Qwen2.5-1.5B-Open-R1-Distill / trainer_state.json
a-F1's picture
Model save
ecee1e3 verified
raw
history blame
14 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.99836867862969,
"eval_steps": 100,
"global_step": 306,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01631321370309951,
"grad_norm": 2.53125,
"learning_rate": 3.225806451612903e-06,
"loss": 1.4286,
"mean_token_accuracy": 0.6584272754958135,
"step": 5
},
{
"epoch": 0.03262642740619902,
"grad_norm": 2.4375,
"learning_rate": 6.451612903225806e-06,
"loss": 1.4087,
"mean_token_accuracy": 0.662085565849035,
"step": 10
},
{
"epoch": 0.048939641109298535,
"grad_norm": 2.640625,
"learning_rate": 9.67741935483871e-06,
"loss": 1.5058,
"mean_token_accuracy": 0.6418076518243186,
"step": 15
},
{
"epoch": 0.06525285481239804,
"grad_norm": 1.7421875,
"learning_rate": 1.2903225806451613e-05,
"loss": 1.4118,
"mean_token_accuracy": 0.6534564204767823,
"step": 20
},
{
"epoch": 0.08156606851549755,
"grad_norm": 1.515625,
"learning_rate": 1.6129032258064517e-05,
"loss": 1.3321,
"mean_token_accuracy": 0.6651619066075792,
"step": 25
},
{
"epoch": 0.09787928221859707,
"grad_norm": 1.3671875,
"learning_rate": 1.935483870967742e-05,
"loss": 1.3164,
"mean_token_accuracy": 0.6717782021288032,
"step": 30
},
{
"epoch": 0.11419249592169657,
"grad_norm": 1.3359375,
"learning_rate": 1.9989561243382313e-05,
"loss": 1.1912,
"mean_token_accuracy": 0.694698959999242,
"step": 35
},
{
"epoch": 0.13050570962479607,
"grad_norm": 1.3203125,
"learning_rate": 1.9947191143073185e-05,
"loss": 1.2719,
"mean_token_accuracy": 0.6780847732470013,
"step": 40
},
{
"epoch": 0.1468189233278956,
"grad_norm": 1.234375,
"learning_rate": 1.9872375372801627e-05,
"loss": 1.1799,
"mean_token_accuracy": 0.6968185226866065,
"step": 45
},
{
"epoch": 0.1631321370309951,
"grad_norm": 1.2421875,
"learning_rate": 1.9765357966059638e-05,
"loss": 1.2948,
"mean_token_accuracy": 0.672758400550632,
"step": 50
},
{
"epoch": 0.17944535073409462,
"grad_norm": 1.203125,
"learning_rate": 1.9626487991384194e-05,
"loss": 1.217,
"mean_token_accuracy": 0.6891739777463799,
"step": 55
},
{
"epoch": 0.19575856443719414,
"grad_norm": 1.2109375,
"learning_rate": 1.945621841376825e-05,
"loss": 1.1489,
"mean_token_accuracy": 0.7052165754765654,
"step": 60
},
{
"epoch": 0.21207177814029363,
"grad_norm": 1.296875,
"learning_rate": 1.9255104617183068e-05,
"loss": 1.2015,
"mean_token_accuracy": 0.6921520639873796,
"step": 65
},
{
"epoch": 0.22838499184339314,
"grad_norm": 1.140625,
"learning_rate": 1.9023802593031156e-05,
"loss": 1.2204,
"mean_token_accuracy": 0.6918742825268815,
"step": 70
},
{
"epoch": 0.24469820554649266,
"grad_norm": 1.234375,
"learning_rate": 1.8763066800438638e-05,
"loss": 1.2876,
"mean_token_accuracy": 0.6744394009627726,
"step": 75
},
{
"epoch": 0.26101141924959215,
"grad_norm": 1.2421875,
"learning_rate": 1.8473747705366427e-05,
"loss": 1.2127,
"mean_token_accuracy": 0.6919606949918741,
"step": 80
},
{
"epoch": 0.27732463295269166,
"grad_norm": 1.234375,
"learning_rate": 1.8156789006567018e-05,
"loss": 1.2829,
"mean_token_accuracy": 0.6730983288833745,
"step": 85
},
{
"epoch": 0.2936378466557912,
"grad_norm": 1.171875,
"learning_rate": 1.7813224557435313e-05,
"loss": 1.2617,
"mean_token_accuracy": 0.677167603530814,
"step": 90
},
{
"epoch": 0.3099510603588907,
"grad_norm": 1.1953125,
"learning_rate": 1.744417499379372e-05,
"loss": 1.2741,
"mean_token_accuracy": 0.6805341821135611,
"step": 95
},
{
"epoch": 0.3262642740619902,
"grad_norm": 1.125,
"learning_rate": 1.7050844078611058e-05,
"loss": 1.2389,
"mean_token_accuracy": 0.6857057946710582,
"step": 100
},
{
"epoch": 0.3425774877650897,
