{
  "best_metric": 0.4674791693687439,
  "best_model_checkpoint": "saves/sycophancy/Llama-3.1-8B-Instruct/dpo-mistral-1000/train/checkpoint-250",
  "epoch": 9.977728285077951,
  "eval_steps": 50,
  "global_step": 560,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.17817371937639198,
      "grad_norm": 1.6836061477661133,
      "learning_rate": 8.928571428571429e-07,
      "logits/chosen": -0.34122365713119507,
      "logits/rejected": -0.392149418592453,
      "logps/chosen": -22.754064559936523,
      "logps/rejected": -24.806787490844727,
      "loss": 0.6925,
      "rewards/accuracies": 0.4000000059604645,
      "rewards/chosen": -0.00038957837386988103,
      "rewards/margins": 0.0013258380349725485,
      "rewards/rejected": -0.0017154163215309381,
      "step": 10
    },
    {
      "epoch": 0.35634743875278396,
      "grad_norm": 1.5660648345947266,
      "learning_rate": 1.7857142857142859e-06,
      "logits/chosen": -0.3305678367614746,
      "logits/rejected": -0.36542031168937683,
      "logps/chosen": -22.68667221069336,
      "logps/rejected": -24.383272171020508,
      "loss": 0.694,
      "rewards/accuracies": 0.46875,
      "rewards/chosen": -0.0019774259999394417,
      "rewards/margins": -0.0016633094055578113,
      "rewards/rejected": -0.0003141165361739695,
      "step": 20
    },
    {
      "epoch": 0.534521158129176,
      "grad_norm": 1.7988139390945435,
      "learning_rate": 2.6785714285714285e-06,
      "logits/chosen": -0.33457204699516296,
      "logits/rejected": -0.3815780282020569,
      "logps/chosen": -23.1612548828125,
      "logps/rejected": -24.836502075195312,
      "loss": 0.6913,
      "rewards/accuracies": 0.6000000238418579,
      "rewards/chosen": 0.004869468975812197,
      "rewards/margins": 0.0037120466586202383,
      "rewards/rejected": 0.001157421967945993,
      "step": 30
    },
    {
      "epoch": 0.7126948775055679,
      "grad_norm": 1.3268821239471436,
      "learning_rate": 3.5714285714285718e-06,
      "logits/chosen": -0.3601827919483185,
      "logits/rejected": -0.39572954177856445,
      "logps/chosen": -22.90369987487793,
      "logps/rejected": -24.570892333984375,
      "loss": 0.6885,
      "rewards/accuracies": 0.6312500238418579,
      "rewards/chosen": 0.01631110906600952,
      "rewards/margins": 0.009484974667429924,
      "rewards/rejected": 0.006826136261224747,
      "step": 40
    },
    {
      "epoch": 0.89086859688196,
      "grad_norm": 1.776597261428833,
      "learning_rate": 4.464285714285715e-06,
      "logits/chosen": -0.3659666180610657,
      "logits/rejected": -0.39071187376976013,
      "logps/chosen": -23.908523559570312,
      "logps/rejected": -24.262924194335938,
      "loss": 0.6891,
      "rewards/accuracies": 0.574999988079071,
      "rewards/chosen": 0.026137981563806534,
      "rewards/margins": 0.008756262250244617,
      "rewards/rejected": 0.017381716519594193,
      "step": 50
    },
    {
      "epoch": 0.89086859688196,
      "eval_logits/chosen": -0.32067814469337463,
      "eval_logits/rejected": -0.36896541714668274,
      "eval_logps/chosen": -22.66472053527832,
      "eval_logps/rejected": -24.953529357910156,
      "eval_loss": 0.6832554340362549,
      "eval_rewards/accuracies": 0.6200000047683716,
      "eval_rewards/chosen": 0.048666905611753464,
      "eval_rewards/margins": 0.02107813023030758,
      "eval_rewards/rejected": 0.027588771656155586,
      "eval_runtime": 9.7251,
      "eval_samples_per_second": 10.283,
      "eval_steps_per_second": 5.141,
      "step": 50
    },
    {
      "epoch": 1.069042316258352,
      "grad_norm": 1.7856236696243286,
      "learning_rate": 4.999222955002041e-06,
      "logits/chosen": -0.35137540102005005,
      "logits/rejected": -0.3762962818145752,
      "logps/chosen": -22.667428970336914,
      "logps/rejected": -24.934234619140625,
      "loss": 0.675,
      "rewards/accuracies": 0.612500011920929,
      "rewards/chosen": 0.06478282064199448,
      "rewards/margins": 0.0387502983212471,
      "rewards/rejected": 0.026032526046037674,
      "step": 60
    },
    {
      "epoch": 1.247216035634744,
      "grad_norm": 2.1098411083221436,
      "learning_rate": 4.990486745229364e-06,
      "logits/chosen": -0.34582623839378357,
      "logits/rejected": -0.3823074400424957,
      "logps/chosen": -21.945472717285156,
      "logps/rejected": -23.575443267822266,
      "loss": 0.6683,
      "rewards/accuracies": 0.6500000357627869,
      "rewards/chosen": 0.1263795644044876,
      "rewards/margins": 0.05839619040489197,
      "rewards/rejected": 0.06798337399959564,
      "step": 70
    },
    {
      "epoch": 1.4253897550111359,
      "grad_norm": 2.4574801921844482,
      "learning_rate": 4.9720770655628216e-06,
      "logits/chosen": -0.3288664221763611,
      "logits/rejected": -0.3651907444000244,
      "logps/chosen": -21.0363712310791,
      "logps/rejected": -24.36761474609375,
      "loss": 0.6223,
      "rewards/accuracies": 0.737500011920929,
      "rewards/chosen": 0.26030755043029785,
      "rewards/margins": 0.1713070124387741,
      "rewards/rejected": 0.08900053799152374,
      "step": 80
    },
    {
      "epoch": 1.6035634743875278,
      "grad_norm": 2.382906675338745,
      "learning_rate": 4.944065422298262e-06,
      "logits/chosen": -0.3467506468296051,
      "logits/rejected": -0.38536104559898376,
      "logps/chosen": -19.177209854125977,
      "logps/rejected": -23.13625144958496,
      "loss": 0.6035,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": 0.41219550371170044,
      "rewards/margins": 0.25021034479141235,
      "rewards/rejected": 0.1619851440191269,
      "step": 90
    },
    {
      "epoch": 1.7817371937639197,
      "grad_norm": 2.123657703399658,
      "learning_rate": 4.90656061737503e-06,
      "logits/chosen": -0.3112158477306366,
      "logits/rejected": -0.355999618768692,
      "logps/chosen": -17.31022834777832,
      "logps/rejected": -22.826955795288086,
      "loss": 0.5716,
      "rewards/accuracies": 0.699999988079071,
      "rewards/chosen": 0.5237475633621216,
      "rewards/margins": 0.35302406549453735,
      "rewards/rejected": 0.17072349786758423,
      "step": 100
    },
    {
      "epoch": 1.7817371937639197,
      "eval_logits/chosen": -0.2933846712112427,
      "eval_logits/rejected": -0.34558260440826416,
      "eval_logps/chosen": -17.070594787597656,
      "eval_logps/rejected": -23.3165225982666,
      "eval_loss": 0.5618187785148621,
      "eval_rewards/accuracies": 0.699999988079071,
      "eval_rewards/chosen": 0.6080796718597412,
      "eval_rewards/margins": 0.4167901575565338,
      "eval_rewards/rejected": 0.191289484500885,
      "eval_runtime": 9.6952,
      "eval_samples_per_second": 10.314,
      "eval_steps_per_second": 5.157,
      "step": 100
    },
    {
      "epoch": 1.9599109131403119,
      "grad_norm": 3.316772699356079,
      "learning_rate": 4.859708325770919e-06,
      "logits/chosen": -0.3041900396347046,
      "logits/rejected": -0.35448360443115234,
      "logps/chosen": -16.122028350830078,
      "logps/rejected": -22.659238815307617,
      "loss": 0.5299,
      "rewards/accuracies": 0.7250000238418579,
      "rewards/chosen": 0.7380782961845398,
      "rewards/margins": 0.5233559608459473,
      "rewards/rejected": 0.21472235023975372,
      "step": 110
    },
    {
      "epoch": 2.138084632516704,
      "grad_norm": 2.7125298976898193,
      "learning_rate": 4.80369052967602e-06,
      "logits/chosen": -0.2812982499599457,
      "logits/rejected": -0.3268232047557831,
      "logps/chosen": -15.398541450500488,
      "logps/rejected": -23.535791397094727,
      "loss": 0.4948,
      "rewards/accuracies": 0.7750000357627869,
      "rewards/chosen": 0.8048359155654907,
      "rewards/margins": 0.660244882106781,
      "rewards/rejected": 0.14459095895290375,
      "step": 120
    },
    {
      "epoch": 2.316258351893096,
      "grad_norm": 2.149165391921997,
      "learning_rate": 4.7387248116432524e-06,
      "logits/chosen": -0.24634817242622375,
      "logits/rejected": -0.313901424407959,
      "logps/chosen": -13.057968139648438,
      "logps/rejected": -23.697710037231445,
      "loss": 0.4275,
      "rewards/accuracies": 0.7750000357627869,
      "rewards/chosen": 1.0445865392684937,
      "rewards/margins": 0.944391667842865,
      "rewards/rejected": 0.10019483417272568,
      "step": 130
    },
    {
      "epoch": 2.494432071269488,
      "grad_norm": 2.2673017978668213,
      "learning_rate": 4.665063509461098e-06,
      "logits/chosen": -0.2440420240163803,
      "logits/rejected": -0.29979586601257324,
      "logps/chosen": -13.353204727172852,
      "logps/rejected": -24.62551498413086,
      "loss": 0.4575,
      "rewards/accuracies": 0.7875000238418579,
      "rewards/chosen": 0.9695870280265808,
      "rewards/margins": 0.9478777050971985,
      "rewards/rejected": 0.021709401160478592,
      "step": 140
    },
    {
      "epoch": 2.6726057906458798,
      "grad_norm": 2.5609817504882812,
      "learning_rate": 4.5829927360311224e-06,
      "logits/chosen": -0.21621806919574738,
      "logits/rejected": -0.27183279395103455,
      "logps/chosen": -12.837681770324707,
      "logps/rejected": -24.354141235351562,
