math_phi3_simpo_40_0 / checkpoint-36 /trainer_state.json
lzc0525's picture
Upload folder using huggingface_hub
1e9aa82 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.47426924660354053,
"eval_steps": 500,
"global_step": 36,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.013174145738987238,
"grad_norm": 0.7230468392372131,
"learning_rate": 1.25e-07,
"logits/chosen": 9.993395805358887,
"logits/rejected": 10.444890022277832,
"logps/chosen": -0.8203260898590088,
"logps/rejected": -0.8579692840576172,
"loss": 1.4012,
"rewards/accuracies": 0.546875,
"rewards/chosen": -1.6406521797180176,
"rewards/margins": 0.07528629899024963,
"rewards/rejected": -1.7159385681152344,
"step": 1
},
{
"epoch": 0.026348291477974475,
"grad_norm": 1.0001572370529175,
"learning_rate": 2.5e-07,
"logits/chosen": 10.52372932434082,
"logits/rejected": 10.788372993469238,
"logps/chosen": -0.8189243078231812,
"logps/rejected": -0.9178226590156555,
"loss": 1.2834,
"rewards/accuracies": 0.625,
"rewards/chosen": -1.6378486156463623,
"rewards/margins": 0.19779649376869202,
"rewards/rejected": -1.835645318031311,
"step": 2
},
{
"epoch": 0.03952243721696171,
"grad_norm": 0.979387640953064,
"learning_rate": 3.75e-07,
"logits/chosen": 10.042590141296387,
"logits/rejected": 10.521858215332031,
"logps/chosen": -0.917183518409729,
"logps/rejected": -0.9847703576087952,
"loss": 1.3664,
"rewards/accuracies": 0.5546875,
"rewards/chosen": -1.834367036819458,
"rewards/margins": 0.13517364859580994,
"rewards/rejected": -1.9695407152175903,
"step": 3
},
{
"epoch": 0.05269658295594895,
"grad_norm": 1.867851972579956,
"learning_rate": 5e-07,
"logits/chosen": 10.141695022583008,
"logits/rejected": 10.483091354370117,
"logps/chosen": -0.8512520790100098,
"logps/rejected": -0.8865377902984619,
"loss": 1.4018,
"rewards/accuracies": 0.546875,
"rewards/chosen": -1.7025041580200195,
"rewards/margins": 0.0705714151263237,
"rewards/rejected": -1.7730755805969238,
"step": 4
},
{
"epoch": 0.06587072869493618,
"grad_norm": 0.5915809273719788,
"learning_rate": 6.249999999999999e-07,
"logits/chosen": 10.462024688720703,
"logits/rejected": 11.114532470703125,
"logps/chosen": -0.7721583247184753,
"logps/rejected": -0.7985925078392029,
"loss": 1.3829,
"rewards/accuracies": 0.5625,
"rewards/chosen": -1.5443166494369507,
"rewards/margins": 0.052868396043777466,
"rewards/rejected": -1.5971850156784058,
"step": 5
},
{
"epoch": 0.07904487443392343,
"grad_norm": 0.6252888441085815,
"learning_rate": 7.5e-07,
"logits/chosen": 10.718672752380371,
"logits/rejected": 11.112823486328125,
"logps/chosen": -0.8559192419052124,
"logps/rejected": -0.9305768013000488,
"loss": 1.3618,
"rewards/accuracies": 0.5859375,
"rewards/chosen": -1.7118384838104248,
"rewards/margins": 0.1493152379989624,
"rewards/rejected": -1.8611536026000977,
"step": 6
},
{
"epoch": 0.09221902017291066,
"grad_norm": 0.7208986878395081,
"learning_rate": 8.75e-07,
"logits/chosen": 9.864439010620117,
"logits/rejected": 10.09216022491455,
"logps/chosen": -0.7553099393844604,
"logps/rejected": -0.8098596930503845,
"loss": 1.3613,
"rewards/accuracies": 0.5859375,
"rewards/chosen": -1.510619878768921,
"rewards/margins": 0.10909969359636307,
