{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.9893390191897655, "eval_steps": 39, "global_step": 116, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0, "eval_completion_length": 580.933360529403, "eval_kl": 0.0, "eval_loss": 1.623958087293431e-05, "eval_reward": 0.5275844605966878, "eval_reward_std": 0.35651993932434545, "eval_rewards/accuracy_reward": 0.5264149032080897, "eval_rewards/format_reward": 0.0011695573350396782, "eval_runtime": 4528.6778, "eval_samples_per_second": 1.104, "eval_steps_per_second": 0.01, "step": 0 }, { "completion_length": 604.259627532959, "epoch": 0.08528784648187633, "grad_norm": 1.9525558948516846, "kl": 0.00012731552124023438, "learning_rate": 1.25e-06, "loss": 0.0, "reward": 0.6582589574158192, "reward_std": 0.3278909016400576, "rewards/accuracy_reward": 0.6573660992085933, "rewards/format_reward": 0.0008928571827709675, "step": 5 }, { "completion_length": 616.6596267700195, "epoch": 0.17057569296375266, "grad_norm": 1.6776472330093384, "kl": 0.0016300678253173828, "learning_rate": 2.5e-06, "loss": 0.0001, "reward": 0.6910714641213417, "reward_std": 0.3150623720139265, "rewards/accuracy_reward": 0.6908482506871223, "rewards/format_reward": 0.00022321429569274187, "step": 10 }, { "completion_length": 640.9160995483398, "epoch": 0.255863539445629, "grad_norm": 0.13862861692905426, "kl": 0.004425430297851562, "learning_rate": 2.9938448364256362e-06, "loss": 0.0002, "reward": 0.7236607506871223, "reward_std": 0.26740851644426583, "rewards/accuracy_reward": 0.7236607506871223, "rewards/format_reward": 0.0, "step": 15 }, { "completion_length": 631.7879745483399, "epoch": 0.3411513859275053, "grad_norm": 0.13688388466835022, "kl": 0.007097053527832031, "learning_rate": 2.956412726139078e-06, "loss": 0.0003, "reward": 0.7348214671015739, "reward_std": 0.22995020002126693, "rewards/accuracy_reward": 0.7348214671015739, "rewards/format_reward": 0.0, "step": 20 }, { "completion_length": 619.988638305664, "epoch": 0.42643923240938164, "grad_norm": 0.8423397541046143, "kl": 0.004146957397460937, "learning_rate": 2.88581929876693e-06, "loss": 0.0002, "reward": 0.7430803924798965, "reward_std": 0.22932490669190883, "rewards/accuracy_reward": 0.7430803924798965, "rewards/format_reward": 0.0, "step": 25 }, { "completion_length": 606.4966804504395, "epoch": 0.511727078891258, "grad_norm": 0.11532779783010483, "kl": 0.00457305908203125, "learning_rate": 2.7836719084521715e-06, "loss": 0.0002, "reward": 0.752455385029316, "reward_std": 0.206120328605175, "rewards/accuracy_reward": 0.752455385029316, "rewards/format_reward": 0.0, "step": 30 }, { "completion_length": 589.5859703063965, "epoch": 0.5970149253731343, "grad_norm": 0.10156127065420151, "kl": 0.004618453979492188, "learning_rate": 2.652296367060421e-06, "loss": 0.0002, "reward": 0.783928607404232, "reward_std": 0.19030314590781927, "rewards/accuracy_reward": 0.783928607404232, "rewards/format_reward": 0.0, "step": 35 }, { "epoch": 0.6652452025586354, "eval_completion_length": 582.3961823836617, "eval_kl": 0.005152472896852355, "eval_loss": 0.00021490754443220794, "eval_reward": 0.6949793272260306, "eval_reward_std": 0.20541082589306695, "eval_rewards/accuracy_reward": 0.6949793272260306, "eval_rewards/format_reward": 0.0, "eval_runtime": 4509.8983, "eval_samples_per_second": 1.109, "eval_steps_per_second": 0.01, "step": 39 }, { "completion_length": 591.9185485839844, "epoch": 0.6823027718550106, "grad_norm": 0.12734617292881012, "kl": 0.005767822265625, "learning_rate": 2.4946839873611927e-06, "loss": 0.0002, "reward": 0.7678571790456772, "reward_std": 0.2127251597121358, "rewards/accuracy_reward": 0.7678571790456772, "rewards/format_reward": 0.0, "step": 40 }, { "completion_length": 592.6504753112793, "epoch": 0.767590618336887, "grad_norm": 0.08878223598003387, "kl": 0.00388336181640625, "learning_rate": 2.314423473302218e-06, "loss": 0.0002, "reward": 0.7566964656114579, "reward_std": 0.1911870390176773, "rewards/accuracy_reward": 0.7566964656114579, "rewards/format_reward": 0.0, "step": 45 }, { "completion_length": 579.0308303833008, "epoch": 0.8528784648187633, "grad_norm": 0.10042494535446167, "kl": 0.006903076171875, "learning_rate": 2.1156192081791355e-06, "loss": 0.0003, "reward": 0.7850446835160255, "reward_std": 0.17857401072978973, "rewards/accuracy_reward": 0.7850446835160255, "rewards/format_reward": 0.0, "step": 50 }, { "completion_length": 574.0143119812012, "epoch": 0.9381663113006397, "grad_norm": 0.10724026709794998, "kl": 0.00340118408203125, "learning_rate": 1.9027978012115653e-06, "loss": 0.0001, "reward": 0.7665178909897804, "reward_std": 0.16513762380927802, "rewards/accuracy_reward": 0.7665178909897804, "rewards/format_reward": 0.0, "step": 55 }, { "completion_length": 575.9379244717685, "epoch": 1.0341151385927505, "grad_norm": 0.07216066867113113, "kl": 0.0033409812233664775, "learning_rate": 1.6808050203829845e-06, "loss": 0.0001, "reward": 0.7869318506934426, "reward_std": 0.18544116904112426, "rewards/accuracy_reward": 0.7869318506934426, "rewards/format_reward": 0.0, "step": 60 }, { "completion_length": 565.3899772644043, "epoch": 1.1194029850746268, "grad_norm": 0.09482983499765396, "kl": 0.0034759521484375, "learning_rate": 1.454695458298667e-06, "loss": 0.0001, "reward": 0.7991071745753289, "reward_std": 0.17083449736237527, "rewards/accuracy_reward": 0.7991071745753289, "rewards/format_reward": 0.0, "step": 65 }, { "completion_length": 571.7268089294433, "epoch": 1.2046908315565032, "grad_norm": 0.08009294420480728, "kl": 0.00347137451171875, "learning_rate": 1.2296174432791415e-06, "loss": 0.0001, "reward": 0.7839286103844643, "reward_std": 0.17667411090806126, "rewards/accuracy_reward": 0.7837053954601287, "rewards/format_reward": 0.00022321429569274187, "step": 70 }, { "completion_length": 565.4739059448242, "epoch": 1.2899786780383795, "grad_norm": 0.06680043786764145, "kl": 0.00329742431640625, "learning_rate": 1.0106958161686963e-06, "loss": 0.0001, "reward": 0.7879464671015739, "reward_std": 0.1701756412163377, "rewards/accuracy_reward": 0.7879464671015739, "rewards/format_reward": 0.0, "step": 75 }, { "epoch": 1.3411513859275053, "eval_completion_length": 560.9655020060101, "eval_kl": 0.004444744891158197, "eval_loss": 0.00021425970771815628, "eval_reward": 0.6994489503012921, "eval_reward_std": 0.208146112796903, "eval_rewards/accuracy_reward": 0.6994489503012921, "eval_rewards/format_reward": 0.0, "eval_runtime": 4435.898, "eval_samples_per_second": 1.127, "eval_steps_per_second": 0.01, "step": 78 }, { "completion_length": 551.9654197692871, "epoch": 1.375266524520256, "grad_norm": 0.1283424198627472, "kl": 0.0043430328369140625, "learning_rate": 8.029152419343472e-07, "loss": 0.0002, "reward": 0.7924107536673546, "reward_std": 0.17128037009388208, "rewards/accuracy_reward": 0.7924107536673546, "rewards/format_reward": 0.0, "step": 80 }, { "completion_length": 541.5716796875, "epoch": 1.4605543710021323, "grad_norm": 0.3723917603492737, "kl": 0.003989791870117188, "learning_rate": 6.11006712953975e-07, "loss": 0.0002, "reward": 0.8220982536673546, "reward_std": 0.15211040936410428, "rewards/accuracy_reward": 0.8220982536673546, "rewards/format_reward": 0.0, "step": 85 }, { "completion_length": 563.2312767028809, "epoch": 1.5458422174840085, "grad_norm": 0.09019841253757477, "kl": 0.0033016204833984375, "learning_rate": 4.3933982822017883e-07, "loss": 0.0001, "reward": 0.7973214641213417, "reward_std": 0.17157677421346307, "rewards/accuracy_reward": 0.7973214641213417, "rewards/format_reward": 0.0, "step": 90 }, { "completion_length": 554.155606842041, "epoch": 1.6311300639658848, "grad_norm": 0.06605476140975952, "kl": 0.0035243988037109374, "learning_rate": 2.9182330117358096e-07, "loss": 0.0001, "reward": 0.799107177555561, "reward_std": 0.15023288973607124, "rewards/accuracy_reward": 0.799107177555561, "rewards/format_reward": 0.0, "step": 95 }, { "completion_length": 562.7194396972657, "epoch": 1.716417910447761, "grad_norm": 0.09438558667898178, "kl": 0.003635406494140625, "learning_rate": 1.718159615201853e-07, "loss": 0.0001, "reward": 0.7908482491970062, "reward_std": 0.1763416165485978, "rewards/accuracy_reward": 0.7908482491970062, "rewards/format_reward": 0.0, "step": 100 }, { "completion_length": 581.4640892028808, "epoch": 1.8017057569296375, "grad_norm": 0.08443931490182877, "kl": 0.003319549560546875, "learning_rate": 8.20502774480395e-08, "loss": 0.0001, "reward": 0.7691964648663998, "reward_std": 0.178659126162529, "rewards/accuracy_reward": 0.7691964648663998, "rewards/format_reward": 0.0, "step": 105 }, { "completion_length": 578.9288177490234, "epoch": 1.886993603411514, "grad_norm": 0.09037923067808151, "kl": 0.0033283233642578125, "learning_rate": 2.4570139579284723e-08, "loss": 0.0001, "reward": 0.7825893223285675, "reward_std": 0.16389768896624446, "rewards/accuracy_reward": 0.7825893223285675, "rewards/format_reward": 0.0, "step": 110 }, { "completion_length": 573.8774856567383, "epoch": 1.9722814498933903, "grad_norm": 0.06668173521757126, "kl": 0.0031665802001953126, "learning_rate": 6.843232656998933e-10, "loss": 0.0001, "reward": 0.7763393208384514, "reward_std": 0.15611171433702112, "rewards/accuracy_reward": 0.7763393208384514, "rewards/format_reward": 0.0, "step": 115 }, { "completion_length": 572.2143058776855, "epoch": 1.9893390191897655, "kl": 0.00342559814453125, "reward": 0.7700893357396126, "reward_std": 0.18100517243146896, "rewards/accuracy_reward": 0.7700893357396126, "rewards/format_reward": 0.0, "step": 116, "total_flos": 0.0, "train_loss": 0.0002975721653738533, "train_runtime": 28855.0053, "train_samples_per_second": 0.52, "train_steps_per_second": 0.004 } ], "logging_steps": 5, "max_steps": 116, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 0.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }