mdeberta-v3-base-qnli-1 / trainer_state.json
tmnam20's picture
Upload trainer_state.json with huggingface_hub
e607bd5 verified
raw
history blame contribute delete
No virus
29.1 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 9822,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 1.9898187741804116e-05,
"loss": 0.6598,
"step": 50
},
{
"epoch": 0.03,
"learning_rate": 1.9796375483608227e-05,
"loss": 0.5228,
"step": 100
},
{
"epoch": 0.05,
"learning_rate": 1.9694563225412342e-05,
"loss": 0.497,
"step": 150
},
{
"epoch": 0.06,
"learning_rate": 1.9592750967216453e-05,
"loss": 0.4408,
"step": 200
},
{
"epoch": 0.08,
"learning_rate": 1.9490938709020567e-05,
"loss": 0.4448,
"step": 250
},
{
"epoch": 0.09,
"learning_rate": 1.938912645082468e-05,
"loss": 0.4463,
"step": 300
},
{
"epoch": 0.11,
"learning_rate": 1.9287314192628793e-05,
"loss": 0.4082,
"step": 350
},
{
"epoch": 0.12,
"learning_rate": 1.9185501934432908e-05,
"loss": 0.3797,
"step": 400
},
{
"epoch": 0.14,
"learning_rate": 1.9083689676237022e-05,
"loss": 0.3788,
"step": 450
},
{
"epoch": 0.15,
"learning_rate": 1.8981877418041133e-05,
"loss": 0.3768,
"step": 500
},
{
"epoch": 0.15,
"eval_accuracy": 0.8596009518579535,
"eval_loss": 0.32905828952789307,
"eval_runtime": 22.1973,
"eval_samples_per_second": 246.111,
"eval_steps_per_second": 15.407,
"step": 500
},
{
"epoch": 0.17,
"learning_rate": 1.8880065159845248e-05,
"loss": 0.3778,
"step": 550
},
{
"epoch": 0.18,
"learning_rate": 1.8778252901649362e-05,
"loss": 0.3649,
"step": 600
},
{
"epoch": 0.2,
"learning_rate": 1.8676440643453473e-05,
"loss": 0.3916,
"step": 650
},
{
"epoch": 0.21,
"learning_rate": 1.8574628385257588e-05,
"loss": 0.3771,
"step": 700
},
{
"epoch": 0.23,
"learning_rate": 1.84728161270617e-05,
"loss": 0.351,
"step": 750
},
{
"epoch": 0.24,
"learning_rate": 1.8371003868865813e-05,
"loss": 0.3846,
"step": 800
},
{
"epoch": 0.26,
"learning_rate": 1.8269191610669924e-05,
"loss": 0.3772,
"step": 850
},
{
"epoch": 0.27,
"learning_rate": 1.816737935247404e-05,
"loss": 0.362,
"step": 900
},
{
"epoch": 0.29,
"learning_rate": 1.8065567094278153e-05,
"loss": 0.3513,
"step": 950
},
{
"epoch": 0.31,
"learning_rate": 1.7963754836082265e-05,
"loss": 0.3506,
"step": 1000
},
{
"epoch": 0.31,
"eval_accuracy": 0.8751601684056379,
"eval_loss": 0.29611584544181824,
"eval_runtime": 22.2495,
"eval_samples_per_second": 245.533,
"eval_steps_per_second": 15.371,
"step": 1000
},
{
"epoch": 0.32,
"learning_rate": 1.786194257788638e-05,
"loss": 0.3303,
"step": 1050
},
{
"epoch": 0.34,
"learning_rate": 1.776013031969049e-05,
"loss": 0.3324,
"step": 1100
},
{
"epoch": 0.35,
"learning_rate": 1.7658318061494605e-05,
"loss": 0.3435,
"step": 1150
},
{
"epoch": 0.37,
"learning_rate": 1.755650580329872e-05,
"loss": 0.3444,
"step": 1200
},
{
"epoch": 0.38,
"learning_rate": 1.7454693545102834e-05,
"loss": 0.3299,
"step": 1250
},
{
"epoch": 0.4,
"learning_rate": 1.7352881286906945e-05,
"loss": 0.338,
"step": 1300
},
{
"epoch": 0.41,
"learning_rate": 1.725106902871106e-05,
"loss": 0.3504,
"step": 1350
},
{
"epoch": 0.43,
"learning_rate": 1.7149256770515174e-05,
"loss": 0.3224,
"step": 1400
},
{
"epoch": 0.44,
"learning_rate": 1.7047444512319285e-05,
"loss": 0.3374,
"step": 1450
},
{
"epoch": 0.46,
"learning_rate": 1.69456322541234e-05,
"loss": 0.3417,
"step": 1500
},
{
"epoch": 0.46,
"eval_accuracy": 0.8808347062053816,
"eval_loss": 0.2916673719882965,
"eval_runtime": 22.2689,
"eval_samples_per_second": 245.32,
"eval_steps_per_second": 15.358,
"step": 1500
},
{
"epoch": 0.47,
"learning_rate": 1.684381999592751e-05,
"loss": 0.345,
"step": 1550
},
{
"epoch": 0.49,
"learning_rate": 1.6742007737731625e-05,
"loss": 0.3405,
"step": 1600
},
{
"epoch": 0.5,
"learning_rate": 1.6640195479535736e-05,
"loss": 0.3399,
"step": 1650
},
{
"epoch": 0.52,
"learning_rate": 1.653838322133985e-05,
"loss": 0.3454,
"step": 1700
},
{
"epoch": 0.53,
"learning_rate": 1.6436570963143962e-05,
"loss": 0.3233,
"step": 1750
},
{
"epoch": 0.55,
"learning_rate": 1.6334758704948076e-05,
"loss": 0.3572,
"step": 1800
},
{
"epoch": 0.57,
"learning_rate": 1.623294644675219e-05,
"loss": 0.3386,
"step": 1850
},
{
"epoch": 0.58,
"learning_rate": 1.6131134188556302e-05,
"loss": 0.356,
"step": 1900
},
{
"epoch": 0.6,
"learning_rate": 1.6029321930360416e-05,
"loss": 0.3143,
"step": 1950
},
{
"epoch": 0.61,
"learning_rate": 1.592750967216453e-05,
"loss": 0.3319,
"step": 2000
},
{
"epoch": 0.61,
"eval_accuracy": 0.8870583928244554,
"eval_loss": 0.2742004990577698,
"eval_runtime": 22.2351,
"eval_samples_per_second": 245.692,
"eval_steps_per_second": 15.381,
"step": 2000
},
{
"epoch": 0.63,
"learning_rate": 1.5825697413968642e-05,
"loss": 0.3301,
"step": 2050
},
{
"epoch": 0.64,
"learning_rate": 1.5723885155772757e-05,
"loss": 0.302,
"step": 2100
},
{
"epoch": 0.66,
"learning_rate": 1.562207289757687e-05,
"loss": 0.3093,
"step": 2150
},
{
"epoch": 0.67,
"learning_rate": 1.5520260639380982e-05,
"loss": 0.3382,
"step": 2200
},
{
"epoch": 0.69,
"learning_rate": 1.5418448381185097e-05,
"loss": 0.2953,
"step": 2250
},
{
"epoch": 0.7,
"learning_rate": 1.531663612298921e-05,
"loss": 0.304,
"step": 2300
},
{
"epoch": 0.72,
"learning_rate": 1.5214823864793322e-05,
"loss": 0.351,
"step": 2350
},
{
"epoch": 0.73,
"learning_rate": 1.5113011606597437e-05,
"loss": 0.3324,
"step": 2400
},
{
"epoch": 0.75,
"learning_rate": 1.5011199348401548e-05,
"loss": 0.3237,
"step": 2450
},
{
"epoch": 0.76,
"learning_rate": 1.4909387090205662e-05,
