ap-normistral-7b-align-scan / trainer_state.json
hugodk-sch's picture
Model save
a9f1e80 verified
raw
history blame
22 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 385,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"grad_norm": 164.0,
"learning_rate": 1.282051282051282e-07,
"logits/chosen": 88.18099975585938,
"logits/rejected": 88.25153350830078,
"logps/chosen": -29.073104858398438,
"logps/rejected": -26.25731658935547,
"loss": 0.3906,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"grad_norm": 338.0,
"learning_rate": 1.282051282051282e-06,
"logits/chosen": 81.08870697021484,
"logits/rejected": 80.791259765625,
"logps/chosen": -34.342586517333984,
"logps/rejected": -33.04642105102539,
"loss": 1.0826,
"rewards/accuracies": 0.4444444477558136,
"rewards/chosen": -0.08069034665822983,
"rewards/margins": -0.010280769318342209,
"rewards/rejected": -0.07040956616401672,
"step": 10
},
{
"epoch": 0.05,
"grad_norm": 192.0,
"learning_rate": 2.564102564102564e-06,
"logits/chosen": 80.631591796875,
"logits/rejected": 80.52144622802734,
"logps/chosen": -33.67961883544922,
"logps/rejected": -30.759857177734375,
"loss": 1.1487,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": 0.008231614716351032,
"rewards/margins": -0.005876022391021252,
"rewards/rejected": 0.014107631519436836,
"step": 20
},
{
"epoch": 0.08,
"grad_norm": 320.0,
"learning_rate": 3.846153846153847e-06,
"logits/chosen": 82.36092376708984,
"logits/rejected": 82.38922882080078,
"logps/chosen": -33.96755599975586,
"logps/rejected": -31.327926635742188,
"loss": 1.3772,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": 0.03620918095111847,
"rewards/margins": -0.04051407054066658,
"rewards/rejected": 0.07672326266765594,
"step": 30
},
{
"epoch": 0.1,
"grad_norm": 616.0,
"learning_rate": 4.999896948438434e-06,
"logits/chosen": 80.7266616821289,
"logits/rejected": 80.72164154052734,
"logps/chosen": -33.125850677490234,
"logps/rejected": -33.346900939941406,
"loss": 2.0081,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": 0.03856855630874634,
"rewards/margins": 0.02127004601061344,
"rewards/rejected": 0.017298510298132896,
"step": 40
},
{
"epoch": 0.13,
"grad_norm": 173.0,
"learning_rate": 4.987541037542187e-06,
"logits/chosen": 78.16896057128906,
"logits/rejected": 78.18494415283203,
"logps/chosen": -31.25204849243164,
"logps/rejected": -31.230030059814453,
"loss": 1.2803,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.037441618740558624,
"rewards/margins": 0.08795086294412613,
"rewards/rejected": -0.12539246678352356,
"step": 50
},
{
"epoch": 0.16,
"grad_norm": 270.0,
"learning_rate": 4.954691471941119e-06,
"logits/chosen": 82.7291259765625,
"logits/rejected": 82.77815246582031,
"logps/chosen": -31.22023582458496,
"logps/rejected": -29.69997787475586,
"loss": 1.5003,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": -0.0360613577067852,
"rewards/margins": 0.05150580406188965,
"rewards/rejected": -0.08756714314222336,
"step": 60
},
{
"epoch": 0.18,
"grad_norm": 648.0,
"learning_rate": 4.901618883413549e-06,
"logits/chosen": 83.51155090332031,
"logits/rejected": 83.56068420410156,
"logps/chosen": -30.490299224853516,
"logps/rejected": -32.93412780761719,
"loss": 1.9177,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": 0.11098086833953857,
"rewards/margins": 0.028119858354330063,
"rewards/rejected": 0.08286102861166,
"step": 70
},
{
"epoch": 0.21,
"grad_norm": 294.0,
"learning_rate": 4.828760511501322e-06,
"logits/chosen": 81.31900787353516,
"logits/rejected": 81.31642150878906,
"logps/chosen": -31.447376251220703,
"logps/rejected": -30.629833221435547,
"loss": 2.0412,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": 0.04605206102132797,
"rewards/margins": -0.05619793012738228,
"rewards/rejected": 0.10225000232458115,
"step": 80
},
{
"epoch": 0.23,
"grad_norm": 260.0,
"learning_rate": 4.7367166013034295e-06,
"logits/chosen": 78.35929870605469,
"logits/rejected": 78.31613159179688,
"logps/chosen": -32.67215347290039,
"logps/rejected": -31.034778594970703,
"loss": 2.0579,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -0.027179216966032982,
"rewards/margins": 0.039463870227336884,
"rewards/rejected": -0.06664308160543442,
"step": 90
},
{
"epoch": 0.26,
"grad_norm": 168.0,
"learning_rate": 4.626245458345211e-06,
"logits/chosen": 83.58841705322266,
"logits/rejected": 83.63834381103516,
"logps/chosen": -34.13097381591797,
"logps/rejected": -31.874624252319336,
"loss": 1.5488,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.13921667635440826,
"rewards/margins": 0.2384806126356125,
"rewards/rejected": -0.09926395863294601,
"step": 100
},
{
"epoch": 0.26,
"eval_logits/chosen": 98.81468963623047,
"eval_logits/rejected": 98.80232238769531,
"eval_logps/chosen": -32.53538513183594,
"eval_logps/rejected": -36.158119201660156,
"eval_loss": 1.7742832899093628,
"eval_rewards/accuracies": 0.5377907156944275,
"eval_rewards/chosen": -0.07376820594072342,
"eval_rewards/margins": 0.0795043483376503,
"eval_rewards/rejected": -0.1532725691795349,
"eval_runtime": 104.2041,
"eval_samples_per_second": 3.292,
"eval_steps_per_second": 0.413,
"step": 100
},
{
"epoch": 0.29,
"grad_norm": 304.0,
"learning_rate": 4.498257201263691e-06,
"logits/chosen": 83.73497009277344,
"logits/rejected": 83.63249206542969,
"logps/chosen": -32.8060417175293,
"logps/rejected": -32.912742614746094,
"loss": 3.7056,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.17341332137584686,
"rewards/margins": 0.3788934051990509,
"rewards/rejected": -0.20548005402088165,
"step": 110
},
{
"epoch": 0.31,
"grad_norm": 326.0,
"learning_rate": 4.353806263777678e-06,
"logits/chosen": 83.89222717285156,
"logits/rejected": 84.00482940673828,
"logps/chosen": -28.764019012451172,
"logps/rejected": -35.54996109008789,
"loss": 1.7008,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.13245216012001038,
"rewards/margins": 0.20510384440422058,
"rewards/rejected": -0.0726516991853714,
"step": 120
},
{
"epoch": 0.34,
"grad_norm": 190.0,
"learning_rate": 4.1940827077152755e-06,
"logits/chosen": 81.15211486816406,
"logits/rejected": 81.18699645996094,
"logps/chosen": -30.555667877197266,
"logps/rejected": -32.08338928222656,
"loss": 2.0248,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.281352162361145,
"rewards/margins": 0.4027627110481262,
"rewards/rejected": -0.1214105486869812,
"step": 130
},
{
"epoch": 0.36,
"grad_norm": 193.0,
"learning_rate": 4.0204024186666215e-06,
"logits/chosen": 82.7738037109375,
"logits/rejected": 82.75199890136719,
"logps/chosen": -27.381637573242188,
"logps/rejected": -32.79624938964844,
"loss": 2.9965,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.05254943296313286,
"rewards/margins": 0.3508468568325043,
"rewards/rejected": -0.2982974350452423,
"step": 140
},
{
"epoch": 0.39,
"grad_norm": 320.0,
"learning_rate": 3.834196265035119e-06,
"logits/chosen": 81.73448181152344,
"logits/rejected": 81.72250366210938,
"logps/chosen": -29.080272674560547,
"logps/rejected": -32.661338806152344,
"loss": 2.5467,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.2470671832561493,
"rewards/margins": 0.32294052839279175,
"rewards/rejected": -0.07587336003780365,
"step": 150
},
{
"epoch": 0.42,
"grad_norm": 470.0,
"learning_rate": 3.636998309800573e-06,
"logits/chosen": 83.80685424804688,
"logits/rejected": 83.82804870605469,
"logps/chosen": -33.54126739501953,
"logps/rejected": -29.94925880432129,
"loss": 3.6642,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.4763854444026947,
"rewards/margins": 0.4737597107887268,
"rewards/rejected": 0.002625748049467802,
"step": 160
},
{
"epoch": 0.44,
"grad_norm": 410.0,
"learning_rate": 3.4304331721118078e-06,
"logits/chosen": 84.45747375488281,
"logits/rejected": 84.39142608642578,
"logps/chosen": -30.8850040435791,
"logps/rejected": -32.122833251953125,
"loss": 2.1347,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.2994261682033539,
"rewards/margins": 0.38164275884628296,
"rewards/rejected": -0.08221657574176788,
"step": 170
},
{
"epoch": 0.47,
"grad_norm": 338.0,
"learning_rate": 3.2162026428305436e-06,
"logits/chosen": 82.16630554199219,
"logits/rejected": 82.15303802490234,
"logps/chosen": -30.96017837524414,
"logps/rejected": -31.404443740844727,
"loss": 2.1896,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.189576655626297,
"rewards/margins": 0.38736575841903687,
"rewards/rejected": -0.19778910279273987,
"step": 180
},
{
"epoch": 0.49,
"grad_norm": 260.0,
"learning_rate": 2.996071664294641e-06,
"logits/chosen": 84.08841705322266,
"logits/rejected": 84.07431030273438,
"logps/chosen": -31.131977081298828,
"logps/rejected": -30.759252548217773,
"loss": 2.7916,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -0.29245084524154663,
"rewards/margins": -0.059467971324920654,
"rewards/rejected": -0.2329828441143036,
"step": 190
},
{
"epoch": 0.52,
"grad_norm": 478.0,
"learning_rate": 2.7718537898066833e-06,
"logits/chosen": 79.57664489746094,
"logits/rejected": 79.53712463378906,
"logps/chosen": -34.537757873535156,
"logps/rejected": -32.43874740600586,
"loss": 3.6133,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": 0.17198507487773895,
"rewards/margins": 0.12826156616210938,
"rewards/rejected": 0.04372352734208107,
"step": 200
},
{
"epoch": 0.52,
"eval_logits/chosen": 99.06522369384766,
"eval_logits/rejected": 99.04875183105469,
"eval_logps/chosen": -32.56056213378906,
"eval_logps/rejected": -36.141395568847656,
"eval_loss": 1.8921738862991333,
"eval_rewards/accuracies": 0.5166113376617432,
"eval_rewards/chosen": -0.09390944987535477,
"eval_rewards/margins": 0.045985639095306396,
"eval_rewards/rejected": -0.13989506661891937,
"eval_runtime": 103.9514,
"eval_samples_per_second": 3.3,
"eval_steps_per_second": 0.414,
"step": 200
},
{
"epoch": 0.55,
"grad_norm": 414.0,
"learning_rate": 2.5453962426402006e-06,
"logits/chosen": 82.20321655273438,
"logits/rejected": 82.10101318359375,
"logps/chosen": -33.50377655029297,
"logps/rejected": -34.905250549316406,
"loss": 3.0392,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.3535541892051697,
"rewards/margins": 0.28887811303138733,
"rewards/rejected": 0.06467613577842712,
"step": 210
},
{
"epoch": 0.57,
"grad_norm": 227.0,
"learning_rate": 2.3185646976551794e-06,
"logits/chosen": 84.46163177490234,
"logits/rejected": 84.5374526977539,
"logps/chosen": -31.67867088317871,
"logps/rejected": -30.870431900024414,
"loss": 2.5301,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": 0.21622808277606964,
"rewards/margins": 0.32940909266471863,
"rewards/rejected": -0.11318100988864899,
"step": 220
},
{
"epoch": 0.6,
"grad_norm": 256.0,
"learning_rate": 2.0932279108998323e-06,
"logits/chosen": 81.72822570800781,
"logits/rejected": 81.78887939453125,
"logps/chosen": -32.73725128173828,
"logps/rejected": -33.852149963378906,
"loss": 3.0508,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.0547933354973793,
"rewards/margins": -0.07320666313171387,
"rewards/rejected": 0.12799999117851257,
"step": 230
},
{
"epoch": 0.62,
"grad_norm": 264.0,
"learning_rate": 1.8712423238279358e-06,
"logits/chosen": 84.00396728515625,
"logits/rejected": 84.2620620727539,
"logps/chosen": -31.22537612915039,
"logps/rejected": -31.510395050048828,
"loss": 4.0684,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.3701513409614563,
"rewards/margins": 0.3528321385383606,
"rewards/rejected": 0.017319146543741226,
"step": 240
},
{
"epoch": 0.65,
"grad_norm": 185.0,
"learning_rate": 1.6544367689701824e-06,
"logits/chosen": 82.73152160644531,
"logits/rejected": 82.81182098388672,
"logps/chosen": -27.366741180419922,
"logps/rejected": -29.901432037353516,
"loss": 1.8356,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.18332336843013763,
"rewards/margins": 0.18387673795223236,
"rewards/rejected": -0.0005533635849133134,
"step": 250
},
{
"epoch": 0.68,
"grad_norm": 1064.0,
"learning_rate": 1.4445974030621963e-06,
"logits/chosen": 80.05500793457031,
"logits/rejected": 80.20561218261719,
"logps/chosen": -31.206958770751953,
"logps/rejected": -35.96382522583008,
"loss": 3.0499,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": 0.283230721950531,
"rewards/margins": 0.17298570275306702,
"rewards/rejected": 0.1102449893951416,
"step": 260
},
{
"epoch": 0.7,
"grad_norm": 253.0,
"learning_rate": 1.243452991757889e-06,
"logits/chosen": 79.4796142578125,
"logits/rejected": 79.51309967041016,
"logps/chosen": -31.116466522216797,
"logps/rejected": -31.364765167236328,
"loss": 2.1069,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.5299628376960754,
"rewards/margins": 0.4174376428127289,
"rewards/rejected": 0.11252517998218536,
"step": 270
},
{
"epoch": 0.73,
"grad_norm": 536.0,
"learning_rate": 1.0526606671603523e-06,
"logits/chosen": 81.92121124267578,
"logits/rejected": 81.70929718017578,
"logps/chosen": -31.43599510192871,
"logps/rejected": -29.533435821533203,
"loss": 2.4746,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.29911860823631287,
"rewards/margins": 0.1922709196805954,
"rewards/rejected": 0.10684768110513687,
"step": 280
},
{
"epoch": 0.75,
"grad_norm": 426.0,
"learning_rate": 8.737922755071455e-07,
"logits/chosen": 82.15860748291016,
"logits/rejected": 82.0548324584961,
"logps/chosen": -33.60521697998047,
"logps/rejected": -31.876062393188477,
"loss": 3.1769,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.3992280066013336,
"rewards/margins": 0.2865853011608124,
"rewards/rejected": 0.11264270544052124,
"step": 290
},
{
"epoch": 0.78,
"grad_norm": 288.0,
"learning_rate": 7.08321427484816e-07,
"logits/chosen": 77.75070190429688,
"logits/rejected": 77.80924224853516,
"logps/chosen": -32.97479248046875,
"logps/rejected": -28.991891860961914,
"loss": 2.1193,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.34473174810409546,
"rewards/margins": 0.25662440061569214,
"rewards/rejected": 0.08810728043317795,
"step": 300
},
{
"epoch": 0.78,
"eval_logits/chosen": 98.99166870117188,
"eval_logits/rejected": 98.98554229736328,
"eval_logps/chosen": -32.376094818115234,
"eval_logps/rejected": -35.87874221801758,
"eval_loss": 1.593911051750183,
"eval_rewards/accuracies": 0.5191029906272888,
"eval_rewards/chosen": 0.05366762727499008,
"eval_rewards/margins": -0.01655910350382328,
"eval_rewards/rejected": 0.07022672146558762,
"eval_runtime": 104.0583,
"eval_samples_per_second": 3.296,
"eval_steps_per_second": 0.413,
"step": 300
},
{
"epoch": 0.81,
"grad_norm": 211.0,
"learning_rate": 5.576113578589035e-07,
"logits/chosen": 84.67102813720703,
"logits/rejected": 84.72035217285156,
"logps/chosen": -30.487579345703125,
"logps/rejected": -32.10687255859375,
"loss": 2.1669,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.3007642328739166,
"rewards/margins": 0.22645199298858643,
"rewards/rejected": 0.0743122547864914,
"step": 310
},
{
"epoch": 0.83,
"grad_norm": 220.0,
"learning_rate": 4.229036944380913e-07,
"logits/chosen": 82.1921615600586,
"logits/rejected": 82.18672943115234,
"logps/chosen": -31.139236450195312,
"logps/rejected": -28.77066421508789,
"loss": 1.4103,
"rewards/accuracies": 0.5874999761581421,
"rewards/chosen": 0.36746180057525635,
"rewards/margins": 0.2483980655670166,
"rewards/rejected": 0.11906375735998154,
"step": 320
},
{
"epoch": 0.86,
"grad_norm": 246.0,
"learning_rate": 3.053082288996112e-07,
"logits/chosen": 79.607177734375,
"logits/rejected": 79.65017700195312,
"logps/chosen": -29.744531631469727,
"logps/rejected": -32.44166564941406,
"loss": 1.7227,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.4864615797996521,
"rewards/margins": 0.3319019079208374,
"rewards/rejected": 0.15455973148345947,
"step": 330
},
{
"epoch": 0.88,
"grad_norm": 448.0,
"learning_rate": 2.0579377374915805e-07,
"logits/chosen": 83.59193420410156,
"logits/rejected": 83.5968017578125,
"logps/chosen": -32.50049591064453,
"logps/rejected": -33.3798828125,
"loss": 3.0512,
"rewards/accuracies": 0.6875,
"rewards/chosen": 0.5693238973617554,
"rewards/margins": 0.5782763361930847,
"rewards/rejected": -0.008952394127845764,
"step": 340
},
{
"epoch": 0.91,
"grad_norm": 304.0,
"learning_rate": 1.2518018074041684e-07,
"logits/chosen": 82.85350036621094,
"logits/rejected": 82.85616302490234,
"logps/chosen": -33.243656158447266,
"logps/rejected": -33.08414840698242,
"loss": 1.7389,
"rewards/accuracies": 0.5375000238418579,
"rewards/chosen": 0.3200667202472687,
"rewards/margins": 0.31394660472869873,
"rewards/rejected": 0.006120128557085991,
"step": 350
},
{
"epoch": 0.94,
"grad_norm": 120.5,
"learning_rate": 6.41315865106129e-08,
"logits/chosen": 84.1597900390625,
"logits/rejected": 84.19812774658203,
"logps/chosen": -28.9798526763916,
"logps/rejected": -31.50480079650879,
"loss": 1.7363,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.4578874111175537,
"rewards/margins": 0.3418472409248352,
"rewards/rejected": 0.11604013293981552,
"step": 360
},
{
"epoch": 0.96,
"grad_norm": 392.0,
"learning_rate": 2.3150941078050325e-08,
"logits/chosen": 83.60018157958984,
"logits/rejected": 83.62623596191406,
"logps/chosen": -32.55873489379883,
"logps/rejected": -34.760498046875,
"loss": 2.6656,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": 0.25394394993782043,
"rewards/margins": -0.025154482573270798,
"rewards/rejected": 0.2790984511375427,
"step": 370
},
{
"epoch": 0.99,
"grad_norm": 338.0,
"learning_rate": 2.575864278703266e-09,
"logits/chosen": 77.67994689941406,
"logits/rejected": 77.54925537109375,
"logps/chosen": -30.067230224609375,
"logps/rejected": -27.904937744140625,
"loss": 2.1564,
"rewards/accuracies": 0.550000011920929,
"rewards/chosen": 0.4071175158023834,
"rewards/margins": 0.20260827243328094,
"rewards/rejected": 0.20450922846794128,
"step": 380
},
{
"epoch": 1.0,
"step": 385,
"total_flos": 0.0,
"train_loss": 2.2952296467570514,
"train_runtime": 2556.4368,
"train_samples_per_second": 1.204,
"train_steps_per_second": 0.151
}
],
"logging_steps": 10,
"max_steps": 385,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}