| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.006337512130394312, | |
| "eval_steps": 500, | |
| "global_step": 40, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0001584378032598578, | |
| "grad_norm": 4.8242447519442067e-05, | |
| "learning_rate": 0.0029998415465061004, | |
| "loss": 0.0, | |
| "loss/policy_avg": 7.299240678548813e-08, | |
| "objective/entropy": 67.43842315673828, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": 1.5219240188598633, | |
| "objective/scores": 1.52203369140625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 1, | |
| "timer/active_model_forward": 0.7594873309135437, | |
| "timer/calc_advantages": 31.33674430847168, | |
| "timer/calc_loss": 0.774461030960083, | |
| "timer/generate": 28.869869232177734, | |
| "timer/get_reward": 0.5197552442550659, | |
| "timer/model_forward": 0.7690438628196716, | |
| "timer/ref_model_forward": 0.7777600884437561, | |
| "timer/training_step": 34.545597076416016, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0003168756065197156, | |
| "grad_norm": 0.00026670348597690463, | |
| "learning_rate": 0.002999683093012201, | |
| "loss": -0.0, | |
| "loss/policy_avg": -1.7043203115463257e-07, | |
| "objective/entropy": 118.22715759277344, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -3.824268341064453, | |
| "objective/scores": -3.82421875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 2, | |
| "timer/active_model_forward": 0.6569761037826538, | |
| "timer/calc_advantages": 30.551788330078125, | |
| "timer/calc_loss": 0.6658673286437988, | |
| "timer/generate": 28.41728973388672, | |
| "timer/get_reward": 0.43157756328582764, | |
| "timer/model_forward": 0.6641299724578857, | |
| "timer/ref_model_forward": 0.67349773645401, | |
| "timer/training_step": 33.37031936645508, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0004753134097795734, | |
| "grad_norm": 0.00013700829003937542, | |
| "learning_rate": 0.0029995246395183015, | |
| "loss": -0.0, | |
| "loss/policy_avg": -2.9243528842926025e-07, | |
| "objective/entropy": 1081.7860107421875, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -5.476104736328125, | |
| "objective/scores": -5.476806640625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 3, | |
| "timer/active_model_forward": 0.9020705223083496, | |
| "timer/calc_advantages": 32.11817169189453, | |
| "timer/calc_loss": 0.9118615984916687, | |
| "timer/generate": 29.300296783447266, | |
| "timer/get_reward": 0.5959209203720093, | |
| "timer/model_forward": 0.9100804924964905, | |
| "timer/ref_model_forward": 0.9205952882766724, | |
| "timer/training_step": 35.83306121826172, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0006337512130394313, | |
| "grad_norm": 7.692693907301873e-05, | |
| "learning_rate": 0.002999366186024402, | |
| "loss": -0.0, | |
| "loss/policy_avg": -2.0489096641540527e-07, | |
| "objective/entropy": 1181.2274169921875, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -5.0478363037109375, | |
| "objective/scores": -5.04833984375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 4, | |
| "timer/active_model_forward": 0.8427364826202393, | |
| "timer/calc_advantages": 31.744182586669922, | |
| "timer/calc_loss": 0.8533791899681091, | |
| "timer/generate": 29.096416473388672, | |
| "timer/get_reward": 0.5531487464904785, | |
| "timer/model_forward": 0.851642906665802, | |
| "timer/ref_model_forward": 0.8617820143699646, | |
| "timer/training_step": 35.25868225097656, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.000792189016299289, | |
| "grad_norm": 3.911158273695037e-05, | |
| "learning_rate": 0.0029992077325305022, | |
| "loss": -0.0, | |
| "loss/policy_avg": -2.1513551473617554e-07, | |
| "objective/entropy": 1185.438232421875, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -4.198909759521484, | |
| "objective/scores": -4.198486328125, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 5, | |
| "timer/active_model_forward": 0.791987955570221, | |
| "timer/calc_advantages": 31.324127197265625, | |
| "timer/calc_loss": 0.8030194044113159, | |
| "timer/generate": 28.832427978515625, | |
| "timer/get_reward": 0.5202938914299011, | |
| "timer/model_forward": 0.8012962937355042, | |
| "timer/ref_model_forward": 0.8093616366386414, | |
