| { | |
| "best_metric": 0.3756321966648102, | |
| "best_model_checkpoint": "./mistral/20-04-24-Weni-WeniGPT-Agents-Mistral-1.0.6-SFT-1.0.7-DPO_Experiment on DPO with other hyperparameters and best SFT model of WeniGPT-2_max_steps-1470_batch_1_2024-04-20_ppid_9/checkpoint-180", | |
| "epoch": 2.204081632653061, | |
| "eval_steps": 30, | |
| "global_step": 540, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "grad_norm": 83.44550323486328, | |
| "learning_rate": 6.666666666666667e-07, | |
| "logits/chosen": -1.7825796604156494, | |
| "logits/rejected": -1.7886196374893188, | |
| "logps/chosen": -169.71481323242188, | |
| "logps/rejected": -167.6764373779297, | |
| "loss": 0.6937, | |
| "rewards/accuracies": 0.20000000298023224, | |
| "rewards/chosen": -0.0002815247280523181, | |
| "rewards/margins": -0.0010146332206204534, | |
| "rewards/rejected": 0.0007331084925681353, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "grad_norm": 87.56982421875, | |
| "learning_rate": 1.777777777777778e-06, | |
| "logits/chosen": -1.623265027999878, | |
| "logits/rejected": -1.6968040466308594, | |
| "logps/chosen": -128.7312469482422, | |
| "logps/rejected": -184.20187377929688, | |
| "loss": 0.6912, | |
| "rewards/accuracies": 0.5, | |
| "rewards/chosen": 0.0030528828501701355, | |
| "rewards/margins": 0.004004458896815777, | |
| "rewards/rejected": -0.0009515761630609632, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "grad_norm": 113.4741439819336, | |
| "learning_rate": 2.888888888888889e-06, | |
| "logits/chosen": -1.7152118682861328, | |
| "logits/rejected": -1.758681058883667, | |
| "logps/chosen": -146.91494750976562, | |
| "logps/rejected": -213.5966339111328, | |
| "loss": 0.6781, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 0.03251449763774872, | |
| "rewards/margins": 0.030697176232933998, | |
| "rewards/rejected": 0.0018173219868913293, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "eval_logits/chosen": -1.795080304145813, | |
| "eval_logits/rejected": -1.8307874202728271, | |
| "eval_logps/chosen": -194.3749542236328, | |
| "eval_logps/rejected": -243.1332244873047, | |
| "eval_loss": 0.6762310266494751, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 0.05039369314908981, | |
| "eval_rewards/margins": 0.03467999026179314, | |
| "eval_rewards/rejected": 0.01571369729936123, | |
| "eval_runtime": 26.2365, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "grad_norm": 50.695308685302734, | |
| "learning_rate": 4.000000000000001e-06, | |
| "logits/chosen": -1.9357620477676392, | |
| "logits/rejected": -1.9375683069229126, | |
| "logps/chosen": -183.8218231201172, | |
| "logps/rejected": -115.80632019042969, | |
| "loss": 0.6768, | |
| "rewards/accuracies": 0.699999988079071, | |
| "rewards/chosen": 0.056698836386203766, | |
| "rewards/margins": 0.03413978964090347, | |
| "rewards/rejected": 0.02255905233323574, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "grad_norm": 71.6834716796875, | |
| "learning_rate": 4.996491228070176e-06, | |
| "logits/chosen": -1.7773185968399048, | |
| "logits/rejected": -1.8331743478775024, | |
| "logps/chosen": -167.78533935546875, | |
| "logps/rejected": -227.0582733154297, | |
| "loss": 0.6205, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 0.1449195146560669, | |
| "rewards/margins": 0.15578031539916992, | |
| "rewards/rejected": -0.010860783979296684, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "grad_norm": 93.83502197265625, | |
| "learning_rate": 4.96140350877193e-06, | |
| "logits/chosen": -1.7739536762237549, | |
| "logits/rejected": -1.8414790630340576, | |
| "logps/chosen": -153.57481384277344, | |
| "logps/rejected": -194.3485870361328, | |
| "loss": 0.5918, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 0.2464807778596878, | |
| "rewards/margins": 0.22958576679229736, | |
| "rewards/rejected": 0.016895027831196785, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "eval_logits/chosen": -1.7974774837493896, | |
| "eval_logits/rejected": -1.8332849740982056, | |
| "eval_logps/chosen": -193.71743774414062, | |
| "eval_logps/rejected": -243.05783081054688, | |
| "eval_loss": 0.5998325943946838, | |
| "eval_rewards/accuracies": 0.7857142686843872, | |
| "eval_rewards/chosen": 0.24764502048492432, | |
| "eval_rewards/margins": 0.20930658280849457, | |
| "eval_rewards/rejected": 0.03833846375346184, | |
| "eval_runtime": 26.2349, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "grad_norm": 109.71602630615234, | |
| "learning_rate": 4.926315789473685e-06, | |
| "logits/chosen": -1.8950660228729248, | |