"grad_norm": 1.2578125,
"learning_rate": 1.663451477557792e-05,
"loss": 1.2223,
"mean_token_accuracy": 0.687469468283924,
"step": 105
},
{
"epoch": 0.35889070146818924,
"grad_norm": 1.234375,
"learning_rate": 1.6196545064345813e-05,
"loss": 1.214,
"mean_token_accuracy": 0.6902886780811677,
"step": 110
},
{
"epoch": 0.37520391517128876,
"grad_norm": 1.203125,
"learning_rate": 1.5738363511079776e-05,
"loss": 1.2245,
"mean_token_accuracy": 0.6857961919369919,
"step": 115
},
{
"epoch": 0.3915171288743883,
"grad_norm": 1.2109375,
"learning_rate": 1.5261464608772487e-05,
"loss": 1.1697,
"mean_token_accuracy": 0.7004586354413661,
"step": 120
},
{
"epoch": 0.4078303425774878,
"grad_norm": 1.1875,
"learning_rate": 1.476740390251875e-05,
"loss": 1.1864,
"mean_token_accuracy": 0.6946914374684998,
"step": 125
},
{
"epoch": 0.42414355628058725,
"grad_norm": 1.2578125,
"learning_rate": 1.4257792915650728e-05,
"loss": 1.2256,
"mean_token_accuracy": 0.6917642628755305,
"step": 130
},
{
"epoch": 0.44045676998368677,
"grad_norm": 1.2109375,
"learning_rate": 1.3734293893283783e-05,
"loss": 1.2234,
"mean_token_accuracy": 0.6803009834502376,
"step": 135
},
{
"epoch": 0.4567699836867863,
"grad_norm": 1.296875,
"learning_rate": 1.3198614380418412e-05,
"loss": 1.2891,
"mean_token_accuracy": 0.66906340898559,
"step": 140
},
{
"epoch": 0.4730831973898858,
"grad_norm": 1.140625,
"learning_rate": 1.2652501652283378e-05,
"loss": 1.2833,
"mean_token_accuracy": 0.6748017583716992,
"step": 145
},
{
"epoch": 0.4893964110929853,
"grad_norm": 1.234375,
"learning_rate": 1.2097737015087094e-05,
"loss": 1.1936,
"mean_token_accuracy": 0.691278874465356,
"step": 150
},
{
"epoch": 0.5057096247960848,
"grad_norm": 1.140625,
"learning_rate": 1.1536129995766995e-05,
"loss": 1.1923,
"mean_token_accuracy": 0.6915639418258935,
"step": 155
},
{
"epoch": 0.5220228384991843,
"grad_norm": 1.2578125,
"learning_rate": 1.0969512439688816e-05,
"loss": 1.2689,
"mean_token_accuracy": 0.6795721711260161,
"step": 160
},
{
"epoch": 0.5383360522022839,
"grad_norm": 1.2109375,
"learning_rate": 1.0399732535547735e-05,
"loss": 1.2322,
"mean_token_accuracy": 0.6911618495404431,
"step": 165
},
{
"epoch": 0.5546492659053833,
"grad_norm": 1.140625,
"learning_rate": 9.828648786961009e-06,
"loss": 1.3013,
"mean_token_accuracy": 0.6691213045203754,
"step": 170
},
{
"epoch": 0.5709624796084829,
"grad_norm": 1.140625,
"learning_rate": 9.25812395041548e-06,
"loss": 1.2362,
"mean_token_accuracy": 0.6846231446931508,
"step": 175
},
{
"epoch": 0.5872756933115824,
"grad_norm": 1.1171875,
"learning_rate": 8.690018959343071e-06,
"loss": 1.1778,
"mean_token_accuracy": 0.6980786468955738,
"step": 180
},
{
"epoch": 0.6035889070146819,
"grad_norm": 1.1796875,
"learning_rate": 8.126186854142752e-06,
"loss": 1.1546,
"mean_token_accuracy": 0.698524151500448,
"step": 185
},
{
"epoch": 0.6199021207177814,
"grad_norm": 1.1875,
"learning_rate": 7.568466737947905e-06,
"loss": 1.1121,
"mean_token_accuracy": 0.7087621864221246,
"step": 190
},
{
"epoch": 0.636215334420881,
"grad_norm": 1.28125,
"learning_rate": 7.018677777854158e-06,
"loss": 1.2979,
"mean_token_accuracy": 0.6694032774839085,
"step": 195
},
{
"epoch": 0.6525285481239804,
"grad_norm": 1.2734375,
"learning_rate": 6.478613271174453e-06,
"loss": 1.3048,
"mean_token_accuracy": 0.6659829648734708,
"step": 200
},
{
"epoch": 0.6688417618270799,
"grad_norm": 1.2265625,
"learning_rate": 5.950034796075948e-06,
"loss": 1.2435,
"mean_token_accuracy": 0.6830356432134138,
"step": 205
},
{
"epoch": 0.6851549755301795,
"grad_norm": 1.203125,
"learning_rate": 5.434666465678176e-06,
"loss": 1.3219,
"mean_token_accuracy": 0.6673393247330371,
"step": 210
},
{
"epoch": 0.7014681892332789,
"grad_norm": 1.3046875,
"learning_rate": 4.934189304354418e-06,
"loss": 1.2301,
"mean_token_accuracy": 0.6839774101528373,
"step": 215
},
{
"epoch": 0.7177814029363785,
"grad_norm": 1.1328125,
"learning_rate": 4.450235764579598e-06,
"loss": 1.2208,
"mean_token_accuracy": 0.6862650424423485,
"step": 220
},
{
"epoch": 0.734094616639478,
"grad_norm": 1.265625,
"learning_rate": 3.984384402209613e-06,
"loss": 1.2143,
"mean_token_accuracy": 0.6849734049971641,
"step": 225
},
{
"epoch": 0.7504078303425775,
"grad_norm": 1.140625,
"learning_rate": 3.538154727560259e-06,
"loss": 1.1558,
"mean_token_accuracy": 0.6994565541878519,
"step": 230
},
{
"epoch": 0.766721044045677,
"grad_norm": 1.09375,
"learning_rate": 3.1130022490803856e-06,
"loss": 1.1774,
"mean_token_accuracy": 0.6945823398256653,
"step": 235
},
{
"epoch": 0.7830342577487766,
"grad_norm": 1.25,
"learning_rate": 2.7103137257858867e-06,
"loss": 1.142,
"mean_token_accuracy": 0.7025941539981695,
"step": 240
},
{
"epoch": 0.799347471451876,
"grad_norm": 1.2109375,
"learning_rate": 2.3314026439400217e-06,
"loss": 1.2946,
"mean_token_accuracy": 0.6670428901128733,
"step": 245
},
{
"epoch": 0.8156606851549756,
"grad_norm": 1.09375,
"learning_rate": 1.9775049327342486e-06,
"loss": 1.1889,
"mean_token_accuracy": 0.6966172545481755,
"step": 250
},
{
"epoch": 0.831973898858075,
"grad_norm": 1.1640625,
"learning_rate": 1.649774932944075e-06,
"loss": 1.1777,
"mean_token_accuracy": 0.7020263962587155,
"step": 255
},
{
"epoch": 0.8482871125611745,
"grad_norm": 1.1796875,
"learning_rate": 1.3492816317093894e-06,
"loss": 1.1444,
"mean_token_accuracy": 0.7035694430910295,
"step": 260
},
{
"epoch": 0.8646003262642741,
"grad_norm": 1.1171875,
"learning_rate": 1.0770051757206078e-06,
"loss": 1.1997,
"mean_token_accuracy": 0.6922763738951797,
"step": 265
},
{
"epoch": 0.8809135399673735,
"grad_norm": 1.140625,
"learning_rate": 8.338336741838837e-07,
"loss": 1.1993,
"mean_token_accuracy": 0.6892363770014897,
"step": 270
},
{
"epoch": 0.8972267536704731,
"grad_norm": 1.1328125,
"learning_rate": 6.205603019934791e-07,
"loss": 1.2311,
"mean_token_accuracy": 0.6834054369061775,
"step": 275
},
{
"epoch": 0.9135399673735726,
"grad_norm": 1.1328125,
"learning_rate": 4.3788071256013033e-07,
"loss": 1.2076,
"mean_token_accuracy": 0.6909252205130498,
"step": 280
},
{
"epoch": 0.9298531810766721,
"grad_norm": 1.1640625,
"learning_rate": 2.863907687341949e-07,
"loss": 1.1762,
"mean_token_accuracy": 0.69716578948841,
"step": 285
},
{
"epoch": 0.9461663947797716,
"grad_norm": 1.1484375,
"learning_rate": 1.665845992249071e-07,
"loss": 1.1792,
"mean_token_accuracy": 0.6928531967188305,
"step": 290
},
{
"epoch": 0.9624796084828712,
"grad_norm": 1.3046875,
"learning_rate": 7.885298685522235e-08,
"loss": 1.1642,
"mean_token_accuracy": 0.694887794722856,
"step": 295
},
{
"epoch": 0.9787928221859706,
"grad_norm": 1.28125,
"learning_rate": 2.348209390947376e-08,
"loss": 1.234,
"mean_token_accuracy": 0.6835920887329172,
"step": 300
},
{
"epoch": 0.9951060358890701,
"grad_norm": 1.203125,
"learning_rate": 6.525287314851358e-10,
"loss": 1.1268,
"mean_token_accuracy": 0.7035911209586428,
"step": 305
},
{
"epoch": 0.99836867862969,
"mean_token_accuracy": 0.7046485858069031,
"step": 306,
"total_flos": 7.883277455484518e+16,
"train_loss": 1.23619465266957,
"train_runtime": 1783.7305,
"train_samples_per_second": 1.374,
"train_steps_per_second": 0.172
}
],
"logging_steps": 5,
"max_steps": 306,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 7.883277455484518e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}