{ "best_global_step": 42000, "best_metric": 0.9448174834251404, "best_model_checkpoint": "./speecht5/urdu-tts-phonemes-speecht5-finetuned/checkpoint-42000", "epoch": 18.308732148697263, "eval_steps": 1000, "global_step": 42000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.08721247138340783, "grad_norm": 24.05974769592285, "learning_rate": 1.9900000000000004e-06, "loss": 8.479815063476563, "step": 200 }, { "epoch": 0.17442494276681567, "grad_norm": 20.256372451782227, "learning_rate": 3.990000000000001e-06, "loss": 6.65532470703125, "step": 400 }, { "epoch": 0.26163741415022346, "grad_norm": 24.020288467407227, "learning_rate": 5.99e-06, "loss": 5.549420776367188, "step": 600 }, { "epoch": 0.34884988553363133, "grad_norm": 22.95574188232422, "learning_rate": 7.990000000000001e-06, "loss": 5.242913818359375, "step": 800 }, { "epoch": 0.43606235691703915, "grad_norm": 21.500507354736328, "learning_rate": 9.990000000000001e-06, "loss": 5.012727661132812, "step": 1000 }, { "epoch": 0.43606235691703915, "eval_loss": 1.120340347290039, "eval_runtime": 331.3693, "eval_samples_per_second": 36.91, "eval_steps_per_second": 9.228, "step": 1000 }, { "epoch": 0.5232748283004469, "grad_norm": 24.796592712402344, "learning_rate": 9.978074041427943e-06, "loss": 4.87976318359375, "step": 1200 }, { "epoch": 0.6104872996838548, "grad_norm": 30.302698135375977, "learning_rate": 9.956037902159543e-06, "loss": 4.807673034667968, "step": 1400 }, { "epoch": 0.6976997710672627, "grad_norm": 26.418174743652344, "learning_rate": 9.934001762891142e-06, "loss": 4.722581787109375, "step": 1600 }, { "epoch": 0.7849122424506705, "grad_norm": 18.969362258911133, "learning_rate": 9.911965623622742e-06, "loss": 4.6823681640625, "step": 1800 }, { "epoch": 0.8721247138340783, "grad_norm": 31.632402420043945, "learning_rate": 9.889929484354342e-06, "loss": 4.643733215332031, "step": 2000 }, { "epoch": 0.8721247138340783, "eval_loss": 1.0700525045394897, "eval_runtime": 349.2614, "eval_samples_per_second": 35.02, "eval_steps_per_second": 8.756, "step": 2000 }, { "epoch": 0.9593371852174861, "grad_norm": 26.039878845214844, "learning_rate": 9.86789334508594e-06, "loss": 4.633777465820312, "step": 2200 }, { "epoch": 1.0462226098332061, "grad_norm": 29.846647262573242, "learning_rate": 9.845857205817542e-06, "loss": 4.54459716796875, "step": 2400 }, { "epoch": 1.133435081216614, "grad_norm": 30.55405616760254, "learning_rate": 9.823821066549142e-06, "loss": 4.533556518554687, "step": 2600 }, { "epoch": 1.2206475526000218, "grad_norm": 36.22990417480469, "learning_rate": 9.801784927280741e-06, "loss": 4.509813842773437, "step": 2800 }, { "epoch": 1.3078600239834297, "grad_norm": 23.28966522216797, "learning_rate": 9.77974878801234e-06, "loss": 4.494954528808594, "step": 3000 }, { "epoch": 1.3078600239834297, "eval_loss": 1.0368597507476807, "eval_runtime": 340.3775, "eval_samples_per_second": 35.934, "eval_steps_per_second": 8.984, "step": 3000 }, { "epoch": 1.3950724953668374, "grad_norm": 36.652828216552734, "learning_rate": 9.757712648743941e-06, "loss": 4.494131164550781, "step": 3200 }, { "epoch": 1.4822849667502453, "grad_norm": 21.791095733642578, "learning_rate": 9.73567650947554e-06, "loss": 4.468922119140625, "step": 3400 }, { "epoch": 1.569497438133653, "grad_norm": 36.221858978271484, "learning_rate": 9.71364037020714e-06, "loss": 4.425529479980469, "step": 3600 }, { "epoch": 1.656709909517061, "grad_norm": 25.282238006591797, "learning_rate": 9.69160423093874e-06, "loss": 4.403593139648438, "step": 3800 }, { "epoch": 1.743922380900469, "grad_norm": 21.640579223632812, "learning_rate": 9.669568091670341e-06, "loss": 4.409559326171875, "step": 4000 }, { "epoch": 1.743922380900469, "eval_loss": 1.0254037380218506, "eval_runtime": 353.8731, "eval_samples_per_second": 34.563, "eval_steps_per_second": 8.642, "step": 4000 }, { "epoch": 1.8311348522838766, "grad_norm": 34.924861907958984, "learning_rate": 9.64753195240194e-06, "loss": 4.403922119140625, "step": 4200 }, { "epoch": 1.9183473236672843, "grad_norm": 26.611953735351562, "learning_rate": 9.62549581313354e-06, "loss": 4.3958837890625, "step": 4400 }, { "epoch": 2.0052327482830044, "grad_norm": 24.899072647094727, "learning_rate": 9.60345967386514e-06, "loss": 4.356022338867188, "step": 4600 }, { "epoch": 2.0924452196664123, "grad_norm": 26.694162368774414, "learning_rate": 9.58142353459674e-06, "loss": 4.358612060546875, "step": 4800 }, { "epoch": 2.17965769104982, "grad_norm": 19.83888816833496, "learning_rate": 9.559387395328338e-06, "loss": 4.367332458496094, "step": 5000 }, { "epoch": 2.17965769104982, "eval_loss": 1.0280553102493286, "eval_runtime": 368.049, "eval_samples_per_second": 33.232, "eval_steps_per_second": 8.309, "step": 5000 }, { "epoch": 2.266870162433228, "grad_norm": 25.698699951171875, "learning_rate": 9.53735125605994e-06, "loss": 4.343710327148438, "step": 5200 }, { "epoch": 2.3540826338166356, "grad_norm": 21.149288177490234, "learning_rate": 9.51531511679154e-06, "loss": 4.331655883789063, "step": 5400 }, { "epoch": 2.4412951052000436, "grad_norm": 22.230365753173828, "learning_rate": 9.493278977523137e-06, "loss": 4.33089599609375, "step": 5600 }, { "epoch": 2.5285075765834515, "grad_norm": 38.653480529785156, "learning_rate": 9.471242838254738e-06, "loss": 4.331998291015625, "step": 5800 }, { "epoch": 2.6157200479668594, "grad_norm": 22.251720428466797, "learning_rate": 9.449206698986339e-06, "loss": 4.327017211914063, "step": 6000 }, { "epoch": 2.6157200479668594, "eval_loss": 1.008265495300293, "eval_runtime": 346.3793, "eval_samples_per_second": 35.311, "eval_steps_per_second": 8.828, "step": 6000 }, { "epoch": 2.7029325193502673, "grad_norm": 29.327293395996094, "learning_rate": 9.427170559717938e-06, "loss": 4.314130859375, "step": 6200 }, { "epoch": 2.790144990733675, "grad_norm": 42.60088348388672, "learning_rate": 9.405134420449537e-06, "loss": 4.301522827148437, "step": 6400 }, { "epoch": 2.8773574621170828, "grad_norm": 22.110036849975586, "learning_rate": 9.383098281181138e-06, "loss": 4.276791687011719, "step": 6600 }, { "epoch": 2.9645699335004907, "grad_norm": 25.4754581451416, "learning_rate": 9.361062141912737e-06, "loss": 4.284074096679688, "step": 6800 }, { "epoch": 3.0514553581162107, "grad_norm": 24.357316970825195, "learning_rate": 9.339026002644338e-06, "loss": 4.260386962890625, "step": 7000 }, { "epoch": 3.0514553581162107, "eval_loss": 1.0023632049560547, "eval_runtime": 346.3632, "eval_samples_per_second": 35.313, "eval_steps_per_second": 8.829, "step": 7000 }, { "epoch": 3.1386678294996186, "grad_norm": 25.026887893676758, "learning_rate": 9.316989863375937e-06, "loss": 4.281555786132812, "step": 7200 }, { "epoch": 3.225880300883026, "grad_norm": 24.85771942138672, "learning_rate": 9.294953724107538e-06, "loss": 4.265211181640625, "step": 7400 }, { "epoch": 3.313092772266434, "grad_norm": 29.351341247558594, "learning_rate": 9.272917584839137e-06, "loss": 4.274870300292969, "step": 7600 }, { "epoch": 3.400305243649842, "grad_norm": 29.364891052246094, "learning_rate": 9.250881445570736e-06, "loss": 4.261960144042969, "step": 7800 }, { "epoch": 3.48751771503325, "grad_norm": 22.959003448486328, "learning_rate": 9.228845306302337e-06, "loss": 4.241669921875, "step": 8000 }, { "epoch": 3.48751771503325, "eval_loss": 0.992875874042511, "eval_runtime": 349.2513, "eval_samples_per_second": 35.021, "eval_steps_per_second": 8.756, "step": 8000 }, { "epoch": 3.574730186416658, "grad_norm": 24.052427291870117, "learning_rate": 9.206809167033936e-06, "loss": 4.246179504394531, "step": 8200 }, { "epoch": 3.6619426578000653, "grad_norm": 23.832117080688477, "learning_rate": 9.184773027765537e-06, "loss": 4.259029541015625, "step": 8400 }, { "epoch": 3.7491551291834733, "grad_norm": 18.504886627197266, "learning_rate": 9.162736888497136e-06, "loss": 4.235401916503906, "step": 8600 }, { "epoch": 3.836367600566881, "grad_norm": 30.796070098876953, "learning_rate": 9.140700749228737e-06, "loss": 4.245496826171875, "step": 8800 }, { "epoch": 3.9235800719502887, "grad_norm": 39.91634750366211, "learning_rate": 9.118664609960336e-06, "loss": 4.229890747070312, "step": 9000 }, { "epoch": 3.9235800719502887, "eval_loss": 0.9932724833488464, "eval_runtime": 346.2201, "eval_samples_per_second": 35.327, "eval_steps_per_second": 8.833, "step": 9000 }, { "epoch": 4.010465496566009, "grad_norm": 26.46392822265625, "learning_rate": 9.096628470691935e-06, "loss": 4.214105224609375, "step": 9200 }, { "epoch": 4.097677967949417, "grad_norm": 43.10508728027344, "learning_rate": 9.074592331423536e-06, "loss": 4.208152465820312, "step": 9400 }, { "epoch": 4.184890439332825, "grad_norm": 35.05559158325195, "learning_rate": 9.052556192155135e-06, "loss": 4.218372802734375, "step": 9600 }, { "epoch": 4.2721029107162325, "grad_norm": 30.729036331176758, "learning_rate": 9.030520052886736e-06, "loss": 4.209480590820313, "step": 9800 }, { "epoch": 4.35931538209964, "grad_norm": 31.454877853393555, "learning_rate": 9.008483913618335e-06, "loss": 4.210875854492188, "step": 10000 }, { "epoch": 4.35931538209964, "eval_loss": 0.992638349533081, "eval_runtime": 352.192, "eval_samples_per_second": 34.728, "eval_steps_per_second": 8.683, "step": 10000 }, { "epoch": 4.446527853483048, "grad_norm": 28.604127883911133, "learning_rate": 8.986447774349934e-06, "loss": 4.210906982421875, "step": 10200 }, { "epoch": 4.533740324866456, "grad_norm": 23.0704345703125, "learning_rate": 8.964411635081535e-06, "loss": 4.199930419921875, "step": 10400 }, { "epoch": 4.620952796249863, "grad_norm": 26.80572509765625, "learning_rate": 8.942375495813135e-06, "loss": 4.209544677734375, "step": 10600 }, { "epoch": 4.708165267633271, "grad_norm": 22.299110412597656, "learning_rate": 8.920339356544735e-06, "loss": 4.200810546875, "step": 10800 }, { "epoch": 4.795377739016679, "grad_norm": 22.755102157592773, "learning_rate": 8.898303217276334e-06, "loss": 4.196201477050781, "step": 11000 }, { "epoch": 4.795377739016679, "eval_loss": 0.987343430519104, "eval_runtime": 352.3769, "eval_samples_per_second": 34.71, "eval_steps_per_second": 8.678, "step": 11000 }, { "epoch": 4.882590210400087, "grad_norm": 22.76228904724121, "learning_rate": 8.876267078007934e-06, "loss": 4.192545776367187, "step": 11200 }, { "epoch": 4.969802681783495, "grad_norm": 18.565929412841797, "learning_rate": 8.854230938739534e-06, "loss": 4.180068359375, "step": 11400 }, { "epoch": 5.056688106399215, "grad_norm": 21.868263244628906, "learning_rate": 8.832194799471133e-06, "loss": 4.163085327148438, "step": 11600 }, { "epoch": 5.143900577782623, "grad_norm": 31.216304779052734, "learning_rate": 8.810158660202733e-06, "loss": 4.174065246582031, "step": 11800 }, { "epoch": 5.231113049166031, "grad_norm": 24.363231658935547, "learning_rate": 8.788122520934334e-06, "loss": 4.187493896484375, "step": 12000 }, { "epoch": 5.231113049166031, "eval_loss": 0.9810986518859863, "eval_runtime": 339.4129, "eval_samples_per_second": 36.036, "eval_steps_per_second": 9.01, "step": 12000 }, { "epoch": 5.318325520549439, "grad_norm": 19.92061424255371, "learning_rate": 8.766086381665933e-06, "loss": 4.187520141601563, "step": 12200 }, { "epoch": 5.405537991932847, "grad_norm": 24.99143409729004, "learning_rate": 8.744050242397532e-06, "loss": 4.166245727539063, "step": 12400 }, { "epoch": 5.492750463316254, "grad_norm": 24.70585823059082, "learning_rate": 8.722014103129133e-06, "loss": 4.164942016601563, "step": 12600 }, { "epoch": 5.579962934699662, "grad_norm": 18.944747924804688, "learning_rate": 8.699977963860732e-06, "loss": 4.16548095703125, "step": 12800 }, { "epoch": 5.66717540608307, "grad_norm": 24.14280891418457, "learning_rate": 8.677941824592331e-06, "loss": 4.168301391601562, "step": 13000 }, { "epoch": 5.66717540608307, "eval_loss": 0.9759051203727722, "eval_runtime": 349.8176, "eval_samples_per_second": 34.964, "eval_steps_per_second": 8.742, "step": 13000 }, { "epoch": 5.754387877466478, "grad_norm": 23.709392547607422, "learning_rate": 8.655905685323932e-06, "loss": 4.159636840820313, "step": 13200 }, { "epoch": 5.8416003488498855, "grad_norm": 37.89950942993164, "learning_rate": 8.633869546055531e-06, "loss": 4.171852416992188, "step": 13400 }, { "epoch": 5.9288128202332935, "grad_norm": 34.13504409790039, "learning_rate": 8.61183340678713e-06, "loss": 4.164423828125, "step": 13600 }, { "epoch": 6.0156982448490135, "grad_norm": 24.551559448242188, "learning_rate": 8.589797267518731e-06, "loss": 4.130006103515625, "step": 13800 }, { "epoch": 6.102910716232421, "grad_norm": 21.308082580566406, "learning_rate": 8.567761128250332e-06, "loss": 4.149431762695312, "step": 14000 }, { "epoch": 6.102910716232421, "eval_loss": 0.9769551157951355, "eval_runtime": 342.9942, "eval_samples_per_second": 35.659, "eval_steps_per_second": 8.916, "step": 14000 }, { "epoch": 6.190123187615829, "grad_norm": 22.955293655395508, "learning_rate": 8.545724988981931e-06, "loss": 4.142289428710938, "step": 14200 }, { "epoch": 6.277335658999237, "grad_norm": 17.721412658691406, "learning_rate": 8.52368884971353e-06, "loss": 4.137732238769531, "step": 14400 }, { "epoch": 6.364548130382644, "grad_norm": 25.668283462524414, "learning_rate": 8.501652710445131e-06, "loss": 4.1462646484375, "step": 14600 }, { "epoch": 6.451760601766052, "grad_norm": 28.969520568847656, "learning_rate": 8.47961657117673e-06, "loss": 4.1304473876953125, "step": 14800 }, { "epoch": 6.53897307314946, "grad_norm": 21.27937889099121, "learning_rate": 8.45758043190833e-06, "loss": 4.140865173339844, "step": 15000 }, { "epoch": 6.53897307314946, "eval_loss": 0.9721247553825378, "eval_runtime": 353.3602, "eval_samples_per_second": 34.613, "eval_steps_per_second": 8.654, "step": 15000 }, { "epoch": 6.626185544532868, "grad_norm": 25.535720825195312, "learning_rate": 8.43554429263993e-06, "loss": 4.151261291503906, "step": 15200 }, { "epoch": 6.713398015916276, "grad_norm": 31.536725997924805, "learning_rate": 8.413508153371531e-06, "loss": 4.1409674072265625, "step": 15400 }, { "epoch": 6.800610487299684, "grad_norm": 21.910253524780273, "learning_rate": 8.39147201410313e-06, "loss": 4.137415161132813, "step": 15600 }, { "epoch": 6.887822958683092, "grad_norm": 25.541889190673828, "learning_rate": 8.369435874834729e-06, "loss": 4.14487548828125, "step": 15800 }, { "epoch": 6.9750354300665, "grad_norm": 28.3773136138916, "learning_rate": 8.34739973556633e-06, "loss": 4.114954833984375, "step": 16000 }, { "epoch": 6.9750354300665, "eval_loss": 0.9710648059844971, "eval_runtime": 346.4652, "eval_samples_per_second": 35.302, "eval_steps_per_second": 8.826, "step": 16000 }, { "epoch": 7.06192085468222, "grad_norm": 28.948652267456055, "learning_rate": 8.325363596297929e-06, "loss": 4.1155767822265625, "step": 16200 }, { "epoch": 7.149133326065628, "grad_norm": 29.551963806152344, "learning_rate": 8.303327457029528e-06, "loss": 4.115559387207031, "step": 16400 }, { "epoch": 7.236345797449035, "grad_norm": 20.035167694091797, "learning_rate": 8.281291317761129e-06, "loss": 4.10067138671875, "step": 16600 }, { "epoch": 7.323558268832443, "grad_norm": 28.89103126525879, "learning_rate": 8.259255178492728e-06, "loss": 4.108811645507813, "step": 16800 }, { "epoch": 7.410770740215851, "grad_norm": 33.26117706298828, "learning_rate": 8.237219039224329e-06, "loss": 4.110437622070313, "step": 17000 }, { "epoch": 7.410770740215851, "eval_loss": 0.9670585989952087, "eval_runtime": 380.6236, "eval_samples_per_second": 32.134, "eval_steps_per_second": 8.034, "step": 17000 }, { "epoch": 7.497983211599259, "grad_norm": 22.1575984954834, "learning_rate": 8.215182899955928e-06, "loss": 4.118037719726562, "step": 17200 }, { "epoch": 7.5851956829826666, "grad_norm": 34.508846282958984, "learning_rate": 8.193146760687529e-06, "loss": 4.103672790527344, "step": 17400 }, { "epoch": 7.6724081543660745, "grad_norm": 27.750104904174805, "learning_rate": 8.171110621419128e-06, "loss": 4.096029052734375, "step": 17600 }, { "epoch": 7.759620625749482, "grad_norm": 23.576847076416016, "learning_rate": 8.149074482150729e-06, "loss": 4.114128112792969, "step": 17800 }, { "epoch": 7.84683309713289, "grad_norm": 18.866933822631836, "learning_rate": 8.127038342882328e-06, "loss": 4.109539184570313, "step": 18000 }, { "epoch": 7.84683309713289, "eval_loss": 0.9662941694259644, "eval_runtime": 366.7048, "eval_samples_per_second": 33.354, "eval_steps_per_second": 8.339, "step": 18000 }, { "epoch": 7.934045568516298, "grad_norm": 22.053308486938477, "learning_rate": 8.105002203613927e-06, "loss": 4.101531982421875, "step": 18200 }, { "epoch": 8.020930993132017, "grad_norm": 27.721097946166992, "learning_rate": 8.082966064345528e-06, "loss": 4.078556518554688, "step": 18400 }, { "epoch": 8.108143464515425, "grad_norm": 16.3195858001709, "learning_rate": 8.060929925077127e-06, "loss": 4.113186645507812, "step": 18600 }, { "epoch": 8.195355935898833, "grad_norm": 24.274024963378906, "learning_rate": 8.038893785808728e-06, "loss": 4.102982788085938, "step": 18800 }, { "epoch": 8.282568407282241, "grad_norm": 44.398868560791016, "learning_rate": 8.016857646540327e-06, "loss": 4.077982177734375, "step": 19000 }, { "epoch": 8.282568407282241, "eval_loss": 0.9664719104766846, "eval_runtime": 385.6838, "eval_samples_per_second": 31.713, "eval_steps_per_second": 7.929, "step": 19000 }, { "epoch": 8.36978087866565, "grad_norm": 28.94335174560547, "learning_rate": 7.994821507271928e-06, "loss": 4.09763671875, "step": 19200 }, { "epoch": 8.456993350049057, "grad_norm": 33.86271667480469, "learning_rate": 7.972785368003527e-06, "loss": 4.082224731445312, "step": 19400 }, { "epoch": 8.544205821432465, "grad_norm": 27.749034881591797, "learning_rate": 7.950749228735126e-06, "loss": 4.094083251953125, "step": 19600 }, { "epoch": 8.631418292815873, "grad_norm": 23.508079528808594, "learning_rate": 7.928713089466727e-06, "loss": 4.110226440429687, "step": 19800 }, { "epoch": 8.71863076419928, "grad_norm": 24.7147216796875, "learning_rate": 7.906676950198326e-06, "loss": 4.091410522460937, "step": 20000 }, { "epoch": 8.71863076419928, "eval_loss": 0.9642230868339539, "eval_runtime": 348.2116, "eval_samples_per_second": 35.125, "eval_steps_per_second": 8.782, "step": 20000 }, { "epoch": 8.805843235582689, "grad_norm": 26.83739471435547, "learning_rate": 7.884640810929925e-06, "loss": 4.072673645019531, "step": 20200 }, { "epoch": 8.893055706966097, "grad_norm": 23.345003128051758, "learning_rate": 7.862604671661526e-06, "loss": 4.081375732421875, "step": 20400 }, { "epoch": 8.980268178349505, "grad_norm": 22.3059024810791, "learning_rate": 7.840568532393126e-06, "loss": 4.080589599609375, "step": 20600 }, { "epoch": 9.067153602965224, "grad_norm": 28.262033462524414, "learning_rate": 7.818532393124725e-06, "loss": 4.071205444335938, "step": 20800 }, { "epoch": 9.154366074348632, "grad_norm": 17.770212173461914, "learning_rate": 7.796496253856325e-06, "loss": 4.075708618164063, "step": 21000 }, { "epoch": 9.154366074348632, "eval_loss": 0.9607056379318237, "eval_runtime": 345.0951, "eval_samples_per_second": 35.442, "eval_steps_per_second": 8.861, "step": 21000 }, { "epoch": 9.24157854573204, "grad_norm": 26.18967056274414, "learning_rate": 7.774460114587925e-06, "loss": 4.063737487792968, "step": 21200 }, { "epoch": 9.328791017115448, "grad_norm": 20.26483154296875, "learning_rate": 7.752423975319524e-06, "loss": 4.061445922851562, "step": 21400 }, { "epoch": 9.416003488498855, "grad_norm": 36.16294479370117, "learning_rate": 7.730387836051124e-06, "loss": 4.046877136230469, "step": 21600 }, { "epoch": 9.503215959882263, "grad_norm": 31.608964920043945, "learning_rate": 7.708351696782724e-06, "loss": 4.068466796875, "step": 21800 }, { "epoch": 9.590428431265671, "grad_norm": 24.918800354003906, "learning_rate": 7.686315557514325e-06, "loss": 4.066632690429688, "step": 22000 }, { "epoch": 9.590428431265671, "eval_loss": 0.9627618193626404, "eval_runtime": 353.7365, "eval_samples_per_second": 34.577, "eval_steps_per_second": 8.645, "step": 22000 }, { "epoch": 9.67764090264908, "grad_norm": 21.744169235229492, "learning_rate": 7.664279418245924e-06, "loss": 4.0513720703125, "step": 22200 }, { "epoch": 9.764853374032487, "grad_norm": 20.75674057006836, "learning_rate": 7.642243278977523e-06, "loss": 4.0559814453125, "step": 22400 }, { "epoch": 9.852065845415895, "grad_norm": 38.736656188964844, "learning_rate": 7.620207139709123e-06, "loss": 4.05899658203125, "step": 22600 }, { "epoch": 9.939278316799303, "grad_norm": 24.679214477539062, "learning_rate": 7.598171000440724e-06, "loss": 4.065103759765625, "step": 22800 }, { "epoch": 10.026163741415022, "grad_norm": 20.022254943847656, "learning_rate": 7.576134861172323e-06, "loss": 4.0568896484375, "step": 23000 }, { "epoch": 10.026163741415022, "eval_loss": 0.9595907926559448, "eval_runtime": 323.4808, "eval_samples_per_second": 37.811, "eval_steps_per_second": 9.453, "step": 23000 }, { "epoch": 10.11337621279843, "grad_norm": 23.9129695892334, "learning_rate": 7.554098721903923e-06, "loss": 4.054570922851562, "step": 23200 }, { "epoch": 10.200588684181838, "grad_norm": 27.955625534057617, "learning_rate": 7.532062582635523e-06, "loss": 4.035859069824219, "step": 23400 }, { "epoch": 10.287801155565246, "grad_norm": 31.21686363220215, "learning_rate": 7.510026443367122e-06, "loss": 4.056401977539062, "step": 23600 }, { "epoch": 10.375013626948654, "grad_norm": 37.817901611328125, "learning_rate": 7.487990304098722e-06, "loss": 4.037947387695312, "step": 23800 }, { "epoch": 10.462226098332062, "grad_norm": 19.933561325073242, "learning_rate": 7.465954164830322e-06, "loss": 4.054637451171875, "step": 24000 }, { "epoch": 10.462226098332062, "eval_loss": 0.961605429649353, "eval_runtime": 338.6319, "eval_samples_per_second": 36.119, "eval_steps_per_second": 9.03, "step": 24000 }, { "epoch": 10.54943856971547, "grad_norm": 18.578306198120117, "learning_rate": 7.443918025561922e-06, "loss": 4.040963745117187, "step": 24200 }, { "epoch": 10.636651041098878, "grad_norm": 20.99644660949707, "learning_rate": 7.421881886293521e-06, "loss": 4.051210021972656, "step": 24400 }, { "epoch": 10.723863512482286, "grad_norm": 31.51519203186035, "learning_rate": 7.399845747025122e-06, "loss": 4.038525390625, "step": 24600 }, { "epoch": 10.811075983865694, "grad_norm": 24.11183738708496, "learning_rate": 7.377809607756722e-06, "loss": 4.033809204101562, "step": 24800 }, { "epoch": 10.898288455249102, "grad_norm": 20.393661499023438, "learning_rate": 7.355773468488322e-06, "loss": 4.0559149169921875, "step": 25000 }, { "epoch": 10.898288455249102, "eval_loss": 0.9618766903877258, "eval_runtime": 334.0788, "eval_samples_per_second": 36.611, "eval_steps_per_second": 9.154, "step": 25000 }, { "epoch": 10.985500926632508, "grad_norm": 29.87595558166504, "learning_rate": 7.333737329219921e-06, "loss": 4.033812255859375, "step": 25200 }, { "epoch": 11.072386351248229, "grad_norm": 21.925132751464844, "learning_rate": 7.311701189951521e-06, "loss": 4.00488037109375, "step": 25400 }, { "epoch": 11.159598822631636, "grad_norm": 26.820737838745117, "learning_rate": 7.289665050683121e-06, "loss": 4.017337646484375, "step": 25600 }, { "epoch": 11.246811294015044, "grad_norm": 20.507617950439453, "learning_rate": 7.26762891141472e-06, "loss": 4.037488403320313, "step": 25800 }, { "epoch": 11.334023765398452, "grad_norm": 29.21367835998535, "learning_rate": 7.24559277214632e-06, "loss": 4.0288302612304685, "step": 26000 }, { "epoch": 11.334023765398452, "eval_loss": 0.9569966793060303, "eval_runtime": 329.0449, "eval_samples_per_second": 37.171, "eval_steps_per_second": 9.294, "step": 26000 }, { "epoch": 11.42123623678186, "grad_norm": 20.909095764160156, "learning_rate": 7.223556632877921e-06, "loss": 4.025175170898438, "step": 26200 }, { "epoch": 11.508448708165268, "grad_norm": 23.773263931274414, "learning_rate": 7.201520493609521e-06, "loss": 4.032984619140625, "step": 26400 }, { "epoch": 11.595661179548676, "grad_norm": 31.082735061645508, "learning_rate": 7.17948435434112e-06, "loss": 4.03861572265625, "step": 26600 }, { "epoch": 11.682873650932084, "grad_norm": 22.946895599365234, "learning_rate": 7.15744821507272e-06, "loss": 4.023303833007812, "step": 26800 }, { "epoch": 11.77008612231549, "grad_norm": 24.374385833740234, "learning_rate": 7.13541207580432e-06, "loss": 4.0240914916992185, "step": 27000 }, { "epoch": 11.77008612231549, "eval_loss": 0.9545909762382507, "eval_runtime": 319.1017, "eval_samples_per_second": 38.329, "eval_steps_per_second": 9.583, "step": 27000 }, { "epoch": 11.857298593698898, "grad_norm": 28.567989349365234, "learning_rate": 7.113375936535919e-06, "loss": 4.023042297363281, "step": 27200 }, { "epoch": 11.944511065082306, "grad_norm": 27.42933464050293, "learning_rate": 7.091339797267519e-06, "loss": 4.001913146972656, "step": 27400 }, { "epoch": 12.031396489698027, "grad_norm": 28.52174949645996, "learning_rate": 7.069303657999119e-06, "loss": 4.006860046386719, "step": 27600 }, { "epoch": 12.118608961081435, "grad_norm": 23.863718032836914, "learning_rate": 7.04726751873072e-06, "loss": 4.015152587890625, "step": 27800 }, { "epoch": 12.205821432464843, "grad_norm": 26.30300521850586, "learning_rate": 7.025231379462319e-06, "loss": 3.998001708984375, "step": 28000 }, { "epoch": 12.205821432464843, "eval_loss": 0.9601166844367981, "eval_runtime": 325.8118, "eval_samples_per_second": 37.54, "eval_steps_per_second": 9.386, "step": 28000 }, { "epoch": 12.29303390384825, "grad_norm": 26.98280906677246, "learning_rate": 7.003195240193919e-06, "loss": 4.022799682617188, "step": 28200 }, { "epoch": 12.380246375231659, "grad_norm": 30.50926971435547, "learning_rate": 6.981159100925519e-06, "loss": 4.020477294921875, "step": 28400 }, { "epoch": 12.467458846615067, "grad_norm": 18.858837127685547, "learning_rate": 6.959122961657119e-06, "loss": 4.030046997070312, "step": 28600 }, { "epoch": 12.554671317998475, "grad_norm": 33.04899597167969, "learning_rate": 6.937086822388718e-06, "loss": 4.016376037597656, "step": 28800 }, { "epoch": 12.641883789381883, "grad_norm": 17.96835708618164, "learning_rate": 6.915050683120318e-06, "loss": 4.029109191894531, "step": 29000 }, { "epoch": 12.641883789381883, "eval_loss": 0.9563982486724854, "eval_runtime": 326.5266, "eval_samples_per_second": 37.458, "eval_steps_per_second": 9.365, "step": 29000 }, { "epoch": 12.729096260765289, "grad_norm": 21.767717361450195, "learning_rate": 6.8930145438519185e-06, "loss": 4.005764770507812, "step": 29200 }, { "epoch": 12.816308732148697, "grad_norm": 27.48580551147461, "learning_rate": 6.870978404583517e-06, "loss": 4.0095166015625, "step": 29400 }, { "epoch": 12.903521203532105, "grad_norm": 24.953073501586914, "learning_rate": 6.8489422653151175e-06, "loss": 4.012142028808594, "step": 29600 }, { "epoch": 12.990733674915512, "grad_norm": 22.37385368347168, "learning_rate": 6.8269061260467175e-06, "loss": 4.005128173828125, "step": 29800 }, { "epoch": 13.077619099531233, "grad_norm": 27.91280174255371, "learning_rate": 6.8048699867783174e-06, "loss": 3.9836300659179686, "step": 30000 }, { "epoch": 13.077619099531233, "eval_loss": 0.9551950097084045, "eval_runtime": 323.8874, "eval_samples_per_second": 37.763, "eval_steps_per_second": 9.442, "step": 30000 }, { "epoch": 13.164831570914641, "grad_norm": 21.42306900024414, "learning_rate": 6.7828338475099165e-06, "loss": 3.9929656982421875, "step": 30200 }, { "epoch": 13.25204404229805, "grad_norm": 22.932331085205078, "learning_rate": 6.7607977082415165e-06, "loss": 3.995915832519531, "step": 30400 }, { "epoch": 13.339256513681457, "grad_norm": 19.06012725830078, "learning_rate": 6.7387615689731164e-06, "loss": 4.001346435546875, "step": 30600 }, { "epoch": 13.426468985064865, "grad_norm": 28.957733154296875, "learning_rate": 6.7167254297047156e-06, "loss": 4.010101318359375, "step": 30800 }, { "epoch": 13.513681456448271, "grad_norm": 33.10238265991211, "learning_rate": 6.6946892904363155e-06, "loss": 4.0022412109375, "step": 31000 }, { "epoch": 13.513681456448271, "eval_loss": 0.955825686454773, "eval_runtime": 324.5053, "eval_samples_per_second": 37.691, "eval_steps_per_second": 9.424, "step": 31000 }, { "epoch": 13.60089392783168, "grad_norm": 30.01372718811035, "learning_rate": 6.672653151167916e-06, "loss": 4.007727355957031, "step": 31200 }, { "epoch": 13.688106399215087, "grad_norm": 21.847442626953125, "learning_rate": 6.650617011899516e-06, "loss": 3.993216247558594, "step": 31400 }, { "epoch": 13.775318870598495, "grad_norm": 31.029464721679688, "learning_rate": 6.628580872631115e-06, "loss": 3.9984600830078123, "step": 31600 }, { "epoch": 13.862531341981903, "grad_norm": 39.60411834716797, "learning_rate": 6.606544733362715e-06, "loss": 4.00242919921875, "step": 31800 }, { "epoch": 13.94974381336531, "grad_norm": 23.86924171447754, "learning_rate": 6.584508594094315e-06, "loss": 3.9853219604492187, "step": 32000 }, { "epoch": 13.94974381336531, "eval_loss": 0.9622883200645447, "eval_runtime": 341.701, "eval_samples_per_second": 35.794, "eval_steps_per_second": 8.949, "step": 32000 }, { "epoch": 14.036629237981032, "grad_norm": 28.95281219482422, "learning_rate": 6.562472454825915e-06, "loss": 3.991866149902344, "step": 32200 }, { "epoch": 14.12384170936444, "grad_norm": 26.760395050048828, "learning_rate": 6.540436315557514e-06, "loss": 4.00505859375, "step": 32400 }, { "epoch": 14.211054180747848, "grad_norm": 26.774749755859375, "learning_rate": 6.518400176289114e-06, "loss": 3.9822613525390627, "step": 32600 }, { "epoch": 14.298266652131256, "grad_norm": 23.230669021606445, "learning_rate": 6.496364037020715e-06, "loss": 4.0000741577148435, "step": 32800 }, { "epoch": 14.385479123514662, "grad_norm": 24.043460845947266, "learning_rate": 6.474327897752314e-06, "loss": 3.9965869140625, "step": 33000 }, { "epoch": 14.385479123514662, "eval_loss": 0.9531711339950562, "eval_runtime": 383.9679, "eval_samples_per_second": 31.854, "eval_steps_per_second": 7.964, "step": 33000 }, { "epoch": 14.47269159489807, "grad_norm": 20.8858699798584, "learning_rate": 6.452291758483914e-06, "loss": 3.986736145019531, "step": 33200 }, { "epoch": 14.559904066281478, "grad_norm": 23.316043853759766, "learning_rate": 6.430255619215514e-06, "loss": 3.9917340087890625, "step": 33400 }, { "epoch": 14.647116537664886, "grad_norm": 29.799169540405273, "learning_rate": 6.408219479947114e-06, "loss": 3.9852001953125, "step": 33600 }, { "epoch": 14.734329009048293, "grad_norm": 27.449323654174805, "learning_rate": 6.386183340678713e-06, "loss": 3.9847030639648438, "step": 33800 }, { "epoch": 14.821541480431701, "grad_norm": 33.31381607055664, "learning_rate": 6.364147201410313e-06, "loss": 3.9803167724609376, "step": 34000 }, { "epoch": 14.821541480431701, "eval_loss": 0.9532381892204285, "eval_runtime": 382.6451, "eval_samples_per_second": 31.964, "eval_steps_per_second": 7.992, "step": 34000 }, { "epoch": 14.90875395181511, "grad_norm": 28.379302978515625, "learning_rate": 6.342111062141914e-06, "loss": 3.97963134765625, "step": 34200 }, { "epoch": 14.995966423198517, "grad_norm": 23.981943130493164, "learning_rate": 6.320074922873512e-06, "loss": 3.9923846435546877, "step": 34400 }, { "epoch": 15.082851847814238, "grad_norm": 21.363521575927734, "learning_rate": 6.298038783605113e-06, "loss": 3.9748077392578125, "step": 34600 }, { "epoch": 15.170064319197646, "grad_norm": 27.216100692749023, "learning_rate": 6.276002644336713e-06, "loss": 3.9767276000976564, "step": 34800 }, { "epoch": 15.257276790581052, "grad_norm": 26.439565658569336, "learning_rate": 6.253966505068313e-06, "loss": 3.9838623046875, "step": 35000 }, { "epoch": 15.257276790581052, "eval_loss": 0.951134204864502, "eval_runtime": 382.1653, "eval_samples_per_second": 32.004, "eval_steps_per_second": 8.002, "step": 35000 }, { "epoch": 15.34448926196446, "grad_norm": 27.999643325805664, "learning_rate": 6.231930365799912e-06, "loss": 3.978865966796875, "step": 35200 }, { "epoch": 15.431701733347868, "grad_norm": 23.71980857849121, "learning_rate": 6.209894226531512e-06, "loss": 3.9701495361328125, "step": 35400 }, { "epoch": 15.518914204731276, "grad_norm": 31.778179168701172, "learning_rate": 6.187858087263112e-06, "loss": 3.971527404785156, "step": 35600 }, { "epoch": 15.606126676114684, "grad_norm": 27.436248779296875, "learning_rate": 6.165821947994713e-06, "loss": 3.9800680541992186, "step": 35800 }, { "epoch": 15.693339147498092, "grad_norm": 25.100250244140625, "learning_rate": 6.143785808726311e-06, "loss": 3.975406494140625, "step": 36000 }, { "epoch": 15.693339147498092, "eval_loss": 0.9510881900787354, "eval_runtime": 387.6496, "eval_samples_per_second": 31.552, "eval_steps_per_second": 7.889, "step": 36000 }, { "epoch": 15.7805516188815, "grad_norm": 24.325748443603516, "learning_rate": 6.121749669457912e-06, "loss": 3.9792324829101564, "step": 36200 }, { "epoch": 15.867764090264908, "grad_norm": 25.83987808227539, "learning_rate": 6.099713530189512e-06, "loss": 3.96053466796875, "step": 36400 }, { "epoch": 15.954976561648316, "grad_norm": 43.17454147338867, "learning_rate": 6.077677390921111e-06, "loss": 3.981627197265625, "step": 36600 }, { "epoch": 16.041861986264035, "grad_norm": 28.25941276550293, "learning_rate": 6.055641251652711e-06, "loss": 3.948244323730469, "step": 36800 }, { "epoch": 16.129074457647445, "grad_norm": 32.71881866455078, "learning_rate": 6.033605112384311e-06, "loss": 3.977437744140625, "step": 37000 }, { "epoch": 16.129074457647445, "eval_loss": 0.9528171420097351, "eval_runtime": 385.8089, "eval_samples_per_second": 31.702, "eval_steps_per_second": 7.926, "step": 37000 }, { "epoch": 16.21628692903085, "grad_norm": 24.57404136657715, "learning_rate": 6.011568973115911e-06, "loss": 3.9684487915039064, "step": 37200 }, { "epoch": 16.30349940041426, "grad_norm": 21.916828155517578, "learning_rate": 5.98953283384751e-06, "loss": 3.9711444091796877, "step": 37400 }, { "epoch": 16.390711871797667, "grad_norm": 26.631895065307617, "learning_rate": 5.96749669457911e-06, "loss": 3.9632708740234377, "step": 37600 }, { "epoch": 16.477924343181076, "grad_norm": 33.824806213378906, "learning_rate": 5.9454605553107106e-06, "loss": 3.9652227783203124, "step": 37800 }, { "epoch": 16.565136814564482, "grad_norm": 25.653230667114258, "learning_rate": 5.92342441604231e-06, "loss": 3.9611251831054686, "step": 38000 }, { "epoch": 16.565136814564482, "eval_loss": 0.9488371014595032, "eval_runtime": 402.1828, "eval_samples_per_second": 30.412, "eval_steps_per_second": 7.604, "step": 38000 }, { "epoch": 16.652349285947892, "grad_norm": 23.87160301208496, "learning_rate": 5.90138827677391e-06, "loss": 3.968856201171875, "step": 38200 }, { "epoch": 16.7395617573313, "grad_norm": 29.487102508544922, "learning_rate": 5.87935213750551e-06, "loss": 3.9722393798828124, "step": 38400 }, { "epoch": 16.826774228714704, "grad_norm": 30.376422882080078, "learning_rate": 5.8573159982371095e-06, "loss": 3.9577349853515624, "step": 38600 }, { "epoch": 16.913986700098114, "grad_norm": 25.18212127685547, "learning_rate": 5.835279858968709e-06, "loss": 3.9670977783203125, "step": 38800 }, { "epoch": 17.000872124713833, "grad_norm": 22.56792449951172, "learning_rate": 5.813243719700309e-06, "loss": 3.9620367431640626, "step": 39000 }, { "epoch": 17.000872124713833, "eval_loss": 0.9485888481140137, "eval_runtime": 354.5395, "eval_samples_per_second": 34.498, "eval_steps_per_second": 8.625, "step": 39000 }, { "epoch": 17.088084596097243, "grad_norm": 26.586441040039062, "learning_rate": 5.791207580431909e-06, "loss": 3.9551470947265623, "step": 39200 }, { "epoch": 17.17529706748065, "grad_norm": 21.796438217163086, "learning_rate": 5.769171441163509e-06, "loss": 3.942110290527344, "step": 39400 }, { "epoch": 17.26250953886406, "grad_norm": 22.50459098815918, "learning_rate": 5.7471353018951085e-06, "loss": 3.9705413818359374, "step": 39600 }, { "epoch": 17.349722010247465, "grad_norm": 22.940710067749023, "learning_rate": 5.725099162626708e-06, "loss": 3.96304931640625, "step": 39800 }, { "epoch": 17.436934481630875, "grad_norm": 23.740083694458008, "learning_rate": 5.703063023358308e-06, "loss": 3.9483935546875, "step": 40000 }, { "epoch": 17.436934481630875, "eval_loss": 0.9485511779785156, "eval_runtime": 389.0835, "eval_samples_per_second": 31.435, "eval_steps_per_second": 7.859, "step": 40000 }, { "epoch": 17.52414695301428, "grad_norm": 20.306228637695312, "learning_rate": 5.6810268840899075e-06, "loss": 3.9628460693359373, "step": 40200 }, { "epoch": 17.61135942439769, "grad_norm": 21.633869171142578, "learning_rate": 5.6589907448215074e-06, "loss": 3.955937805175781, "step": 40400 }, { "epoch": 17.698571895781097, "grad_norm": 31.192277908325195, "learning_rate": 5.636954605553107e-06, "loss": 3.965909423828125, "step": 40600 }, { "epoch": 17.785784367164503, "grad_norm": 22.128379821777344, "learning_rate": 5.614918466284708e-06, "loss": 3.967447509765625, "step": 40800 }, { "epoch": 17.872996838547913, "grad_norm": 47.48439407348633, "learning_rate": 5.5928823270163065e-06, "loss": 3.954619140625, "step": 41000 }, { "epoch": 17.872996838547913, "eval_loss": 0.9497806429862976, "eval_runtime": 369.1518, "eval_samples_per_second": 33.133, "eval_steps_per_second": 8.284, "step": 41000 }, { "epoch": 17.96020930993132, "grad_norm": 37.53486251831055, "learning_rate": 5.570846187747907e-06, "loss": 3.959051513671875, "step": 41200 }, { "epoch": 18.04709473454704, "grad_norm": 33.98725891113281, "learning_rate": 5.548810048479507e-06, "loss": 3.937330322265625, "step": 41400 }, { "epoch": 18.134307205930448, "grad_norm": 25.65367317199707, "learning_rate": 5.526773909211106e-06, "loss": 3.947315673828125, "step": 41600 }, { "epoch": 18.221519677313857, "grad_norm": 27.725730895996094, "learning_rate": 5.504737769942706e-06, "loss": 3.957863464355469, "step": 41800 }, { "epoch": 18.308732148697263, "grad_norm": 30.85365104675293, "learning_rate": 5.482701630674306e-06, "loss": 3.950794982910156, "step": 42000 }, { "epoch": 18.308732148697263, "eval_loss": 0.9448174834251404, "eval_runtime": 358.5243, "eval_samples_per_second": 34.115, "eval_steps_per_second": 8.529, "step": 42000 } ], "logging_steps": 200, "max_steps": 91760, "num_input_tokens_seen": 0, "num_train_epochs": 40, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.783882407575552e+16, "train_batch_size": 6, "trial_name": null, "trial_params": null }