| "logits/rejected": -1.9148075580596924, | |
| "logps/chosen": -169.89028930664062, | |
| "logps/rejected": -177.87301635742188, | |
| "loss": 0.5992, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 0.15271134674549103, | |
| "rewards/margins": 0.21031668782234192, | |
| "rewards/rejected": -0.0576053187251091, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "grad_norm": 90.3881607055664, | |
| "learning_rate": 4.8912280701754386e-06, | |
| "logits/chosen": -1.798600196838379, | |
| "logits/rejected": -1.855521559715271, | |
| "logps/chosen": -160.3217315673828, | |
| "logps/rejected": -247.6388397216797, | |
| "loss": 0.5551, | |
| "rewards/accuracies": 0.699999988079071, | |
| "rewards/chosen": 0.29141485691070557, | |
| "rewards/margins": 0.3369868993759155, | |
| "rewards/rejected": -0.04557197913527489, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "grad_norm": 147.27755737304688, | |
| "learning_rate": 4.856140350877193e-06, | |
| "logits/chosen": -1.8193047046661377, | |
| "logits/rejected": -1.8773219585418701, | |
| "logps/chosen": -155.37123107910156, | |
| "logps/rejected": -245.6790008544922, | |
| "loss": 0.4932, | |
| "rewards/accuracies": 0.699999988079071, | |
| "rewards/chosen": 0.5351110696792603, | |
| "rewards/margins": 0.5927553176879883, | |
| "rewards/rejected": -0.05764435604214668, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "eval_logits/chosen": -1.8004387617111206, | |
| "eval_logits/rejected": -1.836446762084961, | |
| "eval_logps/chosen": -192.66908264160156, | |
| "eval_logps/rejected": -242.95899963378906, | |
| "eval_loss": 0.5072147846221924, | |
| "eval_rewards/accuracies": 0.8214285969734192, | |
| "eval_rewards/chosen": 0.5621528029441833, | |
| "eval_rewards/margins": 0.4941706657409668, | |
| "eval_rewards/rejected": 0.06798211485147476, | |
| "eval_runtime": 26.2422, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "grad_norm": 62.75928497314453, | |
| "learning_rate": 4.821052631578948e-06, | |
| "logits/chosen": -1.7835988998413086, | |
| "logits/rejected": -1.8885362148284912, | |
| "logps/chosen": -109.94624328613281, | |
| "logps/rejected": -232.5241241455078, | |
| "loss": 0.4252, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 0.5394761562347412, | |
| "rewards/margins": 0.787738025188446, | |
| "rewards/rejected": -0.248261958360672, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "grad_norm": 84.42039489746094, | |
| "learning_rate": 4.785964912280702e-06, | |
| "logits/chosen": -1.7081111669540405, | |
| "logits/rejected": -1.7244077920913696, | |
| "logps/chosen": -92.51998138427734, | |
| "logps/rejected": -135.5617218017578, | |
| "loss": 0.5077, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 0.6028972864151001, | |
| "rewards/margins": 0.511993408203125, | |
| "rewards/rejected": 0.09090389311313629, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "grad_norm": 26.61499786376953, | |
| "learning_rate": 4.754385964912281e-06, | |
| "logits/chosen": -1.9250166416168213, | |
| "logits/rejected": -1.9426968097686768, | |
| "logps/chosen": -152.0164337158203, | |
| "logps/rejected": -154.2359161376953, | |
| "loss": 0.4391, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 0.7938548922538757, | |
| "rewards/margins": 0.8368040919303894, | |
| "rewards/rejected": -0.042949117720127106, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "eval_logits/chosen": -1.8051280975341797, | |
| "eval_logits/rejected": -1.8413046598434448, | |
| "eval_logps/chosen": -191.2982177734375, | |
| "eval_logps/rejected": -242.81198120117188, | |
| "eval_loss": 0.4335751235485077, | |
| "eval_rewards/accuracies": 0.7857142686843872, | |
| "eval_rewards/chosen": 0.9734136462211609, | |
| "eval_rewards/margins": 0.8613229990005493, | |
| "eval_rewards/rejected": 0.11209066957235336, | |
| "eval_runtime": 26.2345, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "grad_norm": 90.6368637084961, | |
| "learning_rate": 4.7192982456140355e-06, | |
| "logits/chosen": -1.865144968032837, | |
| "logits/rejected": -1.9209120273590088, | |
| "logps/chosen": -149.78990173339844, | |
| "logps/rejected": -293.8749084472656, | |
| "loss": 0.4133, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 0.4554510712623596, | |
| "rewards/margins": 0.9285024404525757, | |
| "rewards/rejected": -0.47305139899253845, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "grad_norm": 6.8597941398620605, | |
| "learning_rate": 4.68421052631579e-06, | |
| "logits/chosen": -1.8089487552642822, | |
| "logits/rejected": -1.8955650329589844, | |
