{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.9980806142034548, "eval_steps": 1000000, "global_step": 390, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "grad_norm": 747.1989420753074, "learning_rate": 5.128205128205128e-09, "logits/chosen": -2.5617921352386475, "logits/rejected": -2.415619373321533, "logps/chosen": -258.1644592285156, "logps/rejected": -191.65736389160156, "loss": 0.6931, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, "rewards/rejected": 0.0, "step": 1 }, { "epoch": 0.03, "grad_norm": 772.6555707154646, "learning_rate": 5.128205128205127e-08, "logits/chosen": -2.610959053039551, "logits/rejected": -2.52398681640625, "logps/chosen": -267.3009948730469, "logps/rejected": -198.18966674804688, "loss": 0.7062, "rewards/accuracies": 0.4444444477558136, "rewards/chosen": -0.006153374910354614, "rewards/margins": -0.0059446971863508224, "rewards/rejected": -0.0002086775202769786, "step": 10 }, { "epoch": 0.05, "grad_norm": 568.2747762208306, "learning_rate": 1.0256410256410255e-07, "logits/chosen": -2.626389980316162, "logits/rejected": -2.5251834392547607, "logps/chosen": -261.1226501464844, "logps/rejected": -198.20663452148438, "loss": 0.6286, "rewards/accuracies": 0.643750011920929, "rewards/chosen": 0.1013670414686203, "rewards/margins": 0.16386722028255463, "rewards/rejected": -0.06250017881393433, "step": 20 }, { "epoch": 0.08, "grad_norm": 494.0619878155869, "learning_rate": 1.5384615384615385e-07, "logits/chosen": -2.631648302078247, "logits/rejected": -2.533083915710449, "logps/chosen": -253.81259155273438, "logps/rejected": -194.48611450195312, "loss": 0.4093, "rewards/accuracies": 0.8374999761581421, "rewards/chosen": 0.6733725666999817, "rewards/margins": 0.9389022588729858, "rewards/rejected": -0.2655297815799713, "step": 30 }, { "epoch": 0.1, "grad_norm": 479.5871736251968, "learning_rate": 1.999959945379852e-07, "logits/chosen": -2.6485562324523926, "logits/rejected": -2.5283126831054688, "logps/chosen": -247.01113891601562, "logps/rejected": -198.84341430664062, "loss": 0.2427, "rewards/accuracies": 0.8812500238418579, "rewards/chosen": 1.6728582382202148, "rewards/margins": 2.513617753982544, "rewards/rejected": -0.84075927734375, "step": 40 }, { "epoch": 0.13, "grad_norm": 268.0648126747043, "learning_rate": 1.9951572723309917e-07, "logits/chosen": -2.701251983642578, "logits/rejected": -2.596193790435791, "logps/chosen": -260.8350830078125, "logps/rejected": -204.7702178955078, "loss": 0.2435, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 3.198915481567383, "rewards/margins": 4.101343631744385, "rewards/rejected": -0.902428150177002, "step": 50 }, { "epoch": 0.15, "grad_norm": 321.17307426963725, "learning_rate": 1.9823877374156647e-07, "logits/chosen": -2.6826422214508057, "logits/rejected": -2.5699238777160645, "logps/chosen": -260.90740966796875, "logps/rejected": -190.84542846679688, "loss": 0.2062, "rewards/accuracies": 0.918749988079071, "rewards/chosen": 3.89800763130188, "rewards/margins": 4.676665306091309, "rewards/rejected": -0.7786582112312317, "step": 60 }, { "epoch": 0.18, "grad_norm": 341.66511985659804, "learning_rate": 1.9617535688178958e-07, "logits/chosen": -2.664588451385498, "logits/rejected": -2.5252487659454346, "logps/chosen": -289.1197204589844, "logps/rejected": -219.9818572998047, "loss": 0.1912, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 4.399308204650879, "rewards/margins": 5.727428436279297, "rewards/rejected": -1.3281205892562866, "step": 70 }, { "epoch": 0.2, "grad_norm": 345.50558992425647, "learning_rate": 1.9334199560765839e-07, "logits/chosen": -2.612795352935791, "logits/rejected": -2.4848904609680176, "logps/chosen": -260.74462890625, "logps/rejected": -209.5861053466797, "loss": 0.1745, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": 3.798893690109253, "rewards/margins": 5.829946994781494, "rewards/rejected": -2.031052827835083, "step": 80 }, { "epoch": 0.23, "grad_norm": 623.1485221220804, "learning_rate": 1.897613727639014e-07, "logits/chosen": -2.6385045051574707, "logits/rejected": -2.5179295539855957, "logps/chosen": -254.0596160888672, "logps/rejected": -191.18374633789062, "loss": 0.1808, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": 3.131239414215088, "rewards/margins": 5.626199722290039, "rewards/rejected": -2.494959831237793, "step": 90 }, { "epoch": 0.26, "grad_norm": 253.52286816658938, "learning_rate": 1.8546215349560202e-07, "logits/chosen": -2.6612112522125244, "logits/rejected": -2.533451795578003, "logps/chosen": -235.6942138671875, "logps/rejected": -196.51657104492188, "loss": 0.1619, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 3.5456454753875732, "rewards/margins": 5.960389614105225, "rewards/rejected": -2.4147439002990723, "step": 100 }, { "epoch": 0.28, "grad_norm": 266.28422663795834, "learning_rate": 1.8047875576562553e-07, "logits/chosen": -2.6504344940185547, "logits/rejected": -2.52449369430542, "logps/chosen": -254.90847778320312, "logps/rejected": -191.41806030273438, "loss": 0.1662, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 4.884920597076416, "rewards/margins": 6.528225898742676, "rewards/rejected": -1.6433048248291016, "step": 110 }, { "epoch": 0.31, "grad_norm": 248.5491633368023, "learning_rate": 1.748510748171101e-07, "logits/chosen": -2.626223564147949, "logits/rejected": -2.531078815460205, "logps/chosen": -258.3885803222656, "logps/rejected": -210.59378051757812, "loss": 0.1688, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": 4.675450801849365, "rewards/margins": 6.811753273010254, "rewards/rejected": -2.1363017559051514, "step": 120 }, { "epoch": 0.33, "grad_norm": 219.45295559501494, "learning_rate": 1.6862416378687336e-07, "logits/chosen": -2.6003150939941406, "logits/rejected": -2.465550661087036, "logps/chosen": -249.7939910888672, "logps/rejected": -186.2041778564453, "loss": 0.1744, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": 3.695958375930786, "rewards/margins": 6.534309387207031, "rewards/rejected": -2.838351011276245, "step": 130 }, { "epoch": 0.36, "grad_norm": 335.11070283406536, "learning_rate": 1.6184787302662547e-07, "logits/chosen": -2.6305205821990967, "logits/rejected": -2.519258975982666, "logps/chosen": -269.74249267578125, "logps/rejected": -205.24441528320312, "loss": 0.1847, "rewards/accuracies": 0.918749988079071, "rewards/chosen": 3.7317748069763184, "rewards/margins": 6.535207271575928, "rewards/rejected": -2.8034329414367676, "step": 140 }, { "epoch": 0.38, "grad_norm": 237.3062963631657, "learning_rate": 1.5457645101945046e-07, "logits/chosen": -2.613662004470825, "logits/rejected": -2.50919771194458, "logps/chosen": -262.550537109375, "logps/rejected": -209.60781860351562, "loss": 0.1987, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 4.1123762130737305, "rewards/margins": 7.0581793785095215, "rewards/rejected": -2.945803165435791, "step": 150 }, { "epoch": 0.41, "grad_norm": 781.538478360743, "learning_rate": 1.4686811008647035e-07, "logits/chosen": -2.6011874675750732, "logits/rejected": -2.4891130924224854, "logps/chosen": -241.5615692138672, "logps/rejected": -182.00228881835938, "loss": 0.1643, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": 4.244563102722168, "rewards/margins": 6.548022270202637, "rewards/rejected": -2.3034589290618896, "step": 160 }, { "epoch": 0.44, "grad_norm": 420.43337815116814, "learning_rate": 1.387845603604855e-07, "logits/chosen": -2.6014420986175537, "logits/rejected": -2.4862489700317383, "logps/chosen": -260.2299499511719, "logps/rejected": -197.31021118164062, "loss": 0.1451, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 4.481954574584961, "rewards/margins": 6.5617804527282715, "rewards/rejected": -2.0798258781433105, "step": 170 }, { "epoch": 0.46, "grad_norm": 219.52091746145038, "learning_rate": 1.3039051575742468e-07, "logits/chosen": -2.6457467079162598, "logits/rejected": -2.5342042446136475, "logps/chosen": -234.87063598632812, "logps/rejected": -187.8373565673828, "loss": 0.1641, "rewards/accuracies": 0.9375, "rewards/chosen": 3.4876370429992676, "rewards/margins": 5.9574689865112305, "rewards/rejected": -2.469831943511963, "step": 180 }, { "epoch": 0.49, "grad_norm": 391.30420402591136, "learning_rate": 1.2175317590061675e-07, "logits/chosen": -2.598358154296875, "logits/rejected": -2.5016226768493652, "logps/chosen": -256.7655334472656, "logps/rejected": -203.38717651367188, "loss": 0.1704, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 3.634434223175049, "rewards/margins": 6.311253547668457, "rewards/rejected": -2.6768198013305664, "step": 190 }, { "epoch": 0.51, "grad_norm": 573.9951634797832, "learning_rate": 1.1294168814540553e-07, "logits/chosen": -2.640943765640259, "logits/rejected": -2.5037968158721924, "logps/chosen": -270.6221923828125, "logps/rejected": -199.61119079589844, "loss": 0.1514, "rewards/accuracies": 0.9375, "rewards/chosen": 4.9661078453063965, "rewards/margins": 7.715418338775635, "rewards/rejected": -2.749310255050659, "step": 200 }, { "epoch": 0.54, "grad_norm": 383.73670531019474, "learning_rate": 1.0402659401094151e-07, "logits/chosen": -2.6191225051879883, "logits/rejected": -2.5026001930236816, "logps/chosen": -262.648681640625, "logps/rejected": -207.82363891601562, "loss": 0.1405, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 4.20405912399292, "rewards/margins": 7.261610507965088, "rewards/rejected": -3.057551383972168, "step": 210 }, { "epoch": 0.56, "grad_norm": 271.1779091479927, "learning_rate": 9.507926445081218e-08, "logits/chosen": -2.618332862854004, "logits/rejected": -2.5180063247680664, "logps/chosen": -255.3096160888672, "logps/rejected": -204.3534698486328, "loss": 0.1701, "rewards/accuracies": 0.949999988079071, "rewards/chosen": 3.6050515174865723, "rewards/margins": 7.0129852294921875, "rewards/rejected": -3.4079346656799316, "step": 220 }, { "epoch": 0.59, "grad_norm": 290.4603808348808, "learning_rate": 8.61713284835267e-08, "logits/chosen": -2.646491050720215, "logits/rejected": -2.51234769821167, "logps/chosen": -264.74420166015625, "logps/rejected": -205.0327911376953, "loss": 0.1425, "rewards/accuracies": 0.918749988079071, "rewards/chosen": 4.327627182006836, "rewards/margins": 7.188753604888916, "rewards/rejected": -2.8611254692077637, "step": 230 }, { "epoch": 0.61, "grad_norm": 422.65919601372, "learning_rate": 7.73740997570278e-08, "logits/chosen": -2.6252548694610596, "logits/rejected": -2.5125999450683594, "logps/chosen": -258.0855712890625, "logps/rejected": -207.72213745117188, "loss": 0.1341, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 4.273736953735352, "rewards/margins": 7.429440498352051, "rewards/rejected": -3.155702829360962, "step": 240 }, { "epoch": 0.64, "grad_norm": 236.70780195109265, "learning_rate": 6.875800563794424e-08, "logits/chosen": -2.637636184692383, "logits/rejected": -2.522014856338501, "logps/chosen": -264.11163330078125, "logps/rejected": -213.34262084960938, "loss": 0.1561, "rewards/accuracies": 0.9375, "rewards/chosen": 3.965393543243408, "rewards/margins": 7.122384548187256, "rewards/rejected": -3.1569907665252686, "step": 250 }, { "epoch": 0.67, "grad_norm": 261.4238126511671, "learning_rate": 6.039202339608431e-08, "logits/chosen": -2.6351547241210938, "logits/rejected": -2.5343315601348877, "logps/chosen": -257.4027099609375, "logps/rejected": -206.6591033935547, "loss": 0.1287, "rewards/accuracies": 0.949999988079071, "rewards/chosen": 4.236881732940674, "rewards/margins": 7.065675258636475, "rewards/rejected": -2.828793525695801, "step": 260 }, { "epoch": 0.69, "grad_norm": 290.68123700235606, "learning_rate": 5.2343127997869205e-08, "logits/chosen": -2.610731840133667, "logits/rejected": -2.4807095527648926, "logps/chosen": -270.530517578125, "logps/rejected": -215.2696533203125, "loss": 0.2282, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 3.1549553871154785, "rewards/margins": 7.109915733337402, "rewards/rejected": -3.9549612998962402, "step": 270 }, { "epoch": 0.72, "grad_norm": 212.4315878069041, "learning_rate": 4.4675755929468636e-08, "logits/chosen": -2.6439692974090576, "logits/rejected": -2.521467447280884, "logps/chosen": -266.0245056152344, "logps/rejected": -204.48606872558594, "loss": 0.139, "rewards/accuracies": 0.956250011920929, "rewards/chosen": 3.838078737258911, "rewards/margins": 7.6062164306640625, "rewards/rejected": -3.7681381702423096, "step": 280 }, { "epoch": 0.74, "grad_norm": 229.50979085481035, "learning_rate": 3.745128934207224e-08, "logits/chosen": -2.598167657852173, "logits/rejected": -2.5218276977539062, "logps/chosen": -266.5920104980469, "logps/rejected": -222.931884765625, "loss": 0.1507, "rewards/accuracies": 0.9375, "rewards/chosen": 3.6127426624298096, "rewards/margins": 6.654023170471191, "rewards/rejected": -3.0412800312042236, "step": 290 }, { "epoch": 0.77, "grad_norm": 321.80727834811256, "learning_rate": 3.0727564649040063e-08, "logits/chosen": -2.6253504753112793, "logits/rejected": -2.5061511993408203, "logps/chosen": -270.4463806152344, "logps/rejected": -213.0215301513672, "loss": 0.141, "rewards/accuracies": 0.956250011920929, "rewards/chosen": 3.923215389251709, "rewards/margins": 7.3881683349609375, "rewards/rejected": -3.464953660964966, "step": 300 }, { "epoch": 0.79, "grad_norm": 171.80295572629132, "learning_rate": 2.4558409508920985e-08, "logits/chosen": -2.5865883827209473, "logits/rejected": -2.491208553314209, "logps/chosen": -275.579345703125, "logps/rejected": -208.02297973632812, "loss": 0.1401, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": 3.985370635986328, "rewards/margins": 7.237724304199219, "rewards/rejected": -3.2523536682128906, "step": 310 }, { "epoch": 0.82, "grad_norm": 294.8015156484179, "learning_rate": 1.899321190108335e-08, "logits/chosen": -2.6083686351776123, "logits/rejected": -2.508666515350342, "logps/chosen": -258.6110534667969, "logps/rejected": -207.57406616210938, "loss": 0.1709, "rewards/accuracies": 0.8812500238418579, "rewards/chosen": 3.153282642364502, "rewards/margins": 7.0364227294921875, "rewards/rejected": -3.8831400871276855, "step": 320 }, { "epoch": 0.84, "grad_norm": 262.1222746234904, "learning_rate": 1.4076524743778317e-08, "logits/chosen": -2.6292643547058105, "logits/rejected": -2.531942129135132, "logps/chosen": -261.5999450683594, "logps/rejected": -207.26699829101562, "loss": 0.1437, "rewards/accuracies": 0.96875, "rewards/chosen": 4.273932456970215, "rewards/margins": 7.467469215393066, "rewards/rejected": -3.1935369968414307, "step": 330 }, { "epoch": 0.87, "grad_norm": 299.7750791753028, "learning_rate": 9.847709219918398e-09, "logits/chosen": -2.6148436069488525, "logits/rejected": -2.5132031440734863, "logps/chosen": -256.66473388671875, "logps/rejected": -194.7910919189453, "loss": 0.1894, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": 4.073337078094482, "rewards/margins": 7.587210655212402, "rewards/rejected": -3.51387357711792, "step": 340 }, { "epoch": 0.9, "grad_norm": 346.7439242044206, "learning_rate": 6.340619665972846e-09, "logits/chosen": -2.630897045135498, "logits/rejected": -2.5146021842956543, "logps/chosen": -265.88916015625, "logps/rejected": -212.77487182617188, "loss": 0.1582, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": 3.5220444202423096, "rewards/margins": 7.0233283042907715, "rewards/rejected": -3.501283645629883, "step": 350 }, { "epoch": 0.92, "grad_norm": 307.153905111391, "learning_rate": 3.583332546643769e-09, "logits/chosen": -2.6361472606658936, "logits/rejected": -2.5298829078674316, "logps/chosen": -271.5682067871094, "logps/rejected": -209.4921417236328, "loss": 0.1547, "rewards/accuracies": 0.9375, "rewards/chosen": 3.9090733528137207, "rewards/margins": 7.22186279296875, "rewards/rejected": -3.3127894401550293, "step": 360 }, { "epoch": 0.95, "grad_norm": 183.78861249224778, "learning_rate": 1.5979216850509847e-09, "logits/chosen": -2.593644618988037, "logits/rejected": -2.4859519004821777, "logps/chosen": -270.0194396972656, "logps/rejected": -212.9616241455078, "loss": 0.1314, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": 3.80389142036438, "rewards/margins": 6.737584114074707, "rewards/rejected": -2.933692216873169, "step": 370 }, { "epoch": 0.97, "grad_norm": 201.1703750461263, "learning_rate": 4.002815478505006e-10, "logits/chosen": -2.6470093727111816, "logits/rejected": -2.552563428878784, "logps/chosen": -261.07574462890625, "logps/rejected": -216.7428741455078, "loss": 0.1449, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": 4.029725074768066, "rewards/margins": 6.822300910949707, "rewards/rejected": -2.7925755977630615, "step": 380 }, { "epoch": 1.0, "grad_norm": 359.6013698550439, "learning_rate": 0.0, "logits/chosen": -2.6531007289886475, "logits/rejected": -2.540839195251465, "logps/chosen": -249.09298706054688, "logps/rejected": -204.24765014648438, "loss": 0.146, "rewards/accuracies": 0.949999988079071, "rewards/chosen": 3.7912139892578125, "rewards/margins": 7.412507057189941, "rewards/rejected": -3.621293306350708, "step": 390 }, { "epoch": 1.0, "step": 390, "total_flos": 0.0, "train_loss": 0.19850983711389394, "train_runtime": 5891.9709, "train_samples_per_second": 8.486, "train_steps_per_second": 0.066 } ], "logging_steps": 10, "max_steps": 390, "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 }