hugodk-sch's picture
Model save
20aa639 verified
raw
history blame
22.1 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": 55.25,
"learning_rate": 1.282051282051282e-07,
"logits/chosen": -2.7358343601226807,
"logits/rejected": -2.7480404376983643,
"logps/chosen": -27.35565757751465,
"logps/rejected": -21.06114387512207,
"loss": 1.0,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"grad_norm": 94.0,
"learning_rate": 1.282051282051282e-06,
"logits/chosen": -3.009542942047119,
"logits/rejected": -2.998302698135376,
"logps/chosen": -33.17807388305664,
"logps/rejected": -31.984642028808594,
"loss": 0.9835,
"rewards/accuracies": 0.5,
"rewards/chosen": 0.002009392250329256,
"rewards/margins": 0.016525447368621826,
"rewards/rejected": -0.014516051858663559,
"step": 10
},
{
"epoch": 0.05,
"grad_norm": 64.5,
"learning_rate": 2.564102564102564e-06,
"logits/chosen": -2.899103879928589,
"logits/rejected": -2.8936753273010254,
"logps/chosen": -32.4957160949707,
"logps/rejected": -28.984477996826172,
"loss": 1.0126,
"rewards/accuracies": 0.44999998807907104,
"rewards/chosen": -0.014431963674724102,
"rewards/margins": -0.012606342323124409,
"rewards/rejected": -0.0018256217008456588,
"step": 20
},
{
"epoch": 0.08,
"grad_norm": 62.0,
"learning_rate": 3.846153846153847e-06,
"logits/chosen": -3.0970749855041504,
"logits/rejected": -3.1094558238983154,
"logps/chosen": -32.78588104248047,
"logps/rejected": -30.1519775390625,
"loss": 0.9449,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": 0.08596263825893402,
"rewards/margins": 0.05510985851287842,
"rewards/rejected": 0.030852774158120155,
"step": 30
},
{
"epoch": 0.1,
"grad_norm": 50.5,
"learning_rate": 4.999896948438434e-06,
"logits/chosen": -2.862823486328125,
"logits/rejected": -2.853950023651123,
"logps/chosen": -31.538238525390625,
"logps/rejected": -32.37445068359375,
"loss": 0.8574,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.20445938408374786,
"rewards/margins": 0.21635785698890686,
"rewards/rejected": -0.011898472905158997,
"step": 40
},
{
"epoch": 0.13,
"grad_norm": 39.0,
"learning_rate": 4.987541037542187e-06,
"logits/chosen": -2.881490707397461,
"logits/rejected": -2.8795459270477295,
"logps/chosen": -29.380319595336914,
"logps/rejected": -30.1256046295166,
"loss": 0.8579,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.2518887519836426,
"rewards/margins": 0.2775513231754303,
"rewards/rejected": -0.025662561878561974,
"step": 50
},
{
"epoch": 0.16,
"grad_norm": 55.75,
"learning_rate": 4.954691471941119e-06,
"logits/chosen": -2.9107794761657715,
"logits/rejected": -2.912201166152954,
"logps/chosen": -29.885101318359375,
"logps/rejected": -28.084728240966797,
"loss": 0.804,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.17126679420471191,
"rewards/margins": 0.26159828901290894,
"rewards/rejected": -0.0903315395116806,
"step": 60
},
{
"epoch": 0.18,
"grad_norm": 72.0,
"learning_rate": 4.901618883413549e-06,
"logits/chosen": -2.9932219982147217,
"logits/rejected": -2.999392032623291,
"logps/chosen": -29.26175308227539,
"logps/rejected": -31.045358657836914,
"loss": 0.8981,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.013451325707137585,
"rewards/margins": 0.12094201892614365,
"rewards/rejected": -0.10749070346355438,
"step": 70
},
{
"epoch": 0.21,
"grad_norm": 61.75,
"learning_rate": 4.828760511501322e-06,
"logits/chosen": -2.808314561843872,
"logits/rejected": -2.8239831924438477,
"logps/chosen": -29.382043838500977,
"logps/rejected": -29.915264129638672,
"loss": 0.8143,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.11108281463384628,
"rewards/margins": 0.27977070212364197,
"rewards/rejected": -0.1686878651380539,
"step": 80
},
{
"epoch": 0.23,
"grad_norm": 48.75,
"learning_rate": 4.7367166013034295e-06,
"logits/chosen": -2.898421049118042,
"logits/rejected": -2.8805272579193115,
"logps/chosen": -32.720703125,
"logps/rejected": -30.371923446655273,
"loss": 0.8446,
"rewards/accuracies": 0.6625000238418579,
"rewards/chosen": 0.08101295679807663,
"rewards/margins": 0.3262065052986145,
"rewards/rejected": -0.2451934814453125,
"step": 90
},
{
"epoch": 0.26,
"grad_norm": 48.25,
"learning_rate": 4.626245458345211e-06,
"logits/chosen": -3.005709409713745,
"logits/rejected": -3.0060715675354004,
"logps/chosen": -31.795307159423828,
"logps/rejected": -30.9265193939209,
"loss": 0.8179,
"rewards/accuracies": 0.612500011920929,
"rewards/chosen": 0.18309839069843292,
"rewards/margins": 0.26034125685691833,
"rewards/rejected": -0.07724283635616302,
"step": 100
},
{
"epoch": 0.26,
"eval_logits/chosen": -2.813856840133667,
"eval_logits/rejected": -2.8111777305603027,
"eval_logps/chosen": -31.290462493896484,
"eval_logps/rejected": -34.86981201171875,
"eval_loss": 0.8994626402854919,
"eval_rewards/accuracies": 0.610049843788147,
"eval_rewards/chosen": -0.005606824532151222,
"eval_rewards/margins": 0.11455333232879639,
"eval_rewards/rejected": -0.12016014754772186,
"eval_runtime": 113.4039,
"eval_samples_per_second": 3.025,
"eval_steps_per_second": 0.379,
"step": 100
},
{
"epoch": 0.29,
"grad_norm": 73.0,
"learning_rate": 4.498257201263691e-06,
"logits/chosen": -2.9637725353240967,
"logits/rejected": -2.9400086402893066,
"logps/chosen": -31.802236557006836,
"logps/rejected": -31.42850685119629,
"loss": 0.7127,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.29019027948379517,
"rewards/margins": 0.47895127534866333,
"rewards/rejected": -0.18876102566719055,
"step": 110
},
{
"epoch": 0.31,
"grad_norm": 57.25,
"learning_rate": 4.353806263777678e-06,
"logits/chosen": -3.0474579334259033,
"logits/rejected": -3.076024055480957,
"logps/chosen": -28.733871459960938,
"logps/rejected": -34.316707611083984,
"loss": 0.7493,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.3010229170322418,
"rewards/margins": 0.41943326592445374,
"rewards/rejected": -0.11841034889221191,
"step": 120
},
{
"epoch": 0.34,
"grad_norm": 46.25,
"learning_rate": 4.1940827077152755e-06,
"logits/chosen": -2.7504048347473145,
"logits/rejected": -2.7461349964141846,
"logps/chosen": -28.568979263305664,
"logps/rejected": -30.313528060913086,
"loss": 0.7475,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": 0.28399184346199036,
"rewards/margins": 0.4097979664802551,
"rewards/rejected": -0.12580609321594238,
"step": 130
},
{
"epoch": 0.36,
"grad_norm": 40.75,
"learning_rate": 4.0204024186666215e-06,
"logits/chosen": -3.0258471965789795,
"logits/rejected": -3.022930860519409,
"logps/chosen": -27.234683990478516,
"logps/rejected": -31.9457950592041,
"loss": 0.7968,
"rewards/accuracies": 0.6000000238418579,
"rewards/chosen": 0.17608027160167694,
"rewards/margins": 0.3783981502056122,
"rewards/rejected": -0.20231786370277405,
"step": 140
},
{
"epoch": 0.39,
"grad_norm": 47.25,
"learning_rate": 3.834196265035119e-06,
"logits/chosen": -2.823291063308716,
"logits/rejected": -2.818061113357544,
"logps/chosen": -27.286752700805664,
"logps/rejected": -31.543277740478516,
"loss": 0.6353,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": 0.3771280348300934,
"rewards/margins": 0.6008729934692383,
"rewards/rejected": -0.22374498844146729,
"step": 150
},
{
"epoch": 0.42,
"grad_norm": 61.0,
"learning_rate": 3.636998309800573e-06,
