zephyr-7b-dpo-full / trainer_state.json
RikkiXu's picture
Model save
eae4afd verified
raw
history blame
No virus
9.07 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984,
"eval_steps": 500,
"global_step": 156,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0064,
"grad_norm": 1341.948853106591,
"learning_rate": 3.125e-09,
"logits/chosen": -3.9499800205230713,
"logits/rejected": -4.237819194793701,
"logps/chosen": -300.693115234375,
"logps/rejected": -249.96307373046875,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.064,
"grad_norm": 1338.549586928997,
"learning_rate": 3.125e-08,
"logits/chosen": -4.129465579986572,
"logits/rejected": -4.351754188537598,
"logps/chosen": -351.4585266113281,
"logps/rejected": -308.89202880859375,
"loss": 0.7278,
"rewards/accuracies": 0.375,
"rewards/chosen": -0.016052477061748505,
"rewards/margins": -0.04994054138660431,
"rewards/rejected": 0.033888060599565506,
"step": 10
},
{
"epoch": 0.128,
"grad_norm": 1285.3502810697903,
"learning_rate": 4.9899357349880975e-08,
"logits/chosen": -4.195886611938477,
"logits/rejected": -4.383217811584473,
"logps/chosen": -334.9483337402344,
"logps/rejected": -293.82867431640625,
"loss": 0.6803,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.20189008116722107,
"rewards/margins": 0.08841639757156372,
"rewards/rejected": 0.11347369104623795,
"step": 20
},
{
"epoch": 0.192,
"grad_norm": 938.2936106934807,
"learning_rate": 4.877641290737884e-08,
"logits/chosen": -4.2334418296813965,
"logits/rejected": -4.3670477867126465,
"logps/chosen": -327.77716064453125,
"logps/rejected": -295.27203369140625,
"loss": 0.5536,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.9395688772201538,
"rewards/margins": 0.4487342834472656,
"rewards/rejected": 0.49083465337753296,
"step": 30
},
{
"epoch": 0.256,
"grad_norm": 899.5533271284629,
"learning_rate": 4.646121984004665e-08,
"logits/chosen": -4.14696741104126,
"logits/rejected": -4.348996162414551,
"logps/chosen": -330.3467712402344,
"logps/rejected": -288.37066650390625,
"loss": 0.4332,
"rewards/accuracies": 0.8218749761581421,
"rewards/chosen": 1.8148998022079468,
"rewards/margins": 1.0534685850143433,
"rewards/rejected": 0.7614310383796692,
"step": 40
},
{
"epoch": 0.32,
"grad_norm": 737.601892593307,
"learning_rate": 4.3069871595684784e-08,
"logits/chosen": -4.238839149475098,
"logits/rejected": -4.417731285095215,
"logps/chosen": -329.99560546875,
"logps/rejected": -291.286865234375,
"loss": 0.3783,
"rewards/accuracies": 0.8531249761581421,
"rewards/chosen": 2.4285898208618164,
"rewards/margins": 1.3909423351287842,
"rewards/rejected": 1.0376476049423218,
"step": 50
},
{
"epoch": 0.384,
"grad_norm": 725.6613657693058,
"learning_rate": 3.8772424536302564e-08,
"logits/chosen": -4.256905555725098,
"logits/rejected": -4.42824125289917,
"logps/chosen": -321.1641845703125,
"logps/rejected": -291.2255859375,
"loss": 0.3554,
"rewards/accuracies": 0.846875011920929,
"rewards/chosen": 2.799910306930542,
"rewards/margins": 1.64876389503479,
"rewards/rejected": 1.151146411895752,
"step": 60
},
{
"epoch": 0.448,
"grad_norm": 650.256008502672,
"learning_rate": 3.378437060203357e-08,
"logits/chosen": -4.1877875328063965,
"logits/rejected": -4.377414703369141,
"logps/chosen": -320.77117919921875,
"logps/rejected": -288.512451171875,
"loss": 0.3377,
"rewards/accuracies": 0.7906249761581421,
"rewards/chosen": 3.0348763465881348,
"rewards/margins": 1.8613855838775635,
"rewards/rejected": 1.1734905242919922,
"step": 70
},
{
"epoch": 0.512,
"grad_norm": 643.4652639779088,
"learning_rate": 2.8355831645441387e-08,
"logits/chosen": -4.054490089416504,
"logits/rejected": -4.3433709144592285,
"logps/chosen": -346.53253173828125,
"logps/rejected": -307.34930419921875,
"loss": 0.3369,
"rewards/accuracies": 0.8656250238418579,
"rewards/chosen": 3.375593662261963,
"rewards/margins": 2.1429190635681152,
"rewards/rejected": 1.2326747179031372,
"step": 80
},
{
"epoch": 0.576,
"grad_norm": 658.4601656800384,
"learning_rate": 2.2759017277414164e-08,
"logits/chosen": -4.182233810424805,
"logits/rejected": -4.391860485076904,
"logps/chosen": -333.4163513183594,
"logps/rejected": -295.03515625,
"loss": 0.3301,
"rewards/accuracies": 0.859375,
"rewards/chosen": 2.9584574699401855,
"rewards/margins": 1.9474881887435913,
"rewards/rejected": 1.0109691619873047,
"step": 90
},
{
"epoch": 0.64,
"grad_norm": 716.6222925151064,
"learning_rate": 1.7274575140626317e-08,
"logits/chosen": -4.168593406677246,
"logits/rejected": -4.387479305267334,
"logps/chosen": -330.75775146484375,
"logps/rejected": -285.5531311035156,
"loss": 0.3315,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": 3.267747163772583,
"rewards/margins": 2.245748281478882,
"rewards/rejected": 1.0219987630844116,
"step": 100
},
{
"epoch": 0.704,
"grad_norm": 660.4496184068971,
"learning_rate": 1.217751806485235e-08,
"logits/chosen": -4.1479597091674805,
"logits/rejected": -4.388964653015137,
"logps/chosen": -312.3727722167969,
"logps/rejected": -276.13372802734375,
"loss": 0.3225,
"rewards/accuracies": 0.8656250238418579,
"rewards/chosen": 3.277716875076294,
"rewards/margins": 2.2097737789154053,
"rewards/rejected": 1.0679429769515991,
"step": 110
},
{
"epoch": 0.768,
"grad_norm": 637.7261383555538,
"learning_rate": 7.723433775328384e-09,
"logits/chosen": -4.145724296569824,
"logits/rejected": -4.354761123657227,
"logps/chosen": -326.25091552734375,
"logps/rejected": -280.4151916503906,
"loss": 0.3134,
"rewards/accuracies": 0.8531249761581421,
"rewards/chosen": 3.3363654613494873,
"rewards/margins": 2.202853202819824,
"rewards/rejected": 1.1335121393203735,
"step": 120
},
{
"epoch": 0.832,
"grad_norm": 768.5710075733069,
"learning_rate": 4.135668656967433e-09,
"logits/chosen": -4.2324018478393555,
"logits/rejected": -4.393607139587402,
"logps/chosen": -331.71051025390625,
"logps/rejected": -286.67938232421875,
"loss": 0.3203,
"rewards/accuracies": 0.875,
"rewards/chosen": 3.384364604949951,
"rewards/margins": 2.2786831855773926,
"rewards/rejected": 1.1056816577911377,
"step": 130
},
{
"epoch": 0.896,
"grad_norm": 742.2155895768275,
"learning_rate": 1.5941282340065698e-09,
"logits/chosen": -4.18549919128418,
"logits/rejected": -4.4001359939575195,
"logps/chosen": -333.18035888671875,
"logps/rejected": -303.45220947265625,
"loss": 0.3282,
"rewards/accuracies": 0.84375,
"rewards/chosen": 3.2540221214294434,
"rewards/margins": 2.2057249546051025,
"rewards/rejected": 1.048297643661499,
"step": 140
},
{
"epoch": 0.96,
"grad_norm": 668.7483012920786,
"learning_rate": 2.262559558016325e-10,
"logits/chosen": -4.1221604347229,
"logits/rejected": -4.351316452026367,
"logps/chosen": -339.6897888183594,
"logps/rejected": -295.03692626953125,
"loss": 0.3208,
"rewards/accuracies": 0.859375,
"rewards/chosen": 3.4081547260284424,
"rewards/margins": 2.2413132190704346,
"rewards/rejected": 1.1668416261672974,
"step": 150
},
{
"epoch": 0.9984,
"step": 156,
"total_flos": 0.0,
"train_loss": 0.4014626894241724,
"train_runtime": 5052.0322,
"train_samples_per_second": 7.906,
"train_steps_per_second": 0.031
}
],
"logging_steps": 10,
"max_steps": 156,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}