|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 2.3902439024390243, |
|
"eval_steps": 500, |
|
"global_step": 50, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04878048780487805, |
|
"grad_norm": 5.292644023895264, |
|
"learning_rate": 1e-05, |
|
"loss": 4.2989, |
|
"mean_token_accuracy": 0.7670535296201706, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.0975609756097561, |
|
"grad_norm": 5.072988033294678, |
|
"learning_rate": 2e-05, |
|
"loss": 4.9172, |
|
"mean_token_accuracy": 0.7377254962921143, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.14634146341463414, |
|
"grad_norm": 5.262055397033691, |
|
"learning_rate": 3e-05, |
|
"loss": 4.3559, |
|
"mean_token_accuracy": 0.7575394362211227, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.1951219512195122, |
|
"grad_norm": 4.690796375274658, |
|
"learning_rate": 4e-05, |
|
"loss": 4.0699, |
|
"mean_token_accuracy": 0.775342732667923, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.24390243902439024, |
|
"grad_norm": 5.084864616394043, |
|
"learning_rate": 5e-05, |
|
"loss": 4.0367, |
|
"mean_token_accuracy": 0.7870949655771255, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.2926829268292683, |
|
"grad_norm": 5.311507701873779, |
|
"learning_rate": 4.888888888888889e-05, |
|
"loss": 4.6084, |
|
"mean_token_accuracy": 0.7504871934652328, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.34146341463414637, |
|
"grad_norm": 6.440568447113037, |
|
"learning_rate": 4.7777777777777784e-05, |
|
"loss": 4.7291, |
|
"mean_token_accuracy": 0.7459312677383423, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.3902439024390244, |
|
"grad_norm": 6.664432048797607, |
|
"learning_rate": 4.666666666666667e-05, |
|
"loss": 4.5902, |
|
"mean_token_accuracy": 0.7366409450769424, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.43902439024390244, |
|
"grad_norm": 6.393540382385254, |
|
"learning_rate": 4.555555555555556e-05, |
|
"loss": 3.9964, |
|
"mean_token_accuracy": 0.7768445461988449, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.4878048780487805, |
|
"grad_norm": 7.187014579772949, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 4.8158, |
|
"mean_token_accuracy": 0.7345478385686874, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.5365853658536586, |
|
"grad_norm": 6.634271621704102, |
|
"learning_rate": 4.3333333333333334e-05, |
|
"loss": 4.3145, |
|
"mean_token_accuracy": 0.7628218829631805, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.5853658536585366, |
|
"grad_norm": 6.83073091506958, |
|
"learning_rate": 4.222222222222222e-05, |
|
"loss": 4.4571, |
|
"mean_token_accuracy": 0.7455749660730362, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.6341463414634146, |
|
"grad_norm": 6.895959854125977, |
|
"learning_rate": 4.111111111111111e-05, |
|
"loss": 4.0771, |
|
"mean_token_accuracy": 0.7768183499574661, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.6829268292682927, |
|
"grad_norm": 6.867372035980225, |
|
"learning_rate": 4e-05, |
|
"loss": 4.4007, |
|
"mean_token_accuracy": 0.7588072121143341, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.7317073170731707, |
|
"grad_norm": 6.1517791748046875, |
|
"learning_rate": 3.888888888888889e-05, |
|
"loss": 4.1443, |
|
"mean_token_accuracy": 0.7709105908870697, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.7804878048780488, |
|
"grad_norm": 6.296253681182861, |
|
"learning_rate": 3.777777777777778e-05, |
|
"loss": 4.5376, |
|
"mean_token_accuracy": 0.7590610980987549, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.8292682926829268, |
|
"grad_norm": 6.150022983551025, |
|
"learning_rate": 3.6666666666666666e-05, |
|
"loss": 4.1576, |
|
"mean_token_accuracy": 0.7677088677883148, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.8780487804878049, |
|
"grad_norm": 6.601177215576172, |
|
"learning_rate": 3.555555555555556e-05, |
|
"loss": 4.8123, |
|
"mean_token_accuracy": 0.7380577623844147, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.926829268292683, |
|
"grad_norm": 6.141186714172363, |
|
"learning_rate": 3.444444444444445e-05, |
|
"loss": 4.4355, |
|
"mean_token_accuracy": 0.7588777989149094, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.975609756097561, |
|
"grad_norm": 7.759636402130127, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 4.196, |
|
"mean_token_accuracy": 0.7583473473787308, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 4.481691837310791, |
|
"learning_rate": 3.222222222222223e-05, |
|
"loss": 2.7981, |
|
"mean_token_accuracy": 0.712793231010437, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.048780487804878, |
|
"grad_norm": 6.39988899230957, |
|
"learning_rate": 3.111111111111111e-05, |
|
"loss": 4.1204, |
|
"mean_token_accuracy": 0.778206542134285, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.0975609756097562, |
|
"grad_norm": 5.795325756072998, |
|
"learning_rate": 3e-05, |
|
"loss": 3.2981, |
|
"mean_token_accuracy": 0.8128762543201447, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.146341463414634, |
|
"grad_norm": 5.800813674926758, |
|
"learning_rate": 2.8888888888888888e-05, |
|
"loss": 3.6657, |
|
"mean_token_accuracy": 0.7923942655324936, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.1951219512195121, |
|
"grad_norm": 6.182375431060791, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 4.0254, |
|
"mean_token_accuracy": 0.773567721247673, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.2439024390243902, |
|
"grad_norm": 6.226065158843994, |
|
"learning_rate": 2.6666666666666667e-05, |
|
"loss": 3.6803, |
|
"mean_token_accuracy": 0.7928623855113983, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.2926829268292683, |
|
"grad_norm": 5.555008411407471, |
|
"learning_rate": 2.5555555555555554e-05, |
|
"loss": 3.8551, |
|
"mean_token_accuracy": 0.7828929722309113, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.3414634146341464, |
|
"grad_norm": 5.869503498077393, |
|
"learning_rate": 2.4444444444444445e-05, |
|
"loss": 3.9832, |
|
"mean_token_accuracy": 0.7784373760223389, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.3902439024390243, |
|
"grad_norm": 5.494263172149658, |
|
"learning_rate": 2.3333333333333336e-05, |
|
"loss": 3.5122, |
|
"mean_token_accuracy": 0.8014999330043793, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.4390243902439024, |
|
"grad_norm": 5.7608466148376465, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 3.6381, |
|
"mean_token_accuracy": 0.7957581877708435, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.4878048780487805, |
|
"grad_norm": 6.845158576965332, |
|
"learning_rate": 2.111111111111111e-05, |
|
"loss": 4.183, |
|
"mean_token_accuracy": 0.7679397910833359, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.5365853658536586, |
|
"grad_norm": 6.817462921142578, |
|
"learning_rate": 2e-05, |
|
"loss": 4.2954, |
|
"mean_token_accuracy": 0.7643744349479675, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.5853658536585367, |
|
"grad_norm": 5.7466349601745605, |
|
"learning_rate": 1.888888888888889e-05, |
|
"loss": 3.6042, |
|
"mean_token_accuracy": 0.7952823042869568, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.6341463414634148, |
|
"grad_norm": 6.517263412475586, |
|
"learning_rate": 1.777777777777778e-05, |
|
"loss": 3.8403, |
|
"mean_token_accuracy": 0.7832227051258087, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.6829268292682928, |
|
"grad_norm": 6.389585018157959, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 4.1519, |
|
"mean_token_accuracy": 0.7758816480636597, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.7317073170731707, |
|
"grad_norm": 6.375441551208496, |
|
"learning_rate": 1.5555555555555555e-05, |
|
"loss": 4.202, |
|
"mean_token_accuracy": 0.7712285220623016, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.7804878048780488, |
|
"grad_norm": 6.385025501251221, |
|
"learning_rate": 1.4444444444444444e-05, |
|
"loss": 3.7112, |
|
"mean_token_accuracy": 0.7900592088699341, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.8292682926829267, |
|
"grad_norm": 6.213353633880615, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 3.9617, |
|
"mean_token_accuracy": 0.7816430032253265, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.8780487804878048, |
|
"grad_norm": 6.150025367736816, |
|
"learning_rate": 1.2222222222222222e-05, |
|
"loss": 4.0205, |
|
"mean_token_accuracy": 0.7726276069879532, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.9268292682926829, |
|
"grad_norm": 6.346643924713135, |
|
"learning_rate": 1.1111111111111112e-05, |
|
"loss": 4.3219, |
|
"mean_token_accuracy": 0.7638045698404312, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.975609756097561, |
|
"grad_norm": 6.996342182159424, |
|
"learning_rate": 1e-05, |
|
"loss": 4.0849, |
|
"mean_token_accuracy": 0.7685424983501434, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 4.610576629638672, |
|
"learning_rate": 8.88888888888889e-06, |
|
"loss": 2.252, |
|
"mean_token_accuracy": 0.757177472114563, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.048780487804878, |
|
"grad_norm": 5.402480602264404, |
|
"learning_rate": 7.777777777777777e-06, |
|
"loss": 3.6178, |
|
"mean_token_accuracy": 0.8000039011240005, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.097560975609756, |
|
"grad_norm": 5.952712535858154, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 3.1941, |
|
"mean_token_accuracy": 0.8220265060663223, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 2.1463414634146343, |
|
"grad_norm": 5.641570568084717, |
|
"learning_rate": 5.555555555555556e-06, |
|
"loss": 3.7628, |
|
"mean_token_accuracy": 0.7894951105117798, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 2.1951219512195124, |
|
"grad_norm": 5.362001895904541, |
|
"learning_rate": 4.444444444444445e-06, |
|
"loss": 3.128, |
|
"mean_token_accuracy": 0.8270062953233719, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 2.2439024390243905, |
|
"grad_norm": 5.856266021728516, |
|
"learning_rate": 3.3333333333333333e-06, |
|
"loss": 3.7393, |
|
"mean_token_accuracy": 0.7911360561847687, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.292682926829268, |
|
"grad_norm": 6.097686290740967, |
|
"learning_rate": 2.2222222222222225e-06, |
|
"loss": 3.452, |
|
"mean_token_accuracy": 0.8116942197084427, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.341463414634146, |
|
"grad_norm": 5.644529342651367, |
|
"learning_rate": 1.1111111111111112e-06, |
|
"loss": 3.4835, |
|
"mean_token_accuracy": 0.8041615337133408, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 2.3902439024390243, |
|
"grad_norm": 5.310006618499756, |
|
"learning_rate": 0.0, |
|
"loss": 3.3661, |
|
"mean_token_accuracy": 0.8213394284248352, |
|
"step": 50 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 50, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 255785501196288.0, |
|
"train_batch_size": 4, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|