"logits/chosen": -3.141061305999756,
"logits/rejected": -3.1238036155700684,
"logps/chosen": -31.78842544555664,
"logps/rejected": -29.447246551513672,
"loss": 0.5473,
"rewards/accuracies": 0.699999988079071,
"rewards/chosen": 0.4923074245452881,
"rewards/margins": 0.8195418119430542,
"rewards/rejected": -0.32723429799079895,
"step": 160
},
{
"epoch": 0.44,
"grad_norm": 47.25,
"learning_rate": 3.4304331721118078e-06,
"logits/chosen": -2.9534718990325928,
"logits/rejected": -2.960083484649658,
"logps/chosen": -29.32253074645996,
"logps/rejected": -31.597339630126953,
"loss": 0.5934,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.40046125650405884,
"rewards/margins": 0.7489619255065918,
"rewards/rejected": -0.34850066900253296,
"step": 170
},
{
"epoch": 0.47,
"grad_norm": 51.0,
"learning_rate": 3.2162026428305436e-06,
"logits/chosen": -2.8042290210723877,
"logits/rejected": -2.801795244216919,
"logps/chosen": -29.153839111328125,
"logps/rejected": -30.13584327697754,
"loss": 0.6384,
"rewards/accuracies": 0.7250000238418579,
"rewards/chosen": 0.36120903491973877,
"rewards/margins": 0.618577778339386,
"rewards/rejected": -0.2573687434196472,
"step": 180
},
{
"epoch": 0.49,
"grad_norm": 31.125,
"learning_rate": 2.996071664294641e-06,
"logits/chosen": -2.9180445671081543,
"logits/rejected": -2.914367914199829,
"logps/chosen": -29.715240478515625,
"logps/rejected": -28.60836410522461,
"loss": 0.7637,
"rewards/accuracies": 0.6499999761581421,
"rewards/chosen": 0.33003363013267517,
"rewards/margins": 0.5056184530258179,
"rewards/rejected": -0.1755848377943039,
"step": 190
},
{
"epoch": 0.52,
"grad_norm": 46.0,
"learning_rate": 2.7718537898066833e-06,
"logits/chosen": -2.987438201904297,
"logits/rejected": -2.97584867477417,
"logps/chosen": -32.835445404052734,
"logps/rejected": -30.47810935974121,
"loss": 0.7257,
"rewards/accuracies": 0.675000011920929,
"rewards/chosen": 0.6045005917549133,
"rewards/margins": 0.6353167295455933,
"rewards/rejected": -0.030816053971648216,
"step": 200
},
{
"epoch": 0.52,
"eval_logits/chosen": -2.8270444869995117,
"eval_logits/rejected": -2.8244259357452393,
"eval_logps/chosen": -31.380773544311523,
"eval_logps/rejected": -34.95420837402344,
"eval_loss": 0.9027834534645081,
"eval_rewards/accuracies": 0.5573089718818665,
"eval_rewards/chosen": -0.06882722675800323,
"eval_rewards/margins": 0.11040809750556946,
"eval_rewards/rejected": -0.1792353093624115,
"eval_runtime": 113.148,
"eval_samples_per_second": 3.031,
"eval_steps_per_second": 0.38,
"step": 200
},
{
"epoch": 0.55,
"grad_norm": 56.25,
"learning_rate": 2.5453962426402006e-06,
"logits/chosen": -2.9236907958984375,
"logits/rejected": -2.9235434532165527,
"logps/chosen": -32.24640655517578,
"logps/rejected": -34.160125732421875,
"loss": 0.5593,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.5509027242660522,
"rewards/margins": 0.7599622011184692,
"rewards/rejected": -0.2090594321489334,
"step": 210
},
{
"epoch": 0.57,
"grad_norm": 42.25,
"learning_rate": 2.3185646976551794e-06,
"logits/chosen": -2.90382981300354,
"logits/rejected": -2.9191505908966064,
"logps/chosen": -29.37839698791504,
"logps/rejected": -28.82822036743164,
"loss": 0.6297,
"rewards/accuracies": 0.7124999761581421,
"rewards/chosen": 0.5597518682479858,
"rewards/margins": 0.7697170972824097,
"rewards/rejected": -0.20996519923210144,
"step": 220
},
{
"epoch": 0.6,
"grad_norm": 44.5,
"learning_rate": 2.0932279108998323e-06,
"logits/chosen": -2.9497718811035156,
"logits/rejected": -2.954267740249634,
"logps/chosen": -30.704570770263672,
"logps/rejected": -32.00530242919922,
"loss": 0.7476,
"rewards/accuracies": 0.625,
"rewards/chosen": 0.3131088614463806,
"rewards/margins": 0.48611265420913696,
"rewards/rejected": -0.17300380766391754,
"step": 230
},
{
"epoch": 0.62,
"grad_norm": 41.75,
"learning_rate": 1.8712423238279358e-06,
"logits/chosen": -3.004119396209717,
"logits/rejected": -3.012087106704712,
"logps/chosen": -30.007003784179688,
"logps/rejected": -30.454036712646484,
"loss": 0.4699,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.6285442113876343,
"rewards/margins": 0.7816993594169617,
"rewards/rejected": -0.15315520763397217,
"step": 240
},
{
"epoch": 0.65,
"grad_norm": 48.25,
"learning_rate": 1.6544367689701824e-06,
"logits/chosen": -2.8357105255126953,
"logits/rejected": -2.825700283050537,
"logps/chosen": -26.410411834716797,
"logps/rejected": -29.5693416595459,
"loss": 0.719,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.3806636929512024,
"rewards/margins": 0.40705281496047974,
"rewards/rejected": -0.02638910338282585,
"step": 250
},
{
"epoch": 0.68,
"grad_norm": 19.25,
"learning_rate": 1.4445974030621963e-06,
"logits/chosen": -2.817229747772217,
"logits/rejected": -2.837646245956421,
"logps/chosen": -28.973642349243164,
"logps/rejected": -34.52573013305664,
"loss": 0.5428,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 0.599422812461853,
"rewards/margins": 0.8455693125724792,
"rewards/rejected": -0.24614660441875458,
"step": 260
},
{
"epoch": 0.7,
"grad_norm": 62.25,
"learning_rate": 1.243452991757889e-06,
"logits/chosen": -2.959622859954834,
"logits/rejected": -2.9659740924835205,
"logps/chosen": -30.064538955688477,
"logps/rejected": -30.272811889648438,
"loss": 0.534,
"rewards/accuracies": 0.800000011920929,
"rewards/chosen": 0.5017729997634888,
"rewards/margins": 0.7870587110519409,
"rewards/rejected": -0.28528574109077454,
"step": 270
},
{
"epoch": 0.73,
"grad_norm": 31.75,
"learning_rate": 1.0526606671603523e-06,
"logits/chosen": -2.974242687225342,
"logits/rejected": -2.960573673248291,
"logps/chosen": -30.0527400970459,
"logps/rejected": -28.732250213623047,
"loss": 0.7261,
"rewards/accuracies": 0.7749999761581421,
"rewards/chosen": 0.4682597219944,
"rewards/margins": 0.5388898253440857,
"rewards/rejected": -0.07063011080026627,
"step": 280
},
{
"epoch": 0.75,
"grad_norm": 32.25,
"learning_rate": 8.737922755071455e-07,
"logits/chosen": -2.901106595993042,
"logits/rejected": -2.8834261894226074,
"logps/chosen": -31.619491577148438,
"logps/rejected": -31.00750160217285,
"loss": 0.4327,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.7117676734924316,
"rewards/margins": 1.0507009029388428,
"rewards/rejected": -0.3389332592487335,
"step": 290
},
{
"epoch": 0.78,
"grad_norm": 43.5,
"learning_rate": 7.08321427484816e-07,
"logits/chosen": -2.9032962322235107,
"logits/rejected": -2.8999171257019043,
"logps/chosen": -31.358158111572266,
"logps/rejected": -27.814193725585938,
"loss": 0.6308,
"rewards/accuracies": 0.737500011920929,
"rewards/chosen": 0.6051477789878845,
"rewards/margins": 0.7525756359100342,
"rewards/rejected": -0.14742788672447205,
"step": 300
},
{
"epoch": 0.78,
"eval_logits/chosen": -2.8207788467407227,
"eval_logits/rejected": -2.8184332847595215,
"eval_logps/chosen": -31.37415885925293,
"eval_logps/rejected": -34.95107650756836,
"eval_loss": 0.9011654257774353,
"eval_rewards/accuracies": 0.565614640712738,
"eval_rewards/chosen": -0.06419765949249268,
"eval_rewards/margins": 0.11284750699996948,
"eval_rewards/rejected": -0.17704515159130096,
"eval_runtime": 113.1332,
"eval_samples_per_second": 3.032,
"eval_steps_per_second": 0.38,
