chancharikm's picture
Training in progress, step 20, checkpoint
0a19c5c verified
Raw
History Blame Contribute Delete
11.1 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.5714285714285714,
"eval_steps": 500,
"global_step": 20,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.08163265306122448,
"grad_norm": 1.025234580039978,
"learning_rate": 0.0,
"logits/chosen": -2.375152349472046,
"logits/rejected": -2.394904375076294,
"logps/chosen": -84.37759399414062,
"logps/rejected": -96.84375,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.16326530612244897,
"grad_norm": 1.1001588106155396,
"learning_rate": 2.5e-06,
"logits/chosen": -2.3984360694885254,
"logits/rejected": -2.4267055988311768,
"logps/chosen": -89.42276000976562,
"logps/rejected": -96.12063598632812,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 2
},
{
"epoch": 0.24489795918367346,
"grad_norm": 1.0922303199768066,
"learning_rate": 5e-06,
"logits/chosen": -2.426487922668457,
"logits/rejected": -2.437016487121582,
"logps/chosen": -90.65304565429688,
"logps/rejected": -98.02507019042969,
"loss": 0.6942,
"rewards/accuracies": 0.48681640625,
"rewards/chosen": -0.004277409985661507,
"rewards/margins": -0.0012883469462394714,
"rewards/rejected": -0.0029890630394220352,
"step": 3
},
{
"epoch": 0.32653061224489793,
"grad_norm": 1.0690197944641113,
"learning_rate": 7.500000000000001e-06,
"logits/chosen": -2.4016366004943848,
"logits/rejected": -2.404703378677368,
"logps/chosen": -88.64875793457031,
"logps/rejected": -100.15958404541016,
"loss": 0.6925,
"rewards/accuracies": 0.48828125,
"rewards/chosen": 0.0017670390661805868,
"rewards/margins": 0.0021676155738532543,
"rewards/rejected": -0.0004005763039458543,
"step": 4
},
{
"epoch": 0.40816326530612246,
"grad_norm": 1.0020982027053833,
"learning_rate": 1e-05,
"logits/chosen": -2.405047655105591,
"logits/rejected": -2.4170143604278564,
"logps/chosen": -86.40444946289062,
"logps/rejected": -99.32535552978516,
"loss": 0.692,
"rewards/accuracies": 0.52099609375,
"rewards/chosen": 0.002238229615613818,
"rewards/margins": 0.003263898193836212,
"rewards/rejected": -0.001025668578222394,
"step": 5
},
{
"epoch": 0.4897959183673469,
"grad_norm": 0.9774695038795471,
"learning_rate": 9.979871469976197e-06,
"logits/chosen": -2.387697696685791,
"logits/rejected": -2.40444278717041,
"logps/chosen": -88.27230072021484,
"logps/rejected": -96.35655212402344,
"loss": 0.6868,
"rewards/accuracies": 0.56005859375,
"rewards/chosen": 0.026464153081178665,
"rewards/margins": 0.013977548107504845,
"rewards/rejected": 0.01248660497367382,
"step": 6
},
{
"epoch": 0.5714285714285714,
"grad_norm": 0.9563448429107666,
"learning_rate": 9.91964794299315e-06,
"logits/chosen": -2.3706889152526855,
"logits/rejected": -2.395195722579956,
"logps/chosen": -85.99250793457031,
"logps/rejected": -96.60533905029297,
"loss": 0.6829,
"rewards/accuracies": 0.59912109375,
"rewards/chosen": 0.03764727711677551,
"rewards/margins": 0.02200627699494362,
"rewards/rejected": 0.015641000121831894,
"step": 7
},
{
"epoch": 0.6530612244897959,
"grad_norm": 1.0272670984268188,
"learning_rate": 9.819814303479268e-06,
"logits/chosen": -2.3650197982788086,
"logits/rejected": -2.365727424621582,
"logps/chosen": -89.17411804199219,
"logps/rejected": -104.6484146118164,
"loss": 0.6763,
"rewards/accuracies": 0.65966796875,
"rewards/chosen": 0.053641848266124725,
"rewards/margins": 0.03600878268480301,
"rewards/rejected": 0.017633063718676567,
"step": 8
},
{
"epoch": 0.7346938775510204,
"grad_norm": 0.9614192247390747,
"learning_rate": 9.681174353198687e-06,
"logits/chosen": -2.3682937622070312,
"logits/rejected": -2.3996546268463135,
"logps/chosen": -84.27474975585938,
"logps/rejected": -93.97203063964844,
"loss": 0.6699,
"rewards/accuracies": 0.6728515625,
"rewards/chosen": 0.07653943449258804,
"rewards/margins": 0.05041676014661789,
"rewards/rejected": 0.026122674345970154,
"step": 9
},
{
"epoch": 0.8163265306122449,
"grad_norm": 0.9354036450386047,
"learning_rate": 9.504844339512096e-06,
"logits/chosen": -2.3933653831481934,
"logits/rejected": -2.3978521823883057,
"logps/chosen": -84.89434051513672,
"logps/rejected": -97.98092651367188,
"loss": 0.6657,
"rewards/accuracies": 0.68896484375,
"rewards/chosen": 0.10172732174396515,
"rewards/margins": 0.060384318232536316,
"rewards/rejected": 0.04134300351142883,
"step": 10
},
{
"epoch": 0.8979591836734694,
"grad_norm": 0.9544646143913269,
"learning_rate": 9.292243968009332e-06,
"logits/chosen": -2.388801336288452,
"logits/rejected": -2.4009108543395996,
"logps/chosen": -87.04521179199219,
"logps/rejected": -99.57186889648438,
"loss": 0.6578,
"rewards/accuracies": 0.71240234375,
"rewards/chosen": 0.12685298919677734,
"rewards/margins": 0.07852301746606827,
"rewards/rejected": 0.048329971730709076,
"step": 11
},
{
"epoch": 0.9795918367346939,
"grad_norm": 0.945184051990509,
"learning_rate": 9.045084971874738e-06,
"logits/chosen": -2.4180715084075928,
"logits/rejected": -2.4203011989593506,
"logps/chosen": -87.21138763427734,
"logps/rejected": -101.43778991699219,
"loss": 0.648,
"rewards/accuracies": 0.7294921875,
"rewards/chosen": 0.15163584053516388,
"rewards/margins": 0.10153679549694061,
"rewards/rejected": 0.05009904503822327,
"step": 12
},
{
"epoch": 1.0,
"grad_norm": 0.9313170909881592,
"learning_rate": 8.765357330018056e-06,
"logits/chosen": -2.4016616344451904,
"logits/rejected": -2.461811065673828,
"logps/chosen": -91.43336486816406,
"logps/rejected": -93.41850280761719,
"loss": 0.6428,
"rewards/accuracies": 0.71875,
"rewards/chosen": 0.1737888753414154,
"rewards/margins": 0.11637693643569946,
"rewards/rejected": 0.05741193890571594,
"step": 13
},
{
"epoch": 1.0816326530612246,
"grad_norm": 0.879965603351593,
"learning_rate": 8.455313244934324e-06,
"logits/chosen": -2.3858630657196045,
"logits/rejected": -2.3951520919799805,
"logps/chosen": -84.2239761352539,
"logps/rejected": -97.90269470214844,
"loss": 0.6378,
"rewards/accuracies": 0.7109375,
"rewards/chosen": 0.19609522819519043,
"rewards/margins": 0.13054177165031433,
"rewards/rejected": 0.0655534565448761,
"step": 14
},
{
"epoch": 1.163265306122449,
"grad_norm": 0.8709496855735779,
"learning_rate": 8.117449009293668e-06,
"logits/chosen": -2.3995306491851807,
"logits/rejected": -2.4127840995788574,
"logps/chosen": -85.27073669433594,
"logps/rejected": -98.00736236572266,
"loss": 0.6306,
"rewards/accuracies": 0.7041015625,
"rewards/chosen": 0.21614021062850952,
"rewards/margins": 0.15087103843688965,
"rewards/rejected": 0.06526917964220047,
"step": 15
},
{
"epoch": 1.2448979591836735,
"grad_norm": 0.9011364579200745,
"learning_rate": 7.754484907260513e-06,
"logits/chosen": -2.3790643215179443,
"logits/rejected": -2.3908865451812744,
"logps/chosen": -93.4906234741211,
"logps/rejected": -104.75448608398438,
"loss": 0.6132,
"rewards/accuracies": 0.7509765625,
"rewards/chosen": 0.2497057020664215,
"rewards/margins": 0.19358570873737335,
"rewards/rejected": 0.05611998587846756,
"step": 16
},
{
"epoch": 1.3265306122448979,
"grad_norm": 0.8256746530532837,
"learning_rate": 7.369343312364994e-06,
"logits/chosen": -2.4009318351745605,
"logits/rejected": -2.4279661178588867,
"logps/chosen": -86.41546630859375,
"logps/rejected": -96.96250915527344,
"loss": 0.6066,
"rewards/accuracies": 0.75,
"rewards/chosen": 0.27642762660980225,
"rewards/margins": 0.2144363969564438,
"rewards/rejected": 0.06199120730161667,
"step": 17
},
{
"epoch": 1.4081632653061225,
"grad_norm": 0.8295791745185852,
"learning_rate": 6.965125158269619e-06,
"logits/chosen": -2.3977432250976562,
"logits/rejected": -2.4250879287719727,
"logps/chosen": -84.85093688964844,
"logps/rejected": -95.09344482421875,
"loss": 0.6024,
"rewards/accuracies": 0.76025390625,
"rewards/chosen": 0.27905529737472534,
"rewards/margins": 0.2258065789937973,
"rewards/rejected": 0.05324871465563774,
"step": 18
},
{
"epoch": 1.489795918367347,
"grad_norm": 0.7997666001319885,
"learning_rate": 6.545084971874738e-06,
"logits/chosen": -2.403979778289795,
"logits/rejected": -2.417026996612549,
"logps/chosen": -87.35746002197266,
"logps/rejected": -98.11820220947266,
"loss": 0.5982,
"rewards/accuracies": 0.74658203125,
"rewards/chosen": 0.2821013629436493,
"rewards/margins": 0.24028602242469788,
"rewards/rejected": 0.04181533679366112,
"step": 19
},
{
"epoch": 1.5714285714285714,
"grad_norm": 0.8002594113349915,
"learning_rate": 6.112604669781572e-06,
"logits/chosen": -2.4007248878479004,
"logits/rejected": -2.4198200702667236,
"logps/chosen": -84.9500503540039,
"logps/rejected": -97.81690979003906,
"loss": 0.595,
"rewards/accuracies": 0.76416015625,
"rewards/chosen": 0.27880722284317017,
"rewards/margins": 0.24656042456626892,
"rewards/rejected": 0.03224681317806244,
"step": 20
}
],
"logging_steps": 1,
"max_steps": 39,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 20,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 3.832705609518547e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}