      "loss": 0.4581,
      "rewards/accuracies": 0.7750000357627869,
      "rewards/chosen": 0.9683197140693665,
      "rewards/margins": 0.9282311797142029,
      "rewards/rejected": 0.04008860886096954,
      "step": 150
    },
    {
      "epoch": 2.6726057906458798,
      "eval_logits/chosen": -0.2092563956975937,
      "eval_logits/rejected": -0.2738884389400482,
      "eval_logps/chosen": -13.789220809936523,
      "eval_logps/rejected": -25.666584014892578,
      "eval_loss": 0.4760795533657074,
      "eval_rewards/accuracies": 0.7599999904632568,
      "eval_rewards/chosen": 0.9362172484397888,
      "eval_rewards/margins": 0.9799338579177856,
      "eval_rewards/rejected": -0.04371662810444832,
      "eval_runtime": 9.724,
      "eval_samples_per_second": 10.284,
      "eval_steps_per_second": 5.142,
      "step": 150
    },
    {
      "epoch": 2.8507795100222717,
      "grad_norm": 6.471484661102295,
      "learning_rate": 4.492831268057307e-06,
      "logits/chosen": -0.25587916374206543,
      "logits/rejected": -0.3184296786785126,
      "logps/chosen": -12.521145820617676,
      "logps/rejected": -25.58576011657715,
      "loss": 0.406,
      "rewards/accuracies": 0.7750000357627869,
      "rewards/chosen": 1.077256202697754,
      "rewards/margins": 1.1716722249984741,
      "rewards/rejected": -0.09441610425710678,
      "step": 160
    },
    {
      "epoch": 3.0289532293986636,
      "grad_norm": 6.336172580718994,
      "learning_rate": 4.394929307863633e-06,
      "logits/chosen": -0.23687370121479034,
      "logits/rejected": -0.2813915014266968,
      "logps/chosen": -14.616838455200195,
      "logps/rejected": -26.1534366607666,
      "loss": 0.452,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": 0.8590637445449829,
      "rewards/margins": 1.0506114959716797,
      "rewards/rejected": -0.19154782593250275,
      "step": 170
    },
    {
      "epoch": 3.2071269487750556,
      "grad_norm": 11.07475471496582,
      "learning_rate": 4.289667123149296e-06,
      "logits/chosen": -0.2059316188097,
      "logits/rejected": -0.2756357192993164,
      "logps/chosen": -12.392863273620605,
      "logps/rejected": -26.90511131286621,
      "loss": 0.4051,
      "rewards/accuracies": 0.793749988079071,
      "rewards/chosen": 1.0431259870529175,
      "rewards/margins": 1.3048280477523804,
      "rewards/rejected": -0.26170212030410767,
      "step": 180
    },
    {
      "epoch": 3.3853006681514475,
      "grad_norm": 6.2247819900512695,
      "learning_rate": 4.177453569964925e-06,
      "logits/chosen": -0.17799881100654602,
      "logits/rejected": -0.24945221841335297,
      "logps/chosen": -12.190529823303223,
      "logps/rejected": -27.486194610595703,
      "loss": 0.3954,
      "rewards/accuracies": 0.800000011920929,
      "rewards/chosen": 1.0829803943634033,
      "rewards/margins": 1.3739397525787354,
      "rewards/rejected": -0.29095926880836487,
      "step": 190
    },
    {
      "epoch": 3.5634743875278394,
      "grad_norm": 2.581493377685547,
      "learning_rate": 4.058724504646834e-06,
      "logits/chosen": -0.17182210087776184,
      "logits/rejected": -0.23636431992053986,
      "logps/chosen": -12.724395751953125,
      "logps/rejected": -27.663299560546875,
      "loss": 0.4032,
      "rewards/accuracies": 0.793749988079071,
      "rewards/chosen": 1.032086968421936,
      "rewards/margins": 1.3668633699417114,
      "rewards/rejected": -0.3347764015197754,
      "step": 200
    },
    {
      "epoch": 3.5634743875278394,
      "eval_logits/chosen": -0.16310954093933105,
      "eval_logits/rejected": -0.23061738908290863,
      "eval_logps/chosen": -13.548603057861328,
      "eval_logps/rejected": -28.07323455810547,
      "eval_loss": 0.4708513021469116,
      "eval_rewards/accuracies": 0.8100000023841858,
      "eval_rewards/chosen": 0.9602789282798767,
      "eval_rewards/margins": 1.244660496711731,
      "eval_rewards/rejected": -0.28438156843185425,
      "eval_runtime": 9.734,
      "eval_samples_per_second": 10.273,
      "eval_steps_per_second": 5.137,
      "step": 200
    },
    {
      "epoch": 3.7416481069042318,
      "grad_norm": 2.387537717819214,
      "learning_rate": 3.933941090877615e-06,
      "logits/chosen": -0.15226894617080688,
      "logits/rejected": -0.23664240539073944,
      "logps/chosen": -12.170495986938477,
      "logps/rejected": -28.98239517211914,
      "loss": 0.3887,
      "rewards/accuracies": 0.8125,
      "rewards/chosen": 1.1489580869674683,
      "rewards/margins": 1.5401805639266968,
      "rewards/rejected": -0.39122244715690613,
      "step": 210
    },
    {
      "epoch": 3.9198218262806237,
      "grad_norm": 7.2560529708862305,
      "learning_rate": 3.8035880084487454e-06,
      "logits/chosen": -0.19596333801746368,
      "logits/rejected": -0.2662833034992218,
      "logps/chosen": -13.05119514465332,
      "logps/rejected": -29.070032119750977,
      "loss": 0.4093,
      "rewards/accuracies": 0.8125,
      "rewards/chosen": 1.0079821348190308,
      "rewards/margins": 1.3972289562225342,
      "rewards/rejected": -0.38924697041511536,
      "step": 220
    },
    {
      "epoch": 4.097995545657016,
      "grad_norm": 8.643023490905762,
      "learning_rate": 3.6681715706826555e-06,
      "logits/chosen": -0.1443440169095993,
      "logits/rejected": -0.2094365656375885,
      "logps/chosen": -12.210596084594727,
      "logps/rejected": -28.835458755493164,
      "loss": 0.3526,
      "rewards/accuracies": 0.831250011920929,
      "rewards/chosen": 1.1435935497283936,
      "rewards/margins": 1.6025713682174683,
      "rewards/rejected": -0.45897769927978516,
      "step": 230
    },
    {
      "epoch": 4.276169265033408,
      "grad_norm": 8.177175521850586,
      "learning_rate": 3.5282177578265295e-06,
      "logits/chosen": -0.16080088913440704,
      "logits/rejected": -0.22377625107765198,
      "logps/chosen": -12.389388084411621,
      "logps/rejected": -29.504175186157227,
      "loss": 0.3327,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": 1.1701444387435913,
      "rewards/margins": 1.6151951551437378,
      "rewards/rejected": -0.44505080580711365,
      "step": 240
    },
    {
      "epoch": 4.4543429844097995,
      "grad_norm": 3.6266558170318604,
      "learning_rate": 3.384270174056454e-06,
      "logits/chosen": -0.17858387529850006,
      "logits/rejected": -0.23888497054576874,
      "logps/chosen": -12.181685447692871,
      "logps/rejected": -29.275564193725586,
      "loss": 0.3836,
      "rewards/accuracies": 0.8187500238418579,
      "rewards/chosen": 1.0620548725128174,
      "rewards/margins": 1.5715227127075195,
      "rewards/rejected": -0.5094677805900574,
      "step": 250
    },
    {
      "epoch": 4.4543429844097995,
      "eval_logits/chosen": -0.13963328301906586,
      "eval_logits/rejected": -0.2079545557498932,
      "eval_logps/chosen": -13.248819351196289,
      "eval_logps/rejected": -29.226905822753906,
      "eval_loss": 0.4674791693687439,
      "eval_rewards/accuracies": 0.7899999618530273,
      "eval_rewards/chosen": 0.9902573823928833,
      "eval_rewards/margins": 1.390006184577942,
      "eval_rewards/rejected": -0.3997488021850586,
      "eval_runtime": 9.715,
      "eval_samples_per_second": 10.293,
      "eval_steps_per_second": 5.147,
      "step": 250
    },
    {
      "epoch": 4.632516703786192,
      "grad_norm": 4.119279384613037,
      "learning_rate": 3.236887936027261e-06,
      "logits/chosen": -0.12825655937194824,
      "logits/rejected": -0.19981206953525543,
      "logps/chosen": -11.074287414550781,
      "logps/rejected": -31.082468032836914,
      "loss": 0.3368,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": 1.162680983543396,
      "rewards/margins": 1.7504284381866455,
      "rewards/rejected": -0.5877474546432495,
      "step": 260
    },
    {
      "epoch": 4.810690423162583,
      "grad_norm": 6.509561061859131,
      "learning_rate": 3.0866435011692884e-06,
      "logits/chosen": -0.15560267865657806,
      "logits/rejected": -0.2208879441022873,
      "logps/chosen": -11.37994384765625,
      "logps/rejected": -31.601425170898438,
      "loss": 0.338,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": 1.1841315031051636,
      "rewards/margins": 1.8628618717193604,
      "rewards/rejected": -0.6787301898002625,
      "step": 270
    },
    {
      "epoch": 4.988864142538976,
      "grad_norm": 4.498559951782227,
      "learning_rate": 2.9341204441673267e-06,
      "logits/chosen": -0.1727777123451233,
      "logits/rejected": -0.2310466766357422,
      "logps/chosen": -13.475479125976562,
      "logps/rejected": -27.789844512939453,
      "loss": 0.5027,
      "rewards/accuracies": 0.768750011920929,
      "rewards/chosen": 0.9239163398742676,
      "rewards/margins": 1.258786678314209,
      "rewards/rejected": -0.33487027883529663,
      "step": 280
    },
    {
      "epoch": 5.167037861915367,
      "grad_norm": 3.030965805053711,
      "learning_rate": 2.7799111902582697e-06,
      "logits/chosen": -0.15166734158992767,
      "logits/rejected": -0.22125867009162903,
      "logps/chosen": -12.045249938964844,
      "logps/rejected": -31.249042510986328,
      "loss": 0.32,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": 1.147273063659668,
      "rewards/margins": 1.7833982706069946,
      "rewards/rejected": -0.6361253261566162,
      "step": 290
    },
    {
      "epoch": 5.3452115812917596,
      "grad_norm": 7.184595584869385,
      "learning_rate": 2.624614714151743e-06,
      "logits/chosen": -0.0994877815246582,
      "logits/rejected": -0.17965565621852875,
      "logps/chosen": -12.375929832458496,
      "logps/rejected": -31.211719512939453,
      "loss": 0.3588,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": 1.1141376495361328,
      "rewards/margins": 1.7681716680526733,
      "rewards/rejected": -0.6540343165397644,
      "step": 300
    },
    {
      "epoch": 5.3452115812917596,
      "eval_logits/chosen": -0.1254928857088089,
      "eval_logits/rejected": -0.19310244917869568,
      "eval_logps/chosen": -13.40658187866211,
      "eval_logps/rejected": -29.754491806030273,
      "eval_loss": 0.4751954674720764,
      "eval_rewards/accuracies": 0.7699999809265137,
      "eval_rewards/chosen": 0.9744812846183777,
      "eval_rewards/margins": 1.4269884824752808,
      "eval_rewards/rejected": -0.452507346868515,
      "eval_runtime": 9.7087,
      "eval_samples_per_second": 10.3,
      "eval_steps_per_second": 5.15,
      "step": 300
    },
    {
      "epoch": 5.523385300668151,
      "grad_norm": 3.5659422874450684,
      "learning_rate": 2.4688342135114625e-06,
      "logits/chosen": -0.13226279616355896,
      "logits/rejected": -0.21120555698871613,
      "logps/chosen": -11.256922721862793,
      "logps/rejected": -30.438766479492188,
      "loss": 0.3473,
      "rewards/accuracies": 0.831250011920929,
      "rewards/chosen": 1.2133493423461914,
      "rewards/margins": 1.790173888206482,
      "rewards/rejected": -0.5768246054649353,
      "step": 310
    },
    {
      "epoch": 5.701559020044543,
      "grad_norm": 1.8460242748260498,
      "learning_rate": 2.3131747660339396e-06,
      "logits/chosen": -0.14635451138019562,
      "logits/rejected": -0.19989195466041565,
      "logps/chosen": -12.754526138305664,
      "logps/rejected": -30.52984619140625,
      "loss": 0.3378,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": 1.090704321861267,
      "rewards/margins": 1.7227219343185425,
      "rewards/rejected": -0.6320176124572754,
      "step": 320
    },
    {
      "epoch": 5.879732739420936,
      "grad_norm": 5.234955310821533,
      "learning_rate": 2.158240979224817e-06,
      "logits/chosen": -0.1211402416229248,
      "logits/rejected": -0.19876351952552795,
      "logps/chosen": -10.352498054504395,
      "logps/rejected": -31.713010787963867,
      "loss": 0.3241,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": 1.1969298124313354,
      "rewards/margins": 1.8751522302627563,
      "rewards/rejected": -0.6782223582267761,
      "step": 330
    },
    {
      "epoch": 6.057906458797327,
      "grad_norm": 4.994526386260986,
      "learning_rate": 2.004634642001507e-06,
      "logits/chosen": -0.13834324479103088,
      "logits/rejected": -0.2308368682861328,
      "logps/chosen": -11.07118034362793,
      "logps/rejected": -31.32500648498535,
      "loss": 0.3868,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": 1.1334035396575928,
      "rewards/margins": 1.7996925115585327,
      "rewards/rejected": -0.6662889719009399,
      "step": 340
    },
    {
      "epoch": 6.23608017817372,
      "grad_norm": 3.519150733947754,
      "learning_rate": 1.852952387243698e-06,
      "logits/chosen": -0.1219867691397667,
      "logits/rejected": -0.19822999835014343,
      "logps/chosen": -10.62753677368164,
      "logps/rejected": -32.93171310424805,
      "loss": 0.2861,
      "rewards/accuracies": 0.893750011920929,
      "rewards/chosen": 1.1698468923568726,
      "rewards/margins": 2.0219147205352783,
      "rewards/rejected": -0.8520679473876953,
      "step": 350
    },
    {
      "epoch": 6.23608017817372,
      "eval_logits/chosen": -0.11021164059638977,
      "eval_logits/rejected": -0.17845386266708374,
      "eval_logps/chosen": -13.759096145629883,
      "eval_logps/rejected": -30.731969833374023,
      "eval_loss": 0.4811996519565582,
      "eval_rewards/accuracies": 0.7699999809265137,
      "eval_rewards/chosen": 0.9392297267913818,
      "eval_rewards/margins": 1.4894847869873047,
      "eval_rewards/rejected": -0.5502550601959229,
      "eval_runtime": 9.6948,
      "eval_samples_per_second": 10.315,
      "eval_steps_per_second": 5.157,
      "step": 350
    },
    {
      "epoch": 6.414253897550111,
      "grad_norm": 2.1364710330963135,
      "learning_rate": 1.7037833743707892e-06,
      "logits/chosen": -0.13026945292949677,
      "logits/rejected": -0.2250211238861084,
      "logps/chosen": -11.657172203063965,
      "logps/rejected": -31.794097900390625,
      "loss": 0.3096,
      "rewards/accuracies": 0.875,
      "rewards/chosen": 1.1625641584396362,
      "rewards/margins": 1.8979129791259766,
      "rewards/rejected": -0.7353487610816956,
      "step": 360
    },
    {
      "epoch": 6.5924276169265035,
      "grad_norm": 6.27597713470459,
      "learning_rate": 1.5577070009474872e-06,
      "logits/chosen": -0.08007471263408661,
      "logits/rejected": -0.14471502602100372,
      "logps/chosen": -12.703398704528809,
      "logps/rejected": -31.92864418029785,
      "loss": 0.3395,
      "rewards/accuracies": 0.84375,
      "rewards/chosen": 1.0662773847579956,
      "rewards/margins": 1.84355628490448,
      "rewards/rejected": -0.7772787809371948,
      "step": 370
    },
    {
      "epoch": 6.770601336302895,
      "grad_norm": 1.5935697555541992,
      "learning_rate": 1.415290652206105e-06,
      "logits/chosen": -0.15049786865711212,
      "logits/rejected": -0.21002641320228577,
      "logps/chosen": -12.739409446716309,
      "logps/rejected": -32.949214935302734,
      "loss": 0.3588,
      "rewards/accuracies": 0.84375,
      "rewards/chosen": 1.0807316303253174,
      "rewards/margins": 1.8172613382339478,
      "rewards/rejected": -0.7365297675132751,
      "step": 380
    },
    {
      "epoch": 6.948775055679287,
      "grad_norm": 12.438933372497559,
      "learning_rate": 1.2770874972267777e-06,
      "logits/chosen": -0.10974359512329102,
      "logits/rejected": -0.1568942815065384,
      "logps/chosen": -12.335737228393555,
      "logps/rejected": -33.184993743896484,
      "loss": 0.3357,
      "rewards/accuracies": 0.8687500357627869,
      "rewards/chosen": 1.1363105773925781,
      "rewards/margins": 1.9653358459472656,
      "rewards/rejected": -0.8290252685546875,
      "step": 390
    },
    {
      "epoch": 7.12694877505568,
      "grad_norm": 2.4859490394592285,
      "learning_rate": 1.1436343403356019e-06,
      "logits/chosen": -0.11985152959823608,
      "logits/rejected": -0.18024906516075134,
      "logps/chosen": -13.101457595825195,
      "logps/rejected": -32.767181396484375,
      "loss": 0.3662,
      "rewards/accuracies": 0.84375,
      "rewards/chosen": 0.9988664984703064,
      "rewards/margins": 1.8207927942276,
      "rewards/rejected": -0.8219264149665833,
      "step": 400
    },
    {
      "epoch": 7.12694877505568,
      "eval_logits/chosen": -0.099003367125988,
      "eval_logits/rejected": -0.16790008544921875,
      "eval_logps/chosen": -13.986225128173828,
      "eval_logps/rejected": -31.5858154296875,
      "eval_loss": 0.4867512881755829,
      "eval_rewards/accuracies": 0.7699999809265137,
      "eval_rewards/chosen": 0.9165167212486267,
      "eval_rewards/margins": 1.5521563291549683,
      "eval_rewards/rejected": -0.6356395483016968,
      "eval_runtime": 9.7105,
      "eval_samples_per_second": 10.298,
      "eval_steps_per_second": 5.149,
      "step": 400
    },
    {
      "epoch": 7.305122494432071,
      "grad_norm": 4.4709153175354,
      "learning_rate": 1.0154495360662464e-06,
      "logits/chosen": -0.12129449844360352,
      "logits/rejected": -0.18251024186611176,
      "logps/chosen": -13.18463134765625,
      "logps/rejected": -32.92716598510742,
      "loss": 0.366,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": 1.057719349861145,
      "rewards/margins": 1.885604739189148,
      "rewards/rejected": -0.8278852701187134,
      "step": 410
    },
    {
      "epoch": 7.4832962138084635,
      "grad_norm": 3.132544994354248,
      "learning_rate": 8.930309757836517e-07,
      "logits/chosen": -0.10683136433362961,
      "logits/rejected": -0.1750011295080185,
      "logps/chosen": -11.23306941986084,
      "logps/rejected": -32.81039047241211,
      "loss": 0.3044,
      "rewards/accuracies": 0.8812500238418579,
      "rewards/chosen": 1.1720637083053589,
      "rewards/margins": 2.0555508136749268,
      "rewards/rejected": -0.8834872245788574,
      "step": 420
    },
    {
      "epoch": 7.661469933184855,
      "grad_norm": 6.80822229385376,
      "learning_rate": 7.768541537901325e-07,
      "logits/chosen": -0.11390836536884308,
      "logits/rejected": -0.2062007039785385,
      "logps/chosen": -11.768353462219238,
      "logps/rejected": -33.399192810058594,
      "loss": 0.3337,
      "rewards/accuracies": 0.8687500357627869,
      "rewards/chosen": 1.1444917917251587,
      "rewards/margins": 1.9670883417129517,
      "rewards/rejected": -0.8225963711738586,
      "step": 430
    },
    {
      "epoch": 7.839643652561247,
      "grad_norm": 4.160062789916992,
      "learning_rate": 6.673703204254348e-07,
      "logits/chosen": -0.1045166477560997,
      "logits/rejected": -0.18522079288959503,
      "logps/chosen": -10.534876823425293,
      "logps/rejected": -34.59806442260742,
      "loss": 0.2644,
      "rewards/accuracies": 0.893750011920929,
      "rewards/chosen": 1.2115627527236938,
      "rewards/margins": 2.1745359897613525,
      "rewards/rejected": -0.9629732370376587,
      "step": 440
    },
    {
      "epoch": 8.017817371937639,
      "grad_norm": 2.6154518127441406,
      "learning_rate": 5.650047293344316e-07,
      "logits/chosen": -0.07358330488204956,
      "logits/rejected": -0.14352913200855255,
      "logps/chosen": -10.867822647094727,
      "logps/rejected": -33.30778884887695,
      "loss": 0.2822,
      "rewards/accuracies": 0.8687500357627869,
      "rewards/chosen": 1.2662678956985474,
      "rewards/margins": 2.097227096557617,
      "rewards/rejected": -0.830959141254425,
      "step": 450
    },
    {
      "epoch": 8.017817371937639,
      "eval_logits/chosen": -0.09359554946422577,
      "eval_logits/rejected": -0.16219539940357208,
      "eval_logps/chosen": -14.051919937133789,
      "eval_logps/rejected": -31.741615295410156,
      "eval_loss": 0.49268820881843567,
      "eval_rewards/accuracies": 0.7599999904632568,
      "eval_rewards/chosen": 0.9099473357200623,
      "eval_rewards/margins": 1.5611672401428223,
      "eval_rewards/rejected": -0.6512197852134705,
      "eval_runtime": 9.7252,
      "eval_samples_per_second": 10.283,
      "eval_steps_per_second": 5.141,
      "step": 450
    },
    {
      "epoch": 8.195991091314031,
      "grad_norm": 3.175278425216675,
      "learning_rate": 4.7015498571035877e-07,
      "logits/chosen": -0.08536185324192047,
      "logits/rejected": -0.16373853385448456,
      "logps/chosen": -10.688807487487793,
      "logps/rejected": -35.358089447021484,
      "loss": 0.2417,
      "rewards/accuracies": 0.925000011920929,
      "rewards/chosen": 1.2969163656234741,
      "rewards/margins": 2.3196523189544678,
      "rewards/rejected": -1.022735834121704,
      "step": 460
    },
    {
      "epoch": 8.374164810690424,
      "grad_norm": 10.432084083557129,
      "learning_rate": 3.831895019292897e-07,
      "logits/chosen": -0.11144526302814484,
      "logits/rejected": -0.18342572450637817,
      "logps/chosen": -12.896112442016602,
      "logps/rejected": -34.08356857299805,
      "loss": 0.3277,
      "rewards/accuracies": 0.90625,
      "rewards/chosen": 1.0476747751235962,
      "rewards/margins": 1.9816349744796753,
      "rewards/rejected": -0.9339599609375,
      "step": 470
    },
    {
      "epoch": 8.552338530066816,
      "grad_norm": 4.943639278411865,
      "learning_rate": 3.044460665744284e-07,
      "logits/chosen": -0.06191817671060562,
      "logits/rejected": -0.13474522531032562,
      "logps/chosen": -11.490986824035645,
      "logps/rejected": -33.3411750793457,
      "loss": 0.3482,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": 1.0883612632751465,
      "rewards/margins": 1.9929107427597046,
      "rewards/rejected": -0.9045494198799133,
      "step": 480
    },
    {
      "epoch": 8.730512249443207,
      "grad_norm": 4.994484901428223,
      "learning_rate": 2.3423053240837518e-07,
      "logits/chosen": -0.11047738045454025,
      "logits/rejected": -0.1758051961660385,
      "logps/chosen": -12.3035306930542,
      "logps/rejected": -33.04331588745117,
      "loss": 0.3433,
      "rewards/accuracies": 0.831250011920929,
      "rewards/chosen": 1.051175594329834,
      "rewards/margins": 1.9459151029586792,
      "rewards/rejected": -0.8947394490242004,
      "step": 490
    },
    {
      "epoch": 8.908685968819599,
      "grad_norm": 2.0751497745513916,
      "learning_rate": 1.7281562838948968e-07,
      "logits/chosen": -0.12217041105031967,
      "logits/rejected": -0.19585369527339935,
      "logps/chosen": -10.848115921020508,
      "logps/rejected": -34.68525314331055,
      "loss": 0.2416,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": 1.2858046293258667,
      "rewards/margins": 2.253690481185913,
      "rewards/rejected": -0.9678859114646912,
      "step": 500
    },
    {
      "epoch": 8.908685968819599,
      "eval_logits/chosen": -0.08983445167541504,
      "eval_logits/rejected": -0.15845781564712524,
      "eval_logps/chosen": -14.23983097076416,
      "eval_logps/rejected": -32.18784713745117,
      "eval_loss": 0.49790748953819275,
      "eval_rewards/accuracies": 0.7599999904632568,
      "eval_rewards/chosen": 0.8911561369895935,
      "eval_rewards/margins": 1.586998701095581,
      "eval_rewards/rejected": -0.6958425641059875,
      "eval_runtime": 9.7042,
      "eval_samples_per_second": 10.305,
      "eval_steps_per_second": 5.152,
      "step": 500
    },
    {
      "epoch": 9.086859688195991,
      "grad_norm": 4.091846466064453,
      "learning_rate": 1.2043990034669413e-07,
      "logits/chosen": -0.10412635654211044,
      "logits/rejected": -0.20009151101112366,
      "logps/chosen": -11.962130546569824,
      "logps/rejected": -34.19890594482422,
      "loss": 0.3145,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": 1.1489673852920532,
      "rewards/margins": 2.0444374084472656,
      "rewards/rejected": -0.8954699635505676,
      "step": 510
    },
    {
      "epoch": 9.265033407572384,
      "grad_norm": 2.8685364723205566,
      "learning_rate": 7.730678442730539e-08,
      "logits/chosen": -0.13043461740016937,
      "logits/rejected": -0.1936294585466385,
      "logps/chosen": -12.278414726257324,
      "logps/rejected": -35.482120513916016,
      "loss": 0.2503,
      "rewards/accuracies": 0.90625,
      "rewards/chosen": 1.113724946975708,
      "rewards/margins": 2.1855549812316895,
      "rewards/rejected": -1.0718300342559814,
      "step": 520
    },
    {
      "epoch": 9.443207126948774,
      "grad_norm": 8.583150863647461,
      "learning_rate": 4.358381691677932e-08,
      "logits/chosen": -0.1350499838590622,
      "logits/rejected": -0.1929396241903305,
      "logps/chosen": -12.875258445739746,
      "logps/rejected": -33.197200775146484,
      "loss": 0.3269,
      "rewards/accuracies": 0.862500011920929,
      "rewards/chosen": 1.0666710138320923,
      "rewards/margins": 1.9351733922958374,
      "rewards/rejected": -0.8685024380683899,
      "step": 530
    },
    {
      "epoch": 9.621380846325167,
      "grad_norm": 11.428977012634277,
      "learning_rate": 1.9401983499569843e-08,
      "logits/chosen": -0.1044853925704956,
      "logits/rejected": -0.17102347314357758,
      "logps/chosen": -11.800514221191406,
      "logps/rejected": -33.656124114990234,
      "loss": 0.3398,
      "rewards/accuracies": 0.856249988079071,
      "rewards/chosen": 1.1207963228225708,
      "rewards/margins": 1.9993568658828735,
      "rewards/rejected": -0.878560483455658,
      "step": 540
    },
    {
      "epoch": 9.799554565701559,
      "grad_norm": 2.2846410274505615,
      "learning_rate": 4.855210488670381e-09,
      "logits/chosen": -0.08743849396705627,
      "logits/rejected": -0.16115520894527435,
      "logps/chosen": -11.04604434967041,
      "logps/rejected": -34.041011810302734,
      "loss": 0.3096,
      "rewards/accuracies": 0.887499988079071,
      "rewards/chosen": 1.1628315448760986,
      "rewards/margins": 2.1141316890716553,
      "rewards/rejected": -0.9513001441955566,
      "step": 550
    },
    {
      "epoch": 9.799554565701559,
      "eval_logits/chosen": -0.08727238327264786,
      "eval_logits/rejected": -0.15482930839061737,
      "eval_logps/chosen": -14.208100318908691,
      "eval_logps/rejected": -32.24625015258789,
      "eval_loss": 0.4933530390262604,
      "eval_rewards/accuracies": 0.75,
      "eval_rewards/chosen": 0.8943293690681458,
      "eval_rewards/margins": 1.5960127115249634,
      "eval_rewards/rejected": -0.7016833424568176,
      "eval_runtime": 9.7018,
      "eval_samples_per_second": 10.307,
      "eval_steps_per_second": 5.154,
      "step": 550
    },
    {
      "epoch": 9.977728285077951,
      "grad_norm": 2.3474748134613037,
      "learning_rate": 0.0,
      "logits/chosen": -0.030874544754624367,
      "logits/rejected": -0.118435338139534,
      "logps/chosen": -10.919882774353027,
      "logps/rejected": -32.95122146606445,
      "loss": 0.3123,
      "rewards/accuracies": 0.8500000238418579,
      "rewards/chosen": 1.201145052909851,
      "rewards/margins": 2.0579233169555664,
      "rewards/rejected": -0.8567783236503601,
      "step": 560
    },
    {
      "epoch": 9.977728285077951,
      "step": 560,
      "total_flos": 5.23282185018409e+16,
      "train_loss": 0.4115582968507494,
      "train_runtime": 2017.6604,
      "train_samples_per_second": 4.451,
      "train_steps_per_second": 0.278
    }
  ],
  "logging_steps": 10,
  "max_steps": 560,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 50,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 5.23282185018409e+16,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}