| "logps/chosen": -100.26250457763672, | |
| "logps/rejected": -209.1724090576172, | |
| "loss": 0.3414, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 0.9389357566833496, | |
| "rewards/margins": 1.521246314048767, | |
| "rewards/rejected": -0.5823107361793518, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "grad_norm": 79.9189453125, | |
| "learning_rate": 4.652631578947368e-06, | |
| "logits/chosen": -1.760371446609497, | |
| "logits/rejected": -1.8096182346343994, | |
| "logps/chosen": -193.62579345703125, | |
| "logps/rejected": -166.35800170898438, | |
| "loss": 0.3208, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 1.2600924968719482, | |
| "rewards/margins": 1.5845091342926025, | |
| "rewards/rejected": -0.32441645860671997, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "eval_logits/chosen": -1.8129692077636719, | |
| "eval_logits/rejected": -1.849239706993103, | |
| "eval_logps/chosen": -189.88929748535156, | |
| "eval_logps/rejected": -242.91104125976562, | |
| "eval_loss": 0.39326220750808716, | |
| "eval_rewards/accuracies": 0.7857142686843872, | |
| "eval_rewards/chosen": 1.3960883617401123, | |
| "eval_rewards/margins": 1.3137177228927612, | |
| "eval_rewards/rejected": 0.08237060159444809, | |
| "eval_runtime": 26.3372, | |
| "eval_samples_per_second": 1.063, | |
| "eval_steps_per_second": 1.063, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "grad_norm": 3.151426315307617, | |
| "learning_rate": 4.617543859649123e-06, | |
| "logits/chosen": -1.7185112237930298, | |
| "logits/rejected": -1.749427080154419, | |
| "logps/chosen": -178.8656463623047, | |
| "logps/rejected": -201.32858276367188, | |
| "loss": 0.4418, | |
| "rewards/accuracies": 0.699999988079071, | |
| "rewards/chosen": 1.3884060382843018, | |
| "rewards/margins": 1.4542597532272339, | |
| "rewards/rejected": -0.06585375964641571, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "grad_norm": 37.79099655151367, | |
| "learning_rate": 4.582456140350878e-06, | |
| "logits/chosen": -1.730787992477417, | |
| "logits/rejected": -1.8099721670150757, | |
| "logps/chosen": -158.50277709960938, | |
| "logps/rejected": -185.48129272460938, | |
| "loss": 0.3912, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 1.4253065586090088, | |
| "rewards/margins": 1.2418479919433594, | |
| "rewards/rejected": 0.18345877528190613, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "grad_norm": 18.49593734741211, | |
| "learning_rate": 4.547368421052632e-06, | |
| "logits/chosen": -1.842390775680542, | |
| "logits/rejected": -1.8834030628204346, | |
| "logps/chosen": -125.84483337402344, | |
| "logps/rejected": -182.78854370117188, | |
| "loss": 0.3215, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 1.5408955812454224, | |
| "rewards/margins": 1.4677695035934448, | |
| "rewards/rejected": 0.07312598079442978, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "eval_logits/chosen": -1.8194406032562256, | |
| "eval_logits/rejected": -1.8561830520629883, | |
| "eval_logps/chosen": -188.3820037841797, | |
| "eval_logps/rejected": -243.13536071777344, | |
| "eval_loss": 0.3756321966648102, | |
| "eval_rewards/accuracies": 0.7857142686843872, | |
| "eval_rewards/chosen": 1.8482797145843506, | |
| "eval_rewards/margins": 1.8331985473632812, | |
| "eval_rewards/rejected": 0.015081183984875679, | |
| "eval_runtime": 26.2381, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "grad_norm": 106.56973266601562, | |
| "learning_rate": 4.512280701754386e-06, | |
| "logits/chosen": -1.8318649530410767, | |
| "logits/rejected": -1.8742272853851318, | |
| "logps/chosen": -197.66619873046875, | |
| "logps/rejected": -247.83560180664062, | |
| "loss": 0.3303, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 2.4889655113220215, | |
| "rewards/margins": 2.536695957183838, | |
| "rewards/rejected": -0.047730110585689545, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "grad_norm": 1.9826362133026123, | |
| "learning_rate": 4.47719298245614e-06, | |
| "logits/chosen": -1.7579128742218018, | |
| "logits/rejected": -1.7890180349349976, | |
| "logps/chosen": -129.37191772460938, | |
| "logps/rejected": -166.67636108398438, | |
| "loss": 0.3292, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.5646984577178955, | |
| "rewards/margins": 2.6955490112304688, | |
| "rewards/rejected": -0.13085035979747772, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "grad_norm": 6.777231693267822, | |
| "learning_rate": 4.442105263157896e-06, | |
| "logits/chosen": -1.7335002422332764, | |
| "logits/rejected": -1.8272641897201538, | |
| "logps/chosen": -114.22731018066406, | |
| "logps/rejected": -215.8419647216797, | |
| "loss": 0.0817, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 3.278646469116211, | |
| "rewards/margins": 4.009958267211914, | |
| "rewards/rejected": -0.7313117980957031, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "eval_logits/chosen": -1.826608419418335, | |
| "eval_logits/rejected": -1.8640671968460083, | |
| "eval_logps/chosen": -186.82992553710938, | |
| "eval_logps/rejected": -243.80209350585938, | |
| "eval_loss": 0.3834719657897949, | |
| "eval_rewards/accuracies": 0.7857142686843872, | |
| "eval_rewards/chosen": 2.3139071464538574, | |
| "eval_rewards/margins": 2.4988515377044678, | |
| "eval_rewards/rejected": -0.1849442571401596, | |
| "eval_runtime": 26.2309, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "grad_norm": 1.0230931043624878, | |
| "learning_rate": 4.40701754385965e-06, | |
| "logits/chosen": -1.7561031579971313, | |
| "logits/rejected": -1.8601219654083252, | |
| "logps/chosen": -134.11428833007812, | |
| "logps/rejected": -273.5272216796875, | |
| "loss": 0.1796, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 1.9340410232543945, | |
| "rewards/margins": 3.8275578022003174, | |
| "rewards/rejected": -1.8935168981552124, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "grad_norm": 54.65635299682617, | |
| "learning_rate": 4.371929824561404e-06, | |
| "logits/chosen": -1.8512550592422485, | |
| "logits/rejected": -1.900559663772583, | |
| "logps/chosen": -210.9802703857422, | |
| "logps/rejected": -240.60269165039062, | |
| "loss": 0.5004, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 1.5826597213745117, | |
| "rewards/margins": 2.925461530685425, | |
| "rewards/rejected": -1.342801809310913, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "grad_norm": 18.797134399414062, | |
| "learning_rate": 4.336842105263158e-06, | |
| "logits/chosen": -1.7781873941421509, | |
| "logits/rejected": -1.8780953884124756, | |
| "logps/chosen": -136.18722534179688, | |
| "logps/rejected": -257.26495361328125, | |
| "loss": 0.137, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 1.9192733764648438, | |
| "rewards/margins": 3.8388113975524902, | |
| "rewards/rejected": -1.9195384979248047, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "eval_logits/chosen": -1.83432936668396, | |
| "eval_logits/rejected": -1.8722076416015625, | |
| "eval_logps/chosen": -185.8831329345703, | |
| "eval_logps/rejected": -244.8594207763672, | |
| "eval_loss": 0.41323208808898926, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.5979421138763428, | |
| "eval_rewards/margins": 3.1000888347625732, | |
| "eval_rewards/rejected": -0.5021467208862305, | |
| "eval_runtime": 26.2323, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "grad_norm": 132.51947021484375, | |
| "learning_rate": 4.301754385964912e-06, | |
| "logits/chosen": -1.8787914514541626, | |
| "logits/rejected": -1.9520515203475952, | |
| "logps/chosen": -186.46717834472656, | |
| "logps/rejected": -250.008056640625, | |
| "loss": 0.3531, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 2.192800283432007, | |
| "rewards/margins": 3.485269069671631, | |
| "rewards/rejected": -1.2924686670303345, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "grad_norm": 6.529983043670654, | |
| "learning_rate": 4.266666666666668e-06, | |
| "logits/chosen": -1.7029941082000732, | |
| "logits/rejected": -1.7871618270874023, | |
| "logps/chosen": -128.5960235595703, | |
| "logps/rejected": -209.27603149414062, | |
| "loss": 0.0883, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.7405991554260254, | |
| "rewards/margins": 5.148273468017578, | |
| "rewards/rejected": -2.4076738357543945, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "grad_norm": 0.27644646167755127, | |
| "learning_rate": 4.2315789473684215e-06, | |
| "logits/chosen": -1.7499496936798096, | |
| "logits/rejected": -1.8194109201431274, | |
| "logps/chosen": -119.34013366699219, | |
| "logps/rejected": -230.69229125976562, | |
| "loss": 0.0997, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 4.146358013153076, | |
| "rewards/margins": 5.72900390625, | |
| "rewards/rejected": -1.5826464891433716, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "eval_logits/chosen": -1.842972755432129, | |
| "eval_logits/rejected": -1.8816190958023071, | |
| "eval_logps/chosen": -185.4148406982422, | |
| "eval_logps/rejected": -246.53672790527344, | |
| "eval_loss": 0.46570485830307007, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.7384250164031982, | |