"rewards/rejected": -1.619719386100769,
"step": 7
},
{
"epoch": 0.1053931659118979,
"grad_norm": 1.6331408023834229,
"learning_rate": 1e-06,
"logits/chosen": 10.65585994720459,
"logits/rejected": 11.107338905334473,
"logps/chosen": -0.774090051651001,
"logps/rejected": -0.8291972279548645,
"loss": 1.3462,
"rewards/accuracies": 0.625,
"rewards/chosen": -1.548180103302002,
"rewards/margins": 0.11021438986063004,
"rewards/rejected": -1.658394455909729,
"step": 8
},
{
"epoch": 0.11856731165088513,
"grad_norm": 1.0860488414764404,
"learning_rate": 9.994504457428556e-07,
"logits/chosen": 10.446334838867188,
"logits/rejected": 10.82742691040039,
"logps/chosen": -0.938445508480072,
"logps/rejected": -0.8894600868225098,
"loss": 1.5125,
"rewards/accuracies": 0.53125,
"rewards/chosen": -1.876891016960144,
"rewards/margins": -0.09797099232673645,
"rewards/rejected": -1.7789201736450195,
"step": 9
},
{
"epoch": 0.13174145738987236,
"grad_norm": 1.3078101873397827,
"learning_rate": 9.97802991010949e-07,
"logits/chosen": 10.292729377746582,
"logits/rejected": 10.629972457885742,
"logps/chosen": -0.8660728931427002,
"logps/rejected": -0.881781280040741,
"loss": 1.4654,
"rewards/accuracies": 0.5390625,
"rewards/chosen": -1.7321457862854004,
"rewards/margins": 0.0314166434109211,
"rewards/rejected": -1.763562560081482,
"step": 10
},
{
"epoch": 0.14491560312885962,
"grad_norm": 1.0685713291168213,
"learning_rate": 9.950612572673255e-07,
"logits/chosen": 10.143664360046387,
"logits/rejected": 10.639056205749512,
"logps/chosen": -0.8788573145866394,
"logps/rejected": -0.9421562552452087,
"loss": 1.3638,
"rewards/accuracies": 0.5625,
"rewards/chosen": -1.7577146291732788,
"rewards/margins": 0.12659788131713867,
"rewards/rejected": -1.8843125104904175,
"step": 11
},
{
"epoch": 0.15808974886784685,
"grad_norm": 0.9801668524742126,
"learning_rate": 9.912312714377879e-07,
"logits/chosen": 10.19462776184082,
"logits/rejected": 10.269098281860352,
"logps/chosen": -0.8250212669372559,
"logps/rejected": -0.8715258836746216,
"loss": 1.3649,
"rewards/accuracies": 0.59375,
"rewards/chosen": -1.6500425338745117,
"rewards/margins": 0.09300932288169861,
"rewards/rejected": -1.7430517673492432,
"step": 12
},
{
"epoch": 0.17126389460683408,
"grad_norm": 0.9345762729644775,
"learning_rate": 9.863214526624063e-07,
"logits/chosen": 9.898378372192383,
"logits/rejected": 10.37912368774414,
"logps/chosen": -0.8251993656158447,
"logps/rejected": -0.9702485799789429,
"loss": 1.3106,
"rewards/accuracies": 0.5546875,
"rewards/chosen": -1.6503987312316895,
"rewards/margins": 0.2900983989238739,
"rewards/rejected": -1.9404971599578857,
"step": 13
},
{
"epoch": 0.1844380403458213,
"grad_norm": 0.6539536118507385,
"learning_rate": 9.8034259378842e-07,
"logits/chosen": 10.518888473510742,
"logits/rejected": 11.198535919189453,
"logps/chosen": -0.7980682253837585,
"logps/rejected": -0.8631402254104614,
"loss": 1.3561,
"rewards/accuracies": 0.609375,
"rewards/chosen": -1.596136450767517,
"rewards/margins": 0.13014405965805054,
"rewards/rejected": -1.7262804508209229,
"step": 14
},
{
"epoch": 0.19761218608480857,
"grad_norm": 0.3341844975948334,
"learning_rate": 9.73307837645217e-07,
"logits/chosen": 10.087669372558594,
"logits/rejected": 10.595584869384766,
"logps/chosen": -0.7868794798851013,
"logps/rejected": -0.8722506165504456,
"loss": 1.3174,
"rewards/accuracies": 0.5546875,
"rewards/chosen": -1.5737589597702026,
"rewards/margins": 0.17074236273765564,
"rewards/rejected": -1.7445012331008911,
"step": 15
},
{
"epoch": 0.2107863318237958,
"grad_norm": 1.1852020025253296,
"learning_rate": 9.652326481535433e-07,
"logits/chosen": 10.743181228637695,
"logits/rejected": 11.05751895904541,
"logps/chosen": -0.791871190071106,
"logps/rejected": -0.8441797494888306,
"loss": 1.3868,
"rewards/accuracies": 0.5078125,
"rewards/chosen": -1.583742380142212,
"rewards/margins": 0.1046171486377716,
"rewards/rejected": -1.6883594989776611,
"step": 16
},
{
"epoch": 0.22396047756278303,
"grad_norm": 0.5402158498764038,
"learning_rate": 9.561347763324483e-07,
"logits/chosen": 10.244048118591309,
"logits/rejected": 10.602608680725098,
"logps/chosen": -0.8015426993370056,
"logps/rejected": -0.823470950126648,
"loss": 1.4002,
"rewards/accuracies": 0.5546875,
"rewards/chosen": -1.6030853986740112,
"rewards/margins": 0.04385652765631676,
"rewards/rejected": -1.646941900253296,
"step": 17
},
{
"epoch": 0.23713462330177026,
"grad_norm": 1.1475958824157715,
"learning_rate": 9.460342212786932e-07,
"logits/chosen": 10.25997543334961,
"logits/rejected": 10.875801086425781,
"logps/chosen": -0.9126402735710144,
"logps/rejected": -0.8353321552276611,
"loss": 1.5624,
"rewards/accuracies": 0.5390625,
"rewards/chosen": -1.8252805471420288,
"rewards/margins": -0.1546163707971573,
"rewards/rejected": -1.6706643104553223,
"step": 18
},
{
"epoch": 0.2503087690407575,
"grad_norm": 0.7070759534835815,
"learning_rate": 9.349531862043951e-07,
"logits/chosen": 10.557324409484863,
"logits/rejected": 10.653444290161133,
"logps/chosen": -0.8390055894851685,
"logps/rejected": -0.8851607441902161,
"loss": 1.3597,
"rewards/accuracies": 0.671875,
"rewards/chosen": -1.678011178970337,
"rewards/margins": 0.09231019765138626,
"rewards/rejected": -1.7703214883804321,
"step": 19
},
{
"epoch": 0.2634829147797447,
"grad_norm": 1.4036712646484375,
"learning_rate": 9.229160296295487e-07,
"logits/chosen": 10.47518253326416,
"logits/rejected": 11.045392990112305,
"logps/chosen": -0.861572265625,
"logps/rejected": -0.8943375945091248,
"loss": 1.4097,
"rewards/accuracies": 0.578125,
"rewards/chosen": -1.72314453125,
"rewards/margins": 0.06553083658218384,
"rewards/rejected": -1.7886751890182495,
"step": 20
},
{
"epoch": 0.276657060518732,
"grad_norm": 0.537728488445282,
"learning_rate": 9.099492118367122e-07,
"logits/chosen": 10.20445728302002,
"logits/rejected": 10.791345596313477,
"logps/chosen": -0.8058649301528931,
"logps/rejected": -0.9033350944519043,
"loss": 1.2939,
"rewards/accuracies": 0.625,
"rewards/chosen": -1.6117298603057861,
"rewards/margins": 0.19494034349918365,
"rewards/rejected": -1.8066701889038086,
"step": 21
},
{
"epoch": 0.28983120625771924,
"grad_norm": 1.7850818634033203,
"learning_rate": 8.960812367055646e-07,
"logits/chosen": 10.360614776611328,
"logits/rejected": 10.701253890991211,
"logps/chosen": -0.8701018691062927,
"logps/rejected": -0.8806692957878113,
"loss": 1.4251,
"rewards/accuracies": 0.5625,
"rewards/chosen": -1.7402037382125854,
"rewards/margins": 0.021134957671165466,
"rewards/rejected": -1.7613385915756226,
"step": 22
},
{
"epoch": 0.3030053519967065,
"grad_norm": 0.34783315658569336,
"learning_rate": 8.813425890551909e-07,
"logits/chosen": 10.343542098999023,
"logits/rejected": 10.988011360168457,
"logps/chosen": -0.8861572742462158,
"logps/rejected": -0.8626466989517212,
"loss": 1.4816,
"rewards/accuracies": 0.546875,
"rewards/chosen": -1.7723145484924316,
"rewards/margins": -0.04702116921544075,
"rewards/rejected": -1.7252933979034424,
"step": 23
},
{
"epoch": 0.3161794977356937,
"grad_norm": 0.642213761806488,
"learning_rate": 8.657656676318345e-07,
"logits/chosen": 10.253456115722656,
"logits/rejected": 10.651442527770996,
"logps/chosen": -0.8050903677940369,
"logps/rejected": -0.8499569296836853,
"loss": 1.3893,
"rewards/accuracies": 0.5078125,
"rewards/chosen": -1.6101807355880737,
"rewards/margins": 0.08973318338394165,
"rewards/rejected": -1.6999138593673706,
"step": 24
},
{
"epoch": 0.32935364347468093,
"grad_norm": 2.578787088394165,
"learning_rate": 8.493847138894208e-07,
"logits/chosen": 10.33389949798584,
"logits/rejected": 10.824821472167969,
"logps/chosen": -0.7404808402061462,
"logps/rejected": -0.7938650846481323,
"loss": 1.3623,
"rewards/accuracies": 0.578125,
"rewards/chosen": -1.4809616804122925,
"rewards/margins": 0.10676843672990799,
"rewards/rejected": -1.5877301692962646,
"step": 25
},
{
"epoch": 0.34252778921366817,
"grad_norm": 0.6688835620880127,
"learning_rate": 8.322357367194108e-07,
"logits/chosen": 10.620444297790527,
"logits/rejected": 10.987481117248535,
"logps/chosen": -0.81562340259552,
"logps/rejected": -0.8406739234924316,
"loss": 1.4056,
"rewards/accuracies": 0.5078125,
"rewards/chosen": -1.63124680519104,
"rewards/margins": 0.050100862979888916,
"rewards/rejected": -1.6813478469848633,
"step": 26
},
{
"epoch": 0.3557019349526554,
"grad_norm": 1.578236699104309,
"learning_rate": 8.143564332954425e-07,
"logits/chosen": 10.240825653076172,
"logits/rejected": 10.97463321685791,
"logps/chosen": -0.86244797706604,
"logps/rejected": -0.852953314781189,
"loss": 1.4416,
"rewards/accuracies": 0.4921875,
"rewards/chosen": -1.72489595413208,
"rewards/margins": -0.01898936554789543,
"rewards/rejected": -1.705906629562378,
"step": 27
},
{
"epoch": 0.3688760806916426,
"grad_norm": 0.8747299313545227,
"learning_rate": 7.957861062067612e-07,
"logits/chosen": 9.665928840637207,
"logits/rejected": 10.360410690307617,
"logps/chosen": -0.7768715620040894,
"logps/rejected": -0.8124402761459351,
"loss": 1.3916,
"rewards/accuracies": 0.5703125,
"rewards/chosen": -1.5537431240081787,
"rewards/margins": 0.07113761454820633,
"rewards/rejected": -1.6248805522918701,
"step": 28
},
{
"epoch": 0.3820502264306299,
"grad_norm": 0.8407192826271057,
"learning_rate": 7.765655770625996e-07,
"logits/chosen": 10.551313400268555,
"logits/rejected": 10.729636192321777,
"logps/chosen": -0.747046709060669,
"logps/rejected": -0.7931259870529175,
"loss": 1.3627,
"rewards/accuracies": 0.640625,
"rewards/chosen": -1.494093418121338,
"rewards/margins": 0.09215845912694931,
"rewards/rejected": -1.586251974105835,
"step": 29
},
{
