gary109's picture
End of training
88e7f10
{
"best_metric": 0.41225242614746094,
"best_model_checkpoint": "ai-light-dance_singing_ft_wav2vec2-large-xlsr-53-5gram-v1/checkpoint-2760",
"epoch": 9.998756078253987,
"global_step": 5520,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 6.000000000000001e-07,
"loss": 0.2198,
"step": 10
},
{
"epoch": 0.04,
"learning_rate": 1.14e-06,
"loss": 0.2198,
"step": 20
},
{
"epoch": 0.05,
"learning_rate": 1.74e-06,
"loss": 0.26,
"step": 30
},
{
"epoch": 0.07,
"learning_rate": 2.34e-06,
"loss": 0.2109,
"step": 40
},
{
"epoch": 0.09,
"learning_rate": 2.9400000000000002e-06,
"loss": 0.2522,
"step": 50
},
{
"epoch": 0.11,
"learning_rate": 3.54e-06,
"loss": 0.2188,
"step": 60
},
{
"epoch": 0.13,
"learning_rate": 4.14e-06,
"loss": 0.2153,
"step": 70
},
{
"epoch": 0.14,
"learning_rate": 4.74e-06,
"loss": 0.2312,
"step": 80
},
{
"epoch": 0.16,
"learning_rate": 5.34e-06,
"loss": 0.2386,
"step": 90
},
{
"epoch": 0.18,
"learning_rate": 5.940000000000001e-06,
"loss": 0.2416,
"step": 100
},
{
"epoch": 0.2,
"learning_rate": 6.54e-06,
"loss": 0.2133,
"step": 110
},
{
"epoch": 0.22,
"learning_rate": 7.14e-06,
"loss": 0.2444,
"step": 120
},
{
"epoch": 0.24,
"learning_rate": 7.74e-06,
"loss": 0.2559,
"step": 130
},
{
"epoch": 0.25,
"learning_rate": 8.340000000000001e-06,
"loss": 0.2335,
"step": 140
},
{
"epoch": 0.27,
"learning_rate": 8.939999999999999e-06,
"loss": 0.2432,
"step": 150
},
{
"epoch": 0.29,
"learning_rate": 9.54e-06,
"loss": 0.231,
"step": 160
},
{
"epoch": 0.31,
"learning_rate": 1.0140000000000001e-05,
"loss": 0.2308,
"step": 170
},
{
"epoch": 0.33,
"learning_rate": 1.074e-05,
"loss": 0.2551,
"step": 180
},
{
"epoch": 0.34,
"learning_rate": 1.134e-05,
"loss": 0.2316,
"step": 190
},
{
"epoch": 0.36,
"learning_rate": 1.1940000000000001e-05,
"loss": 0.2437,
"step": 200
},
{
"epoch": 0.38,
"learning_rate": 1.254e-05,
"loss": 0.2236,
"step": 210
},
{
"epoch": 0.4,
"learning_rate": 1.314e-05,
"loss": 0.2346,
"step": 220
},
{
"epoch": 0.42,
"learning_rate": 1.374e-05,
"loss": 0.2301,
"step": 230
},
{
"epoch": 0.43,
"learning_rate": 1.434e-05,
"loss": 0.2439,
"step": 240
},
{
"epoch": 0.45,
"learning_rate": 1.4940000000000001e-05,
"loss": 0.2396,
"step": 250
},
{
"epoch": 0.47,
"learning_rate": 1.554e-05,
"loss": 0.2368,
"step": 260
},
{
"epoch": 0.49,
"learning_rate": 1.614e-05,
"loss": 0.2389,
"step": 270
},
{
"epoch": 0.51,
"learning_rate": 1.6740000000000002e-05,
"loss": 0.2566,
"step": 280
},
{
"epoch": 0.52,
"learning_rate": 1.734e-05,
"loss": 0.24,
"step": 290
},
{
"epoch": 0.54,
"learning_rate": 1.794e-05,
"loss": 0.2645,
"step": 300
},
{
"epoch": 0.56,
"learning_rate": 1.854e-05,
"loss": 0.2493,
"step": 310
},
{
"epoch": 0.58,
"learning_rate": 1.914e-05,
"loss": 0.2563,
"step": 320
},
{
"epoch": 0.6,
"learning_rate": 1.974e-05,
"loss": 0.2756,
"step": 330
},
{
"epoch": 0.62,
"learning_rate": 2.0340000000000002e-05,
"loss": 0.2499,
"step": 340
},
{
"epoch": 0.63,
"learning_rate": 2.094e-05,
"loss": 0.2633,
"step": 350
},
{
"epoch": 0.65,
"learning_rate": 2.154e-05,
"loss": 0.2175,
"step": 360
},
{
"epoch": 0.67,
"learning_rate": 2.214e-05,
"loss": 0.2529,
"step": 370
},
{
"epoch": 0.69,
"learning_rate": 2.274e-05,
"loss": 0.2509,
"step": 380
},
{
"epoch": 0.71,
"learning_rate": 2.334e-05,
"loss": 0.243,
"step": 390
},
{
"epoch": 0.72,
"learning_rate": 2.394e-05,
"loss": 0.3008,
"step": 400
},
{
"epoch": 0.74,
"learning_rate": 2.454e-05,
"loss": 0.2543,
"step": 410
},
{
"epoch": 0.76,
"learning_rate": 2.514e-05,
"loss": 0.2708,
"step": 420
},
{
"epoch": 0.78,
"learning_rate": 2.574e-05,
"loss": 0.2634,
"step": 430
},
{
"epoch": 0.8,
"learning_rate": 2.6340000000000002e-05,
"loss": 0.2513,
"step": 440
},
{
"epoch": 0.81,
"learning_rate": 2.6940000000000003e-05,
"loss": 0.2507,
"step": 450
},
{
"epoch": 0.83,
"learning_rate": 2.754e-05,
"loss": 0.2399,
"step": 460
},
{
"epoch": 0.85,
"learning_rate": 2.8139999999999998e-05,
"loss": 0.2557,
"step": 470
},
{
"epoch": 0.87,
"learning_rate": 2.874e-05,
"loss": 0.2226,
"step": 480
},
{
"epoch": 0.89,
"learning_rate": 2.934e-05,
"loss": 0.2501,
"step": 490
},
{
"epoch": 0.9,
"learning_rate": 2.994e-05,
"loss": 0.284,
"step": 500
},
{
"epoch": 0.92,
"learning_rate": 2.999976207644231e-05,
"loss": 0.2729,
"step": 510
},
{
"epoch": 0.94,
"learning_rate": 2.999893963432803e-05,
"loss": 0.251,
"step": 520
},
{
"epoch": 0.96,
"learning_rate": 2.9997529768532026e-05,
"loss": 0.2598,
"step": 530
},
{
"epoch": 0.98,
"learning_rate": 2.9995532534270777e-05,
"loss": 0.2811,
"step": 540
},
{
"epoch": 1.0,
"learning_rate": 2.9992948009764643e-05,
"loss": 0.2696,
"step": 550
},
{
"epoch": 1.0,
"eval_loss": 0.44213736057281494,
"eval_runtime": 261.7451,
"eval_samples_per_second": 7.507,
"eval_steps_per_second": 3.756,
"eval_wer": 0.20134310886575071,
"step": 552
},
{
"epoch": 1.01,
"learning_rate": 2.998977629623486e-05,
"loss": 0.2611,
"step": 560
},
{
"epoch": 1.03,
"learning_rate": 2.9986017517899505e-05,
"loss": 0.2201,
"step": 570
},
{
"epoch": 1.05,
"learning_rate": 2.9981671821968685e-05,
"loss": 0.236,
"step": 580
},
{
"epoch": 1.07,
"learning_rate": 2.9976739378638744e-05,
"loss": 0.2466,
"step": 590
},
{
"epoch": 1.09,
"learning_rate": 2.9971220381085605e-05,
"loss": 0.2655,
"step": 600
},
{
"epoch": 1.1,
"learning_rate": 2.9965115045457202e-05,
"loss": 0.2776,
"step": 610
},
{
"epoch": 1.12,
"learning_rate": 2.9958423610865024e-05,
"loss": 0.2588,
"step": 620
},
{
"epoch": 1.14,
"learning_rate": 2.995114633937474e-05,
"loss": 0.2605,
"step": 630
},
{
"epoch": 1.16,
"learning_rate": 2.9943283515995933e-05,
"loss": 0.2543,
"step": 640
},
{
"epoch": 1.18,
"learning_rate": 2.9934835448670953e-05,
"loss": 0.2587,
"step": 650
},
{
"epoch": 1.2,
"learning_rate": 2.9925802468262845e-05,
"loss": 0.2673,
"step": 660
},
{
"epoch": 1.21,
"learning_rate": 2.991618492854239e-05,
"loss": 0.2245,
"step": 670
},
{
"epoch": 1.23,
"learning_rate": 2.9905983206174255e-05,
"loss": 0.2755,
"step": 680
},
{
"epoch": 1.25,
"learning_rate": 2.9895197700702232e-05,
"loss": 0.2268,
"step": 690
},
{
"epoch": 1.27,
"learning_rate": 2.9883828834533614e-05,
"loss": 0.2608,
"step": 700
},
{
"epoch": 1.29,
"learning_rate": 2.9871877052922617e-05,
"loss": 0.2476,
"step": 710
},
{
"epoch": 1.3,
"learning_rate": 2.985934282395297e-05,
"loss": 0.2278,
"step": 720
},
{
"epoch": 1.32,
"learning_rate": 2.984622663851957e-05,
"loss": 0.2468,
