|
{ |
|
"best_metric": 0.04662612825632095, |
|
"best_model_checkpoint": "./beans_lora_outputs/checkpoint-520", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 650, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.07692307692307693, |
|
"grad_norm": 1.4020828008651733, |
|
"learning_rate": 0.0004923076923076924, |
|
"loss": 1.0336, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.15384615384615385, |
|
"grad_norm": 1.1858539581298828, |
|
"learning_rate": 0.0004846153846153846, |
|
"loss": 0.9408, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.23076923076923078, |
|
"grad_norm": 1.314568281173706, |
|
"learning_rate": 0.000476923076923077, |
|
"loss": 0.7742, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 1.8166171312332153, |
|
"learning_rate": 0.00046923076923076926, |
|
"loss": 0.5557, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.38461538461538464, |
|
"grad_norm": 0.892727792263031, |
|
"learning_rate": 0.0004615384615384616, |
|
"loss": 0.5459, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 1.4540048837661743, |
|
"learning_rate": 0.00045384615384615385, |
|
"loss": 0.4776, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.5384615384615384, |
|
"grad_norm": 0.7993093729019165, |
|
"learning_rate": 0.0004461538461538462, |
|
"loss": 0.4206, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 0.4129832088947296, |
|
"learning_rate": 0.00043846153846153845, |
|
"loss": 0.2951, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.6923076923076923, |
|
"grad_norm": 1.1914254426956177, |
|
"learning_rate": 0.00043076923076923083, |
|
"loss": 0.2664, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 2.3125526905059814, |
|
"learning_rate": 0.0004230769230769231, |
|
"loss": 0.3194, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.8461538461538461, |
|
"grad_norm": 1.2275660037994385, |
|
"learning_rate": 0.0004153846153846154, |
|
"loss": 0.2889, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 0.6353504657745361, |
|
"learning_rate": 0.0004076923076923077, |
|
"loss": 0.1575, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 3.177952527999878, |
|
"learning_rate": 0.0004, |
|
"loss": 0.2167, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9473684210526315, |
|
"eval_loss": 0.17138947546482086, |
|
"eval_runtime": 9.2462, |
|
"eval_samples_per_second": 14.384, |
|
"eval_steps_per_second": 1.839, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 0.3688104748725891, |
|
"learning_rate": 0.0003923076923076923, |
|
"loss": 0.1432, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.1538461538461537, |
|
"grad_norm": 1.1805006265640259, |
|
"learning_rate": 0.00038461538461538467, |
|
"loss": 0.2113, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 0.634524405002594, |
|
"learning_rate": 0.00037692307692307694, |
|
"loss": 0.1851, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.3076923076923077, |
|
"grad_norm": 0.15019208192825317, |
|
"learning_rate": 0.00036923076923076927, |
|
"loss": 0.1933, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.3095666766166687, |
|
"learning_rate": 0.00036153846153846154, |
|
"loss": 0.1281, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.4615384615384617, |
|
"grad_norm": 1.1930674314498901, |
|
"learning_rate": 0.00035384615384615386, |
|
"loss": 0.1348, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.1358138620853424, |
|
"learning_rate": 0.00034615384615384613, |
|
"loss": 0.2277, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.6153846153846154, |
|
"grad_norm": 2.295457363128662, |
|
"learning_rate": 0.0003384615384615385, |
|
"loss": 0.1802, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 0.1559237241744995, |
|
"learning_rate": 0.0003307692307692308, |
|
"loss": 0.1972, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.7692307692307692, |
|
"grad_norm": 0.8495343923568726, |
|
"learning_rate": 0.0003230769230769231, |
|
"loss": 0.176, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 1.684859037399292, |
|
"learning_rate": 0.0003153846153846154, |
|
"loss": 0.2912, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"grad_norm": 0.2597804367542267, |
|
"learning_rate": 0.0003076923076923077, |
|
"loss": 0.1231, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.09072303026914597, |
|
"learning_rate": 0.0003, |
|
"loss": 0.1288, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9548872180451128, |
|
"eval_loss": 0.13066871464252472, |
|
"eval_runtime": 7.0796, |
|
"eval_samples_per_second": 18.786, |
|
"eval_steps_per_second": 2.401, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.076923076923077, |
|
"grad_norm": 0.09045865386724472, |
|
"learning_rate": 0.00029230769230769235, |
|
"loss": 0.0485, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.0802936926484108, |
|
"learning_rate": 0.0002846153846153846, |
|
"loss": 0.1315, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.230769230769231, |
|
"grad_norm": 2.443058967590332, |
|
"learning_rate": 0.00027692307692307695, |
|
"loss": 0.1178, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 2.5117151737213135, |
|
"learning_rate": 0.0002692307692307692, |
|
"loss": 0.1197, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.3846153846153846, |
|
"grad_norm": 0.6276033520698547, |
|
"learning_rate": 0.00026153846153846154, |
|
"loss": 0.1327, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.07618015259504318, |
|
"learning_rate": 0.0002538461538461538, |
|
"loss": 0.1751, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.5384615384615383, |
|
"grad_norm": 1.933332920074463, |
|
"learning_rate": 0.0002461538461538462, |
|
"loss": 0.1409, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 1.7085862159729004, |
|
"learning_rate": 0.0002384615384615385, |
|
"loss": 0.076, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.6923076923076925, |
|
"grad_norm": 0.08163443952798843, |
|
"learning_rate": 0.0002307692307692308, |
|
"loss": 0.1995, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 3.548895835876465, |
|
"learning_rate": 0.0002230769230769231, |
|
"loss": 0.1168, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.8461538461538463, |
|
"grad_norm": 0.2048652619123459, |
|
"learning_rate": 0.00021538461538461541, |
|
"loss": 0.1259, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 0.46744510531425476, |
|
"learning_rate": 0.0002076923076923077, |
|
"loss": 0.0786, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.05968974158167839, |
|
"learning_rate": 0.0002, |
|
"loss": 0.1056, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.06689254194498062, |
|
"eval_runtime": 7.9823, |
|
"eval_samples_per_second": 16.662, |
|
"eval_steps_per_second": 2.13, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 1.8612762689590454, |
|
"learning_rate": 0.00019230769230769233, |
|
"loss": 0.1471, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.1538461538461537, |
|
"grad_norm": 3.9264113903045654, |
|
"learning_rate": 0.00018461538461538463, |
|
"loss": 0.1647, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 1.6901596784591675, |
|
"learning_rate": 0.00017692307692307693, |
|
"loss": 0.0862, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 3.3076923076923075, |
|
"grad_norm": 0.046002600342035294, |
|
"learning_rate": 0.00016923076923076926, |
|
"loss": 0.0178, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 1.302810549736023, |
|
"learning_rate": 0.00016153846153846155, |
|
"loss": 0.1012, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 3.4615384615384617, |
|
"grad_norm": 1.406225323677063, |
|
"learning_rate": 0.00015384615384615385, |
|
"loss": 0.0446, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 3.55471134185791, |
|
"learning_rate": 0.00014615384615384618, |
|
"loss": 0.0553, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 3.6153846153846154, |
|
"grad_norm": 3.552142858505249, |
|
"learning_rate": 0.00013846153846153847, |
|
"loss": 0.0779, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.5659548044204712, |
|
"learning_rate": 0.00013076923076923077, |
|
"loss": 0.0464, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.769230769230769, |
|
"grad_norm": 0.04047946259379387, |
|
"learning_rate": 0.0001230769230769231, |
|
"loss": 0.0512, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.4618072211742401, |
|
"learning_rate": 0.0001153846153846154, |
|
"loss": 0.1398, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 3.9230769230769234, |
|
"grad_norm": 0.030209071934223175, |
|
"learning_rate": 0.00010769230769230771, |
|
"loss": 0.113, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.0347941592335701, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0772, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.04662612825632095, |
|
"eval_runtime": 6.9929, |
|
"eval_samples_per_second": 19.019, |
|
"eval_steps_per_second": 2.431, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.076923076923077, |
|
"grad_norm": 0.3986341953277588, |
|
"learning_rate": 9.230769230769232e-05, |
|
"loss": 0.0794, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 4.153846153846154, |
|
"grad_norm": 0.538861870765686, |
|
"learning_rate": 8.461538461538463e-05, |
|
"loss": 0.1024, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 4.230769230769231, |
|
"grad_norm": 0.10060963779687881, |
|
"learning_rate": 7.692307692307693e-05, |
|
"loss": 0.1196, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 4.3076923076923075, |
|
"grad_norm": 0.4288579225540161, |
|
"learning_rate": 6.923076923076924e-05, |
|
"loss": 0.0233, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 4.384615384615385, |
|
"grad_norm": 0.06229620799422264, |
|
"learning_rate": 6.153846153846155e-05, |
|
"loss": 0.0887, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 4.461538461538462, |
|
"grad_norm": 0.06911199539899826, |
|
"learning_rate": 5.3846153846153853e-05, |
|
"loss": 0.055, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 4.538461538461538, |
|
"grad_norm": 0.31500548124313354, |
|
"learning_rate": 4.615384615384616e-05, |
|
"loss": 0.0385, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 4.615384615384615, |
|
"grad_norm": 0.1616271734237671, |
|
"learning_rate": 3.846153846153846e-05, |
|
"loss": 0.1278, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 4.6923076923076925, |
|
"grad_norm": 2.4755680561065674, |
|
"learning_rate": 3.0769230769230774e-05, |
|
"loss": 0.0742, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 4.769230769230769, |
|
"grad_norm": 0.2346724271774292, |
|
"learning_rate": 2.307692307692308e-05, |
|
"loss": 0.0398, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 4.846153846153846, |
|
"grad_norm": 0.09390363842248917, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.0235, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 4.923076923076923, |
|
"grad_norm": 0.0435369536280632, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.0719, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.09755070507526398, |
|
"learning_rate": 0.0, |
|
"loss": 0.0941, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9699248120300752, |
|
"eval_loss": 0.08044340461492538, |
|
"eval_runtime": 9.1805, |
|
"eval_samples_per_second": 14.487, |
|
"eval_steps_per_second": 1.852, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 650, |
|
"total_flos": 4.0477911662555136e+17, |
|
"train_loss": 0.18834018239608177, |
|
"train_runtime": 471.6062, |
|
"train_samples_per_second": 10.963, |
|
"train_steps_per_second": 1.378 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 650, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"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": 4.0477911662555136e+17, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|