{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0, "eval_steps": 100, "global_step": 385, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.282051282051282e-07, "logits/chosen": -1.7278180122375488, "logits/rejected": -1.7377450466156006, "logps/chosen": -29.553977966308594, "logps/rejected": -42.813133239746094, "loss": 0.5, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, "rewards/rejected": 0.0, "step": 1 }, { "epoch": 0.03, "learning_rate": 1.282051282051282e-06, "logits/chosen": -1.8665987253189087, "logits/rejected": -1.8709272146224976, "logps/chosen": -36.985595703125, "logps/rejected": -33.68160629272461, "loss": 0.4886, "rewards/accuracies": 0.5694444179534912, "rewards/chosen": 0.018904482945799828, "rewards/margins": 0.06528304517269135, "rewards/rejected": -0.04637856408953667, "step": 10 }, { "epoch": 0.05, "learning_rate": 2.564102564102564e-06, "logits/chosen": -1.997780203819275, "logits/rejected": -2.000434398651123, "logps/chosen": -29.643661499023438, "logps/rejected": -29.043325424194336, "loss": 0.5031, "rewards/accuracies": 0.4375, "rewards/chosen": -0.001316396868787706, "rewards/margins": -0.019422104582190514, "rewards/rejected": 0.018105709925293922, "step": 20 }, { "epoch": 0.08, "learning_rate": 3.846153846153847e-06, "logits/chosen": -1.9207446575164795, "logits/rejected": -1.918060064315796, "logps/chosen": -31.41064453125, "logps/rejected": -33.227088928222656, "loss": 0.4976, "rewards/accuracies": 0.5249999761581421, "rewards/chosen": 0.004905471112579107, "rewards/margins": 0.012669263407588005, "rewards/rejected": -0.007763790898025036, "step": 30 }, { "epoch": 0.1, "learning_rate": 4.999896948438434e-06, "logits/chosen": -2.017446517944336, "logits/rejected": -2.0087125301361084, "logps/chosen": -32.553016662597656, "logps/rejected": -32.50551986694336, "loss": 0.4977, "rewards/accuracies": 0.5, "rewards/chosen": 0.021415216848254204, "rewards/margins": 0.014982220716774464, "rewards/rejected": 0.006432999856770039, "step": 40 }, { "epoch": 0.13, "learning_rate": 4.987541037542187e-06, "logits/chosen": -1.8627235889434814, "logits/rejected": -1.851959228515625, "logps/chosen": -33.5064697265625, "logps/rejected": -35.43267059326172, "loss": 0.4951, "rewards/accuracies": 0.550000011920929, "rewards/chosen": 0.0459100641310215, "rewards/margins": 0.02820250764489174, "rewards/rejected": 0.017707552760839462, "step": 50 }, { "epoch": 0.16, "learning_rate": 4.954691471941119e-06, "logits/chosen": -1.9425691366195679, "logits/rejected": -1.94449782371521, "logps/chosen": -32.46650695800781, "logps/rejected": -33.15652847290039, "loss": 0.4765, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": 0.12030963599681854, "rewards/margins": 0.10694190114736557, "rewards/rejected": 0.013367725536227226, "step": 60 }, { "epoch": 0.18, "learning_rate": 4.901618883413549e-06, "logits/chosen": -2.073408842086792, "logits/rejected": -2.078367233276367, "logps/chosen": -33.917694091796875, "logps/rejected": -36.547218322753906, "loss": 0.4901, "rewards/accuracies": 0.5375000238418579, "rewards/chosen": 0.06371410191059113, "rewards/margins": 0.04422418028116226, "rewards/rejected": 0.019489921629428864, "step": 70 }, { "epoch": 0.21, "learning_rate": 4.828760511501322e-06, "logits/chosen": -1.9349607229232788, "logits/rejected": -1.9380786418914795, "logps/chosen": -34.223785400390625, "logps/rejected": -34.53069305419922, "loss": 0.4713, "rewards/accuracies": 0.612500011920929, "rewards/chosen": 0.1836203634738922, "rewards/margins": 0.12807974219322205, "rewards/rejected": 0.05554063245654106, "step": 80 }, { "epoch": 0.23, "learning_rate": 4.7367166013034295e-06, "logits/chosen": -1.9439691305160522, "logits/rejected": -1.9484784603118896, "logps/chosen": -32.27050018310547, "logps/rejected": -32.26476287841797, "loss": 0.4779, "rewards/accuracies": 0.637499988079071, "rewards/chosen": 0.1772255003452301, "rewards/margins": 0.09250012785196304, "rewards/rejected": 0.08472537249326706, "step": 90 }, { "epoch": 0.26, "learning_rate": 4.626245458345211e-06, "logits/chosen": -2.0411603450775146, "logits/rejected": -2.039163112640381, "logps/chosen": -31.98573875427246, "logps/rejected": -31.193227767944336, "loss": 0.4639, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.22958631813526154, "rewards/margins": 0.16390272974967957, "rewards/rejected": 0.06568360328674316, "step": 100 }, { "epoch": 0.26, "eval_logits/chosen": -2.235391855239868, "eval_logits/rejected": -2.2305493354797363, "eval_logps/chosen": -33.869815826416016, "eval_logps/rejected": -37.382774353027344, "eval_loss": 0.4939241409301758, "eval_rewards/accuracies": 0.5627076625823975, "eval_rewards/chosen": 0.1482628434896469, "eval_rewards/margins": 0.02780282311141491, "eval_rewards/rejected": 0.12046003341674805, "eval_runtime": 145.9747, "eval_samples_per_second": 2.35, "eval_steps_per_second": 0.295, "step": 100 }, { "epoch": 0.29, "learning_rate": 4.498257201263691e-06, "logits/chosen": -1.997287392616272, "logits/rejected": -1.9949369430541992, "logps/chosen": -32.96843719482422, "logps/rejected": -33.866310119628906, "loss": 0.4739, "rewards/accuracies": 0.5249999761581421, "rewards/chosen": 0.24784216284751892, "rewards/margins": 0.10108550637960434, "rewards/rejected": 0.14675670862197876, "step": 110 }, { "epoch": 0.31, "learning_rate": 4.353806263777678e-06, "logits/chosen": -2.008091688156128, "logits/rejected": -1.9997599124908447, "logps/chosen": -32.20352554321289, "logps/rejected": -31.995223999023438, "loss": 0.485, "rewards/accuracies": 0.5375000238418579, "rewards/chosen": 0.2172430008649826, "rewards/margins": 0.06759083271026611, "rewards/rejected": 0.1496521681547165, "step": 120 }, { "epoch": 0.34, "learning_rate": 4.1940827077152755e-06, "logits/chosen": -2.035614490509033, "logits/rejected": -2.027682304382324, "logps/chosen": -30.1588077545166, "logps/rejected": -31.886260986328125, "loss": 0.4717, "rewards/accuracies": 0.550000011920929, "rewards/chosen": 0.2852162718772888, "rewards/margins": 0.1351451873779297, "rewards/rejected": 0.15007111430168152, "step": 130 }, { "epoch": 0.36, "learning_rate": 4.0204024186666215e-06, "logits/chosen": -1.965490698814392, "logits/rejected": -1.9756921529769897, "logps/chosen": -31.065088272094727, "logps/rejected": -32.42934036254883, "loss": 0.4482, "rewards/accuracies": 0.6875, "rewards/chosen": 0.3191176950931549, "rewards/margins": 0.22413134574890137, "rewards/rejected": 0.09498633444309235, "step": 140 }, { "epoch": 0.39, "learning_rate": 3.834196265035119e-06, "logits/chosen": -1.8782259225845337, "logits/rejected": -1.8793823719024658, "logps/chosen": -33.68832778930664, "logps/rejected": -34.58278274536133, "loss": 0.4367, "rewards/accuracies": 0.612500011920929, "rewards/chosen": 0.45392999053001404, "rewards/margins": 0.2969031035900116, "rewards/rejected": 0.15702682733535767, "step": 150 }, { "epoch": 0.42, "learning_rate": 3.636998309800573e-06, "logits/chosen": -1.9295704364776611, "logits/rejected": -1.9261808395385742, "logps/chosen": -35.74212646484375, "logps/rejected": -32.51028060913086, "loss": 0.4538, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": 0.38659390807151794, "rewards/margins": 0.1953679323196411, "rewards/rejected": 0.1912260353565216, "step": 160 }, { "epoch": 0.44, "learning_rate": 3.4304331721118078e-06, "logits/chosen": -2.031176805496216, "logits/rejected": -2.023855686187744, "logps/chosen": -33.24225616455078, "logps/rejected": -31.193195343017578, "loss": 0.42, "rewards/accuracies": 0.675000011920929, "rewards/chosen": 0.5000473260879517, "rewards/margins": 0.3572581112384796, "rewards/rejected": 0.1427893042564392, "step": 170 }, { "epoch": 0.47, "learning_rate": 3.2162026428305436e-06, "logits/chosen": -2.038222074508667, "logits/rejected": -2.0434067249298096, "logps/chosen": -31.95560646057129, "logps/rejected": -32.17836380004883, "loss": 0.4404, "rewards/accuracies": 0.6875, "rewards/chosen": 0.5302629470825195, "rewards/margins": 0.2541634440422058, "rewards/rejected": 0.2760995924472809, "step": 180 }, { "epoch": 0.49, "learning_rate": 2.996071664294641e-06, "logits/chosen": -2.0387401580810547, "logits/rejected": -2.036006450653076, "logps/chosen": -31.0674991607666, "logps/rejected": -31.083877563476562, "loss": 0.4607, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": 0.3793107569217682, "rewards/margins": 0.16841106116771698, "rewards/rejected": 0.21089968085289001, "step": 190 }, { "epoch": 0.52, "learning_rate": 2.7718537898066833e-06, "logits/chosen": -1.9085681438446045, "logits/rejected": -1.9132543802261353, "logps/chosen": -31.083459854125977, "logps/rejected": -32.602638244628906, "loss": 0.4308, "rewards/accuracies": 0.6875, "rewards/chosen": 0.4705420434474945, "rewards/margins": 0.301074743270874, "rewards/rejected": 0.16946731507778168, "step": 200 }, { "epoch": 0.52, "eval_logits/chosen": -2.2338287830352783, "eval_logits/rejected": -2.229020357131958, "eval_logps/chosen": -33.7449951171875, "eval_logps/rejected": -37.27743911743164, "eval_loss": 0.48942965269088745, "eval_rewards/accuracies": 0.5544019937515259, "eval_rewards/chosen": 0.26059985160827637, "eval_rewards/margins": 0.0453372597694397, "eval_rewards/rejected": 0.21526260673999786, "eval_runtime": 145.8953, "eval_samples_per_second": 2.351, "eval_steps_per_second": 0.295, "step": 200 }, { "epoch": 0.55, "learning_rate": 2.5453962426402006e-06, "logits/chosen": -2.0216596126556396, "logits/rejected": -2.032275915145874, "logps/chosen": -31.500268936157227, "logps/rejected": -33.663352966308594, "loss": 0.4458, "rewards/accuracies": 0.612500011920929, "rewards/chosen": 0.42393389344215393, "rewards/margins": 0.2445230931043625, "rewards/rejected": 0.17941072583198547, "step": 210 }, { "epoch": 0.57, "learning_rate": 2.3185646976551794e-06, "logits/chosen": -1.9136396646499634, "logits/rejected": -1.928344964981079, "logps/chosen": -29.588964462280273, "logps/rejected": -31.396224975585938, "loss": 0.4269, "rewards/accuracies": 0.699999988079071, "rewards/chosen": 0.4703185558319092, "rewards/margins": 0.3245617151260376, "rewards/rejected": 0.1457568258047104, "step": 220 }, { "epoch": 0.6, "learning_rate": 2.0932279108998323e-06, "logits/chosen": -1.970298171043396, "logits/rejected": -1.974283218383789, "logps/chosen": -32.81959915161133, "logps/rejected": -31.408565521240234, "loss": 0.4109, "rewards/accuracies": 0.699999988079071, "rewards/chosen": 0.5380831956863403, "rewards/margins": 0.4114208221435547, "rewards/rejected": 0.12666237354278564, "step": 230 }, { "epoch": 0.62, "learning_rate": 1.8712423238279358e-06, "logits/chosen": -1.9695065021514893, "logits/rejected": -1.9477574825286865, "logps/chosen": -33.58247756958008, "logps/rejected": -34.828121185302734, "loss": 0.4129, "rewards/accuracies": 0.6875, "rewards/chosen": 0.5141419172286987, "rewards/margins": 0.403735876083374, "rewards/rejected": 0.11040612310171127, "step": 240 }, { "epoch": 0.65, "learning_rate": 1.6544367689701824e-06, "logits/chosen": -2.0098202228546143, "logits/rejected": -2.0065340995788574, "logps/chosen": -32.43529510498047, "logps/rejected": -35.97461700439453, "loss": 0.4514, "rewards/accuracies": 0.5625, "rewards/chosen": 0.44079580903053284, "rewards/margins": 0.2155180424451828, "rewards/rejected": 0.22527781128883362, "step": 250 }, { "epoch": 0.68, "learning_rate": 1.4445974030621963e-06, "logits/chosen": -1.8770506381988525, "logits/rejected": -1.8746120929718018, "logps/chosen": -33.7199821472168, "logps/rejected": -35.28092575073242, "loss": 0.4498, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.42157459259033203, "rewards/margins": 0.2202514111995697, "rewards/rejected": 0.2013232260942459, "step": 260 }, { "epoch": 0.7, "learning_rate": 1.243452991757889e-06, "logits/chosen": -1.8618510961532593, "logits/rejected": -1.8593294620513916, "logps/chosen": -33.92017364501953, "logps/rejected": -31.6002197265625, "loss": 0.4397, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": 0.42968273162841797, "rewards/margins": 0.27568089962005615, "rewards/rejected": 0.15400180220603943, "step": 270 }, { "epoch": 0.73, "learning_rate": 1.0526606671603523e-06, "logits/chosen": -1.9657011032104492, "logits/rejected": -1.9552650451660156, "logps/chosen": -34.72232437133789, "logps/rejected": -31.632369995117188, "loss": 0.4114, "rewards/accuracies": 0.699999988079071, "rewards/chosen": 0.5708868503570557, "rewards/margins": 0.3831265866756439, "rewards/rejected": 0.18776027858257294, "step": 280 }, { "epoch": 0.75, "learning_rate": 8.737922755071455e-07, "logits/chosen": -2.0614376068115234, "logits/rejected": -2.046600341796875, "logps/chosen": -30.400625228881836, "logps/rejected": -32.34136199951172, "loss": 0.456, "rewards/accuracies": 0.625, "rewards/chosen": 0.4711507260799408, "rewards/margins": 0.19172403216362, "rewards/rejected": 0.2794266939163208, "step": 290 }, { "epoch": 0.78, "learning_rate": 7.08321427484816e-07, "logits/chosen": -1.9332094192504883, "logits/rejected": -1.9307467937469482, "logps/chosen": -32.10976028442383, "logps/rejected": -30.661523818969727, "loss": 0.374, "rewards/accuracies": 0.737500011920929, "rewards/chosen": 0.7356175184249878, "rewards/margins": 0.5958597660064697, "rewards/rejected": 0.13975778222084045, "step": 300 }, { "epoch": 0.78, "eval_logits/chosen": -2.2307660579681396, "eval_logits/rejected": -2.22594952583313, "eval_logps/chosen": -33.74896240234375, "eval_logps/rejected": -37.275413513183594, "eval_loss": 0.49038100242614746, "eval_rewards/accuracies": 0.5220099687576294, "eval_rewards/chosen": 0.2570302486419678, "eval_rewards/margins": 0.039943769574165344, "eval_rewards/rejected": 0.21708647906780243, "eval_runtime": 145.8077, "eval_samples_per_second": 2.352, "eval_steps_per_second": 0.295, "step": 300 }, { "epoch": 0.81, "learning_rate": 5.576113578589035e-07, "logits/chosen": -1.9164836406707764, "logits/rejected": -1.913336992263794, "logps/chosen": -31.014041900634766, "logps/rejected": -33.548377990722656, "loss": 0.4218, "rewards/accuracies": 0.762499988079071, "rewards/chosen": 0.5303782224655151, "rewards/margins": 0.3559793531894684, "rewards/rejected": 0.1743989735841751, "step": 310 }, { "epoch": 0.83, "learning_rate": 4.229036944380913e-07, "logits/chosen": -1.967760682106018, "logits/rejected": -1.955615758895874, "logps/chosen": -34.05602264404297, "logps/rejected": -33.42683410644531, "loss": 0.4147, "rewards/accuracies": 0.737500011920929, "rewards/chosen": 0.48604661226272583, "rewards/margins": 0.385240375995636, "rewards/rejected": 0.10080619156360626, "step": 320 }, { "epoch": 0.86, "learning_rate": 3.053082288996112e-07, "logits/chosen": -2.003138780593872, "logits/rejected": -2.001786470413208, "logps/chosen": -32.86919403076172, "logps/rejected": -32.247493743896484, "loss": 0.4259, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 0.5549365878105164, "rewards/margins": 0.3460560441017151, "rewards/rejected": 0.20888061821460724, "step": 330 }, { "epoch": 0.88, "learning_rate": 2.0579377374915805e-07, "logits/chosen": -2.0895984172821045, "logits/rejected": -2.073963165283203, "logps/chosen": -33.46659469604492, "logps/rejected": -32.82307815551758, "loss": 0.4171, "rewards/accuracies": 0.6875, "rewards/chosen": 0.6415189504623413, "rewards/margins": 0.37605759501457214, "rewards/rejected": 0.26546135544776917, "step": 340 }, { "epoch": 0.91, "learning_rate": 1.2518018074041684e-07, "logits/chosen": -1.9623206853866577, "logits/rejected": -1.9614824056625366, "logps/chosen": -32.549312591552734, "logps/rejected": -32.24496078491211, "loss": 0.4, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 0.6595046520233154, "rewards/margins": 0.46133819222450256, "rewards/rejected": 0.19816650450229645, "step": 350 }, { "epoch": 0.94, "learning_rate": 6.41315865106129e-08, "logits/chosen": -1.9189163446426392, "logits/rejected": -1.9292027950286865, "logps/chosen": -31.60186767578125, "logps/rejected": -34.987525939941406, "loss": 0.4401, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": 0.5425392985343933, "rewards/margins": 0.27143171429634094, "rewards/rejected": 0.27110758423805237, "step": 360 }, { "epoch": 0.96, "learning_rate": 2.3150941078050325e-08, "logits/chosen": -2.0577945709228516, "logits/rejected": -2.051274061203003, "logps/chosen": -33.05121612548828, "logps/rejected": -28.990320205688477, "loss": 0.4233, "rewards/accuracies": 0.699999988079071, "rewards/chosen": 0.5406805276870728, "rewards/margins": 0.3281847834587097, "rewards/rejected": 0.21249575912952423, "step": 370 }, { "epoch": 0.99, "learning_rate": 2.575864278703266e-09, "logits/chosen": -1.917284607887268, "logits/rejected": -1.9194421768188477, "logps/chosen": -33.59749984741211, "logps/rejected": -30.708057403564453, "loss": 0.4061, "rewards/accuracies": 0.762499988079071, "rewards/chosen": 0.5773938298225403, "rewards/margins": 0.429278701543808, "rewards/rejected": 0.14811506867408752, "step": 380 }, { "epoch": 1.0, "step": 385, "total_flos": 0.0, "train_loss": 0.447351616079157, "train_runtime": 3253.4458, "train_samples_per_second": 0.946, "train_steps_per_second": 0.118 } ], "logging_steps": 10, "max_steps": 385, "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 }