hZzy's picture
Model save
93e6ca2 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.997638167217761,
"eval_steps": 50,
"global_step": 176,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"dpo_loss": 0.6931471824645996,
"epoch": 0.005668398677373642,
"grad_norm": 1341367.1350394282,
"learning_rate": 2.7777777777777776e-07,
"logits": -1.3147305250167847,
"logps": -88.0877456665039,
"loss": 0.6931,
"objective": 0.6931471824645996,
"ranking_idealized": 0.5208333134651184,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5208333134651184,
"regularize": 0.6931471824645996,
"step": 1
},
{
"dpo_loss": 1280.619140625,
"epoch": 0.02834199338686821,
"grad_norm": 2623988.3634039685,
"learning_rate": 1.3888888888888892e-06,
"logits": -1.3680986166000366,
"logps": -84.14160919189453,
"loss": 1112.7681,
"objective": 1280.619140625,
"ranking_idealized": 0.546875,
"ranking_idealized_expo": 0.546875,
"ranking_simple": 0.5520833134651184,
"regularize": 1280.619140625,
"step": 5
},
{
"dpo_loss": 2070.714599609375,
"epoch": 0.05668398677373642,
"grad_norm": 2330391.207726475,
"learning_rate": 2.7777777777777783e-06,
"logits": -1.45966374874115,
"logps": -83.2505111694336,
"loss": 2407.7941,
"objective": 2070.714599609375,
"ranking_idealized": 0.5083333253860474,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5166666507720947,
"regularize": 2070.714599609375,
"step": 10
},
{
"dpo_loss": 5679.9853515625,
"epoch": 0.08502598016060463,
"grad_norm": 1644564.4852830889,
"learning_rate": 4.166666666666667e-06,
"logits": -1.4328060150146484,
"logps": -82.17012023925781,
"loss": 4264.0652,
"objective": 5679.9853515625,
"ranking_idealized": 0.5041666626930237,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5166666507720947,
"regularize": 5679.9853515625,
"step": 15
},
{
"dpo_loss": 7525.20068359375,
"epoch": 0.11336797354747284,
"grad_norm": 1515613.7017780922,
"learning_rate": 4.998023493068255e-06,
"logits": -1.4038361310958862,
"logps": -82.86460876464844,
"loss": 6967.5602,
"objective": 7525.20068359375,
"ranking_idealized": 0.5375000238418579,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5583333373069763,
"regularize": 7525.20068359375,
"step": 20
},
{
"dpo_loss": 8746.1123046875,
"epoch": 0.14170996693434104,
"grad_norm": 1687436.4259306653,
"learning_rate": 4.975823666181256e-06,
"logits": -1.371711254119873,
"logps": -82.0951156616211,
"loss": 9527.1836,
"objective": 8746.1123046875,
"ranking_idealized": 0.4958333373069763,
"ranking_idealized_expo": 0.4958333373069763,
"ranking_simple": 0.512499988079071,
"regularize": 8746.1123046875,
"step": 25
},
{
"dpo_loss": 11099.513671875,
"epoch": 0.17005196032120926,
"grad_norm": 1294226.520732075,
"learning_rate": 4.929173350101025e-06,
"logits": -1.3348666429519653,
"logps": -81.38406372070312,
"loss": 10099.4609,
"objective": 11099.513671875,
"ranking_idealized": 0.5416666865348816,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5458333492279053,
"regularize": 11099.513671875,
"step": 30
},
{
"dpo_loss": 12696.7705078125,
"epoch": 0.19839395370807747,
"grad_norm": 1391829.2894247118,
"learning_rate": 4.858533249305337e-06,
"logits": -1.411891222000122,
"logps": -77.1667251586914,
"loss": 9874.5609,
"objective": 12696.7705078125,
"ranking_idealized": 0.5041666626930237,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5375000238418579,
"regularize": 12696.7705078125,
"step": 35
},
{
"dpo_loss": 8431.9521484375,
"epoch": 0.22673594709494568,
"grad_norm": 1186854.0601841968,
"learning_rate": 4.764600984163809e-06,
"logits": -1.3430523872375488,
"logps": -77.41344451904297,
"loss": 10212.3687,
"objective": 8431.9521484375,
"ranking_idealized": 0.5208333134651184,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5874999761581421,
"regularize": 8431.9521484375,
"step": 40
},
{
"dpo_loss": 11319.8056640625,
"epoch": 0.25507794048181387,
"grad_norm": 1072714.7178744846,
"learning_rate": 4.648304201449153e-06,
"logits": -1.3935389518737793,
"logps": -79.65689086914062,
"loss": 10434.6648,
"objective": 11319.8056640625,
"ranking_idealized": 0.5375000238418579,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.574999988079071,
"regularize": 11319.8056640625,
"step": 45
},
{
"dpo_loss": 9569.685546875,
"epoch": 0.2834199338686821,
"grad_norm": 950921.657886262,
"learning_rate": 4.510791413176912e-06,
"logits": -1.3682667016983032,
"logps": -77.96815490722656,
"loss": 10470.1625,
"objective": 9569.685546875,
"ranking_idealized": 0.42500001192092896,
"ranking_idealized_expo": 0.42500001192092896,
"ranking_simple": 0.5,
"regularize": 9569.685546875,
"step": 50
},
{
"epoch": 0.2834199338686821,
"eval_dpo_loss": 11815.3388671875,
"eval_logits": -1.4585951566696167,
"eval_logps": -84.9886474609375,
"eval_loss": 11322.9775390625,
"eval_objective": 11815.3388671875,
"eval_ranking_idealized": 0.5092975497245789,
"eval_ranking_idealized_expo": 0.5092975497245789,
"eval_ranking_simple": 0.5165289044380188,
"eval_regularize": 11815.3388671875,
"eval_runtime": 1211.6497,
"eval_samples_per_second": 4.779,
"eval_steps_per_second": 0.2,
"step": 50
},
{
"dpo_loss": 12371.0048828125,
"epoch": 0.3117619272555503,
"grad_norm": 1109923.0216191527,
"learning_rate": 4.353420654246546e-06,
"logits": -1.4771044254302979,
"logps": -79.130126953125,
"loss": 11113.0828,
"objective": 12371.0048828125,
"ranking_idealized": 0.5416666865348816,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.5541666746139526,
"regularize": 12371.0048828125,
"step": 55
},
{
"dpo_loss": 8734.4072265625,
"epoch": 0.3401039206424185,
"grad_norm": 1211359.9780672283,
"learning_rate": 4.177746070897593e-06,
"logits": -1.4155789613723755,
"logps": -77.57923126220703,
"loss": 11080.9961,
"objective": 8734.4072265625,
"ranking_idealized": 0.512499988079071,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.5708333253860474,
"regularize": 8734.4072265625,
"step": 60
},
{
"dpo_loss": 9739.5908203125,
"epoch": 0.3684459140292867,
"grad_norm": 1057255.008796819,
"learning_rate": 3.985502572429277e-06,
"logits": -1.3343302011489868,
"logps": -77.00284576416016,
"loss": 11711.2734,
"objective": 9739.5908203125,
"ranking_idealized": 0.5083333253860474,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5541666746139526,
"regularize": 9739.5908203125,
"step": 65
},
{
"dpo_loss": 9313.849609375,
"epoch": 0.39678790741615494,
"grad_norm": 1088725.4948180364,
"learning_rate": 3.7785886977585562e-06,
"logits": -1.3323314189910889,
"logps": -76.60472106933594,
"loss": 11694.0484,
"objective": 9313.849609375,
"ranking_idealized": 0.5166666507720947,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5416666865348816,
"regularize": 9313.849609375,
"step": 70
},
{
"dpo_loss": 10158.4462890625,
"epoch": 0.42512990080302315,
"grad_norm": 999614.3040187941,
"learning_rate": 3.5590478660213214e-06,
"logits": -1.2671582698822021,
"logps": -77.10884094238281,
"loss": 11305.65,
"objective": 10158.4462890625,
"ranking_idealized": 0.5458333492279053,
"ranking_idealized_expo": 0.5458333492279053,
"ranking_simple": 0.5916666388511658,
"regularize": 10158.4462890625,
"step": 75
},
{
"dpo_loss": 13367.1591796875,
"epoch": 0.45347189418989137,
"grad_norm": 1036547.2837553191,
"learning_rate": 3.32904819638017e-06,
"logits": -1.2884188890457153,
"logps": -76.65129852294922,
"loss": 11108.9961,
"objective": 13367.1591796875,
"ranking_idealized": 0.5166666507720947,
"ranking_idealized_expo": 0.5166666507720947,
"ranking_simple": 0.5583333373069763,
"regularize": 13367.1591796875,
"step": 80
},
{
"dpo_loss": 9063.92578125,
"epoch": 0.4818138875767596,
"grad_norm": 878439.4100295339,
"learning_rate": 3.090861096332263e-06,
"logits": -1.2684974670410156,
"logps": -75.37580108642578,
"loss": 9492.8891,
"objective": 9063.92578125,
"ranking_idealized": 0.5249999761581421,
"ranking_idealized_expo": 0.5249999761581421,
"ranking_simple": 0.5916666388511658,
"regularize": 9063.92578125,
"step": 85
},
{
"dpo_loss": 12140.421875,
"epoch": 0.5101558809636277,
"grad_norm": 839896.1614839052,
"learning_rate": 2.8468388299726714e-06,
"logits": -1.1826907396316528,
"logps": -77.36532592773438,
"loss": 8699.0336,
"objective": 12140.421875,
"ranking_idealized": 0.4791666567325592,
"ranking_idealized_expo": 0.4791666567325592,
"ranking_simple": 0.5166666507720947,
"regularize": 12140.421875,
"step": 90
},
{
"dpo_loss": 7882.3046875,
"epoch": 0.538497874350496,
"grad_norm": 1169515.5696928622,
"learning_rate": 2.599391287742315e-06,
"logits": -1.2656235694885254,
"logps": -76.93645477294922,
"loss": 8873.2109,
"objective": 7882.3046875,
"ranking_idealized": 0.5416666865348816,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.6166666746139526,
"regularize": 7882.3046875,
"step": 95
},
{
"dpo_loss": 7251.060546875,
"epoch": 0.5668398677373642,
"grad_norm": 1006084.9040205956,
"learning_rate": 2.3509621870754505e-06,
"logits": -1.342369794845581,
"logps": -78.5166244506836,
"loss": 8558.2836,
"objective": 7251.060546875,
"ranking_idealized": 0.5416666865348816,
"ranking_idealized_expo": 0.5416666865348816,
"ranking_simple": 0.6041666865348816,
"regularize": 7251.060546875,
"step": 100
},
{
"epoch": 0.5668398677373642,
"eval_dpo_loss": 13248.5166015625,
"eval_logits": -1.3720418214797974,
"eval_logps": -82.3385238647461,
"eval_loss": 12877.275390625,
"eval_objective": 13248.5166015625,
"eval_ranking_idealized": 0.5092975497245789,
"eval_ranking_idealized_expo": 0.5092975497245789,
"eval_ranking_simple": 0.5175619721412659,
"eval_regularize": 13248.5166015625,
"eval_runtime": 258.8572,
"eval_samples_per_second": 22.368,
"eval_steps_per_second": 0.935,
"step": 100
},
{
"dpo_loss": 9016.806640625,
"epoch": 0.5951818611242324,
"grad_norm": 861666.5853674684,
"learning_rate": 2.1040049389819628e-06,
"logits": -1.238232970237732,
"logps": -78.26189422607422,
"loss": 8298.018,
"objective": 9016.806640625,
"ranking_idealized": 0.5333333611488342,
"ranking_idealized_expo": 0.5333333611488342,
"ranking_simple": 0.612500011920929,
"regularize": 9016.806640625,
"step": 105
},
{
"dpo_loss": 7970.41748046875,
"epoch": 0.6235238545111006,
"grad_norm": 865124.6869036607,
"learning_rate": 1.8609584188988135e-06,
"logits": -1.330941081047058,
"logps": -76.76597595214844,
"loss": 7414.1281,
"objective": 7970.41748046875,
"ranking_idealized": 0.44999998807907104,
"ranking_idealized_expo": 0.44999998807907104,
"ranking_simple": 0.5416666865348816,
"regularize": 7970.41748046875,
"step": 110
},
{
"dpo_loss": 9534.12890625,
"epoch": 0.6518658478979689,
"grad_norm": 840576.3563797984,
"learning_rate": 1.6242228810904393e-06,
"logits": -1.3068194389343262,
"logps": -76.78305053710938,
"loss": 8769.2398,
"objective": 9534.12890625,
"ranking_idealized": 0.4833333194255829,
"ranking_idealized_expo": 0.4833333194255829,
"ranking_simple": 0.5458333492279053,
"regularize": 9534.12890625,
"step": 115
},
{
"dpo_loss": 8552.21484375,
"epoch": 0.680207841284837,
"grad_norm": 794346.4700274817,
"learning_rate": 1.3961362544602215e-06,
"logits": -1.2461904287338257,
"logps": -77.25305938720703,
"loss": 7377.8172,
"objective": 8552.21484375,
"ranking_idealized": 0.5333333611488342,
"ranking_idealized_expo": 0.5333333611488342,
"ranking_simple": 0.5874999761581421,
"regularize": 8552.21484375,
"step": 120
},
{
"dpo_loss": 9080.310546875,
"epoch": 0.7085498346717053,
"grad_norm": 866794.9526252571,
"learning_rate": 1.1789510538684524e-06,
"logits": -1.2470247745513916,
"logps": -75.66565704345703,
"loss": 7754.6125,
"objective": 9080.310546875,
"ranking_idealized": 0.550000011920929,
"ranking_idealized_expo": 0.550000011920929,
"ranking_simple": 0.6000000238418579,
"regularize": 9080.310546875,
"step": 125
},
{
"dpo_loss": 7816.40869140625,
"epoch": 0.7368918280585735,
"grad_norm": 914484.5347620883,
"learning_rate": 9.74812134973689e-07,
"logits": -1.362328290939331,
"logps": -74.44100952148438,
"loss": 7071.1984,
"objective": 7816.40869140625,
"ranking_idealized": 0.44999998807907104,
"ranking_idealized_expo": 0.44999998807907104,
"ranking_simple": 0.5041666626930237,
"regularize": 7816.40869140625,
"step": 130
},
{
"dpo_loss": 6297.37939453125,
"epoch": 0.7652338214454416,
"grad_norm": 908053.7687284376,
"learning_rate": 7.857355122839674e-07,
"logits": -1.3475323915481567,
"logps": -76.51807403564453,
"loss": 7334.7656,
"objective": 6297.37939453125,
"ranking_idealized": 0.5291666388511658,
"ranking_idealized_expo": 0.5291666388511658,
"ranking_simple": 0.5833333134651184,
"regularize": 6297.37939453125,
"step": 135
},
{
"dpo_loss": 5713.158203125,
"epoch": 0.7935758148323099,
"grad_norm": 765346.0794896972,
"learning_rate": 6.135884496044245e-07,
"logits": -1.2585749626159668,
"logps": -75.7166519165039,
"loss": 6126.0992,
"objective": 5713.158203125,
"ranking_idealized": 0.5041666626930237,
"ranking_idealized_expo": 0.5041666626930237,
"ranking_simple": 0.5708333253860474,
"regularize": 5713.158203125,
"step": 140
},
{
"dpo_loss": 6023.36669921875,
"epoch": 0.821917808219178,
"grad_norm": 864232.6098968883,
"learning_rate": 4.6007101950209827e-07,
"logits": -1.311624526977539,
"logps": -75.54283905029297,
"loss": 6440.6867,
"objective": 6023.36669921875,
"ranking_idealized": 0.4833333194255829,
"ranking_idealized_expo": 0.4833333194255829,
"ranking_simple": 0.5333333611488342,
"regularize": 6023.36669921875,
"step": 145
},
{
"dpo_loss": 9931.4228515625,
"epoch": 0.8502598016060463,
"grad_norm": 789706.2833060493,
"learning_rate": 3.266993139010438e-07,
"logits": -1.3248921632766724,
"logps": -73.5119857788086,
"loss": 7521.95,
"objective": 9931.4228515625,
"ranking_idealized": 0.5375000238418579,
"ranking_idealized_expo": 0.5375000238418579,
"ranking_simple": 0.5833333134651184,
"regularize": 9931.4228515625,
"step": 150
},
{
"epoch": 0.8502598016060463,
"eval_dpo_loss": 12926.72265625,
"eval_logits": -1.3555928468704224,
"eval_logps": -80.5750961303711,
"eval_loss": 12664.20703125,
"eval_objective": 12926.72265625,
"eval_ranking_idealized": 0.5092975497245789,
"eval_ranking_idealized_expo": 0.5092975497245789,
"eval_ranking_simple": 0.5227272510528564,
"eval_regularize": 12926.72265625,
"eval_runtime": 258.9258,
"eval_samples_per_second": 22.362,
"eval_steps_per_second": 0.935,
"step": 150
},
{
"dpo_loss": 5853.70361328125,
"epoch": 0.8786017949929145,
"grad_norm": 805936.4979433398,
"learning_rate": 2.1479047161491351e-07,
"logits": -1.3135905265808105,
"logps": -73.38835144042969,
"loss": 5683.3855,
"objective": 5853.70361328125,
"ranking_idealized": 0.512499988079071,
"ranking_idealized_expo": 0.512499988079071,
"ranking_simple": 0.612500011920929,
"regularize": 5853.70361328125,
"step": 155
},
{
"dpo_loss": 6223.60693359375,
"epoch": 0.9069437883797827,
"grad_norm": 771613.5624330686,
"learning_rate": 1.2544967068054332e-07,
"logits": -1.2275891304016113,
"logps": -74.46540069580078,
"loss": 6799.2719,
"objective": 6223.60693359375,
"ranking_idealized": 0.4958333373069763,
"ranking_idealized_expo": 0.4958333373069763,
"ranking_simple": 0.574999988079071,
"regularize": 6223.60693359375,
"step": 160
},
{
"dpo_loss": 4967.171875,
"epoch": 0.9352857817666509,
"grad_norm": 1004063.6300908878,
"learning_rate": 5.955921395237318e-08,
"logits": -1.2412575483322144,
"logps": -75.6294174194336,
"loss": 6197.7492,
"objective": 4967.171875,
"ranking_idealized": 0.5208333134651184,
"ranking_idealized_expo": 0.5208333134651184,
"ranking_simple": 0.5958333611488342,
"regularize": 4967.171875,
"step": 165
},
{
"dpo_loss": 7402.99267578125,
"epoch": 0.9636277751535192,
"grad_norm": 778643.4373397075,
"learning_rate": 1.7769815745066476e-08,
"logits": -1.2604658603668213,
"logps": -75.88407135009766,
"loss": 6623.1367,
"objective": 7402.99267578125,
"ranking_idealized": 0.5083333253860474,
"ranking_idealized_expo": 0.5083333253860474,
"ranking_simple": 0.5666666626930237,
"regularize": 7402.99267578125,
"step": 170
},
{
"dpo_loss": 5726.1806640625,
"epoch": 0.9919697685403873,
"grad_norm": 762884.4185589707,
"learning_rate": 4.941755748361088e-10,
"logits": -1.2217018604278564,
"logps": -76.01050567626953,
"loss": 5562.8855,
"objective": 5726.1806640625,
"ranking_idealized": 0.574999988079071,
"ranking_idealized_expo": 0.574999988079071,
"ranking_simple": 0.6333333253860474,
"regularize": 5726.1806640625,
"step": 175
},
{
"epoch": 0.997638167217761,
"step": 176,
"total_flos": 0.0,
"train_loss": 8072.862625997175,
"train_runtime": 10876.2953,
"train_samples_per_second": 4.671,
"train_steps_per_second": 0.016
}
],
"logging_steps": 5,
"max_steps": 176,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}