{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.9618082618862043, "eval_steps": 200, "global_step": 7600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03897116134060795, "grad_norm": 0.21226342022418976, "learning_rate": 0.00025, "logits/chosen": -19.687898635864258, "logits/rejected": -18.633106231689453, "logps/chosen": -343.7872619628906, "logps/rejected": -250.41775512695312, "loss": 0.4838, "rewards/accuracies": 0.793749988079071, "rewards/chosen": 0.6970043182373047, "rewards/margins": 0.9049937725067139, "rewards/rejected": -0.2079893946647644, "step": 100 }, { "epoch": 0.0779423226812159, "grad_norm": 1.92564857006073, "learning_rate": 0.0005, "logits/chosen": -19.59960174560547, "logits/rejected": -18.517173767089844, "logps/chosen": -349.5354309082031, "logps/rejected": -277.8677062988281, "loss": 0.2445, "rewards/accuracies": 0.862500011920929, "rewards/chosen": 1.4490649700164795, "rewards/margins": 3.1850626468658447, "rewards/rejected": -1.7359976768493652, "step": 200 }, { "epoch": 0.0779423226812159, "eval_logits/chosen": -16.551204681396484, "eval_logits/rejected": -16.51001739501953, "eval_logps/chosen": -340.37274169921875, "eval_logps/rejected": -285.42059326171875, "eval_loss": 0.19902318716049194, "eval_rewards/accuracies": 0.9711538553237915, "eval_rewards/chosen": 0.12859317660331726, "eval_rewards/margins": 1.9796644449234009, "eval_rewards/rejected": -1.8510712385177612, "eval_runtime": 183.9267, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.565, "step": 200 }, { "epoch": 0.11691348402182385, "grad_norm": 1.4603872299194336, "learning_rate": 0.0004997805905390462, "logits/chosen": -19.685632705688477, "logits/rejected": -18.630176544189453, "logps/chosen": -347.72479248046875, "logps/rejected": -297.4257507324219, "loss": 0.195, "rewards/accuracies": 0.8799999952316284, "rewards/chosen": 0.857117235660553, "rewards/margins": 4.945696830749512, "rewards/rejected": -4.088580131530762, "step": 300 }, { "epoch": 0.1558846453624318, "grad_norm": 2.9201486110687256, "learning_rate": 0.0004991227472802768, "logits/chosen": -19.715879440307617, "logits/rejected": -18.654006958007812, "logps/chosen": -347.0750427246094, "logps/rejected": -297.565185546875, "loss": 0.1965, "rewards/accuracies": 0.8949999809265137, "rewards/chosen": 0.27759745717048645, "rewards/margins": 5.794647693634033, "rewards/rejected": -5.517050266265869, "step": 400 }, { "epoch": 0.1558846453624318, "eval_logits/chosen": -16.683916091918945, "eval_logits/rejected": -16.602561950683594, "eval_logps/chosen": -343.2335510253906, "eval_logps/rejected": -309.0007629394531, "eval_loss": 0.04625505581498146, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.15748834609985352, "eval_rewards/margins": 4.051597595214844, "eval_rewards/rejected": -4.2090864181518555, "eval_runtime": 183.7705, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 400 }, { "epoch": 0.19485580670303976, "grad_norm": 0.7862759232521057, "learning_rate": 0.0004980276249199705, "logits/chosen": -19.461082458496094, "logits/rejected": -18.434755325317383, "logps/chosen": -370.48394775390625, "logps/rejected": -314.01043701171875, "loss": 0.1873, "rewards/accuracies": 0.8974999785423279, "rewards/chosen": 0.1783198118209839, "rewards/margins": 5.953300952911377, "rewards/rejected": -5.774980545043945, "step": 500 }, { "epoch": 0.2338269680436477, "grad_norm": 0.5820030570030212, "learning_rate": 0.0004964971456997812, "logits/chosen": -19.28722381591797, "logits/rejected": -18.402751922607422, "logps/chosen": -369.10980224609375, "logps/rejected": -328.44403076171875, "loss": 0.19, "rewards/accuracies": 0.9024999737739563, "rewards/chosen": -0.12349352240562439, "rewards/margins": 6.251636505126953, "rewards/rejected": -6.375130653381348, "step": 600 }, { "epoch": 0.2338269680436477, "eval_logits/chosen": -16.357208251953125, "eval_logits/rejected": -16.30510139465332, "eval_logps/chosen": -336.88409423828125, "eval_logps/rejected": -304.0970764160156, "eval_loss": 0.036708563566207886, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.47745734453201294, "eval_rewards/margins": 4.196179389953613, "eval_rewards/rejected": -3.718721866607666, "eval_runtime": 183.7701, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 600 }, { "epoch": 0.2727981293842556, "grad_norm": 0.3981655538082123, "learning_rate": 0.0004945339960326746, "logits/chosen": -19.472816467285156, "logits/rejected": -18.500709533691406, "logps/chosen": -368.1885681152344, "logps/rejected": -322.74298095703125, "loss": 0.171, "rewards/accuracies": 0.9012500047683716, "rewards/chosen": -0.00018103599722962826, "rewards/margins": 6.297857761383057, "rewards/rejected": -6.298038959503174, "step": 700 }, { "epoch": 0.3117692907248636, "grad_norm": 0.429470956325531, "learning_rate": 0.0004921416217875326, "logits/chosen": -19.675304412841797, "logits/rejected": -18.701597213745117, "logps/chosen": -354.1678771972656, "logps/rejected": -312.2345886230469, "loss": 0.1742, "rewards/accuracies": 0.8912500143051147, "rewards/chosen": 0.06210971996188164, "rewards/margins": 6.645627498626709, "rewards/rejected": -6.583518028259277, "step": 800 }, { "epoch": 0.3117692907248636, "eval_logits/chosen": -16.51410484313965, "eval_logits/rejected": -16.480632781982422, "eval_logps/chosen": -338.15936279296875, "eval_logps/rejected": -315.7767333984375, "eval_loss": 0.023502787575125694, "eval_rewards/accuracies": 0.995192289352417, "eval_rewards/chosen": 0.34993284940719604, "eval_rewards/margins": 5.236622333526611, "eval_rewards/rejected": -4.886689186096191, "eval_runtime": 183.2137, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.568, "step": 800 }, { "epoch": 0.35074045206547155, "grad_norm": 0.3401203453540802, "learning_rate": 0.0004893242222407031, "logits/chosen": -19.789016723632812, "logits/rejected": -18.94336700439453, "logps/chosen": -343.6241760253906, "logps/rejected": -323.7110595703125, "loss": 0.1681, "rewards/accuracies": 0.9087499976158142, "rewards/chosen": 0.2733341455459595, "rewards/margins": 6.843422889709473, "rewards/rejected": -6.5700883865356445, "step": 900 }, { "epoch": 0.3897116134060795, "grad_norm": 1.2149152755737305, "learning_rate": 0.00048608674270511344, "logits/chosen": -19.847705841064453, "logits/rejected": -18.942218780517578, "logps/chosen": -359.46551513671875, "logps/rejected": -334.84136962890625, "loss": 0.1605, "rewards/accuracies": 0.90625, "rewards/chosen": 0.1338280439376831, "rewards/margins": 7.973731517791748, "rewards/rejected": -7.839903354644775, "step": 1000 }, { "epoch": 0.3897116134060795, "eval_logits/chosen": -16.609466552734375, "eval_logits/rejected": -16.567523956298828, "eval_logps/chosen": -334.4723205566406, "eval_logps/rejected": -314.89141845703125, "eval_loss": 0.010429470799863338, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.7186338901519775, "eval_rewards/margins": 5.516786575317383, "eval_rewards/rejected": -4.798152446746826, "eval_runtime": 183.9441, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.565, "step": 1000 }, { "epoch": 0.4286827747466875, "grad_norm": 15.479838371276855, "learning_rate": 0.00048243486584988133, "logits/chosen": -19.61993408203125, "logits/rejected": -18.709421157836914, "logps/chosen": -361.1015625, "logps/rejected": -337.32342529296875, "loss": 0.173, "rewards/accuracies": 0.9037500023841858, "rewards/chosen": -0.6482878923416138, "rewards/margins": 7.439374923706055, "rewards/rejected": -8.087662696838379, "step": 1100 }, { "epoch": 0.4676539360872954, "grad_norm": 2.251624822616577, "learning_rate": 0.00047837500172566503, "logits/chosen": -19.768835067749023, "logits/rejected": -18.762409210205078, "logps/chosen": -365.1903076171875, "logps/rejected": -328.1022644042969, "loss": 0.19, "rewards/accuracies": 0.9200000166893005, "rewards/chosen": -0.6630336046218872, "rewards/margins": 6.923609733581543, "rewards/rejected": -7.586642265319824, "step": 1200 }, { "epoch": 0.4676539360872954, "eval_logits/chosen": -16.668439865112305, "eval_logits/rejected": -16.63960075378418, "eval_logps/chosen": -348.08587646484375, "eval_logps/rejected": -331.30828857421875, "eval_loss": 0.013935078866779804, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.6427211761474609, "eval_rewards/margins": 5.797122478485107, "eval_rewards/rejected": -6.43984317779541, "eval_runtime": 183.93, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.565, "step": 1200 }, { "epoch": 0.5066250974279034, "grad_norm": 2.569606304168701, "learning_rate": 0.00047391427651325704, "logits/chosen": -20.112619400024414, "logits/rejected": -19.097084045410156, "logps/chosen": -361.98895263671875, "logps/rejected": -335.0581970214844, "loss": 0.1348, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.5764763355255127, "rewards/margins": 7.914137363433838, "rewards/rejected": -8.49061393737793, "step": 1300 }, { "epoch": 0.5455962587685113, "grad_norm": 1.0773099660873413, "learning_rate": 0.00046906052001517164, "logits/chosen": -20.002775192260742, "logits/rejected": -19.024526596069336, "logps/chosen": -369.9784851074219, "logps/rejected": -346.8582763671875, "loss": 0.1693, "rewards/accuracies": 0.9237499833106995, "rewards/chosen": -1.2993569374084473, "rewards/margins": 8.027504920959473, "rewards/rejected": -9.326862335205078, "step": 1400 }, { "epoch": 0.5455962587685113, "eval_logits/chosen": -16.792936325073242, "eval_logits/rejected": -16.73811912536621, "eval_logps/chosen": -335.2118835449219, "eval_logps/rejected": -317.7545471191406, "eval_loss": 0.019140072166919708, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.6446801424026489, "eval_rewards/margins": 5.729149341583252, "eval_rewards/rejected": -5.084469318389893, "eval_runtime": 183.9981, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 1400 }, { "epoch": 0.5845674201091192, "grad_norm": 3.4432373046875, "learning_rate": 0.00046382225191218373, "logits/chosen": -20.071659088134766, "logits/rejected": -19.052783966064453, "logps/chosen": -363.5613708496094, "logps/rejected": -345.07879638671875, "loss": 0.1425, "rewards/accuracies": 0.9312499761581421, "rewards/chosen": -0.769163966178894, "rewards/margins": 8.191140174865723, "rewards/rejected": -8.96030330657959, "step": 1500 }, { "epoch": 0.6235385814497272, "grad_norm": 1.9013152122497559, "learning_rate": 0.0004582086668089399, "logits/chosen": -19.665212631225586, "logits/rejected": -18.75629234313965, "logps/chosen": -367.5525817871094, "logps/rejected": -342.85516357421875, "loss": 0.1263, "rewards/accuracies": 0.9325000047683716, "rewards/chosen": -0.8581268191337585, "rewards/margins": 8.124137878417969, "rewards/rejected": -8.982264518737793, "step": 1600 }, { "epoch": 0.6235385814497272, "eval_logits/chosen": -16.445354461669922, "eval_logits/rejected": -16.387128829956055, "eval_logps/chosen": -327.33563232421875, "eval_logps/rejected": -312.2492980957031, "eval_loss": 0.0060209427028894424, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 1.4323018789291382, "eval_rewards/margins": 5.966245174407959, "eval_rewards/rejected": -4.5339436531066895, "eval_runtime": 184.0733, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 1600 }, { "epoch": 0.6625097427903351, "grad_norm": 0.8941299915313721, "learning_rate": 0.0004522296180948922, "logits/chosen": -19.424589157104492, "logits/rejected": -18.495784759521484, "logps/chosen": -374.550537109375, "logps/rejected": -353.1033630371094, "loss": 0.125, "rewards/accuracies": 0.9387500286102295, "rewards/chosen": -0.5644223690032959, "rewards/margins": 8.560413360595703, "rewards/rejected": -9.124835014343262, "step": 1700 }, { "epoch": 0.7014809041309431, "grad_norm": 1.1238608360290527, "learning_rate": 0.00044589560064888347, "logits/chosen": -19.239290237426758, "logits/rejected": -18.375873565673828, "logps/chosen": -369.72027587890625, "logps/rejected": -349.2558898925781, "loss": 0.1232, "rewards/accuracies": 0.9375, "rewards/chosen": -0.9773778319358826, "rewards/margins": 8.248481750488281, "rewards/rejected": -9.225860595703125, "step": 1800 }, { "epoch": 0.7014809041309431, "eval_logits/chosen": -16.073932647705078, "eval_logits/rejected": -16.034406661987305, "eval_logps/chosen": -343.9805908203125, "eval_logps/rejected": -342.4121398925781, "eval_loss": 0.005078889429569244, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.23218610882759094, "eval_rewards/margins": 7.318041801452637, "eval_rewards/rejected": -7.550227642059326, "eval_runtime": 183.2955, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.567, "step": 1800 }, { "epoch": 0.7404520654715511, "grad_norm": 3.126462697982788, "learning_rate": 0.00043921773241774185, "logits/chosen": -19.31768226623535, "logits/rejected": -18.37215232849121, "logps/chosen": -348.50390625, "logps/rejected": -336.8278503417969, "loss": 0.0923, "rewards/accuracies": 0.9587500095367432, "rewards/chosen": -0.21741238236427307, "rewards/margins": 8.6088228225708, "rewards/rejected": -8.826234817504883, "step": 1900 }, { "epoch": 0.779423226812159, "grad_norm": 0.6362993121147156, "learning_rate": 0.0004322077349012186, "logits/chosen": -19.6059513092041, "logits/rejected": -18.7484073638916, "logps/chosen": -359.93206787109375, "logps/rejected": -353.2133483886719, "loss": 0.0983, "rewards/accuracies": 0.949999988079071, "rewards/chosen": -1.2052465677261353, "rewards/margins": 8.998382568359375, "rewards/rejected": -10.203628540039062, "step": 2000 }, { "epoch": 0.779423226812159, "eval_logits/chosen": -16.276912689208984, "eval_logits/rejected": -16.23944854736328, "eval_logps/chosen": -340.11883544921875, "eval_logps/rejected": -336.9291687011719, "eval_loss": 0.003970090765506029, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.15398484468460083, "eval_rewards/margins": 7.155914783477783, "eval_rewards/rejected": -7.001929759979248, "eval_runtime": 184.065, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 2000 }, { "epoch": 0.818394388152767, "grad_norm": 3.1369752883911133, "learning_rate": 0.00042487791257752493, "logits/chosen": -19.724271774291992, "logits/rejected": -18.804405212402344, "logps/chosen": -371.5325012207031, "logps/rejected": -357.1531677246094, "loss": 0.1049, "rewards/accuracies": 0.9512500166893005, "rewards/chosen": -1.3020814657211304, "rewards/margins": 8.643760681152344, "rewards/rejected": -9.945842742919922, "step": 2100 }, { "epoch": 0.857365549493375, "grad_norm": 1.0814727544784546, "learning_rate": 0.0004172411313055802, "logits/chosen": -19.90325164794922, "logits/rejected": -19.001785278320312, "logps/chosen": -376.0804748535156, "logps/rejected": -359.4775390625, "loss": 0.0924, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": -0.4394536316394806, "rewards/margins": 8.659097671508789, "rewards/rejected": -9.098551750183105, "step": 2200 }, { "epoch": 0.857365549493375, "eval_logits/chosen": -16.71300506591797, "eval_logits/rejected": -16.685504913330078, "eval_logps/chosen": -334.0523986816406, "eval_logps/rejected": -324.8212890625, "eval_loss": 0.00510050356388092, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.760625958442688, "eval_rewards/margins": 6.551769733428955, "eval_rewards/rejected": -5.791143417358398, "eval_runtime": 183.3621, "eval_samples_per_second": 1.134, "eval_steps_per_second": 0.567, "step": 2200 }, { "epoch": 0.8963367108339828, "grad_norm": 2.7771525382995605, "learning_rate": 0.0004093107957418828, "logits/chosen": -19.735408782958984, "logits/rejected": -18.8337459564209, "logps/chosen": -367.6742858886719, "logps/rejected": -356.5105895996094, "loss": 0.0789, "rewards/accuracies": 0.9612500071525574, "rewards/chosen": -1.1817975044250488, "rewards/margins": 9.191315650939941, "rewards/rejected": -10.373113632202148, "step": 2300 }, { "epoch": 0.9353078721745908, "grad_norm": 0.0016880702460184693, "learning_rate": 0.0004011008258116425, "logits/chosen": -19.32187271118164, "logits/rejected": -18.563722610473633, "logps/chosen": -373.0425109863281, "logps/rejected": -362.72589111328125, "loss": 0.0848, "rewards/accuracies": 0.9649999737739563, "rewards/chosen": -2.054009437561035, "rewards/margins": 9.20674991607666, "rewards/rejected": -11.260760307312012, "step": 2400 }, { "epoch": 0.9353078721745908, "eval_logits/chosen": -16.159223556518555, "eval_logits/rejected": -16.161327362060547, "eval_logps/chosen": -337.83880615234375, "eval_logps/rejected": -339.8623046875, "eval_loss": 0.0020727256778627634, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.38198867440223694, "eval_rewards/margins": 7.677234172821045, "eval_rewards/rejected": -7.295245170593262, "eval_runtime": 183.8954, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.566, "step": 2400 }, { "epoch": 0.9742790335151987, "grad_norm": 1.488077998161316, "learning_rate": 0.00039262563227547396, "logits/chosen": -19.280136108398438, "logits/rejected": -18.451894760131836, "logps/chosen": -376.1581115722656, "logps/rejected": -366.6534118652344, "loss": 0.0662, "rewards/accuracies": 0.9725000262260437, "rewards/chosen": -1.176061987876892, "rewards/margins": 8.959639549255371, "rewards/rejected": -10.135702133178711, "step": 2500 }, { "epoch": 1.0132501948558068, "grad_norm": 2.0352509021759033, "learning_rate": 0.0003839000914345393, "logits/chosen": -19.330242156982422, "logits/rejected": -18.416221618652344, "logps/chosen": -373.55523681640625, "logps/rejected": -357.8737487792969, "loss": 0.0373, "rewards/accuracies": 0.9837499856948853, "rewards/chosen": -0.7969868183135986, "rewards/margins": 9.221331596374512, "rewards/rejected": -10.018318176269531, "step": 2600 }, { "epoch": 1.0132501948558068, "eval_logits/chosen": -15.664155006408691, "eval_logits/rejected": -15.684382438659668, "eval_logps/chosen": -348.93939208984375, "eval_logps/rejected": -357.6224365234375, "eval_loss": 0.001914023538120091, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.7280683517456055, "eval_rewards/margins": 8.34318733215332, "eval_rewards/rejected": -9.071255683898926, "eval_runtime": 183.3393, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.567, "step": 2600 }, { "epoch": 1.0522213561964147, "grad_norm": 1.1277427673339844, "learning_rate": 0.00037493951901853797, "logits/chosen": -19.345949172973633, "logits/rejected": -18.49242401123047, "logps/chosen": -365.28350830078125, "logps/rejected": -361.580810546875, "loss": 0.021, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -0.9318392872810364, "rewards/margins": 9.834463119506836, "rewards/rejected": -10.766302108764648, "step": 2700 }, { "epoch": 1.0911925175370225, "grad_norm": 0.07178483158349991, "learning_rate": 0.00036575964330237904, "logits/chosen": -19.510316848754883, "logits/rejected": -18.55198860168457, "logps/chosen": -367.44598388671875, "logps/rejected": -363.74078369140625, "loss": 0.0151, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.267324447631836, "rewards/margins": 10.227116584777832, "rewards/rejected": -11.494441032409668, "step": 2800 }, { "epoch": 1.0911925175370225, "eval_logits/chosen": -15.850824356079102, "eval_logits/rejected": -15.864118576049805, "eval_logps/chosen": -359.7252502441406, "eval_logps/rejected": -381.7374572753906, "eval_loss": 0.0014377026818692684, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -1.8066591024398804, "eval_rewards/margins": 9.676095962524414, "eval_rewards/rejected": -11.482755661010742, "eval_runtime": 183.4769, "eval_samples_per_second": 1.134, "eval_steps_per_second": 0.567, "step": 2800 }, { "epoch": 1.1301636788776306, "grad_norm": 1.4340250492095947, "learning_rate": 0.00035637657749872255, "logits/chosen": -19.317781448364258, "logits/rejected": -18.438331604003906, "logps/chosen": -375.9151306152344, "logps/rejected": -366.2434387207031, "loss": 0.0137, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.468919277191162, "rewards/margins": 10.26855754852295, "rewards/rejected": -12.737476348876953, "step": 2900 }, { "epoch": 1.1691348402182384, "grad_norm": 0.2114144116640091, "learning_rate": 0.00034680679147484916, "logits/chosen": -19.166513442993164, "logits/rejected": -18.25996208190918, "logps/chosen": -371.7158508300781, "logps/rejected": -375.24481201171875, "loss": 0.0177, "rewards/accuracies": 0.9925000071525574, "rewards/chosen": -1.933343768119812, "rewards/margins": 10.125692367553711, "rewards/rejected": -12.059035301208496, "step": 3000 }, { "epoch": 1.1691348402182384, "eval_logits/chosen": -16.009708404541016, "eval_logits/rejected": -15.956798553466797, "eval_logps/chosen": -332.91302490234375, "eval_logps/rejected": -345.1927490234375, "eval_loss": 0.0008918559760786593, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.874567449092865, "eval_rewards/margins": 8.702858924865723, "eval_rewards/rejected": -7.8282904624938965, "eval_runtime": 184.0136, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 3000 }, { "epoch": 1.2081060015588465, "grad_norm": 1.6861902475357056, "learning_rate": 0.00033706708284350227, "logits/chosen": -19.25012969970703, "logits/rejected": -18.424623489379883, "logps/chosen": -372.6192932128906, "logps/rejected": -379.19549560546875, "loss": 0.0209, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -1.3639909029006958, "rewards/margins": 10.262293815612793, "rewards/rejected": -11.626285552978516, "step": 3100 }, { "epoch": 1.2470771628994544, "grad_norm": 0.16628094017505646, "learning_rate": 0.00032717454747844735, "logits/chosen": -19.219282150268555, "logits/rejected": -18.238243103027344, "logps/chosen": -365.1196594238281, "logps/rejected": -364.3663330078125, "loss": 0.0168, "rewards/accuracies": 0.9912499785423279, "rewards/chosen": -1.1836423873901367, "rewards/margins": 10.353758811950684, "rewards/rejected": -11.53740119934082, "step": 3200 }, { "epoch": 1.2470771628994544, "eval_logits/chosen": -15.836195945739746, "eval_logits/rejected": -15.786764144897461, "eval_logps/chosen": -340.96075439453125, "eval_logps/rejected": -357.6408996582031, "eval_loss": 0.0008726614178158343, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.06979300826787949, "eval_rewards/margins": 9.142892837524414, "eval_rewards/rejected": -9.073100090026855, "eval_runtime": 183.8457, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.566, "step": 3200 }, { "epoch": 1.2860483242400624, "grad_norm": 0.0003638103371486068, "learning_rate": 0.00031714654950649947, "logits/chosen": -19.43454933166504, "logits/rejected": -18.49201011657715, "logps/chosen": -371.1318664550781, "logps/rejected": -372.17938232421875, "loss": 0.0163, "rewards/accuracies": 0.9912499785423279, "rewards/chosen": -1.4684104919433594, "rewards/margins": 10.204544067382812, "rewards/rejected": -11.672954559326172, "step": 3300 }, { "epoch": 1.3250194855806703, "grad_norm": 0.0004742901655845344, "learning_rate": 0.0003070006908286945, "logits/chosen": -19.53050994873047, "logits/rejected": -18.605304718017578, "logps/chosen": -383.9638671875, "logps/rejected": -382.642333984375, "loss": 0.0159, "rewards/accuracies": 0.9925000071525574, "rewards/chosen": -1.5249592065811157, "rewards/margins": 10.782021522521973, "rewards/rejected": -12.306981086730957, "step": 3400 }, { "epoch": 1.3250194855806703, "eval_logits/chosen": -15.98876953125, "eval_logits/rejected": -15.942709922790527, "eval_logps/chosen": -337.0641174316406, "eval_logps/rejected": -357.69342041015625, "eval_loss": 0.0007918892079032958, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.4594591557979584, "eval_rewards/margins": 9.53781795501709, "eval_rewards/rejected": -9.078359603881836, "eval_runtime": 183.8285, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.566, "step": 3400 }, { "epoch": 1.3639906469212781, "grad_norm": 3.363085985183716, "learning_rate": 0.0002967547802240997, "logits/chosen": -19.533775329589844, "logits/rejected": -18.48381233215332, "logps/chosen": -369.41827392578125, "logps/rejected": -367.9228820800781, "loss": 0.0152, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -0.9302732944488525, "rewards/margins": 10.337385177612305, "rewards/rejected": -11.267658233642578, "step": 3500 }, { "epoch": 1.4029618082618862, "grad_norm": 0.014138066209852695, "learning_rate": 0.00028642680209049715, "logits/chosen": -19.569242477416992, "logits/rejected": -18.72142791748047, "logps/chosen": -355.16339111328125, "logps/rejected": -369.4004211425781, "loss": 0.0106, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -0.6573285460472107, "rewards/margins": 10.500960350036621, "rewards/rejected": -11.15829086303711, "step": 3600 }, { "epoch": 1.4029618082618862, "eval_logits/chosen": -16.05227279663086, "eval_logits/rejected": -16.000469207763672, "eval_logps/chosen": -334.4986572265625, "eval_logps/rejected": -352.8683166503906, "eval_loss": 0.0009424146264791489, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.7160030603408813, "eval_rewards/margins": 9.311846733093262, "eval_rewards/rejected": -8.595843315124512, "eval_runtime": 183.6848, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 3600 }, { "epoch": 1.4419329696024943, "grad_norm": 0.009088713675737381, "learning_rate": 0.00027603488487680684, "logits/chosen": -19.91989517211914, "logits/rejected": -18.872535705566406, "logps/chosen": -372.661865234375, "logps/rejected": -367.7705078125, "loss": 0.0184, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.1601972579956055, "rewards/margins": 10.311330795288086, "rewards/rejected": -11.471526145935059, "step": 3700 }, { "epoch": 1.4809041309431021, "grad_norm": 0.010365006513893604, "learning_rate": 0.00026559726926266204, "logits/chosen": -19.595075607299805, "logits/rejected": -18.658893585205078, "logps/chosen": -390.93206787109375, "logps/rejected": -393.7774963378906, "loss": 0.0095, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.7839019298553467, "rewards/margins": 10.808964729309082, "rewards/rejected": -13.592867851257324, "step": 3800 }, { "epoch": 1.4809041309431021, "eval_logits/chosen": -15.648859977722168, "eval_logits/rejected": -15.611715316772461, "eval_logps/chosen": -346.69561767578125, "eval_logps/rejected": -376.822265625, "eval_loss": 0.0005593308596871793, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.5036950707435608, "eval_rewards/margins": 10.487546920776367, "eval_rewards/rejected": -10.991241455078125, "eval_runtime": 184.1015, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 3800 }, { "epoch": 1.51987529228371, "grad_norm": 0.12639912962913513, "learning_rate": 0.00025513227614098707, "logits/chosen": -19.499780654907227, "logits/rejected": -18.518644332885742, "logps/chosen": -366.645263671875, "logps/rejected": -380.7431640625, "loss": 0.0067, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -1.6605476140975952, "rewards/margins": 10.881020545959473, "rewards/rejected": -12.541565895080566, "step": 3900 }, { "epoch": 1.558846453624318, "grad_norm": 0.32782620191574097, "learning_rate": 0.00024465827445977964, "logits/chosen": -19.350522994995117, "logits/rejected": -18.31049346923828, "logps/chosen": -380.0142822265625, "logps/rejected": -377.0948791503906, "loss": 0.0107, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -1.4461276531219482, "rewards/margins": 10.850979804992676, "rewards/rejected": -12.297107696533203, "step": 4000 }, { "epoch": 1.558846453624318, "eval_logits/chosen": -15.838950157165527, "eval_logits/rejected": -15.806854248046875, "eval_logps/chosen": -336.4289245605469, "eval_logps/rejected": -364.8307189941406, "eval_loss": 0.00040981665370054543, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 0.5229762196540833, "eval_rewards/margins": 10.315059661865234, "eval_rewards/rejected": -9.792083740234375, "eval_runtime": 184.0487, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 4000 }, { "epoch": 1.597817614964926, "grad_norm": 1.2895886898040771, "learning_rate": 0.00023419364897954285, "logits/chosen": -19.494075775146484, "logits/rejected": -18.560813903808594, "logps/chosen": -361.8075256347656, "logps/rejected": -380.0975646972656, "loss": 0.0108, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -1.1338391304016113, "rewards/margins": 11.00627326965332, "rewards/rejected": -12.140111923217773, "step": 4100 }, { "epoch": 1.6367887763055338, "grad_norm": 0.00033555322443135083, "learning_rate": 0.00022375676800296247, "logits/chosen": -19.587282180786133, "logits/rejected": -18.464643478393555, "logps/chosen": -379.6680603027344, "logps/rejected": -372.1777648925781, "loss": 0.0124, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.0544594526290894, "rewards/margins": 11.037619590759277, "rewards/rejected": -12.092079162597656, "step": 4200 }, { "epoch": 1.6367887763055338, "eval_logits/chosen": -15.83126163482666, "eval_logits/rejected": -15.794379234313965, "eval_logps/chosen": -330.6876525878906, "eval_logps/rejected": -356.1661682128906, "eval_loss": 0.0004220473056193441, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 1.0971003770828247, "eval_rewards/margins": 10.022727012634277, "eval_rewards/rejected": -8.925626754760742, "eval_runtime": 183.9983, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 4200 }, { "epoch": 1.6757599376461418, "grad_norm": 1.2421733140945435, "learning_rate": 0.00021336595113347144, "logits/chosen": -19.402978897094727, "logits/rejected": -18.351083755493164, "logps/chosen": -370.1186828613281, "logps/rejected": -374.5020446777344, "loss": 0.009, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.1320860385894775, "rewards/margins": 10.839487075805664, "rewards/rejected": -11.971571922302246, "step": 4300 }, { "epoch": 1.71473109898675, "grad_norm": 0.16441740095615387, "learning_rate": 0.00020303943711929526, "logits/chosen": -19.135257720947266, "logits/rejected": -18.16560173034668, "logps/chosen": -375.6964111328125, "logps/rejected": -390.9460144042969, "loss": 0.021, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.0195655822753906, "rewards/margins": 11.327723503112793, "rewards/rejected": -13.3472900390625, "step": 4400 }, { "epoch": 1.71473109898675, "eval_logits/chosen": -15.488088607788086, "eval_logits/rejected": -15.465119361877441, "eval_logps/chosen": -344.2342529296875, "eval_logps/rejected": -376.2817687988281, "eval_loss": 0.0005891394102945924, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.25755709409713745, "eval_rewards/margins": 10.679630279541016, "eval_rewards/rejected": -10.937186241149902, "eval_runtime": 184.1206, "eval_samples_per_second": 1.13, "eval_steps_per_second": 0.565, "step": 4400 }, { "epoch": 1.7537022603273578, "grad_norm": 0.02925615757703781, "learning_rate": 0.00019279535183942101, "logits/chosen": -19.17304039001465, "logits/rejected": -18.184049606323242, "logps/chosen": -385.8622131347656, "logps/rejected": -391.7120361328125, "loss": 0.0083, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.9831608533859253, "rewards/margins": 11.25387954711914, "rewards/rejected": -13.237038612365723, "step": 4500 }, { "epoch": 1.7926734216679656, "grad_norm": 0.05078015476465225, "learning_rate": 0.00018265167648768259, "logits/chosen": -19.064685821533203, "logits/rejected": -18.237638473510742, "logps/chosen": -376.9311218261719, "logps/rejected": -387.96905517578125, "loss": 0.0061, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.660050392150879, "rewards/margins": 11.354269027709961, "rewards/rejected": -14.014320373535156, "step": 4600 }, { "epoch": 1.7926734216679656, "eval_logits/chosen": -15.26915454864502, "eval_logits/rejected": -15.260515213012695, "eval_logps/chosen": -355.8375549316406, "eval_logps/rejected": -390.41119384765625, "eval_loss": 0.0009181927889585495, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -1.417887568473816, "eval_rewards/margins": 10.932249069213867, "eval_rewards/rejected": -12.350136756896973, "eval_runtime": 183.689, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 4600 }, { "epoch": 1.8316445830085737, "grad_norm": 0.2935536205768585, "learning_rate": 0.00017262621601080811, "logits/chosen": -19.163440704345703, "logits/rejected": -18.167402267456055, "logps/chosen": -379.1352233886719, "logps/rejected": -383.6081237792969, "loss": 0.0126, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.3724796772003174, "rewards/margins": 11.351487159729004, "rewards/rejected": -13.723965644836426, "step": 4700 }, { "epoch": 1.8706157443491818, "grad_norm": 0.02069302648305893, "learning_rate": 0.00016273656785582984, "logits/chosen": -18.975814819335938, "logits/rejected": -18.142276763916016, "logps/chosen": -383.4511413574219, "logps/rejected": -393.5997009277344, "loss": 0.0102, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.359323024749756, "rewards/margins": 11.0841064453125, "rewards/rejected": -13.443428993225098, "step": 4800 }, { "epoch": 1.8706157443491818, "eval_logits/chosen": -15.47636604309082, "eval_logits/rejected": -15.429464340209961, "eval_logps/chosen": -341.96356201171875, "eval_logps/rejected": -369.5177307128906, "eval_loss": 0.0004053489537909627, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.030484315007925034, "eval_rewards/margins": 10.230300903320312, "eval_rewards/rejected": -10.260786056518555, "eval_runtime": 183.2032, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.568, "step": 4800 }, { "epoch": 1.9095869056897894, "grad_norm": 0.06283093243837357, "learning_rate": 0.00015300009108171347, "logits/chosen": -19.286584854125977, "logits/rejected": -18.341442108154297, "logps/chosen": -376.3005065917969, "logps/rejected": -383.4756774902344, "loss": 0.0044, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -1.3465908765792847, "rewards/margins": 11.345978736877441, "rewards/rejected": -12.692569732666016, "step": 4900 }, { "epoch": 1.9485580670303975, "grad_norm": 0.04220004007220268, "learning_rate": 0.00014343387588942392, "logits/chosen": -19.211626052856445, "logits/rejected": -18.220531463623047, "logps/chosen": -389.9902648925781, "logps/rejected": -397.5294494628906, "loss": 0.0057, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -1.984826922416687, "rewards/margins": 11.562482833862305, "rewards/rejected": -13.547309875488281, "step": 5000 }, { "epoch": 1.9485580670303975, "eval_logits/chosen": -15.311283111572266, "eval_logits/rejected": -15.284743309020996, "eval_logps/chosen": -350.1474304199219, "eval_logps/rejected": -386.7135314941406, "eval_loss": 0.00032912034657783806, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.8488726019859314, "eval_rewards/margins": 11.131490707397461, "eval_rewards/rejected": -11.980363845825195, "eval_runtime": 183.6747, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 5000 }, { "epoch": 1.9875292283710055, "grad_norm": 0.05133282020688057, "learning_rate": 0.00013405471362391068, "logits/chosen": -19.146968841552734, "logits/rejected": -18.36100196838379, "logps/chosen": -375.5859680175781, "logps/rejected": -405.4987487792969, "loss": 0.0055, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.0062613487243652, "rewards/margins": 11.725434303283691, "rewards/rejected": -13.731695175170898, "step": 5100 }, { "epoch": 2.0265003897116136, "grad_norm": 0.003434022655710578, "learning_rate": 0.00012487906730066888, "logits/chosen": -19.30167579650879, "logits/rejected": -18.223770141601562, "logps/chosen": -376.9130859375, "logps/rejected": -380.2550354003906, "loss": 0.0025, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -1.750290870666504, "rewards/margins": 11.900991439819336, "rewards/rejected": -13.651283264160156, "step": 5200 }, { "epoch": 2.0265003897116136, "eval_logits/chosen": -15.498884201049805, "eval_logits/rejected": -15.481465339660645, "eval_logps/chosen": -349.6870422363281, "eval_logps/rejected": -385.3147888183594, "eval_loss": 0.0003257237549405545, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.8028372526168823, "eval_rewards/margins": 11.037657737731934, "eval_rewards/rejected": -11.840494155883789, "eval_runtime": 183.7823, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 5200 }, { "epoch": 2.0654715510522212, "grad_norm": 0.026280131191015244, "learning_rate": 0.00011592304270860795, "logits/chosen": -19.42230796813965, "logits/rejected": -18.394390106201172, "logps/chosen": -400.98980712890625, "logps/rejected": -409.95098876953125, "loss": 0.005, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.090318202972412, "rewards/margins": 11.665027618408203, "rewards/rejected": -13.755346298217773, "step": 5300 }, { "epoch": 2.1044427123928293, "grad_norm": 0.00010202277189819142, "learning_rate": 0.00010720236013995221, "logits/chosen": -19.477603912353516, "logits/rejected": -18.485740661621094, "logps/chosen": -365.8956298828125, "logps/rejected": -397.5658264160156, "loss": 0.0015, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -1.8521977663040161, "rewards/margins": 12.37298583984375, "rewards/rejected": -14.225183486938477, "step": 5400 }, { "epoch": 2.1044427123928293, "eval_logits/chosen": -15.460063934326172, "eval_logits/rejected": -15.440217018127441, "eval_logps/chosen": -351.2416687011719, "eval_logps/rejected": -389.2104797363281, "eval_loss": 0.00034331483766436577, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.958295464515686, "eval_rewards/margins": 11.27176570892334, "eval_rewards/rejected": -12.230061531066895, "eval_runtime": 183.6747, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 5400 }, { "epoch": 2.1434138737334374, "grad_norm": 0.005236598663032055, "learning_rate": 9.873232679679392e-05, "logits/chosen": -19.37502670288086, "logits/rejected": -18.3719482421875, "logps/chosen": -381.2720947265625, "logps/rejected": -403.01593017578125, "loss": 0.0024, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -2.047292709350586, "rewards/margins": 12.199724197387695, "rewards/rejected": -14.247018814086914, "step": 5500 }, { "epoch": 2.182385035074045, "grad_norm": 0.029128100723028183, "learning_rate": 9.052780992273379e-05, "logits/chosen": -19.223974227905273, "logits/rejected": -18.315275192260742, "logps/chosen": -378.5389404296875, "logps/rejected": -399.8840637207031, "loss": 0.0021, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -1.8436551094055176, "rewards/margins": 12.235860824584961, "rewards/rejected": -14.07951545715332, "step": 5600 }, { "epoch": 2.182385035074045, "eval_logits/chosen": -15.46290111541748, "eval_logits/rejected": -15.436098098754883, "eval_logps/chosen": -349.15423583984375, "eval_logps/rejected": -387.6983947753906, "eval_loss": 0.00030186420190148056, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.7495561242103577, "eval_rewards/margins": 11.329290390014648, "eval_rewards/rejected": -12.078847885131836, "eval_runtime": 183.2993, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.567, "step": 5600 }, { "epoch": 2.221356196414653, "grad_norm": 0.011133521795272827, "learning_rate": 8.26032107067696e-05, "logits/chosen": -19.451305389404297, "logits/rejected": -18.38578224182129, "logps/chosen": -374.8850402832031, "logps/rejected": -388.83575439453125, "loss": 0.0014, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -1.683659315109253, "rewards/margins": 12.163559913635254, "rewards/rejected": -13.847216606140137, "step": 5700 }, { "epoch": 2.260327357755261, "grad_norm": 7.387495134025812e-05, "learning_rate": 7.497243900523937e-05, "logits/chosen": -19.474388122558594, "logits/rejected": -18.39251708984375, "logps/chosen": -382.3981628417969, "logps/rejected": -390.441162109375, "loss": 0.0017, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -1.4145100116729736, "rewards/margins": 11.843048095703125, "rewards/rejected": -13.257555961608887, "step": 5800 }, { "epoch": 2.260327357755261, "eval_logits/chosen": -15.475095748901367, "eval_logits/rejected": -15.438820838928223, "eval_logps/chosen": -347.4687805175781, "eval_logps/rejected": -385.78497314453125, "eval_loss": 0.0002713102730922401, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.5810099244117737, "eval_rewards/margins": 11.306499481201172, "eval_rewards/rejected": -11.887508392333984, "eval_runtime": 183.4323, "eval_samples_per_second": 1.134, "eval_steps_per_second": 0.567, "step": 5800 }, { "epoch": 2.2992985190958692, "grad_norm": 0.003995438106358051, "learning_rate": 6.764888892618867e-05, "logits/chosen": -19.462810516357422, "logits/rejected": -18.417314529418945, "logps/chosen": -375.923583984375, "logps/rejected": -394.6671447753906, "loss": 0.0051, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -1.9151861667633057, "rewards/margins": 11.908782005310059, "rewards/rejected": -13.823966026306152, "step": 5900 }, { "epoch": 2.338269680436477, "grad_norm": 0.003454476362094283, "learning_rate": 6.064541531901838e-05, "logits/chosen": -19.41205406188965, "logits/rejected": -18.35369873046875, "logps/chosen": -374.3619384765625, "logps/rejected": -392.4114990234375, "loss": 0.004, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.0450844764709473, "rewards/margins": 11.8558988571167, "rewards/rejected": -13.900982856750488, "step": 6000 }, { "epoch": 2.338269680436477, "eval_logits/chosen": -15.477252960205078, "eval_logits/rejected": -15.445527076721191, "eval_logps/chosen": -347.4806213378906, "eval_logps/rejected": -386.5325927734375, "eval_loss": 0.00025467213708907366, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.5821936130523682, "eval_rewards/margins": 11.38007926940918, "eval_rewards/rejected": -11.962273597717285, "eval_runtime": 183.2231, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.568, "step": 6000 }, { "epoch": 2.377240841777085, "grad_norm": 0.0025488168466836214, "learning_rate": 5.397431121068011e-05, "logits/chosen": -19.279691696166992, "logits/rejected": -18.215682983398438, "logps/chosen": -391.84844970703125, "logps/rejected": -398.8818359375, "loss": 0.003, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.172652006149292, "rewards/margins": 12.266448020935059, "rewards/rejected": -14.439099311828613, "step": 6100 }, { "epoch": 2.416212003117693, "grad_norm": 0.0001306094927713275, "learning_rate": 4.7647286228024944e-05, "logits/chosen": -19.264507293701172, "logits/rejected": -18.2991886138916, "logps/chosen": -368.3695373535156, "logps/rejected": -395.1746826171875, "loss": 0.0021, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -2.2215933799743652, "rewards/margins": 12.452881813049316, "rewards/rejected": -14.674474716186523, "step": 6200 }, { "epoch": 2.416212003117693, "eval_logits/chosen": -15.429259300231934, "eval_logits/rejected": -15.400547981262207, "eval_logps/chosen": -350.2945556640625, "eval_logps/rejected": -390.7493896484375, "eval_loss": 0.0002859699307009578, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.8635876178741455, "eval_rewards/margins": 11.520365715026855, "eval_rewards/rejected": -12.383952140808105, "eval_runtime": 183.7971, "eval_samples_per_second": 1.132, "eval_steps_per_second": 0.566, "step": 6200 }, { "epoch": 2.455183164458301, "grad_norm": 0.0013745080213993788, "learning_rate": 4.167544604418003e-05, "logits/chosen": -19.316665649414062, "logits/rejected": -18.3441162109375, "logps/chosen": -378.2589416503906, "logps/rejected": -407.154052734375, "loss": 0.0012, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -2.0685226917266846, "rewards/margins": 12.507061958312988, "rewards/rejected": -14.575584411621094, "step": 6300 }, { "epoch": 2.4941543257989087, "grad_norm": 0.002951019676402211, "learning_rate": 3.6069272885030256e-05, "logits/chosen": -19.417644500732422, "logits/rejected": -18.45380210876465, "logps/chosen": -384.16253662109375, "logps/rejected": -404.4368896484375, "loss": 0.0038, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -2.470909357070923, "rewards/margins": 12.393091201782227, "rewards/rejected": -14.864001274108887, "step": 6400 }, { "epoch": 2.4941543257989087, "eval_logits/chosen": -15.429072380065918, "eval_logits/rejected": -15.39948844909668, "eval_logps/chosen": -350.1909484863281, "eval_logps/rejected": -391.09564208984375, "eval_loss": 0.00028344389284029603, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.8532273769378662, "eval_rewards/margins": 11.565349578857422, "eval_rewards/rejected": -12.418577194213867, "eval_runtime": 183.8395, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.566, "step": 6400 }, { "epoch": 2.533125487139517, "grad_norm": 0.011729140765964985, "learning_rate": 3.083860713002276e-05, "logits/chosen": -19.238452911376953, "logits/rejected": -18.347043991088867, "logps/chosen": -370.990478515625, "logps/rejected": -400.6825256347656, "loss": 0.0039, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.3387069702148438, "rewards/margins": 12.353742599487305, "rewards/rejected": -14.692447662353516, "step": 6500 }, { "epoch": 2.572096648480125, "grad_norm": 0.014655795879662037, "learning_rate": 2.5992630039587377e-05, "logits/chosen": -19.383378982543945, "logits/rejected": -18.424985885620117, "logps/chosen": -380.931396484375, "logps/rejected": -399.5527648925781, "loss": 0.004, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.246741771697998, "rewards/margins": 12.052864074707031, "rewards/rejected": -14.299607276916504, "step": 6600 }, { "epoch": 2.572096648480125, "eval_logits/chosen": -15.413681983947754, "eval_logits/rejected": -15.38673210144043, "eval_logps/chosen": -350.96832275390625, "eval_logps/rejected": -392.92138671875, "eval_loss": 0.0002713745925575495, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.9309618473052979, "eval_rewards/margins": 11.670186996459961, "eval_rewards/rejected": -12.601149559020996, "eval_runtime": 183.927, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.565, "step": 6600 }, { "epoch": 2.6110678098207325, "grad_norm": 0.007622725795954466, "learning_rate": 2.153984763949371e-05, "logits/chosen": -19.36250114440918, "logits/rejected": -18.28182029724121, "logps/chosen": -383.64678955078125, "logps/rejected": -392.4764404296875, "loss": 0.0051, "rewards/accuracies": 0.9950000047683716, "rewards/chosen": -2.286069631576538, "rewards/margins": 12.199385643005371, "rewards/rejected": -14.485455513000488, "step": 6700 }, { "epoch": 2.6500389711613406, "grad_norm": 0.01298923883587122, "learning_rate": 1.7488075790430934e-05, "logits/chosen": -19.342336654663086, "logits/rejected": -18.265600204467773, "logps/chosen": -386.0182800292969, "logps/rejected": -406.8291015625, "loss": 0.0025, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -2.360260009765625, "rewards/margins": 12.328630447387695, "rewards/rejected": -14.68889045715332, "step": 6800 }, { "epoch": 2.6500389711613406, "eval_logits/chosen": -15.421009063720703, "eval_logits/rejected": -15.389812469482422, "eval_logps/chosen": -350.44403076171875, "eval_logps/rejected": -392.24505615234375, "eval_loss": 0.00027188131934963167, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.8785340785980225, "eval_rewards/margins": 11.654979705810547, "eval_rewards/rejected": -12.533516883850098, "eval_runtime": 183.8793, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.566, "step": 6800 }, { "epoch": 2.6890101325019486, "grad_norm": 0.001023565884679556, "learning_rate": 1.3844426469017707e-05, "logits/chosen": -19.42437171936035, "logits/rejected": -18.330951690673828, "logps/chosen": -389.0, "logps/rejected": -406.2248840332031, "loss": 0.0029, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.3574695587158203, "rewards/margins": 12.130472183227539, "rewards/rejected": -14.48794174194336, "step": 6900 }, { "epoch": 2.7279812938425563, "grad_norm": 0.030132969841361046, "learning_rate": 1.061529528432198e-05, "logits/chosen": -19.441736221313477, "logits/rejected": -18.430885314941406, "logps/chosen": -375.5260009765625, "logps/rejected": -398.24298095703125, "loss": 0.0012, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -2.37859845161438, "rewards/margins": 12.304988861083984, "rewards/rejected": -14.683588981628418, "step": 7000 }, { "epoch": 2.7279812938425563, "eval_logits/chosen": -15.412691116333008, "eval_logits/rejected": -15.382089614868164, "eval_logps/chosen": -351.04168701171875, "eval_logps/rejected": -393.3232421875, "eval_loss": 0.00028384948382154107, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.9383015036582947, "eval_rewards/margins": 11.703031539916992, "eval_rewards/rejected": -12.641332626342773, "eval_runtime": 183.1659, "eval_samples_per_second": 1.136, "eval_steps_per_second": 0.568, "step": 7000 }, { "epoch": 2.7669524551831643, "grad_norm": 0.29376310110092163, "learning_rate": 7.806350251804484e-06, "logits/chosen": -19.37668228149414, "logits/rejected": -18.328815460205078, "logps/chosen": -368.5742492675781, "logps/rejected": -397.5633544921875, "loss": 0.003, "rewards/accuracies": 0.9962499737739563, "rewards/chosen": -2.3045263290405273, "rewards/margins": 12.480491638183594, "rewards/rejected": -14.785019874572754, "step": 7100 }, { "epoch": 2.8059236165237724, "grad_norm": 0.002321546198800206, "learning_rate": 5.422521844388683e-06, "logits/chosen": -19.359325408935547, "logits/rejected": -18.383474349975586, "logps/chosen": -373.9019470214844, "logps/rejected": -399.3661193847656, "loss": 0.0047, "rewards/accuracies": 0.9937499761581421, "rewards/chosen": -2.3699896335601807, "rewards/margins": 12.351306915283203, "rewards/rejected": -14.721295356750488, "step": 7200 }, { "epoch": 2.8059236165237724, "eval_logits/chosen": -15.414888381958008, "eval_logits/rejected": -15.384535789489746, "eval_logps/chosen": -350.7855224609375, "eval_logps/rejected": -393.17767333984375, "eval_loss": 0.00028104818193241954, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.9126843214035034, "eval_rewards/margins": 11.714097023010254, "eval_rewards/rejected": -12.626781463623047, "eval_runtime": 183.8851, "eval_samples_per_second": 1.131, "eval_steps_per_second": 0.566, "step": 7200 }, { "epoch": 2.8448947778643805, "grad_norm": 0.027766738086938858, "learning_rate": 3.4679943381216438e-06, "logits/chosen": -19.325197219848633, "logits/rejected": -18.378944396972656, "logps/chosen": -379.8866271972656, "logps/rejected": -401.4820251464844, "loss": 0.0004, "rewards/accuracies": 1.0, "rewards/chosen": -2.4111533164978027, "rewards/margins": 12.260860443115234, "rewards/rejected": -14.672014236450195, "step": 7300 }, { "epoch": 2.8838659392049886, "grad_norm": 0.0003760048421099782, "learning_rate": 1.9461984676158727e-06, "logits/chosen": -19.34538459777832, "logits/rejected": -18.292407989501953, "logps/chosen": -386.7870788574219, "logps/rejected": -399.7149353027344, "loss": 0.003, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -2.498373508453369, "rewards/margins": 12.094259262084961, "rewards/rejected": -14.592632293701172, "step": 7400 }, { "epoch": 2.8838659392049886, "eval_logits/chosen": -15.413555145263672, "eval_logits/rejected": -15.383076667785645, "eval_logps/chosen": -350.8740539550781, "eval_logps/rejected": -393.42462158203125, "eval_loss": 0.0002813572355080396, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.9215376377105713, "eval_rewards/margins": 11.729934692382812, "eval_rewards/rejected": -12.651473045349121, "eval_runtime": 184.2047, "eval_samples_per_second": 1.129, "eval_steps_per_second": 0.565, "step": 7400 }, { "epoch": 2.922837100545596, "grad_norm": 0.0007408323581330478, "learning_rate": 8.598054041644155e-07, "logits/chosen": -19.447223663330078, "logits/rejected": -18.43070411682129, "logps/chosen": -382.068359375, "logps/rejected": -402.309814453125, "loss": 0.002, "rewards/accuracies": 0.9987499713897705, "rewards/chosen": -2.2234978675842285, "rewards/margins": 12.309508323669434, "rewards/rejected": -14.533007621765137, "step": 7500 }, { "epoch": 2.9618082618862043, "grad_norm": 0.0027539017610251904, "learning_rate": 2.107220670987675e-07, "logits/chosen": -19.346935272216797, "logits/rejected": -18.29763412475586, "logps/chosen": -388.3053894042969, "logps/rejected": -401.0611572265625, "loss": 0.003, "rewards/accuracies": 0.9975000023841858, "rewards/chosen": -2.2870028018951416, "rewards/margins": 12.200346946716309, "rewards/rejected": -14.487349510192871, "step": 7600 }, { "epoch": 2.9618082618862043, "eval_logits/chosen": -15.41310977935791, "eval_logits/rejected": -15.382636070251465, "eval_logps/chosen": -350.8951721191406, "eval_logps/rejected": -393.48431396484375, "eval_loss": 0.0002806605480145663, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": -0.9236502051353455, "eval_rewards/margins": 11.733796119689941, "eval_rewards/rejected": -12.657448768615723, "eval_runtime": 183.4198, "eval_samples_per_second": 1.134, "eval_steps_per_second": 0.567, "step": 7600 } ], "logging_steps": 100, "max_steps": 7698, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 200, "total_flos": 0.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }