samples_per_second": 11.385, |
|
"eval_steps_per_second": 11.385, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 5.176470588235294, |
|
"grad_norm": 0.6707794070243835, |
|
"learning_rate": 9.99695413509548e-05, |
|
"loss": 0.7714, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 5.411764705882353, |
|
"grad_norm": 0.6780092120170593, |
|
"learning_rate": 9.99314767377287e-05, |
|
"loss": 0.6937, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 5.647058823529412, |
|
"grad_norm": 0.7976924180984497, |
|
"learning_rate": 9.987820251299122e-05, |
|
"loss": 0.7127, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 5.882352941176471, |
|
"grad_norm": 0.8580948114395142, |
|
"learning_rate": 9.980973490458728e-05, |
|
"loss": 0.7592, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 0.9820876717567444, |
|
"eval_runtime": 3.2189, |
|
"eval_samples_per_second": 11.184, |
|
"eval_steps_per_second": 11.184, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 6.117647058823529, |
|
"grad_norm": 0.7955440282821655, |
|
"learning_rate": 9.972609476841367e-05, |
|
"loss": 0.7038, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 6.352941176470588, |
|
"grad_norm": 0.8583125472068787, |
|
"learning_rate": 9.962730758206611e-05, |
|
"loss": 0.6277, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 6.588235294117647, |
|
"grad_norm": 0.9593090415000916, |
|
"learning_rate": 9.951340343707852e-05, |
|
"loss": 0.5799, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 6.823529411764706, |
|
"grad_norm": 1.0006083250045776, |
|
"learning_rate": 9.938441702975689e-05, |
|
"loss": 0.5722, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 6.9411764705882355, |
|
"eval_loss": 1.03861665725708, |
|
"eval_runtime": 3.2222, |
|
"eval_samples_per_second": 11.172, |
|
"eval_steps_per_second": 11.172, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 7.0588235294117645, |
|
"grad_norm": 0.9124515652656555, |
|
"learning_rate": 9.924038765061042e-05, |
|
"loss": 0.576, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 7.294117647058823, |
|
"grad_norm": 1.0282957553863525, |
|
"learning_rate": 9.908135917238321e-05, |
|
"loss": 0.5054, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 7.529411764705882, |
|
"grad_norm": 1.3002614974975586, |
|
"learning_rate": 9.890738003669029e-05, |
|
"loss": 0.4125, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 7.764705882352941, |
|
"grad_norm": 1.231948733329773, |
|
"learning_rate": 9.871850323926177e-05, |
|
"loss": 0.4413, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 1.5320850610733032, |
|
"learning_rate": 9.851478631379982e-05, |
|
"loss": 0.4793, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 1.2374316453933716, |
|
"eval_runtime": 3.1935, |
|
"eval_samples_per_second": 11.273, |
|
"eval_steps_per_second": 11.273, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 8.235294117647058, |
|
"grad_norm": 1.1022107601165771, |
|
"learning_rate": 9.829629131445342e-05, |
|
"loss": 0.3113, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 8.470588235294118, |
|
"grad_norm": 1.222530722618103, |
|
"learning_rate": 9.806308479691595e-05, |
|
"loss": 0.3486, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 8.705882352941176, |
|
"grad_norm": 1.3544836044311523, |
|
"learning_rate": 9.781523779815179e-05, |
|
"loss": 0.2943, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"grad_norm": 1.7861392498016357, |
|
"learning_rate": 9.755282581475769e-05, |
|
"loss": 0.3157, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 8.941176470588236, |
|
"eval_loss": 1.453012228012085, |
|
"eval_runtime": 3.1504, |
|
"eval_samples_per_second": 11.427, |
|
"eval_steps_per_second": 11.427, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 9.176470588235293, |
|
"grad_norm": 1.2386289834976196, |
|
"learning_rate": 9.727592877996585e-05, |
|
"loss": 0.2149, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 9.411764705882353, |
|
"grad_norm": 1.4310222864151, |
|
"learning_rate": 9.698463103929542e-05, |
|
"loss": 0.1888, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 9.647058823529411, |
|
"grad_norm": 1.6150720119476318, |
|
"learning_rate": 9.667902132486009e-05, |
|
"loss": 0.1821, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 9.882352941176471, |
|
"grad_norm": 1.6716431379318237, |
|
"learning_rate": 9.635919272833938e-05, |
|
"loss": 0.2078, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 1.807525873184204, |
|
"eval_runtime": 3.1598, |
|
"eval_samples_per_second": 11.393, |
|
"eval_steps_per_second": 11.393, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 10.117647058823529, |
|
"grad_norm": 1.3494782447814941, |
|
"learning_rate": 9.602524267262203e-05, |
|
"loss": 0.1435, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 10.352941176470589, |
|
"grad_norm": 1.3932836055755615, |
|
"learning_rate": 9.567727288213005e-05, |
|
"loss": 0.106, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 10.588235294117647, |
|
"grad_norm": 1.3322428464889526, |
|
"learning_rate": 9.53153893518325e-05, |
|
"loss": 0.1254, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 10.823529411764707, |
|
"grad_norm": 1.860274076461792, |
|
"learning_rate": 9.493970231495835e-05, |
|
"loss": 0.1328, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 10.941176470588236, |
|
"eval_loss": 2.0376336574554443, |
|
"eval_runtime": 3.1888, |
|
"eval_samples_per_second": 11.29, |
|
"eval_steps_per_second": 11.29, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 11.058823529411764, |
|
"grad_norm": 1.0124211311340332, |
|
"learning_rate": 9.45503262094184e-05, |
|
"loss": 0.1019, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 11.294117647058824, |
|
"grad_norm": 1.3623038530349731, |
|
"learning_rate": 9.414737964294636e-05, |
|
"loss": 0.089, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 11.529411764705882, |
|
"grad_norm": 1.2576934099197388, |
|
"learning_rate": 9.373098535696979e-05, |
|
"loss": 0.0839, |
|
"step": 98 |
|
}, |
|
{ |
|
"epoch": 11.764705882352942, |
|
"grad_norm": 1.784144401550293, |
|
"learning_rate": 9.330127018922194e-05, |
|
"loss": 0.075, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 1.220141887664795, |
|
"learning_rate": 9.285836503510562e-05, |
|
"loss": 0.0699, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 2.2025742530822754, |
|
"eval_runtime": 3.2125, |
|
"eval_samples_per_second": 11.206, |
|
"eval_steps_per_second": 11.206, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"step": 102, |
|
"total_flos": 7235055271280640.0, |
|
"train_loss": 0.6960301403613651, |
|
"train_runtime": 697.0571, |
|
"train_samples_per_second": 9.755, |
|
"train_steps_per_second": 0.574 |
|
} |
|
], |
|
"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": 7235055271280640.0, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|