| "eval_rewards/margins": 3.743762969970703, | |
| "eval_rewards/rejected": -1.0053375959396362, | |
| "eval_runtime": 26.2348, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "grad_norm": 31.16436195373535, | |
| "learning_rate": 4.196491228070176e-06, | |
| "logits/chosen": -1.8344509601593018, | |
| "logits/rejected": -1.919553518295288, | |
| "logps/chosen": -131.51156616210938, | |
| "logps/rejected": -246.3345184326172, | |
| "loss": 0.138, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 2.982485771179199, | |
| "rewards/margins": 6.261662483215332, | |
| "rewards/rejected": -3.2791759967803955, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "grad_norm": 0.08183232694864273, | |
| "learning_rate": 4.16140350877193e-06, | |
| "logits/chosen": -1.847378134727478, | |
| "logits/rejected": -1.8774774074554443, | |
| "logps/chosen": -127.52336120605469, | |
| "logps/rejected": -157.3633270263672, | |
| "loss": 0.3883, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 0.7564169764518738, | |
| "rewards/margins": 2.541962146759033, | |
| "rewards/rejected": -1.7855453491210938, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "grad_norm": 10.61989974975586, | |
| "learning_rate": 4.126315789473685e-06, | |
| "logits/chosen": -1.7770633697509766, | |
| "logits/rejected": -1.8337452411651611, | |
| "logps/chosen": -112.7281265258789, | |
| "logps/rejected": -195.87020874023438, | |
| "loss": 0.0432, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 3.176725387573242, | |
| "rewards/margins": 6.761993408203125, | |
| "rewards/rejected": -3.5852675437927246, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "eval_logits/chosen": -1.849483609199524, | |
| "eval_logits/rejected": -1.888432502746582, | |
| "eval_logps/chosen": -185.52931213378906, | |
| "eval_logps/rejected": -248.10926818847656, | |
| "eval_loss": 0.501145601272583, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.704090118408203, | |
| "eval_rewards/margins": 4.181191921234131, | |
| "eval_rewards/rejected": -1.477101445198059, | |
| "eval_runtime": 26.2437, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.27, | |
| "grad_norm": 327.02899169921875, | |
| "learning_rate": 4.091228070175439e-06, | |
| "logits/chosen": -1.8802036046981812, | |
| "logits/rejected": -1.9435373544692993, | |
| "logps/chosen": -164.2046661376953, | |
| "logps/rejected": -269.22235107421875, | |
| "loss": 0.4088, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 3.3527073860168457, | |
| "rewards/margins": 5.9436140060424805, | |
| "rewards/rejected": -2.5909066200256348, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "grad_norm": 6.565308094024658, | |
| "learning_rate": 4.056140350877193e-06, | |
| "logits/chosen": -1.9250032901763916, | |
| "logits/rejected": -1.9860813617706299, | |
| "logps/chosen": -197.4870147705078, | |
| "logps/rejected": -207.25009155273438, | |
| "loss": 0.4969, | |
| "rewards/accuracies": 0.699999988079071, | |
| "rewards/chosen": 0.32615354657173157, | |
| "rewards/margins": 2.2872400283813477, | |
| "rewards/rejected": -1.9610865116119385, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "grad_norm": 33.34074020385742, | |
| "learning_rate": 4.021052631578948e-06, | |
| "logits/chosen": -1.8470687866210938, | |
| "logits/rejected": -1.8675216436386108, | |
| "logps/chosen": -117.5759506225586, | |
| "logps/rejected": -151.83091735839844, | |
| "loss": 0.1819, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.878262758255005, | |
| "rewards/margins": 5.000906467437744, | |
| "rewards/rejected": -2.12264347076416, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "eval_logits/chosen": -1.8486573696136475, | |
| "eval_logits/rejected": -1.8877869844436646, | |
| "eval_logps/chosen": -185.54177856445312, | |
| "eval_logps/rejected": -249.2687530517578, | |
| "eval_loss": 0.478495329618454, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.7003517150878906, | |
| "eval_rewards/margins": 4.525294780731201, | |
| "eval_rewards/rejected": -1.8249431848526, | |
| "eval_runtime": 26.2362, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "grad_norm": 0.6777727603912354, | |
| "learning_rate": 3.985964912280702e-06, | |
| "logits/chosen": -1.8584426641464233, | |
| "logits/rejected": -1.884598970413208, | |
| "logps/chosen": -78.69309997558594, | |
| "logps/rejected": -126.11468505859375, | |
| "loss": 0.3154, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.5596954822540283, | |
| "rewards/margins": 4.089261054992676, | |
| "rewards/rejected": -1.5295660495758057, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "grad_norm": 45.252723693847656, | |
| "learning_rate": 3.950877192982457e-06, | |
| "logits/chosen": -1.8422210216522217, | |
| "logits/rejected": -1.8741470575332642, | |
| "logps/chosen": -198.17526245117188, | |
| "logps/rejected": -179.26759338378906, | |
| "loss": 0.2128, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.886838912963867, | |
| "rewards/margins": 4.228543758392334, | |
| "rewards/rejected": -1.3417048454284668, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "grad_norm": 0.0007244591251946986, | |
| "learning_rate": 3.9157894736842104e-06, | |
| "logits/chosen": -1.8951257467269897, | |
| "logits/rejected": -1.9684120416641235, | |
| "logps/chosen": -123.7894515991211, | |
| "logps/rejected": -278.1185607910156, | |
| "loss": 0.0169, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 3.9708969593048096, | |
| "rewards/margins": 9.946398735046387, | |
| "rewards/rejected": -5.975502014160156, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "eval_logits/chosen": -1.8510137796401978, | |
| "eval_logits/rejected": -1.8906936645507812, | |
| "eval_logps/chosen": -185.66189575195312, | |
| "eval_logps/rejected": -250.37806701660156, | |
| "eval_loss": 0.4872412383556366, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.664308547973633, | |
| "eval_rewards/margins": 4.822035789489746, | |
| "eval_rewards/rejected": -2.157727003097534, | |
| "eval_runtime": 26.2354, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "grad_norm": 0.001088384771719575, | |
| "learning_rate": 3.880701754385965e-06, | |
| "logits/chosen": -1.859140157699585, | |
| "logits/rejected": -1.903721809387207, | |
| "logps/chosen": -171.89047241210938, | |
| "logps/rejected": -257.6295471191406, | |
| "loss": 0.237, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 2.257797956466675, | |
| "rewards/margins": 7.423349857330322, | |
| "rewards/rejected": -5.165551662445068, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "grad_norm": 13.049817085266113, | |
| "learning_rate": 3.84561403508772e-06, | |
| "logits/chosen": -1.850102186203003, | |
| "logits/rejected": -1.922501564025879, | |
| "logps/chosen": -145.50692749023438, | |
| "logps/rejected": -221.7799530029297, | |
| "loss": 0.2906, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 1.9433931112289429, | |
| "rewards/margins": 6.384174346923828, | |
| "rewards/rejected": -4.440781593322754, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "grad_norm": 0.006105802953243256, | |
| "learning_rate": 3.810526315789474e-06, | |
| "logits/chosen": -1.9277305603027344, | |
| "logits/rejected": -1.9736566543579102, | |
| "logps/chosen": -140.36146545410156, | |
| "logps/rejected": -188.66836547851562, | |
| "loss": 0.235, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.6781504154205322, | |
| "rewards/margins": 5.825950622558594, | |
| "rewards/rejected": -3.1477997303009033, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "eval_logits/chosen": -1.8531960248947144, | |
| "eval_logits/rejected": -1.8930160999298096, | |
| "eval_logps/chosen": -185.68800354003906, | |
| "eval_logps/rejected": -251.1302032470703, | |
| "eval_loss": 0.48860952258110046, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.656480550765991, | |
| "eval_rewards/margins": 5.039853572845459, | |
| "eval_rewards/rejected": -2.3833730220794678, | |
| "eval_runtime": 26.2308, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "grad_norm": 0.00030716226319782436, | |
| "learning_rate": 3.7754385964912284e-06, | |
| "logits/chosen": -1.8817369937896729, | |
| "logits/rejected": -1.9124549627304077, | |
| "logps/chosen": -171.40383911132812, | |
| "logps/rejected": -198.42446899414062, | |
| "loss": 0.4322, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 1.219795823097229, | |
| "rewards/margins": 6.402298927307129, | |
| "rewards/rejected": -5.182502269744873, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "grad_norm": 0.0007249619229696691, | |
| "learning_rate": 3.7403508771929827e-06, | |
| "logits/chosen": -1.8018410205841064, | |
| "logits/rejected": -1.869511365890503, | |
| "logps/chosen": -168.9734649658203, | |
| "logps/rejected": -223.9024658203125, | |
| "loss": 0.9332, | |
| "rewards/accuracies": 0.699999988079071, | |
| "rewards/chosen": 2.475252151489258, | |
| "rewards/margins": 5.069212913513184, | |
| "rewards/rejected": -2.593961238861084, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "grad_norm": 46.79059982299805, | |
| "learning_rate": 3.7052631578947374e-06, | |
| "logits/chosen": -1.774857759475708, | |
| "logits/rejected": -1.8125171661376953, | |
| "logps/chosen": -140.12551879882812, | |
| "logps/rejected": -208.7825927734375, | |
| "loss": 0.7551, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 2.244128704071045, | |
| "rewards/margins": 6.2417426109313965, | |
| "rewards/rejected": -3.997614622116089, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "eval_logits/chosen": -1.8527201414108276, | |
| "eval_logits/rejected": -1.892095923423767, | |
| "eval_logps/chosen": -185.46646118164062, | |
| "eval_logps/rejected": -251.00816345214844, | |
| "eval_loss": 0.438032329082489, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.7229368686676025, | |
| "eval_rewards/margins": 5.069703102111816, | |
| "eval_rewards/rejected": -2.346766233444214, | |
| "eval_runtime": 26.2319, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "grad_norm": 0.1679692417383194, | |
| "learning_rate": 3.6701754385964917e-06, | |
| "logits/chosen": -1.9766556024551392, | |
| "logits/rejected": -1.967247724533081, | |
| "logps/chosen": -181.25978088378906, | |
| "logps/rejected": -174.0313262939453, | |
| "loss": 0.5746, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 2.037475347518921, | |
| "rewards/margins": 4.661454200744629, | |
| "rewards/rejected": -2.623978853225708, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "grad_norm": 0.028290700167417526, | |
| "learning_rate": 3.635087719298246e-06, | |
| "logits/chosen": -1.7324810028076172, | |
| "logits/rejected": -1.8381952047348022, | |
| "logps/chosen": -118.8620376586914, | |
| "logps/rejected": -249.5945587158203, | |
| "loss": 0.1919, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.84242582321167, | |
| "rewards/margins": 8.061222076416016, | |
| "rewards/rejected": -5.218796730041504, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "grad_norm": 3.435687303543091, | |
| "learning_rate": 3.6000000000000003e-06, | |
| "logits/chosen": -1.788468599319458, | |
| "logits/rejected": -1.8786054849624634, | |
| "logps/chosen": -127.3366928100586, | |
| "logps/rejected": -223.4063262939453, | |
| "loss": 0.134, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 0.9258162379264832, | |
| "rewards/margins": 6.352460861206055, | |
| "rewards/rejected": -5.426644802093506, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "eval_logits/chosen": -1.8530861139297485, | |
| "eval_logits/rejected": -1.8925215005874634, | |
| "eval_logps/chosen": -185.6543426513672, | |
| "eval_logps/rejected": -251.7077178955078, | |
| "eval_loss": 0.4383006691932678, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.6665782928466797, | |
| "eval_rewards/margins": 5.223209857940674, | |
| "eval_rewards/rejected": -2.556631565093994, | |
| "eval_runtime": 26.2389, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "grad_norm": 0.2778886556625366, | |
| "learning_rate": 3.5649122807017545e-06, | |
| "logits/chosen": -1.8211870193481445, | |
| "logits/rejected": -1.8562345504760742, | |
| "logps/chosen": -90.34883117675781, | |
| "logps/rejected": -171.23648071289062, | |
| "loss": 0.1284, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 3.756679058074951, | |
| "rewards/margins": 7.474773406982422, | |
| "rewards/rejected": -3.7180938720703125, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "grad_norm": 0.00020280799071770161, | |
| "learning_rate": 3.5298245614035093e-06, | |
| "logits/chosen": -1.7977367639541626, | |
| "logits/rejected": -1.8836923837661743, | |
| "logps/chosen": -180.67724609375, | |
| "logps/rejected": -215.39608764648438, | |
| "loss": 0.5069, | |
| "rewards/accuracies": 0.800000011920929, | |
| "rewards/chosen": 2.3001179695129395, | |
| "rewards/margins": 7.598956108093262, | |
| "rewards/rejected": -5.298838138580322, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "grad_norm": 0.0038736851420253515, | |
| "learning_rate": 3.4947368421052635e-06, | |
| "logits/chosen": -1.8841644525527954, | |
| "logits/rejected": -1.986575722694397, | |
| "logps/chosen": -189.42210388183594, | |
| "logps/rejected": -368.7510070800781, | |
| "loss": 0.0662, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 2.894408702850342, | |
| "rewards/margins": 9.953689575195312, | |
| "rewards/rejected": -7.0592803955078125, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "eval_logits/chosen": -1.8568991422653198, | |
| "eval_logits/rejected": -1.896437406539917, | |
| "eval_logps/chosen": -186.01429748535156, | |
| "eval_logps/rejected": -252.9164276123047, | |
| "eval_loss": 0.44481489062309265, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.55859112739563, | |
| "eval_rewards/margins": 5.477838039398193, | |
| "eval_rewards/rejected": -2.9192464351654053, | |
| "eval_runtime": 26.2387, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.00020024628611281514, | |
| "learning_rate": 3.459649122807018e-06, | |
| "logits/chosen": -1.7868010997772217, | |
| "logits/rejected": -1.8775966167449951, | |
| "logps/chosen": -168.01686096191406, | |
| "logps/rejected": -268.81329345703125, | |
| "loss": 0.2127, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 4.091753959655762, | |
| "rewards/margins": 10.252196311950684, | |
| "rewards/rejected": -6.160443305969238, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "grad_norm": 2.933464288711548, | |
| "learning_rate": 3.424561403508772e-06, | |
| "logits/chosen": -1.8647997379302979, | |
| "logits/rejected": -1.8972787857055664, | |
| "logps/chosen": -206.39712524414062, | |
| "logps/rejected": -255.3307647705078, | |
| "loss": 0.1551, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 3.2640254497528076, | |
| "rewards/margins": 8.8242826461792, | |
| "rewards/rejected": -5.560257434844971, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "grad_norm": 0.088715098798275, | |
| "learning_rate": 3.3894736842105264e-06, | |
| "logits/chosen": -1.8153291940689087, | |
| "logits/rejected": -1.907467246055603, | |
| "logps/chosen": -114.2393569946289, | |
| "logps/rejected": -245.9196319580078, | |
| "loss": 0.1093, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 1.2050167322158813, | |
| "rewards/margins": 7.797829627990723, | |
| "rewards/rejected": -6.592813014984131, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "eval_logits/chosen": -1.8561475276947021, | |
| "eval_logits/rejected": -1.8955259323120117, | |
| "eval_logps/chosen": -186.13938903808594, | |
| "eval_logps/rejected": -253.4276580810547, | |
| "eval_loss": 0.4262312054634094, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.521066904067993, | |
| "eval_rewards/margins": 5.59368371963501, | |
| "eval_rewards/rejected": -3.0726168155670166, | |
| "eval_runtime": 26.2357, | |
| "eval_samples_per_second": 1.067, | |
| "eval_steps_per_second": 1.067, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "grad_norm": 0.0037095127627253532, | |
| "learning_rate": 3.354385964912281e-06, | |
| "logits/chosen": -1.904370665550232, | |
| "logits/rejected": -1.9216587543487549, | |
| "logps/chosen": -173.86373901367188, | |
| "logps/rejected": -173.6374053955078, | |
| "loss": 0.1557, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.4744720458984375, | |
| "rewards/margins": 5.560853004455566, | |
| "rewards/rejected": -3.0863804817199707, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "grad_norm": 1.6992926532566344e-07, | |
| "learning_rate": 3.3192982456140354e-06, | |
| "logits/chosen": -1.7665284872055054, | |
| "logits/rejected": -1.859400987625122, | |
| "logps/chosen": -85.06950378417969, | |
| "logps/rejected": -232.3406524658203, | |
| "loss": 0.0056, | |
| "rewards/accuracies": 1.0, | |
| "rewards/chosen": 3.268359661102295, | |
| "rewards/margins": 9.698001861572266, | |
| "rewards/rejected": -6.4296417236328125, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "grad_norm": 0.00015174441796261817, | |
| "learning_rate": 3.2842105263157897e-06, | |
| "logits/chosen": -1.7254387140274048, | |
| "logits/rejected": -1.8300654888153076, | |
| "logps/chosen": -126.21636962890625, | |
| "logps/rejected": -236.91250610351562, | |
| "loss": 0.1557, | |
| "rewards/accuracies": 0.8999999761581421, | |
| "rewards/chosen": 2.9851126670837402, | |
| "rewards/margins": 9.359209060668945, | |
| "rewards/rejected": -6.374096870422363, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "eval_logits/chosen": -1.85663902759552, | |
| "eval_logits/rejected": -1.8965102434158325, | |
| "eval_logps/chosen": -186.6448974609375, | |
| "eval_logps/rejected": -254.58482360839844, | |
| "eval_loss": 0.4263899326324463, | |
| "eval_rewards/accuracies": 0.75, | |
| "eval_rewards/chosen": 2.369408369064331, | |
| "eval_rewards/margins": 5.789170265197754, | |
| "eval_rewards/rejected": -3.4197616577148438, | |
| "eval_runtime": 26.2541, | |
| "eval_samples_per_second": 1.066, | |
| "eval_steps_per_second": 1.066, | |
| "step": 540 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1470, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "save_steps": 90, | |
| "total_flos": 0.0, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |