minilmv2-L6-H384-squad1.1 / trainer_state.json
sguskin's picture
Upload trainer_state.json
c172364
raw
history blame
28.6 kB
{
"best_metric": 88.70164904870342,
"best_model_checkpoint": "output/ft_minilm_roberta_base_tokenizer/checkpoint-55000",
"epoch": 4.9679342426158435,
"global_step": 55000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 2.972902176858459e-05,
"loss": 3.6092,
"step": 500
},
{
"epoch": 0.05,
"eval_exact_match": 38.34437086092715,
"eval_f1": 53.04195171599385,
"step": 500
},
{
"epoch": 0.09,
"learning_rate": 2.9458043537169182e-05,
"loss": 2.3309,
"step": 1000
},
{
"epoch": 0.09,
"eval_exact_match": 57.48344370860927,
"eval_f1": 69.86399789823338,
"step": 1000
},
{
"epoch": 0.14,
"learning_rate": 2.9187065305753772e-05,
"loss": 1.869,
"step": 1500
},
{
"epoch": 0.14,
"eval_exact_match": 60.8325449385052,
"eval_f1": 73.39213373938078,
"step": 1500
},
{
"epoch": 0.18,
"learning_rate": 2.8916087074338363e-05,
"loss": 1.714,
"step": 2000
},
{
"epoch": 0.18,
"eval_exact_match": 67.55912961210974,
"eval_f1": 78.46892865109527,
"step": 2000
},
{
"epoch": 0.23,
"learning_rate": 2.864510884292295e-05,
"loss": 1.596,
"step": 2500
},
{
"epoch": 0.23,
"eval_exact_match": 69.00662251655629,
"eval_f1": 79.38516098327496,
"step": 2500
},
{
"epoch": 0.27,
"learning_rate": 2.8374130611507544e-05,
"loss": 1.4757,
"step": 3000
},
{
"epoch": 0.27,
"eval_exact_match": 70.37842951750237,
"eval_f1": 80.6431787888757,
"step": 3000
},
{
"epoch": 0.32,
"learning_rate": 2.8103152380092135e-05,
"loss": 1.4583,
"step": 3500
},
{
"epoch": 0.32,
"eval_exact_match": 70.35004730368969,
"eval_f1": 80.79000685737387,
"step": 3500
},
{
"epoch": 0.36,
"learning_rate": 2.783217414867672e-05,
"loss": 1.409,
"step": 4000
},
{
"epoch": 0.36,
"eval_exact_match": 72.25165562913908,
"eval_f1": 81.90341789407236,
"step": 4000
},
{
"epoch": 0.41,
"learning_rate": 2.7561195917261312e-05,
"loss": 1.3424,
"step": 4500
},
{
"epoch": 0.41,
"eval_exact_match": 72.48817407757805,
"eval_f1": 82.40953492685638,
"step": 4500
},
{
"epoch": 0.45,
"learning_rate": 2.7290217685845906e-05,
"loss": 1.35,
"step": 5000
},
{
"epoch": 0.45,
"eval_exact_match": 73.56669820245979,
"eval_f1": 83.04642576372542,
"step": 5000
},
{
"epoch": 0.5,
"learning_rate": 2.7019239454430493e-05,
"loss": 1.3199,
"step": 5500
},
{
"epoch": 0.5,
"eval_exact_match": 73.97350993377484,
"eval_f1": 83.20596198058827,
"step": 5500
},
{
"epoch": 0.54,
"learning_rate": 2.6748261223015084e-05,
"loss": 1.2529,
"step": 6000
},
{
"epoch": 0.54,
"eval_exact_match": 74.53169347209082,
"eval_f1": 83.5595619348799,
"step": 6000
},
{
"epoch": 0.59,
"learning_rate": 2.6477282991599678e-05,
"loss": 1.2637,
"step": 6500
},
{
"epoch": 0.59,
"eval_exact_match": 75.10879848628193,
"eval_f1": 84.03364368528639,
"step": 6500
},
{
"epoch": 0.63,
"learning_rate": 2.6206304760184265e-05,
"loss": 1.2265,
"step": 7000
},
{
"epoch": 0.63,
"eval_exact_match": 74.9763481551561,
"eval_f1": 84.28762156566786,
"step": 7000
},
{
"epoch": 0.68,
"learning_rate": 2.5935326528768855e-05,
"loss": 1.2274,
"step": 7500
},
{
"epoch": 0.68,
"eval_exact_match": 74.78713339640493,
"eval_f1": 84.24767651424737,
"step": 7500
},
{
"epoch": 0.72,
"learning_rate": 2.5664348297353446e-05,
"loss": 1.2305,
"step": 8000
},
{
"epoch": 0.72,
"eval_exact_match": 75.47776726584674,
"eval_f1": 84.74489870588677,
"step": 8000
},
{
"epoch": 0.77,
"learning_rate": 2.539337006593804e-05,
"loss": 1.2175,
"step": 8500
},
{
"epoch": 0.77,
"eval_exact_match": 76.7833491012299,
"eval_f1": 85.271914926584,
"step": 8500
},
{
"epoch": 0.81,
"learning_rate": 2.5122391834522627e-05,
"loss": 1.182,
"step": 9000
},
{
"epoch": 0.81,
"eval_exact_match": 76.45222327341533,
"eval_f1": 85.33283456122666,
"step": 9000
},
{
"epoch": 0.86,
"learning_rate": 2.4851413603107218e-05,
"loss": 1.1853,
"step": 9500
},
{
"epoch": 0.86,
"eval_exact_match": 76.96310312204352,
"eval_f1": 85.2924473992702,
"step": 9500
},
{
"epoch": 0.9,
"learning_rate": 2.4580435371691808e-05,
"loss": 1.1664,
"step": 10000
},
{
"epoch": 0.9,
"eval_exact_match": 76.04541154210028,
"eval_f1": 85.02171266178281,
"step": 10000
},
{
"epoch": 0.95,
"learning_rate": 2.43094571402764e-05,
"loss": 1.1932,
"step": 10500
},
{
"epoch": 0.95,
"eval_exact_match": 75.78051087984863,
"eval_f1": 85.14984769166524,
"step": 10500
},
{
"epoch": 0.99,
"learning_rate": 2.403847890886099e-05,
"loss": 1.1671,
"step": 11000
},
{
"epoch": 0.99,
"eval_exact_match": 77.6158940397351,
"eval_f1": 85.8681189259958,
"step": 11000
},
{
"epoch": 1.04,
"learning_rate": 2.376750067744558e-05,
"loss": 1.028,
"step": 11500
},
{
"epoch": 1.04,
"eval_exact_match": 77.33207190160833,
"eval_f1": 86.13476093529944,
"step": 11500
},
{
"epoch": 1.08,
"learning_rate": 2.349652244603017e-05,
"loss": 1.0269,
"step": 12000
},
{
"epoch": 1.08,
"eval_exact_match": 77.31315042573321,
"eval_f1": 85.78642346203148,
"step": 12000
},
{
"epoch": 1.13,
"learning_rate": 2.322554421461476e-05,
"loss": 1.0276,
"step": 12500
},
{
"epoch": 1.13,
"eval_exact_match": 77.62535477767265,
"eval_f1": 86.04542466345086,
"step": 12500
},
{
"epoch": 1.17,
"learning_rate": 2.295456598319935e-05,
"loss": 1.0251,
"step": 13000
},
{
"epoch": 1.17,
"eval_exact_match": 77.96594134342479,
"eval_f1": 86.0039567640003,
"step": 13000
},
{
"epoch": 1.22,
"learning_rate": 2.268358775178394e-05,
"loss": 1.0153,
"step": 13500
},
{
"epoch": 1.22,
"eval_exact_match": 77.918637653737,
"eval_f1": 85.94724245197462,
"step": 13500
},
{
"epoch": 1.26,
"learning_rate": 2.2412609520368532e-05,
"loss": 1.0273,
"step": 14000
},
{
"epoch": 1.26,
"eval_exact_match": 77.88079470198676,
"eval_f1": 86.43469515459539,
"step": 14000
},
{
"epoch": 1.31,
"learning_rate": 2.2141631288953123e-05,
"loss": 1.0184,
"step": 14500
},
{
"epoch": 1.31,
"eval_exact_match": 78.30652790917692,
"eval_f1": 86.49960884571237,
"step": 14500
},
{
"epoch": 1.35,
"learning_rate": 2.187065305753771e-05,
"loss": 1.0129,
"step": 15000
},
{
"epoch": 1.35,
"eval_exact_match": 77.84295175023652,
"eval_f1": 86.34551242938619,
"step": 15000
},
{
"epoch": 1.4,
"learning_rate": 2.15996748261223e-05,
"loss": 1.0298,
"step": 15500
},
{
"epoch": 1.4,
"eval_exact_match": 78.36329233680227,
"eval_f1": 86.62513916601708,
"step": 15500
},
{
"epoch": 1.45,
"learning_rate": 2.1328696594706894e-05,
"loss": 0.9999,
"step": 16000
},
{
"epoch": 1.45,
"eval_exact_match": 78.59981078524125,
"eval_f1": 86.75304072732975,
"step": 16000
},
{
"epoch": 1.49,
"learning_rate": 2.105771836329148e-05,
"loss": 0.957,
"step": 16500
},
{
"epoch": 1.49,
"eval_exact_match": 78.69441816461683,
"eval_f1": 86.9310767775865,
"step": 16500
},
{
"epoch": 1.54,
"learning_rate": 2.0786740131876072e-05,
"loss": 1.0023,
"step": 17000
},
{
"epoch": 1.54,
"eval_exact_match": 78.80794701986756,
"eval_f1": 87.1131371682942,
"step": 17000
},
{
"epoch": 1.58,
"learning_rate": 2.0515761900460666e-05,
"loss": 0.999,
"step": 17500
},
{
"epoch": 1.58,
"eval_exact_match": 78.69441816461683,
"eval_f1": 86.85637778000766,
"step": 17500
},
{
"epoch": 1.63,
"learning_rate": 2.0244783669045253e-05,
"loss": 1.0011,
"step": 18000
},
{
"epoch": 1.63,
"eval_exact_match": 79.120151371807,
"eval_f1": 87.31859279800312,
"step": 18000
},
{
"epoch": 1.67,
"learning_rate": 1.9973805437629844e-05,
"loss": 1.0053,
"step": 18500
},
{
"epoch": 1.67,
"eval_exact_match": 79.29990539262063,
"eval_f1": 87.20927813197312,
"step": 18500
},
{
"epoch": 1.72,
"learning_rate": 1.9702827206214434e-05,
"loss": 0.9997,
"step": 19000
},
{
"epoch": 1.72,
"eval_exact_match": 79.0728476821192,
"eval_f1": 87.14281225266565,
"step": 19000
},
{
"epoch": 1.76,
"learning_rate": 1.9431848974799025e-05,
"loss": 0.9993,
"step": 19500
},
{
"epoch": 1.76,
"eval_exact_match": 78.77010406811732,
"eval_f1": 86.96515368656466,
"step": 19500
},
{
"epoch": 1.81,
"learning_rate": 1.9160870743383615e-05,
"loss": 0.9712,
"step": 20000
},
{
"epoch": 1.81,
"eval_exact_match": 78.86471144749291,
"eval_f1": 87.139815910334,
"step": 20000
},
{
"epoch": 1.85,
"learning_rate": 1.8889892511968206e-05,
"loss": 0.9586,
"step": 20500
},
{
"epoch": 1.85,
"eval_exact_match": 79.60264900662251,
"eval_f1": 87.67189897254278,
"step": 20500
},
{
"epoch": 1.9,
"learning_rate": 1.8618914280552793e-05,
"loss": 0.9855,
"step": 21000
},
{
"epoch": 1.9,
"eval_exact_match": 79.29044465468307,
"eval_f1": 87.35142110336871,
"step": 21000
},
{
"epoch": 1.94,
"learning_rate": 1.8347936049137387e-05,
"loss": 0.9577,
"step": 21500
},
{
"epoch": 1.94,
"eval_exact_match": 79.71617786187322,
"eval_f1": 87.58757029471191,
"step": 21500
},
{
"epoch": 1.99,
"learning_rate": 1.8076957817721978e-05,
"loss": 0.9764,
"step": 22000
},
{
"epoch": 1.99,
"eval_exact_match": 79.45127719962157,
"eval_f1": 87.47183032338337,
"step": 22000
},
{
"epoch": 2.03,
"learning_rate": 1.7805979586306565e-05,
"loss": 0.8665,
"step": 22500
},
{
"epoch": 2.03,
"eval_exact_match": 79.66887417218543,
"eval_f1": 87.64021806679038,
"step": 22500
},
{
"epoch": 2.08,
"learning_rate": 1.753500135489116e-05,
"loss": 0.8516,
"step": 23000
},
{
"epoch": 2.08,
"eval_exact_match": 79.66887417218543,
"eval_f1": 87.7551254398469,
"step": 23000
},
{
"epoch": 2.12,
"learning_rate": 1.726402312347575e-05,
"loss": 0.8475,
"step": 23500
},
{
"epoch": 2.12,
"eval_exact_match": 79.2336802270577,
"eval_f1": 87.42734800717938,
"step": 23500
},
{
"epoch": 2.17,
"learning_rate": 1.699304489206034e-05,
"loss": 0.8682,
"step": 24000
},
{
"epoch": 2.17,
"eval_exact_match": 79.85808893093662,
"eval_f1": 87.76673576734072,
"step": 24000
},
{
"epoch": 2.21,
"learning_rate": 1.6722066660644927e-05,
"loss": 0.885,
"step": 24500
},
{
"epoch": 2.21,
"eval_exact_match": 79.52696310312204,
"eval_f1": 87.60864611417429,
"step": 24500
},
{
"epoch": 2.26,
"learning_rate": 1.645108842922952e-05,
"loss": 0.8821,
"step": 25000
},
{
"epoch": 2.26,
"eval_exact_match": 79.99053926206244,
"eval_f1": 87.83466920921494,
"step": 25000
},
{
"epoch": 2.3,
"learning_rate": 1.618011019781411e-05,
"loss": 0.8379,
"step": 25500
},
{
"epoch": 2.3,
"eval_exact_match": 79.68779564806054,
"eval_f1": 87.65155459405366,
"step": 25500
},
{
"epoch": 2.35,
"learning_rate": 1.59091319663987e-05,
"loss": 0.8406,
"step": 26000
},
{
"epoch": 2.35,
"eval_exact_match": 79.71617786187322,
"eval_f1": 87.80269063903106,
"step": 26000
},
{
"epoch": 2.39,
"learning_rate": 1.563815373498329e-05,
"loss": 0.8817,
"step": 26500
},
{
"epoch": 2.39,
"eval_exact_match": 79.76348155156103,
"eval_f1": 87.6863825089024,
"step": 26500
},
{
"epoch": 2.44,
"learning_rate": 1.5367175503567883e-05,
"loss": 0.8487,
"step": 27000
},
{
"epoch": 2.44,
"eval_exact_match": 79.87701040681173,
"eval_f1": 87.85589778459244,
"step": 27000
},
{
"epoch": 2.48,
"learning_rate": 1.509619727215247e-05,
"loss": 0.8474,
"step": 27500
},
{
"epoch": 2.48,
"eval_exact_match": 80.13245033112582,
"eval_f1": 87.88619033429767,
"step": 27500
},
{
"epoch": 2.53,
"learning_rate": 1.482521904073706e-05,
"loss": 0.844,
"step": 28000
},
{
"epoch": 2.53,
"eval_exact_match": 80.22705771050141,
"eval_f1": 87.94538843278356,
"step": 28000
},
{
"epoch": 2.57,
"learning_rate": 1.4554240809321651e-05,
"loss": 0.8165,
"step": 28500
},
{
"epoch": 2.57,
"eval_exact_match": 80.1135288552507,
"eval_f1": 87.94195235666041,
"step": 28500
},
{
"epoch": 2.62,
"learning_rate": 1.4283262577906243e-05,
"loss": 0.8857,
"step": 29000
},
{
"epoch": 2.62,
"eval_exact_match": 80.3027436140019,
"eval_f1": 88.06711014071337,
"step": 29000
},
{
"epoch": 2.66,
"learning_rate": 1.4012284346490832e-05,
"loss": 0.8881,
"step": 29500
},
{
"epoch": 2.66,
"eval_exact_match": 79.46073793755913,
"eval_f1": 87.63361243864426,
"step": 29500
},
{
"epoch": 2.71,
"learning_rate": 1.3741306115075423e-05,
"loss": 0.8478,
"step": 30000
},
{
"epoch": 2.71,
"eval_exact_match": 80.24597918637653,
"eval_f1": 88.16985739641302,
"step": 30000
},
{
"epoch": 2.75,
"learning_rate": 1.3470327883660013e-05,
"loss": 0.8322,
"step": 30500
},
{
"epoch": 2.75,
"eval_exact_match": 80.13245033112582,
"eval_f1": 87.86660396184342,
"step": 30500
},
{
"epoch": 2.8,
"learning_rate": 1.3199349652244604e-05,
"loss": 0.8407,
"step": 31000
},
{
"epoch": 2.8,
"eval_exact_match": 80.07568590350047,
"eval_f1": 87.92805047246172,
"step": 31000
},
{
"epoch": 2.85,
"learning_rate": 1.2928371420829193e-05,
"loss": 0.8427,
"step": 31500
},
{
"epoch": 2.85,
"eval_exact_match": 80.17975402081362,
"eval_f1": 88.0783939864499,
"step": 31500
},
{
"epoch": 2.89,
"learning_rate": 1.2657393189413785e-05,
"loss": 0.8334,
"step": 32000
},
{
"epoch": 2.89,
"eval_exact_match": 80.19867549668874,
"eval_f1": 88.06310378279342,
"step": 32000
},
{
"epoch": 2.94,
"learning_rate": 1.2386414957998374e-05,
"loss": 0.8234,
"step": 32500
},
{
"epoch": 2.94,
"eval_exact_match": 80.22705771050141,
"eval_f1": 88.08144574072385,
"step": 32500
},
{
"epoch": 2.98,
"learning_rate": 1.2115436726582964e-05,
"loss": 0.8344,
"step": 33000
},
{
"epoch": 2.98,
"eval_exact_match": 80.66225165562913,
"eval_f1": 88.25754342761562,
"step": 33000
},
{
"epoch": 3.03,
"learning_rate": 1.1844458495167555e-05,
"loss": 0.7908,
"step": 33500
},
{
"epoch": 3.03,
"eval_exact_match": 80.3027436140019,
"eval_f1": 88.2107177195419,
"step": 33500
},
{
"epoch": 3.07,
"learning_rate": 1.1573480263752145e-05,
"loss": 0.7268,
"step": 34000
},
{
"epoch": 3.07,
"eval_exact_match": 80.47303689687796,
"eval_f1": 88.33146167313825,
"step": 34000
},
{
"epoch": 3.12,
"learning_rate": 1.1302502032336736e-05,
"loss": 0.7416,
"step": 34500
},
{
"epoch": 3.12,
"eval_exact_match": 80.33112582781457,
"eval_f1": 88.20770283656012,
"step": 34500
},
{
"epoch": 3.16,
"learning_rate": 1.1031523800921326e-05,
"loss": 0.7289,
"step": 35000
},
{
"epoch": 3.16,
"eval_exact_match": 80.27436140018922,
"eval_f1": 88.08675881507963,
"step": 35000
},
{
"epoch": 3.21,
"learning_rate": 1.0760545569505917e-05,
"loss": 0.7338,
"step": 35500
},
{
"epoch": 3.21,
"eval_exact_match": 80.32166508987702,
"eval_f1": 88.24483276676646,
"step": 35500
},
{
"epoch": 3.25,
"learning_rate": 1.0489567338090507e-05,
"loss": 0.7992,
"step": 36000
},
{
"epoch": 3.25,
"eval_exact_match": 80.48249763481552,
"eval_f1": 88.24667332064766,
"step": 36000
},
{
"epoch": 3.3,
"learning_rate": 1.0218589106675098e-05,
"loss": 0.7497,
"step": 36500
},
{
"epoch": 3.3,
"eval_exact_match": 80.0,
"eval_f1": 87.95371777369881,
"step": 36500
},
{
"epoch": 3.34,
"learning_rate": 9.947610875259687e-06,
"loss": 0.7389,
"step": 37000
},
{
"epoch": 3.34,
"eval_exact_match": 80.45411542100284,
"eval_f1": 88.24729821889156,
"step": 37000
},
{
"epoch": 3.39,
"learning_rate": 9.676632643844279e-06,
"loss": 0.748,
"step": 37500
},
{
"epoch": 3.39,
"eval_exact_match": 80.49195837275307,
"eval_f1": 88.27202955999378,
"step": 37500
},
{
"epoch": 3.43,
"learning_rate": 9.405654412428868e-06,
"loss": 0.7528,
"step": 38000
},
{
"epoch": 3.43,
"eval_exact_match": 80.59602649006622,
"eval_f1": 88.27897205791908,
"step": 38000
},
{
"epoch": 3.48,
"learning_rate": 9.134676181013458e-06,
"loss": 0.7544,
"step": 38500
},
{
"epoch": 3.48,
"eval_exact_match": 80.71901608325449,
"eval_f1": 88.29085294791585,
"step": 38500
},
{
"epoch": 3.52,
"learning_rate": 8.863697949598049e-06,
"loss": 0.7185,
"step": 39000
},
{
"epoch": 3.52,
"eval_exact_match": 80.77578051087986,
"eval_f1": 88.45178084091113,
"step": 39000
},
{
"epoch": 3.57,
"learning_rate": 8.59271971818264e-06,
"loss": 0.711,
"step": 39500
},
{
"epoch": 3.57,
"eval_exact_match": 80.54872280037843,
"eval_f1": 88.23006827695103,
"step": 39500
},
{
"epoch": 3.61,
"learning_rate": 8.32174148676723e-06,
"loss": 0.7767,
"step": 40000
},
{
"epoch": 3.61,
"eval_exact_match": 80.51087984862819,
"eval_f1": 88.21518807166053,
"step": 40000
},
{
"epoch": 3.66,
"learning_rate": 8.05076325535182e-06,
"loss": 0.7299,
"step": 40500
},
{
"epoch": 3.66,
"eval_exact_match": 80.42573320719016,
"eval_f1": 88.14657248237756,
"step": 40500
},
{
"epoch": 3.7,
"learning_rate": 7.779785023936411e-06,
"loss": 0.7443,
"step": 41000
},
{
"epoch": 3.7,
"eval_exact_match": 80.45411542100284,
"eval_f1": 88.25882487493044,
"step": 41000
},
{
"epoch": 3.75,
"learning_rate": 7.508806792521e-06,
"loss": 0.7672,
"step": 41500
},
{
"epoch": 3.75,
"eval_exact_match": 80.79470198675497,
"eval_f1": 88.35767687765708,
"step": 41500
},
{
"epoch": 3.79,
"learning_rate": 7.237828561105591e-06,
"loss": 0.7466,
"step": 42000
},
{
"epoch": 3.79,
"eval_exact_match": 80.81362346263009,
"eval_f1": 88.49878983679895,
"step": 42000
},
{
"epoch": 3.84,
"learning_rate": 6.966850329690182e-06,
"loss": 0.7294,
"step": 42500
},
{
"epoch": 3.84,
"eval_exact_match": 80.66225165562913,
"eval_f1": 88.4219719582272,
"step": 42500
},
{
"epoch": 3.88,
"learning_rate": 6.695872098274772e-06,
"loss": 0.7554,
"step": 43000
},
{
"epoch": 3.88,
"eval_exact_match": 80.80416272469253,
"eval_f1": 88.36066468276921,
"step": 43000
},
{
"epoch": 3.93,
"learning_rate": 6.424893866859363e-06,
"loss": 0.761,
"step": 43500
},
{
"epoch": 3.93,
"eval_exact_match": 80.63386944181646,
"eval_f1": 88.41315914502825,
"step": 43500
},
{
"epoch": 3.97,
"learning_rate": 6.1539156354439526e-06,
"loss": 0.7363,
"step": 44000
},
{
"epoch": 3.97,
"eval_exact_match": 80.65279091769158,
"eval_f1": 88.34571302471203,
"step": 44000
},
{
"epoch": 4.02,
"learning_rate": 5.882937404028543e-06,
"loss": 0.7057,
"step": 44500
},
{
"epoch": 4.02,
"eval_exact_match": 80.91769157994324,
"eval_f1": 88.47587754641178,
"step": 44500
},
{
"epoch": 4.06,
"learning_rate": 5.611959172613134e-06,
"loss": 0.6499,
"step": 45000
},
{
"epoch": 4.06,
"eval_exact_match": 80.9271523178808,
"eval_f1": 88.48670524401668,
"step": 45000
},
{
"epoch": 4.11,
"learning_rate": 5.340980941197724e-06,
"loss": 0.6538,
"step": 45500
},
{
"epoch": 4.11,
"eval_exact_match": 80.89877010406812,
"eval_f1": 88.44196466728391,
"step": 45500
},
{
"epoch": 4.15,
"learning_rate": 5.070002709782314e-06,
"loss": 0.6996,
"step": 46000
},
{
"epoch": 4.15,
"eval_exact_match": 80.98391674550615,
"eval_f1": 88.49930789298939,
"step": 46000
},
{
"epoch": 4.2,
"learning_rate": 4.799024478366904e-06,
"loss": 0.6394,
"step": 46500
},
{
"epoch": 4.2,
"eval_exact_match": 80.6244087038789,
"eval_f1": 88.34556116700644,
"step": 46500
},
{
"epoch": 4.25,
"learning_rate": 4.528046246951495e-06,
"loss": 0.6721,
"step": 47000
},
{
"epoch": 4.25,
"eval_exact_match": 80.83254493850521,
"eval_f1": 88.44910098996408,
"step": 47000
},
{
"epoch": 4.29,
"learning_rate": 4.257068015536085e-06,
"loss": 0.6854,
"step": 47500
},
{
"epoch": 4.29,
"eval_exact_match": 80.86092715231788,
"eval_f1": 88.53212448905681,
"step": 47500
},
{
"epoch": 4.34,
"learning_rate": 3.986089784120676e-06,
"loss": 0.6761,
"step": 48000
},
{
"epoch": 4.34,
"eval_exact_match": 80.6717123935667,
"eval_f1": 88.4448096587991,
"step": 48000
},
{
"epoch": 4.38,
"learning_rate": 3.715111552705266e-06,
"loss": 0.6943,
"step": 48500
},
{
"epoch": 4.38,
"eval_exact_match": 80.52980132450331,
"eval_f1": 88.33280893923866,
"step": 48500
},
{
"epoch": 4.43,
"learning_rate": 3.444133321289856e-06,
"loss": 0.6655,
"step": 49000
},
{
"epoch": 4.43,
"eval_exact_match": 80.93661305581836,
"eval_f1": 88.56888817902892,
"step": 49000
},
{
"epoch": 4.47,
"learning_rate": 3.173155089874447e-06,
"loss": 0.7029,
"step": 49500
},
{
"epoch": 4.47,
"eval_exact_match": 80.84200567644277,
"eval_f1": 88.51593698418615,
"step": 49500
},
{
"epoch": 4.52,
"learning_rate": 2.9021768584590373e-06,
"loss": 0.6648,
"step": 50000
},
{
"epoch": 4.52,
"eval_exact_match": 80.83254493850521,
"eval_f1": 88.61534249704374,
"step": 50000
},
{
"epoch": 4.56,
"learning_rate": 2.6311986270436274e-06,
"loss": 0.6901,
"step": 50500
},
{
"epoch": 4.56,
"eval_exact_match": 80.94607379375591,
"eval_f1": 88.66269781300855,
"step": 50500
},
{
"epoch": 4.61,
"learning_rate": 2.360220395628218e-06,
"loss": 0.6784,
"step": 51000
},
{
"epoch": 4.61,
"eval_exact_match": 80.879848628193,
"eval_f1": 88.58225782143238,
"step": 51000
},
{
"epoch": 4.65,
"learning_rate": 2.089242164212808e-06,
"loss": 0.6543,
"step": 51500
},
{
"epoch": 4.65,
"eval_exact_match": 80.99337748344371,
"eval_f1": 88.67206922431193,
"step": 51500
},
{
"epoch": 4.7,
"learning_rate": 1.8182639327973986e-06,
"loss": 0.6419,
"step": 52000
},
{
"epoch": 4.7,
"eval_exact_match": 80.97445600756859,
"eval_f1": 88.6884615459273,
"step": 52000
},
{
"epoch": 4.74,
"learning_rate": 1.5472857013819889e-06,
"loss": 0.6617,
"step": 52500
},
{
"epoch": 4.74,
"eval_exact_match": 80.85146641438033,
"eval_f1": 88.58266438928703,
"step": 52500
},
{
"epoch": 4.79,
"learning_rate": 1.2763074699665794e-06,
"loss": 0.7022,
"step": 53000
},
{
"epoch": 4.79,
"eval_exact_match": 80.89877010406812,
"eval_f1": 88.62217290793005,
"step": 53000
},
{
"epoch": 4.83,
"learning_rate": 1.0053292385511697e-06,
"loss": 0.662,
"step": 53500
},
{
"epoch": 4.83,
"eval_exact_match": 80.96499526963103,
"eval_f1": 88.5709480325892,
"step": 53500
},
{
"epoch": 4.88,
"learning_rate": 7.343510071357602e-07,
"loss": 0.6708,
"step": 54000
},
{
"epoch": 4.88,
"eval_exact_match": 80.83254493850521,
"eval_f1": 88.61340923000925,
"step": 54000
},
{
"epoch": 4.92,
"learning_rate": 4.6337277572035044e-07,
"loss": 0.6504,
"step": 54500
},
{
"epoch": 4.92,
"eval_exact_match": 81.01229895931883,
"eval_f1": 88.68117331158336,
"step": 54500
},
{
"epoch": 4.97,
"learning_rate": 1.9239454430494084e-07,
"loss": 0.6681,
"step": 55000
},
{
"epoch": 4.97,
"eval_exact_match": 81.03122043519394,
"eval_f1": 88.70164904870342,
"step": 55000
}
],
"max_steps": 55355,
"num_train_epochs": 5,
"total_flos": 1.079484291072e+16,
"trial_name": null,
"trial_params": null
}