"epoch": 0.39522437216961714,
"grad_norm": 0.650399923324585,
"learning_rate": 7.567370967574209e-07,
"logits/chosen": 10.303435325622559,
"logits/rejected": 11.132701873779297,
"logps/chosen": -0.8180528283119202,
"logps/rejected": -0.8380974531173706,
"loss": 1.4193,
"rewards/accuracies": 0.515625,
"rewards/chosen": -1.6361056566238403,
"rewards/margins": 0.04008916765451431,
"rewards/rejected": -1.6761949062347412,
"step": 30
},
{
"epoch": 0.4083985179086044,
"grad_norm": 0.8736916780471802,
"learning_rate": 7.363442525942826e-07,
"logits/chosen": 10.033166885375977,
"logits/rejected": 10.649832725524902,
"logps/chosen": -0.7705740332603455,
"logps/rejected": -0.8067623376846313,
"loss": 1.3867,
"rewards/accuracies": 0.5546875,
"rewards/chosen": -1.541148066520691,
"rewards/margins": 0.07237657904624939,
"rewards/rejected": -1.6135246753692627,
"step": 31
},
{
"epoch": 0.4215726636475916,
"grad_norm": 0.2823183536529541,
"learning_rate": 7.154318724704851e-07,
"logits/chosen": 10.305078506469727,
"logits/rejected": 10.909933090209961,
"logps/chosen": -0.7408677339553833,
"logps/rejected": -0.7292467355728149,
"loss": 1.4487,
"rewards/accuracies": 0.5078125,
"rewards/chosen": -1.4817354679107666,
"rewards/margins": -0.02324201911687851,
"rewards/rejected": -1.4584934711456299,
"step": 32
},
{
"epoch": 0.43474680938657884,
"grad_norm": 0.9221538305282593,
"learning_rate": 6.940459263361248e-07,
"logits/chosen": 10.10401725769043,
"logits/rejected": 10.791908264160156,
"logps/chosen": -0.8303573131561279,
"logps/rejected": -0.7867410182952881,
"loss": 1.5131,
"rewards/accuracies": 0.484375,
"rewards/chosen": -1.6607146263122559,
"rewards/margins": -0.08723282814025879,
"rewards/rejected": -1.5734820365905762,
"step": 33
},
{
"epoch": 0.44792095512556607,
"grad_norm": 0.7228991389274597,
"learning_rate": 6.722334251421664e-07,
"logits/chosen": 9.976701736450195,
"logits/rejected": 10.480062484741211,
"logps/chosen": -0.923545241355896,
"logps/rejected": -0.9711360335350037,
"loss": 1.4215,
"rewards/accuracies": 0.5859375,
"rewards/chosen": -1.847090482711792,
"rewards/margins": 0.09518149495124817,
"rewards/rejected": -1.9422720670700073,
"step": 34
},
{
"epoch": 0.4610951008645533,
"grad_norm": 2.438734769821167,
"learning_rate": 6.500423175001703e-07,
"logits/chosen": 10.54722785949707,
"logits/rejected": 10.914085388183594,
"logps/chosen": -0.8670656681060791,
"logps/rejected": -0.9043451547622681,
"loss": 1.4441,
"rewards/accuracies": 0.5703125,
"rewards/chosen": -1.7341313362121582,
"rewards/margins": 0.07455900311470032,
"rewards/rejected": -1.8086903095245361,
"step": 35
},
{
"epoch": 0.47426924660354053,
"grad_norm": 0.5184939503669739,
"learning_rate": 6.275213842808382e-07,
"logits/chosen": 10.422931671142578,
"logits/rejected": 10.859081268310547,
"logps/chosen": -0.7457296848297119,
"logps/rejected": -0.7759172320365906,
"loss": 1.385,
"rewards/accuracies": 0.515625,
"rewards/chosen": -1.4914593696594238,
"rewards/margins": 0.0603751465678215,
"rewards/rejected": -1.5518344640731812,
"step": 36
}
],
"logging_steps": 1,
"max_steps": 75,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 12,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}