{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.9982003599280144, "eval_steps": 500, "global_step": 416, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.1904761904761906e-07, "logits/chosen": -0.10997498780488968, "logits/rejected": -0.14968934655189514, "logps/chosen": -470.78253173828125, "logps/rejected": -601.5414428710938, "loss": 0.21, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, "rewards/rejected": 0.0, "step": 1 }, { "epoch": 0.02, "learning_rate": 1.1904761904761906e-06, "logits/chosen": -0.1849229484796524, "logits/rejected": -0.13570153713226318, "logps/chosen": -495.9288330078125, "logps/rejected": -719.5632934570312, "loss": 0.2073, "rewards/accuracies": 0.4027777910232544, "rewards/chosen": -1.4412669315788662e-06, "rewards/margins": -4.9562087951926515e-05, "rewards/rejected": 4.812082988792099e-05, "step": 10 }, { "epoch": 0.05, "learning_rate": 2.380952380952381e-06, "logits/chosen": -0.21864363551139832, "logits/rejected": -0.1575668752193451, "logps/chosen": -500.5243225097656, "logps/rejected": -724.0389404296875, "loss": 0.2106, "rewards/accuracies": 0.65625, "rewards/chosen": -0.0024510668590664864, "rewards/margins": 0.002445765770971775, "rewards/rejected": -0.004896833095699549, "step": 20 }, { "epoch": 0.07, "learning_rate": 3.5714285714285718e-06, "logits/chosen": -0.11167863756418228, "logits/rejected": -0.1275203675031662, "logps/chosen": -545.2283935546875, "logps/rejected": -782.0553588867188, "loss": 0.2009, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.013457772321999073, "rewards/margins": 0.01753374934196472, "rewards/rejected": -0.03099152073264122, "step": 30 }, { "epoch": 0.1, "learning_rate": 4.761904761904762e-06, "logits/chosen": -0.20949259400367737, "logits/rejected": -0.17874333262443542, "logps/chosen": -546.1171875, "logps/rejected": -841.0467529296875, "loss": 0.1651, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -0.05306588485836983, "rewards/margins": 0.06392969191074371, "rewards/rejected": -0.11699558794498444, "step": 40 }, { "epoch": 0.12, "learning_rate": 4.994357350311441e-06, "logits/chosen": -0.19548015296459198, "logits/rejected": -0.24876411259174347, "logps/chosen": -626.0526123046875, "logps/rejected": -1041.28076171875, "loss": 0.1523, "rewards/accuracies": 0.731249988079071, "rewards/chosen": -0.1381954401731491, "rewards/margins": 0.14297422766685486, "rewards/rejected": -0.28116968274116516, "step": 50 }, { "epoch": 0.14, "learning_rate": 4.97147773390341e-06, "logits/chosen": -0.2218095362186432, "logits/rejected": -0.2248532772064209, "logps/chosen": -627.7503662109375, "logps/rejected": -929.7164306640625, "loss": 0.1461, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": -0.14269283413887024, "rewards/margins": 0.11241813004016876, "rewards/rejected": -0.2551110088825226, "step": 60 }, { "epoch": 0.17, "learning_rate": 4.931169703639282e-06, "logits/chosen": -0.23902878165245056, "logits/rejected": -0.19728106260299683, "logps/chosen": -686.7578735351562, "logps/rejected": -1015.8434448242188, "loss": 0.1503, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -0.1398530751466751, "rewards/margins": 0.1030840128660202, "rewards/rejected": -0.24293705821037292, "step": 70 }, { "epoch": 0.19, "learning_rate": 4.873717504456219e-06, "logits/chosen": -0.22387316823005676, "logits/rejected": -0.2015857696533203, "logps/chosen": -625.0352783203125, "logps/rejected": -1033.6270751953125, "loss": 0.1483, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.1254601627588272, "rewards/margins": 0.12839995324611664, "rewards/rejected": -0.25386008620262146, "step": 80 }, { "epoch": 0.22, "learning_rate": 4.7995262788689865e-06, "logits/chosen": -0.27522459626197815, "logits/rejected": -0.21160630881786346, "logps/chosen": -697.7965698242188, "logps/rejected": -1014.5755004882812, "loss": 0.1439, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -0.1593645215034485, "rewards/margins": 0.13819821178913116, "rewards/rejected": -0.29756274819374084, "step": 90 }, { "epoch": 0.24, "learning_rate": 4.709119209978242e-06, "logits/chosen": -0.25298193097114563, "logits/rejected": -0.2807552218437195, "logps/chosen": -657.3956298828125, "logps/rejected": -1090.194091796875, "loss": 0.1371, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.15086904168128967, "rewards/margins": 0.16771209239959717, "rewards/rejected": -0.31858113408088684, "step": 100 }, { "epoch": 0.26, "learning_rate": 4.603133832077953e-06, "logits/chosen": -0.2874082922935486, "logits/rejected": -0.18505045771598816, "logps/chosen": -685.4857788085938, "logps/rejected": -932.3782958984375, "loss": 0.1492, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -0.1552571952342987, "rewards/margins": 0.113719142973423, "rewards/rejected": -0.2689763307571411, "step": 110 }, { "epoch": 0.29, "learning_rate": 4.482317534878901e-06, "logits/chosen": -0.2046702355146408, "logits/rejected": -0.21371881663799286, "logps/chosen": -615.016357421875, "logps/rejected": -1014.6843872070312, "loss": 0.1446, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -0.13098101317882538, "rewards/margins": 0.15675313770771027, "rewards/rejected": -0.2877342104911804, "step": 120 }, { "epoch": 0.31, "learning_rate": 4.3475222930516484e-06, "logits/chosen": -0.30239051580429077, "logits/rejected": -0.2552723288536072, "logps/chosen": -661.1831665039062, "logps/rejected": -1063.7322998046875, "loss": 0.1373, "rewards/accuracies": 0.78125, "rewards/chosen": -0.16380271315574646, "rewards/margins": 0.14136558771133423, "rewards/rejected": -0.3051683008670807, "step": 130 }, { "epoch": 0.34, "learning_rate": 4.199698658255298e-06, "logits/chosen": -0.23284006118774414, "logits/rejected": -0.24393205344676971, "logps/chosen": -689.3310546875, "logps/rejected": -1185.5355224609375, "loss": 0.1333, "rewards/accuracies": 0.8062499761581421, "rewards/chosen": -0.1679478883743286, "rewards/margins": 0.18742243945598602, "rewards/rejected": -0.35537031292915344, "step": 140 }, { "epoch": 0.36, "learning_rate": 4.039889056019159e-06, "logits/chosen": -0.20814350247383118, "logits/rejected": -0.24712209403514862, "logps/chosen": -631.2597045898438, "logps/rejected": -1041.0517578125, "loss": 0.1331, "rewards/accuracies": 0.793749988079071, "rewards/chosen": -0.15335983037948608, "rewards/margins": 0.17034170031547546, "rewards/rejected": -0.32370156049728394, "step": 150 }, { "epoch": 0.38, "learning_rate": 3.869220434746509e-06, "logits/chosen": -0.2555493712425232, "logits/rejected": -0.2478325366973877, "logps/chosen": -709.0995483398438, "logps/rejected": -1125.80615234375, "loss": 0.1273, "rewards/accuracies": 0.8187500238418579, "rewards/chosen": -0.16779521107673645, "rewards/margins": 0.157444566488266, "rewards/rejected": -0.32523980736732483, "step": 160 }, { "epoch": 0.41, "learning_rate": 3.688896318678322e-06, "logits/chosen": -0.24241690337657928, "logits/rejected": -0.2430168092250824, "logps/chosen": -652.2470703125, "logps/rejected": -1029.941162109375, "loss": 0.1405, "rewards/accuracies": 0.762499988079071, "rewards/chosen": -0.1708507239818573, "rewards/margins": 0.14247409999370575, "rewards/rejected": -0.31332483887672424, "step": 170 }, { "epoch": 0.43, "learning_rate": 3.5001883208580668e-06, "logits/chosen": -0.2642208933830261, "logits/rejected": -0.2481091320514679, "logps/chosen": -667.6624145507812, "logps/rejected": -1021.7717895507812, "loss": 0.1306, "rewards/accuracies": 0.762499988079071, "rewards/chosen": -0.18226784467697144, "rewards/margins": 0.14150500297546387, "rewards/rejected": -0.3237728476524353, "step": 180 }, { "epoch": 0.46, "learning_rate": 3.30442717594657e-06, "logits/chosen": -0.1869751662015915, "logits/rejected": -0.23872609436511993, "logps/chosen": -644.8170776367188, "logps/rejected": -1029.4417724609375, "loss": 0.1211, "rewards/accuracies": 0.7250000238418579, "rewards/chosen": -0.1459895819425583, "rewards/margins": 0.15111900866031647, "rewards/rejected": -0.29710859060287476, "step": 190 }, { "epoch": 0.48, "learning_rate": 3.102993356121938e-06, "logits/chosen": -0.260442852973938, "logits/rejected": -0.2213623970746994, "logps/chosen": -672.3732299804688, "logps/rejected": -1037.558837890625, "loss": 0.1341, "rewards/accuracies": 0.793749988079071, "rewards/chosen": -0.1695290207862854, "rewards/margins": 0.14989891648292542, "rewards/rejected": -0.3194279074668884, "step": 200 }, { "epoch": 0.5, "learning_rate": 2.8973073362395e-06, "logits/chosen": -0.25881263613700867, "logits/rejected": -0.20856423676013947, "logps/chosen": -658.4823608398438, "logps/rejected": -1057.578369140625, "loss": 0.1328, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -0.17251142859458923, "rewards/margins": 0.17602583765983582, "rewards/rejected": -0.34853726625442505, "step": 210 }, { "epoch": 0.53, "learning_rate": 2.6888195769001147e-06, "logits/chosen": -0.2791309952735901, "logits/rejected": -0.27674758434295654, "logps/chosen": -642.2847900390625, "logps/rejected": -1090.7037353515625, "loss": 0.1269, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -0.18547888100147247, "rewards/margins": 0.1763353794813156, "rewards/rejected": -0.3618142306804657, "step": 220 }, { "epoch": 0.55, "learning_rate": 2.479000296064417e-06, "logits/chosen": -0.24742920696735382, "logits/rejected": -0.2712458372116089, "logps/chosen": -732.4454956054688, "logps/rejected": -1207.4635009765625, "loss": 0.1238, "rewards/accuracies": 0.856249988079071, "rewards/chosen": -0.18814927339553833, "rewards/margins": 0.19270290434360504, "rewards/rejected": -0.38085219264030457, "step": 230 }, { "epoch": 0.58, "learning_rate": 2.269329101341745e-06, "logits/chosen": -0.30566203594207764, "logits/rejected": -0.2690572142601013, "logps/chosen": -696.6936645507812, "logps/rejected": -1079.8812255859375, "loss": 0.1214, "rewards/accuracies": 0.824999988079071, "rewards/chosen": -0.196825310587883, "rewards/margins": 0.17798085510730743, "rewards/rejected": -0.37480616569519043, "step": 240 }, { "epoch": 0.6, "learning_rate": 2.06128455606496e-06, "logits/chosen": -0.23360852897167206, "logits/rejected": -0.20390859246253967, "logps/chosen": -674.8441162109375, "logps/rejected": -1029.4664306640625, "loss": 0.1324, "rewards/accuracies": 