Qwen3-1.7B-Open-R1-Code-GRPO / trainer_state.json
Blancy's picture
Model save
88fb2fe verified
raw
history blame
16.8 kB
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 39,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"completion_length": 3541.9607543945312,
"epoch": 0.02564102564102564,
"grad_norm": 5.551374912261963,
"kl": 0.0,
"learning_rate": 0.0,
"loss": 0.0,
"reward": 0.3934539742767811,
"reward_std": 0.3425147756934166,
"rewards/code_reward": 0.3934539742767811,
"rewards/format_reward": 0.0,
"step": 1
},
{
"completion_length": 3543.0106201171875,
"epoch": 0.05128205128205128,
"grad_norm": 1.4287736415863037,
"kl": 0.0,
"learning_rate": 5e-06,
"loss": 0.0,
"reward": 0.46500000543892384,
"reward_std": 0.19661623612046242,
"rewards/code_reward": 0.46499999053776264,
"rewards/format_reward": 0.0,
"step": 2
},
{
"completion_length": 3270.2929077148438,
"epoch": 0.07692307692307693,
"grad_norm": 2.6348750591278076,
"kl": 0.00787353515625,
"learning_rate": 1e-05,
"loss": 0.0003,
"reward": 0.5235317498445511,
"reward_std": 0.30637360364198685,
"rewards/code_reward": 0.5235317498445511,
"rewards/format_reward": 0.0,
"step": 3
},
{
"completion_length": 2943.4500122070312,
"epoch": 0.10256410256410256,
"grad_norm": 0.7752403020858765,
"kl": 0.0511474609375,
"learning_rate": 9.98378869844137e-06,
"loss": 0.002,
"reward": 0.5904354751110077,
"reward_std": 0.21103981602936983,
"rewards/code_reward": 0.5904354676604271,
"rewards/format_reward": 0.0,
"step": 4
},
{
"completion_length": 3438.1785888671875,
"epoch": 0.1282051282051282,
"grad_norm": 3.3206803798675537,
"kl": 0.120361328125,
"learning_rate": 9.935271596564688e-06,
"loss": 0.0048,
"reward": 0.47174738347530365,
"reward_std": 0.1500780526548624,
"rewards/code_reward": 0.47174738347530365,
"rewards/format_reward": 0.0,
"step": 5
},
{
"completion_length": 3396.6856689453125,
"epoch": 0.15384615384615385,
"grad_norm": 0.2983720600605011,
"kl": 0.2265625,
"learning_rate": 9.854798261200746e-06,
"loss": 0.0091,
"reward": 0.5083690956234932,
"reward_std": 0.23467476293444633,
"rewards/code_reward": 0.5083690956234932,
"rewards/format_reward": 0.0,
"step": 6
},
{
"completion_length": 3636.0071411132812,
"epoch": 0.1794871794871795,
"grad_norm": 0.29332682490348816,
"kl": 0.26611328125,
"learning_rate": 9.74294850457488e-06,
"loss": 0.0106,
"reward": 0.387291356921196,
"reward_std": 0.23526490107178688,
"rewards/code_reward": 0.387291356921196,
"rewards/format_reward": 0.0,
"step": 7
},
{
"completion_length": 3375.800048828125,
"epoch": 0.20512820512820512,
"grad_norm": 0.3416775166988373,
"kl": 0.3359375,
"learning_rate": 9.600528206746613e-06,
"loss": 0.0134,
"reward": 0.48297154158353806,
"reward_std": 0.25456428155303,
"rewards/code_reward": 0.48297156393527985,
"rewards/format_reward": 0.0,
"step": 8
},
{
"completion_length": 3155.9608154296875,
"epoch": 0.23076923076923078,
"grad_norm": 0.240010604262352,
"kl": 0.3779296875,
"learning_rate": 9.428563509225348e-06,
"loss": 0.0151,
"reward": 0.5900027677416801,
"reward_std": 0.18181878328323364,
"rewards/code_reward": 0.5900027677416801,
"rewards/format_reward": 0.0,
"step": 9
},
{
"completion_length": 3539.346435546875,
"epoch": 0.2564102564102564,
"grad_norm": 0.23563309013843536,
"kl": 0.3955078125,
"learning_rate": 9.22829342159729e-06,
"loss": 0.0158,
"reward": 0.4020918384194374,
"reward_std": 0.22648156061768532,
"rewards/code_reward": 0.4020918384194374,
"rewards/format_reward": 0.0,
"step": 10
},
{
"completion_length": 3615.935791015625,
"epoch": 0.28205128205128205,
"grad_norm": 0.19946347177028656,
"kl": 0.47216796875,
"learning_rate": 9.001160894432979e-06,
"loss": 0.0189,
"reward": 0.41117217019200325,
"reward_std": 0.20069691445678473,
"rewards/code_reward": 0.41117217019200325,
"rewards/format_reward": 0.0,
"step": 11
},
{
"completion_length": 3652.20361328125,
"epoch": 0.3076923076923077,
"grad_norm": 0.21409198641777039,
"kl": 0.556640625,
"learning_rate": 8.748802422795361e-06,
"loss": 0.0222,
"reward": 0.41303257271647453,
"reward_std": 0.2046195026487112,
"rewards/code_reward": 0.41303258016705513,
"rewards/format_reward": 0.0,
"step": 12
},
{
"completion_length": 3682.6357421875,
"epoch": 0.3333333333333333,
"grad_norm": 0.6496288180351257,
"kl": 0.580078125,
"learning_rate": 8.473036255255368e-06,
"loss": 0.0232,
"reward": 0.4388655610382557,
"reward_std": 0.22819811291992664,
"rewards/code_reward": 0.4388655610382557,
"rewards/format_reward": 0.0,
"step": 13
},
{
"completion_length": 3709.0142211914062,
"epoch": 0.358974358974359,
"grad_norm": 0.23685197532176971,
"kl": 0.6474609375,
"learning_rate": 8.175849293369292e-06,
"loss": 0.0259,
"reward": 0.37063881754875183,
"reward_std": 0.23854901269078255,
"rewards/code_reward": 0.37063881754875183,
"rewards/format_reward": 0.0,
"step": 14
},
{
"completion_length": 3758.8857421875,
"epoch": 0.38461538461538464,
"grad_norm": 0.22902953624725342,
"kl": 0.66015625,
"learning_rate": 7.859382776007544e-06,
"loss": 0.0264,
"reward": 0.31185516342520714,
"reward_std": 0.22547182254493237,
"rewards/code_reward": 0.31185516342520714,
"rewards/format_reward": 0.0,
"step": 15
},
{
"completion_length": 3474.4249877929688,
"epoch": 0.41025641025641024,
"grad_norm": 0.2739468514919281,
"kl": 0.658203125,
"learning_rate": 7.52591685167953e-06,
"loss": 0.0263,
"reward": 0.46756455302238464,
"reward_std": 0.21291000582277775,
"rewards/code_reward": 0.46756456792354584,
"rewards/format_reward": 0.0,
"step": 16
},
{
"completion_length": 3608.0107421875,
"epoch": 0.4358974358974359,
"grad_norm": 0.26821818947792053,
"kl": 0.66796875,
"learning_rate": 7.1778541500113895e-06,
"loss": 0.0267,
"reward": 0.33532585576176643,
"reward_std": 0.29637256264686584,
"rewards/code_reward": 0.33532586693763733,
"rewards/format_reward": 0.0,
"step": 17
},
{
"completion_length": 3718.9964599609375,
"epoch": 0.46153846153846156,
"grad_norm": 0.24430078268051147,
"kl": 0.6259765625,
"learning_rate": 6.817702470744477e-06,
"loss": 0.025,
"reward": 0.22364513762295246,
"reward_std": 0.23529299348592758,
"rewards/code_reward": 0.22364513762295246,
"rewards/format_reward": 0.0,
"step": 18
},
{
"completion_length": 3312.9071044921875,
"epoch": 0.48717948717948717,
"grad_norm": 0.2842939794063568,
"kl": 0.5859375,
"learning_rate": 6.448056714980768e-06,
"loss": 0.0234,
"reward": 0.46438145264983177,
"reward_std": 0.2700807861983776,
"rewards/code_reward": 0.46438145637512207,
"rewards/format_reward": 0.0,
"step": 19
},
{
"completion_length": 3342.6749877929688,
"epoch": 0.5128205128205128,
"grad_norm": 0.2545294761657715,
"kl": 0.5576171875,
"learning_rate": 6.071580188860955e-06,
"loss": 0.0223,
"reward": 0.5150031447410583,
"reward_std": 0.2922932505607605,
"rewards/code_reward": 0.5150031298398972,
"rewards/format_reward": 0.0,
"step": 20
},
{
"completion_length": 2976.3214111328125,
"epoch": 0.5384615384615384,
"grad_norm": 0.23293468356132507,
"kl": 0.6181640625,
"learning_rate": 5.690985414382668e-06,
"loss": 0.0247,
"reward": 0.46903225034475327,
"reward_std": 0.23096787184476852,
"rewards/code_reward": 0.4690322279930115,
"rewards/format_reward": 0.0,
"step": 21
},
{
"completion_length": 3359.9892578125,
"epoch": 0.5641025641025641,
"grad_norm": 0.2094847410917282,
"kl": 0.5703125,
"learning_rate": 5.309014585617335e-06,
"loss": 0.0228,
"reward": 0.40152605809271336,
"reward_std": 0.2346283309161663,
"rewards/code_reward": 0.40152604319155216,
"rewards/format_reward": 0.0,
"step": 22
},
{
"completion_length": 2678.5321655273438,
"epoch": 0.5897435897435898,
"grad_norm": 0.24114222824573517,
"kl": 0.5654296875,
"learning_rate": 4.928419811139046e-06,
"loss": 0.0227,
"reward": 0.608155146241188,
"reward_std": 0.14721081405878067,
"rewards/code_reward": 0.6081551611423492,
"rewards/format_reward": 0.0,
"step": 23
},
{
"completion_length": 2912.8821411132812,
"epoch": 0.6153846153846154,
"grad_norm": 0.3605176508426666,
"kl": 0.5908203125,
"learning_rate": 4.551943285019233e-06,
"loss": 0.0236,
"reward": 0.5329480394721031,
"reward_std": 0.1990287434309721,
"rewards/code_reward": 0.5329480245709419,
"rewards/format_reward": 0.0,
"step": 24
},
{
"completion_length": 3301.3857421875,
"epoch": 0.6410256410256411,
"grad_norm": 6.35435152053833,
"kl": 0.716796875,
"learning_rate": 4.182297529255525e-06,
"loss": 0.0287,
"reward": 0.36159154400229454,
"reward_std": 0.2206190638244152,
"rewards/code_reward": 0.36159154027700424,
"rewards/format_reward": 0.0,
"step": 25
},
{
"completion_length": 3339.2214965820312,
"epoch": 0.6666666666666666,
"grad_norm": 0.4265838861465454,
"kl": 0.7275390625,
"learning_rate": 3.822145849988612e-06,
"loss": 0.0291,
"reward": 0.3386395741254091,
"reward_std": 0.18014118261635303,
"rewards/code_reward": 0.3386395741254091,
"rewards/format_reward": 0.0,
"step": 26
},
{
"completion_length": 3056.1214599609375,
"epoch": 0.6923076923076923,
"grad_norm": 0.4635300636291504,
"kl": 0.7158203125,
"learning_rate": 3.4740831483204696e-06,
"loss": 0.0286,
"reward": 0.4216299280524254,
"reward_std": 0.24011335149407387,
"rewards/code_reward": 0.4216299429535866,
"rewards/format_reward": 0.0,
"step": 27
},
{
"completion_length": 2741.1821899414062,
"epoch": 0.717948717948718,
"grad_norm": 0.26547616720199585,
"kl": 0.6884765625,
"learning_rate": 3.1406172239924583e-06,
"loss": 0.0275,
"reward": 0.5913942456245422,
"reward_std": 0.19475560076534748,
"rewards/code_reward": 0.5913942456245422,
"rewards/format_reward": 0.0,
"step": 28
},
{
"completion_length": 3502.3857421875,
"epoch": 0.7435897435897436,
"grad_norm": 0.3135121464729309,
"kl": 0.8955078125,
"learning_rate": 2.8241507066307106e-06,
"loss": 0.0358,
"reward": 0.33309811167418957,
"reward_std": 0.2021036557853222,
"rewards/code_reward": 0.3330980967730284,
"rewards/format_reward": 0.0,
"step": 29
},
{
"completion_length": 3053.2321166992188,
"epoch": 0.7692307692307693,
"grad_norm": 0.25711485743522644,
"kl": 0.880859375,
"learning_rate": 2.526963744744635e-06,
"loss": 0.0352,
"reward": 0.44350775331258774,
"reward_std": 0.19116137735545635,
"rewards/code_reward": 0.44350775331258774,
"rewards/format_reward": 0.0,
"step": 30
},
{
"completion_length": 3173.0178833007812,
"epoch": 0.7948717948717948,
"grad_norm": 0.3827289044857025,
"kl": 0.8798828125,
"learning_rate": 2.2511975772046403e-06,
"loss": 0.0352,
"reward": 0.42228348553180695,
"reward_std": 0.205778568983078,
"rewards/code_reward": 0.42228347808122635,
"rewards/format_reward": 0.0,
"step": 31
},
{
"completion_length": 3241.3535766601562,
"epoch": 0.8205128205128205,
"grad_norm": 0.4431661367416382,
"kl": 0.9033203125,
"learning_rate": 1.9988391055670234e-06,
"loss": 0.0362,
"reward": 0.3359471336007118,
"reward_std": 0.20435638166964054,
"rewards/code_reward": 0.3359471336007118,
"rewards/format_reward": 0.0,
"step": 32
},
{
"completion_length": 2643.057159423828,
"epoch": 0.8461538461538461,
"grad_norm": 0.5116384029388428,
"kl": 0.8017578125,
"learning_rate": 1.771706578402711e-06,
"loss": 0.0321,
"reward": 0.5609605759382248,
"reward_std": 0.18299106322228909,
"rewards/code_reward": 0.5609605610370636,
"rewards/format_reward": 0.0,
"step": 33
},
{
"completion_length": 2872.3214721679688,
"epoch": 0.8717948717948718,
"grad_norm": 0.44135168194770813,
"kl": 0.962890625,
"learning_rate": 1.5714364907746535e-06,
"loss": 0.0385,
"reward": 0.41167889907956123,
"reward_std": 0.1887526996433735,
"rewards/code_reward": 0.41167885810136795,
"rewards/format_reward": 0.0,
"step": 34
},
{
"completion_length": 2978.9928588867188,
"epoch": 0.8974358974358975,
"grad_norm": 0.6080113053321838,
"kl": 1.0380859375,
"learning_rate": 1.399471793253389e-06,
"loss": 0.0416,
"reward": 0.3960940055549145,
"reward_std": 0.20829082280397415,
"rewards/code_reward": 0.3960940055549145,
"rewards/format_reward": 0.0,
"step": 35
},
{
"completion_length": 3258.403564453125,
"epoch": 0.9230769230769231,
"grad_norm": 0.41639065742492676,
"kl": 1.072265625,
"learning_rate": 1.257051495425121e-06,
"loss": 0.0429,
"reward": 0.1503874734044075,
"reward_std": 0.12068512104451656,
"rewards/code_reward": 0.15038747526705265,
"rewards/format_reward": 0.0,
"step": 36
},
{
"completion_length": 2731.4713745117188,
"epoch": 0.9487179487179487,
"grad_norm": 0.33002978563308716,
"kl": 1.0263671875,
"learning_rate": 1.1452017387992552e-06,
"loss": 0.041,
"reward": 0.234993327409029,
"reward_std": 0.1311760265380144,
"rewards/code_reward": 0.234993327409029,
"rewards/format_reward": 0.0,
"step": 37
},
{
"completion_length": 2790.7571411132812,
"epoch": 0.9743589743589743,
"grad_norm": 0.3518536388874054,
"kl": 1.005859375,
"learning_rate": 1.0647284034353122e-06,
"loss": 0.0402,
"reward": 0.28501298278570175,
"reward_std": 0.07613634853623807,
"rewards/code_reward": 0.28501297906041145,
"rewards/format_reward": 0.0,
"step": 38
},
{
"completion_length": 2785.1597290039062,
"epoch": 1.0,
"grad_norm": 0.6018698215484619,
"kl": 1.119140625,
"learning_rate": 1.0162113015586309e-06,
"loss": 0.0448,
"reward": 0.26603568717837334,
"reward_std": 0.09410964651033282,
"rewards/code_reward": 0.26603569462895393,
"rewards/format_reward": 0.0,
"step": 39
},
{
"epoch": 1.0,
"step": 39,
"total_flos": 0.0,
"train_loss": 0.024176058914698324,
"train_runtime": 19938.5063,
"train_samples_per_second": 0.054,
"train_steps_per_second": 0.002
}
],
"logging_steps": 1,
"max_steps": 39,
"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": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 10,
"trial_name": null,
"trial_params": null
}