"step": 730
},
{
"epoch": 1.34,
"learning_rate": 2.9832529010309257e-05,
"loss": 0.2235,
"step": 740
},
{
"epoch": 1.36,
"learning_rate": 2.9818250475780702e-05,
"loss": 0.2646,
"step": 750
},
{
"epoch": 1.38,
"learning_rate": 2.9803391594143396e-05,
"loss": 0.265,
"step": 760
},
{
"epoch": 1.39,
"learning_rate": 2.9787952947335728e-05,
"loss": 0.2355,
"step": 770
},
{
"epoch": 1.41,
"learning_rate": 2.977193514000224e-05,
"loss": 0.2874,
"step": 780
},
{
"epoch": 1.43,
"learning_rate": 2.975533879946989e-05,
"loss": 0.2446,
"step": 790
},
{
"epoch": 1.45,
"learning_rate": 2.9738164575723528e-05,
"loss": 0.2587,
"step": 800
},
{
"epoch": 1.47,
"learning_rate": 2.9720413141380417e-05,
"loss": 0.2569,
"step": 810
},
{
"epoch": 1.48,
"learning_rate": 2.9702085191663905e-05,
"loss": 0.24,
"step": 820
},
{
"epoch": 1.5,
"learning_rate": 2.9683181444376166e-05,
"loss": 0.245,
"step": 830
},
{
"epoch": 1.52,
"learning_rate": 2.966370263987014e-05,
"loss": 0.2359,
"step": 840
},
{
"epoch": 1.54,
"learning_rate": 2.964364954102048e-05,
"loss": 0.2336,
"step": 850
},
{
"epoch": 1.56,
"learning_rate": 2.9623022933193722e-05,
"loss": 0.2689,
"step": 860
},
{
"epoch": 1.58,
"learning_rate": 2.96018236242175e-05,
"loss": 0.2427,
"step": 870
},
{
"epoch": 1.59,
"learning_rate": 2.958005244434891e-05,
"loss": 0.247,
"step": 880
},
{
"epoch": 1.61,
"learning_rate": 2.955771024624201e-05,
"loss": 0.2625,
"step": 890
},
{
"epoch": 1.63,
"learning_rate": 2.95347979049144e-05,
"loss": 0.23,
"step": 900
},
{
"epoch": 1.65,
"learning_rate": 2.951131631771298e-05,
"loss": 0.2732,
"step": 910
},
{
"epoch": 1.67,
"learning_rate": 2.9487266404278778e-05,
"loss": 0.2231,
"step": 920
},
{
"epoch": 1.68,
"learning_rate": 2.946264910651097e-05,
"loss": 0.2691,
"step": 930
},
{
"epoch": 1.7,
"learning_rate": 2.9437465388529942e-05,
"loss": 0.2574,
"step": 940
},
{
"epoch": 1.72,
"learning_rate": 2.941171623663959e-05,
"loss": 0.259,
"step": 950
},
{
"epoch": 1.74,
"learning_rate": 2.938540265928863e-05,
"loss": 0.2539,
"step": 960
},
{
"epoch": 1.76,
"learning_rate": 2.935852568703115e-05,
"loss": 0.2441,
"step": 970
},
{
"epoch": 1.77,
"learning_rate": 2.933385557888875e-05,
"loss": 0.2439,
"step": 980
},
{
"epoch": 1.79,
"learning_rate": 2.930591107447795e-05,
"loss": 0.2244,
"step": 990
},
{
"epoch": 1.81,
"learning_rate": 2.9277406288396665e-05,
"loss": 0.23,
"step": 1000
},
{
"epoch": 1.83,
"learning_rate": 2.9248342337016243e-05,
"loss": 0.2356,
"step": 1010
},
{
"epoch": 1.85,
"learning_rate": 2.9218720358607366e-05,
"loss": 0.2343,
"step": 1020
},
{
"epoch": 1.86,
"learning_rate": 2.9188541513295494e-05,
"loss": 0.217,
"step": 1030
},
{
"epoch": 1.88,
"learning_rate": 2.9157806983015397e-05,
"loss": 0.2582,
"step": 1040
},
{
"epoch": 1.9,
"learning_rate": 2.9126517971464902e-05,
"loss": 0.2514,
"step": 1050
},
{
"epoch": 1.92,
"learning_rate": 2.9094675704057726e-05,
"loss": 0.2574,
"step": 1060
},
{
"epoch": 1.94,
"learning_rate": 2.9062281427875487e-05,
"loss": 0.2228,
"step": 1070
},
{
"epoch": 1.96,
"learning_rate": 2.902933641161887e-05,
"loss": 0.23,
"step": 1080
},
{
"epoch": 1.97,
"learning_rate": 2.8995841945557932e-05,
"loss": 0.2678,
"step": 1090
},
{
"epoch": 1.99,
"learning_rate": 2.8961799341481585e-05,
"loss": 0.2498,
"step": 1100
},
{
"epoch": 2.0,
"eval_loss": 0.438864141702652,
"eval_runtime": 260.8714,
"eval_samples_per_second": 7.532,
"eval_steps_per_second": 3.768,
"eval_wer": 0.1887129566878196,
"step": 1104
},
{
"epoch": 2.01,
"learning_rate": 2.8927209932646194e-05,
"loss": 0.2702,
"step": 1110
},
{
"epoch": 2.03,
"learning_rate": 2.8892075073723375e-05,
"loss": 0.2395,
"step": 1120
},
{
"epoch": 2.05,
"learning_rate": 2.8856396140746958e-05,
"loss": 0.2259,
"step": 1130
},
{
"epoch": 2.07,
"learning_rate": 2.882017453105906e-05,
"loss": 0.2318,
"step": 1140
},
{
"epoch": 2.08,
"learning_rate": 2.8783411663255393e-05,
"loss": 0.2231,
"step": 1150
},
{
"epoch": 2.1,
"learning_rate": 2.8746108977129674e-05,
"loss": 0.2436,
"step": 1160
},
{
"epoch": 2.12,
"learning_rate": 2.8708267933617255e-05,
"loss": 0.2173,
"step": 1170
},
{
"epoch": 2.14,
"learning_rate": 2.866989001473792e-05,
"loss": 0.2125,
"step": 1180
},
{
"epoch": 2.16,
"learning_rate": 2.863097672353781e-05,
"loss": 0.2161,
"step": 1190
},
{
"epoch": 2.17,
"learning_rate": 2.859152958403057e-05,
"loss": 0.2137,
"step": 1200
},
{
"epoch": 2.19,
"learning_rate": 2.8551550141137684e-05,
"loss": 0.2451,
"step": 1210
},
{
"epoch": 2.21,
"learning_rate": 2.8511039960627938e-05,
"loss": 0.2317,
"step": 1220
},
{
"epoch": 2.23,
"learning_rate": 2.847000062905611e-05,
"loss": 0.2256,
"step": 1230
},
{
"epoch": 2.25,
"learning_rate": 2.8428433753700837e-05,
"loss": 0.2315,
"step": 1240
},
{
"epoch": 2.26,
"learning_rate": 2.8386340962501663e-05,
"loss": 0.2366,
"step": 1250
},
{
"epoch": 2.28,
"learning_rate": 2.834372390399529e-05,
"loss": 0.218,
"step": 1260
},
{
"epoch": 2.3,
"learning_rate": 2.8300584247250992e-05,
"loss": 0.2137,
"step": 1270
},
{
"epoch": 2.32,
"learning_rate": 2.825692368180528e-05,
"loss": 0.2079,
"step": 1280
},
{
"epoch": 2.34,
"learning_rate": 2.8212743917595694e-05,
"loss": 0.2064,
"step": 1290
},
{
"epoch": 2.35,
"learning_rate": 2.816804668489387e-05,
"loss": 0.228,
"step": 1300
},
{
"epoch": 2.37,
"learning_rate": 2.8122833734237755e-05,
"loss": 0.2149,
"step": 1310
},
{
"epoch": 2.39,
"learning_rate": 2.8077106836363052e-05,
"loss": 0.2131,
"step": 1320
},
{
"epoch": 2.41,
"learning_rate": 2.8030867782133875e-05,
"loss": 0.2263,
"step": 1330
},
{
"epoch": 2.43,
"learning_rate": 2.798411838247261e-05,
"loss": 0.2119,
"step": 1340
},
{
"epoch": 2.45,
"learning_rate": 2.793686046828897e-05,
"loss": 0.2387,
"step": 1350
},
{
"epoch": 2.46,
"learning_rate": 2.788909589040833e-05,
"loss": 0.2382,
"step": 1360
},
{
"epoch": 2.48,
"learning_rate": 2.784082651949921e-05,
"loss": 0.2536,
"step": 1370
},
{
"epoch": 2.5,
"learning_rate": 2.7792054246000017e-05,
"loss": 0.235,
"step": 1380
},
{
"epoch": 2.52,
"learning_rate": 2.7742780980045004e-05,
"loss": 0.2545,
"step": 1390
},
{
"epoch": 2.54,
"learning_rate": 2.7693008651389488e-05,
"loss": 0.2305,
"step": 1400
},
{
"epoch": 2.55,
"learning_rate": 2.764273920933423e-05,
"loss": 0.2427,
"step": 1410
},
{
"epoch": 2.57,
"learning_rate": 2.7591974622649117e-05,
"loss": 0.2043,
"step": 1420
},
{
"epoch": 2.59,
"learning_rate": 2.7540716879496057e-05,
"loss": 0.2216,
"step": 1430
},
{
"epoch": 2.61,
"learning_rate": 2.7488967987351108e-05,
"loss": 0.1873,
"step": 1440
},
{
"epoch": 2.63,
"learning_rate": 2.743672997292586e-05,
"loss": 0.1875,
"step": 1450
},
{
"epoch": 2.64,
"learning_rate": 2.738400488208805e-05,
"loss": 0.2481,
"step": 1460
},
{
"epoch": 2.66,
"learning_rate": 2.7330794779781448e-05,
"loss": 0.2104,
"step": 1470
},
{
"epoch": 2.68,
"learning_rate": 2.727710174994499e-05,
"loss": 0.2309,
"step": 1480
},
{
"epoch": 2.7,
"learning_rate": 2.722292789543114e-05,
"loss": 0.2318,
"step": 1490
},
{
"epoch": 2.72,
"learning_rate": 2.716827533792356e-05,
"loss": 0.206,
"step": 1500
},
{
"epoch": 2.73,
"learning_rate": 2.7113146217853993e-05,
"loss": 0.2412,
"step": 1510
},
{
"epoch": 2.75,
"learning_rate": 2.705754269431844e-05,
"loss": 0.2373,
"step": 1520
},
{
"epoch": 2.77,
"learning_rate": 2.7001466944992625e-05,
"loss": 0.2121,
"step": 1530
},
{
"epoch": 2.79,
"learning_rate": 2.694492116604666e-05,
"loss": 0.2211,
"step": 1540
},
{
"epoch": 2.81,
"learning_rate": 2.6887907572059083e-05,
"loss": 0.2218,
"step": 1550
},
{
"epoch": 2.83,
"learning_rate": 2.683042839593008e-05,
"loss": 0.2362,
"step": 1560
},
{
"epoch": 2.84,
"learning_rate": 2.6772485888794078e-05,
"loss": 0.1985,
"step": 1570
},
{
"epoch": 2.86,
"learning_rate": 2.6714082319931554e-05,
"loss": 0.2079,
"step": 1580
},
{
"epoch": 2.88,
"learning_rate": 2.665521997668016e-05,
"loss": 0.2174,
"step": 1590
},
{
"epoch": 2.9,
"learning_rate": 2.6595901164345158e-05,
"loss": 0.232,
"step": 1600
},
{
"epoch": 2.92,
"learning_rate": 2.6536128206109118e-05,
"loss": 0.2288,
"step": 1610
},
{
"epoch": 2.93,
"learning_rate": 2.6475903442940935e-05,
"loss": 0.2259,
"step": 1620
},
{
"epoch": 2.95,
"learning_rate": 2.6415229233504158e-05,
"loss": 0.2049,
"step": 1630
},
{
"epoch": 2.97,
"learning_rate": 2.6354107954064598e-05,
"loss": 0.1978,
"step": 1640
},
{
"epoch": 2.99,
"learning_rate": 2.629254199839727e-05,
"loss": 0.2387,
"step": 1650
},
{
"epoch": 3.0,
"eval_loss": 0.41541168093681335,
"eval_runtime": 261.6368,
"eval_samples_per_second": 7.51,
"eval_steps_per_second": 3.757,
"eval_wer": 0.17876286119154705,
"step": 1656
},
{
"epoch": 3.01,
"learning_rate": 2.623053377769265e-05,
"loss": 0.236,
"step": 1660
},
{
"epoch": 3.03,
"learning_rate": 2.6168085720462234e-05,
"loss": 0.2069,
"step": 1670
},
{
"epoch": 3.04,
"learning_rate": 2.6105200272443426e-05,
"loss": 0.1792,
"step": 1680
},
{
"epoch": 3.06,
"learning_rate": 2.6041879896503755e-05,
"loss": 0.1953,
"step": 1690
},
{
"epoch": 3.08,
"learning_rate": 2.5978127072544413e-05,
"loss": 0.1929,
"step": 1700
},
{
"epoch": 3.1,
"learning_rate": 2.5913944297403154e-05,
"loss": 0.2243,
"step": 1710
},
{
"epoch": 3.12,
"learning_rate": 2.5849334084756464e-05,
"loss": 0.1828,
"step": 1720
},
{
"epoch": 3.13,
"learning_rate": 2.5784298965021165e-05,
"loss": 0.2051,
"step": 1730
},
{
"epoch": 3.15,
"learning_rate": 2.571884148525527e-05,
"loss": 0.1996,
"step": 1740
},
{
"epoch": 3.17,
"learning_rate": 2.5652964209058256e-05,
"loss": 0.1992,
"step": 1750
},
{
"epoch": 3.19,
"learning_rate": 2.5586669716470647e-05,
"loss": 0.213,
"step": 1760
},
{
"epoch": 3.21,
"learning_rate": 2.551996060387298e-05,
"loss": 0.2103,
"step": 1770
},
{
"epoch": 3.22,
"learning_rate": 2.5452839483884113e-05,
"loss": 0.2126,
"step": 1780
},
{
"epoch": 3.24,
"learning_rate": 2.5385308985258903e-05,
"loss": 0.1811,
"step": 1790
},
{
"epoch": 3.26,
"learning_rate": 2.5317371752785255e-05,
"loss": 0.2198,
"step": 1800
},
{
"epoch": 3.28,
"learning_rate": 2.5249030447180542e-05,
"loss": 0.219,
"step": 1810
},
{
"epoch": 3.3,
"learning_rate": 2.518028774498739e-05,
"loss": 0.2157,
"step": 1820
},
{
"epoch": 3.31,
"learning_rate": 2.511114633846887e-05,
"loss": 0.2134,
"step": 1830
},
{
"epoch": 3.33,
"learning_rate": 2.5041608935503038e-05,
"loss": 0.196,
"step": 1840
},
{
"epoch": 3.35,
"learning_rate": 2.4971678259476905e-05,
"loss": 0.2202,
"step": 1850
},
{
"epoch": 3.37,
"learning_rate": 2.490135704917975e-05,
"loss": 0.2253,
"step": 1860
},
{
"epoch": 3.39,
"learning_rate": 2.4830648058695884e-05,
"loss": 0.194,
"step": 1870
},
{
"epoch": 3.41,
"learning_rate": 2.475955405729677e-05,
"loss": 0.1934,
"step": 1880
},
{
"epoch": 3.42,
"learning_rate": 2.4688077829332573e-05,
"loss": 0.1877,
"step": 1890
},
{
"epoch": 3.44,
"learning_rate": 2.4616222174123113e-05,
"loss": 0.2016,
"step": 1900
},
{
"epoch": 3.46,
"learning_rate": 2.454398990584823e-05,
"loss": 0.2102,
"step": 1910
},
{
"epoch": 3.48,
"learning_rate": 2.4471383853437564e-05,
"loss": 0.1813,
"step": 1920
},
{
"epoch": 3.5,
"learning_rate": 2.4398406860459775e-05,
"loss": 0.2023,
"step": 1930
},
{
"epoch": 3.51,
"learning_rate": 2.4325061785011167e-05,
"loss": 0.1861,
"step": 1940
},
{
"epoch": 3.53,
"learning_rate": 2.4251351499603745e-05,
"loss": 0.1753,
"step": 1950
},
{
"epoch": 3.55,
"learning_rate": 2.4177278891052737e-05,
"loss": 0.1933,
"step": 1960
},
{
"epoch": 3.57,
"learning_rate": 2.4102846860363513e-05,
"loss": 0.2128,
"step": 1970
},
{
"epoch": 3.59,
"learning_rate": 2.4028058322617966e-05,
"loss": 0.1856,
"step": 1980
},
{
"epoch": 3.6,
"learning_rate": 2.395291620686038e-05,
"loss": 0.2106,
"step": 1990
},
{
"epoch": 3.62,
"learning_rate": 2.3877423455982666e-05,
"loss": 0.1844,
"step": 2000
},
{
"epoch": 3.64,
"learning_rate": 2.3801583026609153e-05,
"loss": 0.1967,
"step": 2010
},
{
"epoch": 3.66,
"learning_rate": 2.372539788898075e-05,
"loss": 0.2123,
"step": 2020
},
{
"epoch": 3.68,
"learning_rate": 2.3648871026838656e-05,
"loss": 0.189,
"step": 2030
},
{
"epoch": 3.69,
"learning_rate": 2.357200543730748e-05,
"loss": 0.19,
"step": 2040
},
{
"epoch": 3.71,
"learning_rate": 2.349480413077787e-05,
"loss": 0.2104,
"step": 2050
},
{
"epoch": 3.73,
"learning_rate": 2.3417270130788607e-05,
"loss": 0.2035,
"step": 2060
},
{
"epoch": 3.75,
"learning_rate": 2.3339406473908204e-05,
"loss": 0.1781,
"step": 2070
},
{
"epoch": 3.77,
"learning_rate": 2.3261216209615962e-05,
"loss": 0.1962,
"step": 2080
},
{
"epoch": 3.79,
"learning_rate": 2.318270240018255e-05,
"loss": 0.2054,
"step": 2090
},
{
"epoch": 3.8,
"learning_rate": 2.3103868120550075e-05,
"loss": 0.1877,
"step": 2100
},
{
"epoch": 3.82,
"learning_rate": 2.3024716458211648e-05,
"loss": 0.2137,
"step": 2110
},
{
"epoch": 3.84,
"learning_rate": 2.2945250513090464e-05,
"loss": 0.1971,
"step": 2120
},
{
"epoch": 3.86,
"learning_rate": 2.28654733974184e-05,
"loss": 0.1993,
"step": 2130
},
{
"epoch": 3.88,
"learning_rate": 2.2785388235614128e-05,
"loss": 0.2264,
"step": 2140
},
{
"epoch": 3.89,
"learning_rate": 2.2704998164160736e-05,
"loss": 0.1997,
"step": 2150
},
{
"epoch": 3.91,
"learning_rate": 2.2624306331482914e-05,
"loss": 0.2032,
"step": 2160
},
{
"epoch": 3.93,
"learning_rate": 2.2543315897823614e-05,
"loss": 0.1849,
"step": 2170
},
{
"epoch": 3.95,
"learning_rate": 2.2462030035120325e-05,
"loss": 0.1723,
"step": 2180
},
{
"epoch": 3.97,
"learning_rate": 2.23804519268808e-05,
"loss": 0.191,
"step": 2190
},
{
"epoch": 3.98,
"learning_rate": 2.229858476805841e-05,
"loss": 0.1902,
"step": 2200
},
{
"epoch": 4.0,
"eval_loss": 0.4143255650997162,
"eval_runtime": 262.8104,
"eval_samples_per_second": 7.477,
"eval_steps_per_second": 3.74,
"eval_wer": 0.17528186803031237,
"step": 2208
},
{
"epoch": 4.0,
"learning_rate": 2.2216431764927006e-05,
"loss": 0.2189,
"step": 2210
},
{
"epoch": 4.02,
"learning_rate": 2.2133996134955324e-05,
"loss": 0.1762,
"step": 2220
},
{
"epoch": 4.04,
"learning_rate": 2.205128110668102e-05,
"loss": 0.158,
"step": 2230
},
{
"epoch": 4.06,
"learning_rate": 2.196828991958419e-05,
"loss": 0.1699,
"step": 2240
},
{
"epoch": 4.08,
"learning_rate": 2.188502582396051e-05,
"loss": 0.1676,
"step": 2250
},
{
"epoch": 4.09,
"learning_rate": 2.180149208079395e-05,
"loss": 0.1926,
"step": 2260
},
{
"epoch": 4.11,
"learning_rate": 2.1717691961629033e-05,
"loss": 0.1908,
"step": 2270
},
{
"epoch": 4.13,
"learning_rate": 2.1633628748442743e-05,
"loss": 0.1493,
"step": 2280
},
{
"epoch": 4.15,
"learning_rate": 2.1549305733515957e-05,
"loss": 0.1691,
"step": 2290
},
{
"epoch": 4.17,
"learning_rate": 2.1464726219304517e-05,
"loss": 0.1706,
"step": 2300
},
{
"epoch": 4.18,
"learning_rate": 2.1379893518309902e-05,
"loss": 0.1895,
"step": 2310
},
{
"epoch": 4.2,
"learning_rate": 2.129481095294948e-05,
"loss": 0.1607,
"step": 2320
},
{
"epoch": 4.22,
"learning_rate": 2.120948185542639e-05,
"loss": 0.16,
"step": 2330
},
{
"epoch": 4.24,
"learning_rate": 2.1123909567599052e-05,
"loss": 0.1777,
"step": 2340
},
{
"epoch": 4.26,
"learning_rate": 2.1038097440850264e-05,
"loss": 0.1526,
"step": 2350
},
{
"epoch": 4.28,
"learning_rate": 2.095204883595597e-05,
"loss": 0.1918,
"step": 2360
},
{
"epoch": 4.29,
"learning_rate": 2.086576712295362e-05,
"loss": 0.1678,
"step": 2370
},
{
"epoch": 4.31,
"learning_rate": 2.077925568101019e-05,
"loss": 0.1761,
"step": 2380
},
{
"epoch": 4.33,
"learning_rate": 2.0692517898289847e-05,
"loss": 0.2179,
"step": 2390
},
{
"epoch": 4.35,
"learning_rate": 2.060555717182123e-05,
"loss": 0.1826,
"step": 2400
},
{
"epoch": 4.37,
"learning_rate": 2.0518376907364456e-05,
"loss": 0.1808,
"step": 2410
},
{
"epoch": 4.38,
"learning_rate": 2.0430980519277665e-05,
"loss": 0.1746,
"step": 2420
},
{
"epoch": 4.4,
"learning_rate": 2.0343371430383363e-05,
"loss": 0.1604,
"step": 2430
},
{
"epoch": 4.42,
"learning_rate": 2.025555307183434e-05,
"loss": 0.1843,
"step": 2440
},
{
"epoch": 4.44,
"learning_rate": 2.0167528882979304e-05,
"loss": 0.1422,
"step": 2450
},
{
"epoch": 4.46,
"learning_rate": 2.0079302311228143e-05,
"loss": 0.1936,
"step": 2460
},
{
"epoch": 4.47,
"learning_rate": 1.999087681191697e-05,
"loss": 0.1553,
"step": 2470
},
{
"epoch": 4.49,
"learning_rate": 1.9902255848172753e-05,
"loss": 0.1751,
"step": 2480
},
{
"epoch": 4.51,
"learning_rate": 1.98134428907777e-05,
"loss": 0.1634,
"step": 2490
},
{
"epoch": 4.53,
"learning_rate": 1.972444141803332e-05,
"loss": 0.1863,
"step": 2500
},
{
"epoch": 4.55,
"learning_rate": 1.963525491562421e-05,
"loss": 0.1887,
"step": 2510
},
{
"epoch": 4.56,
"learning_rate": 1.954588687648153e-05,
"loss": 0.1706,
"step": 2520
},
{
"epoch": 4.58,
"learning_rate": 1.9456340800646202e-05,
"loss": 0.1594,
"step": 2530
},
{
"epoch": 4.6,
"learning_rate": 1.936662019513185e-05,
"loss": 0.1661,
"step": 2540
},
{
"epoch": 4.62,
"learning_rate": 1.9276728573787428e-05,
"loss": 0.1748,
"step": 2550
},
{
"epoch": 4.64,
"learning_rate": 1.918666945715962e-05,
"loss": 0.1733,
"step": 2560
},
{
"epoch": 4.65,
"learning_rate": 1.9096446372354943e-05,
"loss": 0.205,
"step": 2570
},
{
"epoch": 4.67,
"learning_rate": 1.900606285290165e-05,
"loss": 0.1742,
"step": 2580
},
{
"epoch": 4.69,
"learning_rate": 1.891552243861127e-05,
"loss": 0.1631,
"step": 2590
},
{
"epoch": 4.71,
"learning_rate": 1.882482867544005e-05,
"loss": 0.162,
"step": 2600
},
{
"epoch": 4.73,
"learning_rate": 1.8733985115350034e-05,
"loss": 0.1748,
"step": 2610
},
{
"epoch": 4.75,
"learning_rate": 1.8642995316169956e-05,
"loss": 0.1682,
"step": 2620
},
{
"epoch": 4.76,
"learning_rate": 1.855186284145592e-05,
"loss": 0.1555,
"step": 2630
},
{
"epoch": 4.78,
"learning_rate": 1.8460591260351825e-05,
"loss": 0.1866,
"step": 2640
},
{
"epoch": 4.8,
"learning_rate": 1.8369184147449564e-05,
"loss": 0.1669,
"step": 2650
},
{
"epoch": 4.82,
"learning_rate": 1.827764508264907e-05,
"loss": 0.1876,
"step": 2660
},
{
"epoch": 4.84,
"learning_rate": 1.818597765101807e-05,
"loss": 0.1714,
"step": 2670
},
{
"epoch": 4.85,
"learning_rate": 1.8094185442651696e-05,
"loss": 0.1657,
"step": 2680
},
{
"epoch": 4.87,
"learning_rate": 1.8002272052531878e-05,
"loss": 0.1993,
"step": 2690
},
{
"epoch": 4.89,
"learning_rate": 1.7910241080386553e-05,
"loss": 0.1674,
"step": 2700
},
{
"epoch": 4.91,
"learning_rate": 1.7818096130548693e-05,
"loss": 0.1849,
"step": 2710
},
{
"epoch": 4.93,
"learning_rate": 1.7725840811815098e-05,
"loss": 0.1742,
"step": 2720
},
{
"epoch": 4.94,
"learning_rate": 1.763347873730513e-05,
"loss": 0.1483,
"step": 2730
},
{
"epoch": 4.96,
"learning_rate": 1.7541013524319157e-05,
"loss": 0.174,
"step": 2740
},
{
"epoch": 4.98,
"learning_rate": 1.7448448794196897e-05,
"loss": 0.1642,
"step": 2750
},
{
"epoch": 5.0,
"learning_rate": 1.735578817217559e-05,
"loss": 0.1896,
"step": 2760
},
{
"epoch": 5.0,
"eval_loss": 0.41225242614746094,
"eval_runtime": 264.166,
"eval_samples_per_second": 7.439,
"eval_steps_per_second": 3.721,
"eval_wer": 0.16684122974554863,
"step": 2760
},
{
"epoch": 5.02,
"learning_rate": 1.7263035287248025e-05,
"loss": 0.1658,
"step": 2770
},
{
"epoch": 5.04,
"learning_rate": 1.717019377202041e-05,
"loss": 0.1654,
"step": 2780
},
{
"epoch": 5.05,
"learning_rate": 1.707726726257008e-05,
"loss": 0.146,
"step": 2790
},
{
"epoch": 5.07,
"learning_rate": 1.698425939830314e-05,
"loss": 0.1549,
"step": 2800
},
{
"epoch": 5.09,
"learning_rate": 1.68911738218119e-05,
"loss": 0.1653,
"step": 2810
},
{
"epoch": 5.11,
"learning_rate": 1.6798014178732198e-05,
"loss": 0.1574,
"step": 2820
},
{
"epoch": 5.13,
"learning_rate": 1.671411018848522e-05,
"loss": 0.1677,
"step": 2830
},
{
"epoch": 5.14,
"learning_rate": 1.6620819872888178e-05,
"loss": 0.1488,
"step": 2840
},
{
"epoch": 5.16,
"learning_rate": 1.6527466078938647e-05,
"loss": 0.1661,
"step": 2850
},
{
"epoch": 5.18,
"learning_rate": 1.643405246277703e-05,
"loss": 0.1595,
"step": 2860
},
{
"epoch": 5.2,
"learning_rate": 1.6340582682886647e-05,
"loss": 0.1581,
"step": 2870
},
{
"epoch": 5.22,
"learning_rate": 1.6247060399950414e-05,
"loss": 0.1489,
"step": 2880
},
{
"epoch": 5.24,
"learning_rate": 1.6153489276707514e-05,
"loss": 0.1522,
"step": 2890
},
{
"epoch": 5.25,
"learning_rate": 1.6059872977809917e-05,
"loss": 0.1408,
"step": 2900
},
{
"epoch": 5.27,
"learning_rate": 1.5966215169678867e-05,
"loss": 0.1616,
"step": 2910
},
{
"epoch": 5.29,
"learning_rate": 1.5872519520361297e-05,
"loss": 0.157,
"step": 2920
},
{
"epoch": 5.31,
"learning_rate": 1.5778789699386165e-05,
"loss": 0.1522,
"step": 2930
},
{
"epoch": 5.33,
"learning_rate": 1.568502937762073e-05,
"loss": 0.1328,
"step": 2940
},
{
"epoch": 5.34,
"learning_rate": 1.559124222712681e-05,
"loss": 0.1615,
"step": 2950
},
{
"epoch": 5.36,
"learning_rate": 1.5497431921016935e-05,
"loss": 0.1719,
"step": 2960
},
{
"epoch": 5.38,
"learning_rate": 1.5403602133310522e-05,
"loss": 0.1548,
"step": 2970
},
{
"epoch": 5.4,
"learning_rate": 1.5309756538789967e-05,
"loss": 0.1386,
"step": 2980
},
{
"epoch": 5.42,
"learning_rate": 1.5215898812856739e-05,
"loss": 0.1537,
"step": 2990
},
{
"epoch": 5.43,
"learning_rate": 1.5122032631387406e-05,
"loss": 0.1575,
"step": 3000
},
{
"epoch": 5.45,
"learning_rate": 1.5028161670589709e-05,
"loss": 0.144,
"step": 3010
},
{
"epoch": 5.47,
"learning_rate": 1.493428960685857e-05,
"loss": 0.1356,
"step": 3020
},
{
"epoch": 5.49,
"learning_rate": 1.4840420116632089e-05,
"loss": 0.1387,
"step": 3030
},
{
"epoch": 5.51,
"learning_rate": 1.4746556876247588e-05,
"loss": 0.1482,
"step": 3040
},
{
"epoch": 5.52,
"learning_rate": 1.465270356179762e-05,
"loss": 0.1489,
"step": 3050
},
{
"epoch": 5.54,
"learning_rate": 1.4558863848985991e-05,
"loss": 0.1557,
"step": 3060
},
{
"epoch": 5.56,
"learning_rate": 1.4465041412983812e-05,
"loss": 0.1403,
"step": 3070
},
{
"epoch": 5.58,
"learning_rate": 1.4371239928285542e-05,
"loss": 0.1547,
"step": 3080
},
{
"epoch": 5.6,
"learning_rate": 1.427746306856513e-05,
"loss": 0.1288,
"step": 3090
},
{
"epoch": 5.62,
"learning_rate": 1.4183714506532073e-05,
"loss": 0.1421,
"step": 3100
},
{
"epoch": 5.63,
"learning_rate": 1.408999791378762e-05,
"loss": 0.1456,
"step": 3110
},
{
"epoch": 5.65,
"learning_rate": 1.3996316960680961e-05,
"loss": 0.1524,
"step": 3120
},
{
"epoch": 5.67,
"learning_rate": 1.3902675316165481e-05,
"loss": 0.1456,
"step": 3130
},
{
"epoch": 5.69,
"learning_rate": 1.3809076647655077e-05,
"loss": 0.1389,
"step": 3140
},
{
"epoch": 5.71,
"learning_rate": 1.3715524620880514e-05,
"loss": 0.1659,
"step": 3150
},
{
"epoch": 5.72,
"learning_rate": 1.3622022899745855e-05,
"loss": 0.1679,
"step": 3160
},
{
"epoch": 5.74,
"learning_rate": 1.3528575146184994e-05,
"loss": 0.1439,
"step": 3170
},
{
"epoch": 5.76,
"learning_rate": 1.3435185020018208e-05,
"loss": 0.1529,
"step": 3180
},
{
"epoch": 5.78,
"learning_rate": 1.3341856178808838e-05,
"loss": 0.1395,
"step": 3190
},
{
"epoch": 5.8,
"learning_rate": 1.3248592277720035e-05,
"loss": 0.1409,
"step": 3200
},
{
"epoch": 5.81,
"learning_rate": 1.3155396969371622e-05,
"loss": 0.1472,
"step": 3210
},
{
"epoch": 5.83,
"learning_rate": 1.3062273903697024e-05,
"loss": 0.1307,
"step": 3220
},
{
"epoch": 5.85,
"learning_rate": 1.2969226727800328e-05,
"loss": 0.1549,
"step": 3230
},
{
"epoch": 5.87,
"learning_rate": 1.2876259085813454e-05,
"loss": 0.1565,
"step": 3240
},
{
"epoch": 5.89,
"learning_rate": 1.2783374618753427e-05,
"loss": 0.1512,
"step": 3250
},
{
"epoch": 5.9,
"learning_rate": 1.2690576964379778e-05,
"loss": 0.1474,
"step": 3260
},
{
"epoch": 5.92,
"learning_rate": 1.2597869757052072e-05,
"loss": 0.1395,
"step": 3270
},
{
"epoch": 5.94,
"learning_rate": 1.2505256627587582e-05,
"loss": 0.1516,
"step": 3280
},
{
"epoch": 5.96,
"learning_rate": 1.241274120311908e-05,
"loss": 0.1565,
"step": 3290
},
{
"epoch": 5.98,
"learning_rate": 1.2320327106952782e-05,
"loss": 0.1421,
"step": 3300
},
{
"epoch": 6.0,
"learning_rate": 1.2228017958426452e-05,
"loss": 0.1658,
"step": 3310
},
{
"epoch": 6.0,
"eval_loss": 0.43663841485977173,
"eval_runtime": 265.9926,
"eval_samples_per_second": 7.387,
"eval_steps_per_second": 3.696,
"eval_wer": 0.16511613578953854,
"step": 3312
},
{
"epoch": 6.01,
"learning_rate": 1.213581737276765e-05,
"loss": 0.1684,
"step": 3320
},
{
"epoch": 6.03,
"learning_rate": 1.204372896095213e-05,
"loss": 0.1478,
"step": 3330
},
{
"epoch": 6.05,
"learning_rate": 1.1951756329562447e-05,
"loss": 0.1349,
"step": 3340
},
{
"epoch": 6.07,
"learning_rate": 1.1859903080646682e-05,
"loss": 0.141,
"step": 3350
},
{
"epoch": 6.09,
"learning_rate": 1.1768172811577382e-05,
"loss": 0.1442,
"step": 3360
},
{
"epoch": 6.1,
"learning_rate": 1.1676569114910661e-05,
"loss": 0.1472,
"step": 3370
},
{
"epoch": 6.12,
"learning_rate": 1.1585095578245519e-05,
"loss": 0.1371,
"step": 3380
},
{
"epoch": 6.14,
"learning_rate": 1.149375578408332e-05,
"loss": 0.1363,
"step": 3390
},
{
"epoch": 6.16,
"learning_rate": 1.1402553309687488e-05,
"loss": 0.1292,
"step": 3400
},
{
"epoch": 6.18,
"learning_rate": 1.1311491726943407e-05,
"loss": 0.1399,
"step": 3410
},
{
"epoch": 6.2,
"learning_rate": 1.122057460221854e-05,
"loss": 0.1334,
"step": 3420
},
{
"epoch": 6.21,
"learning_rate": 1.1129805496222733e-05,
"loss": 0.1276,
"step": 3430
},
{
"epoch": 6.23,
"learning_rate": 1.1039187963868783e-05,
"loss": 0.1313,
"step": 3440
},
{
"epoch": 6.25,
"learning_rate": 1.0948725554133205e-05,
"loss": 0.1217,
"step": 3450
},
{
"epoch": 6.27,
"learning_rate": 1.0858421809917241e-05,
"loss": 0.1293,
"step": 3460
},
{
"epoch": 6.29,
"learning_rate": 1.0768280267908088e-05,
"loss": 0.1489,
"step": 3470
},
{
"epoch": 6.3,
"learning_rate": 1.0678304458440411e-05,
"loss": 0.1348,
"step": 3480
},
{
"epoch": 6.32,
"learning_rate": 1.0588497905358066e-05,
"loss": 0.1183,
"step": 3490
},
{
"epoch": 6.34,
"learning_rate": 1.0498864125876093e-05,
"loss": 0.1297,
"step": 3500
},
{
"epoch": 6.36,
"learning_rate": 1.0409406630442964e-05,
"loss": 0.1253,
"step": 3510
},
{
"epoch": 6.38,
"learning_rate": 1.03201289226031e-05,
"loss": 0.1345,
"step": 3520
},
{
"epoch": 6.39,
"learning_rate": 1.0231034498859672e-05,
"loss": 0.1207,
"step": 3530
},
{
"epoch": 6.41,
"learning_rate": 1.0142126848537629e-05,
"loss": 0.1511,
"step": 3540
},
{
"epoch": 6.43,
"learning_rate": 1.005340945364707e-05,
"loss": 0.1293,
"step": 3550
},
{
"epoch": 6.45,
"learning_rate": 9.964885788746873e-06,
"loss": 0.1278,
"step": 3560
},
{
"epoch": 6.47,
"learning_rate": 9.87655932080859e-06,
"loss": 0.1545,
"step": 3570
},
{
"epoch": 6.48,
"learning_rate": 9.788433509080696e-06,
"loss": 0.1497,
"step": 3580
},
{
"epoch": 6.5,
"learning_rate": 9.700511804953092e-06,
"loss": 0.1203,
"step": 3590
},
{
"epoch": 6.52,
"learning_rate": 9.612797651821935e-06,
"loss": 0.1303,
"step": 3600
},
{
"epoch": 6.54,
"learning_rate": 9.525294484954789e-06,
"loss": 0.1353,
"step": 3610
},
{
"epoch": 6.56,
"learning_rate": 9.438005731356074e-06,
"loss": 0.1467,
"step": 3620
},
{
"epoch": 6.58,
"learning_rate": 9.350934809632858e-06,
"loss": 0.128,
"step": 3630
},
{
"epoch": 6.59,
"learning_rate": 9.26408512986096e-06,
"loss": 0.124,
"step": 3640
},
{
"epoch": 6.61,
"learning_rate": 9.177460093451406e-06,
"loss": 0.1305,
"step": 3650
},
{
"epoch": 6.63,
"learning_rate": 9.091063093017215e-06,
"loss": 0.1249,
"step": 3660
},
{
"epoch": 6.65,
"learning_rate": 9.004897512240518e-06,
"loss": 0.1377,
"step": 3670
},
{
"epoch": 6.67,
"learning_rate": 8.918966725740051e-06,
"loss": 0.1315,
"step": 3680
},
{
"epoch": 6.68,
"learning_rate": 8.833274098938986e-06,
"loss": 0.1303,
"step": 3690
},
{
"epoch": 6.7,
"learning_rate": 8.747822987933125e-06,
"loss": 0.1216,
"step": 3700
},
{
"epoch": 6.72,
"learning_rate": 8.662616739359452e-06,
"loss": 0.1385,
"step": 3710
},
{
"epoch": 6.74,
"learning_rate": 8.577658690265097e-06,
"loss": 0.1328,
"step": 3720
},
{
"epoch": 6.76,
"learning_rate": 8.492952167976602e-06,
"loss": 0.147,
"step": 3730
},
{
"epoch": 6.77,
"learning_rate": 8.408500489969618e-06,
"loss": 0.1295,
"step": 3740
},
{
"epoch": 6.79,
"learning_rate": 8.324306963739007e-06,
"loss": 0.1384,
"step": 3750
},
{
"epoch": 6.81,
"learning_rate": 8.24037488666927e-06,
"loss": 0.1455,
"step": 3760
},
{
"epoch": 6.83,
"learning_rate": 8.156707545905428e-06,
"loss": 0.1375,
"step": 3770
},
{
"epoch": 6.85,
"learning_rate": 8.073308218224278e-06,
"loss": 0.126,
"step": 3780
},
{
"epoch": 6.86,
"learning_rate": 7.990180169906056e-06,
"loss": 0.1285,
"step": 3790
},
{
"epoch": 6.88,
"learning_rate": 7.90732665660653e-06,
"loss": 0.1255,
"step": 3800
},
{
"epoch": 6.9,
"learning_rate": 7.82475092322946e-06,
"loss": 0.1102,
"step": 3810
},
{
"epoch": 6.92,
"learning_rate": 7.742456203799555e-06,
"loss": 0.1255,
"step": 3820
},
{
"epoch": 6.94,
"learning_rate": 7.660445721335794e-06,
"loss": 0.1255,
"step": 3830
},
{
"epoch": 6.96,
"learning_rate": 7.5787226877252e-06,
"loss": 0.1243,
"step": 3840
},
{
"epoch": 6.97,
"learning_rate": 7.497290303597045e-06,
"loss": 0.1139,
"step": 3850
},
{
"epoch": 6.99,
"learning_rate": 7.416151758197508e-06,
"loss": 0.1312,
"step": 3860
},
{
"epoch": 7.0,
"eval_loss": 0.43088003993034363,
"eval_runtime": 265.9194,
"eval_samples_per_second": 7.389,
"eval_steps_per_second": 3.697,
"eval_wer": 0.15935555418643338,
"step": 3864
},
{
"epoch": 7.01,
"learning_rate": 7.33531022926477e-06,
"loss": 0.1613,
"step": 3870
},
{
"epoch": 7.03,
"learning_rate": 7.254768882904539e-06,
"loss": 0.1217,
"step": 3880
},
{
"epoch": 7.05,
"learning_rate": 7.174530873466085e-06,
"loss": 0.1295,
"step": 3890
},
{
"epoch": 7.07,
"learning_rate": 7.094599343418681e-06,
"loss": 0.1168,
"step": 3900
},
{
"epoch": 7.08,
"learning_rate": 7.014977423228534e-06,
"loss": 0.1214,
"step": 3910
},
{
"epoch": 7.1,
"learning_rate": 6.935668231236184e-06,
"loss": 0.1128,
"step": 3920
},
{
"epoch": 7.12,
"learning_rate": 6.8566748735343776e-06,
"loss": 0.1173,
"step": 3930
},
{
"epoch": 7.14,
"learning_rate": 6.778000443846406e-06,
"loss": 0.1173,
"step": 3940
},
{
"epoch": 7.16,
"learning_rate": 6.6996480234049635e-06,
"loss": 0.1279,
"step": 3950
},
{
"epoch": 7.17,
"learning_rate": 6.62162068083146e-06,
"loss": 0.127,
"step": 3960
},
{
"epoch": 7.19,
"learning_rate": 6.5439214720158456e-06,
"loss": 0.1386,
"step": 3970
},
{
"epoch": 7.21,
"learning_rate": 6.466553439996922e-06,
"loss": 0.1174,
"step": 3980
},
{
"epoch": 7.23,
"learning_rate": 6.3895196148431686e-06,
"loss": 0.1024,
"step": 3990
},
{
"epoch": 7.25,
"learning_rate": 6.312823013534077e-06,
"loss": 0.1301,
"step": 4000
},
{
"epoch": 7.26,
"learning_rate": 6.23646663984197e-06,
"loss": 0.1202,
"step": 4010
},
{
"epoch": 7.28,
"learning_rate": 6.160453484214396e-06,
"loss": 0.1509,
"step": 4020
},
{
"epoch": 7.3,
"learning_rate": 6.084786523656985e-06,
"loss": 0.1206,
"step": 4030
},
{
"epoch": 7.32,
"learning_rate": 6.009468721616863e-06,
"loss": 0.1143,
"step": 4040
},
{
"epoch": 7.34,
"learning_rate": 5.934503027866588e-06,
"loss": 0.1224,
"step": 4050
},
{
"epoch": 7.35,
"learning_rate": 5.8598923783886345e-06,
"loss": 0.1208,
"step": 4060
},
{
"epoch": 7.37,
"learning_rate": 5.785639695260397e-06,
"loss": 0.1387,
"step": 4070
},
{
"epoch": 7.39,
"learning_rate": 5.711747886539739e-06,
"loss": 0.1155,
"step": 4080
},
{
"epoch": 7.41,
"learning_rate": 5.6382198461511275e-06,
"loss": 0.1324,
"step": 4090
},
{
"epoch": 7.43,
"learning_rate": 5.565058453772279e-06,
"loss": 0.1347,
"step": 4100
},
{
"epoch": 7.45,
"learning_rate": 5.492266574721375e-06,
"loss": 0.1207,
"step": 4110
},
{
"epoch": 7.46,
"learning_rate": 5.419847059844853e-06,
"loss": 0.129,
"step": 4120
},
{
"epoch": 7.48,
"learning_rate": 5.347802745405746e-06,
"loss": 0.117,
"step": 4130
},
{
"epoch": 7.5,
"learning_rate": 5.2761364529726164e-06,
"loss": 0.1253,
"step": 4140
},
{
"epoch": 7.52,
"learning_rate": 5.204850989309024e-06,
"loss": 0.1101,
"step": 4150
},
{
"epoch": 7.54,
"learning_rate": 5.1339491462636325e-06,
"loss": 0.1235,
"step": 4160
},
{
"epoch": 7.55,
"learning_rate": 5.063433700660851e-06,
"loss": 0.1363,
"step": 4170
},
{
"epoch": 7.57,
"learning_rate": 4.993307414192087e-06,
"loss": 0.121,
"step": 4180
},
{
"epoch": 7.59,
"learning_rate": 4.923573033307579e-06,
"loss": 0.1233,
"step": 4190
},
{
"epoch": 7.61,
"learning_rate": 4.854233289108849e-06,
"loss": 0.1301,
"step": 4200
},
{
"epoch": 7.63,
"learning_rate": 4.785290897241713e-06,
"loss": 0.1105,
"step": 4210
},
{
"epoch": 7.64,
"learning_rate": 4.716748557789959e-06,
"loss": 0.1471,
"step": 4220
},
{
"epoch": 7.66,
"learning_rate": 4.648608955169578e-06,
"loss": 0.1263,
"step": 4230
},
{
"epoch": 7.68,
"learning_rate": 4.580874758023634e-06,
"loss": 0.1115,
"step": 4240
},
{
"epoch": 7.7,
"learning_rate": 4.5135486191177515e-06,
"loss": 0.1129,
"step": 4250
},
{
"epoch": 7.72,
"learning_rate": 4.44663317523622e-06,
"loss": 0.1264,
"step": 4260
},
{
"epoch": 7.73,
"learning_rate": 4.380131047078736e-06,
"loss": 0.1157,
"step": 4270
},
{
"epoch": 7.75,
"learning_rate": 4.31404483915773e-06,
"loss": 0.1032,
"step": 4280
},
{
"epoch": 7.77,
"learning_rate": 4.248377139696413e-06,
"loss": 0.1303,
"step": 4290
},
{
"epoch": 7.79,
"learning_rate": 4.183130520527375e-06,
"loss": 0.1168,
"step": 4300
},
{
"epoch": 7.81,
"learning_rate": 4.118307536991874e-06,
"loss": 0.105,
"step": 4310
},
{
"epoch": 7.83,
"learning_rate": 4.053910727839753e-06,
"loss": 0.1231,
"step": 4320
},
{
"epoch": 7.84,
"learning_rate": 3.989942615130011e-06,
"loss": 0.112,
"step": 4330
},
{
"epoch": 7.86,
"learning_rate": 3.926405704132037e-06,
"loss": 0.1089,
"step": 4340
},
{
"epoch": 7.88,
"learning_rate": 3.8633024832274814e-06,
"loss": 0.1125,
"step": 4350
},
{
"epoch": 7.9,
"learning_rate": 3.8006354238128064e-06,
"loss": 0.1028,
"step": 4360
},
{
"epoch": 7.92,
"learning_rate": 3.738406980202495e-06,
"loss": 0.124,
"step": 4370
},
{
"epoch": 7.93,
"learning_rate": 3.676619589532928e-06,
"loss": 0.1104,
"step": 4380
},
{
"epoch": 7.95,
"learning_rate": 3.615275671666939e-06,
"loss": 0.1275,
"step": 4390
},
{
"epoch": 7.97,
"learning_rate": 3.5543776290990278e-06,
"loss": 0.1211,
"step": 4400
},
{
"epoch": 7.99,
"learning_rate": 3.4939278468612895e-06,
"loss": 0.1186,
"step": 4410
},
{
"epoch": 8.0,
"eval_loss": 0.44323599338531494,
"eval_runtime": 264.4678,
"eval_samples_per_second": 7.43,
"eval_steps_per_second": 3.717,
"eval_wer": 0.15612100301891443,
"step": 4416
},
{
"epoch": 8.01,
"learning_rate": 3.433928692429993e-06,
"loss": 0.1374,
"step": 4420
},
{
"epoch": 8.03,
"learning_rate": 3.3743825156328632e-06,
"loss": 0.1088,
"step": 4430
},
{
"epoch": 8.04,
"learning_rate": 3.315291648557053e-06,
"loss": 0.118,
"step": 4440
},
{
"epoch": 8.06,
"learning_rate": 3.2566584054578034e-06,
"loss": 0.1237,
"step": 4450
},
{
"epoch": 8.08,
"learning_rate": 3.198485082667818e-06,
"loss": 0.1241,
"step": 4460
},
{
"epoch": 8.1,
"learning_rate": 3.140773958507312e-06,
"loss": 0.1196,
"step": 4470
},
{
"epoch": 8.12,
"learning_rate": 3.0835272931947977e-06,
"loss": 0.1199,
"step": 4480
},
{
"epoch": 8.13,
"learning_rate": 3.026747328758562e-06,
"loss": 0.1321,
"step": 4490
},
{
"epoch": 8.15,
"learning_rate": 2.9704362889488547e-06,
"loss": 0.1182,
"step": 4500
},
{
"epoch": 8.17,
"learning_rate": 2.914596379150799e-06,
"loss": 0.1198,
"step": 4510
},
{
"epoch": 8.19,
"learning_rate": 2.859229786298018e-06,
"loss": 0.1261,
"step": 4520
},
{
"epoch": 8.21,
"learning_rate": 2.8043386787869896e-06,
"loss": 0.0969,
"step": 4530
},
{
"epoch": 8.22,
"learning_rate": 2.749925206392105e-06,
"loss": 0.1161,
"step": 4540
},
{
"epoch": 8.24,
"learning_rate": 2.6959915001815054e-06,
"loss": 0.1217,
"step": 4550
},
{
"epoch": 8.26,
"learning_rate": 2.6425396724335903e-06,
"loss": 0.1126,
"step": 4560
},
{
"epoch": 8.28,
"learning_rate": 2.589571816554313e-06,
"loss": 0.1162,
"step": 4570
},
{
"epoch": 8.3,
"learning_rate": 2.537090006995176e-06,
"loss": 0.1205,
"step": 4580
},
{
"epoch": 8.31,
"learning_rate": 2.4850962991719976e-06,
"loss": 0.1128,
"step": 4590
},
{
"epoch": 8.33,
"learning_rate": 2.4335927293844196e-06,
"loss": 0.1142,
"step": 4600
},
{
"epoch": 8.35,
"learning_rate": 2.382581314736127e-06,
"loss": 0.1202,
"step": 4610
},
{
"epoch": 8.37,
"learning_rate": 2.3320640530558856e-06,
"loss": 0.1096,
"step": 4620
},
{
"epoch": 8.39,
"learning_rate": 2.2820429228192824e-06,
"loss": 0.1187,
"step": 4630
},
{
"epoch": 8.41,
"learning_rate": 2.232519883071235e-06,
"loss": 0.1102,
"step": 4640
},
{
"epoch": 8.42,
"learning_rate": 2.1834968733492727e-06,
"loss": 0.1061,
"step": 4650
},
{
"epoch": 8.44,
"learning_rate": 2.1349758136075824e-06,
"loss": 0.1384,
"step": 4660
},
{
"epoch": 8.46,
"learning_rate": 2.086958604141792e-06,
"loss": 0.1277,
"step": 4670
},
{
"epoch": 8.48,
"learning_rate": 2.039447125514577e-06,
"loss": 0.1161,
"step": 4680
},
{
"epoch": 8.5,
"learning_rate": 1.99244323848199e-06,
"loss": 0.129,
"step": 4690
},
{
"epoch": 8.51,
"learning_rate": 1.945948783920588e-06,
"loss": 0.1116,
"step": 4700
},
{
"epoch": 8.53,
"learning_rate": 1.8999655827553396e-06,
"loss": 0.1209,
"step": 4710
},
{
"epoch": 8.55,
"learning_rate": 1.854495435888307e-06,
"loss": 0.1223,
"step": 4720
},
{
"epoch": 8.57,
"learning_rate": 1.8095401241281223e-06,
"loss": 0.1051,
"step": 4730
},
{
"epoch": 8.59,
"learning_rate": 1.7651014081202216e-06,
"loss": 0.1098,
"step": 4740
},
{
"epoch": 8.6,
"learning_rate": 1.7211810282779167e-06,
"loss": 0.1002,
"step": 4750
},
{
"epoch": 8.62,
"learning_rate": 1.6777807047142213e-06,
"loss": 0.1042,
"step": 4760
},
{
"epoch": 8.64,
"learning_rate": 1.6349021371744833e-06,
"loss": 0.1261,
"step": 4770
},
{
"epoch": 8.66,
"learning_rate": 1.5925470049698127e-06,
"loss": 0.1165,
"step": 4780
},
{
"epoch": 8.68,
"learning_rate": 1.5507169669113231e-06,
"loss": 0.1323,
"step": 4790
},
{
"epoch": 8.69,
"learning_rate": 1.5094136612451548e-06,
"loss": 0.1276,
"step": 4800
},
{
"epoch": 8.71,
"learning_rate": 1.4686387055883115e-06,
"loss": 0.1086,
"step": 4810
},
{
"epoch": 8.73,
"learning_rate": 1.4283936968653244e-06,
"loss": 0.1143,
"step": 4820
},
{
"epoch": 8.75,
"learning_rate": 1.3886802112456932e-06,
"loss": 0.103,
"step": 4830
},
{
"epoch": 8.77,
"learning_rate": 1.3494998040821644e-06,
"loss": 0.1236,
"step": 4840
},
{
"epoch": 8.79,
"learning_rate": 1.3108540098498118e-06,
"loss": 0.1089,
"step": 4850
},
{
"epoch": 8.8,
"learning_rate": 1.2727443420859457e-06,
"loss": 0.1079,
"step": 4860
},
{
"epoch": 8.82,
"learning_rate": 1.2351722933308329e-06,
"loss": 0.1074,
"step": 4870
},
{
"epoch": 8.84,
"learning_rate": 1.1981393350692389e-06,
"loss": 0.1084,
"step": 4880
},
{
"epoch": 8.86,
"learning_rate": 1.1616469176728045e-06,
"loss": 0.0873,
"step": 4890
},
{
"epoch": 8.88,
"learning_rate": 1.1256964703432404e-06,
"loss": 0.1206,
"step": 4900
},
{
"epoch": 8.89,
"learning_rate": 1.0902894010563558e-06,
"loss": 0.1115,
"step": 4910
},
{
"epoch": 8.91,
"learning_rate": 1.0554270965069078e-06,
"loss": 0.1358,
"step": 4920
},
{
"epoch": 8.93,
"learning_rate": 1.0211109220543042e-06,
"loss": 0.1051,
"step": 4930
},
{
"epoch": 8.95,
"learning_rate": 9.873422216691192e-07,
"loss": 0.1299,
"step": 4940
},
{
"epoch": 8.97,
"learning_rate": 9.541223178804626e-07,
"loss": 0.1168,
"step": 4950
},
{
"epoch": 8.98,
"learning_rate": 9.214525117241851e-07,
"loss": 0.1476,
"step": 4960
},
{
"epoch": 9.0,
"eval_loss": 0.44001781940460205,
"eval_runtime": 266.3054,
"eval_samples_per_second": 7.379,
"eval_steps_per_second": 3.691,
"eval_wer": 0.1568603290000616,
"step": 4968
},
{
"epoch": 9.0,
"learning_rate": 8.893340826919277e-07,
"loss": 0.1262,
"step": 4970
},
{
"epoch": 9.02,
"learning_rate": 8.577682886809967e-07,
"loss": 0.1109,
"step": 4980
},
{
"epoch": 9.04,
"learning_rate": 8.267563659451183e-07,
"loss": 0.116,
"step": 4990
},
{
"epoch": 9.06,
"learning_rate": 7.962995290460018e-07,
"loss": 0.1015,
"step": 5000
},
{
"epoch": 9.08,
"learning_rate": 7.663989708057867e-07,
"loss": 0.1081,
"step": 5010
},
{
"epoch": 9.09,
"learning_rate": 7.370558622603247e-07,
"loss": 0.1246,
"step": 5020
},
{
"epoch": 9.11,
"learning_rate": 7.082713526133095e-07,
"loss": 0.095,
"step": 5030
},
{
"epoch": 9.13,
"learning_rate": 6.80046569191275e-07,
"loss": 0.1126,
"step": 5040
},
{
"epoch": 9.15,
"learning_rate": 6.523826173994451e-07,
"loss": 0.1163,
"step": 5050
},
{
"epoch": 9.17,
"learning_rate": 6.252805806784323e-07,
"loss": 0.1103,
"step": 5060
},
{
"epoch": 9.18,
"learning_rate": 5.987415204618207e-07,
"loss": 0.1214,
"step": 5070
},
{
"epoch": 9.2,
"learning_rate": 5.727664761345836e-07,
"loss": 0.1037,
"step": 5080
},
{
"epoch": 9.22,
"learning_rate": 5.473564649923751e-07,
"loss": 0.1182,
"step": 5090
},
{
"epoch": 9.24,
"learning_rate": 5.225124822017014e-07,
"loss": 0.1196,
"step": 5100
},
{
"epoch": 9.26,
"learning_rate": 4.98235500760934e-07,
"loss": 0.118,
"step": 5110
},
{
"epoch": 9.28,
"learning_rate": 4.74526471462205e-07,
"loss": 0.1164,
"step": 5120
},
{
"epoch": 9.29,
"learning_rate": 4.513863228541737e-07,
"loss": 0.1037,
"step": 5130
},
{
"epoch": 9.31,
"learning_rate": 4.288159612056586e-07,
"loss": 0.1176,
"step": 5140
},
{
"epoch": 9.33,
"learning_rate": 4.068162704701417e-07,
"loss": 0.1118,
"step": 5150
},
{
"epoch": 9.35,
"learning_rate": 3.8538811225115487e-07,
"loss": 0.1076,
"step": 5160
},
{
"epoch": 9.37,
"learning_rate": 3.645323257685268e-07,
"loss": 0.1283,
"step": 5170
},
{
"epoch": 9.38,
"learning_rate": 3.4424972782552577e-07,
"loss": 0.1151,
"step": 5180
},
{
"epoch": 9.4,
"learning_rate": 3.245411127768638e-07,
"loss": 0.1257,
"step": 5190
},
{
"epoch": 9.42,
"learning_rate": 3.0540725249758317e-07,
"loss": 0.0992,
"step": 5200
},
{
"epoch": 9.44,
"learning_rate": 2.868488963528354e-07,
"loss": 0.092,
"step": 5210
},
{
"epoch": 9.46,
"learning_rate": 2.6886677116852667e-07,
"loss": 0.1196,
"step": 5220
},
{
"epoch": 9.47,
"learning_rate": 2.5146158120285366e-07,
"loss": 0.101,
"step": 5230
},
{
"epoch": 9.49,
"learning_rate": 2.346340081187226e-07,
"loss": 0.13,
"step": 5240
},
{
"epoch": 9.51,
"learning_rate": 2.1838471095705193e-07,
"loss": 0.107,
"step": 5250
},
{
"epoch": 9.53,
"learning_rate": 2.0271432611095818e-07,
"loss": 0.1083,
"step": 5260
},
{
"epoch": 9.55,
"learning_rate": 1.876234673008359e-07,
"loss": 0.1213,
"step": 5270
},
{
"epoch": 9.56,
"learning_rate": 1.7311272555032176e-07,
"loss": 0.1271,
"step": 5280
},
{
"epoch": 9.58,
"learning_rate": 1.5918266916314817e-07,
"loss": 0.1095,
"step": 5290
},
{
"epoch": 9.6,
"learning_rate": 1.4583384370087936e-07,
"loss": 0.1056,
"step": 5300
},
{
"epoch": 9.62,
"learning_rate": 1.330667719615536e-07,
"loss": 0.1094,
"step": 5310
},
{
"epoch": 9.64,
"learning_rate": 1.2088195395920433e-07,
"loss": 0.1326,
"step": 5320
},
{
"epoch": 9.65,
"learning_rate": 1.0927986690427439e-07,
"loss": 0.146,
"step": 5330
},
{
"epoch": 9.67,
"learning_rate": 9.826096518493088e-08,
"loss": 0.1094,
"step": 5340
},
{
"epoch": 9.69,
"learning_rate": 8.782568034926942e-08,
"loss": 0.1149,
"step": 5350
},
{
"epoch": 9.71,
"learning_rate": 7.797442108840925e-08,
"loss": 0.1187,
"step": 5360
},
{
"epoch": 9.73,
"learning_rate": 6.870757322049115e-08,
"loss": 0.1169,
"step": 5370
},
{
"epoch": 9.75,
"learning_rate": 6.002549967556115e-08,
"loss": 0.119,
"step": 5380
},
{
"epoch": 9.76,
"learning_rate": 5.192854048136686e-08,
"loss": 0.1128,
"step": 5390
},
{
"epoch": 9.78,
"learning_rate": 4.4417012750028184e-08,
"loss": 0.0996,
"step": 5400
},
{
"epoch": 9.8,
"learning_rate": 3.749121066562722e-08,
"loss": 0.1137,
"step": 5410
},
{
"epoch": 9.82,
"learning_rate": 3.1151405472682473e-08,
"loss": 0.1355,
"step": 5420
},
{
"epoch": 9.84,
"learning_rate": 2.539784546552737e-08,
"loss": 0.1119,
"step": 5430
},
{
"epoch": 9.85,
"learning_rate": 2.023075597858137e-08,
"loss": 0.0973,
"step": 5440
},
{
"epoch": 9.87,
"learning_rate": 1.565033937753535e-08,
"loss": 0.1047,
"step": 5450
},
{
"epoch": 9.89,
"learning_rate": 1.1656775051416269e-08,
"loss": 0.1145,
"step": 5460
},
{
"epoch": 9.91,
"learning_rate": 8.250219405561143e-09,
"loss": 0.1192,
"step": 5470
},
{
"epoch": 9.93,
"learning_rate": 5.43080585550193e-09,
"loss": 0.1005,
"step": 5480
},
{
"epoch": 9.94,
"learning_rate": 3.1986448217280473e-09,
"loss": 0.0922,
"step": 5490
},
{
"epoch": 9.96,
"learning_rate": 1.5538237253698296e-09,
"loss": 0.1108,
"step": 5500
},
{
"epoch": 9.98,
"learning_rate": 4.964069847746e-10,
"loss": 0.1182,
"step": 5510
},
{
"epoch": 10.0,
"learning_rate": 2.643601297536158e-11,
"loss": 0.1027,
"step": 5520
},
{
"epoch": 10.0,
"eval_loss": 0.4389209449291229,
"eval_runtime": 264.316,
"eval_samples_per_second": 7.434,
"eval_steps_per_second": 3.719,
"eval_wer": 0.15538167703776723,
"step": 5520
},
{
"epoch": 10.0,
"step": 5520,
"total_flos": 5.359318129634805e+19,
"train_loss": 0.17298849649403406,
"train_runtime": 39630.996,
"train_samples_per_second": 4.462,
"train_steps_per_second": 0.139
}
],
"max_steps": 5520,
"num_train_epochs": 10,
"total_flos": 5.359318129634805e+19,
"trial_name": null,
"trial_params": null
}