"step": 300
},
{
"epoch": 0.81,
"grad_norm": 52.0,
"learning_rate": 5.576113578589035e-07,
"logits/chosen": -2.7831432819366455,
"logits/rejected": -2.801016092300415,
"logps/chosen": -28.50387191772461,
"logps/rejected": -31.167369842529297,
"loss": 0.4507,
"rewards/accuracies": 0.862500011920929,
"rewards/chosen": 0.5078839659690857,
"rewards/margins": 0.8126392364501953,
"rewards/rejected": -0.30475518107414246,
"step": 310
},
{
"epoch": 0.83,
"grad_norm": 31.625,
"learning_rate": 4.229036944380913e-07,
"logits/chosen": -3.029501438140869,
"logits/rejected": -3.0155110359191895,
"logps/chosen": -29.30743408203125,
"logps/rejected": -28.680965423583984,
"loss": 0.4592,
"rewards/accuracies": 0.8374999761581421,
"rewards/chosen": 0.6329048871994019,
"rewards/margins": 0.8864381909370422,
"rewards/rejected": -0.25353336334228516,
"step": 320
},
{
"epoch": 0.86,
"grad_norm": 17.0,
"learning_rate": 3.053082288996112e-07,
"logits/chosen": -2.943554401397705,
"logits/rejected": -2.925654888153076,
"logps/chosen": -27.233322143554688,
"logps/rejected": -30.869421005249023,
"loss": 0.4325,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 0.7901242971420288,
"rewards/margins": 1.1245664358139038,
"rewards/rejected": -0.33444222807884216,
"step": 330
},
{
"epoch": 0.88,
"grad_norm": 53.5,
"learning_rate": 2.0579377374915805e-07,
"logits/chosen": -3.1611580848693848,
"logits/rejected": -3.167454242706299,
"logps/chosen": -30.857864379882812,
"logps/rejected": -33.212623596191406,
"loss": 0.4854,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.546938955783844,
"rewards/margins": 0.908575177192688,
"rewards/rejected": -0.3616361618041992,
"step": 340
},
{
"epoch": 0.91,
"grad_norm": 40.0,
"learning_rate": 1.2518018074041684e-07,
"logits/chosen": -3.037867546081543,
"logits/rejected": -3.040760040283203,
"logps/chosen": -29.823516845703125,
"logps/rejected": -31.82476806640625,
"loss": 0.5086,
"rewards/accuracies": 0.762499988079071,
"rewards/chosen": 0.6883540153503418,
"rewards/margins": 0.9063750505447388,
"rewards/rejected": -0.21802091598510742,
"step": 350
},
{
"epoch": 0.94,
"grad_norm": 41.5,
"learning_rate": 6.41315865106129e-08,
"logits/chosen": -2.877352476119995,
"logits/rejected": -2.878804922103882,
"logps/chosen": -27.442968368530273,
"logps/rejected": -30.033910751342773,
"loss": 0.4586,
"rewards/accuracies": 0.824999988079071,
"rewards/chosen": 0.8447319865226746,
"rewards/margins": 0.986809253692627,
"rewards/rejected": -0.1420772522687912,
"step": 360
},
{
"epoch": 0.96,
"grad_norm": 66.5,
"learning_rate": 2.3150941078050325e-08,
"logits/chosen": -2.9520726203918457,
"logits/rejected": -2.949944257736206,
"logps/chosen": -29.80544090270996,
"logps/rejected": -32.19409942626953,
"loss": 0.5126,
"rewards/accuracies": 0.7875000238418579,
"rewards/chosen": 0.6868453025817871,
"rewards/margins": 0.873086154460907,
"rewards/rejected": -0.1862407922744751,
"step": 370
},
{
"epoch": 0.99,
"grad_norm": 49.5,
"learning_rate": 2.575864278703266e-09,
"logits/chosen": -2.908616542816162,
"logits/rejected": -2.890885829925537,
"logps/chosen": -28.092891693115234,
"logps/rejected": -28.3051700592041,
"loss": 0.4503,
"rewards/accuracies": 0.8500000238418579,
"rewards/chosen": 0.5965021252632141,
"rewards/margins": 0.8873867988586426,
"rewards/rejected": -0.290884792804718,
"step": 380
},
{
"epoch": 1.0,
"step": 385,
"total_flos": 0.0,
"train_loss": 0.6684874992866021,
"train_runtime": 2718.5428,
"train_samples_per_second": 1.133,
"train_steps_per_second": 0.142
}
],
"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
}