{ "best_metric": 21.170638221105975, "best_model_checkpoint": "./whisper-medium-hi/checkpoint-13000", "epoch": 2.5942580421999306, "eval_steps": 1000, "global_step": 15000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.004323763403666551, "grad_norm": 7.115922451019287, "learning_rate": 4.800000000000001e-07, "loss": 0.7628, "step": 25 }, { "epoch": 0.008647526807333102, "grad_norm": 5.3593902587890625, "learning_rate": 9.800000000000001e-07, "loss": 0.6367, "step": 50 }, { "epoch": 0.012971290210999653, "grad_norm": 12.570939064025879, "learning_rate": 1.48e-06, "loss": 0.5008, "step": 75 }, { "epoch": 0.017295053614666205, "grad_norm": 4.155623912811279, "learning_rate": 1.98e-06, "loss": 0.4183, "step": 100 }, { "epoch": 0.021618817018332757, "grad_norm": 3.200021982192993, "learning_rate": 2.4800000000000004e-06, "loss": 0.3569, "step": 125 }, { "epoch": 0.025942580421999307, "grad_norm": 4.024964809417725, "learning_rate": 2.9800000000000003e-06, "loss": 0.379, "step": 150 }, { "epoch": 0.03026634382566586, "grad_norm": 5.151554107666016, "learning_rate": 3.48e-06, "loss": 0.3407, "step": 175 }, { "epoch": 0.03459010722933241, "grad_norm": 3.2938315868377686, "learning_rate": 3.980000000000001e-06, "loss": 0.3222, "step": 200 }, { "epoch": 0.03891387063299896, "grad_norm": 4.498330593109131, "learning_rate": 4.48e-06, "loss": 0.3147, "step": 225 }, { "epoch": 0.043237634036665515, "grad_norm": 3.980656385421753, "learning_rate": 4.980000000000001e-06, "loss": 0.2994, "step": 250 }, { "epoch": 0.04756139744033207, "grad_norm": 4.725027084350586, "learning_rate": 5.480000000000001e-06, "loss": 0.2797, "step": 275 }, { "epoch": 0.051885160843998614, "grad_norm": 4.188190937042236, "learning_rate": 5.98e-06, "loss": 0.2981, "step": 300 }, { "epoch": 0.05620892424766517, "grad_norm": 3.800278425216675, "learning_rate": 6.480000000000001e-06, "loss": 0.285, "step": 325 }, { "epoch": 0.06053268765133172, "grad_norm": 3.427295207977295, "learning_rate": 6.98e-06, "loss": 0.2853, "step": 350 }, { "epoch": 0.06485645105499827, "grad_norm": 3.704080104827881, "learning_rate": 7.48e-06, "loss": 0.2714, "step": 375 }, { "epoch": 0.06918021445866482, "grad_norm": 4.518213272094727, "learning_rate": 7.980000000000002e-06, "loss": 0.2637, "step": 400 }, { "epoch": 0.07350397786233137, "grad_norm": 3.9395949840545654, "learning_rate": 8.48e-06, "loss": 0.2698, "step": 425 }, { "epoch": 0.07782774126599792, "grad_norm": 3.8880250453948975, "learning_rate": 8.98e-06, "loss": 0.28, "step": 450 }, { "epoch": 0.08215150466966448, "grad_norm": 3.307865858078003, "learning_rate": 9.48e-06, "loss": 0.259, "step": 475 }, { "epoch": 0.08647526807333103, "grad_norm": 3.322256565093994, "learning_rate": 9.980000000000001e-06, "loss": 0.2505, "step": 500 }, { "epoch": 0.09079903147699758, "grad_norm": 4.282881736755371, "learning_rate": 9.98344827586207e-06, "loss": 0.249, "step": 525 }, { "epoch": 0.09512279488066414, "grad_norm": 2.616466522216797, "learning_rate": 9.966206896551724e-06, "loss": 0.2422, "step": 550 }, { "epoch": 0.09944655828433069, "grad_norm": 3.2629432678222656, "learning_rate": 9.94896551724138e-06, "loss": 0.2617, "step": 575 }, { "epoch": 0.10377032168799723, "grad_norm": 3.622666597366333, "learning_rate": 9.931724137931036e-06, "loss": 0.2627, "step": 600 }, { "epoch": 0.10809408509166378, "grad_norm": 3.1837680339813232, "learning_rate": 9.91448275862069e-06, "loss": 0.2418, "step": 625 }, { "epoch": 0.11241784849533033, "grad_norm": 4.119836807250977, "learning_rate": 9.897241379310345e-06, "loss": 0.2588, "step": 650 }, { "epoch": 0.11674161189899689, "grad_norm": 3.3661813735961914, "learning_rate": 9.88e-06, "loss": 0.2401, "step": 675 }, { "epoch": 0.12106537530266344, "grad_norm": 3.551511526107788, "learning_rate": 9.862758620689657e-06, "loss": 0.2249, "step": 700 }, { "epoch": 0.12538913870632998, "grad_norm": 3.5980288982391357, "learning_rate": 9.845517241379312e-06, "loss": 0.2356, "step": 725 }, { "epoch": 0.12971290210999653, "grad_norm": 3.171095132827759, "learning_rate": 9.828275862068967e-06, "loss": 0.2315, "step": 750 }, { "epoch": 0.13403666551366308, "grad_norm": 3.0761499404907227, "learning_rate": 9.811034482758621e-06, "loss": 0.2238, "step": 775 }, { "epoch": 0.13836042891732964, "grad_norm": 2.9867141246795654, "learning_rate": 9.793793103448276e-06, "loss": 0.2273, "step": 800 }, { "epoch": 0.1426841923209962, "grad_norm": 3.2623560428619385, "learning_rate": 9.776551724137931e-06, "loss": 0.2361, "step": 825 }, { "epoch": 0.14700795572466274, "grad_norm": 3.183367967605591, "learning_rate": 9.759310344827588e-06, "loss": 0.2301, "step": 850 }, { "epoch": 0.1513317191283293, "grad_norm": 3.199496030807495, "learning_rate": 9.742068965517243e-06, "loss": 0.2433, "step": 875 }, { "epoch": 0.15565548253199585, "grad_norm": 2.4695870876312256, "learning_rate": 9.724827586206897e-06, "loss": 0.222, "step": 900 }, { "epoch": 0.1599792459356624, "grad_norm": 3.613236427307129, "learning_rate": 9.707586206896552e-06, "loss": 0.2337, "step": 925 }, { "epoch": 0.16430300933932895, "grad_norm": 3.4775917530059814, "learning_rate": 9.690344827586207e-06, "loss": 0.2243, "step": 950 }, { "epoch": 0.1686267727429955, "grad_norm": 4.184005260467529, "learning_rate": 9.673103448275862e-06, "loss": 0.2253, "step": 975 }, { "epoch": 0.17295053614666206, "grad_norm": 2.5935354232788086, "learning_rate": 9.655862068965519e-06, "loss": 0.2142, "step": 1000 }, { "epoch": 0.17295053614666206, "eval_loss": 0.21374455094337463, "eval_runtime": 18340.9505, "eval_samples_per_second": 1.261, "eval_steps_per_second": 0.158, "eval_wer": 25.915886295852886, "step": 1000 }, { "epoch": 0.1772742995503286, "grad_norm": 3.235563039779663, "learning_rate": 9.638620689655174e-06, "loss": 0.2267, "step": 1025 }, { "epoch": 0.18159806295399517, "grad_norm": 3.3286187648773193, "learning_rate": 9.621379310344828e-06, "loss": 0.2325, "step": 1050 }, { "epoch": 0.18592182635766172, "grad_norm": 3.00522518157959, "learning_rate": 9.604137931034483e-06, "loss": 0.2203, "step": 1075 }, { "epoch": 0.19024558976132827, "grad_norm": 3.3868496417999268, "learning_rate": 9.586896551724138e-06, "loss": 0.2015, "step": 1100 }, { "epoch": 0.19456935316499482, "grad_norm": 2.8398849964141846, "learning_rate": 9.569655172413795e-06, "loss": 0.2255, "step": 1125 }, { "epoch": 0.19889311656866138, "grad_norm": 2.5562820434570312, "learning_rate": 9.55241379310345e-06, "loss": 0.2164, "step": 1150 }, { "epoch": 0.2032168799723279, "grad_norm": 2.275176525115967, "learning_rate": 9.535172413793104e-06, "loss": 0.2104, "step": 1175 }, { "epoch": 0.20754064337599445, "grad_norm": 3.1678836345672607, "learning_rate": 9.51793103448276e-06, "loss": 0.2109, "step": 1200 }, { "epoch": 0.211864406779661, "grad_norm": 3.5133020877838135, "learning_rate": 9.500689655172414e-06, "loss": 0.2218, "step": 1225 }, { "epoch": 0.21618817018332756, "grad_norm": 2.210845470428467, "learning_rate": 9.483448275862069e-06, "loss": 0.2113, "step": 1250 }, { "epoch": 0.2205119335869941, "grad_norm": 2.5255446434020996, "learning_rate": 9.466206896551726e-06, "loss": 0.2115, "step": 1275 }, { "epoch": 0.22483569699066067, "grad_norm": 3.083555221557617, "learning_rate": 9.44896551724138e-06, "loss": 0.208, "step": 1300 }, { "epoch": 0.22915946039432722, "grad_norm": 2.392900228500366, "learning_rate": 9.431724137931035e-06, "loss": 0.2258, "step": 1325 }, { "epoch": 0.23348322379799377, "grad_norm": 2.5552825927734375, "learning_rate": 9.41448275862069e-06, "loss": 0.2023, "step": 1350 }, { "epoch": 0.23780698720166032, "grad_norm": 2.8265864849090576, "learning_rate": 9.397241379310345e-06, "loss": 0.2214, "step": 1375 }, { "epoch": 0.24213075060532688, "grad_norm": 3.0209717750549316, "learning_rate": 9.38e-06, "loss": 0.217, "step": 1400 }, { "epoch": 0.24645451400899343, "grad_norm": 3.3972790241241455, "learning_rate": 9.362758620689657e-06, "loss": 0.2176, "step": 1425 }, { "epoch": 0.25077827741265996, "grad_norm": 2.645206928253174, "learning_rate": 9.345517241379311e-06, "loss": 0.2186, "step": 1450 }, { "epoch": 0.25510204081632654, "grad_norm": 2.4541475772857666, "learning_rate": 9.328275862068966e-06, "loss": 0.2089, "step": 1475 }, { "epoch": 0.25942580421999306, "grad_norm": 3.789954900741577, "learning_rate": 9.311034482758621e-06, "loss": 0.2117, "step": 1500 }, { "epoch": 0.26374956762365964, "grad_norm": 2.3939154148101807, "learning_rate": 9.293793103448276e-06, "loss": 0.207, "step": 1525 }, { "epoch": 0.26807333102732617, "grad_norm": 3.0324156284332275, "learning_rate": 9.276551724137933e-06, "loss": 0.2276, "step": 1550 }, { "epoch": 0.27239709443099275, "grad_norm": 2.5523455142974854, "learning_rate": 9.259310344827587e-06, "loss": 0.2061, "step": 1575 }, { "epoch": 0.2767208578346593, "grad_norm": 2.8267321586608887, "learning_rate": 9.242068965517242e-06, "loss": 0.2054, "step": 1600 }, { "epoch": 0.28104462123832585, "grad_norm": 1.9460331201553345, "learning_rate": 9.224827586206897e-06, "loss": 0.1974, "step": 1625 }, { "epoch": 0.2853683846419924, "grad_norm": 2.280379056930542, "learning_rate": 9.207586206896552e-06, "loss": 0.1978, "step": 1650 }, { "epoch": 0.28969214804565896, "grad_norm": 2.5089499950408936, "learning_rate": 9.190344827586207e-06, "loss": 0.2081, "step": 1675 }, { "epoch": 0.2940159114493255, "grad_norm": 2.703047037124634, "learning_rate": 9.173103448275864e-06, "loss": 0.2001, "step": 1700 }, { "epoch": 0.29833967485299207, "grad_norm": 2.437891960144043, "learning_rate": 9.155862068965518e-06, "loss": 0.2085, "step": 1725 }, { "epoch": 0.3026634382566586, "grad_norm": 2.1032724380493164, "learning_rate": 9.138620689655173e-06, "loss": 0.2081, "step": 1750 }, { "epoch": 0.30698720166032517, "grad_norm": 2.795346260070801, "learning_rate": 9.121379310344828e-06, "loss": 0.2031, "step": 1775 }, { "epoch": 0.3113109650639917, "grad_norm": 2.2833924293518066, "learning_rate": 9.104137931034483e-06, "loss": 0.1887, "step": 1800 }, { "epoch": 0.3156347284676583, "grad_norm": 2.965100049972534, "learning_rate": 9.08689655172414e-06, "loss": 0.2158, "step": 1825 }, { "epoch": 0.3199584918713248, "grad_norm": 2.2826411724090576, "learning_rate": 9.069655172413794e-06, "loss": 0.2018, "step": 1850 }, { "epoch": 0.3242822552749913, "grad_norm": 2.4495162963867188, "learning_rate": 9.05241379310345e-06, "loss": 0.2164, "step": 1875 }, { "epoch": 0.3286060186786579, "grad_norm": 2.1806020736694336, "learning_rate": 9.035172413793104e-06, "loss": 0.2039, "step": 1900 }, { "epoch": 