0.7749999761581421, "rewards/chosen": -0.1800800859928131, "rewards/margins": 0.17153646051883698, "rewards/rejected": -0.3516165018081665, "step": 250 }, { "epoch": 0.62, "learning_rate": 1.856333752729311e-06, "logits/chosen": -0.23972924053668976, "logits/rejected": -0.2775985598564148, "logps/chosen": -682.693115234375, "logps/rejected": -1193.5947265625, "loss": 0.1254, "rewards/accuracies": 0.800000011920929, "rewards/chosen": -0.19959069788455963, "rewards/margins": 0.19032658636569977, "rewards/rejected": -0.3899172842502594, "step": 260 }, { "epoch": 0.65, "learning_rate": 1.6559219673215784e-06, "logits/chosen": -0.30556970834732056, "logits/rejected": -0.3009134829044342, "logps/chosen": -681.2161865234375, "logps/rejected": -1142.70361328125, "loss": 0.1318, "rewards/accuracies": 0.793749988079071, "rewards/chosen": -0.20223207771778107, "rewards/margins": 0.17814533412456512, "rewards/rejected": -0.3803774416446686, "step": 270 }, { "epoch": 0.67, "learning_rate": 1.4614624674952843e-06, "logits/chosen": -0.26370662450790405, "logits/rejected": -0.23301748931407928, "logps/chosen": -725.9805908203125, "logps/rejected": -1188.698974609375, "loss": 0.1291, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -0.20386967062950134, "rewards/margins": 0.1635088473558426, "rewards/rejected": -0.3673785328865051, "step": 280 }, { "epoch": 0.7, "learning_rate": 1.2743265464628787e-06, "logits/chosen": -0.26803213357925415, "logits/rejected": -0.23297333717346191, "logps/chosen": -660.8951416015625, "logps/rejected": -1116.446533203125, "loss": 0.1294, "rewards/accuracies": 0.8187500238418579, "rewards/chosen": -0.1704072505235672, "rewards/margins": 0.18539056181907654, "rewards/rejected": -0.35579782724380493, "step": 290 }, { "epoch": 0.72, "learning_rate": 1.0958338528840893e-06, "logits/chosen": -0.23666846752166748, "logits/rejected": -0.264843612909317, "logps/chosen": -715.3922119140625, "logps/rejected": -1168.862548828125, "loss": 0.1267, "rewards/accuracies": 0.8187500238418579, "rewards/chosen": -0.18868893384933472, "rewards/margins": 0.19361743330955505, "rewards/rejected": -0.38230639696121216, "step": 300 }, { "epoch": 0.74, "learning_rate": 9.272430849423175e-07, "logits/chosen": -0.2275594025850296, "logits/rejected": -0.20153971016407013, "logps/chosen": -691.9971313476562, "logps/rejected": -1152.3519287109375, "loss": 0.1327, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.1932949721813202, "rewards/margins": 0.19385525584220886, "rewards/rejected": -0.38715022802352905, "step": 310 }, { "epoch": 0.77, "learning_rate": 7.697431142327633e-07, "logits/chosen": -0.2559944987297058, "logits/rejected": -0.2104511708021164, "logps/chosen": -690.9197998046875, "logps/rejected": -1113.470703125, "loss": 0.1352, "rewards/accuracies": 0.7749999761581421, "rewards/chosen": -0.19007542729377747, "rewards/margins": 0.16325220465660095, "rewards/rejected": -0.3533276319503784, "step": 320 }, { "epoch": 0.79, "learning_rate": 6.244446020550182e-07, "logits/chosen": -0.21340703964233398, "logits/rejected": -0.23157565295696259, "logps/chosen": -706.4766235351562, "logps/rejected": -1090.2486572265625, "loss": 0.1214, "rewards/accuracies": 0.7875000238418579, "rewards/chosen": -0.19076435267925262, "rewards/margins": 0.16976633667945862, "rewards/rejected": -0.36053070425987244, "step": 330 }, { "epoch": 0.82, "learning_rate": 4.923721672305148e-07, "logits/chosen": -0.2297631800174713, "logits/rejected": -0.18899887800216675, "logps/chosen": -723.7625732421875, "logps/rejected": -1124.594482421875, "loss": 0.1285, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.19292166829109192, "rewards/margins": 0.18659308552742004, "rewards/rejected": -0.37951475381851196, "step": 340 }, { "epoch": 0.84, "learning_rate": 3.7445716067596506e-07, "logits/chosen": -0.22677800059318542, "logits/rejected": -0.22308814525604248, "logps/chosen": -663.9019775390625, "logps/rejected": -1152.65283203125, "loss": 0.1117, "rewards/accuracies": 0.84375, "rewards/chosen": -0.1815580129623413, "rewards/margins": 0.20128455758094788, "rewards/rejected": -0.3828425407409668, "step": 350 }, { "epoch": 0.86, "learning_rate": 2.7153109768518926e-07, "logits/chosen": -0.249908447265625, "logits/rejected": -0.1893308460712433, "logps/chosen": -674.8004150390625, "logps/rejected": -1103.431396484375, "loss": 0.1331, "rewards/accuracies": 0.768750011920929, "rewards/chosen": -0.18865013122558594, "rewards/margins": 0.16974930465221405, "rewards/rejected": -0.3583994507789612, "step": 360 }, { "epoch": 0.89, "learning_rate": 1.8431979423369607e-07, "logits/chosen": -0.20425882935523987, "logits/rejected": -0.2509860098361969, "logps/chosen": -787.9830322265625, "logps/rejected": -1210.3958740234375, "loss": 0.1263, "rewards/accuracies": 0.831250011920929, "rewards/chosen": -0.20410247147083282, "rewards/margins": 0.1842099130153656, "rewards/rejected": -0.3883123993873596, "step": 370 }, { "epoch": 0.91, "learning_rate": 1.1343824865573422e-07, "logits/chosen": -0.23611795902252197, "logits/rejected": -0.2374495565891266, "logps/chosen": -683.4967041015625, "logps/rejected": -1033.9107666015625, "loss": 0.1211, "rewards/accuracies": 0.762499988079071, "rewards/chosen": -0.18874987959861755, "rewards/margins": 0.15766242146492004, "rewards/rejected": -0.34641233086586, "step": 380 }, { "epoch": 0.94, "learning_rate": 5.9386304787299175e-08, "logits/chosen": -0.2402607947587967, "logits/rejected": -0.2553133964538574, "logps/chosen": -653.82177734375, "logps/rejected": -1058.991943359375, "loss": 0.1348, "rewards/accuracies": 0.762499988079071, "rewards/chosen": -0.18406951427459717, "rewards/margins": 0.15722426772117615, "rewards/rejected": -0.3412937819957733, "step": 390 }, { "epoch": 0.96, "learning_rate": 2.2545127157831416e-08, "logits/chosen": -0.2702855169773102, "logits/rejected": -0.2571588158607483, "logps/chosen": -723.2869262695312, "logps/rejected": -1087.939208984375, "loss": 0.1216, "rewards/accuracies": 0.762499988079071, "rewards/chosen": -0.19856762886047363, "rewards/margins": 0.1647205799818039, "rewards/rejected": -0.36328819394111633, "step": 400 }, { "epoch": 0.98, "learning_rate": 3.1745130869123564e-09, "logits/chosen": -0.2467096745967865, "logits/rejected": -0.2630787193775177, "logps/chosen": -715.5072021484375, "logps/rejected": -1024.0079345703125, "loss": 0.1273, "rewards/accuracies": 0.75, "rewards/chosen": -0.20651917159557343, "rewards/margins": 0.14182263612747192, "rewards/rejected": -0.34834182262420654, "step": 410 }, { "epoch": 1.0, "step": 416, "total_flos": 0.0, "train_loss": 0.13873135742659753, "train_runtime": 5562.1192, "train_samples_per_second": 3.596, "train_steps_per_second": 0.075 } ], "logging_steps": 10, "max_steps": 416, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 100, "total_flos": 0.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }