diff --git "a/checkpoint-1000/trainer_state.json" "b/checkpoint-1000/trainer_state.json" new file mode 100644--- /dev/null +++ "b/checkpoint-1000/trainer_state.json" @@ -0,0 +1,3193 @@ +{ + "best_metric": 21.52120590209961, + "best_model_checkpoint": "./output/checkpoints/2024-05-27_09-03-42/checkpoint-1000", + "epoch": 0.7867820613690008, + "eval_steps": 100, + "global_step": 1000, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.003933910306845004, + "grad_norm": 26.56111717224121, + "learning_rate": 4.6875000000000006e-07, + "logits/chosen": -0.23300500214099884, + "logits/rejected": -0.71368008852005, + "logps/chosen": -1.009130835533142, + "logps/rejected": -1.6767795085906982, + "loss": 25.003, + "rewards/accuracies": 0.20000000298023224, + "rewards/chosen": -3.0723961117473664e-06, + "rewards/margins": -2.978298653033562e-05, + "rewards/rejected": 2.6710587917477824e-05, + "step": 5 + }, + { + "epoch": 0.007867820613690008, + "grad_norm": 12.107626914978027, + "learning_rate": 1.25e-06, + "logits/chosen": -0.3981935381889343, + "logits/rejected": -0.7374774217605591, + "logps/chosen": -0.8980743288993835, + "logps/rejected": -1.1683518886566162, + "loss": 24.9985, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -7.3963587965408806e-06, + "rewards/margins": 1.5192717910395004e-05, + "rewards/rejected": -2.2589078071177937e-05, + "step": 10 + }, + { + "epoch": 0.011801730920535013, + "grad_norm": 13.772482872009277, + "learning_rate": 2.0312500000000002e-06, + "logits/chosen": -0.35801252722740173, + "logits/rejected": -0.6602836847305298, + "logps/chosen": -0.8121687173843384, + "logps/rejected": -1.0027592182159424, + "loss": 24.995, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -6.642851803917438e-05, + "rewards/margins": 5.0098860810976475e-05, + "rewards/rejected": -0.00011652738612610847, + "step": 15 + }, + { + "epoch": 0.015735641227380016, + "grad_norm": 34.1744270324707, + "learning_rate": 2.65625e-06, + "logits/chosen": -0.3884078562259674, + "logits/rejected": -0.7273606061935425, + "logps/chosen": -1.128949522972107, + "logps/rejected": -1.5428626537322998, + "loss": 24.9691, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.00044426563545130193, + "rewards/margins": 0.0003119274042546749, + "rewards/rejected": -0.0007561930106021464, + "step": 20 + }, + { + "epoch": 0.01966955153422502, + "grad_norm": 14.233505249023438, + "learning_rate": 3.4375e-06, + "logits/chosen": -0.24776780605316162, + "logits/rejected": -0.6983073949813843, + "logps/chosen": -1.1775879859924316, + "logps/rejected": -1.319035291671753, + "loss": 24.9842, + "rewards/accuracies": 0.5249999761581421, + "rewards/chosen": -0.0011746595846489072, + "rewards/margins": 0.00015929507208056748, + "rewards/rejected": -0.001333954744040966, + "step": 25 + }, + { + "epoch": 0.023603461841070025, + "grad_norm": 20.398685455322266, + "learning_rate": 4.21875e-06, + "logits/chosen": -0.31311506032943726, + "logits/rejected": -0.6022701263427734, + "logps/chosen": -0.8845601081848145, + "logps/rejected": -1.1203999519348145, + "loss": 24.9235, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.00107015878893435, + "rewards/margins": 0.0007737897685728967, + "rewards/rejected": -0.0018439484992995858, + "step": 30 + }, + { + "epoch": 0.02753737214791503, + "grad_norm": 31.93773651123047, + "learning_rate": 5e-06, + "logits/chosen": -0.4594844877719879, + "logits/rejected": -0.7395190596580505, + "logps/chosen": -1.1479393243789673, + "logps/rejected": -1.334791898727417, + "loss": 24.8865, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.0031395156402140856, + "rewards/margins": 0.001148442504927516, + "rewards/rejected": -0.004287957213819027, + "step": 35 + }, + { + "epoch": 0.03147128245476003, + "grad_norm": 28.67970848083496, + "learning_rate": 5.781250000000001e-06, + "logits/chosen": -0.3382038176059723, + "logits/rejected": -0.6991093158721924, + "logps/chosen": -0.9335897564888, + "logps/rejected": -1.2500836849212646, + "loss": 24.6453, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.003828689455986023, + "rewards/margins": 0.0037640363443642855, + "rewards/rejected": -0.007592725567519665, + "step": 40 + }, + { + "epoch": 0.03540519276160504, + "grad_norm": 188.25912475585938, + "learning_rate": 6.5625e-06, + "logits/chosen": -0.665987491607666, + "logits/rejected": -0.9978095293045044, + "logps/chosen": -1.427006483078003, + "logps/rejected": -1.8565871715545654, + "loss": 24.6265, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.011942429468035698, + "rewards/margins": 0.004286443814635277, + "rewards/rejected": -0.016228875145316124, + "step": 45 + }, + { + "epoch": 0.03933910306845004, + "grad_norm": 25.781064987182617, + "learning_rate": 7.343750000000001e-06, + "logits/chosen": -0.24072375893592834, + "logits/rejected": -0.3356158137321472, + "logps/chosen": -0.8685480952262878, + "logps/rejected": -1.291337013244629, + "loss": 24.6485, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.005547626875340939, + "rewards/margins": 0.0038076243363320827, + "rewards/rejected": -0.009355251677334309, + "step": 50 + }, + { + "epoch": 0.043273013375295044, + "grad_norm": 33.6733512878418, + "learning_rate": 8.125000000000001e-06, + "logits/chosen": -0.5986557006835938, + "logits/rejected": -0.8063839673995972, + "logps/chosen": -1.3582450151443481, + "logps/rejected": -1.497201681137085, + "loss": 24.645, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.014818480238318443, + "rewards/margins": 0.004309489857405424, + "rewards/rejected": -0.019127970561385155, + "step": 55 + }, + { + "epoch": 0.04720692368214005, + "grad_norm": 42.20875549316406, + "learning_rate": 8.906250000000001e-06, + "logits/chosen": -0.35940369963645935, + "logits/rejected": -0.8012642860412598, + "logps/chosen": -1.276085615158081, + "logps/rejected": -1.7626205682754517, + "loss": 24.043, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.019142691045999527, + "rewards/margins": 0.01269704382866621, + "rewards/rejected": -0.03183973208069801, + "step": 60 + }, + { + "epoch": 0.05114083398898505, + "grad_norm": 93.29661560058594, + "learning_rate": 9.6875e-06, + "logits/chosen": -0.5578395128250122, + "logits/rejected": -0.8026430010795593, + "logps/chosen": -0.9669203758239746, + "logps/rejected": -1.9894134998321533, + "loss": 22.9578, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.016798650845885277, + "rewards/margins": 0.03050239011645317, + "rewards/rejected": -0.0473010428249836, + "step": 65 + }, + { + "epoch": 0.05507474429583006, + "grad_norm": 52.22159194946289, + "learning_rate": 1.046875e-05, + "logits/chosen": -0.5786597728729248, + "logits/rejected": -0.8957271575927734, + "logps/chosen": -1.2181226015090942, + "logps/rejected": -1.7076442241668701, + "loss": 23.1897, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.029290784150362015, + "rewards/margins": 0.022643322125077248, + "rewards/rejected": -0.05193411186337471, + "step": 70 + }, + { + "epoch": 0.059008654602675056, + "grad_norm": NaN, + "learning_rate": 1.0937500000000002e-05, + "logits/chosen": -0.4328407347202301, + "logits/rejected": -0.7798544764518738, + "logps/chosen": -1.1851781606674194, + "logps/rejected": -2.4100356101989746, + "loss": 26.8402, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.0339423306286335, + "rewards/margins": 0.05872698873281479, + "rewards/rejected": -0.09266932308673859, + "step": 75 + }, + { + "epoch": 0.06294256490952006, + "grad_norm": 51.69522476196289, + "learning_rate": 1.171875e-05, + "logits/chosen": -0.6042202711105347, + "logits/rejected": -0.8020713925361633, + "logps/chosen": -1.2562280893325806, + "logps/rejected": -1.9946972131729126, + "loss": 23.3327, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.03992198035120964, + "rewards/margins": 0.04370134323835373, + "rewards/rejected": -0.08362331986427307, + "step": 80 + }, + { + "epoch": 0.06687647521636507, + "grad_norm": 49.019283294677734, + "learning_rate": 1.25e-05, + "logits/chosen": -0.7644809484481812, + "logits/rejected": -1.0907962322235107, + "logps/chosen": -1.3791667222976685, + "logps/rejected": -1.8712146282196045, + "loss": 23.2878, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.05529268458485603, + "rewards/margins": 0.025984305888414383, + "rewards/rejected": -0.08127699047327042, + "step": 85 + }, + { + "epoch": 0.07081038552321008, + "grad_norm": 69.54235076904297, + "learning_rate": 1.3281250000000001e-05, + "logits/chosen": -0.8694972991943359, + "logits/rejected": -1.0780664682388306, + "logps/chosen": -1.6866194009780884, + "logps/rejected": -2.2792537212371826, + "loss": 26.1959, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.07276991009712219, + "rewards/margins": 0.03862577676773071, + "rewards/rejected": -0.1113956943154335, + "step": 90 + }, + { + "epoch": 0.07474429583005507, + "grad_norm": 79.65019989013672, + "learning_rate": 1.4062500000000001e-05, + "logits/chosen": -0.9231563806533813, + "logits/rejected": -1.215816855430603, + "logps/chosen": -1.5471779108047485, + "logps/rejected": -2.4878039360046387, + "loss": 23.5309, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.06874530017375946, + "rewards/margins": 0.04303915798664093, + "rewards/rejected": -0.11178445816040039, + "step": 95 + }, + { + "epoch": 0.07867820613690008, + "grad_norm": 194.3590850830078, + "learning_rate": 1.4843750000000002e-05, + "logits/chosen": -1.0412330627441406, + "logits/rejected": -1.2349543571472168, + "logps/chosen": -1.5710781812667847, + "logps/rejected": -2.36897611618042, + "loss": 24.1227, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.06695514917373657, + "rewards/margins": 0.03971674293279648, + "rewards/rejected": -0.10667190700769424, + "step": 100 + }, + { + "epoch": 0.07867820613690008, + "eval_logits/chosen": -1.1061171293258667, + "eval_logits/rejected": -1.3813872337341309, + "eval_logps/chosen": -1.8335192203521729, + "eval_logps/rejected": -2.4041695594787598, + "eval_loss": 23.714366912841797, + "eval_rewards/accuracies": 0.6312500238418579, + "eval_rewards/chosen": -0.08083178102970123, + "eval_rewards/margins": 0.03503800183534622, + "eval_rewards/rejected": -0.11586978286504745, + "eval_runtime": 247.2, + "eval_samples_per_second": 2.589, + "eval_steps_per_second": 0.162, + "step": 100 + }, + { + "epoch": 0.08261211644374508, + "grad_norm": 80.87075805664062, + "learning_rate": 1.546875e-05, + "logits/chosen": -0.9996848106384277, + "logits/rejected": -1.1654517650604248, + "logps/chosen": -1.577480673789978, + "logps/rejected": -2.5612683296203613, + "loss": 28.6426, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.06727541238069534, + "rewards/margins": 0.05553777888417244, + "rewards/rejected": -0.12281318753957748, + "step": 105 + }, + { + "epoch": 0.08654602675059009, + "grad_norm": 73.16770935058594, + "learning_rate": 1.6250000000000002e-05, + "logits/chosen": -1.1857019662857056, + "logits/rejected": -1.5013740062713623, + "logps/chosen": -1.474392294883728, + "logps/rejected": -2.593820095062256, + "loss": 21.5001, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.06618812680244446, + "rewards/margins": 0.05912921577692032, + "rewards/rejected": -0.12531733512878418, + "step": 110 + }, + { + "epoch": 0.0904799370574351, + "grad_norm": 104.88764190673828, + "learning_rate": 1.703125e-05, + "logits/chosen": -1.3142554759979248, + "logits/rejected": -1.3756258487701416, + "logps/chosen": -2.3472671508789062, + "logps/rejected": -3.370978832244873, + "loss": 23.5687, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.11941848695278168, + "rewards/margins": 0.0546293742954731, + "rewards/rejected": -0.17404787242412567, + "step": 115 + }, + { + "epoch": 0.0944138473642801, + "grad_norm": 72.0654525756836, + "learning_rate": 1.7812500000000003e-05, + "logits/chosen": -1.2925318479537964, + "logits/rejected": -1.3378468751907349, + "logps/chosen": -1.7563148736953735, + "logps/rejected": -2.4153127670288086, + "loss": 22.8458, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -0.08634118735790253, + "rewards/margins": 0.04032357782125473, + "rewards/rejected": -0.12666477262973785, + "step": 120 + }, + { + "epoch": 0.0983477576711251, + "grad_norm": 109.86412048339844, + "learning_rate": 1.859375e-05, + "logits/chosen": -1.1322760581970215, + "logits/rejected": -1.2811723947525024, + "logps/chosen": -2.012166738510132, + "logps/rejected": -2.9437954425811768, + "loss": 