0.33292978208232443, "grad_norm": 2.480971574783325, "learning_rate": 9.017931034482759e-06, "loss": 0.1978, "step": 1925 }, { "epoch": 0.337253545485991, "grad_norm": 2.4935293197631836, "learning_rate": 9.000689655172414e-06, "loss": 0.1989, "step": 1950 }, { "epoch": 0.34157730888965754, "grad_norm": 2.6331419944763184, "learning_rate": 8.98344827586207e-06, "loss": 0.2118, "step": 1975 }, { "epoch": 0.3459010722933241, "grad_norm": 2.9479784965515137, "learning_rate": 8.966206896551725e-06, "loss": 0.2071, "step": 2000 }, { "epoch": 0.3459010722933241, "eval_loss": 0.18826113641262054, "eval_runtime": 18564.0039, "eval_samples_per_second": 1.246, "eval_steps_per_second": 0.156, "eval_wer": 24.743280064288342, "step": 2000 }, { "epoch": 0.35022483569699064, "grad_norm": 1.9392203092575073, "learning_rate": 8.94896551724138e-06, "loss": 0.1949, "step": 2025 }, { "epoch": 0.3545485991006572, "grad_norm": 2.540531873703003, "learning_rate": 8.931724137931035e-06, "loss": 0.1977, "step": 2050 }, { "epoch": 0.35887236250432375, "grad_norm": 2.9909920692443848, "learning_rate": 8.91448275862069e-06, "loss": 0.2044, "step": 2075 }, { "epoch": 0.36319612590799033, "grad_norm": 2.2228713035583496, "learning_rate": 8.897241379310345e-06, "loss": 0.2024, "step": 2100 }, { "epoch": 0.36751988931165686, "grad_norm": 1.7810205221176147, "learning_rate": 8.880000000000001e-06, "loss": 0.1884, "step": 2125 }, { "epoch": 0.37184365271532344, "grad_norm": 1.9215483665466309, "learning_rate": 8.862758620689656e-06, "loss": 0.2031, "step": 2150 }, { "epoch": 0.37616741611898996, "grad_norm": 2.5977275371551514, "learning_rate": 8.845517241379311e-06, "loss": 0.1986, "step": 2175 }, { "epoch": 0.38049117952265654, "grad_norm": 2.242727518081665, "learning_rate": 8.828275862068966e-06, "loss": 0.204, "step": 2200 }, { "epoch": 0.38481494292632307, "grad_norm": 2.6293296813964844, "learning_rate": 8.811034482758621e-06, "loss": 0.1922, "step": 2225 }, { "epoch": 0.38913870632998965, "grad_norm": 2.4864461421966553, "learning_rate": 8.793793103448277e-06, "loss": 0.2096, "step": 2250 }, { "epoch": 0.3934624697336562, "grad_norm": 2.586041212081909, "learning_rate": 8.776551724137932e-06, "loss": 0.2092, "step": 2275 }, { "epoch": 0.39778623313732275, "grad_norm": 2.194061040878296, "learning_rate": 8.759310344827587e-06, "loss": 0.1966, "step": 2300 }, { "epoch": 0.4021099965409893, "grad_norm": 2.837115526199341, "learning_rate": 8.742068965517242e-06, "loss": 0.1884, "step": 2325 }, { "epoch": 0.4064337599446558, "grad_norm": 2.554459810256958, "learning_rate": 8.724827586206897e-06, "loss": 0.1889, "step": 2350 }, { "epoch": 0.4107575233483224, "grad_norm": 2.0888259410858154, "learning_rate": 8.707586206896552e-06, "loss": 0.1871, "step": 2375 }, { "epoch": 0.4150812867519889, "grad_norm": 3.076122999191284, "learning_rate": 8.690344827586208e-06, "loss": 0.1945, "step": 2400 }, { "epoch": 0.4194050501556555, "grad_norm": 2.9319562911987305, "learning_rate": 8.673103448275863e-06, "loss": 0.2083, "step": 2425 }, { "epoch": 0.423728813559322, "grad_norm": 1.6421335935592651, "learning_rate": 8.655862068965518e-06, "loss": 0.1914, "step": 2450 }, { "epoch": 0.4280525769629886, "grad_norm": 2.8207969665527344, "learning_rate": 8.638620689655173e-06, "loss": 0.1956, "step": 2475 }, { "epoch": 0.4323763403666551, "grad_norm": 2.3561465740203857, "learning_rate": 8.621379310344828e-06, "loss": 0.1931, "step": 2500 }, { "epoch": 0.4367001037703217, "grad_norm": 2.1428236961364746, "learning_rate": 8.604137931034483e-06, "loss": 0.196, "step": 2525 }, { "epoch": 0.4410238671739882, "grad_norm": 2.463754653930664, "learning_rate": 8.58689655172414e-06, "loss": 0.2049, "step": 2550 }, { "epoch": 0.4453476305776548, "grad_norm": 3.0367329120635986, "learning_rate": 8.569655172413794e-06, "loss": 0.2048, "step": 2575 }, { "epoch": 0.44967139398132133, "grad_norm": 1.86019766330719, "learning_rate": 8.552413793103449e-06, "loss": 0.1966, "step": 2600 }, { "epoch": 0.4539951573849879, "grad_norm": 2.3381924629211426, "learning_rate": 8.535172413793104e-06, "loss": 0.1907, "step": 2625 }, { "epoch": 0.45831892078865444, "grad_norm": 1.926013469696045, "learning_rate": 8.517931034482759e-06, "loss": 0.1922, "step": 2650 }, { "epoch": 0.462642684192321, "grad_norm": 3.239078998565674, "learning_rate": 8.500689655172415e-06, "loss": 0.2048, "step": 2675 }, { "epoch": 0.46696644759598754, "grad_norm": 2.443401336669922, "learning_rate": 8.48344827586207e-06, "loss": 0.1868, "step": 2700 }, { "epoch": 0.4712902109996541, "grad_norm": 2.624505043029785, "learning_rate": 8.466206896551725e-06, "loss": 0.1953, "step": 2725 }, { "epoch": 0.47561397440332065, "grad_norm": 2.1747653484344482, "learning_rate": 8.44896551724138e-06, "loss": 0.2068, "step": 2750 }, { "epoch": 0.4799377378069872, "grad_norm": 2.4387295246124268, "learning_rate": 8.431724137931035e-06, "loss": 0.1831, "step": 2775 }, { "epoch": 0.48426150121065376, "grad_norm": 1.7778469324111938, "learning_rate": 8.41448275862069e-06, "loss": 0.19, "step": 2800 }, { "epoch": 0.4885852646143203, "grad_norm": 2.475799560546875, "learning_rate": 8.397241379310346e-06, "loss": 0.1957, "step": 2825 }, { "epoch": 0.49290902801798686, "grad_norm": 1.8860992193222046, "learning_rate": 8.380000000000001e-06, "loss": 0.1963, "step": 2850 }, { "epoch": 0.4972327914216534, "grad_norm": 2.0776500701904297, "learning_rate": 8.362758620689656e-06, "loss": 0.1861, "step": 2875 }, { "epoch": 0.5015565548253199, "grad_norm": 2.2878217697143555, "learning_rate": 8.34551724137931e-06, "loss": 0.1851, "step": 2900 }, { "epoch": 0.5058803182289865, "grad_norm": 2.424276351928711, "learning_rate": 8.328275862068966e-06, "loss": 0.1884, "step": 2925 }, { "epoch": 0.5102040816326531, "grad_norm": 2.194385290145874, "learning_rate": 8.31103448275862e-06, "loss": 0.1914, "step": 2950 }, { "epoch": 0.5145278450363197, "grad_norm": 2.2288753986358643, "learning_rate": 8.293793103448277e-06, "loss": 0.1961, "step": 2975 }, { "epoch": 0.5188516084399861, "grad_norm": 3.0630691051483154, "learning_rate": 8.276551724137932e-06, "loss": 0.1941, "step": 3000 }, { "epoch": 0.5188516084399861, "eval_loss": 0.17789211869239807, "eval_runtime": 18421.853, "eval_samples_per_second": 1.255, "eval_steps_per_second": 0.157, "eval_wer": 23.17027741918857, "step": 3000 }, { "epoch": 0.5231753718436527, "grad_norm": 2.5339276790618896, "learning_rate": 8.259310344827587e-06, "loss": 0.1845, "step": 3025 }, { "epoch": 0.5274991352473193, "grad_norm": 2.1724178791046143, "learning_rate": 8.242068965517242e-06, "loss": 0.1775, "step": 3050 }, { "epoch": 0.5318228986509859, "grad_norm": 2.3713173866271973, "learning_rate": 8.224827586206897e-06, "loss": 0.1783, "step": 3075 }, { "epoch": 0.5361466620546523, "grad_norm": 2.005528450012207, "learning_rate": 8.207586206896553e-06, "loss": 0.1986, "step": 3100 }, { "epoch": 0.5404704254583189, "grad_norm": 1.9392186403274536, "learning_rate": 8.190344827586208e-06, "loss": 0.1897, "step": 3125 }, { "epoch": 0.5447941888619855, "grad_norm": 1.6991775035858154, "learning_rate": 8.173103448275863e-06, "loss": 0.1992, "step": 3150 }, { "epoch": 0.5491179522656521, "grad_norm": 2.995962381362915, "learning_rate": 8.155862068965518e-06, "loss": 0.1867, "step": 3175 }, { "epoch": 0.5534417156693185, "grad_norm": 2.4674553871154785, "learning_rate": 8.138620689655173e-06, "loss": 0.1825, "step": 3200 }, { "epoch": 0.5577654790729851, "grad_norm": 1.9179223775863647, "learning_rate": 8.121379310344828e-06, "loss": 0.1942, "step": 3225 }, { "epoch": 0.5620892424766517, "grad_norm": 1.9651795625686646, "learning_rate": 8.104137931034484e-06, "loss": 0.1836, "step": 3250 }, { "epoch": 0.5664130058803182, "grad_norm": 2.7088942527770996, "learning_rate": 8.086896551724139e-06, "loss": 0.1894, "step": 3275 }, { "epoch": 0.5707367692839848, "grad_norm": 2.2452046871185303, "learning_rate": 8.069655172413794e-06, "loss": 0.1753, "step": 3300 }, { "epoch": 0.5750605326876513, "grad_norm": 2.9989702701568604, "learning_rate": 8.052413793103449e-06, "loss": 0.1837, "step": 3325 }, { "epoch": 0.5793842960913179, "grad_norm": 2.451460599899292, "learning_rate": 8.035172413793104e-06, "loss": 0.1856, "step": 3350 }, { "epoch": 0.5837080594949844, "grad_norm": 2.1404428482055664, "learning_rate": 8.017931034482758e-06, "loss": 0.1796, "step": 3375 }, { "epoch": 0.588031822898651, "grad_norm": 1.7960869073867798, "learning_rate": 8.000689655172415e-06, "loss": 0.181, "step": 3400 }, { "epoch": 0.5923555863023175, "grad_norm": 2.464204788208008, "learning_rate": 7.98344827586207e-06, "loss": 0.1784, "step": 3425 }, { "epoch": 0.5966793497059841, "grad_norm": 2.2879879474639893, "learning_rate": 7.966206896551725e-06, "loss": 0.1874, "step": 3450 }, { "epoch": 0.6010031131096506, "grad_norm": 2.815308094024658, "learning_rate": 7.94896551724138e-06, "loss": 0.19, "step": 3475 }, { "epoch": 0.6053268765133172, "grad_norm": 2.048867702484131, "learning_rate": 7.931724137931034e-06, "loss": 0.1803, "step": 3500 }, { "epoch": 0.6096506399169838, "grad_norm": 1.690579891204834, "learning_rate": 7.914482758620691e-06, "loss": 0.1857, "step": 3525 }, { "epoch": 0.6139744033206503, "grad_norm": 2.5136778354644775, "learning_rate": 7.897241379310346e-06, "loss": 0.1835, "step": 3550 }, { "epoch": 0.6182981667243168, "grad_norm": 1.5882636308670044, "learning_rate": 7.88e-06, "loss": 0.1858, "step": 3575 }, { "epoch": 0.6226219301279834, "grad_norm": 1.7922052145004272, "learning_rate": 7.862758620689656e-06, "loss": 0.175, "step": 3600 }, { "epoch": 0.62694569353165, "grad_norm": 2.2753283977508545, "learning_rate": 7.84551724137931e-06, "loss": 0.1844, "step": 3625 }, { "epoch": 0.6312694569353166, "grad_norm": 2.2595114707946777, "learning_rate": 7.828275862068965e-06, "loss": 0.1863, "step": 3650 }, { "epoch": 0.635593220338983, "grad_norm": 2.442291498184204, "learning_rate": 7.811034482758622e-06, "loss": 0.1703, "step": 3675 }, { "epoch": 0.6399169837426496, "grad_norm": 2.492649555206299, "learning_rate": 7.793793103448277e-06, "loss": 0.1717, "step": 3700 }, { "epoch": 0.6442407471463162, "grad_norm": 2.1932718753814697, "learning_rate": 7.776551724137932e-06, "loss": 0.1821, "step": 3725 }, { "epoch": 0.6485645105499827, "grad_norm": 2.30263090133667, "learning_rate": 7.759310344827587e-06, "loss": 0.1837, "step": 3750 }, { "epoch": 0.6528882739536492, "grad_norm": 1.7888277769088745, "learning_rate": 7.742068965517241e-06, "loss": 0.1788, "step": 3775 }, { "epoch": 0.6572120373573158, "grad_norm": 2.500505208969116, "learning_rate": 7.724827586206896e-06, "loss": 0.1901, "step": 3800 }, { "epoch": 0.6615358007609824, "grad_norm": 1.7561728954315186, "learning_rate": 7.707586206896553e-06, "loss": 0.1718, "step": 3825 }, { "epoch": 0.6658595641646489, "grad_norm": 2.2992682456970215, "learning_rate": 7.690344827586208e-06, "loss": 0.1831, "step": 3850 }, { "epoch": 0.6701833275683154, "grad_norm": 2.2881760597229004, "learning_rate": 7.673103448275863e-06, "loss": 0.1848, "step": 3875 }, { "epoch": 0.674507090971982, "grad_norm": 2.236409902572632, "learning_rate": 7.655862068965517e-06, "loss": 0.1916, "step": 3900 }, { "epoch": 0.6788308543756486, "grad_norm": 2.074676513671875, "learning_rate": 7.638620689655172e-06, "loss": 0.1783, "step": 3925 }, { "epoch": 0.6831546177793151, "grad_norm": 1.740821361541748, "learning_rate": 7.621379310344829e-06, "loss": 0.1695, "step": 3950 }, { "epoch": 0.6874783811829817, "grad_norm": 1.9029902219772339, "learning_rate": 7.604137931034483e-06, "loss": 0.194, "step": 3975 }, { "epoch": 0.6918021445866482, "grad_norm": 2.5968997478485107, "learning_rate": 7.586896551724139e-06, "loss": 0.1883, "step": 4000 }, { "epoch": 0.6918021445866482, "eval_loss": 0.17140337824821472, "eval_runtime": 18369.4452, "eval_samples_per_second": 1.259, "eval_steps_per_second": 0.157, "eval_wer": 23.089682705170947, "step": 4000 }, { "epoch": 0.6961259079903148, "grad_norm": 1.9076557159423828, "learning_rate": 7.5696551724137935e-06, "loss": 0.1955, "step": 4025 }, { "epoch": 0.7004496713939813, "grad_norm": 1.8503438234329224, "learning_rate": 7.552413793103449e-06, "loss": 0.1626, "step": 4050 }, { "epoch": 0.7047734347976479, "grad_norm": 2.7024850845336914, "learning_rate": 7.535172413793104e-06, "loss": 0.1704, "step": 4075 }, { "epoch": 0.7090971982013144, "grad_norm": 1.7515462636947632, "learning_rate": 7.517931034482759e-06, "loss": 0.1721, "step": 4100 }, { "epoch": 0.713420961604981, "grad_norm": 1.8947151899337769, "learning_rate": 7.500689655172414e-06, "loss": 0.1727, "step": 4125 }, { "epoch": 0.7177447250086475, "grad_norm": 1.7755450010299683, "learning_rate": 7.48344827586207e-06, "loss": 0.184, "step": 4150 }, { "epoch": 0.7220684884123141, "grad_norm": 2.1575655937194824, "learning_rate": 7.4662068965517244e-06, "loss": 0.1812, "step": 4175 }, { "epoch": 0.7263922518159807, "grad_norm": 2.710113048553467, "learning_rate": 7.44896551724138e-06, "loss": 0.1828, "step": 4200 }, { "epoch": 0.7307160152196471, "grad_norm": 2.426133155822754, "learning_rate": 7.431724137931036e-06, "loss": 0.186, "step": 4225 }, { "epoch": 0.7350397786233137, "grad_norm": 2.672506332397461, "learning_rate": 7.41448275862069e-06, "loss": 0.1896, "step": 4250 }, { "epoch": 0.7393635420269803, "grad_norm": 1.9614557027816772, "learning_rate": 7.397241379310346e-06, "loss": 0.1918, "step": 4275 }, { "epoch": 0.7436873054306469, "grad_norm": 2.511770486831665, "learning_rate": 7.3800000000000005e-06, "loss": 0.1976, "step": 4300 }, { "epoch": 0.7480110688343133, "grad_norm": 2.0811338424682617, "learning_rate": 7.362758620689656e-06, "loss": 0.1893, "step": 4325 }, { "epoch": 0.7523348322379799, "grad_norm": 2.0760035514831543, "learning_rate": 7.345517241379311e-06, "loss": 0.1761, "step": 4350 }, { "epoch": 0.7566585956416465, "grad_norm": 2.1201930046081543, "learning_rate": 7.328275862068967e-06, "loss": 0.1898, "step": 4375 }, { "epoch": 0.7609823590453131, "grad_norm": 1.741500735282898, "learning_rate": 7.311034482758621e-06, "loss": 0.176, "step": 4400 }, { "epoch": 0.7653061224489796, "grad_norm": 2.043604612350464, "learning_rate": 7.2937931034482765e-06, "loss": 0.1718, "step": 4425 }, { "epoch": 0.7696298858526461, "grad_norm": Infinity, "learning_rate": 7.277241379310346e-06, "loss": 0.1929, "step": 4450 }, { "epoch": 0.7739536492563127, "grad_norm": 2.5208499431610107, "learning_rate": 7.260000000000001e-06, "loss": 0.2019, "step": 4475 }, { "epoch": 0.7782774126599793, "grad_norm": 1.9209998846054077, "learning_rate": 7.242758620689656e-06, "loss": 0.1739, "step": 4500 }, { "epoch": 0.7826011760636458, "grad_norm": 1.8282277584075928, "learning_rate": 7.2255172413793105e-06, "loss": 0.1733, "step": 4525 }, { "epoch": 0.7869249394673123, "grad_norm": 2.2943856716156006, "learning_rate": 7.208275862068966e-06, "loss": 0.1831, "step": 4550 }, { "epoch": 0.7912487028709789, "grad_norm": 1.9153530597686768, "learning_rate": 7.191034482758621e-06, "loss": 0.1868, "step": 4575 }, { "epoch": 0.7955724662746455, "grad_norm": 2.1466894149780273, "learning_rate": 7.173793103448277e-06, "loss": 0.1727, "step": 4600 }, { "epoch": 0.799896229678312, "grad_norm": 1.8446885347366333, "learning_rate": 7.156551724137931e-06, "loss": 0.1801, "step": 4625 }, { "epoch": 0.8042199930819786, "grad_norm": 1.8949089050292969, "learning_rate": 7.139310344827587e-06, "loss": 0.1825, "step": 4650 }, { "epoch": 0.8085437564856451, "grad_norm": 1.7999627590179443, "learning_rate": 7.1220689655172414e-06, "loss": 0.1801, "step": 4675 }, { "epoch": 0.8128675198893116, "grad_norm": 2.10203218460083, "learning_rate": 7.104827586206897e-06, "loss": 0.1696, "step": 4700 }, { "epoch": 0.8171912832929782, "grad_norm": 1.9392683506011963, "learning_rate": 7.087586206896553e-06, "loss": 0.1779, "step": 4725 }, { "epoch": 0.8215150466966448, "grad_norm": 2.000790596008301, "learning_rate": 7.070344827586208e-06, "loss": 0.179, "step": 4750 }, { "epoch": 0.8258388101003113, "grad_norm": 2.079643964767456, "learning_rate": 7.0531034482758635e-06, "loss": 0.184, "step": 4775 }, { "epoch": 0.8301625735039778, "grad_norm": 1.8971096277236938, "learning_rate": 7.0358620689655175e-06, "loss": 0.1638, "step": 4800 }, { "epoch": 0.8344863369076444, "grad_norm": 1.8511512279510498, "learning_rate": 7.018620689655173e-06, "loss": 0.1696, "step": 4825 }, { "epoch": 0.838810100311311, "grad_norm": 2.439633369445801, "learning_rate": 7.001379310344828e-06, "loss": 0.187, "step": 4850 }, { "epoch": 0.8431338637149776, "grad_norm": 1.5714433193206787, "learning_rate": 6.984137931034484e-06, "loss": 0.1722, "step": 4875 }, { "epoch": 0.847457627118644, "grad_norm": 1.7673485279083252, "learning_rate": 6.966896551724139e-06, "loss": 0.1702, "step": 4900 }, { "epoch": 0.8517813905223106, "grad_norm": 1.4075311422348022, "learning_rate": 6.9496551724137935e-06, "loss": 0.1726, "step": 4925 }, { "epoch": 0.8561051539259772, "grad_norm": 1.8928003311157227, "learning_rate": 6.932413793103448e-06, "loss": 0.1798, "step": 4950 }, { "epoch": 0.8604289173296438, "grad_norm": 2.118661403656006, "learning_rate": 6.915172413793104e-06, "loss": 0.1812, "step": 4975 }, { "epoch": 0.8647526807333102, "grad_norm": 2.0651979446411133, "learning_rate": 6.897931034482759e-06, "loss": 0.1929, "step": 5000 }, { "epoch": 0.8647526807333102, "eval_loss": 0.1684178113937378, "eval_runtime": 18447.2626, "eval_samples_per_second": 1.254, "eval_steps_per_second": 0.157, "eval_wer": 22.593462925260116, "step": 5000 }, { "epoch": 0.8690764441369768, "grad_norm": 1.4254800081253052, "learning_rate": 6.880689655172415e-06, "loss": 0.1829, "step": 5025 }, { "epoch": 0.8734002075406434, "grad_norm": 1.8314497470855713, "learning_rate": 6.863448275862069e-06, "loss": 0.1804, "step": 5050 }, { "epoch": 0.8777239709443099, "grad_norm": 1.9438308477401733, "learning_rate": 6.8462068965517245e-06, "loss": 0.1889, "step": 5075 }, { "epoch": 0.8820477343479765, "grad_norm": 2.4102623462677, "learning_rate": 6.828965517241379e-06, "loss": 0.1725, "step": 5100 }, { "epoch": 0.886371497751643, "grad_norm": 2.181542158126831, "learning_rate": 6.811724137931035e-06, "loss": 0.1953, "step": 5125 }, { "epoch": 0.8906952611553096, "grad_norm": 1.6767735481262207, "learning_rate": 6.794482758620691e-06, "loss": 0.1654, "step": 5150 }, { "epoch": 0.8950190245589761, "grad_norm": 2.3569998741149902, "learning_rate": 6.777241379310346e-06, "loss": 0.1765, "step": 5175 }, { "epoch": 0.8993427879626427, "grad_norm": 2.1700599193573, "learning_rate": 6.760000000000001e-06, "loss": 0.1845, "step": 5200 }, { "epoch": 0.9036665513663092, "grad_norm": 1.6862359046936035, "learning_rate": 6.742758620689655e-06, "loss": 0.1714, "step": 5225 }, { "epoch": 0.9079903147699758, "grad_norm": 1.861148715019226, "learning_rate": 6.725517241379311e-06, "loss": 0.1718, "step": 5250 }, { "epoch": 0.9123140781736423, "grad_norm": 1.8183972835540771, "learning_rate": 6.708275862068966e-06, "loss": 0.1694, "step": 5275 }, { "epoch": 0.9166378415773089, "grad_norm": 1.633947730064392, "learning_rate": 6.691034482758622e-06, "loss": 0.1756, "step": 5300 }, { "epoch": 0.9209616049809755, "grad_norm": 1.9196300506591797, "learning_rate": 6.6737931034482765e-06, "loss": 0.1809, "step": 5325 }, { "epoch": 0.925285368384642, "grad_norm": 2.4457297325134277, "learning_rate": 6.656551724137931e-06, "loss": 0.1838, "step": 5350 }, { "epoch": 0.9296091317883085, "grad_norm": 1.6058560609817505, "learning_rate": 6.639310344827586e-06, "loss": 0.1795, "step": 5375 }, { "epoch": 0.9339328951919751, "grad_norm": 2.3014094829559326, "learning_rate": 6.622068965517242e-06, "loss": 0.1791, "step": 5400 }, { "epoch": 0.9382566585956417, "grad_norm": 2.237236738204956, "learning_rate": 6.604827586206897e-06, "loss": 0.1675, "step": 5425 }, { "epoch": 0.9425804219993082, "grad_norm": 1.8356267213821411, "learning_rate": 6.587586206896553e-06, "loss": 0.1753, "step": 5450 }, { "epoch": 0.9469041854029747, "grad_norm": 1.816933274269104, "learning_rate": 6.570344827586207e-06, "loss": 0.1797, "step": 5475 }, { "epoch": 0.9512279488066413, "grad_norm": 1.9767167568206787, "learning_rate": 6.553103448275862e-06, "loss": 0.1787, "step": 5500 }, { "epoch": 0.9555517122103079, "grad_norm": 2.3487281799316406, "learning_rate": 6.535862068965517e-06, "loss": 0.1713, "step": 5525 }, { "epoch": 0.9598754756139743, "grad_norm": 2.3690738677978516, "learning_rate": 6.518620689655173e-06, "loss": 0.175, "step": 5550 }, { "epoch": 0.9641992390176409, "grad_norm": 1.8204621076583862, "learning_rate": 6.501379310344829e-06, "loss": 0.1795, "step": 5575 }, { "epoch": 0.9685230024213075, "grad_norm": 1.9036630392074585, "learning_rate": 6.4841379310344835e-06, "loss": 0.1846, "step": 5600 }, { "epoch": 0.9728467658249741, "grad_norm": 2.118363618850708, "learning_rate": 6.466896551724139e-06, "loss": 0.1742, "step": 5625 }, { "epoch": 0.9771705292286406, "grad_norm": 1.9643069505691528, "learning_rate": 6.449655172413793e-06, "loss": 0.1789, "step": 5650 }, { "epoch": 0.9814942926323071, "grad_norm": 1.637279748916626, "learning_rate": 6.432413793103449e-06, "loss": 0.1848, "step": 5675 }, { "epoch": 0.9858180560359737, "grad_norm": 1.6916080713272095, "learning_rate": 6.415172413793104e-06, "loss": 0.1744, "step": 5700 }, { "epoch": 0.9901418194396403, "grad_norm": 1.6688181161880493, "learning_rate": 6.3979310344827595e-06, "loss": 0.1761, "step": 5725 }, { "epoch": 0.9944655828433068, "grad_norm": 2.0284881591796875, "learning_rate": 6.380689655172414e-06, "loss": 0.1809, "step": 5750 }, { "epoch": 0.9987893462469734, "grad_norm": 1.8513811826705933, "learning_rate": 6.363448275862069e-06, "loss": 0.1787, "step": 5775 }, { "epoch": 1.0031131096506398, "grad_norm": 1.592392921447754, "learning_rate": 6.346206896551724e-06, "loss": 0.1542, "step": 5800 }, { "epoch": 1.0074368730543064, "grad_norm": 1.8996076583862305, "learning_rate": 6.32896551724138e-06, "loss": 0.1502, "step": 5825 }, { "epoch": 1.011760636457973, "grad_norm": 2.029642343521118, "learning_rate": 6.311724137931035e-06, "loss": 0.1436, "step": 5850 }, { "epoch": 1.0160843998616396, "grad_norm": 2.350755453109741, "learning_rate": 6.2944827586206905e-06, "loss": 0.1423, "step": 5875 }, { "epoch": 1.0204081632653061, "grad_norm": 2.1733169555664062, "learning_rate": 6.2772413793103445e-06, "loss": 0.1515, "step": 5900 }, { "epoch": 1.0247319266689727, "grad_norm": 1.7886191606521606, "learning_rate": 6.26e-06, "loss": 0.141, "step": 5925 }, { "epoch": 1.0290556900726393, "grad_norm": 1.4512900114059448, "learning_rate": 6.242758620689656e-06, "loss": 0.1419, "step": 5950 }, { "epoch": 1.0333794534763059, "grad_norm": 1.4808529615402222, "learning_rate": 6.225517241379311e-06, "loss": 0.1426, "step": 5975 }, { "epoch": 1.0377032168799722, "grad_norm": 1.99927818775177, "learning_rate": 6.2082758620689665e-06, "loss": 0.1434, "step": 6000 }, { "epoch": 1.0377032168799722, "eval_loss": 0.1640278398990631, "eval_runtime": 18500.4166, "eval_samples_per_second": 1.25, "eval_steps_per_second": 0.156, "eval_wer": 22.07428302333264, "step": 6000 }, { "epoch": 1.0420269802836388, "grad_norm": 1.9692049026489258, "learning_rate": 6.191034482758621e-06, "loss": 0.1518, "step": 6025 }, { "epoch": 1.0463507436873054, "grad_norm": 1.943925380706787, "learning_rate": 6.173793103448277e-06, "loss": 0.1486, "step": 6050 }, { "epoch": 1.050674507090972, "grad_norm": 1.8784852027893066, "learning_rate": 6.156551724137931e-06, "loss": 0.1516, "step": 6075 }, { "epoch": 1.0549982704946386, "grad_norm": 1.8840405941009521, "learning_rate": 6.139310344827587e-06, "loss": 0.1458, "step": 6100 }, { "epoch": 1.0593220338983051, "grad_norm": 1.711713194847107, "learning_rate": 6.122068965517242e-06, "loss": 0.1518, "step": 6125 }, { "epoch": 1.0636457973019717, "grad_norm": 2.1738007068634033, "learning_rate": 6.104827586206897e-06, "loss": 0.1578, "step": 6150 }, { "epoch": 1.067969560705638, "grad_norm": 1.4103723764419556, "learning_rate": 6.087586206896552e-06, "loss": 0.1433, "step": 6175 }, { "epoch": 1.0722933241093047, "grad_norm": 1.4984797239303589, "learning_rate": 6.070344827586207e-06, "loss": 0.1536, "step": 6200 }, { "epoch": 1.0766170875129712, "grad_norm": 1.7718677520751953, "learning_rate": 6.053103448275862e-06, "loss": 0.1356, "step": 6225 }, { "epoch": 1.0809408509166378, "grad_norm": 1.9681774377822876, "learning_rate": 6.035862068965518e-06, "loss": 0.1312, "step": 6250 }, { "epoch": 1.0852646143203044, "grad_norm": 2.0595345497131348, "learning_rate": 6.018620689655173e-06, "loss": 0.1372, "step": 6275 }, { "epoch": 1.089588377723971, "grad_norm": 1.863364338874817, "learning_rate": 6.001379310344828e-06, "loss": 0.1355, "step": 6300 }, { "epoch": 1.0939121411276376, "grad_norm": 1.5299562215805054, "learning_rate": 5.984137931034482e-06, "loss": 0.1471, "step": 6325 }, { "epoch": 1.098235904531304, "grad_norm": 2.049438238143921, "learning_rate": 5.966896551724138e-06, "loss": 0.1508, "step": 6350 }, { "epoch": 1.1025596679349705, "grad_norm": 1.7478573322296143, "learning_rate": 5.949655172413794e-06, "loss": 0.1442, "step": 6375 }, { "epoch": 1.106883431338637, "grad_norm": 1.8549025058746338, "learning_rate": 5.932413793103449e-06, "loss": 0.1523, "step": 6400 }, { "epoch": 1.1112071947423037, "grad_norm": 1.9961248636245728, "learning_rate": 5.915172413793104e-06, "loss": 0.1464, "step": 6425 }, { "epoch": 1.1155309581459703, "grad_norm": 1.5598413944244385, "learning_rate": 5.897931034482759e-06, "loss": 0.1478, "step": 6450 }, { "epoch": 1.1198547215496368, "grad_norm": 1.586255669593811, "learning_rate": 5.880689655172415e-06, "loss": 0.1429, "step": 6475 }, { "epoch": 1.1241784849533034, "grad_norm": 1.8345210552215576, "learning_rate": 5.863448275862069e-06, "loss": 0.1421, "step": 6500 }, { "epoch": 1.12850224835697, "grad_norm": 2.151012897491455, "learning_rate": 5.846206896551725e-06, "loss": 0.146, "step": 6525 }, { "epoch": 1.1328260117606366, "grad_norm": 1.7682011127471924, "learning_rate": 5.82896551724138e-06, "loss": 0.1422, "step": 6550 }, { "epoch": 1.137149775164303, "grad_norm": 1.4105076789855957, "learning_rate": 5.811724137931035e-06, "loss": 0.1593, "step": 6575 }, { "epoch": 1.1414735385679695, "grad_norm": 2.0739102363586426, "learning_rate": 5.79448275862069e-06, "loss": 0.1469, "step": 6600 }, { "epoch": 1.145797301971636, "grad_norm": 1.3610910177230835, "learning_rate": 5.777241379310345e-06, "loss": 0.1602, "step": 6625 }, { "epoch": 1.1501210653753027, "grad_norm": 2.168071746826172, "learning_rate": 5.76e-06, "loss": 0.151, "step": 6650 }, { "epoch": 1.1544448287789693, "grad_norm": 1.9631882905960083, "learning_rate": 5.742758620689656e-06, "loss": 0.1474, "step": 6675 }, { "epoch": 1.1587685921826358, "grad_norm": 1.6678909063339233, "learning_rate": 5.7255172413793105e-06, "loss": 0.1447, "step": 6700 }, { "epoch": 1.1630923555863024, "grad_norm": 1.8679783344268799, "learning_rate": 5.708275862068966e-06, "loss": 0.1553, "step": 6725 }, { "epoch": 1.1674161189899688, "grad_norm": 1.428916573524475, "learning_rate": 5.691034482758622e-06, "loss": 0.1371, "step": 6750 }, { "epoch": 1.1717398823936354, "grad_norm": 1.7976248264312744, "learning_rate": 5.673793103448276e-06, "loss": 0.1476, "step": 6775 }, { "epoch": 1.176063645797302, "grad_norm": 1.8509339094161987, "learning_rate": 5.656551724137932e-06, "loss": 0.132, "step": 6800 }, { "epoch": 1.1803874092009685, "grad_norm": 2.185060739517212, "learning_rate": 5.6393103448275865e-06, "loss": 0.1526, "step": 6825 }, { "epoch": 1.184711172604635, "grad_norm": 1.3566219806671143, "learning_rate": 5.622068965517242e-06, "loss": 0.1445, "step": 6850 }, { "epoch": 1.1890349360083017, "grad_norm": 1.539624810218811, "learning_rate": 5.604827586206897e-06, "loss": 0.1415, "step": 6875 }, { "epoch": 1.1933586994119683, "grad_norm": 1.6758310794830322, "learning_rate": 5.587586206896553e-06, "loss": 0.15, "step": 6900 }, { "epoch": 1.1976824628156346, "grad_norm": 1.9276903867721558, "learning_rate": 5.570344827586207e-06, "loss": 0.1496, "step": 6925 }, { "epoch": 1.2020062262193012, "grad_norm": 2.1183435916900635, "learning_rate": 5.553103448275863e-06, "loss": 0.1379, "step": 6950 }, { "epoch": 1.2063299896229678, "grad_norm": 1.862641453742981, "learning_rate": 5.5358620689655175e-06, "loss": 0.1455, "step": 6975 }, { "epoch": 1.2106537530266344, "grad_norm": 1.83571195602417, "learning_rate": 5.518620689655173e-06, "loss": 0.1442, "step": 7000 }, { "epoch": 1.2106537530266344, "eval_loss": 0.1629372239112854, "eval_runtime": 18325.4837, "eval_samples_per_second": 1.262, "eval_steps_per_second": 0.158, "eval_wer": 21.968151030745478, "step": 7000 }, { "epoch": 1.214977516430301, "grad_norm": 1.160624623298645, "learning_rate": 5.501379310344828e-06, "loss": 0.1396, "step": 7025 }, { "epoch": 1.2193012798339675, "grad_norm": 2.0968518257141113, "learning_rate": 5.484137931034483e-06, "loss": 0.153, "step": 7050 }, { "epoch": 1.223625043237634, "grad_norm": 1.8394380807876587, "learning_rate": 5.466896551724138e-06, "loss": 0.1411, "step": 7075 }, { "epoch": 1.2279488066413007, "grad_norm": 2.051907539367676, "learning_rate": 5.4496551724137935e-06, "loss": 0.1517, "step": 7100 }, { "epoch": 1.2322725700449673, "grad_norm": 1.548345923423767, "learning_rate": 5.432413793103448e-06, "loss": 0.1433, "step": 7125 }, { "epoch": 1.2365963334486336, "grad_norm": 1.661149024963379, "learning_rate": 5.415172413793104e-06, "loss": 0.1415, "step": 7150 }, { "epoch": 1.2409200968523002, "grad_norm": 1.7700337171554565, "learning_rate": 5.39793103448276e-06, "loss": 0.1415, "step": 7175 }, { "epoch": 1.2452438602559668, "grad_norm": 1.8730343580245972, "learning_rate": 5.380689655172414e-06, "loss": 0.1502, "step": 7200 }, { "epoch": 1.2495676236596334, "grad_norm": 1.8379130363464355, "learning_rate": 5.3634482758620695e-06, "loss": 0.1364, "step": 7225 }, { "epoch": 1.2538913870633, "grad_norm": 1.5410575866699219, "learning_rate": 5.346206896551724e-06, "loss": 0.1471, "step": 7250 }, { "epoch": 1.2582151504669665, "grad_norm": 1.5988543033599854, "learning_rate": 5.32896551724138e-06, "loss": 0.1406, "step": 7275 }, { "epoch": 1.262538913870633, "grad_norm": 1.7049413919448853, "learning_rate": 5.311724137931035e-06, "loss": 0.1552, "step": 7300 }, { "epoch": 1.2668626772742995, "grad_norm": 1.604293704032898, "learning_rate": 5.294482758620691e-06, "loss": 0.1462, "step": 7325 }, { "epoch": 1.271186440677966, "grad_norm": 1.8004859685897827, "learning_rate": 5.277241379310345e-06, "loss": 0.1426, "step": 7350 }, { "epoch": 1.2755102040816326, "grad_norm": 1.3034578561782837, "learning_rate": 5.2600000000000005e-06, "loss": 0.1324, "step": 7375 }, { "epoch": 1.2798339674852992, "grad_norm": 2.3090808391571045, "learning_rate": 5.242758620689655e-06, "loss": 0.1403, "step": 7400 }, { "epoch": 1.2841577308889658, "grad_norm": 1.5892201662063599, "learning_rate": 5.225517241379311e-06, "loss": 0.141, "step": 7425 }, { "epoch": 1.2884814942926324, "grad_norm": 1.6891568899154663, "learning_rate": 5.208275862068966e-06, "loss": 0.1521, "step": 7450 }, { "epoch": 1.292805257696299, "grad_norm": 2.103891134262085, "learning_rate": 5.191034482758621e-06, "loss": 0.1409, "step": 7475 }, { "epoch": 1.2971290210999653, "grad_norm": 1.9179925918579102, "learning_rate": 5.173793103448276e-06, "loss": 0.1413, "step": 7500 }, { "epoch": 1.3014527845036319, "grad_norm": 2.1257266998291016, "learning_rate": 5.156551724137931e-06, "loss": 0.1383, "step": 7525 }, { "epoch": 1.3057765479072985, "grad_norm": 1.5119720697402954, "learning_rate": 5.139310344827587e-06, "loss": 0.1411, "step": 7550 }, { "epoch": 1.310100311310965, "grad_norm": 1.8337161540985107, "learning_rate": 5.122068965517242e-06, "loss": 0.1397, "step": 7575 }, { "epoch": 1.3144240747146316, "grad_norm": 1.5722588300704956, "learning_rate": 5.104827586206898e-06, "loss": 0.1395, "step": 7600 }, { "epoch": 1.3187478381182982, "grad_norm": 1.2701337337493896, "learning_rate": 5.088275862068965e-06, "loss": 0.1481, "step": 7625 }, { "epoch": 1.3230716015219648, "grad_norm": 1.6665078401565552, "learning_rate": 5.071034482758621e-06, "loss": 0.1369, "step": 7650 }, { "epoch": 1.3273953649256311, "grad_norm": 2.2191314697265625, "learning_rate": 5.053793103448277e-06, "loss": 0.1356, "step": 7675 }, { "epoch": 1.331719128329298, "grad_norm": 1.6571834087371826, "learning_rate": 5.036551724137932e-06, "loss": 0.1443, "step": 7700 }, { "epoch": 1.3360428917329643, "grad_norm": 1.906327724456787, "learning_rate": 5.019310344827587e-06, "loss": 0.1386, "step": 7725 }, { "epoch": 1.340366655136631, "grad_norm": 2.03704571723938, "learning_rate": 5.002068965517241e-06, "loss": 0.1465, "step": 7750 }, { "epoch": 1.3446904185402975, "grad_norm": 1.2263180017471313, "learning_rate": 4.984827586206897e-06, "loss": 0.1491, "step": 7775 }, { "epoch": 1.349014181943964, "grad_norm": 1.9075984954833984, "learning_rate": 4.967586206896552e-06, "loss": 0.146, "step": 7800 }, { "epoch": 1.3533379453476306, "grad_norm": 1.754158616065979, "learning_rate": 4.950344827586207e-06, "loss": 0.1499, "step": 7825 }, { "epoch": 1.357661708751297, "grad_norm": 1.525426983833313, "learning_rate": 4.933103448275863e-06, "loss": 0.1372, "step": 7850 }, { "epoch": 1.3619854721549638, "grad_norm": 1.7515060901641846, "learning_rate": 4.9158620689655175e-06, "loss": 0.1423, "step": 7875 }, { "epoch": 1.3663092355586302, "grad_norm": 1.675724983215332, "learning_rate": 4.898620689655173e-06, "loss": 0.1372, "step": 7900 }, { "epoch": 1.3706329989622967, "grad_norm": 1.8081847429275513, "learning_rate": 4.881379310344828e-06, "loss": 0.15, "step": 7925 }, { "epoch": 1.3749567623659633, "grad_norm": 2.3439128398895264, "learning_rate": 4.864137931034483e-06, "loss": 0.1512, "step": 7950 }, { "epoch": 1.37928052576963, "grad_norm": 1.5367904901504517, "learning_rate": 4.846896551724139e-06, "loss": 0.1343, "step": 7975 }, { "epoch": 1.3836042891732965, "grad_norm": 1.7868484258651733, "learning_rate": 4.8296551724137935e-06, "loss": 0.1521, "step": 8000 }, { "epoch": 1.3836042891732965, "eval_loss": 0.16171179711818695, "eval_runtime": 18373.8485, "eval_samples_per_second": 1.259, "eval_steps_per_second": 0.157, "eval_wer": 22.230552425221457, "step": 8000 }, { "epoch": 1.387928052576963, "grad_norm": 2.016526699066162, "learning_rate": 4.812413793103448e-06, "loss": 0.1319, "step": 8025 }, { "epoch": 1.3922518159806296, "grad_norm": 1.9844586849212646, "learning_rate": 4.795172413793104e-06, "loss": 0.1467, "step": 8050 }, { "epoch": 1.396575579384296, "grad_norm": 1.9286713600158691, "learning_rate": 4.777931034482759e-06, "loss": 0.1409, "step": 8075 }, { "epoch": 1.4008993427879626, "grad_norm": 1.6599113941192627, "learning_rate": 4.760689655172414e-06, "loss": 0.1451, "step": 8100 }, { "epoch": 1.4052231061916292, "grad_norm": 1.4539234638214111, "learning_rate": 4.7434482758620696e-06, "loss": 0.1381, "step": 8125 }, { "epoch": 1.4095468695952957, "grad_norm": 1.7355366945266724, "learning_rate": 4.726206896551724e-06, "loss": 0.1468, "step": 8150 }, { "epoch": 1.4138706329989623, "grad_norm": 1.8770480155944824, "learning_rate": 4.708965517241379e-06, "loss": 0.1434, "step": 8175 }, { "epoch": 1.418194396402629, "grad_norm": 1.5144529342651367, "learning_rate": 4.691724137931035e-06, "loss": 0.1342, "step": 8200 }, { "epoch": 1.4225181598062955, "grad_norm": 1.4679632186889648, "learning_rate": 4.67448275862069e-06, "loss": 0.1417, "step": 8225 }, { "epoch": 1.4268419232099618, "grad_norm": 1.7771397829055786, "learning_rate": 4.657241379310346e-06, "loss": 0.1406, "step": 8250 }, { "epoch": 1.4311656866136286, "grad_norm": 2.567934989929199, "learning_rate": 4.6400000000000005e-06, "loss": 0.1457, "step": 8275 }, { "epoch": 1.435489450017295, "grad_norm": 1.4760676622390747, "learning_rate": 4.622758620689655e-06, "loss": 0.1496, "step": 8300 }, { "epoch": 1.4398132134209616, "grad_norm": 1.6052241325378418, "learning_rate": 4.605517241379311e-06, "loss": 0.1409, "step": 8325 }, { "epoch": 1.4441369768246282, "grad_norm": 1.5678763389587402, "learning_rate": 4.588275862068966e-06, "loss": 0.1347, "step": 8350 }, { "epoch": 1.4484607402282947, "grad_norm": 1.3863381147384644, "learning_rate": 4.571034482758621e-06, "loss": 0.1374, "step": 8375 }, { "epoch": 1.4527845036319613, "grad_norm": 2.31950306892395, "learning_rate": 4.5537931034482765e-06, "loss": 0.147, "step": 8400 }, { "epoch": 1.4571082670356277, "grad_norm": 2.1464667320251465, "learning_rate": 4.536551724137931e-06, "loss": 0.1434, "step": 8425 }, { "epoch": 1.4614320304392945, "grad_norm": 1.6955801248550415, "learning_rate": 4.519310344827586e-06, "loss": 0.1463, "step": 8450 }, { "epoch": 1.4657557938429608, "grad_norm": 1.6823946237564087, "learning_rate": 4.502068965517242e-06, "loss": 0.1458, "step": 8475 }, { "epoch": 1.4700795572466274, "grad_norm": 1.947957992553711, "learning_rate": 4.484827586206897e-06, "loss": 0.1342, "step": 8500 }, { "epoch": 1.474403320650294, "grad_norm": 1.645462989807129, "learning_rate": 4.467586206896552e-06, "loss": 0.1379, "step": 8525 }, { "epoch": 1.4787270840539606, "grad_norm": 1.5544453859329224, "learning_rate": 4.4503448275862074e-06, "loss": 0.151, "step": 8550 }, { "epoch": 1.4830508474576272, "grad_norm": 1.968682050704956, "learning_rate": 4.433103448275862e-06, "loss": 0.143, "step": 8575 }, { "epoch": 1.4873746108612937, "grad_norm": 1.315320372581482, "learning_rate": 4.415862068965517e-06, "loss": 0.1493, "step": 8600 }, { "epoch": 1.4916983742649603, "grad_norm": 1.9570213556289673, "learning_rate": 4.398620689655173e-06, "loss": 0.1431, "step": 8625 }, { "epoch": 1.4960221376686267, "grad_norm": 1.6048710346221924, "learning_rate": 4.381379310344829e-06, "loss": 0.1446, "step": 8650 }, { "epoch": 1.5003459010722935, "grad_norm": 1.7305105924606323, "learning_rate": 4.3641379310344835e-06, "loss": 0.142, "step": 8675 }, { "epoch": 1.5046696644759598, "grad_norm": 1.682835340499878, "learning_rate": 4.346896551724138e-06, "loss": 0.1497, "step": 8700 }, { "epoch": 1.5089934278796264, "grad_norm": 1.6621623039245605, "learning_rate": 4.329655172413793e-06, "loss": 0.138, "step": 8725 }, { "epoch": 1.513317191283293, "grad_norm": 1.8892101049423218, "learning_rate": 4.312413793103449e-06, "loss": 0.1322, "step": 8750 }, { "epoch": 1.5176409546869594, "grad_norm": 1.942769169807434, "learning_rate": 4.295172413793104e-06, "loss": 0.1521, "step": 8775 }, { "epoch": 1.5219647180906262, "grad_norm": 2.032823085784912, "learning_rate": 4.277931034482759e-06, "loss": 0.151, "step": 8800 }, { "epoch": 1.5262884814942925, "grad_norm": 2.2061808109283447, "learning_rate": 4.260689655172414e-06, "loss": 0.1523, "step": 8825 }, { "epoch": 1.5306122448979593, "grad_norm": 1.5324435234069824, "learning_rate": 4.243448275862069e-06, "loss": 0.1422, "step": 8850 }, { "epoch": 1.5349360083016257, "grad_norm": 2.379418134689331, "learning_rate": 4.226206896551724e-06, "loss": 0.1376, "step": 8875 }, { "epoch": 1.5392597717052923, "grad_norm": 2.124983072280884, "learning_rate": 4.20896551724138e-06, "loss": 0.1449, "step": 8900 }, { "epoch": 1.5435835351089588, "grad_norm": 1.7968913316726685, "learning_rate": 4.191724137931035e-06, "loss": 0.1469, "step": 8925 }, { "epoch": 1.5479072985126254, "grad_norm": 1.7448081970214844, "learning_rate": 4.17448275862069e-06, "loss": 0.137, "step": 8950 }, { "epoch": 1.552231061916292, "grad_norm": 1.6165127754211426, "learning_rate": 4.157241379310345e-06, "loss": 0.1435, "step": 8975 }, { "epoch": 1.5565548253199584, "grad_norm": 1.9623734951019287, "learning_rate": 4.14e-06, "loss": 0.1411, "step": 9000 }, { "epoch": 1.5565548253199584, "eval_loss": 0.16016647219657898, "eval_runtime": 18381.9716, "eval_samples_per_second": 1.258, "eval_steps_per_second": 0.157, "eval_wer": 21.488565624948748, "step": 9000 }, { "epoch": 1.5608785887236252, "grad_norm": 2.1674628257751465, "learning_rate": 4.122758620689655e-06, "loss": 0.133, "step": 9025 }, { "epoch": 1.5652023521272915, "grad_norm": 2.140751600265503, "learning_rate": 4.105517241379311e-06, "loss": 0.138, "step": 9050 }, { "epoch": 1.569526115530958, "grad_norm": 2.360790252685547, "learning_rate": 4.0882758620689665e-06, "loss": 0.1556, "step": 9075 }, { "epoch": 1.5738498789346247, "grad_norm": 2.2368650436401367, "learning_rate": 4.071034482758621e-06, "loss": 0.1361, "step": 9100 }, { "epoch": 1.5781736423382913, "grad_norm": 1.6915383338928223, "learning_rate": 4.053793103448276e-06, "loss": 0.1355, "step": 9125 }, { "epoch": 1.5824974057419579, "grad_norm": 1.6061946153640747, "learning_rate": 4.036551724137931e-06, "loss": 0.1429, "step": 9150 }, { "epoch": 1.5868211691456242, "grad_norm": 2.3573153018951416, "learning_rate": 4.019310344827587e-06, "loss": 0.1514, "step": 9175 }, { "epoch": 1.591144932549291, "grad_norm": 1.658203363418579, "learning_rate": 4.002068965517242e-06, "loss": 0.1253, "step": 9200 }, { "epoch": 1.5954686959529574, "grad_norm": 1.5806010961532593, "learning_rate": 3.9848275862068965e-06, "loss": 0.135, "step": 9225 }, { "epoch": 1.599792459356624, "grad_norm": 1.6775792837142944, "learning_rate": 3.967586206896552e-06, "loss": 0.1393, "step": 9250 }, { "epoch": 1.6041162227602905, "grad_norm": 1.632627010345459, "learning_rate": 3.950344827586207e-06, "loss": 0.1441, "step": 9275 }, { "epoch": 1.6084399861639571, "grad_norm": 1.3760111331939697, "learning_rate": 3.933103448275862e-06, "loss": 0.1344, "step": 9300 }, { "epoch": 1.6127637495676237, "grad_norm": 1.8090389966964722, "learning_rate": 3.915862068965518e-06, "loss": 0.1469, "step": 9325 }, { "epoch": 1.61708751297129, "grad_norm": 1.6850309371948242, "learning_rate": 3.898620689655173e-06, "loss": 0.1361, "step": 9350 }, { "epoch": 1.6214112763749569, "grad_norm": 1.616658329963684, "learning_rate": 3.8813793103448275e-06, "loss": 0.143, "step": 9375 }, { "epoch": 1.6257350397786232, "grad_norm": 1.5689523220062256, "learning_rate": 3.864137931034483e-06, "loss": 0.1452, "step": 9400 }, { "epoch": 1.63005880318229, "grad_norm": 1.563894510269165, "learning_rate": 3.846896551724138e-06, "loss": 0.1326, "step": 9425 }, { "epoch": 1.6343825665859564, "grad_norm": 1.7194911241531372, "learning_rate": 3.829655172413793e-06, "loss": 0.1446, "step": 9450 }, { "epoch": 1.638706329989623, "grad_norm": 1.3777263164520264, "learning_rate": 3.8124137931034486e-06, "loss": 0.1438, "step": 9475 }, { "epoch": 1.6430300933932895, "grad_norm": 1.9295512437820435, "learning_rate": 3.795172413793104e-06, "loss": 0.1358, "step": 9500 }, { "epoch": 1.6473538567969561, "grad_norm": 1.6866202354431152, "learning_rate": 3.7779310344827592e-06, "loss": 0.1422, "step": 9525 }, { "epoch": 1.6516776202006227, "grad_norm": 1.8246145248413086, "learning_rate": 3.760689655172414e-06, "loss": 0.1366, "step": 9550 }, { "epoch": 1.656001383604289, "grad_norm": 1.933508276939392, "learning_rate": 3.7434482758620694e-06, "loss": 0.1384, "step": 9575 }, { "epoch": 1.6603251470079559, "grad_norm": 1.7554436922073364, "learning_rate": 3.7262068965517247e-06, "loss": 0.1409, "step": 9600 }, { "epoch": 1.6646489104116222, "grad_norm": 1.4804601669311523, "learning_rate": 3.7089655172413795e-06, "loss": 0.1372, "step": 9625 }, { "epoch": 1.6689726738152888, "grad_norm": 1.9584331512451172, "learning_rate": 3.691724137931035e-06, "loss": 0.1435, "step": 9650 }, { "epoch": 1.6732964372189554, "grad_norm": 1.8187692165374756, "learning_rate": 3.67448275862069e-06, "loss": 0.1403, "step": 9675 }, { "epoch": 1.677620200622622, "grad_norm": 2.358635187149048, "learning_rate": 3.657241379310345e-06, "loss": 0.1438, "step": 9700 }, { "epoch": 1.6819439640262885, "grad_norm": 2.2827279567718506, "learning_rate": 3.6400000000000003e-06, "loss": 0.1335, "step": 9725 }, { "epoch": 1.686267727429955, "grad_norm": 1.7171095609664917, "learning_rate": 3.622758620689655e-06, "loss": 0.1406, "step": 9750 }, { "epoch": 1.6905914908336217, "grad_norm": 1.9003287553787231, "learning_rate": 3.6055172413793105e-06, "loss": 0.1428, "step": 9775 }, { "epoch": 1.694915254237288, "grad_norm": 1.6332672834396362, "learning_rate": 3.5882758620689658e-06, "loss": 0.1487, "step": 9800 }, { "epoch": 1.6992390176409546, "grad_norm": 1.782727599143982, "learning_rate": 3.5710344827586206e-06, "loss": 0.1341, "step": 9825 }, { "epoch": 1.7035627810446212, "grad_norm": 1.5744534730911255, "learning_rate": 3.553793103448276e-06, "loss": 0.1447, "step": 9850 }, { "epoch": 1.7078865444482878, "grad_norm": 1.8412572145462036, "learning_rate": 3.5365517241379316e-06, "loss": 0.1382, "step": 9875 }, { "epoch": 1.7122103078519544, "grad_norm": 1.9548972845077515, "learning_rate": 3.5193103448275865e-06, "loss": 0.1312, "step": 9900 }, { "epoch": 1.7165340712556207, "grad_norm": 1.7109405994415283, "learning_rate": 3.502068965517242e-06, "loss": 0.1421, "step": 9925 }, { "epoch": 1.7208578346592875, "grad_norm": 1.8661736249923706, "learning_rate": 3.484827586206897e-06, "loss": 0.1429, "step": 9950 }, { "epoch": 1.725181598062954, "grad_norm": 1.750954508781433, "learning_rate": 3.467586206896552e-06, "loss": 0.1445, "step": 9975 }, { "epoch": 1.7295053614666207, "grad_norm": 1.9543379545211792, "learning_rate": 3.4503448275862073e-06, "loss": 0.1401, "step": 10000 }, { "epoch": 1.7295053614666207, "eval_loss": 0.15686531364917755, "eval_runtime": 18349.489, "eval_samples_per_second": 1.26, "eval_steps_per_second": 0.158, "eval_wer": 21.496062807648066, "step": 10000 }, { "epoch": 1.733829124870287, "grad_norm": 1.7155358791351318, "learning_rate": 3.4331034482758626e-06, "loss": 0.1358, "step": 10025 }, { "epoch": 1.7381528882739536, "grad_norm": 1.5235016345977783, "learning_rate": 3.4158620689655174e-06, "loss": 0.144, "step": 10050 }, { "epoch": 1.7424766516776202, "grad_norm": 1.7004233598709106, "learning_rate": 3.3986206896551727e-06, "loss": 0.1422, "step": 10075 }, { "epoch": 1.7468004150812868, "grad_norm": 1.533207654953003, "learning_rate": 3.381379310344828e-06, "loss": 0.1431, "step": 10100 }, { "epoch": 1.7511241784849534, "grad_norm": 1.442386507987976, "learning_rate": 3.364827586206897e-06, "loss": 0.1435, "step": 10125 }, { "epoch": 1.7554479418886197, "grad_norm": 1.8642257452011108, "learning_rate": 3.347586206896552e-06, "loss": 0.1433, "step": 10150 }, { "epoch": 1.7597717052922865, "grad_norm": 2.0965137481689453, "learning_rate": 3.330344827586207e-06, "loss": 0.1455, "step": 10175 }, { "epoch": 1.764095468695953, "grad_norm": 1.3066208362579346, "learning_rate": 3.3131034482758624e-06, "loss": 0.141, "step": 10200 }, { "epoch": 1.7684192320996195, "grad_norm": 1.3160147666931152, "learning_rate": 3.2958620689655173e-06, "loss": 0.1357, "step": 10225 }, { "epoch": 1.772742995503286, "grad_norm": 1.9913936853408813, "learning_rate": 3.2786206896551726e-06, "loss": 0.1466, "step": 10250 }, { "epoch": 1.7770667589069526, "grad_norm": 1.4349515438079834, "learning_rate": 3.261379310344828e-06, "loss": 0.1408, "step": 10275 }, { "epoch": 1.7813905223106192, "grad_norm": 2.0493996143341064, "learning_rate": 3.2441379310344828e-06, "loss": 0.1454, "step": 10300 }, { "epoch": 1.7857142857142856, "grad_norm": 2.072068214416504, "learning_rate": 3.226896551724138e-06, "loss": 0.1307, "step": 10325 }, { "epoch": 1.7900380491179524, "grad_norm": 1.3982826471328735, "learning_rate": 3.209655172413793e-06, "loss": 0.1376, "step": 10350 }, { "epoch": 1.7943618125216187, "grad_norm": 2.1408965587615967, "learning_rate": 3.1924137931034486e-06, "loss": 0.1453, "step": 10375 }, { "epoch": 1.7986855759252853, "grad_norm": 1.740058183670044, "learning_rate": 3.175172413793104e-06, "loss": 0.1467, "step": 10400 }, { "epoch": 1.803009339328952, "grad_norm": 1.626065969467163, "learning_rate": 3.1579310344827592e-06, "loss": 0.1426, "step": 10425 }, { "epoch": 1.8073331027326185, "grad_norm": 1.758325219154358, "learning_rate": 3.140689655172414e-06, "loss": 0.1421, "step": 10450 }, { "epoch": 1.811656866136285, "grad_norm": 3.0554895401000977, "learning_rate": 3.1234482758620694e-06, "loss": 0.1512, "step": 10475 }, { "epoch": 1.8159806295399514, "grad_norm": 2.0043108463287354, "learning_rate": 3.1062068965517243e-06, "loss": 0.1477, "step": 10500 }, { "epoch": 1.8203043929436182, "grad_norm": 1.9781348705291748, "learning_rate": 3.0889655172413796e-06, "loss": 0.1434, "step": 10525 }, { "epoch": 1.8246281563472846, "grad_norm": 1.9845682382583618, "learning_rate": 3.071724137931035e-06, "loss": 0.1371, "step": 10550 }, { "epoch": 1.8289519197509514, "grad_norm": 1.7266494035720825, "learning_rate": 3.0544827586206897e-06, "loss": 0.1414, "step": 10575 }, { "epoch": 1.8332756831546178, "grad_norm": 1.6237975358963013, "learning_rate": 3.037241379310345e-06, "loss": 0.1451, "step": 10600 }, { "epoch": 1.8375994465582843, "grad_norm": 1.3192580938339233, "learning_rate": 3.0200000000000003e-06, "loss": 0.1335, "step": 10625 }, { "epoch": 1.841923209961951, "grad_norm": 1.5643882751464844, "learning_rate": 3.002758620689655e-06, "loss": 0.14, "step": 10650 }, { "epoch": 1.8462469733656173, "grad_norm": 2.649275779724121, "learning_rate": 2.9855172413793105e-06, "loss": 0.1412, "step": 10675 }, { "epoch": 1.850570736769284, "grad_norm": 2.3274197578430176, "learning_rate": 2.9682758620689658e-06, "loss": 0.1486, "step": 10700 }, { "epoch": 1.8548945001729504, "grad_norm": 2.0510830879211426, "learning_rate": 2.9510344827586206e-06, "loss": 0.1295, "step": 10725 }, { "epoch": 1.8592182635766172, "grad_norm": 1.8213071823120117, "learning_rate": 2.933793103448276e-06, "loss": 0.1326, "step": 10750 }, { "epoch": 1.8635420269802836, "grad_norm": 1.182237148284912, "learning_rate": 2.9165517241379316e-06, "loss": 0.1402, "step": 10775 }, { "epoch": 1.8678657903839502, "grad_norm": 1.5509198904037476, "learning_rate": 2.8993103448275865e-06, "loss": 0.1299, "step": 10800 }, { "epoch": 1.8721895537876168, "grad_norm": 1.480782151222229, "learning_rate": 2.882068965517242e-06, "loss": 0.1445, "step": 10825 }, { "epoch": 1.8765133171912833, "grad_norm": 1.7314891815185547, "learning_rate": 2.864827586206897e-06, "loss": 0.1332, "step": 10850 }, { "epoch": 1.88083708059495, "grad_norm": 1.5692538022994995, "learning_rate": 2.847586206896552e-06, "loss": 0.1425, "step": 10875 }, { "epoch": 1.8851608439986163, "grad_norm": 1.927616000175476, "learning_rate": 2.8303448275862073e-06, "loss": 0.1386, "step": 10900 }, { "epoch": 1.889484607402283, "grad_norm": 1.9353783130645752, "learning_rate": 2.813103448275862e-06, "loss": 0.1418, "step": 10925 }, { "epoch": 1.8938083708059494, "grad_norm": 1.5706393718719482, "learning_rate": 2.7958620689655174e-06, "loss": 0.1316, "step": 10950 }, { "epoch": 1.898132134209616, "grad_norm": 1.642783522605896, "learning_rate": 2.7786206896551727e-06, "loss": 0.1392, "step": 10975 }, { "epoch": 1.9024558976132826, "grad_norm": 1.7343003749847412, "learning_rate": 2.7613793103448276e-06, "loss": 0.148, "step": 11000 }, { "epoch": 1.9024558976132826, "eval_loss": 0.1548272669315338, "eval_runtime": 18698.2371, "eval_samples_per_second": 1.237, "eval_steps_per_second": 0.155, "eval_wer": 21.28684455294534, "step": 11000 }, { "epoch": 1.9067796610169492, "grad_norm": 1.9196803569793701, "learning_rate": 2.744137931034483e-06, "loss": 0.1343, "step": 11025 }, { "epoch": 1.9111034244206158, "grad_norm": 2.108469009399414, "learning_rate": 2.726896551724138e-06, "loss": 0.146, "step": 11050 }, { "epoch": 1.9154271878242821, "grad_norm": 1.4290471076965332, "learning_rate": 2.709655172413793e-06, "loss": 0.1428, "step": 11075 }, { "epoch": 1.919750951227949, "grad_norm": 2.097700357437134, "learning_rate": 2.6924137931034483e-06, "loss": 0.137, "step": 11100 }, { "epoch": 1.9240747146316153, "grad_norm": 1.7768304347991943, "learning_rate": 2.6751724137931036e-06, "loss": 0.1339, "step": 11125 }, { "epoch": 1.9283984780352819, "grad_norm": 2.3340935707092285, "learning_rate": 2.6579310344827585e-06, "loss": 0.1499, "step": 11150 }, { "epoch": 1.9327222414389484, "grad_norm": 1.390179991722107, "learning_rate": 2.6406896551724142e-06, "loss": 0.1332, "step": 11175 }, { "epoch": 1.937046004842615, "grad_norm": 1.4288243055343628, "learning_rate": 2.6234482758620695e-06, "loss": 0.1378, "step": 11200 }, { "epoch": 1.9413697682462816, "grad_norm": 1.7294844388961792, "learning_rate": 2.6062068965517244e-06, "loss": 0.1456, "step": 11225 }, { "epoch": 1.945693531649948, "grad_norm": 2.5070643424987793, "learning_rate": 2.5889655172413797e-06, "loss": 0.1351, "step": 11250 }, { "epoch": 1.9500172950536148, "grad_norm": 1.9430601596832275, "learning_rate": 2.571724137931035e-06, "loss": 0.1373, "step": 11275 }, { "epoch": 1.9543410584572811, "grad_norm": 1.5814850330352783, "learning_rate": 2.55448275862069e-06, "loss": 0.1423, "step": 11300 }, { "epoch": 1.958664821860948, "grad_norm": 2.2843282222747803, "learning_rate": 2.537241379310345e-06, "loss": 0.1426, "step": 11325 }, { "epoch": 1.9629885852646143, "grad_norm": 1.528397798538208, "learning_rate": 2.52e-06, "loss": 0.1362, "step": 11350 }, { "epoch": 1.9673123486682809, "grad_norm": 1.5325922966003418, "learning_rate": 2.5027586206896553e-06, "loss": 0.1348, "step": 11375 }, { "epoch": 1.9716361120719474, "grad_norm": 1.3210896253585815, "learning_rate": 2.4855172413793106e-06, "loss": 0.1399, "step": 11400 }, { "epoch": 1.975959875475614, "grad_norm": 1.7425906658172607, "learning_rate": 2.4682758620689655e-06, "loss": 0.1347, "step": 11425 }, { "epoch": 1.9802836388792806, "grad_norm": 1.4508990049362183, "learning_rate": 2.4510344827586208e-06, "loss": 0.1361, "step": 11450 }, { "epoch": 1.984607402282947, "grad_norm": 1.4730141162872314, "learning_rate": 2.433793103448276e-06, "loss": 0.147, "step": 11475 }, { "epoch": 1.9889311656866138, "grad_norm": 1.602019190788269, "learning_rate": 2.4165517241379314e-06, "loss": 0.1363, "step": 11500 }, { "epoch": 1.9932549290902801, "grad_norm": 1.9487652778625488, "learning_rate": 2.3993103448275866e-06, "loss": 0.1371, "step": 11525 }, { "epoch": 1.9975786924939467, "grad_norm": 1.735405445098877, "learning_rate": 2.3820689655172415e-06, "loss": 0.142, "step": 11550 }, { "epoch": 2.0019024558976133, "grad_norm": 1.195746898651123, "learning_rate": 2.364827586206897e-06, "loss": 0.134, "step": 11575 }, { "epoch": 2.0062262193012796, "grad_norm": 1.7679691314697266, "learning_rate": 2.3475862068965517e-06, "loss": 0.1181, "step": 11600 }, { "epoch": 2.0105499827049464, "grad_norm": 1.606373906135559, "learning_rate": 2.330344827586207e-06, "loss": 0.1136, "step": 11625 }, { "epoch": 2.014873746108613, "grad_norm": 1.4573360681533813, "learning_rate": 2.3131034482758623e-06, "loss": 0.1146, "step": 11650 }, { "epoch": 2.0191975095122796, "grad_norm": 1.7319608926773071, "learning_rate": 2.2958620689655176e-06, "loss": 0.1073, "step": 11675 }, { "epoch": 2.023521272915946, "grad_norm": 1.566738247871399, "learning_rate": 2.278620689655173e-06, "loss": 0.1185, "step": 11700 }, { "epoch": 2.0278450363196128, "grad_norm": 1.3787413835525513, "learning_rate": 2.2613793103448277e-06, "loss": 0.1142, "step": 11725 }, { "epoch": 2.032168799723279, "grad_norm": 1.364129662513733, "learning_rate": 2.244137931034483e-06, "loss": 0.1221, "step": 11750 }, { "epoch": 2.0364925631269455, "grad_norm": 1.4195500612258911, "learning_rate": 2.2268965517241383e-06, "loss": 0.1086, "step": 11775 }, { "epoch": 2.0408163265306123, "grad_norm": 1.7290923595428467, "learning_rate": 2.209655172413793e-06, "loss": 0.1236, "step": 11800 }, { "epoch": 2.0451400899342786, "grad_norm": 1.8055263757705688, "learning_rate": 2.1924137931034485e-06, "loss": 0.1052, "step": 11825 }, { "epoch": 2.0494638533379455, "grad_norm": 1.3701517581939697, "learning_rate": 2.1751724137931033e-06, "loss": 0.1104, "step": 11850 }, { "epoch": 2.053787616741612, "grad_norm": 1.7283467054367065, "learning_rate": 2.157931034482759e-06, "loss": 0.119, "step": 11875 }, { "epoch": 2.0581113801452786, "grad_norm": 1.6004694700241089, "learning_rate": 2.140689655172414e-06, "loss": 0.1173, "step": 11900 }, { "epoch": 2.062435143548945, "grad_norm": 2.361544609069824, "learning_rate": 2.1234482758620692e-06, "loss": 0.1154, "step": 11925 }, { "epoch": 2.0667589069526118, "grad_norm": 1.6328535079956055, "learning_rate": 2.1062068965517245e-06, "loss": 0.1128, "step": 11950 }, { "epoch": 2.071082670356278, "grad_norm": 1.546014666557312, "learning_rate": 2.0889655172413794e-06, "loss": 0.1102, "step": 11975 }, { "epoch": 2.0754064337599445, "grad_norm": 1.43386709690094, "learning_rate": 2.0717241379310347e-06, "loss": 0.1024, "step": 12000 }, { "epoch": 2.0754064337599445, "eval_loss": 0.16041299700737, "eval_runtime": 18346.2572, "eval_samples_per_second": 1.261, "eval_steps_per_second": 0.158, "eval_wer": 21.351273466767566, "step": 12000 }, { "epoch": 2.0797301971636113, "grad_norm": 1.259810209274292, "learning_rate": 2.0544827586206896e-06, "loss": 0.1054, "step": 12025 }, { "epoch": 2.0840539605672777, "grad_norm": 1.7551687955856323, "learning_rate": 2.037241379310345e-06, "loss": 0.1084, "step": 12050 }, { "epoch": 2.0883777239709445, "grad_norm": 1.4865624904632568, "learning_rate": 2.02e-06, "loss": 0.1148, "step": 12075 }, { "epoch": 2.092701487374611, "grad_norm": 1.7182704210281372, "learning_rate": 2.0027586206896554e-06, "loss": 0.1089, "step": 12100 }, { "epoch": 2.0970252507782776, "grad_norm": 1.8586798906326294, "learning_rate": 1.9855172413793107e-06, "loss": 0.1058, "step": 12125 }, { "epoch": 2.101349014181944, "grad_norm": 1.1890976428985596, "learning_rate": 1.9682758620689656e-06, "loss": 0.1118, "step": 12150 }, { "epoch": 2.1056727775856103, "grad_norm": 1.7096284627914429, "learning_rate": 1.951034482758621e-06, "loss": 0.1178, "step": 12175 }, { "epoch": 2.109996540989277, "grad_norm": 1.6265876293182373, "learning_rate": 1.933793103448276e-06, "loss": 0.11, "step": 12200 }, { "epoch": 2.1143203043929435, "grad_norm": 2.068101406097412, "learning_rate": 1.916551724137931e-06, "loss": 0.1129, "step": 12225 }, { "epoch": 2.1186440677966103, "grad_norm": 1.4093377590179443, "learning_rate": 1.8993103448275864e-06, "loss": 0.1033, "step": 12250 }, { "epoch": 2.1229678312002767, "grad_norm": 1.716834306716919, "learning_rate": 1.8820689655172416e-06, "loss": 0.1118, "step": 12275 }, { "epoch": 2.1272915946039435, "grad_norm": 1.614517331123352, "learning_rate": 1.8648275862068967e-06, "loss": 0.1123, "step": 12300 }, { "epoch": 2.13161535800761, "grad_norm": 1.609824299812317, "learning_rate": 1.847586206896552e-06, "loss": 0.1135, "step": 12325 }, { "epoch": 2.135939121411276, "grad_norm": 1.4824578762054443, "learning_rate": 1.830344827586207e-06, "loss": 0.1154, "step": 12350 }, { "epoch": 2.140262884814943, "grad_norm": 2.31526255607605, "learning_rate": 1.8131034482758622e-06, "loss": 0.1102, "step": 12375 }, { "epoch": 2.1445866482186093, "grad_norm": 1.5895624160766602, "learning_rate": 1.7958620689655173e-06, "loss": 0.1114, "step": 12400 }, { "epoch": 2.148910411622276, "grad_norm": 1.8020554780960083, "learning_rate": 1.7786206896551726e-06, "loss": 0.114, "step": 12425 }, { "epoch": 2.1532341750259425, "grad_norm": 1.7379206418991089, "learning_rate": 1.7613793103448276e-06, "loss": 0.1074, "step": 12450 }, { "epoch": 2.1575579384296093, "grad_norm": 1.5234774351119995, "learning_rate": 1.744137931034483e-06, "loss": 0.1049, "step": 12475 }, { "epoch": 2.1618817018332757, "grad_norm": 2.315284252166748, "learning_rate": 1.7268965517241382e-06, "loss": 0.1187, "step": 12500 }, { "epoch": 2.166205465236942, "grad_norm": 1.5843135118484497, "learning_rate": 1.7096551724137933e-06, "loss": 0.1099, "step": 12525 }, { "epoch": 2.170529228640609, "grad_norm": 1.4398502111434937, "learning_rate": 1.6924137931034484e-06, "loss": 0.1179, "step": 12550 }, { "epoch": 2.174852992044275, "grad_norm": 1.6261566877365112, "learning_rate": 1.6751724137931037e-06, "loss": 0.1109, "step": 12575 }, { "epoch": 2.179176755447942, "grad_norm": 1.493456244468689, "learning_rate": 1.6579310344827588e-06, "loss": 0.1087, "step": 12600 }, { "epoch": 2.1835005188516083, "grad_norm": 2.314145565032959, "learning_rate": 1.6406896551724138e-06, "loss": 0.1092, "step": 12625 }, { "epoch": 2.187824282255275, "grad_norm": 1.5329914093017578, "learning_rate": 1.623448275862069e-06, "loss": 0.1179, "step": 12650 }, { "epoch": 2.1921480456589415, "grad_norm": 1.8789763450622559, "learning_rate": 1.6062068965517244e-06, "loss": 0.1146, "step": 12675 }, { "epoch": 2.196471809062608, "grad_norm": 1.6287965774536133, "learning_rate": 1.5889655172413795e-06, "loss": 0.1076, "step": 12700 }, { "epoch": 2.2007955724662747, "grad_norm": 1.3174418210983276, "learning_rate": 1.5717241379310346e-06, "loss": 0.1042, "step": 12725 }, { "epoch": 2.205119335869941, "grad_norm": 1.481208086013794, "learning_rate": 1.55448275862069e-06, "loss": 0.1113, "step": 12750 }, { "epoch": 2.209443099273608, "grad_norm": 1.5273900032043457, "learning_rate": 1.537241379310345e-06, "loss": 0.1101, "step": 12775 }, { "epoch": 2.213766862677274, "grad_norm": 1.648422122001648, "learning_rate": 1.52e-06, "loss": 0.1079, "step": 12800 }, { "epoch": 2.218090626080941, "grad_norm": 1.5516725778579712, "learning_rate": 1.5027586206896551e-06, "loss": 0.1147, "step": 12825 }, { "epoch": 2.2224143894846073, "grad_norm": 1.68115234375, "learning_rate": 1.4855172413793104e-06, "loss": 0.1066, "step": 12850 }, { "epoch": 2.226738152888274, "grad_norm": 1.784679889678955, "learning_rate": 1.4682758620689657e-06, "loss": 0.1118, "step": 12875 }, { "epoch": 2.2310619162919405, "grad_norm": 1.5086143016815186, "learning_rate": 1.4510344827586208e-06, "loss": 0.1175, "step": 12900 }, { "epoch": 2.235385679695607, "grad_norm": 1.4072906970977783, "learning_rate": 1.433793103448276e-06, "loss": 0.111, "step": 12925 }, { "epoch": 2.2397094430992737, "grad_norm": 1.4439597129821777, "learning_rate": 1.4165517241379312e-06, "loss": 0.111, "step": 12950 }, { "epoch": 2.24403320650294, "grad_norm": 1.474888563156128, "learning_rate": 1.3993103448275863e-06, "loss": 0.1121, "step": 12975 }, { "epoch": 2.248356969906607, "grad_norm": 2.2483158111572266, "learning_rate": 1.3820689655172416e-06, "loss": 0.1145, "step": 13000 }, { "epoch": 2.248356969906607, "eval_loss": 0.16119933128356934, "eval_runtime": 18308.4763, "eval_samples_per_second": 1.263, "eval_steps_per_second": 0.158, "eval_wer": 21.170638221105975, "step": 13000 }, { "epoch": 2.252680733310273, "grad_norm": 1.6092015504837036, "learning_rate": 1.3648275862068966e-06, "loss": 0.1097, "step": 13025 }, { "epoch": 2.25700449671394, "grad_norm": 1.7606579065322876, "learning_rate": 1.3475862068965517e-06, "loss": 0.1175, "step": 13050 }, { "epoch": 2.2613282601176063, "grad_norm": 1.5152302980422974, "learning_rate": 1.3303448275862072e-06, "loss": 0.1093, "step": 13075 }, { "epoch": 2.265652023521273, "grad_norm": 1.5567739009857178, "learning_rate": 1.3131034482758623e-06, "loss": 0.1033, "step": 13100 }, { "epoch": 2.2699757869249395, "grad_norm": 1.738932728767395, "learning_rate": 1.2958620689655174e-06, "loss": 0.115, "step": 13125 }, { "epoch": 2.274299550328606, "grad_norm": 1.2959973812103271, "learning_rate": 1.2786206896551725e-06, "loss": 0.1073, "step": 13150 }, { "epoch": 2.2786233137322727, "grad_norm": 1.391763687133789, "learning_rate": 1.2613793103448278e-06, "loss": 0.1045, "step": 13175 }, { "epoch": 2.282947077135939, "grad_norm": 1.8664268255233765, "learning_rate": 1.2441379310344829e-06, "loss": 0.1146, "step": 13200 }, { "epoch": 2.287270840539606, "grad_norm": 1.708479642868042, "learning_rate": 1.226896551724138e-06, "loss": 0.1067, "step": 13225 }, { "epoch": 2.291594603943272, "grad_norm": 1.6440658569335938, "learning_rate": 1.2096551724137932e-06, "loss": 0.1202, "step": 13250 }, { "epoch": 2.295918367346939, "grad_norm": 1.3780643939971924, "learning_rate": 1.1924137931034483e-06, "loss": 0.1183, "step": 13275 }, { "epoch": 2.3002421307506054, "grad_norm": 2.0071065425872803, "learning_rate": 1.1751724137931036e-06, "loss": 0.1133, "step": 13300 }, { "epoch": 2.3045658941542717, "grad_norm": 1.6017673015594482, "learning_rate": 1.1579310344827587e-06, "loss": 0.1087, "step": 13325 }, { "epoch": 2.3088896575579385, "grad_norm": 1.8712215423583984, "learning_rate": 1.140689655172414e-06, "loss": 0.1165, "step": 13350 }, { "epoch": 2.313213420961605, "grad_norm": 2.241171360015869, "learning_rate": 1.123448275862069e-06, "loss": 0.1041, "step": 13375 }, { "epoch": 2.3175371843652717, "grad_norm": 1.7374755144119263, "learning_rate": 1.1062068965517241e-06, "loss": 0.1088, "step": 13400 }, { "epoch": 2.321860947768938, "grad_norm": 1.387485384941101, "learning_rate": 1.0889655172413794e-06, "loss": 0.1124, "step": 13425 }, { "epoch": 2.326184711172605, "grad_norm": 1.7821033000946045, "learning_rate": 1.0717241379310345e-06, "loss": 0.1129, "step": 13450 }, { "epoch": 2.330508474576271, "grad_norm": 1.8013248443603516, "learning_rate": 1.0544827586206898e-06, "loss": 0.1113, "step": 13475 }, { "epoch": 2.3348322379799376, "grad_norm": 1.7627577781677246, "learning_rate": 1.0372413793103449e-06, "loss": 0.106, "step": 13500 }, { "epoch": 2.3391560013836044, "grad_norm": 1.4727102518081665, "learning_rate": 1.02e-06, "loss": 0.119, "step": 13525 }, { "epoch": 2.3434797647872707, "grad_norm": 2.0880470275878906, "learning_rate": 1.0027586206896553e-06, "loss": 0.1099, "step": 13550 }, { "epoch": 2.3478035281909375, "grad_norm": 1.6722257137298584, "learning_rate": 9.855172413793104e-07, "loss": 0.1176, "step": 13575 }, { "epoch": 2.352127291594604, "grad_norm": 1.5856317281723022, "learning_rate": 9.682758620689656e-07, "loss": 0.1108, "step": 13600 }, { "epoch": 2.3564510549982707, "grad_norm": 1.4923266172409058, "learning_rate": 9.510344827586207e-07, "loss": 0.1098, "step": 13625 }, { "epoch": 2.360774818401937, "grad_norm": 1.6731258630752563, "learning_rate": 9.33793103448276e-07, "loss": 0.1129, "step": 13650 }, { "epoch": 2.3650985818056034, "grad_norm": 1.5794440507888794, "learning_rate": 9.165517241379311e-07, "loss": 0.1132, "step": 13675 }, { "epoch": 2.36942234520927, "grad_norm": 1.9833779335021973, "learning_rate": 8.993103448275863e-07, "loss": 0.1104, "step": 13700 }, { "epoch": 2.3737461086129366, "grad_norm": 1.929689645767212, "learning_rate": 8.820689655172414e-07, "loss": 0.1113, "step": 13725 }, { "epoch": 2.3780698720166034, "grad_norm": 1.2566806077957153, "learning_rate": 8.648275862068967e-07, "loss": 0.1086, "step": 13750 }, { "epoch": 2.3823936354202697, "grad_norm": 2.132885694503784, "learning_rate": 8.475862068965517e-07, "loss": 0.1077, "step": 13775 }, { "epoch": 2.3867173988239365, "grad_norm": 1.7326260805130005, "learning_rate": 8.303448275862069e-07, "loss": 0.1083, "step": 13800 }, { "epoch": 2.391041162227603, "grad_norm": 1.7849270105361938, "learning_rate": 8.131034482758621e-07, "loss": 0.1059, "step": 13825 }, { "epoch": 2.3953649256312692, "grad_norm": 1.3285590410232544, "learning_rate": 7.958620689655173e-07, "loss": 0.0987, "step": 13850 }, { "epoch": 2.399688689034936, "grad_norm": 1.6088476181030273, "learning_rate": 7.786206896551725e-07, "loss": 0.1097, "step": 13875 }, { "epoch": 2.4040124524386024, "grad_norm": 1.5900739431381226, "learning_rate": 7.613793103448276e-07, "loss": 0.107, "step": 13900 }, { "epoch": 2.408336215842269, "grad_norm": 1.4366368055343628, "learning_rate": 7.441379310344828e-07, "loss": 0.1087, "step": 13925 }, { "epoch": 2.4126599792459356, "grad_norm": 1.583687424659729, "learning_rate": 7.268965517241381e-07, "loss": 0.109, "step": 13950 }, { "epoch": 2.4169837426496024, "grad_norm": 1.6272701025009155, "learning_rate": 7.096551724137931e-07, "loss": 0.1087, "step": 13975 }, { "epoch": 2.4213075060532687, "grad_norm": 1.6933766603469849, "learning_rate": 6.924137931034483e-07, "loss": 0.1051, "step": 14000 }, { "epoch": 2.4213075060532687, "eval_loss": 0.16103602945804596, "eval_runtime": 18381.9917, "eval_samples_per_second": 1.258, "eval_steps_per_second": 0.157, "eval_wer": 21.26997589187188, "step": 14000 }, { "epoch": 2.425631269456935, "grad_norm": 1.5084308385849, "learning_rate": 6.751724137931034e-07, "loss": 0.1108, "step": 14025 }, { "epoch": 2.429955032860602, "grad_norm": 1.3734257221221924, "learning_rate": 6.579310344827587e-07, "loss": 0.107, "step": 14050 }, { "epoch": 2.4342787962642682, "grad_norm": 2.01283597946167, "learning_rate": 6.406896551724139e-07, "loss": 0.1044, "step": 14075 }, { "epoch": 2.438602559667935, "grad_norm": 1.3206173181533813, "learning_rate": 6.23448275862069e-07, "loss": 0.1031, "step": 14100 }, { "epoch": 2.4429263230716014, "grad_norm": 1.6226475238800049, "learning_rate": 6.062068965517242e-07, "loss": 0.1068, "step": 14125 }, { "epoch": 2.447250086475268, "grad_norm": 1.8544663190841675, "learning_rate": 5.896551724137931e-07, "loss": 0.1134, "step": 14150 }, { "epoch": 2.4515738498789346, "grad_norm": 1.9135141372680664, "learning_rate": 5.724137931034483e-07, "loss": 0.1076, "step": 14175 }, { "epoch": 2.4558976132826014, "grad_norm": 1.9522300958633423, "learning_rate": 5.551724137931035e-07, "loss": 0.1028, "step": 14200 }, { "epoch": 2.4602213766862677, "grad_norm": 1.5151312351226807, "learning_rate": 5.379310344827587e-07, "loss": 0.1047, "step": 14225 }, { "epoch": 2.4645451400899345, "grad_norm": 1.2128667831420898, "learning_rate": 5.206896551724138e-07, "loss": 0.1055, "step": 14250 }, { "epoch": 2.468868903493601, "grad_norm": 1.6889070272445679, "learning_rate": 5.03448275862069e-07, "loss": 0.1086, "step": 14275 }, { "epoch": 2.4731926668972672, "grad_norm": 1.5473207235336304, "learning_rate": 4.862068965517241e-07, "loss": 0.1132, "step": 14300 }, { "epoch": 2.477516430300934, "grad_norm": 1.570099949836731, "learning_rate": 4.6896551724137934e-07, "loss": 0.108, "step": 14325 }, { "epoch": 2.4818401937046004, "grad_norm": 1.4723212718963623, "learning_rate": 4.5172413793103447e-07, "loss": 0.1115, "step": 14350 }, { "epoch": 2.486163957108267, "grad_norm": 1.4830899238586426, "learning_rate": 4.344827586206897e-07, "loss": 0.1164, "step": 14375 }, { "epoch": 2.4904877205119336, "grad_norm": 1.7449450492858887, "learning_rate": 4.1724137931034485e-07, "loss": 0.109, "step": 14400 }, { "epoch": 2.4948114839156004, "grad_norm": 1.74076247215271, "learning_rate": 4.0000000000000003e-07, "loss": 0.1015, "step": 14425 }, { "epoch": 2.4991352473192667, "grad_norm": 1.4947025775909424, "learning_rate": 3.8275862068965517e-07, "loss": 0.1071, "step": 14450 }, { "epoch": 2.503459010722933, "grad_norm": 1.2934141159057617, "learning_rate": 3.6551724137931036e-07, "loss": 0.1041, "step": 14475 }, { "epoch": 2.5077827741266, "grad_norm": 2.003370761871338, "learning_rate": 3.4827586206896555e-07, "loss": 0.106, "step": 14500 }, { "epoch": 2.5121065375302662, "grad_norm": 1.6628522872924805, "learning_rate": 3.3103448275862073e-07, "loss": 0.1109, "step": 14525 }, { "epoch": 2.516430300933933, "grad_norm": 2.323209762573242, "learning_rate": 3.1379310344827587e-07, "loss": 0.1114, "step": 14550 }, { "epoch": 2.5207540643375994, "grad_norm": 1.4119327068328857, "learning_rate": 2.9655172413793106e-07, "loss": 0.107, "step": 14575 }, { "epoch": 2.525077827741266, "grad_norm": 1.6572582721710205, "learning_rate": 2.7931034482758624e-07, "loss": 0.111, "step": 14600 }, { "epoch": 2.5294015911449326, "grad_norm": 1.4858754873275757, "learning_rate": 2.6206896551724143e-07, "loss": 0.0951, "step": 14625 }, { "epoch": 2.533725354548599, "grad_norm": 1.6584004163742065, "learning_rate": 2.4482758620689657e-07, "loss": 0.1018, "step": 14650 }, { "epoch": 2.5380491179522657, "grad_norm": 1.3879257440567017, "learning_rate": 2.2758620689655175e-07, "loss": 0.1113, "step": 14675 }, { "epoch": 2.542372881355932, "grad_norm": 1.7336797714233398, "learning_rate": 2.1034482758620692e-07, "loss": 0.1016, "step": 14700 }, { "epoch": 2.546696644759599, "grad_norm": 1.9225796461105347, "learning_rate": 1.931034482758621e-07, "loss": 0.1199, "step": 14725 }, { "epoch": 2.5510204081632653, "grad_norm": 1.6256892681121826, "learning_rate": 1.7586206896551726e-07, "loss": 0.1047, "step": 14750 }, { "epoch": 2.555344171566932, "grad_norm": 1.2848526239395142, "learning_rate": 1.5862068965517243e-07, "loss": 0.1045, "step": 14775 }, { "epoch": 2.5596679349705984, "grad_norm": 1.3589074611663818, "learning_rate": 1.413793103448276e-07, "loss": 0.1063, "step": 14800 }, { "epoch": 2.5639916983742648, "grad_norm": 1.3591971397399902, "learning_rate": 1.2413793103448277e-07, "loss": 0.11, "step": 14825 }, { "epoch": 2.5683154617779316, "grad_norm": 1.975306510925293, "learning_rate": 1.0689655172413794e-07, "loss": 0.1082, "step": 14850 }, { "epoch": 2.572639225181598, "grad_norm": 1.4814668893814087, "learning_rate": 8.965517241379311e-08, "loss": 0.1126, "step": 14875 }, { "epoch": 2.5769629885852647, "grad_norm": 1.5567821264266968, "learning_rate": 7.241379310344829e-08, "loss": 0.1082, "step": 14900 }, { "epoch": 2.581286751988931, "grad_norm": 1.6796619892120361, "learning_rate": 5.517241379310345e-08, "loss": 0.1098, "step": 14925 }, { "epoch": 2.585610515392598, "grad_norm": 1.6661121845245361, "learning_rate": 3.793103448275862e-08, "loss": 0.1075, "step": 14950 }, { "epoch": 2.5899342787962643, "grad_norm": 1.9763529300689697, "learning_rate": 2.0689655172413796e-08, "loss": 0.1095, "step": 14975 }, { "epoch": 2.5942580421999306, "grad_norm": 1.9784560203552246, "learning_rate": 3.4482758620689654e-09, "loss": 0.1159, "step": 15000 }, { "epoch": 2.5942580421999306, "eval_loss": 0.16035248339176178, "eval_runtime": 18431.1546, "eval_samples_per_second": 1.255, "eval_steps_per_second": 0.157, "eval_wer": 21.29949604875043, "step": 15000 } ], "logging_steps": 25, "max_steps": 15000, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.4492272449683456e+20, "train_batch_size": 16, "trial_name": null, "trial_params": null }