"loss": 0.3126,
"step": 2500
},
{
"epoch": 0.76,
"eval_accuracy": 0.8912685337726524,
"eval_loss": 0.2685909867286682,
"eval_runtime": 22.3279,
"eval_samples_per_second": 244.671,
"eval_steps_per_second": 15.317,
"step": 2500
},
{
"epoch": 0.78,
"learning_rate": 1.4807574832009775e-05,
"loss": 0.316,
"step": 2550
},
{
"epoch": 0.79,
"learning_rate": 1.4705762573813888e-05,
"loss": 0.3187,
"step": 2600
},
{
"epoch": 0.81,
"learning_rate": 1.4603950315618001e-05,
"loss": 0.3216,
"step": 2650
},
{
"epoch": 0.82,
"learning_rate": 1.4502138057422115e-05,
"loss": 0.2798,
"step": 2700
},
{
"epoch": 0.84,
"learning_rate": 1.440032579922623e-05,
"loss": 0.2963,
"step": 2750
},
{
"epoch": 0.86,
"learning_rate": 1.4298513541030341e-05,
"loss": 0.3244,
"step": 2800
},
{
"epoch": 0.87,
"learning_rate": 1.4196701282834456e-05,
"loss": 0.3191,
"step": 2850
},
{
"epoch": 0.89,
"learning_rate": 1.4094889024638567e-05,
"loss": 0.3271,
"step": 2900
},
{
"epoch": 0.9,
"learning_rate": 1.3993076766442681e-05,
"loss": 0.3018,
"step": 2950
},
{
"epoch": 0.92,
"learning_rate": 1.3891264508246794e-05,
"loss": 0.3073,
"step": 3000
},
{
"epoch": 0.92,
"eval_accuracy": 0.8916346329855391,
"eval_loss": 0.2639418840408325,
"eval_runtime": 22.2774,
"eval_samples_per_second": 245.226,
"eval_steps_per_second": 15.352,
"step": 3000
},
{
"epoch": 0.93,
"learning_rate": 1.3789452250050907e-05,
"loss": 0.3129,
"step": 3050
},
{
"epoch": 0.95,
"learning_rate": 1.368763999185502e-05,
"loss": 0.3148,
"step": 3100
},
{
"epoch": 0.96,
"learning_rate": 1.3585827733659134e-05,
"loss": 0.3136,
"step": 3150
},
{
"epoch": 0.98,
"learning_rate": 1.3484015475463249e-05,
"loss": 0.2999,
"step": 3200
},
{
"epoch": 0.99,
"learning_rate": 1.338220321726736e-05,
"loss": 0.3354,
"step": 3250
},
{
"epoch": 1.01,
"learning_rate": 1.3280390959071474e-05,
"loss": 0.298,
"step": 3300
},
{
"epoch": 1.02,
"learning_rate": 1.3178578700875585e-05,
"loss": 0.2542,
"step": 3350
},
{
"epoch": 1.04,
"learning_rate": 1.30767664426797e-05,
"loss": 0.2448,
"step": 3400
},
{
"epoch": 1.05,
"learning_rate": 1.2974954184483813e-05,
"loss": 0.2609,
"step": 3450
},
{
"epoch": 1.07,
"learning_rate": 1.2873141926287927e-05,
"loss": 0.2867,
"step": 3500
},
{
"epoch": 1.07,
"eval_accuracy": 0.8958447739337361,
"eval_loss": 0.2557078003883362,
"eval_runtime": 22.3083,
"eval_samples_per_second": 244.886,
"eval_steps_per_second": 15.331,
"step": 3500
},
{
"epoch": 1.08,
"learning_rate": 1.2771329668092038e-05,
"loss": 0.2702,
"step": 3550
},
{
"epoch": 1.1,
"learning_rate": 1.2669517409896153e-05,
"loss": 0.2551,
"step": 3600
},
{
"epoch": 1.11,
"learning_rate": 1.2567705151700267e-05,
"loss": 0.2488,
"step": 3650
},
{
"epoch": 1.13,
"learning_rate": 1.2465892893504378e-05,
"loss": 0.2427,
"step": 3700
},
{
"epoch": 1.15,
"learning_rate": 1.2364080635308493e-05,
"loss": 0.2449,
"step": 3750
},
{
"epoch": 1.16,
"learning_rate": 1.2262268377112606e-05,
"loss": 0.2499,
"step": 3800
},
{
"epoch": 1.18,
"learning_rate": 1.2160456118916718e-05,
"loss": 0.2217,
"step": 3850
},
{
"epoch": 1.19,
"learning_rate": 1.2058643860720831e-05,
"loss": 0.2439,
"step": 3900
},
{
"epoch": 1.21,
"learning_rate": 1.1956831602524946e-05,
"loss": 0.2425,
"step": 3950
},
{
"epoch": 1.22,
"learning_rate": 1.1855019344329057e-05,
"loss": 0.2313,
"step": 4000
},
{
"epoch": 1.22,
"eval_accuracy": 0.8879736408566722,
"eval_loss": 0.29373782873153687,
"eval_runtime": 22.3429,
"eval_samples_per_second": 244.507,
"eval_steps_per_second": 15.307,
"step": 4000
},
{
"epoch": 1.24,
"learning_rate": 1.1753207086133171e-05,
"loss": 0.2325,
"step": 4050
},
{
"epoch": 1.25,
"learning_rate": 1.1651394827937284e-05,
"loss": 0.2444,
"step": 4100
},
{
"epoch": 1.27,
"learning_rate": 1.1549582569741397e-05,
"loss": 0.224,
"step": 4150
},
{
"epoch": 1.28,
"learning_rate": 1.1447770311545512e-05,
"loss": 0.2729,
"step": 4200
},
{
"epoch": 1.3,
"learning_rate": 1.1345958053349624e-05,
"loss": 0.2421,
"step": 4250
},
{
"epoch": 1.31,
"learning_rate": 1.1244145795153739e-05,
"loss": 0.2418,
"step": 4300
},
{
"epoch": 1.33,
"learning_rate": 1.114233353695785e-05,
"loss": 0.2541,
"step": 4350
},
{
"epoch": 1.34,
"learning_rate": 1.1040521278761964e-05,
"loss": 0.2523,
"step": 4400
},
{
"epoch": 1.36,
"learning_rate": 1.0938709020566076e-05,
"loss": 0.2566,
"step": 4450
},
{
"epoch": 1.37,
"learning_rate": 1.083689676237019e-05,
"loss": 0.2364,
"step": 4500
},
{
"epoch": 1.37,
"eval_accuracy": 0.8971261211788395,
"eval_loss": 0.25848889350891113,
"eval_runtime": 22.3395,
"eval_samples_per_second": 244.544,
"eval_steps_per_second": 15.309,
"step": 4500
},
{
"epoch": 1.39,
"learning_rate": 1.0735084504174303e-05,
"loss": 0.2287,
"step": 4550
},
{
"epoch": 1.41,
"learning_rate": 1.0633272245978416e-05,
"loss": 0.2372,
"step": 4600
},
{
"epoch": 1.42,
"learning_rate": 1.053145998778253e-05,
"loss": 0.2104,
"step": 4650
},
{
"epoch": 1.44,
"learning_rate": 1.0429647729586643e-05,
"loss": 0.2401,
"step": 4700
},
{
"epoch": 1.45,
"learning_rate": 1.0327835471390758e-05,
"loss": 0.2394,
"step": 4750
},
{
"epoch": 1.47,
"learning_rate": 1.0226023213194869e-05,
"loss": 0.2493,
"step": 4800
},
{
"epoch": 1.48,
"learning_rate": 1.0124210954998983e-05,
"loss": 0.2409,
"step": 4850
},
{
"epoch": 1.5,
"learning_rate": 1.0022398696803094e-05,
"loss": 0.2262,
"step": 4900
},
{
"epoch": 1.51,
"learning_rate": 9.920586438607209e-06,
"loss": 0.2302,
"step": 4950
},
{
"epoch": 1.53,
"learning_rate": 9.818774180411322e-06,
"loss": 0.2533,
"step": 5000
},
{
"epoch": 1.53,
"eval_accuracy": 0.8938312282628592,
"eval_loss": 0.25451967120170593,
"eval_runtime": 22.3929,
"eval_samples_per_second": 243.961,
"eval_steps_per_second": 15.273,
"step": 5000
},
{
"epoch": 1.54,
"learning_rate": 9.716961922215436e-06,
"loss": 0.2372,
"step": 5050
},
{
"epoch": 1.56,
"learning_rate": 9.615149664019549e-06,
"loss": 0.2441,
"step": 5100
},
{
"epoch": 1.57,
"learning_rate": 9.513337405823662e-06,
"loss": 0.2426,
"step": 5150
},
{
"epoch": 1.59,
"learning_rate": 9.411525147627775e-06,
"loss": 0.2635,
"step": 5200
},
{
"epoch": 1.6,
"learning_rate": 9.309712889431889e-06,
"loss": 0.2691,
"step": 5250
},
{
"epoch": 1.62,
"learning_rate": 9.207900631236002e-06,
"loss": 0.2433,
"step": 5300
},
{
"epoch": 1.63,
"learning_rate": 9.106088373040115e-06,
"loss": 0.2131,
"step": 5350
},
{
"epoch": 1.65,
"learning_rate": 9.004276114844227e-06,
"loss": 0.227,
"step": 5400
},
{
"epoch": 1.66,
"learning_rate": 8.902463856648342e-06,
"loss": 0.2298,
"step": 5450
},
{
"epoch": 1.68,
"learning_rate": 8.800651598452455e-06,
"loss": 0.2333,
"step": 5500
},
{
"epoch": 1.68,
"eval_accuracy": 0.8954786747208493,
"eval_loss": 0.26287856698036194,
"eval_runtime": 22.324,
"eval_samples_per_second": 244.714,
"eval_steps_per_second": 15.32,
"step": 5500
},
{
"epoch": 1.7,
"learning_rate": 8.698839340256568e-06,
"loss": 0.2357,
"step": 5550
},
{
"epoch": 1.71,
"learning_rate": 8.59702708206068e-06,
"loss": 0.2403,
"step": 5600
},
{
"epoch": 1.73,
"learning_rate": 8.495214823864793e-06,
"loss": 0.2211,
"step": 5650
},
{
"epoch": 1.74,
"learning_rate": 8.393402565668908e-06,
"loss": 0.2628,
"step": 5700
},
{
"epoch": 1.76,
"learning_rate": 8.29159030747302e-06,
"loss": 0.2144,
"step": 5750
},
{
"epoch": 1.77,
"learning_rate": 8.189778049277133e-06,
"loss": 0.2475,
"step": 5800
},
{
"epoch": 1.79,
"learning_rate": 8.087965791081248e-06,
"loss": 0.232,
"step": 5850
},
{
"epoch": 1.8,
"learning_rate": 7.98615353288536e-06,
"loss": 0.2386,
"step": 5900
},
{
"epoch": 1.82,
"learning_rate": 7.884341274689473e-06,
"loss": 0.2443,
"step": 5950
},
{
"epoch": 1.83,
"learning_rate": 7.782529016493586e-06,
"loss": 0.225,
"step": 6000
},
{
"epoch": 1.83,
"eval_accuracy": 0.9002379644883763,
"eval_loss": 0.2531556189060211,
"eval_runtime": 22.4157,
"eval_samples_per_second": 243.713,
"eval_steps_per_second": 15.257,
"step": 6000
},
{
"epoch": 1.85,
"learning_rate": 7.680716758297699e-06,
"loss": 0.2183,
"step": 6050
},
{
"epoch": 1.86,
"learning_rate": 7.578904500101813e-06,
"loss": 0.2278,
"step": 6100
},
{
"epoch": 1.88,
"learning_rate": 7.4770922419059255e-06,
"loss": 0.2551,
"step": 6150
},
{
"epoch": 1.89,
"learning_rate": 7.37527998371004e-06,
"loss": 0.223,
"step": 6200
},
{
"epoch": 1.91,
"learning_rate": 7.273467725514153e-06,
"loss": 0.216,
"step": 6250
},
{
"epoch": 1.92,
"learning_rate": 7.171655467318266e-06,
"loss": 0.2389,
"step": 6300
},
{
"epoch": 1.94,
"learning_rate": 7.069843209122379e-06,
"loss": 0.2223,
"step": 6350
},
{
"epoch": 1.95,
"learning_rate": 6.968030950926492e-06,
"loss": 0.2433,
"step": 6400
},
{
"epoch": 1.97,
"learning_rate": 6.866218692730605e-06,
"loss": 0.2283,
"step": 6450
},
{
"epoch": 1.99,
"learning_rate": 6.764406434534719e-06,
"loss": 0.2313,
"step": 6500
},
{
"epoch": 1.99,
"eval_accuracy": 0.8987735676368296,
"eval_loss": 0.25201717019081116,
"eval_runtime": 22.3077,
"eval_samples_per_second": 244.893,
"eval_steps_per_second": 15.331,
"step": 6500
},
{
"epoch": 2.0,
"learning_rate": 6.662594176338831e-06,
"loss": 0.2162,
"step": 6550
},
{
"epoch": 2.02,
"learning_rate": 6.560781918142944e-06,
"loss": 0.1886,
"step": 6600
},
{
"epoch": 2.03,
"learning_rate": 6.458969659947059e-06,
"loss": 0.1715,
"step": 6650
},
{
"epoch": 2.05,
"learning_rate": 6.3571574017511715e-06,
"loss": 0.1651,
"step": 6700
},
{
"epoch": 2.06,
"learning_rate": 6.255345143555285e-06,
"loss": 0.1957,
"step": 6750
},
{
"epoch": 2.08,
"learning_rate": 6.153532885359398e-06,
"loss": 0.1774,
"step": 6800
},
{
"epoch": 2.09,
"learning_rate": 6.051720627163511e-06,
"loss": 0.1614,
"step": 6850
},
{
"epoch": 2.11,
"learning_rate": 5.949908368967624e-06,
"loss": 0.1669,
"step": 6900
},
{
"epoch": 2.12,
"learning_rate": 5.848096110771737e-06,
"loss": 0.1779,
"step": 6950
},
{
"epoch": 2.14,
"learning_rate": 5.74628385257585e-06,
"loss": 0.1793,
"step": 7000
},
{
"epoch": 2.14,
"eval_accuracy": 0.895295625114406,
"eval_loss": 0.281882643699646,
"eval_runtime": 22.3131,
"eval_samples_per_second": 244.834,
"eval_steps_per_second": 15.327,
"step": 7000
},
{
"epoch": 2.15,
"learning_rate": 5.644471594379963e-06,
"loss": 0.168,
"step": 7050
},
{
"epoch": 2.17,
"learning_rate": 5.542659336184077e-06,
"loss": 0.17,
"step": 7100
},
{
"epoch": 2.18,
"learning_rate": 5.44084707798819e-06,
"loss": 0.1784,
"step": 7150
},
{
"epoch": 2.2,
"learning_rate": 5.339034819792304e-06,
"loss": 0.1522,
"step": 7200
},
{
"epoch": 2.21,
"learning_rate": 5.237222561596417e-06,
"loss": 0.1922,
"step": 7250
},
{
"epoch": 2.23,
"learning_rate": 5.1354103034005295e-06,
"loss": 0.179,
"step": 7300
},
{
"epoch": 2.24,
"learning_rate": 5.033598045204643e-06,
"loss": 0.1725,
"step": 7350
},
{
"epoch": 2.26,
"learning_rate": 4.931785787008756e-06,
"loss": 0.1621,
"step": 7400
},
{
"epoch": 2.28,
"learning_rate": 4.82997352881287e-06,
"loss": 0.176,
"step": 7450
},
{
"epoch": 2.29,
"learning_rate": 4.728161270616982e-06,
"loss": 0.1639,
"step": 7500
},
{
"epoch": 2.29,
"eval_accuracy": 0.8963939227530661,
"eval_loss": 0.28090786933898926,
"eval_runtime": 22.3306,
"eval_samples_per_second": 244.641,
"eval_steps_per_second": 15.315,
"step": 7500
},
{
"epoch": 2.31,
"learning_rate": 4.626349012421096e-06,
"loss": 0.1929,
"step": 7550
},
{
"epoch": 2.32,
"learning_rate": 4.524536754225209e-06,
"loss": 0.173,
"step": 7600
},
{
"epoch": 2.34,
"learning_rate": 4.4227244960293225e-06,
"loss": 0.1613,
"step": 7650
},
{
"epoch": 2.35,
"learning_rate": 4.320912237833435e-06,
"loss": 0.1865,
"step": 7700
},
{
"epoch": 2.37,
"learning_rate": 4.219099979637549e-06,
"loss": 0.1692,
"step": 7750
},
{
"epoch": 2.38,
"learning_rate": 4.117287721441662e-06,
"loss": 0.1815,
"step": 7800
},
{
"epoch": 2.4,
"learning_rate": 4.015475463245775e-06,
"loss": 0.1621,
"step": 7850
},
{
"epoch": 2.41,
"learning_rate": 3.913663205049888e-06,
"loss": 0.1837,
"step": 7900
},
{
"epoch": 2.43,
"learning_rate": 3.8118509468540015e-06,
"loss": 0.1722,
"step": 7950
},
{
"epoch": 2.44,
"learning_rate": 3.7100386886581147e-06,
"loss": 0.1645,
"step": 8000
},
{
"epoch": 2.44,
"eval_accuracy": 0.8989566172432729,
"eval_loss": 0.27780604362487793,
"eval_runtime": 22.2658,
"eval_samples_per_second": 245.354,
"eval_steps_per_second": 15.36,
"step": 8000
},
{
"epoch": 2.46,
"learning_rate": 3.6082264304622276e-06,
"loss": 0.186,
"step": 8050
},
{
"epoch": 2.47,
"learning_rate": 3.506414172266341e-06,
"loss": 0.1764,
"step": 8100
},
{
"epoch": 2.49,
"learning_rate": 3.4046019140704544e-06,
"loss": 0.2056,
"step": 8150
},
{
"epoch": 2.5,
"learning_rate": 3.3027896558745677e-06,
"loss": 0.1747,
"step": 8200
},
{
"epoch": 2.52,
"learning_rate": 3.2009773976786805e-06,
"loss": 0.1737,
"step": 8250
},
{
"epoch": 2.54,
"learning_rate": 3.0991651394827937e-06,
"loss": 0.1794,
"step": 8300
},
{
"epoch": 2.55,
"learning_rate": 2.9973528812869074e-06,
"loss": 0.1691,
"step": 8350
},
{
"epoch": 2.57,
"learning_rate": 2.8955406230910206e-06,
"loss": 0.1935,
"step": 8400
},
{
"epoch": 2.58,
"learning_rate": 2.7937283648951334e-06,
"loss": 0.1602,
"step": 8450
},
{
"epoch": 2.6,
"learning_rate": 2.6919161066992467e-06,
"loss": 0.1753,
"step": 8500
},
{
"epoch": 2.6,
"eval_accuracy": 0.8987735676368296,
"eval_loss": 0.2802039086818695,
"eval_runtime": 22.3065,
"eval_samples_per_second": 244.907,
"eval_steps_per_second": 15.332,
"step": 8500
},
{
"epoch": 2.61,
"learning_rate": 2.5901038485033603e-06,
"loss": 0.1554,
"step": 8550
},
{
"epoch": 2.63,
"learning_rate": 2.4882915903074735e-06,
"loss": 0.1965,
"step": 8600
},
{
"epoch": 2.64,
"learning_rate": 2.3864793321115864e-06,
"loss": 0.1839,
"step": 8650
},
{
"epoch": 2.66,
"learning_rate": 2.2846670739156996e-06,
"loss": 0.1795,
"step": 8700
},
{
"epoch": 2.67,
"learning_rate": 2.182854815719813e-06,
"loss": 0.1646,
"step": 8750
},
{
"epoch": 2.69,
"learning_rate": 2.081042557523926e-06,
"loss": 0.1804,
"step": 8800
},
{
"epoch": 2.7,
"learning_rate": 1.9792302993280393e-06,
"loss": 0.1699,
"step": 8850
},
{
"epoch": 2.72,
"learning_rate": 1.8774180411321525e-06,
"loss": 0.1716,
"step": 8900
},
{
"epoch": 2.73,
"learning_rate": 1.7756057829362658e-06,
"loss": 0.1524,
"step": 8950
},
{
"epoch": 2.75,
"learning_rate": 1.6737935247403788e-06,
"loss": 0.1859,
"step": 9000
},
{
"epoch": 2.75,
"eval_accuracy": 0.900054914881933,
"eval_loss": 0.27750399708747864,
"eval_runtime": 22.2962,
"eval_samples_per_second": 245.019,
"eval_steps_per_second": 15.339,
"step": 9000
},
{
"epoch": 2.76,
"learning_rate": 1.571981266544492e-06,
"loss": 0.1591,
"step": 9050
},
{
"epoch": 2.78,
"learning_rate": 1.4701690083486052e-06,
"loss": 0.1598,
"step": 9100
},
{
"epoch": 2.79,
"learning_rate": 1.3683567501527185e-06,
"loss": 0.1942,
"step": 9150
},
{
"epoch": 2.81,
"learning_rate": 1.2665444919568317e-06,
"loss": 0.1769,
"step": 9200
},
{
"epoch": 2.83,
"learning_rate": 1.164732233760945e-06,
"loss": 0.1736,
"step": 9250
},
{
"epoch": 2.84,
"learning_rate": 1.0629199755650582e-06,
"loss": 0.1553,
"step": 9300
},
{
"epoch": 2.86,
"learning_rate": 9.611077173691712e-07,
"loss": 0.1735,
"step": 9350
},
{
"epoch": 2.87,
"learning_rate": 8.592954591732845e-07,
"loss": 0.163,
"step": 9400
},
{
"epoch": 2.89,
"learning_rate": 7.574832009773978e-07,
"loss": 0.1756,
"step": 9450
},
{
"epoch": 2.9,
"learning_rate": 6.55670942781511e-07,
"loss": 0.1809,
"step": 9500
},
{
"epoch": 2.9,
"eval_accuracy": 0.8987735676368296,
"eval_loss": 0.2766765356063843,
"eval_runtime": 22.3504,
"eval_samples_per_second": 244.425,
"eval_steps_per_second": 15.302,
"step": 9500
},
{
"epoch": 2.92,
"learning_rate": 5.538586845856241e-07,
"loss": 0.1646,
"step": 9550
},
{
"epoch": 2.93,
"learning_rate": 4.5204642638973736e-07,
"loss": 0.1579,
"step": 9600
},
{
"epoch": 2.95,
"learning_rate": 3.502341681938506e-07,
"loss": 0.1684,
"step": 9650
},
{
"epoch": 2.96,
"learning_rate": 2.484219099979638e-07,
"loss": 0.1807,
"step": 9700
},
{
"epoch": 2.98,
"learning_rate": 1.4660965180207698e-07,
"loss": 0.1666,
"step": 9750
},
{
"epoch": 2.99,
"learning_rate": 4.4797393606190183e-08,
"loss": 0.1738,
"step": 9800
},
{
"epoch": 3.0,
"step": 9822,
"total_flos": 3.487054440739603e+16,
"train_loss": 0.2553220415911541,
"train_runtime": 4978.6036,
"train_samples_per_second": 63.116,
"train_steps_per_second": 1.973
}
],
"logging_steps": 50,
"max_steps": 9822,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 3.487054440739603e+16,
"trial_name": null,
"trial_params": null
}