zephyr-7b-dpo-full / trainer_state.json
FrankWu96's picture
Model save
16ecc2a verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 478,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0020920502092050207,
"grad_norm": 9.170599089942366,
"learning_rate": 1.0416666666666666e-08,
"logits/chosen": -2.7655434608459473,
"logits/rejected": -2.7158141136169434,
"logps/chosen": -269.8756103515625,
"logps/rejected": -360.62164306640625,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.02092050209205021,
"grad_norm": 9.150565723604885,
"learning_rate": 1.0416666666666667e-07,
"logits/chosen": -2.5923984050750732,
"logits/rejected": -2.562947988510132,
"logps/chosen": -264.8230895996094,
"logps/rejected": -251.5508575439453,
"loss": 0.6931,
"rewards/accuracies": 0.3888888955116272,
"rewards/chosen": -0.0003005376784130931,
"rewards/margins": -0.00048651432734914124,
"rewards/rejected": 0.0001859766198322177,
"step": 10
},
{
"epoch": 0.04184100418410042,
"grad_norm": 8.401794731870115,
"learning_rate": 2.0833333333333333e-07,
"logits/chosen": -2.6533799171447754,
"logits/rejected": -2.6054489612579346,
"logps/chosen": -281.46368408203125,
"logps/rejected": -296.8436584472656,
"loss": 0.6924,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": 0.0004009083495475352,
"rewards/margins": 0.000830893695820123,
"rewards/rejected": -0.00042998549179174006,
"step": 20
},
{
"epoch": 0.06276150627615062,
"grad_norm": 8.275952755978503,
"learning_rate": 3.1249999999999997e-07,
"logits/chosen": -2.6644034385681152,
"logits/rejected": -2.591947078704834,
"logps/chosen": -299.4920959472656,
"logps/rejected": -263.7144470214844,
"loss": 0.6885,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.011641914024949074,
"rewards/margins": 0.009539209306240082,
"rewards/rejected": 0.0021027035545557737,
"step": 30
},
{
"epoch": 0.08368200836820083,
"grad_norm": 8.165628930324349,
"learning_rate": 4.1666666666666667e-07,
"logits/chosen": -2.557978391647339,
"logits/rejected": -2.5226192474365234,
"logps/chosen": -263.15728759765625,
"logps/rejected": -245.1326141357422,
"loss": 0.6776,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": 0.03938329964876175,
"rewards/margins": 0.04691743105649948,
"rewards/rejected": -0.00753413001075387,
"step": 40
},
{
"epoch": 0.10460251046025104,
"grad_norm": 8.408127463371278,
"learning_rate": 4.999733114418725e-07,
"logits/chosen": -2.499746084213257,
"logits/rejected": -2.4598052501678467,
"logps/chosen": -279.6321716308594,
"logps/rejected": -297.48968505859375,
"loss": 0.6615,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.0010753454407677054,
"rewards/margins": 0.04832205921411514,
"rewards/rejected": -0.04724670574069023,
"step": 50
},
{
"epoch": 0.12552301255230125,
"grad_norm": 11.367364527138742,
"learning_rate": 4.990398100856366e-07,
"logits/chosen": -2.5166015625,
"logits/rejected": -2.4452641010284424,
"logps/chosen": -273.73309326171875,
"logps/rejected": -312.8514709472656,
"loss": 0.639,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": -0.02069356106221676,
"rewards/margins": 0.1263645738363266,
"rewards/rejected": -0.1470581293106079,
"step": 60
},
{
"epoch": 0.14644351464435146,
"grad_norm": 10.797907272646912,
"learning_rate": 4.967775735898179e-07,
"logits/chosen": -2.369143009185791,
"logits/rejected": -2.366969585418701,
"logps/chosen": -270.88665771484375,
"logps/rejected": -283.3267517089844,
"loss": 0.6162,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -0.05217716097831726,
"rewards/margins": 0.21364183723926544,
"rewards/rejected": -0.2658190131187439,
"step": 70
},
{
"epoch": 0.16736401673640167,
"grad_norm": 20.445807364960142,
"learning_rate": 4.931986719649298e-07,
"logits/chosen": -2.560523509979248,
"logits/rejected": -2.4790120124816895,
"logps/chosen": -336.60650634765625,
"logps/rejected": -304.67822265625,
"loss": 0.6025,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.13829118013381958,
"rewards/margins": 0.26742225885391235,
"rewards/rejected": -0.4057134687900543,
"step": 80
},
{
"epoch": 0.18828451882845187,
"grad_norm": 16.762310140078398,
"learning_rate": 4.883222001996351e-07,
"logits/chosen": -2.073870897293091,
"logits/rejected": -2.0239508152008057,
"logps/chosen": -294.5444641113281,
"logps/rejected": -334.00042724609375,
"loss": 0.5699,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -0.3539494276046753,
"rewards/margins": 0.46201545000076294,
"rewards/rejected": -0.8159648180007935,
"step": 90
},
{
"epoch": 0.20920502092050208,
"grad_norm": 18.455144867656706,
"learning_rate": 4.821741763807186e-07,
"logits/chosen": -1.0050065517425537,
"logits/rejected": -0.8190995454788208,
"logps/chosen": -317.0809631347656,
"logps/rejected": -373.81805419921875,
"loss": 0.5655,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -0.5671249628067017,
"rewards/margins": 0.6001720428466797,
"rewards/rejected": -1.1672970056533813,
"step": 100
},
{
"epoch": 0.20920502092050208,
"eval_logits/chosen": -0.6500550508499146,
"eval_logits/rejected": -0.4365238547325134,
"eval_logps/chosen": -334.2371520996094,
"eval_logps/rejected": -392.31927490234375,
"eval_loss": 0.5745880603790283,
"eval_rewards/accuracies": 0.70703125,
"eval_rewards/chosen": -0.7160719633102417,
"eval_rewards/margins": 0.5804991126060486,
"eval_rewards/rejected": -1.2965710163116455,
"eval_runtime": 110.283,
"eval_samples_per_second": 18.135,
"eval_steps_per_second": 0.29,
"step": 100
},
{
"epoch": 0.2301255230125523,
"grad_norm": 17.43281841430265,
"learning_rate": 4.747874028753375e-07,
"logits/chosen": -0.7553631067276001,
"logits/rejected": -0.2396622896194458,
"logps/chosen": -366.02532958984375,
"logps/rejected": -376.58050537109375,
"loss": 0.568,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -0.61496901512146,
"rewards/margins": 0.5723368525505066,
"rewards/rejected": -1.1873060464859009,
"step": 110
},
{
"epoch": 0.2510460251046025,
"grad_norm": 19.437266977582095,
"learning_rate": 4.662012913161997e-07,
"logits/chosen": -0.5649857521057129,
"logits/rejected": -0.25259464979171753,
"logps/chosen": -341.97308349609375,
"logps/rejected": -376.1507568359375,
"loss": 0.5592,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -0.6079371571540833,
"rewards/margins": 0.5546227693557739,
"rewards/rejected": -1.162559986114502,
"step": 120
},
{
"epoch": 0.2719665271966527,
"grad_norm": 25.375107282483974,
"learning_rate": 4.5646165232345103e-07,
"logits/chosen": -0.06077578663825989,
"logits/rejected": 0.2923804521560669,
"logps/chosen": -373.219482421875,
"logps/rejected": -418.9559631347656,
"loss": 0.5347,
"rewards/accuracies": 0.6937500238418579,
"rewards/chosen": -0.9123528599739075,
"rewards/margins": 0.592673659324646,
"rewards/rejected": -1.5050265789031982,
"step": 130
},
{
"epoch": 0.2928870292887029,
"grad_norm": 21.746466725148508,
"learning_rate": 4.456204510851956e-07,
"logits/chosen": -0.2530488073825836,
"logits/rejected": 0.0992981344461441,
"logps/chosen": -384.7760009765625,
"logps/rejected": -437.4297790527344,
"loss": 0.5317,
"rewards/accuracies": 0.75,
"rewards/chosen": -0.6880978345870972,
"rewards/margins": 0.6797319650650024,
"rewards/rejected": -1.3678295612335205,
"step": 140
},
{
"epoch": 0.3138075313807531,
"grad_norm": 26.091710204113372,
"learning_rate": 4.337355301007335e-07,
"logits/chosen": 0.01746506430208683,
"logits/rejected": 0.5026353597640991,
"logps/chosen": -387.0420227050781,
"logps/rejected": -434.38580322265625,
"loss": 0.5459,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -1.0380537509918213,
"rewards/margins": 0.5438278913497925,
"rewards/rejected": -1.5818815231323242,
"step": 150
},
{
"epoch": 0.33472803347280333,
"grad_norm": 23.15637544568347,
"learning_rate": 4.2087030056579986e-07,
"logits/chosen": -0.19735758006572723,
"logits/rejected": 0.6574625968933105,
"logps/chosen": -339.94073486328125,
"logps/rejected": -404.662109375,
"loss": 0.5375,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -0.668976902961731,
"rewards/margins": 0.8034380078315735,
"rewards/rejected": -1.4724147319793701,
"step": 160
},
{
"epoch": 0.35564853556485354,
"grad_norm": 26.27445620588168,
"learning_rate": 4.070934040463998e-07,
"logits/chosen": 0.8700563311576843,
"logits/rejected": 1.3576207160949707,
"logps/chosen": -358.09051513671875,
"logps/rejected": -400.4471740722656,
"loss": 0.5423,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -1.0877528190612793,
"rewards/margins": 0.6053714156150818,
"rewards/rejected": -1.6931244134902954,
"step": 170
},
{
"epoch": 0.37656903765690375,
"grad_norm": 36.79313621128292,
"learning_rate": 3.9247834624635404e-07,
"logits/chosen": 1.2770946025848389,
"logits/rejected": 1.9397356510162354,
"logps/chosen": -342.9526672363281,
"logps/rejected": -384.0509338378906,
"loss": 0.5076,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": -0.8662456274032593,
"rewards/margins": 0.6985085010528564,
"rewards/rejected": -1.5647542476654053,
"step": 180
},
{
"epoch": 0.39748953974895396,
"grad_norm": 23.134859194828028,
"learning_rate": 3.7710310482256523e-07,
"logits/chosen": 0.7933472990989685,
"logits/rejected": 1.352903127670288,
"logps/chosen": -354.90484619140625,
"logps/rejected": -407.89801025390625,
"loss": 0.5173,
"rewards/accuracies": 0.71875,
"rewards/chosen": -0.8360937237739563,
"rewards/margins": 0.6451088190078735,
"rewards/rejected": -1.481202483177185,
"step": 190
},
{
"epoch": 0.41841004184100417,
"grad_norm": 51.000005370435,
"learning_rate": 3.610497133404795e-07,
"logits/chosen": 0.7528682947158813,
"logits/rejected": 1.2566933631896973,
"logps/chosen": -360.9665832519531,
"logps/rejected": -426.8341369628906,
"loss": 0.5457,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -1.0107109546661377,
"rewards/margins": 0.7371687293052673,
"rewards/rejected": -1.7478797435760498,
"step": 200
},
{
"epoch": 0.41841004184100417,
"eval_logits/chosen": 0.3159633278846741,
"eval_logits/rejected": 0.9213072061538696,
"eval_logps/chosen": -361.0535888671875,
"eval_logps/rejected": -441.9471740722656,
"eval_loss": 0.5249255299568176,
"eval_rewards/accuracies": 0.77734375,
"eval_rewards/chosen": -0.9842361211776733,
"eval_rewards/margins": 0.808614194393158,
"eval_rewards/rejected": -1.7928502559661865,
"eval_runtime": 111.6649,
"eval_samples_per_second": 17.911,
"eval_steps_per_second": 0.287,
"step": 200
},
{
"epoch": 0.4393305439330544,
"grad_norm": 25.554968491047823,
"learning_rate": 3.4440382358952115e-07,
"logits/chosen": 0.3864581882953644,
"logits/rejected": 1.292891263961792,
"logps/chosen": -393.22100830078125,
"logps/rejected": -420.07012939453125,
"loss": 0.5389,
"rewards/accuracies": 0.7437499761581421,
"rewards/chosen": -1.0355665683746338,
"rewards/margins": 0.652549684047699,
"rewards/rejected": -1.6881163120269775,
"step": 210
},
{
"epoch": 0.4602510460251046,
"grad_norm": 29.830177463941375,
"learning_rate": 3.272542485937368e-07,
"logits/chosen": 0.6986919641494751,
"logits/rejected": 1.5640161037445068,
"logps/chosen": -370.61199951171875,
"logps/rejected": -428.12554931640625,
"loss": 0.5263,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.0523474216461182,
"rewards/margins": 0.7719280123710632,
"rewards/rejected": -1.8242753744125366,
"step": 220
},
{
"epoch": 0.4811715481171548,
"grad_norm": 21.180298956536415,
"learning_rate": 3.096924887558854e-07,
"logits/chosen": 0.7276783585548401,
"logits/rejected": 1.484283447265625,
"logps/chosen": -353.75164794921875,
"logps/rejected": -443.76275634765625,
"loss": 0.5424,
"rewards/accuracies": 0.7562500238418579,
"rewards/chosen": -1.0479848384857178,
"rewards/margins": 0.9119135737419128,
"rewards/rejected": -1.959898591041565,
"step": 230
},
{
"epoch": 0.502092050209205,
"grad_norm": 23.974967302833218,
"learning_rate": 2.9181224366319943e-07,
"logits/chosen": 0.2961747646331787,
"logits/rejected": 1.008892297744751,
"logps/chosen": -349.42010498046875,
"logps/rejected": -405.09637451171875,
"loss": 0.5026,
"rewards/accuracies": 0.793749988079071,
"rewards/chosen": -0.8568391799926758,
"rewards/margins": 0.7035945057868958,
"rewards/rejected": -1.5604336261749268,
"step": 240
},
{
"epoch": 0.5230125523012552,
"grad_norm": 28.98490083610951,
"learning_rate": 2.7370891215954565e-07,
"logits/chosen": 1.0544288158416748,
"logits/rejected": 1.983277678489685,
"logps/chosen": -397.53851318359375,
"logps/rejected": -447.08734130859375,
"loss": 0.5082,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -0.9933551549911499,
"rewards/margins": 0.8820589780807495,
"rewards/rejected": -1.8754141330718994,
"step": 250
},
{
"epoch": 0.5439330543933054,
"grad_norm": 34.570387827045344,
"learning_rate": 2.55479083351317e-07,
"logits/chosen": 1.1669882535934448,
"logits/rejected": 2.0455715656280518,
"logps/chosen": -404.6676940917969,
"logps/rejected": -453.14019775390625,
"loss": 0.5115,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -1.1036981344223022,
"rewards/margins": 0.8884363174438477,
"rewards/rejected": -1.992134690284729,
"step": 260
},
{
"epoch": 0.5648535564853556,
"grad_norm": 23.541591723414815,
"learning_rate": 2.3722002126275822e-07,
"logits/chosen": 0.38921916484832764,
"logits/rejected": 1.070547342300415,
"logps/chosen": -363.3959655761719,
"logps/rejected": -411.51025390625,
"loss": 0.5271,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": -0.8641554117202759,
"rewards/margins": 0.6744648814201355,
"rewards/rejected": -1.5386203527450562,
"step": 270
},
{
"epoch": 0.5857740585774058,
"grad_norm": 25.076270854562903,
"learning_rate": 2.19029145890313e-07,
"logits/chosen": 0.5906327962875366,
"logits/rejected": 1.5835926532745361,
"logps/chosen": -364.9591369628906,
"logps/rejected": -425.6160583496094,
"loss": 0.53,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": -1.0323399305343628,
"rewards/margins": 0.8016790151596069,
"rewards/rejected": -1.8340189456939697,
"step": 280
},
{
"epoch": 0.606694560669456,
"grad_norm": 26.744088332600196,
"learning_rate": 2.0100351342479216e-07,
"logits/chosen": 0.8191035985946655,
"logits/rejected": 1.6216096878051758,
"logps/chosen": -373.52532958984375,
"logps/rejected": -437.02728271484375,
"loss": 0.5156,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -1.2243343591690063,
"rewards/margins": 0.7263683080673218,
"rewards/rejected": -1.9507026672363281,
"step": 290
},
{
"epoch": 0.6276150627615062,
"grad_norm": 26.465017968091658,
"learning_rate": 1.8323929841460178e-07,
"logits/chosen": 0.5103687047958374,
"logits/rejected": 1.6966192722320557,
"logps/chosen": -411.9766540527344,
"logps/rejected": -446.80499267578125,
"loss": 0.4955,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": -1.1094756126403809,
"rewards/margins": 0.7578223943710327,
"rewards/rejected": -1.867297887802124,
"step": 300
},
{
"epoch": 0.6276150627615062,
"eval_logits/chosen": 0.4705168604850769,
"eval_logits/rejected": 1.2340543270111084,
"eval_logps/chosen": -359.1224060058594,
"eval_logps/rejected": -449.2220153808594,
"eval_loss": 0.5091525912284851,
"eval_rewards/accuracies": 0.765625,
"eval_rewards/chosen": -0.9649244546890259,
"eval_rewards/margins": 0.9006747603416443,
"eval_rewards/rejected": -1.865599274635315,
"eval_runtime": 113.4568,
"eval_samples_per_second": 17.628,
"eval_steps_per_second": 0.282,
"step": 300
},
{
"epoch": 0.6485355648535565,
"grad_norm": 29.87262228525191,
"learning_rate": 1.6583128063291573e-07,
"logits/chosen": 0.7746948003768921,
"logits/rejected": 1.4845497608184814,
"logps/chosen": -408.56512451171875,
"logps/rejected": -445.75543212890625,
"loss": 0.4961,
"rewards/accuracies": 0.75,
"rewards/chosen": -1.1326206922531128,
"rewards/margins": 0.7399401664733887,
"rewards/rejected": -1.8725608587265015,
"step": 310
},
{
"epoch": 0.6694560669456067,
"grad_norm": 31.16422293780737,
"learning_rate": 1.488723393865766e-07,
"logits/chosen": 1.0418922901153564,
"logits/rejected": 2.0347073078155518,
"logps/chosen": -416.1197204589844,
"logps/rejected": -444.3402404785156,
"loss": 0.49,
"rewards/accuracies": 0.75,
"rewards/chosen": -1.2240684032440186,
"rewards/margins": 0.7707505226135254,
"rewards/rejected": -1.9948190450668335,
"step": 320
},
{
"epoch": 0.6903765690376569,
"grad_norm": 32.83677496957721,
"learning_rate": 1.3245295796480788e-07,
"logits/chosen": 0.1572292298078537,
"logits/rejected": 1.1684186458587646,
"logps/chosen": -365.3023986816406,
"logps/rejected": -434.7137145996094,
"loss": 0.4983,
"rewards/accuracies": 0.6875,
"rewards/chosen": -1.0306357145309448,
"rewards/margins": 0.7212126851081848,
"rewards/rejected": -1.7518484592437744,
"step": 330
},
{
"epoch": 0.7112970711297071,
"grad_norm": 34.84216926965088,
"learning_rate": 1.1666074087171627e-07,
"logits/chosen": 0.42324066162109375,
"logits/rejected": 1.437130093574524,
"logps/chosen": -386.4037170410156,
"logps/rejected": -480.5757751464844,
"loss": 0.5021,
"rewards/accuracies": 0.8062499761581421,
"rewards/chosen": -0.963259220123291,
"rewards/margins": 1.04145348072052,
"rewards/rejected": -2.0047125816345215,
"step": 340
},
{
"epoch": 0.7322175732217573,
"grad_norm": 26.071760002983055,
"learning_rate": 1.0157994641835734e-07,
"logits/chosen": 0.6516727209091187,
"logits/rejected": 1.5883102416992188,
"logps/chosen": -368.0363464355469,
"logps/rejected": -438.5006408691406,
"loss": 0.4783,
"rewards/accuracies": 0.75,
"rewards/chosen": -1.098336935043335,
"rewards/margins": 0.8796666264533997,
"rewards/rejected": -1.9780035018920898,
"step": 350
},
{
"epoch": 0.7531380753138075,
"grad_norm": 26.502609026351305,
"learning_rate": 8.729103716819111e-08,
"logits/chosen": 0.5831906199455261,
"logits/rejected": 1.8786232471466064,
"logps/chosen": -415.86541748046875,
"logps/rejected": -466.9419860839844,
"loss": 0.5141,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -1.1316957473754883,
"rewards/margins": 0.9251440763473511,
"rewards/rejected": -2.056839942932129,
"step": 360
},
{
"epoch": 0.7740585774058577,
"grad_norm": 28.539635727706617,
"learning_rate": 7.387025063449081e-08,
"logits/chosen": 1.116403341293335,
"logits/rejected": 1.9285640716552734,
"logps/chosen": -403.40655517578125,
"logps/rejected": -438.885498046875,
"loss": 0.5091,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -1.280707597732544,
"rewards/margins": 0.7252805829048157,
"rewards/rejected": -2.005988121032715,
"step": 370
},
{
"epoch": 0.7949790794979079,
"grad_norm": 26.46363151511675,
"learning_rate": 6.138919252022435e-08,
"logits/chosen": 1.3486121892929077,
"logits/rejected": 2.0518882274627686,
"logps/chosen": -381.86395263671875,
"logps/rejected": -493.0929260253906,
"loss": 0.5042,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": -1.423814058303833,
"rewards/margins": 0.9205785989761353,
"rewards/rejected": -2.344392776489258,
"step": 380
},
{
"epoch": 0.8158995815899581,
"grad_norm": 23.582088705423008,
"learning_rate": 4.991445467064689e-08,
"logits/chosen": 0.8774948120117188,
"logits/rejected": 1.5052356719970703,
"logps/chosen": -426.742919921875,
"logps/rejected": -485.6712341308594,
"loss": 0.4942,
"rewards/accuracies": 0.706250011920929,
"rewards/chosen": -1.211219310760498,
"rewards/margins": 0.8056495785713196,
"rewards/rejected": -2.016869068145752,
"step": 390
},
{
"epoch": 0.8368200836820083,
"grad_norm": 25.52262025467119,
"learning_rate": 3.9507259776993954e-08,
"logits/chosen": 0.8794261813163757,
"logits/rejected": 1.9908300638198853,
"logps/chosen": -388.5022277832031,
"logps/rejected": -473.42755126953125,
"loss": 0.5033,
"rewards/accuracies": 0.75,
"rewards/chosen": -1.17954683303833,
"rewards/margins": 0.8852158784866333,
"rewards/rejected": -2.064762592315674,
"step": 400
},
{
"epoch": 0.8368200836820083,
"eval_logits/chosen": 0.5144522190093994,
"eval_logits/rejected": 1.390769600868225,
"eval_logps/chosen": -362.76513671875,
"eval_logps/rejected": -458.7183837890625,
"eval_loss": 0.5032494068145752,
"eval_rewards/accuracies": 0.7734375,
"eval_rewards/chosen": -1.0013517141342163,
"eval_rewards/margins": 0.9592112302780151,
"eval_rewards/rejected": -1.9605629444122314,
"eval_runtime": 104.6004,
"eval_samples_per_second": 19.12,
"eval_steps_per_second": 0.306,
"step": 400
},
{
"epoch": 0.8577405857740585,
"grad_norm": 24.81847546133683,
"learning_rate": 3.022313472693447e-08,
"logits/chosen": 0.6560511589050293,
"logits/rejected": 1.8641235828399658,
"logps/chosen": -406.5023193359375,
"logps/rejected": -463.3063049316406,
"loss": 0.5077,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -1.0756852626800537,
"rewards/margins": 0.8691245913505554,
"rewards/rejected": -1.9448096752166748,
"step": 410
},
{
"epoch": 0.8786610878661087,
"grad_norm": 25.68538032885617,
"learning_rate": 2.2111614344599684e-08,
"logits/chosen": 0.39021772146224976,
"logits/rejected": 1.3714463710784912,
"logps/chosen": -403.7474670410156,
"logps/rejected": -460.71478271484375,
"loss": 0.4954,
"rewards/accuracies": 0.6812499761581421,
"rewards/chosen": -1.066702961921692,
"rewards/margins": 0.7960401773452759,
"rewards/rejected": -1.8627431392669678,
"step": 420
},
{
"epoch": 0.899581589958159,
"grad_norm": 28.26563566454169,
"learning_rate": 1.521597710086439e-08,
"logits/chosen": 0.8775579333305359,
"logits/rejected": 1.8475208282470703,
"logps/chosen": -390.8741149902344,
"logps/rejected": -458.987060546875,
"loss": 0.4745,
"rewards/accuracies": 0.768750011920929,
"rewards/chosen": -1.1183277368545532,
"rewards/margins": 0.8938654661178589,
"rewards/rejected": -2.012192964553833,
"step": 430
},
{
"epoch": 0.9205020920502092,
"grad_norm": 28.547233961480817,
"learning_rate": 9.57301420397924e-09,
"logits/chosen": 0.518905520439148,
"logits/rejected": 1.5218467712402344,
"logps/chosen": -385.42559814453125,
"logps/rejected": -450.37603759765625,
"loss": 0.5019,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": -1.0109506845474243,
"rewards/margins": 0.8017943501472473,
"rewards/rejected": -1.8127450942993164,
"step": 440
},
{
"epoch": 0.9414225941422594,
"grad_norm": 23.78987065435005,
"learning_rate": 5.212833302556258e-09,
"logits/chosen": 0.5571370124816895,
"logits/rejected": 1.4383113384246826,
"logps/chosen": -402.0091552734375,
"logps/rejected": -497.11376953125,
"loss": 0.4972,
"rewards/accuracies": 0.71875,
"rewards/chosen": -1.0828384160995483,
"rewards/margins": 0.8171746134757996,
"rewards/rejected": -1.9000129699707031,
"step": 450
},
{
"epoch": 0.9623430962343096,
"grad_norm": 25.601990523329984,
"learning_rate": 2.158697848236607e-09,
"logits/chosen": 0.730278491973877,
"logits/rejected": 1.7400062084197998,
"logps/chosen": -374.495361328125,
"logps/rejected": -426.7510681152344,
"loss": 0.5018,
"rewards/accuracies": 0.731249988079071,
"rewards/chosen": -1.025061011314392,
"rewards/margins": 0.8159972429275513,
"rewards/rejected": -1.8410581350326538,
"step": 460
},
{
"epoch": 0.9832635983263598,
"grad_norm": 25.12747739082461,
"learning_rate": 4.269029751107489e-10,
"logits/chosen": 0.5695275068283081,
"logits/rejected": 1.7241246700286865,
"logps/chosen": -380.4364013671875,
"logps/rejected": -468.3048400878906,
"loss": 0.4924,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": -1.0173852443695068,
"rewards/margins": 0.8419061899185181,
"rewards/rejected": -1.859291434288025,
"step": 470
},
{
"epoch": 1.0,
"step": 478,
"total_flos": 0.0,
"train_loss": 0.5406385645208,
"train_runtime": 10904.9554,
"train_samples_per_second": 5.606,
"train_steps_per_second": 0.044
}
],
"logging_steps": 10,
"max_steps": 478,
"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": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}