24.6766, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.11020763218402863, + "rewards/margins": 0.04710468277335167, + "rewards/rejected": -0.1573123037815094, + "step": 125 + }, + { + "epoch": 0.1022816679779701, + "grad_norm": 70.12146759033203, + "learning_rate": 1.9375e-05, + "logits/chosen": -1.121302604675293, + "logits/rejected": -1.4168516397476196, + "logps/chosen": -2.2604711055755615, + "logps/rejected": -2.7976536750793457, + "loss": 22.5659, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.12430934607982635, + "rewards/margins": 0.029838770627975464, + "rewards/rejected": -0.154148131608963, + "step": 130 + }, + { + "epoch": 0.10621557828481511, + "grad_norm": 67.6087875366211, + "learning_rate": 1.999996222738818e-05, + "logits/chosen": -1.164771318435669, + "logits/rejected": -1.427054762840271, + "logps/chosen": -2.148642063140869, + "logps/rejected": -2.688873291015625, + "loss": 22.3161, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.1076754778623581, + "rewards/margins": 0.03560269996523857, + "rewards/rejected": -0.14327818155288696, + "step": 135 + }, + { + "epoch": 0.11014948859166011, + "grad_norm": 619.0317993164062, + "learning_rate": 1.999864021593644e-05, + "logits/chosen": -1.1507548093795776, + "logits/rejected": -1.3616728782653809, + "logps/chosen": -2.8358840942382812, + "logps/rejected": -4.126664161682129, + "loss": 25.3403, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.16398155689239502, + "rewards/margins": 0.07606328278779984, + "rewards/rejected": -0.24004480242729187, + "step": 140 + }, + { + "epoch": 0.11408339889850512, + "grad_norm": 148.94737243652344, + "learning_rate": 1.9995429859238083e-05, + "logits/chosen": -1.1917606592178345, + "logits/rejected": -1.3496078252792358, + "logps/chosen": -2.2078733444213867, + "logps/rejected": -3.3514275550842285, + "loss": 20.3823, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.14150744676589966, + "rewards/margins": 0.08197928965091705, + "rewards/rejected": -0.2234867364168167, + "step": 145 + }, + { + "epoch": 0.11801730920535011, + "grad_norm": 1704.982421875, + "learning_rate": 1.999033176360174e-05, + "logits/chosen": -1.2818559408187866, + "logits/rejected": -1.3965641260147095, + "logps/chosen": -4.222221374511719, + "logps/rejected": -5.802225589752197, + "loss": 37.61, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.29492706060409546, + "rewards/margins": 0.1222861185669899, + "rewards/rejected": -0.4172131419181824, + "step": 150 + }, + { + "epoch": 0.12195121951219512, + "grad_norm": 269.0439453125, + "learning_rate": 1.9983346891854798e-05, + "logits/chosen": -1.515080213546753, + "logits/rejected": -1.478830337524414, + "logps/chosen": -3.518225908279419, + "logps/rejected": -4.065728187561035, + "loss": 31.8289, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -0.23775264620780945, + "rewards/margins": 0.047318849712610245, + "rewards/rejected": -0.285071462392807, + "step": 155 + }, + { + "epoch": 0.12588512981904013, + "grad_norm": 169.8654022216797, + "learning_rate": 1.9974476563161572e-05, + "logits/chosen": -1.4493688344955444, + "logits/rejected": -1.6804521083831787, + "logps/chosen": -2.9031851291656494, + "logps/rejected": -3.8406753540039062, + "loss": 21.2523, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.18268796801567078, + "rewards/margins": 0.06636744737625122, + "rewards/rejected": -0.2490553855895996, + "step": 160 + }, + { + "epoch": 0.12981904012588513, + "grad_norm": 102.75287628173828, + "learning_rate": 1.996372245277416e-05, + "logits/chosen": -1.4163097143173218, + "logits/rejected": -1.546154260635376, + "logps/chosen": -2.2338547706604004, + "logps/rejected": -2.8918473720550537, + "loss": 22.9048, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -0.13199904561042786, + "rewards/margins": 0.04669683054089546, + "rewards/rejected": -0.17869587242603302, + "step": 165 + }, + { + "epoch": 0.13375295043273014, + "grad_norm": 175.13946533203125, + "learning_rate": 1.995108659171607e-05, + "logits/chosen": -1.425185203552246, + "logits/rejected": -1.6292508840560913, + "logps/chosen": -2.4529311656951904, + "logps/rejected": -3.5743954181671143, + "loss": 21.3254, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.14629025757312775, + "rewards/margins": 0.07296375930309296, + "rewards/rejected": -0.2192540168762207, + "step": 170 + }, + { + "epoch": 0.13768686073957515, + "grad_norm": 117.64968872070312, + "learning_rate": 1.9936571366398605e-05, + "logits/chosen": -1.3784323930740356, + "logits/rejected": -1.521807074546814, + "logps/chosen": -2.3742852210998535, + "logps/rejected": -3.2318038940429688, + "loss": 21.5947, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.15116852521896362, + "rewards/margins": 0.06355693191289902, + "rewards/rejected": -0.21472544968128204, + "step": 175 + }, + { + "epoch": 0.14162077104642015, + "grad_norm": 139.72425842285156, + "learning_rate": 1.9920179518170212e-05, + "logits/chosen": -1.2019041776657104, + "logits/rejected": -1.3150001764297485, + "logps/chosen": -3.229523181915283, + "logps/rejected": -3.6520283222198486, + "loss": 26.1244, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.20531490445137024, + "rewards/margins": 0.03322164714336395, + "rewards/rejected": -0.2385365217924118, + "step": 180 + }, + { + "epoch": 0.14555468135326516, + "grad_norm": 190.1792755126953, + "learning_rate": 1.9901914142798715e-05, + "logits/chosen": -1.389827013015747, + "logits/rejected": -1.6211198568344116, + "logps/chosen": -3.402869462966919, + "logps/rejected": -4.286434173583984, + "loss": 22.2432, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.20572206377983093, + "rewards/margins": 0.06867971271276474, + "rewards/rejected": -0.27440178394317627, + "step": 185 + }, + { + "epoch": 0.14948859166011014, + "grad_norm": 151.8868865966797, + "learning_rate": 1.9881778689886658e-05, + "logits/chosen": -1.4556262493133545, + "logits/rejected": -1.6839582920074463, + "logps/chosen": -2.455641269683838, + "logps/rejected": -3.4040608406066895, + "loss": 20.236, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.16571606695652008, + "rewards/margins": 0.07361607253551483, + "rewards/rejected": -0.23933212459087372, + "step": 190 + }, + { + "epoch": 0.15342250196695514, + "grad_norm": 224.09608459472656, + "learning_rate": 1.9859776962219826e-05, + "logits/chosen": -1.5867639780044556, + "logits/rejected": -1.6572364568710327, + "logps/chosen": -3.317305088043213, + "logps/rejected": -5.196422100067139, + "loss": 21.2057, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.23907625675201416, + "rewards/margins": 0.13949504494667053, + "rewards/rejected": -0.3785712718963623, + "step": 195 + }, + { + "epoch": 0.15735641227380015, + "grad_norm": 130.1480712890625, + "learning_rate": 1.9835913115049022e-05, + "logits/chosen": -1.5566515922546387, + "logits/rejected": -1.6651328802108765, + "logps/chosen": -3.3987045288085938, + "logps/rejected": -4.329782009124756, + "loss": 22.9124, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.25078803300857544, + "rewards/margins": 0.07485075294971466, + "rewards/rejected": -0.3256387710571289, + "step": 200 + }, + { + "epoch": 0.15735641227380015, + "eval_logits/chosen": -2.0355148315429688, + "eval_logits/rejected": -2.2883784770965576, + "eval_logps/chosen": -3.306915283203125, + "eval_logps/rejected": -4.350674629211426, + "eval_loss": 22.99012565612793, + "eval_rewards/accuracies": 0.6546875238418579, + "eval_rewards/chosen": -0.22817137837409973, + "eval_rewards/margins": 0.08234894275665283, + "eval_rewards/rejected": -0.31052032113075256, + "eval_runtime": 247.2935, + "eval_samples_per_second": 2.588, + "eval_steps_per_second": 0.162, + "step": 200 + }, + { + "epoch": 0.16129032258064516, + "grad_norm": 133.68333435058594, + "learning_rate": 1.9810191655305326e-05, + "logits/chosen": -1.5825779438018799, + "logits/rejected": -1.7512319087982178, + "logps/chosen": -2.8017444610595703, + "logps/rejected": -4.179649353027344, + "loss": 23.0091, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.19492463767528534, + "rewards/margins": 0.08605017513036728, + "rewards/rejected": -0.280974805355072, + "step": 205 + }, + { + "epoch": 0.16522423288749016, + "grad_norm": 118.48152160644531, + "learning_rate": 1.9782617440748918e-05, + "logits/chosen": -1.689234972000122, + "logits/rejected": -1.8324044942855835, + "logps/chosen": -2.277280330657959, + "logps/rejected": -2.580872058868408, + "loss": 23.8451, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.14595453441143036, + "rewards/margins": 0.022251242771744728, + "rewards/rejected": -0.16820578277111053, + "step": 210 + }, + { + "epoch": 0.16915814319433517, + "grad_norm": 140.0244903564453, + "learning_rate": 1.975319567905163e-05, + "logits/chosen": -1.753382921218872, + "logits/rejected": -1.891911506652832, + "logps/chosen": -2.793912410736084, + "logps/rejected": -3.64801287651062, + "loss": 21.8372, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -0.15913638472557068, + "rewards/margins": 0.0484389066696167, + "rewards/rejected": -0.20757532119750977, + "step": 215 + }, + { + "epoch": 0.17309205350118018, + "grad_norm": 185.76527404785156, + "learning_rate": 1.9721931926813415e-05, + "logits/chosen": -1.8908586502075195, + "logits/rejected": -1.9289289712905884, + "logps/chosen": -3.3189690113067627, + "logps/rejected": -3.903099775314331, + "loss": 22.522, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.20980055630207062, + "rewards/margins": 0.03744065761566162, + "rewards/rejected": -0.24724121391773224, + "step": 220 + }, + { + "epoch": 0.17702596380802518, + "grad_norm": 134.59030151367188, + "learning_rate": 1.9688832088512955e-05, + "logits/chosen": -1.73268723487854, + "logits/rejected": -1.8541278839111328, + "logps/chosen": -3.7829718589782715, + "logps/rejected": -4.3722686767578125, + "loss": 25.3367, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -0.28310832381248474, + "rewards/margins": 0.029837841168045998, + "rewards/rejected": -0.3129461705684662, + "step": 225 + }, + { + "epoch": 0.1809598741148702, + "grad_norm": 126.69501495361328, + "learning_rate": 1.9653902415392517e-05, + "logits/chosen": -1.8219941854476929, + "logits/rejected": -1.9303795099258423, + "logps/chosen": -3.337585926055908, + "logps/rejected": -4.7950544357299805, + "loss": 19.7298, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.25193560123443604, + "rewards/margins": 0.09537702798843384, + "rewards/rejected": -0.3473126292228699, + "step": 230 + }, + { + "epoch": 0.1848937844217152, + "grad_norm": 157.1126708984375, + "learning_rate": 1.961714950427734e-05, + "logits/chosen": -1.7077398300170898, + "logits/rejected": -1.8231598138809204, + "logps/chosen": -3.6711058616638184, + "logps/rejected": -5.125331401824951, + "loss": 21.3529, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.2676393389701843, + "rewards/margins": 0.08539289236068726, + "rewards/rejected": -0.35303226113319397, + "step": 235 + }, + { + "epoch": 0.1888276947285602, + "grad_norm": 229.6774444580078, + "learning_rate": 1.957858029632978e-05, + "logits/chosen": -1.6331892013549805, + "logits/rejected": -1.7666242122650146, + "logps/chosen": -4.580256462097168, + "logps/rejected": -5.432528972625732, + "loss": 21.1146, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.32507577538490295, + "rewards/margins": 0.0653512254357338, + "rewards/rejected": -0.39042696356773376, + "step": 240 + }, + { + "epoch": 0.19276160503540518, + "grad_norm": 192.6251220703125, + "learning_rate": 1.9538202075738373e-05, + "logits/chosen": -1.5171202421188354, + "logits/rejected": -1.6242902278900146, + "logps/chosen": -3.6769096851348877, + "logps/rejected": -4.305304527282715, + "loss": 22.4899, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.2733447551727295, + "rewards/margins": 0.047822751104831696, + "rewards/rejected": -0.321167528629303, + "step": 245 + }, + { + "epoch": 0.1966955153422502, + "grad_norm": 154.02066040039062, + "learning_rate": 1.9496022468342163e-05, + "logits/chosen": -1.4627959728240967, + "logits/rejected": -1.5201256275177002, + "logps/chosen": -3.598710536956787, + "logps/rejected": -4.086635112762451, + "loss": 23.9305, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.2709196209907532, + "rewards/margins": 0.03638899326324463, + "rewards/rejected": -0.3073085844516754, + "step": 250 + }, + { + "epoch": 0.2006294256490952, + "grad_norm": 103.46431732177734, + "learning_rate": 1.9452049440190473e-05, + "logits/chosen": -1.3153817653656006, + "logits/rejected": -1.4681147336959839, + "logps/chosen": -3.1210968494415283, + "logps/rejected": -3.9421095848083496, + "loss": 22.1329, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.2205667495727539, + "rewards/margins": 0.06444404274225235, + "rewards/rejected": -0.28501078486442566, + "step": 255 + }, + { + "epoch": 0.2045633359559402, + "grad_norm": 187.50987243652344, + "learning_rate": 1.940629129603844e-05, + "logits/chosen": -1.442635416984558, + "logits/rejected": -1.5263605117797852, + "logps/chosen": -3.5598156452178955, + "logps/rejected": -3.8421435356140137, + "loss": 26.5362, + "rewards/accuracies": 0.5, + "rewards/chosen": -0.23259183764457703, + "rewards/margins": 0.018016267567873, + "rewards/rejected": -0.2506081163883209, + "step": 260 + }, + { + "epoch": 0.2084972462627852, + "grad_norm": 228.58592224121094, + "learning_rate": 1.9358756677778578e-05, + "logits/chosen": -1.4751585721969604, + "logits/rejected": -1.6874910593032837, + "logps/chosen": -2.8757126331329346, + "logps/rejected": -3.79717755317688, + "loss": 20.8412, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -0.19514627754688263, + "rewards/margins": 0.06573396921157837, + "rewards/rejected": -0.2608802616596222, + "step": 265 + }, + { + "epoch": 0.21243115656963021, + "grad_norm": 177.6842803955078, + "learning_rate": 1.9309454562808656e-05, + "logits/chosen": -1.4525483846664429, + "logits/rejected": -1.6046775579452515, + "logps/chosen": -2.6963038444519043, + "logps/rejected": -3.8056578636169434, + "loss": 21.8278, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.18190334737300873, + "rewards/margins": 0.08625774085521698, + "rewards/rejected": -0.2681610882282257, + "step": 270 + }, + { + "epoch": 0.21636506687647522, + "grad_norm": 133.5586395263672, + "learning_rate": 1.925839426233625e-05, + "logits/chosen": -1.4591630697250366, + "logits/rejected": -1.4536678791046143, + "logps/chosen": -2.8722312450408936, + "logps/rejected": -3.7189888954162598, + "loss": 21.1936, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.1960582137107849, + "rewards/margins": 0.06288814544677734, + "rewards/rejected": -0.25894635915756226, + "step": 275 + }, + { + "epoch": 0.22029897718332023, + "grad_norm": 151.77810668945312, + "learning_rate": 1.9205585419620197e-05, + "logits/chosen": -1.39272141456604, + "logits/rejected": -1.4622434377670288, + "logps/chosen": -2.742765188217163, + "logps/rejected": -3.9621074199676514, + "loss": 22.4231, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.18704722821712494, + "rewards/margins": 0.08700847625732422, + "rewards/rejected": -0.27405571937561035, + "step": 280 + }, + { + "epoch": 0.22423288749016523, + "grad_norm": 136.83651733398438, + "learning_rate": 1.9151038008149393e-05, + "logits/chosen": -1.4424396753311157, + "logits/rejected": -1.517502784729004, + "logps/chosen": -3.267077922821045, + "logps/rejected": -4.230588912963867, + "loss": 24.1373, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.20152482390403748, + "rewards/margins": 0.06966569274663925, + "rewards/rejected": -0.2711905241012573, + "step": 285 + }, + { + "epoch": 0.22816679779701024, + "grad_norm": 130.2345428466797, + "learning_rate": 1.909476232975918e-05, + "logits/chosen": -1.2587270736694336, + "logits/rejected": -1.3539146184921265, + "logps/chosen": -2.6924257278442383, + "logps/rejected": -3.551044464111328, + "loss": 22.9406, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.1798776388168335, + "rewards/margins": 0.043981801718473434, + "rewards/rejected": -0.22385945916175842, + "step": 290 + }, + { + "epoch": 0.23210070810385522, + "grad_norm": 103.1630630493164, + "learning_rate": 1.903676901268575e-05, + "logits/chosen": -1.5180273056030273, + "logits/rejected": -1.5656169652938843, + "logps/chosen": -2.8886916637420654, + "logps/rejected": -3.570155620574951, + "loss": 23.701, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.19855554401874542, + "rewards/margins": 0.042535360902547836, + "rewards/rejected": -0.24109089374542236, + "step": 295 + }, + { + "epoch": 0.23603461841070023, + "grad_norm": 160.47129821777344, + "learning_rate": 1.8977069009558882e-05, + "logits/chosen": -1.3101279735565186, + "logits/rejected": -1.4326939582824707, + "logps/chosen": -3.139376163482666, + "logps/rejected": -3.806004285812378, + "loss": 24.4116, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -0.22226376831531525, + "rewards/margins": 0.04967343434691429, + "rewards/rejected": -0.27193719148635864, + "step": 300 + }, + { + "epoch": 0.23603461841070023, + "eval_logits/chosen": -2.216668128967285, + "eval_logits/rejected": -2.479491710662842, + "eval_logps/chosen": -3.180922508239746, + "eval_logps/rejected": -4.010288238525391, + "eval_loss": 23.414220809936523, + "eval_rewards/accuracies": 0.6468750238418579, + "eval_rewards/chosen": -0.21557214856147766, + "eval_rewards/margins": 0.06090952828526497, + "eval_rewards/rejected": -0.2764816880226135, + "eval_runtime": 247.1728, + "eval_samples_per_second": 2.589, + "eval_steps_per_second": 0.162, + "step": 300 + }, + { + "epoch": 0.23996852871754523, + "grad_norm": 281.60491943359375, + "learning_rate": 1.8915673595333443e-05, + "logits/chosen": -1.5050787925720215, + "logits/rejected": -1.6323124170303345, + "logps/chosen": -3.338160276412964, + "logps/rejected": -4.359830379486084, + "loss": 22.5138, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.2318885773420334, + "rewards/margins": 0.06987401843070984, + "rewards/rejected": -0.3017626106739044, + "step": 305 + }, + { + "epoch": 0.24390243902439024, + "grad_norm": 260.46575927734375, + "learning_rate": 1.8852594365159986e-05, + "logits/chosen": -1.451187252998352, + "logits/rejected": -1.4611809253692627, + "logps/chosen": -3.6160502433776855, + "logps/rejected": -4.279057025909424, + "loss": 24.5229, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -0.2361462116241455, + "rewards/margins": 0.034786950796842575, + "rewards/rejected": -0.27093321084976196, + "step": 310 + }, + { + "epoch": 0.24783634933123525, + "grad_norm": 74.10368347167969, + "learning_rate": 1.8787843232194886e-05, + "logits/chosen": -1.482669472694397, + "logits/rejected": -1.583233118057251, + "logps/chosen": -3.6931068897247314, + "logps/rejected": -4.4176764488220215, + "loss": 21.9835, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.2447434663772583, + "rewards/margins": 0.047359541058540344, + "rewards/rejected": -0.29210299253463745, + "step": 315 + }, + { + "epoch": 0.25177025963808025, + "grad_norm": 128.80845642089844, + "learning_rate": 1.8721432425350426e-05, + "logits/chosen": -1.5568349361419678, + "logits/rejected": -1.525159478187561, + "logps/chosen": -3.331374406814575, + "logps/rejected": -4.187075138092041, + "loss": 23.4193, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.24244609475135803, + "rewards/margins": 0.057249516248703, + "rewards/rejected": -0.29969558119773865, + "step": 320 + }, + { + "epoch": 0.25570416994492523, + "grad_norm": 1299.7669677734375, + "learning_rate": 1.865337448698524e-05, + "logits/chosen": -1.580106496810913, + "logits/rejected": -1.6747982501983643, + "logps/chosen": -3.402766466140747, + "logps/rejected": -4.652956485748291, + "loss": 22.8937, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.2514630854129791, + "rewards/margins": 0.08678792417049408, + "rewards/rejected": -0.3382510244846344, + "step": 325 + }, + { + "epoch": 0.25963808025177026, + "grad_norm": 218.9337615966797, + "learning_rate": 1.8583682270535558e-05, + "logits/chosen": -1.5960299968719482, + "logits/rejected": -1.6804955005645752, + "logps/chosen": -3.6657605171203613, + "logps/rejected": -4.17224645614624, + "loss": 21.3752, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.25297340750694275, + "rewards/margins": 0.05916937440633774, + "rewards/rejected": -0.3121427893638611, + "step": 330 + }, + { + "epoch": 0.26357199055861524, + "grad_norm": 140.0518798828125, + "learning_rate": 1.8512368938087703e-05, + "logits/chosen": -1.6643073558807373, + "logits/rejected": -1.7697950601577759, + "logps/chosen": -4.020524501800537, + "logps/rejected": -4.902769565582275, + "loss": 21.1926, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.3161371350288391, + "rewards/margins": 0.0684891939163208, + "rewards/rejected": -0.3846263289451599, + "step": 335 + }, + { + "epoch": 0.2675059008654603, + "grad_norm": 121.75955963134766, + "learning_rate": 1.8439447957892308e-05, + "logits/chosen": -1.6311817169189453, + "logits/rejected": -1.6869274377822876, + "logps/chosen": -4.317450523376465, + "logps/rejected": -5.130967140197754, + "loss": 22.8217, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.33960452675819397, + "rewards/margins": 0.06364957988262177, + "rewards/rejected": -0.40325412154197693, + "step": 340 + }, + { + "epoch": 0.27143981117230526, + "grad_norm": 117.1114730834961, + "learning_rate": 1.8364933101820673e-05, + "logits/chosen": -1.6428329944610596, + "logits/rejected": -1.6879663467407227, + "logps/chosen": -3.7996773719787598, + "logps/rejected": -5.0632219314575195, + "loss": 22.1705, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.293424516916275, + "rewards/margins": 0.07091490924358368, + "rewards/rejected": -0.3643394112586975, + "step": 345 + }, + { + "epoch": 0.2753737214791503, + "grad_norm": 298.380859375, + "learning_rate": 1.8288838442763838e-05, + "logits/chosen": -1.6302757263183594, + "logits/rejected": -1.665606141090393, + "logps/chosen": -4.570167541503906, + "logps/rejected": -5.593611717224121, + "loss": 21.4761, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.3547164797782898, + "rewards/margins": 0.08478643000125885, + "rewards/rejected": -0.43950289487838745, + "step": 350 + }, + { + "epoch": 0.27930763178599527, + "grad_norm": 255.9145050048828, + "learning_rate": 1.8211178351974762e-05, + "logits/chosen": -1.6789066791534424, + "logits/rejected": -1.717881202697754, + "logps/chosen": -4.821520805358887, + "logps/rejected": -6.301035404205322, + "loss": 20.7457, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.38325121998786926, + "rewards/margins": 0.12138603627681732, + "rewards/rejected": -0.5046372413635254, + "step": 355 + }, + { + "epoch": 0.2832415420928403, + "grad_norm": 82.21104431152344, + "learning_rate": 1.813196749635415e-05, + "logits/chosen": -1.5261609554290771, + "logits/rejected": -1.6307690143585205, + "logps/chosen": -4.540532112121582, + "logps/rejected": -5.993468761444092, + "loss": 18.2253, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -0.3627888858318329, + "rewards/margins": 0.13603493571281433, + "rewards/rejected": -0.4988238215446472, + "step": 360 + }, + { + "epoch": 0.2871754523996853, + "grad_norm": 254.77951049804688, + "learning_rate": 1.8051220835680475e-05, + "logits/chosen": -1.5561740398406982, + "logits/rejected": -1.6325286626815796, + "logps/chosen": -4.805132865905762, + "logps/rejected": -5.560373783111572, + "loss": 27.0414, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.3958406448364258, + "rewards/margins": 0.03839923068881035, + "rewards/rejected": -0.43423986434936523, + "step": 365 + }, + { + "epoch": 0.2911093627065303, + "grad_norm": 261.9372253417969, + "learning_rate": 1.7968953619784675e-05, + "logits/chosen": -1.6089742183685303, + "logits/rejected": -1.6071525812149048, + "logps/chosen": -5.670124053955078, + "logps/rejected": -5.927383899688721, + "loss": 26.7228, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.45441731810569763, + "rewards/margins": 0.028978880494832993, + "rewards/rejected": -0.4833962321281433, + "step": 370 + }, + { + "epoch": 0.2950432730133753, + "grad_norm": 192.900146484375, + "learning_rate": 1.788518138567006e-05, + "logits/chosen": -1.549302101135254, + "logits/rejected": -1.6313527822494507, + "logps/chosen": -4.84414529800415, + "logps/rejected": -5.667928218841553, + "loss": 22.6824, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.3907596170902252, + "rewards/margins": 0.04788483679294586, + "rewards/rejected": -0.4386444687843323, + "step": 375 + }, + { + "epoch": 0.2989771833202203, + "grad_norm": 123.12667083740234, + "learning_rate": 1.7799919954577977e-05, + "logits/chosen": -1.4504163265228271, + "logits/rejected": -1.5128448009490967, + "logps/chosen": -4.6250810623168945, + "logps/rejected": -5.694144248962402, + "loss": 21.5658, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.3649711012840271, + "rewards/margins": 0.0703701302409172, + "rewards/rejected": -0.4353412091732025, + "step": 380 + }, + { + "epoch": 0.3029110936270653, + "grad_norm": 111.5103988647461, + "learning_rate": 1.7713185428999834e-05, + "logits/chosen": -1.5528513193130493, + "logits/rejected": -1.5752861499786377, + "logps/chosen": -4.1281046867370605, + "logps/rejected": -5.281017780303955, + "loss": 21.9272, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.3216732442378998, + "rewards/margins": 0.07142569869756699, + "rewards/rejected": -0.39309895038604736, + "step": 385 + }, + { + "epoch": 0.3068450039339103, + "grad_norm": 133.6621856689453, + "learning_rate": 1.762499418963596e-05, + "logits/chosen": -1.4560383558273315, + "logits/rejected": -1.5339572429656982, + "logps/chosen": -3.8447978496551514, + "logps/rejected": -4.268062114715576, + "loss": 23.9149, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -0.2921312749385834, + "rewards/margins": 0.03141012042760849, + "rewards/rejected": -0.32354140281677246, + "step": 390 + }, + { + "epoch": 0.3107789142407553, + "grad_norm": 214.52981567382812, + "learning_rate": 1.7535362892301953e-05, + "logits/chosen": -1.4598350524902344, + "logits/rejected": -1.5942457914352417, + "logps/chosen": -3.9587693214416504, + "logps/rejected": -4.580626487731934, + "loss": 23.6596, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.2964509427547455, + "rewards/margins": 0.04400955140590668, + "rewards/rejected": -0.34046050906181335, + "step": 395 + }, + { + "epoch": 0.3147128245476003, + "grad_norm": 114.73934173583984, + "learning_rate": 1.744430846478306e-05, + "logits/chosen": -1.3783127069473267, + "logits/rejected": -1.354361653327942, + "logps/chosen": -4.398768424987793, + "logps/rejected": -5.0471062660217285, + "loss": 21.7893, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.30568915605545044, + "rewards/margins": 0.05113334208726883, + "rewards/rejected": -0.35682249069213867, + "step": 400 + }, + { + "epoch": 0.3147128245476003, + "eval_logits/chosen": -2.1845593452453613, + "eval_logits/rejected": -2.3796591758728027, + "eval_logps/chosen": -3.8176822662353516, + "eval_logps/rejected": -4.645543575286865, + "eval_loss": 22.590557098388672, + "eval_rewards/accuracies": 0.6656249761581421, + "eval_rewards/chosen": -0.27924811840057373, + "eval_rewards/margins": 0.06075913459062576, + "eval_rewards/rejected": -0.3400072157382965, + "eval_runtime": 247.317, + "eval_samples_per_second": 2.588, + "eval_steps_per_second": 0.162, + "step": 400 + }, + { + "epoch": 0.31864673485444533, + "grad_norm": 303.71954345703125, + "learning_rate": 1.7351848103637165e-05, + "logits/chosen": -1.4067426919937134, + "logits/rejected": -1.433226227760315, + "logps/chosen": -4.79337215423584, + "logps/rejected": -4.957041263580322, + "loss": 28.1561, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.3237573802471161, + "rewards/margins": 0.016921238973736763, + "rewards/rejected": -0.3406786024570465, + "step": 405 + }, + { + "epoch": 0.3225806451612903, + "grad_norm": 166.90481567382812, + "learning_rate": 1.7257999270947094e-05, + "logits/chosen": -1.4020185470581055, + "logits/rejected": -1.5051838159561157, + "logps/chosen": -4.32220458984375, + "logps/rejected": -5.045875549316406, + "loss": 23.7082, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.31713593006134033, + "rewards/margins": 0.057282157242298126, + "rewards/rejected": -0.37441807985305786, + "step": 410 + }, + { + "epoch": 0.32651455546813535, + "grad_norm": 98.86615753173828, + "learning_rate": 1.7162779691022672e-05, + "logits/chosen": -1.537492036819458, + "logits/rejected": -1.6176296472549438, + "logps/chosen": -4.154641151428223, + "logps/rejected": -4.576406478881836, + "loss": 25.1505, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.3061120808124542, + "rewards/margins": 0.028859728947281837, + "rewards/rejected": -0.3349718153476715, + "step": 415 + }, + { + "epoch": 0.3304484657749803, + "grad_norm": 242.99798583984375, + "learning_rate": 1.7066207347053344e-05, + "logits/chosen": -1.4779250621795654, + "logits/rejected": -1.6732213497161865, + "logps/chosen": -3.8076605796813965, + "logps/rejected": -4.531802177429199, + "loss": 21.9169, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.27425679564476013, + "rewards/margins": 0.05525635555386543, + "rewards/rejected": -0.3295131325721741, + "step": 420 + }, + { + "epoch": 0.33438237608182536, + "grad_norm": 152.2194366455078, + "learning_rate": 1.6968300477711842e-05, + "logits/chosen": -1.5241143703460693, + "logits/rejected": -1.555153250694275, + "logps/chosen": -4.127291202545166, + "logps/rejected": -4.750130653381348, + "loss": 22.7341, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -0.30315932631492615, + "rewards/margins": 0.04498932510614395, + "rewards/rejected": -0.3481486737728119, + "step": 425 + }, + { + "epoch": 0.33831628638867034, + "grad_norm": 165.51031494140625, + "learning_rate": 1.686907757370964e-05, + "logits/chosen": -1.5997859239578247, + "logits/rejected": -1.6548550128936768, + "logps/chosen": -4.201173782348633, + "logps/rejected": -5.533048629760742, + "loss": 21.7724, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.3329020142555237, + "rewards/margins": 0.06577399373054504, + "rewards/rejected": -0.39867597818374634, + "step": 430 + }, + { + "epoch": 0.3422501966955153, + "grad_norm": 184.28565979003906, + "learning_rate": 1.6768557374304784e-05, + "logits/chosen": -1.550006628036499, + "logits/rejected": -1.5935580730438232, + "logps/chosen": -4.805244445800781, + "logps/rejected": -5.302831172943115, + "loss": 22.3908, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.3597099184989929, + "rewards/margins": 0.04813358187675476, + "rewards/rejected": -0.4078435003757477, + "step": 435 + }, + { + "epoch": 0.34618410700236035, + "grad_norm": 249.4634552001953, + "learning_rate": 1.6666758863762796e-05, + "logits/chosen": -1.5116612911224365, + "logits/rejected": -1.6511796712875366, + "logps/chosen": -5.2712297439575195, + "logps/rejected": -6.735253810882568, + "loss": 24.446, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.3934195339679718, + "rewards/margins": 0.05257143825292587, + "rewards/rejected": -0.44599097967147827, + "step": 440 + }, + { + "epoch": 0.35011801730920533, + "grad_norm": 121.32429504394531, + "learning_rate": 1.65637012677713e-05, + "logits/chosen": -1.522199273109436, + "logits/rejected": -1.5548865795135498, + "logps/chosen": -5.2593817710876465, + "logps/rejected": -6.0441389083862305, + "loss": 23.4002, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.42989540100097656, + "rewards/margins": 0.04936647415161133, + "rewards/rejected": -0.4792618751525879, + "step": 445 + }, + { + "epoch": 0.35405192761605037, + "grad_norm": 130.83099365234375, + "learning_rate": 1.6459404049809072e-05, + "logits/chosen": -1.4077280759811401, + "logits/rejected": -1.5028517246246338, + "logps/chosen": -5.468560218811035, + "logps/rejected": -6.542233467102051, + "loss": 23.6891, + "rewards/accuracies": 0.5625, + "rewards/chosen": -0.43146586418151855, + "rewards/margins": 0.06058318167924881, + "rewards/rejected": -0.49204903841018677, + "step": 450 + }, + { + "epoch": 0.35798583792289534, + "grad_norm": 248.70077514648438, + "learning_rate": 1.6353886907470125e-05, + "logits/chosen": -1.3115510940551758, + "logits/rejected": -1.51992928981781, + "logps/chosen": -4.2276201248168945, + "logps/rejected": -5.167584419250488, + "loss": 23.5641, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.3317582607269287, + "rewards/margins": 0.07050777971744537, + "rewards/rejected": -0.4022659659385681, + "step": 455 + }, + { + "epoch": 0.3619197482297404, + "grad_norm": 85.6197280883789, + "learning_rate": 1.6247169768743658e-05, + "logits/chosen": -1.3957135677337646, + "logits/rejected": -1.4850984811782837, + "logps/chosen": -4.224881172180176, + "logps/rejected": -4.811681270599365, + "loss": 21.6945, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.3067195415496826, + "rewards/margins": 0.06704317033290863, + "rewards/rejected": -0.37376269698143005, + "step": 460 + }, + { + "epoch": 0.36585365853658536, + "grad_norm": 176.3291473388672, + "learning_rate": 1.613927278825043e-05, + "logits/chosen": -1.434696912765503, + "logits/rejected": -1.4473021030426025, + "logps/chosen": -3.8976681232452393, + "logps/rejected": -4.508739948272705, + "loss": 24.959, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.29903483390808105, + "rewards/margins": 0.042590878903865814, + "rewards/rejected": -0.3416256904602051, + "step": 465 + }, + { + "epoch": 0.3697875688434304, + "grad_norm": 112.67879486083984, + "learning_rate": 1.6030216343436354e-05, + "logits/chosen": -1.4505010843276978, + "logits/rejected": -1.6456613540649414, + "logps/chosen": -3.5870590209960938, + "logps/rejected": -4.018393039703369, + "loss": 24.7101, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.2629242539405823, + "rewards/margins": 0.03190271183848381, + "rewards/rejected": -0.2948269546031952, + "step": 470 + }, + { + "epoch": 0.37372147915027537, + "grad_norm": 134.83592224121094, + "learning_rate": 1.5920021030724017e-05, + "logits/chosen": -1.5103158950805664, + "logits/rejected": -1.604021430015564, + "logps/chosen": -3.3592028617858887, + "logps/rejected": -4.374294281005859, + "loss": 21.0119, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.22468845546245575, + "rewards/margins": 0.05931607633829117, + "rewards/rejected": -0.2840045094490051, + "step": 475 + }, + { + "epoch": 0.3776553894571204, + "grad_norm": 95.25556945800781, + "learning_rate": 1.5808707661622835e-05, + "logits/chosen": -1.6079397201538086, + "logits/rejected": -1.5737743377685547, + "logps/chosen": -3.741440534591675, + "logps/rejected": -4.678065299987793, + "loss": 20.2573, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.2804642617702484, + "rewards/margins": 0.069583460688591, + "rewards/rejected": -0.3500477373600006, + "step": 480 + }, + { + "epoch": 0.3815892997639654, + "grad_norm": 104.40715789794922, + "learning_rate": 1.5696297258798573e-05, + "logits/chosen": -1.583701491355896, + "logits/rejected": -1.562860131263733, + "logps/chosen": -4.199146270751953, + "logps/rejected": -4.646213054656982, + "loss": 24.1568, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.3161547780036926, + "rewards/margins": 0.03264855220913887, + "rewards/rejected": -0.3488033413887024, + "step": 485 + }, + { + "epoch": 0.38552321007081036, + "grad_norm": 184.5244903564453, + "learning_rate": 1.558281105210302e-05, + "logits/chosen": -1.5556423664093018, + "logits/rejected": -1.6839488744735718, + "logps/chosen": -4.8659186363220215, + "logps/rejected": -6.025291442871094, + "loss": 21.4117, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.3903878629207611, + "rewards/margins": 0.07987485826015472, + "rewards/rejected": -0.47026270627975464, + "step": 490 + }, + { + "epoch": 0.3894571203776554, + "grad_norm": 130.12147521972656, + "learning_rate": 1.5468270474564503e-05, + "logits/chosen": -1.4907524585723877, + "logits/rejected": -1.594044804573059, + "logps/chosen": -4.60575008392334, + "logps/rejected": -5.835744857788086, + "loss": 20.1121, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.3732062578201294, + "rewards/margins": 0.09308288991451263, + "rewards/rejected": -0.4662891924381256, + "step": 495 + }, + { + "epoch": 0.3933910306845004, + "grad_norm": 154.03810119628906, + "learning_rate": 1.535269715834004e-05, + "logits/chosen": -1.5770604610443115, + "logits/rejected": -1.6915347576141357, + "logps/chosen": -4.623286247253418, + "logps/rejected": -5.872547149658203, + "loss": 20.841, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.3804221749305725, + "rewards/margins": 0.0961974710226059, + "rewards/rejected": -0.4766196310520172, + "step": 500 + }, + { + "epoch": 0.3933910306845004, + "eval_logits/chosen": -2.051055669784546, + "eval_logits/rejected": -2.1928887367248535, + "eval_logps/chosen": -4.980111122131348, + "eval_logps/rejected": -5.963034152984619, + "eval_loss": 22.19961166381836, + "eval_rewards/accuracies": 0.6781250238418579, + "eval_rewards/chosen": -0.3954910337924957, + "eval_rewards/margins": 0.07626526802778244, + "eval_rewards/rejected": -0.4717562794685364, + "eval_runtime": 247.0571, + "eval_samples_per_second": 2.59, + "eval_steps_per_second": 0.162, + "step": 500 + }, + { + "epoch": 0.3973249409913454, + "grad_norm": 117.43452453613281, + "learning_rate": 1.5236112930629896e-05, + "logits/chosen": -1.59442138671875, + "logits/rejected": -1.608278512954712, + "logps/chosen": -4.784956932067871, + "logps/rejected": -6.083520889282227, + "loss": 21.3228, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.39433416724205017, + "rewards/margins": 0.0851038470864296, + "rewards/rejected": -0.47943800687789917, + "step": 505 + }, + { + "epoch": 0.4012588512981904, + "grad_norm": 131.9105987548828, + "learning_rate": 1.511853980955528e-05, + "logits/chosen": -1.5525928735733032, + "logits/rejected": -1.6741384267807007, + "logps/chosen": -4.761956691741943, + "logps/rejected": -6.223165035247803, + "loss": 18.7233, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -0.3881562054157257, + "rewards/margins": 0.11896620690822601, + "rewards/rejected": -0.5071223974227905, + "step": 510 + }, + { + "epoch": 0.4051927616050354, + "grad_norm": 219.87973022460938, + "learning_rate": 1.5000000000000002e-05, + "logits/chosen": -1.4453318119049072, + "logits/rejected": -1.5039575099945068, + "logps/chosen": -5.150791645050049, + "logps/rejected": -5.92265510559082, + "loss": 22.5345, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.42183756828308105, + "rewards/margins": 0.06285471469163895, + "rewards/rejected": -0.4846922755241394, + "step": 515 + }, + { + "epoch": 0.4091266719118804, + "grad_norm": 165.92495727539062, + "learning_rate": 1.488051588941687e-05, + "logits/chosen": -1.5345083475112915, + "logits/rejected": -1.5863834619522095, + "logps/chosen": -4.62529182434082, + "logps/rejected": -5.6540374755859375, + "loss": 22.3543, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.3801875710487366, + "rewards/margins": 0.08038468658924103, + "rewards/rejected": -0.4605723023414612, + "step": 520 + }, + { + "epoch": 0.41306058221872544, + "grad_norm": 90.85760498046875, + "learning_rate": 1.4760110043599571e-05, + "logits/chosen": -1.4365699291229248, + "logits/rejected": -1.5294816493988037, + "logps/chosen": -5.155371189117432, + "logps/rejected": -5.7571702003479, + "loss": 23.5323, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.40600451827049255, + "rewards/margins": 0.053865253925323486, + "rewards/rejected": -0.45986977219581604, + "step": 525 + }, + { + "epoch": 0.4169944925255704, + "grad_norm": 133.31532287597656, + "learning_rate": 1.4638805202420896e-05, + "logits/chosen": -1.5367436408996582, + "logits/rejected": -1.6193835735321045, + "logps/chosen": -4.300149440765381, + "logps/rejected": -5.198160648345947, + "loss": 20.7757, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.34353598952293396, + "rewards/margins": 0.07413734495639801, + "rewards/rejected": -0.41767334938049316, + "step": 530 + }, + { + "epoch": 0.4209284028324154, + "grad_norm": 72.27132415771484, + "learning_rate": 1.4516624275538085e-05, + "logits/chosen": -1.5670139789581299, + "logits/rejected": -1.572481632232666, + "logps/chosen": -4.886091709136963, + "logps/rejected": -5.762571811676025, + "loss": 22.0826, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.37716084718704224, + "rewards/margins": 0.06687341630458832, + "rewards/rejected": -0.4440341889858246, + "step": 535 + }, + { + "epoch": 0.42486231313926043, + "grad_norm": 125.95482635498047, + "learning_rate": 1.4393590338066111e-05, + "logits/chosen": -1.4181983470916748, + "logits/rejected": -1.5720667839050293, + "logps/chosen": -4.6530890464782715, + "logps/rejected": -5.8773040771484375, + "loss": 21.225, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.3725031316280365, + "rewards/margins": 0.09332089871168137, + "rewards/rejected": -0.46582403779029846, + "step": 540 + }, + { + "epoch": 0.4287962234461054, + "grad_norm": 125.4962158203125, + "learning_rate": 1.4269726626219694e-05, + "logits/chosen": -1.4898996353149414, + "logits/rejected": -1.588863492012024, + "logps/chosen": -4.545314311981201, + "logps/rejected": -5.7105536460876465, + "loss": 20.5982, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.3671793043613434, + "rewards/margins": 0.08724094182252884, + "rewards/rejected": -0.4544202387332916, + "step": 545 + }, + { + "epoch": 0.43273013375295044, + "grad_norm": 136.95050048828125, + "learning_rate": 1.4145056532924915e-05, + "logits/chosen": -1.4961071014404297, + "logits/rejected": -1.5412185192108154, + "logps/chosen": -4.766295433044434, + "logps/rejected": -5.421988487243652, + "loss": 23.7911, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.3876652121543884, + "rewards/margins": 0.0486636683344841, + "rewards/rejected": -0.4363288879394531, + "step": 550 + }, + { + "epoch": 0.4366640440597954, + "grad_norm": 111.8359375, + "learning_rate": 1.4019603603401222e-05, + "logits/chosen": -1.5303133726119995, + "logits/rejected": -1.531965970993042, + "logps/chosen": -5.281257152557373, + "logps/rejected": -6.489635467529297, + "loss": 20.8782, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.43693438172340393, + "rewards/margins": 0.0869705006480217, + "rewards/rejected": -0.5239048600196838, + "step": 555 + }, + { + "epoch": 0.44059795436664045, + "grad_norm": 108.2451400756836, + "learning_rate": 1.389339153071468e-05, + "logits/chosen": -1.500227928161621, + "logits/rejected": -1.5907671451568604, + "logps/chosen": -4.559876441955566, + "logps/rejected": -5.24734354019165, + "loss": 22.9528, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.36998695135116577, + "rewards/margins": 0.06032613664865494, + "rewards/rejected": -0.4303130507469177, + "step": 560 + }, + { + "epoch": 0.44453186467348543, + "grad_norm": 111.49331665039062, + "learning_rate": 1.3766444151303276e-05, + "logits/chosen": -1.500124216079712, + "logits/rejected": -1.5592477321624756, + "logps/chosen": -4.5935750007629395, + "logps/rejected": -5.141480922698975, + "loss": 23.8155, + "rewards/accuracies": 0.5375000238418579, + "rewards/chosen": -0.3515246510505676, + "rewards/margins": 0.04220908135175705, + "rewards/rejected": -0.3937337100505829, + "step": 565 + }, + { + "epoch": 0.44846577498033047, + "grad_norm": 169.8197021484375, + "learning_rate": 1.3638785440475186e-05, + "logits/chosen": -1.4828747510910034, + "logits/rejected": -1.6195532083511353, + "logps/chosen": -4.379355430603027, + "logps/rejected": -5.253105163574219, + "loss": 22.077, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.33442041277885437, + "rewards/margins": 0.06863003969192505, + "rewards/rejected": -0.40305042266845703, + "step": 570 + }, + { + "epoch": 0.45239968528717545, + "grad_norm": 99.62928009033203, + "learning_rate": 1.3510439507880778e-05, + "logits/chosen": -1.4429081678390503, + "logits/rejected": -1.5855743885040283, + "logps/chosen": -4.258365631103516, + "logps/rejected": -5.172659873962402, + "loss": 20.7018, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.32063132524490356, + "rewards/margins": 0.07806047052145004, + "rewards/rejected": -0.3986917734146118, + "step": 575 + }, + { + "epoch": 0.4563335955940205, + "grad_norm": 331.7801818847656, + "learning_rate": 1.3381430592959266e-05, + "logits/chosen": -1.533367395401001, + "logits/rejected": -1.674047827720642, + "logps/chosen": -4.476586818695068, + "logps/rejected": -5.315201759338379, + "loss": 22.2494, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.33964449167251587, + "rewards/margins": 0.07077815383672714, + "rewards/rejected": -0.4104226529598236, + "step": 580 + }, + { + "epoch": 0.46026750590086546, + "grad_norm": 83.21395111083984, + "learning_rate": 1.3251783060360843e-05, + "logits/chosen": -1.5329582691192627, + "logits/rejected": -1.5836857557296753, + "logps/chosen": -4.263331413269043, + "logps/rejected": -5.0875420570373535, + "loss": 20.9799, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.34249481558799744, + "rewards/margins": 0.06859047710895538, + "rewards/rejected": -0.411085307598114, + "step": 585 + }, + { + "epoch": 0.46420141620771044, + "grad_norm": 115.21592712402344, + "learning_rate": 1.3121521395345166e-05, + "logits/chosen": -1.6251742839813232, + "logits/rejected": -1.630035400390625, + "logps/chosen": -4.937412738800049, + "logps/rejected": -5.566755771636963, + "loss": 23.4551, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.4054068922996521, + "rewards/margins": 0.03334500640630722, + "rewards/rejected": -0.43875187635421753, + "step": 590 + }, + { + "epoch": 0.46813532651455547, + "grad_norm": 91.47386932373047, + "learning_rate": 1.2990670199157074e-05, + "logits/chosen": -1.5872230529785156, + "logits/rejected": -1.6779727935791016, + "logps/chosen": -4.554791450500488, + "logps/rejected": -5.94228458404541, + "loss": 19.8409, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.37332695722579956, + "rewards/margins": 0.1068461686372757, + "rewards/rejected": -0.48017311096191406, + "step": 595 + }, + { + "epoch": 0.47206923682140045, + "grad_norm": 84.26165771484375, + "learning_rate": 1.285925418438037e-05, + "logits/chosen": -1.6029882431030273, + "logits/rejected": -1.5973970890045166, + "logps/chosen": -4.753634452819824, + "logps/rejected": -6.724286079406738, + "loss": 20.5538, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.3792814016342163, + "rewards/margins": 0.10161124169826508, + "rewards/rejected": -0.4808926582336426, + "step": 600 + }, + { + "epoch": 0.47206923682140045, + "eval_logits/chosen": -1.8687881231307983, + "eval_logits/rejected": -2.063835620880127, + "eval_logps/chosen": -4.705691337585449, + "eval_logps/rejected": -5.671477317810059, + "eval_loss": 22.097375869750977, + "eval_rewards/accuracies": 0.6640625, + "eval_rewards/chosen": -0.3680490553379059, + "eval_rewards/margins": 0.07455149292945862, + "eval_rewards/rejected": -0.4426005482673645, + "eval_runtime": 247.0565, + "eval_samples_per_second": 2.591, + "eval_steps_per_second": 0.162, + "step": 600 + }, + { + "epoch": 0.4760031471282455, + "grad_norm": 436.2966003417969, + "learning_rate": 1.2727298170270623e-05, + "logits/chosen": -1.4476096630096436, + "logits/rejected": -1.7463172674179077, + "logps/chosen": -4.9814863204956055, + "logps/rejected": -6.1390061378479, + "loss": 22.5387, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.39945507049560547, + "rewards/margins": 0.06587421894073486, + "rewards/rejected": -0.46532925963401794, + "step": 605 + }, + { + "epoch": 0.47993705743509046, + "grad_norm": 176.86717224121094, + "learning_rate": 1.2594827078067788e-05, + "logits/chosen": -1.4699801206588745, + "logits/rejected": -1.6459217071533203, + "logps/chosen": -4.43405818939209, + "logps/rejected": -5.642327308654785, + "loss": 21.4092, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.33053499460220337, + "rewards/margins": 0.08509950339794159, + "rewards/rejected": -0.4156344532966614, + "step": 610 + }, + { + "epoch": 0.4838709677419355, + "grad_norm": 89.04745483398438, + "learning_rate": 1.2461865926289565e-05, + "logits/chosen": -1.5937103033065796, + "logits/rejected": -1.6736860275268555, + "logps/chosen": -4.249716758728027, + "logps/rejected": -5.313623905181885, + "loss": 20.1482, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.3353779911994934, + "rewards/margins": 0.08377678692340851, + "rewards/rejected": -0.41915470361709595, + "step": 615 + }, + { + "epoch": 0.4878048780487805, + "grad_norm": 142.5464630126953, + "learning_rate": 1.2328439826006415e-05, + "logits/chosen": -1.8125406503677368, + "logits/rejected": -1.82503342628479, + "logps/chosen": -4.829066276550293, + "logps/rejected": -6.025434494018555, + "loss": 21.8627, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.38841956853866577, + "rewards/margins": 0.09203478693962097, + "rewards/rejected": -0.48045435547828674, + "step": 620 + }, + { + "epoch": 0.4917387883556255, + "grad_norm": 92.0487060546875, + "learning_rate": 1.2194573976099065e-05, + "logits/chosen": -1.7436134815216064, + "logits/rejected": -1.7932506799697876, + "logps/chosen": -4.684365272521973, + "logps/rejected": -6.019822597503662, + "loss": 19.5295, + "rewards/accuracies": 0.75, + "rewards/chosen": -0.3807242512702942, + "rewards/margins": 0.08837229013442993, + "rewards/rejected": -0.46909651160240173, + "step": 625 + }, + { + "epoch": 0.4956726986624705, + "grad_norm": 147.95338439941406, + "learning_rate": 1.206029365849945e-05, + "logits/chosen": -1.6783860921859741, + "logits/rejected": -1.9319006204605103, + "logps/chosen": -5.285382270812988, + "logps/rejected": -6.642569541931152, + "loss": 21.2155, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.43607670068740845, + "rewards/margins": 0.10433085262775421, + "rewards/rejected": -0.5404075384140015, + "step": 630 + }, + { + "epoch": 0.4996066089693155, + "grad_norm": 130.0589141845703, + "learning_rate": 1.1925624233415953e-05, + "logits/chosen": -1.6536309719085693, + "logits/rejected": -1.7914777994155884, + "logps/chosen": -6.562493801116943, + "logps/rejected": -7.187270164489746, + "loss": 24.9862, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.5217987298965454, + "rewards/margins": 0.049688175320625305, + "rewards/rejected": -0.5714868903160095, + "step": 635 + }, + { + "epoch": 0.5035405192761605, + "grad_norm": 105.65159606933594, + "learning_rate": 1.1790591134543878e-05, + "logits/chosen": -1.687402367591858, + "logits/rejected": -1.7607853412628174, + "logps/chosen": -5.57774019241333, + "logps/rejected": -7.084832668304443, + "loss": 20.6912, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.4535636901855469, + "rewards/margins": 0.11514492332935333, + "rewards/rejected": -0.568708598613739, + "step": 640 + }, + { + "epoch": 0.5074744295830055, + "grad_norm": 92.58214569091797, + "learning_rate": 1.165521986426204e-05, + "logits/chosen": -1.7766138315200806, + "logits/rejected": -1.8096840381622314, + "logps/chosen": -5.609960556030273, + "logps/rejected": -6.572140693664551, + "loss": 20.9903, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.45290178060531616, + "rewards/margins": 0.07533474266529083, + "rewards/rejected": -0.5282365083694458, + "step": 645 + }, + { + "epoch": 0.5114083398898505, + "grad_norm": 149.65013122558594, + "learning_rate": 1.1519535988816376e-05, + "logits/chosen": -1.5931161642074585, + "logits/rejected": -1.6935539245605469, + "logps/chosen": -5.396282196044922, + "logps/rejected": -6.744470119476318, + "loss": 20.1648, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.40467891097068787, + "rewards/margins": 0.09381942451000214, + "rewards/rejected": -0.4984983503818512, + "step": 650 + }, + { + "epoch": 0.5153422501966956, + "grad_norm": 200.92955017089844, + "learning_rate": 1.1383565133491486e-05, + "logits/chosen": -1.795839548110962, + "logits/rejected": -1.819392442703247, + "logps/chosen": -5.257883548736572, + "logps/rejected": -7.0443830490112305, + "loss": 22.4534, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.43912070989608765, + "rewards/margins": 0.07490712404251099, + "rewards/rejected": -0.5140278339385986, + "step": 655 + }, + { + "epoch": 0.5192761605035405, + "grad_norm": 125.60820770263672, + "learning_rate": 1.1247332977771064e-05, + "logits/chosen": -1.6573776006698608, + "logits/rejected": -1.8588536977767944, + "logps/chosen": -4.678572177886963, + "logps/rejected": -5.781623840332031, + "loss": 20.5053, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.3861141800880432, + "rewards/margins": 0.08240343630313873, + "rewards/rejected": -0.46851760149002075, + "step": 660 + }, + { + "epoch": 0.5232100708103855, + "grad_norm": 157.74685668945312, + "learning_rate": 1.1110865250488047e-05, + "logits/chosen": -1.6955581903457642, + "logits/rejected": -1.7286555767059326, + "logps/chosen": -5.368699073791504, + "logps/rejected": -6.521600246429443, + "loss": 22.1845, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.4410589635372162, + "rewards/margins": 0.06638728827238083, + "rewards/rejected": -0.5074462294578552, + "step": 665 + }, + { + "epoch": 0.5271439811172305, + "grad_norm": 117.55720520019531, + "learning_rate": 1.0974187724965459e-05, + "logits/chosen": -1.569481611251831, + "logits/rejected": -1.7076787948608398, + "logps/chosen": -5.216125965118408, + "logps/rejected": -6.768074035644531, + "loss": 20.6526, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.41673794388771057, + "rewards/margins": 0.10740216076374054, + "rewards/rejected": -0.5241400599479675, + "step": 670 + }, + { + "epoch": 0.5310778914240756, + "grad_norm": 97.75656127929688, + "learning_rate": 1.083732621414887e-05, + "logits/chosen": -1.5581352710723877, + "logits/rejected": -1.7143176794052124, + "logps/chosen": -4.81557559967041, + "logps/rejected": -6.235506534576416, + "loss": 20.7019, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.39709532260894775, + "rewards/margins": 0.07989685237407684, + "rewards/rejected": -0.4769921898841858, + "step": 675 + }, + { + "epoch": 0.5350118017309206, + "grad_norm": 177.1349639892578, + "learning_rate": 1.0700306565731348e-05, + "logits/chosen": -1.6809425354003906, + "logits/rejected": -1.775265097618103, + "logps/chosen": -5.231817245483398, + "logps/rejected": -6.009397983551025, + "loss": 24.3801, + "rewards/accuracies": 0.550000011920929, + "rewards/chosen": -0.4042357802391052, + "rewards/margins": 0.0449453704059124, + "rewards/rejected": -0.4491811692714691, + "step": 680 + }, + { + "epoch": 0.5389457120377655, + "grad_norm": 90.295166015625, + "learning_rate": 1.0563154657271856e-05, + "logits/chosen": -1.5968455076217651, + "logits/rejected": -1.7083053588867188, + "logps/chosen": -4.497256278991699, + "logps/rejected": -5.899313926696777, + "loss": 19.5135, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.3596218526363373, + "rewards/margins": 0.11312826722860336, + "rewards/rejected": -0.47275009751319885, + "step": 685 + }, + { + "epoch": 0.5428796223446105, + "grad_norm": 124.57329559326172, + "learning_rate": 1.0425896391308027e-05, + "logits/chosen": -1.76220703125, + "logits/rejected": -1.80035400390625, + "logps/chosen": -4.3184638023376465, + "logps/rejected": -5.549654960632324, + "loss": 22.3509, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.3421816825866699, + "rewards/margins": 0.07712335884571075, + "rewards/rejected": -0.4193050265312195, + "step": 690 + }, + { + "epoch": 0.5468135326514555, + "grad_norm": 95.38504791259766, + "learning_rate": 1.0288557690464183e-05, + "logits/chosen": -1.7643308639526367, + "logits/rejected": -1.8514759540557861, + "logps/chosen": -4.870394706726074, + "logps/rejected": -6.192694664001465, + "loss": 19.6511, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.3783365786075592, + "rewards/margins": 0.10224858671426773, + "rewards/rejected": -0.48058515787124634, + "step": 695 + }, + { + "epoch": 0.5507474429583006, + "grad_norm": 110.24113464355469, + "learning_rate": 1.0151164492555598e-05, + "logits/chosen": -1.7323192358016968, + "logits/rejected": -1.7812278270721436, + "logps/chosen": -4.445910453796387, + "logps/rejected": -5.475697994232178, + "loss": 20.5733, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.3584834635257721, + "rewards/margins": 0.08415325731039047, + "rewards/rejected": -0.44263672828674316, + "step": 700 + }, + { + "epoch": 0.5507474429583006, + "eval_logits/chosen": -1.9791358709335327, + "eval_logits/rejected": -2.168715715408325, + "eval_logps/chosen": -4.671382904052734, + "eval_logps/rejected": -5.675909996032715, + "eval_loss": 21.87997055053711, + "eval_rewards/accuracies": 0.6890624761581421, + "eval_rewards/chosen": -0.3646181523799896, + "eval_rewards/margins": 0.07842567563056946, + "eval_rewards/rejected": -0.4430437982082367, + "eval_runtime": 247.0548, + "eval_samples_per_second": 2.591, + "eval_steps_per_second": 0.162, + "step": 700 + }, + { + "epoch": 0.5546813532651456, + "grad_norm": 93.88453674316406, + "learning_rate": 1.0013742745689873e-05, + "logits/chosen": -1.6371465921401978, + "logits/rejected": -1.6118228435516357, + "logps/chosen": -4.992671966552734, + "logps/rejected": -6.3686113357543945, + "loss": 22.5795, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.40251269936561584, + "rewards/margins": 0.07059164345264435, + "rewards/rejected": -0.4731043875217438, + "step": 705 + }, + { + "epoch": 0.5586152635719905, + "grad_norm": 84.3992919921875, + "learning_rate": 9.876318403366371e-06, + "logits/chosen": -1.6351890563964844, + "logits/rejected": -1.742375373840332, + "logps/chosen": -4.1463117599487305, + "logps/rejected": -5.639761924743652, + "loss": 18.9145, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.3305463492870331, + "rewards/margins": 0.09927482903003693, + "rewards/rejected": -0.4298211932182312, + "step": 710 + }, + { + "epoch": 0.5625491738788355, + "grad_norm": 80.05113220214844, + "learning_rate": 9.738917419574639e-06, + "logits/chosen": -1.6415116786956787, + "logits/rejected": -1.809754729270935, + "logps/chosen": -4.596456050872803, + "logps/rejected": -6.007749080657959, + "loss": 18.0583, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -0.3703993856906891, + "rewards/margins": 0.11888410896062851, + "rewards/rejected": -0.4892834722995758, + "step": 715 + }, + { + "epoch": 0.5664830841856806, + "grad_norm": 113.48812866210938, + "learning_rate": 9.601565743892714e-06, + "logits/chosen": -1.5977214574813843, + "logits/rejected": -1.6212304830551147, + "logps/chosen": -4.664346218109131, + "logps/rejected": -5.388762474060059, + "loss": 22.5597, + "rewards/accuracies": 0.5874999761581421, + "rewards/chosen": -0.38028937578201294, + "rewards/margins": 0.059345345944166183, + "rewards/rejected": -0.4396347403526306, + "step": 720 + }, + { + "epoch": 0.5704169944925256, + "grad_norm": 70.57742309570312, + "learning_rate": 9.464289316586303e-06, + "logits/chosen": -1.5158501863479614, + "logits/rejected": -1.676015853881836, + "logps/chosen": -5.285845756530762, + "logps/rejected": -6.9133148193359375, + "loss": 18.5202, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.3834846615791321, + "rewards/margins": 0.11843238770961761, + "rewards/rejected": -0.5019170641899109, + "step": 725 + }, + { + "epoch": 0.5743509047993706, + "grad_norm": 103.70975494384766, + "learning_rate": 9.327114063709687e-06, + "logits/chosen": -1.518786072731018, + "logits/rejected": -1.5470190048217773, + "logps/chosen": -4.85964822769165, + "logps/rejected": -5.655099391937256, + "loss": 21.9101, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.39920276403427124, + "rewards/margins": 0.06735944002866745, + "rewards/rejected": -0.4665622115135193, + "step": 730 + }, + { + "epoch": 0.5782848151062155, + "grad_norm": 122.11375427246094, + "learning_rate": 9.19006589220933e-06, + "logits/chosen": -1.6511976718902588, + "logits/rejected": -1.7952783107757568, + "logps/chosen": -5.165816783905029, + "logps/rejected": -6.50637149810791, + "loss": 19.2205, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -0.4252663552761078, + "rewards/margins": 0.11230112612247467, + "rewards/rejected": -0.5375674962997437, + "step": 735 + }, + { + "epoch": 0.5822187254130606, + "grad_norm": 98.64827728271484, + "learning_rate": 9.053170685031065e-06, + "logits/chosen": -1.476125717163086, + "logits/rejected": -1.5079152584075928, + "logps/chosen": -4.6666107177734375, + "logps/rejected": -5.756585597991943, + "loss": 21.5261, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.37994053959846497, + "rewards/margins": 0.08982710540294647, + "rewards/rejected": -0.46976765990257263, + "step": 740 + }, + { + "epoch": 0.5861526357199056, + "grad_norm": 163.19903564453125, + "learning_rate": 8.916454296231866e-06, + "logits/chosen": -1.5693914890289307, + "logits/rejected": -1.6560795307159424, + "logps/chosen": -5.214982032775879, + "logps/rejected": -6.230101585388184, + "loss": 22.3663, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.42850279808044434, + "rewards/margins": 0.08659662306308746, + "rewards/rejected": -0.5150994062423706, + "step": 745 + }, + { + "epoch": 0.5900865460267506, + "grad_norm": 287.3004455566406, + "learning_rate": 8.77994254609703e-06, + "logits/chosen": -1.5711700916290283, + "logits/rejected": -1.6349785327911377, + "logps/chosen": -5.405780792236328, + "logps/rejected": -6.518923759460449, + "loss": 21.7013, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.42655763030052185, + "rewards/margins": 0.10133453458547592, + "rewards/rejected": -0.5278922319412231, + "step": 750 + }, + { + "epoch": 0.5940204563335956, + "grad_norm": 87.57359313964844, + "learning_rate": 8.643661216263744e-06, + "logits/chosen": -1.7837469577789307, + "logits/rejected": -1.9320176839828491, + "logps/chosen": -4.869183540344238, + "logps/rejected": -6.500770568847656, + "loss": 21.0578, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.3997957706451416, + "rewards/margins": 0.11517678201198578, + "rewards/rejected": -0.5149725079536438, + "step": 755 + }, + { + "epoch": 0.5979543666404405, + "grad_norm": 140.55946350097656, + "learning_rate": 8.507636044851978e-06, + "logits/chosen": -1.824091911315918, + "logits/rejected": -1.8229138851165771, + "logps/chosen": -5.666548252105713, + "logps/rejected": -6.8593854904174805, + "loss": 20.3215, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.45906418561935425, + "rewards/margins": 0.08720727264881134, + "rewards/rejected": -0.5462714433670044, + "step": 760 + }, + { + "epoch": 0.6018882769472856, + "grad_norm": 112.21092987060547, + "learning_rate": 8.371892721603572e-06, + "logits/chosen": -1.6853454113006592, + "logits/rejected": -1.8647477626800537, + "logps/chosen": -4.651841163635254, + "logps/rejected": -6.3494367599487305, + "loss": 18.3569, + "rewards/accuracies": 0.75, + "rewards/chosen": -0.3507687747478485, + "rewards/margins": 0.14806708693504333, + "rewards/rejected": -0.49883586168289185, + "step": 765 + }, + { + "epoch": 0.6058221872541306, + "grad_norm": 81.10078430175781, + "learning_rate": 8.236456883030451e-06, + "logits/chosen": -1.68671452999115, + "logits/rejected": -1.7528860569000244, + "logps/chosen": -4.768989562988281, + "logps/rejected": -5.5941948890686035, + "loss": 22.1186, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.3809035122394562, + "rewards/margins": 0.06425388157367706, + "rewards/rejected": -0.44515734910964966, + "step": 770 + }, + { + "epoch": 0.6097560975609756, + "grad_norm": 105.58920288085938, + "learning_rate": 8.101354107572936e-06, + "logits/chosen": -1.727433204650879, + "logits/rejected": -1.8371779918670654, + "logps/chosen": -4.869941711425781, + "logps/rejected": -6.077930450439453, + "loss": 20.7747, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.39489075541496277, + "rewards/margins": 0.09834662824869156, + "rewards/rejected": -0.4932374060153961, + "step": 775 + }, + { + "epoch": 0.6136900078678206, + "grad_norm": 98.20643615722656, + "learning_rate": 7.966609910768977e-06, + "logits/chosen": -1.792258620262146, + "logits/rejected": -1.8587232828140259, + "logps/chosen": -5.296938419342041, + "logps/rejected": -6.899237155914307, + "loss": 21.6057, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.4271044135093689, + "rewards/margins": 0.09831608831882477, + "rewards/rejected": -0.5254205465316772, + "step": 780 + }, + { + "epoch": 0.6176239181746657, + "grad_norm": 81.22627258300781, + "learning_rate": 7.83224974043527e-06, + "logits/chosen": -1.9083926677703857, + "logits/rejected": -1.8744350671768188, + "logps/chosen": -5.533473014831543, + "logps/rejected": -7.378387451171875, + "loss": 21.26, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.44664111733436584, + "rewards/margins": 0.0884137898683548, + "rewards/rejected": -0.5350548624992371, + "step": 785 + }, + { + "epoch": 0.6215578284815106, + "grad_norm": 110.95684814453125, + "learning_rate": 7.698298971861216e-06, + "logits/chosen": -1.8310887813568115, + "logits/rejected": -1.9082119464874268, + "logps/chosen": -5.640771865844727, + "logps/rejected": -6.7010650634765625, + "loss": 22.755, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.4458495080471039, + "rewards/margins": 0.06785107403993607, + "rewards/rejected": -0.5137006044387817, + "step": 790 + }, + { + "epoch": 0.6254917387883556, + "grad_norm": 128.42193603515625, + "learning_rate": 7.564782903016495e-06, + "logits/chosen": -2.0378453731536865, + "logits/rejected": -2.0055670738220215, + "logps/chosen": -5.865384101867676, + "logps/rejected": -7.270517826080322, + "loss": 20.4632, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.4653663635253906, + "rewards/margins": 0.10677427053451538, + "rewards/rejected": -0.572140634059906, + "step": 795 + }, + { + "epoch": 0.6294256490952006, + "grad_norm": 99.83875274658203, + "learning_rate": 7.431726749773322e-06, + "logits/chosen": -1.9313580989837646, + "logits/rejected": -2.0229592323303223, + "logps/chosen": -5.312073707580566, + "logps/rejected": -6.263284683227539, + "loss": 21.2401, + "rewards/accuracies": 0.737500011920929, + "rewards/chosen": -0.44135594367980957, + "rewards/margins": 0.07802332937717438, + "rewards/rejected": -0.5193793177604675, + "step": 800 + }, + { + "epoch": 0.6294256490952006, + "eval_logits/chosen": -2.0016579627990723, + "eval_logits/rejected": -2.1698896884918213, + "eval_logps/chosen": -5.630452632904053, + "eval_logps/rejected": -6.631816864013672, + "eval_loss": 21.630550384521484, + "eval_rewards/accuracies": 0.6703125238418579, + "eval_rewards/chosen": -0.46052512526512146, + "eval_rewards/margins": 0.07810942083597183, + "eval_rewards/rejected": -0.5386345982551575, + "eval_runtime": 247.0319, + "eval_samples_per_second": 2.591, + "eval_steps_per_second": 0.162, + "step": 800 + }, + { + "epoch": 0.6333595594020456, + "grad_norm": 118.10179138183594, + "learning_rate": 7.299155641144151e-06, + "logits/chosen": -1.8322381973266602, + "logits/rejected": -1.933854341506958, + "logps/chosen": -5.868415832519531, + "logps/rejected": -6.592629909515381, + "loss": 23.4385, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.4805046617984772, + "rewards/margins": 0.05157938599586487, + "rewards/rejected": -0.5320841073989868, + "step": 805 + }, + { + "epoch": 0.6372934697088907, + "grad_norm": 109.38636016845703, + "learning_rate": 7.167094614535808e-06, + "logits/chosen": -1.8569862842559814, + "logits/rejected": -2.0059075355529785, + "logps/chosen": -5.487217903137207, + "logps/rejected": -6.167322635650635, + "loss": 22.5869, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.449852854013443, + "rewards/margins": 0.05447512865066528, + "rewards/rejected": -0.5043280720710754, + "step": 810 + }, + { + "epoch": 0.6412273800157356, + "grad_norm": 103.17411041259766, + "learning_rate": 7.0355686110209266e-06, + "logits/chosen": -1.8461898565292358, + "logits/rejected": -1.979327917098999, + "logps/chosen": -5.215566158294678, + "logps/rejected": -5.694491386413574, + "loss": 25.0548, + "rewards/accuracies": 0.574999988079071, + "rewards/chosen": -0.4297303259372711, + "rewards/margins": 0.038676049560308456, + "rewards/rejected": -0.4684063792228699, + "step": 815 + }, + { + "epoch": 0.6451612903225806, + "grad_norm": 119.45822143554688, + "learning_rate": 6.904602470627572e-06, + "logits/chosen": -1.8498461246490479, + "logits/rejected": -1.8748204708099365, + "logps/chosen": -5.026296138763428, + "logps/rejected": -6.262150764465332, + "loss": 20.1373, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.41805368661880493, + "rewards/margins": 0.09066227823495865, + "rewards/rejected": -0.5087159276008606, + "step": 820 + }, + { + "epoch": 0.6490952006294256, + "grad_norm": 100.11577606201172, + "learning_rate": 6.7742209276479375e-06, + "logits/chosen": -1.756453514099121, + "logits/rejected": -1.8702630996704102, + "logps/chosen": -4.895664215087891, + "logps/rejected": -6.6527557373046875, + "loss": 19.6483, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.40346187353134155, + "rewards/margins": 0.10056328773498535, + "rewards/rejected": -0.5040251016616821, + "step": 825 + }, + { + "epoch": 0.6530291109362707, + "grad_norm": 91.52615356445312, + "learning_rate": 6.644448605967034e-06, + "logits/chosen": -1.8409059047698975, + "logits/rejected": -1.81235671043396, + "logps/chosen": -5.046607971191406, + "logps/rejected": -6.257250785827637, + "loss": 20.7867, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.41690778732299805, + "rewards/margins": 0.09308180958032608, + "rewards/rejected": -0.5099896192550659, + "step": 830 + }, + { + "epoch": 0.6569630212431157, + "grad_norm": 88.48129272460938, + "learning_rate": 6.515310014412213e-06, + "logits/chosen": -1.750044584274292, + "logits/rejected": -1.850754737854004, + "logps/chosen": -5.071898460388184, + "logps/rejected": -6.416234016418457, + "loss": 20.4118, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.4191848337650299, + "rewards/margins": 0.09486079961061478, + "rewards/rejected": -0.5140455961227417, + "step": 835 + }, + { + "epoch": 0.6608969315499607, + "grad_norm": 115.54293060302734, + "learning_rate": 6.3868295421244234e-06, + "logits/chosen": -1.8720375299453735, + "logits/rejected": -1.8789699077606201, + "logps/chosen": -5.031576156616211, + "logps/rejected": -6.325047969818115, + "loss": 20.8292, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.41966381669044495, + "rewards/margins": 0.08945666253566742, + "rewards/rejected": -0.5091204643249512, + "step": 840 + }, + { + "epoch": 0.6648308418568056, + "grad_norm": 188.25338745117188, + "learning_rate": 6.2590314539520695e-06, + "logits/chosen": -1.8582954406738281, + "logits/rejected": -1.8773494958877563, + "logps/chosen": -4.929537296295166, + "logps/rejected": -5.595026969909668, + "loss": 23.416, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.4085397720336914, + "rewards/margins": 0.0541224367916584, + "rewards/rejected": -0.4626621603965759, + "step": 845 + }, + { + "epoch": 0.6687647521636507, + "grad_norm": 102.74374389648438, + "learning_rate": 6.131939885868357e-06, + "logits/chosen": -1.8416216373443604, + "logits/rejected": -1.872199296951294, + "logps/chosen": -5.063607692718506, + "logps/rejected": -6.0397844314575195, + "loss": 21.714, + "rewards/accuracies": 0.612500011920929, + "rewards/chosen": -0.4123477339744568, + "rewards/margins": 0.07956025004386902, + "rewards/rejected": -0.4919079840183258, + "step": 850 + }, + { + "epoch": 0.6726986624704957, + "grad_norm": 319.5467834472656, + "learning_rate": 6.005578840412964e-06, + "logits/chosen": -1.8419501781463623, + "logits/rejected": -1.8877992630004883, + "logps/chosen": -5.0865797996521, + "logps/rejected": -6.0676093101501465, + "loss": 23.5725, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.4163091778755188, + "rewards/margins": 0.0651886910200119, + "rewards/rejected": -0.4814978539943695, + "step": 855 + }, + { + "epoch": 0.6766325727773407, + "grad_norm": 99.07049560546875, + "learning_rate": 5.8799721821589065e-06, + "logits/chosen": -1.8766921758651733, + "logits/rejected": -1.9340273141860962, + "logps/chosen": -5.623085021972656, + "logps/rejected": -6.5402045249938965, + "loss": 21.6329, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.4452272057533264, + "rewards/margins": 0.07060147821903229, + "rewards/rejected": -0.5158286690711975, + "step": 860 + }, + { + "epoch": 0.6805664830841857, + "grad_norm": 97.50904083251953, + "learning_rate": 5.755143633205485e-06, + "logits/chosen": -1.8800722360610962, + "logits/rejected": -1.9219684600830078, + "logps/chosen": -5.201785087585449, + "logps/rejected": -6.21309232711792, + "loss": 23.0811, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.40404200553894043, + "rewards/margins": 0.0643695518374443, + "rewards/rejected": -0.46841153502464294, + "step": 865 + }, + { + "epoch": 0.6845003933910306, + "grad_norm": 79.03717041015625, + "learning_rate": 5.631116768698115e-06, + "logits/chosen": -1.89470636844635, + "logits/rejected": -1.9333388805389404, + "logps/chosen": -4.1788506507873535, + "logps/rejected": -4.974513053894043, + "loss": 20.706, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.3371396064758301, + "rewards/margins": 0.06806127727031708, + "rewards/rejected": -0.40520086884498596, + "step": 870 + }, + { + "epoch": 0.6884343036978757, + "grad_norm": 83.89424133300781, + "learning_rate": 5.507915012375928e-06, + "logits/chosen": -1.8191906213760376, + "logits/rejected": -1.9314982891082764, + "logps/chosen": -4.707968711853027, + "logps/rejected": -5.8728346824646, + "loss": 20.151, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.37588876485824585, + "rewards/margins": 0.09074429422616959, + "rewards/rejected": -0.4666330814361572, + "step": 875 + }, + { + "epoch": 0.6923682140047207, + "grad_norm": 142.26219177246094, + "learning_rate": 5.385561632147949e-06, + "logits/chosen": -1.7470595836639404, + "logits/rejected": -1.866180419921875, + "logps/chosen": -4.5063371658325195, + "logps/rejected": -5.85304594039917, + "loss": 21.0088, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.3654096722602844, + "rewards/margins": 0.0996973067522049, + "rewards/rejected": -0.4651069641113281, + "step": 880 + }, + { + "epoch": 0.6963021243115657, + "grad_norm": 119.41082000732422, + "learning_rate": 5.264079735698712e-06, + "logits/chosen": -1.7012622356414795, + "logits/rejected": -1.8376951217651367, + "logps/chosen": -4.514288902282715, + "logps/rejected": -5.9205121994018555, + "loss": 19.2854, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.3598877787590027, + "rewards/margins": 0.11095305532217026, + "rewards/rejected": -0.4708408713340759, + "step": 885 + }, + { + "epoch": 0.7002360346184107, + "grad_norm": 135.3374786376953, + "learning_rate": 5.143492266124164e-06, + "logits/chosen": -1.8720405101776123, + "logits/rejected": -1.9114782810211182, + "logps/chosen": -5.398524284362793, + "logps/rejected": -6.263294219970703, + "loss": 24.2036, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.43828243017196655, + "rewards/margins": 0.04635043814778328, + "rewards/rejected": -0.4846329092979431, + "step": 890 + }, + { + "epoch": 0.7041699449252558, + "grad_norm": 241.8609161376953, + "learning_rate": 5.02382199759859e-06, + "logits/chosen": -1.7537660598754883, + "logits/rejected": -1.9083173274993896, + "logps/chosen": -4.677842140197754, + "logps/rejected": -6.321853160858154, + "loss": 18.7965, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -0.3807620108127594, + "rewards/margins": 0.12588202953338623, + "rewards/rejected": -0.506644070148468, + "step": 895 + }, + { + "epoch": 0.7081038552321007, + "grad_norm": 146.8525390625, + "learning_rate": 4.90509153107351e-06, + "logits/chosen": -1.8356144428253174, + "logits/rejected": -1.8589966297149658, + "logps/chosen": -4.85366153717041, + "logps/rejected": -5.896268367767334, + "loss": 21.6632, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -0.3950599133968353, + "rewards/margins": 0.0631428137421608, + "rewards/rejected": -0.4582027494907379, + "step": 900 + }, + { + "epoch": 0.7081038552321007, + "eval_logits/chosen": -1.7989633083343506, + "eval_logits/rejected": -1.9845269918441772, + "eval_logps/chosen": -4.957736968994141, + "eval_logps/rejected": -5.975499629974365, + "eval_loss": 21.701828002929688, + "eval_rewards/accuracies": 0.676562488079071, + "eval_rewards/chosen": -0.3932535946369171, + "eval_rewards/margins": 0.07974924147129059, + "eval_rewards/rejected": -0.4730028212070465, + "eval_runtime": 247.1628, + "eval_samples_per_second": 2.589, + "eval_steps_per_second": 0.162, + "step": 900 + }, + { + "epoch": 0.7120377655389457, + "grad_norm": 93.06356811523438, + "learning_rate": 4.7873232900092414e-06, + "logits/chosen": -1.7392574548721313, + "logits/rejected": -1.8717933893203735, + "logps/chosen": -5.1849870681762695, + "logps/rejected": -6.5442795753479, + "loss": 21.6833, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.40751686692237854, + "rewards/margins": 0.08898209035396576, + "rewards/rejected": -0.4964989125728607, + "step": 905 + }, + { + "epoch": 0.7159716758457907, + "grad_norm": 132.93258666992188, + "learning_rate": 4.6705395161399936e-06, + "logits/chosen": -1.630149483680725, + "logits/rejected": -1.7430260181427002, + "logps/chosen": -4.627926826477051, + "logps/rejected": -5.704072952270508, + "loss": 21.0561, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.35822638869285583, + "rewards/margins": 0.08486741781234741, + "rewards/rejected": -0.44309377670288086, + "step": 910 + }, + { + "epoch": 0.7199055861526357, + "grad_norm": 154.4405059814453, + "learning_rate": 4.554762265273311e-06, + "logits/chosen": -1.6530017852783203, + "logits/rejected": -1.8972609043121338, + "logps/chosen": -4.7651166915893555, + "logps/rejected": -6.288015365600586, + "loss": 18.4294, + "rewards/accuracies": 0.7250000238418579, + "rewards/chosen": -0.38746368885040283, + "rewards/margins": 0.11755411326885223, + "rewards/rejected": -0.5050178170204163, + "step": 915 + }, + { + "epoch": 0.7238394964594808, + "grad_norm": 102.96554565429688, + "learning_rate": 4.440013403124597e-06, + "logits/chosen": -1.7715336084365845, + "logits/rejected": -1.7801620960235596, + "logps/chosen": -4.690044403076172, + "logps/rejected": -5.505946159362793, + "loss": 22.2085, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.38295048475265503, + "rewards/margins": 0.0695444643497467, + "rewards/rejected": -0.45249491930007935, + "step": 920 + }, + { + "epoch": 0.7277734067663257, + "grad_norm": 315.7669677734375, + "learning_rate": 4.326314601187538e-06, + "logits/chosen": -1.8609683513641357, + "logits/rejected": -1.9618885517120361, + "logps/chosen": -5.145749092102051, + "logps/rejected": -6.3977789878845215, + "loss": 22.8082, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.41296815872192383, + "rewards/margins": 0.07956559956073761, + "rewards/rejected": -0.49253368377685547, + "step": 925 + }, + { + "epoch": 0.7317073170731707, + "grad_norm": 80.00617980957031, + "learning_rate": 4.213687332641244e-06, + "logits/chosen": -1.8031578063964844, + "logits/rejected": -1.8300079107284546, + "logps/chosen": -4.608497142791748, + "logps/rejected": -5.627560615539551, + "loss": 21.8399, + "rewards/accuracies": 0.6875, + "rewards/chosen": -0.37813931703567505, + "rewards/margins": 0.06815028190612793, + "rewards/rejected": -0.44628962874412537, + "step": 930 + }, + { + "epoch": 0.7356412273800157, + "grad_norm": 103.14537048339844, + "learning_rate": 4.1021528682948064e-06, + "logits/chosen": -1.935750961303711, + "logits/rejected": -2.0146632194519043, + "logps/chosen": -5.339895725250244, + "logps/rejected": -6.566633701324463, + "loss": 22.9976, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.4325796663761139, + "rewards/margins": 0.09251324087381363, + "rewards/rejected": -0.5250928997993469, + "step": 935 + }, + { + "epoch": 0.7395751376868608, + "grad_norm": 122.98945617675781, + "learning_rate": 3.99173227257009e-06, + "logits/chosen": -1.7238731384277344, + "logits/rejected": -1.8724349737167358, + "logps/chosen": -4.779284954071045, + "logps/rejected": -5.879046440124512, + "loss": 20.3834, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.3796885907649994, + "rewards/margins": 0.08734798431396484, + "rewards/rejected": -0.46703657507896423, + "step": 940 + }, + { + "epoch": 0.7435090479937058, + "grad_norm": 93.698974609375, + "learning_rate": 3.8824463995235025e-06, + "logits/chosen": -1.8173907995224, + "logits/rejected": -1.8792049884796143, + "logps/chosen": -4.475302696228027, + "logps/rejected": -5.640101909637451, + "loss": 21.2437, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.36529648303985596, + "rewards/margins": 0.088043212890625, + "rewards/rejected": -0.45333972573280334, + "step": 945 + }, + { + "epoch": 0.7474429583005507, + "grad_norm": 117.70040130615234, + "learning_rate": 3.774315888907498e-06, + "logits/chosen": -1.7552030086517334, + "logits/rejected": -1.952716588973999, + "logps/chosen": -4.961709976196289, + "logps/rejected": -6.055539131164551, + "loss": 20.6516, + "rewards/accuracies": 0.675000011920929, + "rewards/chosen": -0.40568727254867554, + "rewards/margins": 0.08449403941631317, + "rewards/rejected": -0.4901813566684723, + "step": 950 + }, + { + "epoch": 0.7513768686073957, + "grad_norm": 78.84608459472656, + "learning_rate": 3.6673611622725326e-06, + "logits/chosen": -1.7900937795639038, + "logits/rejected": -1.8674201965332031, + "logps/chosen": -4.5862603187561035, + "logps/rejected": -6.226560592651367, + "loss": 21.1241, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.3641781508922577, + "rewards/margins": 0.0932440310716629, + "rewards/rejected": -0.4574221670627594, + "step": 955 + }, + { + "epoch": 0.7553107789142408, + "grad_norm": 101.40766143798828, + "learning_rate": 3.561602419110267e-06, + "logits/chosen": -1.7657877206802368, + "logits/rejected": -1.849156141281128, + "logps/chosen": -4.796189308166504, + "logps/rejected": -5.998377323150635, + "loss": 20.5484, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.388437956571579, + "rewards/margins": 0.09469521045684814, + "rewards/rejected": -0.4831331670284271, + "step": 960 + }, + { + "epoch": 0.7592446892210858, + "grad_norm": 78.99065399169922, + "learning_rate": 3.4570596330386775e-06, + "logits/chosen": -1.844770073890686, + "logits/rejected": -1.9092273712158203, + "logps/chosen": -4.890164375305176, + "logps/rejected": -6.159483432769775, + "loss": 21.2832, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.40066736936569214, + "rewards/margins": 0.08416299521923065, + "rewards/rejected": -0.484830379486084, + "step": 965 + }, + { + "epoch": 0.7631785995279308, + "grad_norm": 109.26583099365234, + "learning_rate": 3.3537525480298314e-06, + "logits/chosen": -1.8256486654281616, + "logits/rejected": -1.8702704906463623, + "logps/chosen": -5.2911200523376465, + "logps/rejected": -6.402520656585693, + "loss": 21.1085, + "rewards/accuracies": 0.625, + "rewards/chosen": -0.41231974959373474, + "rewards/margins": 0.08990296721458435, + "rewards/rejected": -0.5022227168083191, + "step": 970 + }, + { + "epoch": 0.7671125098347757, + "grad_norm": 199.02462768554688, + "learning_rate": 3.251700674681042e-06, + "logits/chosen": -1.8512033224105835, + "logits/rejected": -1.9163382053375244, + "logps/chosen": -4.809088230133057, + "logps/rejected": -6.037604331970215, + "loss": 22.0358, + "rewards/accuracies": 0.637499988079071, + "rewards/chosen": -0.3932774066925049, + "rewards/margins": 0.07615714520215988, + "rewards/rejected": -0.46943455934524536, + "step": 975 + }, + { + "epoch": 0.7710464201416207, + "grad_norm": 95.2743911743164, + "learning_rate": 3.1509232865300886e-06, + "logits/chosen": -1.8119735717773438, + "logits/rejected": -1.8144118785858154, + "logps/chosen": -4.221276760101318, + "logps/rejected": -5.142813205718994, + "loss": 20.943, + "rewards/accuracies": 0.699999988079071, + "rewards/chosen": -0.3364713788032532, + "rewards/margins": 0.07149138301610947, + "rewards/rejected": -0.40796273946762085, + "step": 980 + }, + { + "epoch": 0.7749803304484658, + "grad_norm": 123.05020904541016, + "learning_rate": 3.051439416415216e-06, + "logits/chosen": -1.8963220119476318, + "logits/rejected": -1.8464494943618774, + "logps/chosen": -4.875748634338379, + "logps/rejected": -6.1705427169799805, + "loss": 19.8297, + "rewards/accuracies": 0.6499999761581421, + "rewards/chosen": -0.37498602271080017, + "rewards/margins": 0.09870316833257675, + "rewards/rejected": -0.47368916869163513, + "step": 985 + }, + { + "epoch": 0.7789142407553108, + "grad_norm": 89.97714233398438, + "learning_rate": 2.95326785288058e-06, + "logits/chosen": -1.7886253595352173, + "logits/rejected": -1.9196971654891968, + "logps/chosen": -5.477912902832031, + "logps/rejected": -5.896014213562012, + "loss": 24.1286, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.41751259565353394, + "rewards/margins": 0.04653157666325569, + "rewards/rejected": -0.4640441834926605, + "step": 990 + }, + { + "epoch": 0.7828481510621558, + "grad_norm": 81.39910125732422, + "learning_rate": 2.856427136627854e-06, + "logits/chosen": -1.6037006378173828, + "logits/rejected": -1.8636585474014282, + "logps/chosen": -4.456266403198242, + "logps/rejected": -6.3112382888793945, + "loss": 17.7645, + "rewards/accuracies": 0.8500000238418579, + "rewards/chosen": -0.36230579018592834, + "rewards/margins": 0.1193535327911377, + "rewards/rejected": -0.48165932297706604, + "step": 995 + }, + { + "epoch": 0.7867820613690008, + "grad_norm": 113.1491928100586, + "learning_rate": 2.7609355570146166e-06, + "logits/chosen": -1.6726270914077759, + "logits/rejected": -1.876440405845642, + "logps/chosen": -4.736680030822754, + "logps/rejected": -6.039677143096924, + "loss": 20.4253, + "rewards/accuracies": 0.6625000238418579, + "rewards/chosen": -0.3803684711456299, + "rewards/margins": 0.10021813958883286, + "rewards/rejected": -0.48058661818504333, + "step": 1000 + }, + { + "epoch": 0.7867820613690008, + "eval_logits/chosen": -1.784537672996521, + "eval_logits/rejected": -1.951536774635315, + "eval_logps/chosen": -5.034027099609375, + "eval_logps/rejected": -6.096713066101074, + "eval_loss": 21.52120590209961, + "eval_rewards/accuracies": 0.676562488079071, + "eval_rewards/chosen": -0.40088263154029846, + "eval_rewards/margins": 0.08424156904220581, + "eval_rewards/rejected": -0.4851241707801819, + "eval_runtime": 247.1498, + "eval_samples_per_second": 2.59, + "eval_steps_per_second": 0.162, + "step": 1000 + } + ], + "logging_steps": 5, + "max_steps": 1271, + "num_input_tokens_seen": 0, + "num_train_epochs": 1, + "save_steps": 10, + "stateful_callbacks": { + "TrainerControl": { + "args": { + "should_epoch_stop": false, + "should_evaluate": false, + "should_log": false, + "should_save": true, + "should_training_stop": false + }, + "attributes": {} + } + }, + "total_flos": 0.0, + "train_batch_size": 16, + "trial_name": null, + "trial_params": null +}