| "timer/training_step": 34.65721130371094, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0009506268195591468, | |
| "grad_norm": 2.5278823159169406e-05, | |
| "learning_rate": 0.002999049279036603, | |
| "loss": -0.0, | |
| "loss/policy_avg": -1.2619420886039734e-07, | |
| "objective/entropy": 528.8932495117188, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -3.1182708740234375, | |
| "objective/scores": -3.1180419921875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 6, | |
| "timer/active_model_forward": 0.7996934652328491, | |
| "timer/calc_advantages": 31.30746078491211, | |
| "timer/calc_loss": 0.8107499480247498, | |
| "timer/generate": 28.788341522216797, | |
| "timer/get_reward": 0.5261460542678833, | |
| "timer/model_forward": 0.8090219497680664, | |
| "timer/ref_model_forward": 0.8171602487564087, | |
| "timer/training_step": 34.65579605102539, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0011090646228190046, | |
| "grad_norm": 1.0207173772869282e-06, | |
| "learning_rate": 0.0029988908255427034, | |
| "loss": -0.0, | |
| "loss/policy_avg": -3.1781382858753204e-08, | |
| "objective/entropy": 1.5396817922592163, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.2192144393920898, | |
| "objective/scores": -1.2193603515625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 7, | |
| "timer/active_model_forward": 1.0039308071136475, | |
| "timer/calc_advantages": 32.610069274902344, | |
| "timer/calc_loss": 1.0154139995574951, | |
| "timer/generate": 29.52051544189453, | |
| "timer/get_reward": 0.6604768633842468, | |
| "timer/model_forward": 1.0136762857437134, | |
| "timer/ref_model_forward": 1.0217972993850708, | |
| "timer/training_step": 36.71036911010742, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0012675024260788625, | |
| "grad_norm": 1.4357982536239433e-06, | |
| "learning_rate": 0.0029987323720488037, | |
| "loss": -0.0, | |
| "loss/policy_avg": -7.380731403827667e-08, | |
| "objective/entropy": 2.126983404159546, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.3588581085205078, | |
| "objective/scores": -1.35894775390625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 8, | |
| "timer/active_model_forward": 1.0782428979873657, | |
| "timer/calc_advantages": 33.10707092285156, | |
| "timer/calc_loss": 1.0924396514892578, | |
| "timer/generate": 29.794893264770508, | |
| "timer/get_reward": 0.7108417749404907, | |
| "timer/model_forward": 1.0906702280044556, | |
| "timer/ref_model_forward": 1.0941966772079468, | |
| "timer/training_step": 37.46529769897461, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0014259402293387202, | |
| "grad_norm": 1.58626687607466e-06, | |
| "learning_rate": 0.002998573918554904, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.851325113326311e-08, | |
| "objective/entropy": 5.8357086181640625, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.3656387329101562, | |
| "objective/scores": -1.36566162109375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 9, | |
| "timer/active_model_forward": 0.9783480167388916, | |
| "timer/calc_advantages": 32.70989990234375, | |
| "timer/calc_loss": 0.9892486333847046, | |
| "timer/generate": 29.658161163330078, | |
| "timer/get_reward": 0.6437245011329651, | |
| "timer/model_forward": 0.9874842166900635, | |
| "timer/ref_model_forward": 0.9964737892150879, | |
| "timer/training_step": 36.70344924926758, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.001584378032598578, | |
| "grad_norm": 1.8057213537758798e-06, | |
| "learning_rate": 0.002998415465061005, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.391768015921116e-08, | |
| "objective/entropy": 37.01044464111328, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.1269941329956055, | |
| "objective/scores": -1.126983642578125, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 10, | |
| "timer/active_model_forward": 0.7927595973014832, | |
| "timer/calc_advantages": 31.501224517822266, | |
| "timer/calc_loss": 0.8029042482376099, | |
| "timer/generate": 28.97046661376953, | |
| "timer/get_reward": 0.5210747718811035, | |
| "timer/model_forward": 0.8011468052864075, | |
| "timer/ref_model_forward": 0.8100461363792419, | |
| "timer/training_step": 34.83835983276367, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0017428158358584358, | |
| "grad_norm": 1.3606485254058498e-06, | |
| "learning_rate": 0.002998257011567105, | |
| "loss": -0.0, | |
| "loss/policy_avg": -6.2282197177410126e-09, | |
| "objective/entropy": 82.50379943847656, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.20352506637573242, | |
| "objective/scores": -0.20351409912109375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 11, | |
| "timer/active_model_forward": 0.8447611331939697, | |
| "timer/calc_advantages": 31.68113899230957, | |
| "timer/calc_loss": 0.8556842803955078, | |
| "timer/generate": 29.030838012695312, | |
| "timer/get_reward": 0.5556706786155701, | |
| "timer/model_forward": 0.853936493396759, | |
| "timer/ref_model_forward": 0.8623838424682617, | |
| "timer/training_step": 35.189205169677734, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0019012536391182935, | |
| "grad_norm": 1.5168055824688054e-06, | |
| "learning_rate": 0.0029980985580732055, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.324545782059431e-08, | |
| "objective/entropy": 43.37924575805664, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.273842453956604, | |
| "objective/scores": -1.2738037109375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 12, | |
| "timer/active_model_forward": 0.6771436929702759, | |
| "timer/calc_advantages": 30.566415786743164, | |
| "timer/calc_loss": 0.6872404217720032, | |
| "timer/generate": 28.381263732910156, | |
| "timer/get_reward": 0.4441335201263428, | |
| "timer/model_forward": 0.6854845881462097, | |
| "timer/ref_model_forward": 0.6946568489074707, | |
| "timer/training_step": 33.479454040527344, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0020596914423781513, | |
| "grad_norm": 9.032095817929076e-07, | |
| "learning_rate": 0.0029979401045793063, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.2401446737349033e-08, | |
| "objective/entropy": 43.8469123840332, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.2306889295578003, | |
| "objective/scores": -1.230804443359375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 13, | |
| "timer/active_model_forward": 0.8871802091598511, | |
| "timer/calc_advantages": 31.831775665283203, | |
| "timer/calc_loss": 0.8963775634765625, | |
| "timer/generate": 29.063201904296875, | |
| "timer/get_reward": 0.5812451839447021, | |
| "timer/model_forward": 0.8946273326873779, | |
| "timer/ref_model_forward": 0.9052593111991882, | |
| "timer/training_step": 35.49396514892578, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.002218129245638009, | |
| "grad_norm": 1.8163491404266097e-06, | |
| "learning_rate": 0.0029977816510854067, | |
| "loss": -0.0, | |
| "loss/policy_avg": -6.629852578043938e-08, | |
| "objective/entropy": 46.85642623901367, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.4318056106567383, | |
| "objective/scores": -1.431884765625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 14, | |
| "timer/active_model_forward": 0.7645549774169922, | |
| "timer/calc_advantages": 31.06265640258789, | |
| "timer/calc_loss": 0.775362491607666, | |
| "timer/generate": 28.632740020751953, | |
| "timer/get_reward": 0.5032914876937866, | |
| "timer/model_forward": 0.7736347317695618, | |
| "timer/ref_model_forward": 0.7821637988090515, | |
| "timer/training_step": 34.282867431640625, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.002376567048897867, | |
| "grad_norm": 1.1021771797459223e-06, | |
| "learning_rate": 0.002997623197591507, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.4819898903369904e-08, | |
| "objective/entropy": 83.53251647949219, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.6715226173400879, | |
| "objective/scores": -0.671539306640625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 15, | |
| "timer/active_model_forward": 1.1367318630218506, | |
| "timer/calc_advantages": 33.59859848022461, | |
| "timer/calc_loss": 1.2175476551055908, | |
| "timer/generate": 30.091690063476562, | |
| "timer/get_reward": 0.7473501563072205, | |
| "timer/model_forward": 1.2155828475952148, | |
| "timer/ref_model_forward": 1.1532230377197266, | |
| "timer/training_step": 38.26678466796875, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.002535004852157725, | |
| "grad_norm": 1.2331845482549397e-06, | |
| "learning_rate": 0.0029974647440976073, | |
| "loss": -0.0, | |
| "loss/policy_avg": -1.6909325495362282e-08, | |
| "objective/entropy": 119.47362518310547, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.5125551223754883, | |
| "objective/scores": -0.5126724243164062, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 16, | |
| "timer/active_model_forward": 0.9046459197998047, | |
| "timer/calc_advantages": 32.02373123168945, | |
| "timer/calc_loss": 0.914932906627655, | |
| "timer/generate": 29.190690994262695, | |
| "timer/get_reward": 0.5946121215820312, | |
| "timer/model_forward": 0.9131810665130615, | |
| "timer/ref_model_forward": 0.922136127948761, | |
| "timer/training_step": 35.75535202026367, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0026934426554175825, | |
| "grad_norm": 2.2155286387715023e-06, | |
| "learning_rate": 0.002997306290603708, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.8712536226958036e-08, | |
| "objective/entropy": 121.45540618896484, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.4430209398269653, | |
| "objective/scores": -1.443115234375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 17, | |
| "timer/active_model_forward": 0.7191606163978577, | |
| "timer/calc_advantages": 31.075271606445312, | |
| "timer/calc_loss": 0.7287229895591736, | |
| "timer/generate": 28.78363037109375, | |
| "timer/get_reward": 0.4706084430217743, | |
| "timer/model_forward": 0.7269375324249268, | |
| "timer/ref_model_forward": 0.737448513507843, | |
| "timer/training_step": 34.119632720947266, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0028518804586774404, | |
| "grad_norm": 8.308816177304834e-07, | |
| "learning_rate": 0.0029971478371098085, | |
| "loss": -0.0, | |
| "loss/policy_avg": -1.1129304766654968e-07, | |
| "objective/entropy": 96.97429656982422, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -2.8110389709472656, | |
| "objective/scores": -2.811279296875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 18, | |
| "timer/active_model_forward": 0.8409894704818726, | |
| "timer/calc_advantages": 31.73868179321289, | |
| "timer/calc_loss": 0.8524103164672852, | |
| "timer/generate": 29.05769920349121, | |
| "timer/get_reward": 0.5517525672912598, | |
| "timer/model_forward": 0.8506196737289429, | |
| "timer/ref_model_forward": 0.8585314154624939, | |
| "timer/training_step": 35.25176239013672, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0030103182619372983, | |
| "grad_norm": 3.799691228323354e-07, | |
| "learning_rate": 0.002996989383615909, | |
| "loss": -0.0, | |
| "loss/policy_avg": -9.569339454174042e-08, | |
| "objective/entropy": 85.54360961914062, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -2.591951370239258, | |
| "objective/scores": -2.591796875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 19, | |
| "timer/active_model_forward": 0.8125832080841064, | |
| "timer/calc_advantages": 31.4530029296875, | |
| "timer/calc_loss": 0.8229714632034302, | |
| "timer/generate": 28.860492706298828, | |
| "timer/get_reward": 0.5346251130104065, | |
| "timer/model_forward": 0.8212224245071411, | |
| "timer/ref_model_forward": 0.8305649757385254, | |
| "timer/training_step": 34.838218688964844, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.003168756065197156, | |
| "grad_norm": 3.7777222132717725e-06, | |
| "learning_rate": 0.002996830930122009, | |
| "loss": -0.0, | |
| "loss/policy_avg": -7.898779585957527e-08, | |
| "objective/entropy": 78.87588500976562, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -2.1325230598449707, | |
| "objective/scores": -2.13275146484375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 20, | |
| "timer/active_model_forward": 1.0649389028549194, | |
| "timer/calc_advantages": 33.12159729003906, | |
| "timer/calc_loss": 1.0808004140853882, | |
| "timer/generate": 29.827653884887695, | |
| "timer/get_reward": 0.7013706564903259, | |
| "timer/model_forward": 1.0790588855743408, | |
| "timer/ref_model_forward": 1.0825612545013428, | |
| "timer/training_step": 37.4581413269043, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0033271938684570138, | |
| "grad_norm": 2.958485652015952e-07, | |
| "learning_rate": 0.00299667247662811, | |
| "loss": -0.0, | |
| "loss/policy_avg": -6.577465683221817e-08, | |
| "objective/entropy": 26.52663803100586, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.5283641815185547, | |
| "objective/scores": -1.52838134765625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 21, | |
| "timer/active_model_forward": 0.8408429622650146, | |
| "timer/calc_advantages": 31.583477020263672, | |
| "timer/calc_loss": 0.8517074584960938, | |
| "timer/generate": 28.94709014892578, | |
| "timer/get_reward": 0.5524436235427856, | |
| "timer/model_forward": 0.8499797582626343, | |
| "timer/ref_model_forward": 0.859445333480835, | |
| "timer/training_step": 35.0816535949707, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0034856316717168717, | |
| "grad_norm": 2.1688055085178348e-07, | |
| "learning_rate": 0.0029965140231342103, | |
| "loss": -0.0, | |
| "loss/policy_avg": -7.275957614183426e-08, | |
| "objective/entropy": 5.097399711608887, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.3907923698425293, | |
| "objective/scores": -1.390869140625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 22, | |
| "timer/active_model_forward": 0.7821312546730042, | |
| "timer/calc_advantages": 31.17966079711914, | |
| "timer/calc_loss": 0.7932944297790527, | |
| "timer/generate": 28.714157104492188, | |
| "timer/get_reward": 0.5111904144287109, | |
| "timer/model_forward": 0.7915641069412231, | |
| "timer/ref_model_forward": 0.8004368543624878, | |
| "timer/training_step": 34.46521759033203, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0036440694749767296, | |
| "grad_norm": 1.0821660367810182e-07, | |
| "learning_rate": 0.0029963555696403106, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.2619725465774536e-08, | |
| "objective/entropy": 0.7932516932487488, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.3286209106445312, | |
| "objective/scores": -1.3287353515625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 23, | |
| "timer/active_model_forward": 0.7814183235168457, | |
| "timer/calc_advantages": 31.230453491210938, | |
| "timer/calc_loss": 0.7906038761138916, | |
| "timer/generate": 28.76888656616211, | |
| "timer/get_reward": 0.511726438999176, | |
| "timer/model_forward": 0.7888429164886475, | |
| "timer/ref_model_forward": 0.7980221509933472, | |
| "timer/training_step": 34.51930236816406, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.003802507278236587, | |
| "grad_norm": 7.358872267104744e-08, | |
| "learning_rate": 0.0029961971161464114, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.1211023926734924e-08, | |
| "objective/entropy": 0.42043036222457886, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.3438358306884766, | |
| "objective/scores": -1.34381103515625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 24, | |
| "timer/active_model_forward": 1.0947436094284058, | |
| "timer/calc_advantages": 33.27772903442383, | |
| "timer/calc_loss": 1.1070483922958374, | |
| "timer/generate": 29.915428161621094, | |
| "timer/get_reward": 0.7210176587104797, | |
| "timer/model_forward": 1.1053131818771362, | |
| "timer/ref_model_forward": 1.1129379272460938, | |
| "timer/training_step": 37.71331024169922, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0039609450814964454, | |
| "grad_norm": 2.472104299044986e-08, | |
| "learning_rate": 0.0029960386626525118, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.727633833885193e-08, | |
| "objective/entropy": 0.012148905545473099, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.9438667297363281, | |
| "objective/scores": -0.943817138671875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 25, | |
| "timer/active_model_forward": 0.8634592890739441, | |
| "timer/calc_advantages": 31.91621971130371, | |
| "timer/calc_loss": 0.8720701932907104, | |
| "timer/generate": 29.20632553100586, | |
| "timer/get_reward": 0.5676878094673157, | |
| "timer/model_forward": 0.8703302145004272, | |
| "timer/ref_model_forward": 0.8802404999732971, | |
| "timer/training_step": 35.50330352783203, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.0041193828847563025, | |
| "grad_norm": 7.710570848473708e-09, | |
| "learning_rate": 0.002995880209158612, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.185938789509237e-08, | |
| "objective/entropy": 0.004173352383077145, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0292143821716309, | |
| "objective/scores": -1.02923583984375, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 26, | |
| "timer/active_model_forward": 1.1470246315002441, | |
| "timer/calc_advantages": 33.62145233154297, | |
| "timer/calc_loss": 1.1597700119018555, | |
| "timer/generate": 30.103939056396484, | |
| "timer/get_reward": 0.7558026313781738, | |
| "timer/model_forward": 1.1580355167388916, | |
| "timer/ref_model_forward": 1.1651380062103271, | |
| "timer/training_step": 38.25925064086914, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.00427782068801616, | |
| "grad_norm": 3.3511178276768305e-09, | |
| "learning_rate": 0.0029957217556647125, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.727633833885193e-08, | |
| "objective/entropy": 0.0016420490574091673, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0198352336883545, | |
| "objective/scores": -1.0199356079101562, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 27, | |
| "timer/active_model_forward": 0.8805452585220337, | |
| "timer/calc_advantages": 31.86100196838379, | |
| "timer/calc_loss": 0.8916431665420532, | |
| "timer/generate": 29.115583419799805, | |
| "timer/get_reward": 0.5775084495544434, | |
| "timer/model_forward": 0.8899136185646057, | |
| "timer/ref_model_forward": 0.8984355926513672, | |
| "timer/training_step": 35.50636291503906, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.004436258491276018, | |
| "grad_norm": 1.413538508465706e-09, | |
| "learning_rate": 0.0029955633021708132, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.634501576423645e-08, | |
| "objective/entropy": 0.0007059703930281103, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.7993221282958984, | |
| "objective/scores": -0.79931640625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 28, | |
| "timer/active_model_forward": 1.1332266330718994, | |
| "timer/calc_advantages": 33.521759033203125, | |
| "timer/calc_loss": 1.1450132131576538, | |
| "timer/generate": 30.048032760620117, | |
| "timer/get_reward": 0.7485961318016052, | |
| "timer/model_forward": 1.1432639360427856, | |
| "timer/ref_model_forward": 1.1509253978729248, | |
| "timer/training_step": 38.09806442260742, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.004594696294535876, | |
| "grad_norm": 5.78209535806451e-10, | |
| "learning_rate": 0.0029954048486769136, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.7963112592697144e-08, | |
| "objective/entropy": 0.00033563331817276776, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.8303084373474121, | |
| "objective/scores": -0.8302459716796875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 29, | |
| "timer/active_model_forward": 0.5042444467544556, | |
| "timer/calc_advantages": 29.47503662109375, | |
| "timer/calc_loss": 0.5117393136024475, | |
| "timer/generate": 27.804088592529297, | |
| "timer/get_reward": 0.32876861095428467, | |
| "timer/model_forward": 0.5100182294845581, | |
| "timer/ref_model_forward": 0.5201169848442078, | |
| "timer/training_step": 31.75719451904297, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.004753134097795734, | |
| "grad_norm": 1.9897845870975317e-10, | |
| "learning_rate": 0.002995246395183014, | |
| "loss": -0.0, | |
| "loss/policy_avg": -3.341119736433029e-08, | |
| "objective/entropy": 0.00016836810391396284, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0440139770507812, | |
| "objective/scores": -1.0440673828125, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 30, | |
| "timer/active_model_forward": 0.8818363547325134, | |
| "timer/calc_advantages": 31.895645141601562, | |
| "timer/calc_loss": 0.8967288732528687, | |
| "timer/generate": 29.129695892333984, | |
| "timer/get_reward": 0.5798584222793579, | |
| "timer/model_forward": 0.8949993848800659, | |
| "timer/ref_model_forward": 0.8993439674377441, | |
| "timer/training_step": 35.555747985839844, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.004911571901055592, | |
| "grad_norm": 1.4891138322425945e-10, | |
| "learning_rate": 0.0029950879416891143, | |
| "loss": -0.0, | |
| "loss/policy_avg": -5.029141902923584e-08, | |
| "objective/entropy": 8.117404649965465e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.2238502502441406, | |
| "objective/scores": -1.22381591796875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 31, | |
| "timer/active_model_forward": 0.9351563453674316, | |
| "timer/calc_advantages": 32.229801177978516, | |
| "timer/calc_loss": 0.946864128112793, | |
| "timer/generate": 29.3177490234375, | |
| "timer/get_reward": 0.6167161464691162, | |
| "timer/model_forward": 0.9451220035552979, | |
| "timer/ref_model_forward": 0.9523330330848694, | |
| "timer/training_step": 36.09205627441406, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.00507000970431545, | |
| "grad_norm": 8.760232816928948e-11, | |
| "learning_rate": 0.0029949294881952146, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.237517714500427e-08, | |
| "objective/entropy": 6.1035148974042386e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0421943664550781, | |
| "objective/scores": -1.042266845703125, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 32, | |
| "timer/active_model_forward": 0.829505205154419, | |
| "timer/calc_advantages": 31.583553314208984, | |
| "timer/calc_loss": 0.8393364548683167, | |
| "timer/generate": 28.969213485717773, | |
| "timer/get_reward": 0.5460556745529175, | |
| "timer/model_forward": 0.8376072645187378, | |
| "timer/ref_model_forward": 0.8457875847816467, | |
| "timer/training_step": 35.03805160522461, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.005228447507575307, | |
| "grad_norm": 5.447125389634877e-11, | |
| "learning_rate": 0.002994771034701315, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.797766450792551e-08, | |
| "objective/entropy": 3.0517576306010596e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0386168956756592, | |
| "objective/scores": -1.03875732421875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 33, | |
| "timer/active_model_forward": 0.7481950521469116, | |
| "timer/calc_advantages": 31.263355255126953, | |
| "timer/calc_loss": 0.7592823505401611, | |
| "timer/generate": 28.858570098876953, | |
| "timer/get_reward": 0.4890865087509155, | |
| "timer/model_forward": 0.7575281262397766, | |
| "timer/ref_model_forward": 0.7657535672187805, | |
| "timer/training_step": 34.43185806274414, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.005386885310835165, | |
| "grad_norm": 3.8278300668048715e-11, | |
| "learning_rate": 0.0029946125812074153, | |
| "loss": -0.0, | |
| "loss/policy_avg": -3.8475263863801956e-08, | |
| "objective/entropy": 3.0517576306010596e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.1492676734924316, | |
| "objective/scores": -1.14923095703125, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 34, | |
| "timer/active_model_forward": 0.9886236190795898, | |
| "timer/calc_advantages": 32.65524673461914, | |
| "timer/calc_loss": 1.0020769834518433, | |
| "timer/generate": 29.594369888305664, | |
| "timer/get_reward": 0.6510753631591797, | |
| "timer/model_forward": 1.0003337860107422, | |
| "timer/ref_model_forward": 1.0066032409667969, | |
| "timer/training_step": 36.705928802490234, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.005545323114095023, | |
| "grad_norm": 3.6770659433971176e-11, | |
| "learning_rate": 0.002994454127713516, | |
| "loss": -0.0, | |
| "loss/policy_avg": -6.775371730327606e-08, | |
| "objective/entropy": 1.5258788153005298e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0323657989501953, | |
| "objective/scores": -1.03228759765625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 35, | |
| "timer/active_model_forward": 0.8282456398010254, | |
| "timer/calc_advantages": 31.575471878051758, | |
| "timer/calc_loss": 0.8373382687568665, | |
| "timer/generate": 28.9643611907959, | |
| "timer/get_reward": 0.542504072189331, | |
| "timer/model_forward": 0.8355766534805298, | |
| "timer/ref_model_forward": 0.8458244204521179, | |
| "timer/training_step": 35.05115509033203, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.005703760917354881, | |
| "grad_norm": 1.9524635380685496e-11, | |
| "learning_rate": 0.0029942956742196165, | |
| "loss": -0.0, | |
| "loss/policy_avg": -3.958120942115784e-08, | |
| "objective/entropy": 1.5258788153005298e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.149190902709961, | |
| "objective/scores": -1.1492919921875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 36, | |
| "timer/active_model_forward": 0.948405385017395, | |
| "timer/calc_advantages": 32.343502044677734, | |
| "timer/calc_loss": 0.9663164615631104, | |
| "timer/generate": 29.394954681396484, | |
| "timer/get_reward": 0.622231662273407, | |
| "timer/model_forward": 0.9645813703536987, | |
| "timer/ref_model_forward": 0.9657047390937805, | |
| "timer/training_step": 36.252403259277344, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.005862198720614739, | |
| "grad_norm": 3.229160688844601e-11, | |
| "learning_rate": 0.002994137220725717, | |
| "loss": -0.0, | |
| "loss/policy_avg": -6.612390279769897e-08, | |
| "objective/entropy": 1.5258788153005298e-05, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.2540512084960938, | |
| "objective/scores": -1.25396728515625, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 37, | |
| "timer/active_model_forward": 1.062816858291626, | |
| "timer/calc_advantages": 33.06248474121094, | |
| "timer/calc_loss": 1.074930191040039, | |
| "timer/generate": 29.784706115722656, | |
| "timer/get_reward": 0.7008613348007202, | |
| "timer/model_forward": 1.0731862783432007, | |
| "timer/ref_model_forward": 1.0801432132720947, | |
| "timer/training_step": 37.3824348449707, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.006020636523874597, | |
| "grad_norm": 7.194660232162642e-12, | |
| "learning_rate": 0.0029939787672318176, | |
| "loss": -0.0, | |
| "loss/policy_avg": -3.9639417082071304e-08, | |
| "objective/entropy": 3.0249354949773988e-06, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.0819144248962402, | |
| "objective/scores": -1.082000732421875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 38, | |
| "timer/active_model_forward": 0.9271302223205566, | |
| "timer/calc_advantages": 32.216827392578125, | |
| "timer/calc_loss": 0.9388477802276611, | |
| "timer/generate": 29.325376510620117, | |
| "timer/get_reward": 0.6095032095909119, | |
| "timer/model_forward": 0.9370960593223572, | |
| "timer/ref_model_forward": 0.9444317817687988, | |
| "timer/training_step": 36.04484558105469, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.006179074327134455, | |
| "grad_norm": 7.418058355079804e-12, | |
| "learning_rate": 0.002993820313737918, | |
| "loss": -0.0, | |
| "loss/policy_avg": -4.330695446697064e-08, | |
| "objective/entropy": 0.0, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -1.1705617904663086, | |
| "objective/scores": -1.170654296875, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 39, | |
| "timer/active_model_forward": 0.7922002077102661, | |
| "timer/calc_advantages": 31.311412811279297, | |
| "timer/calc_loss": 0.8026509284973145, | |
| "timer/generate": 28.80554962158203, | |
| "timer/get_reward": 0.5210146903991699, | |
| "timer/model_forward": 0.800923764705658, | |
| "timer/ref_model_forward": 0.8090575933456421, | |
| "timer/training_step": 34.634342193603516, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| }, | |
| { | |
| "epoch": 0.006337512130394312, | |
| "grad_norm": 4.4267285150001445e-12, | |
| "learning_rate": 0.0029936618602440183, | |
| "loss": -0.0, | |
| "loss/policy_avg": -3.7136487662792206e-08, | |
| "objective/entropy": 0.0, | |
| "objective/kl": 0.0, | |
| "objective/rlhf_reward": -0.7537899017333984, | |
| "objective/scores": -0.7537307739257812, | |
| "policy/approxkl_avg": 0.0, | |
| "policy/clipfrac_avg": 0.0, | |
| "step": 40, | |
| "timer/active_model_forward": 0.7792460322380066, | |
| "timer/calc_advantages": 31.258018493652344, | |
| "timer/calc_loss": 0.7891390323638916, | |
| "timer/generate": 28.808034896850586, | |
| "timer/get_reward": 0.51292884349823, | |
| "timer/model_forward": 0.7873988151550293, | |
| "timer/ref_model_forward": 0.795951247215271, | |
| "timer/training_step": 34.5465087890625, | |
| "val/num_eos_tokens": 0.0, | |
| "val/ratio": 1.0 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 18933, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 8, | |
| "total_flos": 2.096376480419021e+16, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |