mspl's picture
Move model files to separate dir
57dae1a
raw
history blame
131 kB
{
"best_metric": 0.14330759230951728,
"best_model_checkpoint": "intermediate/deberta-v3-base-aee-classifier-checkpoints/checkpoint-40000",
"epoch": 2.849002849002849,
"eval_steps": 5000,
"global_step": 100000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 4.996058879392213e-05,
"loss": 0.6492,
"step": 100
},
{
"epoch": 0.01,
"learning_rate": 4.991310541310542e-05,
"loss": 0.5813,
"step": 200
},
{
"epoch": 0.01,
"learning_rate": 4.98656220322887e-05,
"loss": 0.5754,
"step": 300
},
{
"epoch": 0.01,
"learning_rate": 4.981813865147199e-05,
"loss": 0.5585,
"step": 400
},
{
"epoch": 0.01,
"learning_rate": 4.9770655270655275e-05,
"loss": 0.5565,
"step": 500
},
{
"epoch": 0.02,
"learning_rate": 4.972364672364673e-05,
"loss": 0.545,
"step": 600
},
{
"epoch": 0.02,
"learning_rate": 4.9676163342830015e-05,
"loss": 0.5403,
"step": 700
},
{
"epoch": 0.02,
"learning_rate": 4.9628679962013296e-05,
"loss": 0.5386,
"step": 800
},
{
"epoch": 0.03,
"learning_rate": 4.9581196581196584e-05,
"loss": 0.5482,
"step": 900
},
{
"epoch": 0.03,
"learning_rate": 4.953371320037987e-05,
"loss": 0.5305,
"step": 1000
},
{
"epoch": 0.03,
"learning_rate": 4.9486229819563154e-05,
"loss": 0.5393,
"step": 1100
},
{
"epoch": 0.03,
"learning_rate": 4.943874643874644e-05,
"loss": 0.5375,
"step": 1200
},
{
"epoch": 0.04,
"learning_rate": 4.939126305792972e-05,
"loss": 0.5304,
"step": 1300
},
{
"epoch": 0.04,
"learning_rate": 4.934377967711301e-05,
"loss": 0.5367,
"step": 1400
},
{
"epoch": 0.04,
"learning_rate": 4.92962962962963e-05,
"loss": 0.5235,
"step": 1500
},
{
"epoch": 0.05,
"learning_rate": 4.924881291547959e-05,
"loss": 0.5277,
"step": 1600
},
{
"epoch": 0.05,
"learning_rate": 4.920132953466287e-05,
"loss": 0.5282,
"step": 1700
},
{
"epoch": 0.05,
"learning_rate": 4.9153846153846157e-05,
"loss": 0.528,
"step": 1800
},
{
"epoch": 0.05,
"learning_rate": 4.910636277302944e-05,
"loss": 0.5246,
"step": 1900
},
{
"epoch": 0.06,
"learning_rate": 4.9058879392212726e-05,
"loss": 0.5197,
"step": 2000
},
{
"epoch": 0.06,
"learning_rate": 4.9011396011396014e-05,
"loss": 0.5207,
"step": 2100
},
{
"epoch": 0.06,
"learning_rate": 4.8964387464387466e-05,
"loss": 0.5294,
"step": 2200
},
{
"epoch": 0.07,
"learning_rate": 4.8916904083570754e-05,
"loss": 0.5155,
"step": 2300
},
{
"epoch": 0.07,
"learning_rate": 4.8869420702754035e-05,
"loss": 0.5106,
"step": 2400
},
{
"epoch": 0.07,
"learning_rate": 4.8821937321937324e-05,
"loss": 0.5109,
"step": 2500
},
{
"epoch": 0.07,
"learning_rate": 4.877445394112061e-05,
"loss": 0.5219,
"step": 2600
},
{
"epoch": 0.08,
"learning_rate": 4.87269705603039e-05,
"loss": 0.5136,
"step": 2700
},
{
"epoch": 0.08,
"learning_rate": 4.8680436847103516e-05,
"loss": 0.5234,
"step": 2800
},
{
"epoch": 0.08,
"learning_rate": 4.8632953466286804e-05,
"loss": 0.5153,
"step": 2900
},
{
"epoch": 0.09,
"learning_rate": 4.8585470085470085e-05,
"loss": 0.5097,
"step": 3000
},
{
"epoch": 0.09,
"learning_rate": 4.8537986704653373e-05,
"loss": 0.5153,
"step": 3100
},
{
"epoch": 0.09,
"learning_rate": 4.849050332383666e-05,
"loss": 0.5053,
"step": 3200
},
{
"epoch": 0.09,
"learning_rate": 4.844301994301994e-05,
"loss": 0.5136,
"step": 3300
},
{
"epoch": 0.1,
"learning_rate": 4.839553656220323e-05,
"loss": 0.5131,
"step": 3400
},
{
"epoch": 0.1,
"learning_rate": 4.834805318138652e-05,
"loss": 0.5137,
"step": 3500
},
{
"epoch": 0.1,
"learning_rate": 4.83005698005698e-05,
"loss": 0.515,
"step": 3600
},
{
"epoch": 0.11,
"learning_rate": 4.825308641975309e-05,
"loss": 0.516,
"step": 3700
},
{
"epoch": 0.11,
"learning_rate": 4.8205603038936376e-05,
"loss": 0.5048,
"step": 3800
},
{
"epoch": 0.11,
"learning_rate": 4.815811965811966e-05,
"loss": 0.5073,
"step": 3900
},
{
"epoch": 0.11,
"learning_rate": 4.8110636277302946e-05,
"loss": 0.5088,
"step": 4000
},
{
"epoch": 0.12,
"learning_rate": 4.806315289648623e-05,
"loss": 0.5109,
"step": 4100
},
{
"epoch": 0.12,
"learning_rate": 4.801566951566952e-05,
"loss": 0.5053,
"step": 4200
},
{
"epoch": 0.12,
"learning_rate": 4.79681861348528e-05,
"loss": 0.5001,
"step": 4300
},
{
"epoch": 0.13,
"learning_rate": 4.792070275403609e-05,
"loss": 0.5121,
"step": 4400
},
{
"epoch": 0.13,
"learning_rate": 4.787321937321937e-05,
"loss": 0.4984,
"step": 4500
},
{
"epoch": 0.13,
"learning_rate": 4.782573599240266e-05,
"loss": 0.5027,
"step": 4600
},
{
"epoch": 0.13,
"learning_rate": 4.777825261158595e-05,
"loss": 0.5043,
"step": 4700
},
{
"epoch": 0.14,
"learning_rate": 4.7730769230769236e-05,
"loss": 0.498,
"step": 4800
},
{
"epoch": 0.14,
"learning_rate": 4.768328584995252e-05,
"loss": 0.5147,
"step": 4900
},
{
"epoch": 0.14,
"learning_rate": 4.7635802469135806e-05,
"loss": 0.502,
"step": 5000
},
{
"epoch": 0.14,
"eval_binary_F1_negative": 0.8826562666740798,
"eval_binary_F1_postive": 0.11849080025168,
"eval_loss": 0.43656376004219055,
"eval_macro_F1": 0.5005735334628799,
"eval_micro_F1": 0.7928832623212131,
"eval_runtime": 6165.047,
"eval_samples_per_second": 1537.18,
"eval_steps_per_second": 48.037,
"step": 5000
},
{
"epoch": 0.15,
"learning_rate": 4.758831908831909e-05,
"loss": 0.5073,
"step": 5100
},
{
"epoch": 0.15,
"learning_rate": 4.754131054131054e-05,
"loss": 0.5098,
"step": 5200
},
{
"epoch": 0.15,
"learning_rate": 4.7493827160493834e-05,
"loss": 0.4923,
"step": 5300
},
{
"epoch": 0.15,
"learning_rate": 4.7446343779677115e-05,
"loss": 0.499,
"step": 5400
},
{
"epoch": 0.16,
"learning_rate": 4.73988603988604e-05,
"loss": 0.5148,
"step": 5500
},
{
"epoch": 0.16,
"learning_rate": 4.7351377018043685e-05,
"loss": 0.503,
"step": 5600
},
{
"epoch": 0.16,
"learning_rate": 4.730389363722697e-05,
"loss": 0.5035,
"step": 5700
},
{
"epoch": 0.17,
"learning_rate": 4.725641025641026e-05,
"loss": 0.5,
"step": 5800
},
{
"epoch": 0.17,
"learning_rate": 4.720940170940171e-05,
"loss": 0.5095,
"step": 5900
},
{
"epoch": 0.17,
"learning_rate": 4.7161918328584994e-05,
"loss": 0.5031,
"step": 6000
},
{
"epoch": 0.17,
"learning_rate": 4.711443494776828e-05,
"loss": 0.4936,
"step": 6100
},
{
"epoch": 0.18,
"learning_rate": 4.706695156695157e-05,
"loss": 0.5046,
"step": 6200
},
{
"epoch": 0.18,
"learning_rate": 4.701946818613486e-05,
"loss": 0.5032,
"step": 6300
},
{
"epoch": 0.18,
"learning_rate": 4.697198480531814e-05,
"loss": 0.4982,
"step": 6400
},
{
"epoch": 0.19,
"learning_rate": 4.692450142450143e-05,
"loss": 0.5027,
"step": 6500
},
{
"epoch": 0.19,
"learning_rate": 4.687701804368471e-05,
"loss": 0.5035,
"step": 6600
},
{
"epoch": 0.19,
"learning_rate": 4.6829534662868e-05,
"loss": 0.5106,
"step": 6700
},
{
"epoch": 0.19,
"learning_rate": 4.6782051282051285e-05,
"loss": 0.5064,
"step": 6800
},
{
"epoch": 0.2,
"learning_rate": 4.673456790123457e-05,
"loss": 0.5061,
"step": 6900
},
{
"epoch": 0.2,
"learning_rate": 4.6687084520417854e-05,
"loss": 0.4993,
"step": 7000
},
{
"epoch": 0.2,
"learning_rate": 4.663960113960114e-05,
"loss": 0.4898,
"step": 7100
},
{
"epoch": 0.21,
"learning_rate": 4.6592117758784424e-05,
"loss": 0.5052,
"step": 7200
},
{
"epoch": 0.21,
"learning_rate": 4.654463437796771e-05,
"loss": 0.5087,
"step": 7300
},
{
"epoch": 0.21,
"learning_rate": 4.6497150997151e-05,
"loss": 0.4936,
"step": 7400
},
{
"epoch": 0.21,
"learning_rate": 4.644966761633429e-05,
"loss": 0.4964,
"step": 7500
},
{
"epoch": 0.22,
"learning_rate": 4.640218423551757e-05,
"loss": 0.4914,
"step": 7600
},
{
"epoch": 0.22,
"learning_rate": 4.635470085470086e-05,
"loss": 0.5074,
"step": 7700
},
{
"epoch": 0.22,
"learning_rate": 4.630721747388414e-05,
"loss": 0.4896,
"step": 7800
},
{
"epoch": 0.23,
"learning_rate": 4.625973409306743e-05,
"loss": 0.4988,
"step": 7900
},
{
"epoch": 0.23,
"learning_rate": 4.6212250712250715e-05,
"loss": 0.4913,
"step": 8000
},
{
"epoch": 0.23,
"learning_rate": 4.616524216524217e-05,
"loss": 0.4975,
"step": 8100
},
{
"epoch": 0.23,
"learning_rate": 4.6117758784425455e-05,
"loss": 0.4893,
"step": 8200
},
{
"epoch": 0.24,
"learning_rate": 4.6070275403608736e-05,
"loss": 0.502,
"step": 8300
},
{
"epoch": 0.24,
"learning_rate": 4.6022792022792024e-05,
"loss": 0.4926,
"step": 8400
},
{
"epoch": 0.24,
"learning_rate": 4.597530864197531e-05,
"loss": 0.484,
"step": 8500
},
{
"epoch": 0.25,
"learning_rate": 4.5927825261158594e-05,
"loss": 0.4994,
"step": 8600
},
{
"epoch": 0.25,
"learning_rate": 4.588034188034188e-05,
"loss": 0.4902,
"step": 8700
},
{
"epoch": 0.25,
"learning_rate": 4.583285849952517e-05,
"loss": 0.5019,
"step": 8800
},
{
"epoch": 0.25,
"learning_rate": 4.578537511870846e-05,
"loss": 0.491,
"step": 8900
},
{
"epoch": 0.26,
"learning_rate": 4.573789173789174e-05,
"loss": 0.4921,
"step": 9000
},
{
"epoch": 0.26,
"learning_rate": 4.569040835707503e-05,
"loss": 0.4983,
"step": 9100
},
{
"epoch": 0.26,
"learning_rate": 4.564292497625831e-05,
"loss": 0.486,
"step": 9200
},
{
"epoch": 0.26,
"learning_rate": 4.5595441595441596e-05,
"loss": 0.494,
"step": 9300
},
{
"epoch": 0.27,
"learning_rate": 4.5547958214624884e-05,
"loss": 0.4975,
"step": 9400
},
{
"epoch": 0.27,
"learning_rate": 4.550047483380817e-05,
"loss": 0.4938,
"step": 9500
},
{
"epoch": 0.27,
"learning_rate": 4.5452991452991454e-05,
"loss": 0.4918,
"step": 9600
},
{
"epoch": 0.28,
"learning_rate": 4.540550807217474e-05,
"loss": 0.4947,
"step": 9700
},
{
"epoch": 0.28,
"learning_rate": 4.535802469135802e-05,
"loss": 0.4841,
"step": 9800
},
{
"epoch": 0.28,
"learning_rate": 4.5311016144349475e-05,
"loss": 0.4893,
"step": 9900
},
{
"epoch": 0.28,
"learning_rate": 4.526353276353277e-05,
"loss": 0.496,
"step": 10000
},
{
"epoch": 0.28,
"eval_binary_F1_negative": 0.8471897003606845,
"eval_binary_F1_postive": 0.10560489532107646,
"eval_loss": 0.4903038442134857,
"eval_macro_F1": 0.4763972978408805,
"eval_micro_F1": 0.738976167658529,
"eval_runtime": 6174.1421,
"eval_samples_per_second": 1534.915,
"eval_steps_per_second": 47.966,
"step": 10000
},
{
"epoch": 0.29,
"learning_rate": 4.521604938271605e-05,
"loss": 0.4901,
"step": 10100
},
{
"epoch": 0.29,
"learning_rate": 4.516856600189934e-05,
"loss": 0.4952,
"step": 10200
},
{
"epoch": 0.29,
"learning_rate": 4.512108262108262e-05,
"loss": 0.4956,
"step": 10300
},
{
"epoch": 0.3,
"learning_rate": 4.507359924026591e-05,
"loss": 0.4928,
"step": 10400
},
{
"epoch": 0.3,
"learning_rate": 4.50261158594492e-05,
"loss": 0.4859,
"step": 10500
},
{
"epoch": 0.3,
"learning_rate": 4.497910731244065e-05,
"loss": 0.4953,
"step": 10600
},
{
"epoch": 0.3,
"learning_rate": 4.493162393162394e-05,
"loss": 0.4932,
"step": 10700
},
{
"epoch": 0.31,
"learning_rate": 4.488414055080722e-05,
"loss": 0.504,
"step": 10800
},
{
"epoch": 0.31,
"learning_rate": 4.4836657169990506e-05,
"loss": 0.4975,
"step": 10900
},
{
"epoch": 0.31,
"learning_rate": 4.4789173789173794e-05,
"loss": 0.4982,
"step": 11000
},
{
"epoch": 0.32,
"learning_rate": 4.4741690408357076e-05,
"loss": 0.4811,
"step": 11100
},
{
"epoch": 0.32,
"learning_rate": 4.4694207027540364e-05,
"loss": 0.4895,
"step": 11200
},
{
"epoch": 0.32,
"learning_rate": 4.4646723646723645e-05,
"loss": 0.4913,
"step": 11300
},
{
"epoch": 0.32,
"learning_rate": 4.459924026590693e-05,
"loss": 0.4818,
"step": 11400
},
{
"epoch": 0.33,
"learning_rate": 4.455175688509022e-05,
"loss": 0.4894,
"step": 11500
},
{
"epoch": 0.33,
"learning_rate": 4.450427350427351e-05,
"loss": 0.4953,
"step": 11600
},
{
"epoch": 0.33,
"learning_rate": 4.445679012345679e-05,
"loss": 0.4912,
"step": 11700
},
{
"epoch": 0.34,
"learning_rate": 4.440930674264008e-05,
"loss": 0.4949,
"step": 11800
},
{
"epoch": 0.34,
"learning_rate": 4.436182336182336e-05,
"loss": 0.4929,
"step": 11900
},
{
"epoch": 0.34,
"learning_rate": 4.431433998100665e-05,
"loss": 0.4866,
"step": 12000
},
{
"epoch": 0.34,
"learning_rate": 4.4266856600189936e-05,
"loss": 0.4987,
"step": 12100
},
{
"epoch": 0.35,
"learning_rate": 4.421984805318139e-05,
"loss": 0.4907,
"step": 12200
},
{
"epoch": 0.35,
"learning_rate": 4.4172364672364676e-05,
"loss": 0.4919,
"step": 12300
},
{
"epoch": 0.35,
"learning_rate": 4.412488129154796e-05,
"loss": 0.4843,
"step": 12400
},
{
"epoch": 0.36,
"learning_rate": 4.4077397910731246e-05,
"loss": 0.4963,
"step": 12500
},
{
"epoch": 0.36,
"learning_rate": 4.4029914529914534e-05,
"loss": 0.4952,
"step": 12600
},
{
"epoch": 0.36,
"learning_rate": 4.398243114909782e-05,
"loss": 0.4874,
"step": 12700
},
{
"epoch": 0.36,
"learning_rate": 4.39349477682811e-05,
"loss": 0.4961,
"step": 12800
},
{
"epoch": 0.37,
"learning_rate": 4.388746438746439e-05,
"loss": 0.4965,
"step": 12900
},
{
"epoch": 0.37,
"learning_rate": 4.383998100664767e-05,
"loss": 0.4972,
"step": 13000
},
{
"epoch": 0.37,
"learning_rate": 4.379249762583097e-05,
"loss": 0.4913,
"step": 13100
},
{
"epoch": 0.38,
"learning_rate": 4.374501424501425e-05,
"loss": 0.4833,
"step": 13200
},
{
"epoch": 0.38,
"learning_rate": 4.3697530864197536e-05,
"loss": 0.5008,
"step": 13300
},
{
"epoch": 0.38,
"learning_rate": 4.365004748338082e-05,
"loss": 0.4963,
"step": 13400
},
{
"epoch": 0.38,
"learning_rate": 4.3602564102564106e-05,
"loss": 0.489,
"step": 13500
},
{
"epoch": 0.39,
"learning_rate": 4.355508072174739e-05,
"loss": 0.4997,
"step": 13600
},
{
"epoch": 0.39,
"learning_rate": 4.3507597340930675e-05,
"loss": 0.4894,
"step": 13700
},
{
"epoch": 0.39,
"learning_rate": 4.346011396011396e-05,
"loss": 0.4912,
"step": 13800
},
{
"epoch": 0.4,
"learning_rate": 4.3413105413105415e-05,
"loss": 0.4806,
"step": 13900
},
{
"epoch": 0.4,
"learning_rate": 4.3365622032288697e-05,
"loss": 0.4794,
"step": 14000
},
{
"epoch": 0.4,
"learning_rate": 4.3318138651471985e-05,
"loss": 0.4955,
"step": 14100
},
{
"epoch": 0.4,
"learning_rate": 4.327065527065527e-05,
"loss": 0.4824,
"step": 14200
},
{
"epoch": 0.41,
"learning_rate": 4.322317188983856e-05,
"loss": 0.4857,
"step": 14300
},
{
"epoch": 0.41,
"learning_rate": 4.317568850902184e-05,
"loss": 0.4962,
"step": 14400
},
{
"epoch": 0.41,
"learning_rate": 4.312820512820513e-05,
"loss": 0.4885,
"step": 14500
},
{
"epoch": 0.42,
"learning_rate": 4.308072174738841e-05,
"loss": 0.4894,
"step": 14600
},
{
"epoch": 0.42,
"learning_rate": 4.3033238366571706e-05,
"loss": 0.4807,
"step": 14700
},
{
"epoch": 0.42,
"learning_rate": 4.298575498575499e-05,
"loss": 0.4867,
"step": 14800
},
{
"epoch": 0.42,
"learning_rate": 4.293874643874644e-05,
"loss": 0.5073,
"step": 14900
},
{
"epoch": 0.43,
"learning_rate": 4.289126305792973e-05,
"loss": 0.4933,
"step": 15000
},
{
"epoch": 0.43,
"eval_binary_F1_negative": 0.9019491373602011,
"eval_binary_F1_postive": 0.13169467244548555,
"eval_loss": 0.4128543734550476,
"eval_macro_F1": 0.5168219049028433,
"eval_micro_F1": 0.823795641264876,
"eval_runtime": 6172.6706,
"eval_samples_per_second": 1535.281,
"eval_steps_per_second": 47.978,
"step": 15000
},
{
"epoch": 0.43,
"learning_rate": 4.284377967711301e-05,
"loss": 0.4792,
"step": 15100
},
{
"epoch": 0.43,
"learning_rate": 4.2796296296296304e-05,
"loss": 0.4922,
"step": 15200
},
{
"epoch": 0.44,
"learning_rate": 4.2748812915479585e-05,
"loss": 0.4855,
"step": 15300
},
{
"epoch": 0.44,
"learning_rate": 4.270132953466287e-05,
"loss": 0.4915,
"step": 15400
},
{
"epoch": 0.44,
"learning_rate": 4.2653846153846154e-05,
"loss": 0.488,
"step": 15500
},
{
"epoch": 0.44,
"learning_rate": 4.260636277302944e-05,
"loss": 0.4847,
"step": 15600
},
{
"epoch": 0.45,
"learning_rate": 4.2558879392212724e-05,
"loss": 0.4893,
"step": 15700
},
{
"epoch": 0.45,
"learning_rate": 4.251139601139602e-05,
"loss": 0.4909,
"step": 15800
},
{
"epoch": 0.45,
"learning_rate": 4.24639126305793e-05,
"loss": 0.4852,
"step": 15900
},
{
"epoch": 0.46,
"learning_rate": 4.241642924976259e-05,
"loss": 0.4793,
"step": 16000
},
{
"epoch": 0.46,
"learning_rate": 4.236942070275404e-05,
"loss": 0.4901,
"step": 16100
},
{
"epoch": 0.46,
"learning_rate": 4.232193732193732e-05,
"loss": 0.4894,
"step": 16200
},
{
"epoch": 0.46,
"learning_rate": 4.227445394112061e-05,
"loss": 0.4845,
"step": 16300
},
{
"epoch": 0.47,
"learning_rate": 4.22269705603039e-05,
"loss": 0.4989,
"step": 16400
},
{
"epoch": 0.47,
"learning_rate": 4.217948717948718e-05,
"loss": 0.4913,
"step": 16500
},
{
"epoch": 0.47,
"learning_rate": 4.213200379867047e-05,
"loss": 0.4849,
"step": 16600
},
{
"epoch": 0.48,
"learning_rate": 4.208452041785375e-05,
"loss": 0.4837,
"step": 16700
},
{
"epoch": 0.48,
"learning_rate": 4.203703703703704e-05,
"loss": 0.4971,
"step": 16800
},
{
"epoch": 0.48,
"learning_rate": 4.1989553656220324e-05,
"loss": 0.4951,
"step": 16900
},
{
"epoch": 0.48,
"learning_rate": 4.194207027540361e-05,
"loss": 0.4886,
"step": 17000
},
{
"epoch": 0.49,
"learning_rate": 4.1894586894586893e-05,
"loss": 0.4946,
"step": 17100
},
{
"epoch": 0.49,
"learning_rate": 4.184710351377018e-05,
"loss": 0.4839,
"step": 17200
},
{
"epoch": 0.49,
"learning_rate": 4.179962013295347e-05,
"loss": 0.4913,
"step": 17300
},
{
"epoch": 0.5,
"learning_rate": 4.175213675213676e-05,
"loss": 0.4822,
"step": 17400
},
{
"epoch": 0.5,
"learning_rate": 4.170465337132004e-05,
"loss": 0.4851,
"step": 17500
},
{
"epoch": 0.5,
"learning_rate": 4.165764482431149e-05,
"loss": 0.4873,
"step": 17600
},
{
"epoch": 0.5,
"learning_rate": 4.161016144349478e-05,
"loss": 0.4837,
"step": 17700
},
{
"epoch": 0.51,
"learning_rate": 4.156267806267806e-05,
"loss": 0.4818,
"step": 17800
},
{
"epoch": 0.51,
"learning_rate": 4.1515194681861355e-05,
"loss": 0.4767,
"step": 17900
},
{
"epoch": 0.51,
"learning_rate": 4.1467711301044637e-05,
"loss": 0.4836,
"step": 18000
},
{
"epoch": 0.52,
"learning_rate": 4.1420227920227925e-05,
"loss": 0.4873,
"step": 18100
},
{
"epoch": 0.52,
"learning_rate": 4.1372744539411206e-05,
"loss": 0.4777,
"step": 18200
},
{
"epoch": 0.52,
"learning_rate": 4.1325261158594494e-05,
"loss": 0.4824,
"step": 18300
},
{
"epoch": 0.52,
"learning_rate": 4.127777777777778e-05,
"loss": 0.4914,
"step": 18400
},
{
"epoch": 0.53,
"learning_rate": 4.123029439696107e-05,
"loss": 0.4867,
"step": 18500
},
{
"epoch": 0.53,
"learning_rate": 4.118281101614435e-05,
"loss": 0.4795,
"step": 18600
},
{
"epoch": 0.53,
"learning_rate": 4.113532763532764e-05,
"loss": 0.4809,
"step": 18700
},
{
"epoch": 0.54,
"learning_rate": 4.108784425451092e-05,
"loss": 0.4852,
"step": 18800
},
{
"epoch": 0.54,
"learning_rate": 4.104036087369421e-05,
"loss": 0.4816,
"step": 18900
},
{
"epoch": 0.54,
"learning_rate": 4.09928774928775e-05,
"loss": 0.4883,
"step": 19000
},
{
"epoch": 0.54,
"learning_rate": 4.094539411206078e-05,
"loss": 0.4868,
"step": 19100
},
{
"epoch": 0.55,
"learning_rate": 4.0897910731244066e-05,
"loss": 0.4854,
"step": 19200
},
{
"epoch": 0.55,
"learning_rate": 4.085042735042735e-05,
"loss": 0.482,
"step": 19300
},
{
"epoch": 0.55,
"learning_rate": 4.0803418803418806e-05,
"loss": 0.4901,
"step": 19400
},
{
"epoch": 0.56,
"learning_rate": 4.0755935422602094e-05,
"loss": 0.4861,
"step": 19500
},
{
"epoch": 0.56,
"learning_rate": 4.0708452041785376e-05,
"loss": 0.4976,
"step": 19600
},
{
"epoch": 0.56,
"learning_rate": 4.0660968660968664e-05,
"loss": 0.4873,
"step": 19700
},
{
"epoch": 0.56,
"learning_rate": 4.0613485280151945e-05,
"loss": 0.4787,
"step": 19800
},
{
"epoch": 0.57,
"learning_rate": 4.056600189933523e-05,
"loss": 0.4869,
"step": 19900
},
{
"epoch": 0.57,
"learning_rate": 4.051851851851852e-05,
"loss": 0.4835,
"step": 20000
},
{
"epoch": 0.57,
"eval_binary_F1_negative": 0.8637453257797093,
"eval_binary_F1_postive": 0.11365188753919629,
"eval_loss": 0.4626865088939667,
"eval_macro_F1": 0.4886986066594528,
"eval_micro_F1": 0.7638006176355572,
"eval_runtime": 6113.144,
"eval_samples_per_second": 1550.231,
"eval_steps_per_second": 48.445,
"step": 20000
},
{
"epoch": 0.57,
"learning_rate": 4.047103513770181e-05,
"loss": 0.4843,
"step": 20100
},
{
"epoch": 0.58,
"learning_rate": 4.042355175688509e-05,
"loss": 0.4828,
"step": 20200
},
{
"epoch": 0.58,
"learning_rate": 4.037606837606838e-05,
"loss": 0.4832,
"step": 20300
},
{
"epoch": 0.58,
"learning_rate": 4.032858499525166e-05,
"loss": 0.4787,
"step": 20400
},
{
"epoch": 0.58,
"learning_rate": 4.0281101614434955e-05,
"loss": 0.4847,
"step": 20500
},
{
"epoch": 0.59,
"learning_rate": 4.0233618233618236e-05,
"loss": 0.4889,
"step": 20600
},
{
"epoch": 0.59,
"learning_rate": 4.0186134852801524e-05,
"loss": 0.4827,
"step": 20700
},
{
"epoch": 0.59,
"learning_rate": 4.0138651471984805e-05,
"loss": 0.4804,
"step": 20800
},
{
"epoch": 0.6,
"learning_rate": 4.009116809116809e-05,
"loss": 0.4862,
"step": 20900
},
{
"epoch": 0.6,
"learning_rate": 4.004368471035138e-05,
"loss": 0.4839,
"step": 21000
},
{
"epoch": 0.6,
"learning_rate": 3.999620132953467e-05,
"loss": 0.4841,
"step": 21100
},
{
"epoch": 0.6,
"learning_rate": 3.994871794871795e-05,
"loss": 0.4816,
"step": 21200
},
{
"epoch": 0.61,
"learning_rate": 3.990123456790124e-05,
"loss": 0.4817,
"step": 21300
},
{
"epoch": 0.61,
"learning_rate": 3.985375118708452e-05,
"loss": 0.474,
"step": 21400
},
{
"epoch": 0.61,
"learning_rate": 3.980626780626781e-05,
"loss": 0.4743,
"step": 21500
},
{
"epoch": 0.62,
"learning_rate": 3.9758784425451096e-05,
"loss": 0.4801,
"step": 21600
},
{
"epoch": 0.62,
"learning_rate": 3.971130104463438e-05,
"loss": 0.4865,
"step": 21700
},
{
"epoch": 0.62,
"learning_rate": 3.9663817663817665e-05,
"loss": 0.4763,
"step": 21800
},
{
"epoch": 0.62,
"learning_rate": 3.9616334283000947e-05,
"loss": 0.4872,
"step": 21900
},
{
"epoch": 0.63,
"learning_rate": 3.956885090218424e-05,
"loss": 0.4776,
"step": 22000
},
{
"epoch": 0.63,
"learning_rate": 3.952136752136752e-05,
"loss": 0.4906,
"step": 22100
},
{
"epoch": 0.63,
"learning_rate": 3.947388414055081e-05,
"loss": 0.4845,
"step": 22200
},
{
"epoch": 0.64,
"learning_rate": 3.942640075973409e-05,
"loss": 0.4797,
"step": 22300
},
{
"epoch": 0.64,
"learning_rate": 3.937891737891738e-05,
"loss": 0.4839,
"step": 22400
},
{
"epoch": 0.64,
"learning_rate": 3.933190883190883e-05,
"loss": 0.4814,
"step": 22500
},
{
"epoch": 0.64,
"learning_rate": 3.928490028490029e-05,
"loss": 0.4836,
"step": 22600
},
{
"epoch": 0.65,
"learning_rate": 3.923741690408357e-05,
"loss": 0.4833,
"step": 22700
},
{
"epoch": 0.65,
"learning_rate": 3.918993352326686e-05,
"loss": 0.4826,
"step": 22800
},
{
"epoch": 0.65,
"learning_rate": 3.914245014245014e-05,
"loss": 0.485,
"step": 22900
},
{
"epoch": 0.66,
"learning_rate": 3.909496676163343e-05,
"loss": 0.4801,
"step": 23000
},
{
"epoch": 0.66,
"learning_rate": 3.904748338081672e-05,
"loss": 0.4924,
"step": 23100
},
{
"epoch": 0.66,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.4845,
"step": 23200
},
{
"epoch": 0.66,
"learning_rate": 3.895251661918329e-05,
"loss": 0.4742,
"step": 23300
},
{
"epoch": 0.67,
"learning_rate": 3.8905033238366575e-05,
"loss": 0.4875,
"step": 23400
},
{
"epoch": 0.67,
"learning_rate": 3.885802469135803e-05,
"loss": 0.4846,
"step": 23500
},
{
"epoch": 0.67,
"learning_rate": 3.8810541310541316e-05,
"loss": 0.4708,
"step": 23600
},
{
"epoch": 0.68,
"learning_rate": 3.876353276353277e-05,
"loss": 0.4889,
"step": 23700
},
{
"epoch": 0.68,
"learning_rate": 3.871604938271605e-05,
"loss": 0.4851,
"step": 23800
},
{
"epoch": 0.68,
"learning_rate": 3.866856600189934e-05,
"loss": 0.4888,
"step": 23900
},
{
"epoch": 0.68,
"learning_rate": 3.862108262108262e-05,
"loss": 0.4761,
"step": 24000
},
{
"epoch": 0.69,
"learning_rate": 3.8573599240265907e-05,
"loss": 0.4884,
"step": 24100
},
{
"epoch": 0.69,
"learning_rate": 3.8526115859449195e-05,
"loss": 0.4722,
"step": 24200
},
{
"epoch": 0.69,
"learning_rate": 3.847910731244065e-05,
"loss": 0.4984,
"step": 24300
},
{
"epoch": 0.7,
"learning_rate": 3.8431623931623935e-05,
"loss": 0.4823,
"step": 24400
},
{
"epoch": 0.7,
"learning_rate": 3.8384140550807216e-05,
"loss": 0.4873,
"step": 24500
},
{
"epoch": 0.7,
"learning_rate": 3.8336657169990504e-05,
"loss": 0.486,
"step": 24600
},
{
"epoch": 0.7,
"learning_rate": 3.828917378917379e-05,
"loss": 0.4843,
"step": 24700
},
{
"epoch": 0.71,
"learning_rate": 3.824169040835708e-05,
"loss": 0.4916,
"step": 24800
},
{
"epoch": 0.71,
"learning_rate": 3.819420702754036e-05,
"loss": 0.478,
"step": 24900
},
{
"epoch": 0.71,
"learning_rate": 3.814672364672365e-05,
"loss": 0.4809,
"step": 25000
},
{
"epoch": 0.71,
"eval_binary_F1_negative": 0.8819988992692533,
"eval_binary_F1_postive": 0.12081565683024537,
"eval_loss": 0.428783655166626,
"eval_macro_F1": 0.5014072780497494,
"eval_micro_F1": 0.7919249205374059,
"eval_runtime": 6096.9217,
"eval_samples_per_second": 1554.356,
"eval_steps_per_second": 48.574,
"step": 25000
},
{
"epoch": 0.72,
"learning_rate": 3.809924026590693e-05,
"loss": 0.4845,
"step": 25100
},
{
"epoch": 0.72,
"learning_rate": 3.8051756885090226e-05,
"loss": 0.4877,
"step": 25200
},
{
"epoch": 0.72,
"learning_rate": 3.800427350427351e-05,
"loss": 0.4787,
"step": 25300
},
{
"epoch": 0.72,
"learning_rate": 3.7956790123456795e-05,
"loss": 0.4822,
"step": 25400
},
{
"epoch": 0.73,
"learning_rate": 3.7909306742640076e-05,
"loss": 0.4899,
"step": 25500
},
{
"epoch": 0.73,
"learning_rate": 3.7861823361823364e-05,
"loss": 0.4773,
"step": 25600
},
{
"epoch": 0.73,
"learning_rate": 3.7814339981006646e-05,
"loss": 0.485,
"step": 25700
},
{
"epoch": 0.74,
"learning_rate": 3.7766856600189934e-05,
"loss": 0.4833,
"step": 25800
},
{
"epoch": 0.74,
"learning_rate": 3.771937321937322e-05,
"loss": 0.4848,
"step": 25900
},
{
"epoch": 0.74,
"learning_rate": 3.767188983855651e-05,
"loss": 0.4845,
"step": 26000
},
{
"epoch": 0.74,
"learning_rate": 3.762440645773979e-05,
"loss": 0.4894,
"step": 26100
},
{
"epoch": 0.75,
"learning_rate": 3.757692307692308e-05,
"loss": 0.4806,
"step": 26200
},
{
"epoch": 0.75,
"learning_rate": 3.752943969610637e-05,
"loss": 0.4815,
"step": 26300
},
{
"epoch": 0.75,
"learning_rate": 3.748195631528965e-05,
"loss": 0.4797,
"step": 26400
},
{
"epoch": 0.75,
"learning_rate": 3.7434472934472937e-05,
"loss": 0.4782,
"step": 26500
},
{
"epoch": 0.76,
"learning_rate": 3.738698955365622e-05,
"loss": 0.4766,
"step": 26600
},
{
"epoch": 0.76,
"learning_rate": 3.7339506172839506e-05,
"loss": 0.4712,
"step": 26700
},
{
"epoch": 0.76,
"learning_rate": 3.7292022792022794e-05,
"loss": 0.487,
"step": 26800
},
{
"epoch": 0.77,
"learning_rate": 3.724453941120608e-05,
"loss": 0.4697,
"step": 26900
},
{
"epoch": 0.77,
"learning_rate": 3.719705603038936e-05,
"loss": 0.4808,
"step": 27000
},
{
"epoch": 0.77,
"learning_rate": 3.714957264957265e-05,
"loss": 0.4872,
"step": 27100
},
{
"epoch": 0.77,
"learning_rate": 3.710208926875593e-05,
"loss": 0.4828,
"step": 27200
},
{
"epoch": 0.78,
"learning_rate": 3.705460588793923e-05,
"loss": 0.4717,
"step": 27300
},
{
"epoch": 0.78,
"learning_rate": 3.700712250712251e-05,
"loss": 0.4769,
"step": 27400
},
{
"epoch": 0.78,
"learning_rate": 3.69596391263058e-05,
"loss": 0.4776,
"step": 27500
},
{
"epoch": 0.79,
"learning_rate": 3.691215574548908e-05,
"loss": 0.4774,
"step": 27600
},
{
"epoch": 0.79,
"learning_rate": 3.6864672364672366e-05,
"loss": 0.4837,
"step": 27700
},
{
"epoch": 0.79,
"learning_rate": 3.6817188983855654e-05,
"loss": 0.4661,
"step": 27800
},
{
"epoch": 0.79,
"learning_rate": 3.676970560303894e-05,
"loss": 0.4705,
"step": 27900
},
{
"epoch": 0.8,
"learning_rate": 3.6722697056030394e-05,
"loss": 0.486,
"step": 28000
},
{
"epoch": 0.8,
"learning_rate": 3.6675213675213676e-05,
"loss": 0.4775,
"step": 28100
},
{
"epoch": 0.8,
"learning_rate": 3.6627730294396964e-05,
"loss": 0.4763,
"step": 28200
},
{
"epoch": 0.81,
"learning_rate": 3.6580246913580245e-05,
"loss": 0.4753,
"step": 28300
},
{
"epoch": 0.81,
"learning_rate": 3.653276353276354e-05,
"loss": 0.4813,
"step": 28400
},
{
"epoch": 0.81,
"learning_rate": 3.648528015194682e-05,
"loss": 0.4744,
"step": 28500
},
{
"epoch": 0.81,
"learning_rate": 3.643779677113011e-05,
"loss": 0.4831,
"step": 28600
},
{
"epoch": 0.82,
"learning_rate": 3.639031339031339e-05,
"loss": 0.4721,
"step": 28700
},
{
"epoch": 0.82,
"learning_rate": 3.634283000949668e-05,
"loss": 0.4927,
"step": 28800
},
{
"epoch": 0.82,
"learning_rate": 3.6295346628679966e-05,
"loss": 0.4843,
"step": 28900
},
{
"epoch": 0.83,
"learning_rate": 3.624786324786325e-05,
"loss": 0.4821,
"step": 29000
},
{
"epoch": 0.83,
"learning_rate": 3.6200379867046536e-05,
"loss": 0.4766,
"step": 29100
},
{
"epoch": 0.83,
"learning_rate": 3.615289648622982e-05,
"loss": 0.4697,
"step": 29200
},
{
"epoch": 0.83,
"learning_rate": 3.6105413105413105e-05,
"loss": 0.4748,
"step": 29300
},
{
"epoch": 0.84,
"learning_rate": 3.605792972459639e-05,
"loss": 0.4701,
"step": 29400
},
{
"epoch": 0.84,
"learning_rate": 3.601044634377968e-05,
"loss": 0.4787,
"step": 29500
},
{
"epoch": 0.84,
"learning_rate": 3.596296296296296e-05,
"loss": 0.4788,
"step": 29600
},
{
"epoch": 0.85,
"learning_rate": 3.591547958214625e-05,
"loss": 0.4732,
"step": 29700
},
{
"epoch": 0.85,
"learning_rate": 3.586799620132953e-05,
"loss": 0.4737,
"step": 29800
},
{
"epoch": 0.85,
"learning_rate": 3.582051282051283e-05,
"loss": 0.4751,
"step": 29900
},
{
"epoch": 0.85,
"learning_rate": 3.577302943969611e-05,
"loss": 0.4746,
"step": 30000
},
{
"epoch": 0.85,
"eval_binary_F1_negative": 0.8814589763957934,
"eval_binary_F1_postive": 0.1231146706458157,
"eval_loss": 0.44063252210617065,
"eval_macro_F1": 0.5022868235208046,
"eval_micro_F1": 0.7911510294734945,
"eval_runtime": 6110.1654,
"eval_samples_per_second": 1550.987,
"eval_steps_per_second": 48.468,
"step": 30000
},
{
"epoch": 0.86,
"learning_rate": 3.5725546058879396e-05,
"loss": 0.4803,
"step": 30100
},
{
"epoch": 0.86,
"learning_rate": 3.567853751187085e-05,
"loss": 0.4874,
"step": 30200
},
{
"epoch": 0.86,
"learning_rate": 3.563105413105413e-05,
"loss": 0.4888,
"step": 30300
},
{
"epoch": 0.87,
"learning_rate": 3.558404558404558e-05,
"loss": 0.4766,
"step": 30400
},
{
"epoch": 0.87,
"learning_rate": 3.553703703703704e-05,
"loss": 0.4733,
"step": 30500
},
{
"epoch": 0.87,
"learning_rate": 3.548955365622033e-05,
"loss": 0.4759,
"step": 30600
},
{
"epoch": 0.87,
"learning_rate": 3.544207027540361e-05,
"loss": 0.4834,
"step": 30700
},
{
"epoch": 0.88,
"learning_rate": 3.53945868945869e-05,
"loss": 0.4774,
"step": 30800
},
{
"epoch": 0.88,
"learning_rate": 3.534710351377018e-05,
"loss": 0.4777,
"step": 30900
},
{
"epoch": 0.88,
"learning_rate": 3.529962013295347e-05,
"loss": 0.4715,
"step": 31000
},
{
"epoch": 0.89,
"learning_rate": 3.5252136752136755e-05,
"loss": 0.4784,
"step": 31100
},
{
"epoch": 0.89,
"learning_rate": 3.520465337132004e-05,
"loss": 0.4706,
"step": 31200
},
{
"epoch": 0.89,
"learning_rate": 3.5157169990503325e-05,
"loss": 0.476,
"step": 31300
},
{
"epoch": 0.89,
"learning_rate": 3.510968660968661e-05,
"loss": 0.4732,
"step": 31400
},
{
"epoch": 0.9,
"learning_rate": 3.50622032288699e-05,
"loss": 0.4894,
"step": 31500
},
{
"epoch": 0.9,
"learning_rate": 3.501471984805318e-05,
"loss": 0.4862,
"step": 31600
},
{
"epoch": 0.9,
"learning_rate": 3.496723646723647e-05,
"loss": 0.4799,
"step": 31700
},
{
"epoch": 0.91,
"learning_rate": 3.492022792022792e-05,
"loss": 0.4777,
"step": 31800
},
{
"epoch": 0.91,
"learning_rate": 3.4872744539411204e-05,
"loss": 0.4837,
"step": 31900
},
{
"epoch": 0.91,
"learning_rate": 3.482526115859449e-05,
"loss": 0.4796,
"step": 32000
},
{
"epoch": 0.91,
"learning_rate": 3.477777777777778e-05,
"loss": 0.4756,
"step": 32100
},
{
"epoch": 0.92,
"learning_rate": 3.473029439696107e-05,
"loss": 0.4794,
"step": 32200
},
{
"epoch": 0.92,
"learning_rate": 3.468281101614435e-05,
"loss": 0.475,
"step": 32300
},
{
"epoch": 0.92,
"learning_rate": 3.463532763532764e-05,
"loss": 0.4813,
"step": 32400
},
{
"epoch": 0.93,
"learning_rate": 3.458784425451092e-05,
"loss": 0.4802,
"step": 32500
},
{
"epoch": 0.93,
"learning_rate": 3.454036087369421e-05,
"loss": 0.4769,
"step": 32600
},
{
"epoch": 0.93,
"learning_rate": 3.4492877492877495e-05,
"loss": 0.4793,
"step": 32700
},
{
"epoch": 0.93,
"learning_rate": 3.444539411206078e-05,
"loss": 0.4838,
"step": 32800
},
{
"epoch": 0.94,
"learning_rate": 3.4397910731244064e-05,
"loss": 0.48,
"step": 32900
},
{
"epoch": 0.94,
"learning_rate": 3.435042735042735e-05,
"loss": 0.4758,
"step": 33000
},
{
"epoch": 0.94,
"learning_rate": 3.430294396961064e-05,
"loss": 0.4825,
"step": 33100
},
{
"epoch": 0.95,
"learning_rate": 3.425546058879393e-05,
"loss": 0.4748,
"step": 33200
},
{
"epoch": 0.95,
"learning_rate": 3.420797720797721e-05,
"loss": 0.4692,
"step": 33300
},
{
"epoch": 0.95,
"learning_rate": 3.41604938271605e-05,
"loss": 0.4714,
"step": 33400
},
{
"epoch": 0.95,
"learning_rate": 3.411301044634378e-05,
"loss": 0.4733,
"step": 33500
},
{
"epoch": 0.96,
"learning_rate": 3.406552706552707e-05,
"loss": 0.4707,
"step": 33600
},
{
"epoch": 0.96,
"learning_rate": 3.4018043684710355e-05,
"loss": 0.4807,
"step": 33700
},
{
"epoch": 0.96,
"learning_rate": 3.3970560303893636e-05,
"loss": 0.4844,
"step": 33800
},
{
"epoch": 0.97,
"learning_rate": 3.3923076923076924e-05,
"loss": 0.4756,
"step": 33900
},
{
"epoch": 0.97,
"learning_rate": 3.387559354226021e-05,
"loss": 0.4777,
"step": 34000
},
{
"epoch": 0.97,
"learning_rate": 3.382811016144349e-05,
"loss": 0.4699,
"step": 34100
},
{
"epoch": 0.97,
"learning_rate": 3.378062678062678e-05,
"loss": 0.4824,
"step": 34200
},
{
"epoch": 0.98,
"learning_rate": 3.373314339981007e-05,
"loss": 0.4788,
"step": 34300
},
{
"epoch": 0.98,
"learning_rate": 3.368566001899335e-05,
"loss": 0.4786,
"step": 34400
},
{
"epoch": 0.98,
"learning_rate": 3.363817663817664e-05,
"loss": 0.4784,
"step": 34500
},
{
"epoch": 0.99,
"learning_rate": 3.359069325735992e-05,
"loss": 0.4784,
"step": 34600
},
{
"epoch": 0.99,
"learning_rate": 3.3543209876543215e-05,
"loss": 0.4796,
"step": 34700
},
{
"epoch": 0.99,
"learning_rate": 3.3495726495726496e-05,
"loss": 0.4789,
"step": 34800
},
{
"epoch": 0.99,
"learning_rate": 3.3448243114909784e-05,
"loss": 0.4703,
"step": 34900
},
{
"epoch": 1.0,
"learning_rate": 3.3400759734093065e-05,
"loss": 0.4721,
"step": 35000
},
{
"epoch": 1.0,
"eval_binary_F1_negative": 0.878870945062303,
"eval_binary_F1_postive": 0.12208019620420067,
"eval_loss": 0.41444191336631775,
"eval_macro_F1": 0.5004755706332519,
"eval_micro_F1": 0.7871143233581511,
"eval_runtime": 6169.1187,
"eval_samples_per_second": 1536.165,
"eval_steps_per_second": 48.005,
"step": 35000
},
{
"epoch": 1.0,
"learning_rate": 3.3353276353276354e-05,
"loss": 0.4773,
"step": 35100
},
{
"epoch": 1.0,
"learning_rate": 3.330579297245964e-05,
"loss": 0.4738,
"step": 35200
},
{
"epoch": 1.01,
"learning_rate": 3.325830959164293e-05,
"loss": 0.4691,
"step": 35300
},
{
"epoch": 1.01,
"learning_rate": 3.321082621082621e-05,
"loss": 0.4695,
"step": 35400
},
{
"epoch": 1.01,
"learning_rate": 3.316381766381766e-05,
"loss": 0.4628,
"step": 35500
},
{
"epoch": 1.01,
"learning_rate": 3.311633428300095e-05,
"loss": 0.4748,
"step": 35600
},
{
"epoch": 1.02,
"learning_rate": 3.306885090218424e-05,
"loss": 0.4624,
"step": 35700
},
{
"epoch": 1.02,
"learning_rate": 3.302184235517569e-05,
"loss": 0.4598,
"step": 35800
},
{
"epoch": 1.02,
"learning_rate": 3.297435897435898e-05,
"loss": 0.4714,
"step": 35900
},
{
"epoch": 1.03,
"learning_rate": 3.292687559354226e-05,
"loss": 0.4776,
"step": 36000
},
{
"epoch": 1.03,
"learning_rate": 3.287939221272555e-05,
"loss": 0.472,
"step": 36100
},
{
"epoch": 1.03,
"learning_rate": 3.283190883190883e-05,
"loss": 0.4669,
"step": 36200
},
{
"epoch": 1.03,
"learning_rate": 3.278490028490029e-05,
"loss": 0.466,
"step": 36300
},
{
"epoch": 1.04,
"learning_rate": 3.273741690408357e-05,
"loss": 0.4624,
"step": 36400
},
{
"epoch": 1.04,
"learning_rate": 3.268993352326686e-05,
"loss": 0.4704,
"step": 36500
},
{
"epoch": 1.04,
"learning_rate": 3.264245014245014e-05,
"loss": 0.4612,
"step": 36600
},
{
"epoch": 1.05,
"learning_rate": 3.259496676163343e-05,
"loss": 0.4636,
"step": 36700
},
{
"epoch": 1.05,
"learning_rate": 3.2547483380816716e-05,
"loss": 0.4678,
"step": 36800
},
{
"epoch": 1.05,
"learning_rate": 3.2500000000000004e-05,
"loss": 0.4613,
"step": 36900
},
{
"epoch": 1.05,
"learning_rate": 3.2452516619183285e-05,
"loss": 0.4637,
"step": 37000
},
{
"epoch": 1.06,
"learning_rate": 3.240503323836657e-05,
"loss": 0.4599,
"step": 37100
},
{
"epoch": 1.06,
"learning_rate": 3.2357549857549855e-05,
"loss": 0.4676,
"step": 37200
},
{
"epoch": 1.06,
"learning_rate": 3.2310541310541314e-05,
"loss": 0.4823,
"step": 37300
},
{
"epoch": 1.07,
"learning_rate": 3.22630579297246e-05,
"loss": 0.4643,
"step": 37400
},
{
"epoch": 1.07,
"learning_rate": 3.221557454890788e-05,
"loss": 0.455,
"step": 37500
},
{
"epoch": 1.07,
"learning_rate": 3.216809116809117e-05,
"loss": 0.4588,
"step": 37600
},
{
"epoch": 1.07,
"learning_rate": 3.212060778727445e-05,
"loss": 0.466,
"step": 37700
},
{
"epoch": 1.08,
"learning_rate": 3.207312440645775e-05,
"loss": 0.4606,
"step": 37800
},
{
"epoch": 1.08,
"learning_rate": 3.202564102564103e-05,
"loss": 0.4663,
"step": 37900
},
{
"epoch": 1.08,
"learning_rate": 3.1978157644824316e-05,
"loss": 0.4631,
"step": 38000
},
{
"epoch": 1.09,
"learning_rate": 3.19306742640076e-05,
"loss": 0.4588,
"step": 38100
},
{
"epoch": 1.09,
"learning_rate": 3.1883190883190886e-05,
"loss": 0.465,
"step": 38200
},
{
"epoch": 1.09,
"learning_rate": 3.183570750237417e-05,
"loss": 0.4595,
"step": 38300
},
{
"epoch": 1.09,
"learning_rate": 3.1788224121557455e-05,
"loss": 0.4648,
"step": 38400
},
{
"epoch": 1.1,
"learning_rate": 3.174074074074074e-05,
"loss": 0.4607,
"step": 38500
},
{
"epoch": 1.1,
"learning_rate": 3.169325735992403e-05,
"loss": 0.4589,
"step": 38600
},
{
"epoch": 1.1,
"learning_rate": 3.164577397910731e-05,
"loss": 0.4634,
"step": 38700
},
{
"epoch": 1.11,
"learning_rate": 3.15982905982906e-05,
"loss": 0.4671,
"step": 38800
},
{
"epoch": 1.11,
"learning_rate": 3.155080721747389e-05,
"loss": 0.4595,
"step": 38900
},
{
"epoch": 1.11,
"learning_rate": 3.150332383665717e-05,
"loss": 0.4578,
"step": 39000
},
{
"epoch": 1.11,
"learning_rate": 3.145584045584046e-05,
"loss": 0.459,
"step": 39100
},
{
"epoch": 1.12,
"learning_rate": 3.140835707502374e-05,
"loss": 0.4602,
"step": 39200
},
{
"epoch": 1.12,
"learning_rate": 3.136087369420703e-05,
"loss": 0.4546,
"step": 39300
},
{
"epoch": 1.12,
"learning_rate": 3.1313390313390315e-05,
"loss": 0.4531,
"step": 39400
},
{
"epoch": 1.13,
"learning_rate": 3.126638176638177e-05,
"loss": 0.4612,
"step": 39500
},
{
"epoch": 1.13,
"learning_rate": 3.1218898385565055e-05,
"loss": 0.4519,
"step": 39600
},
{
"epoch": 1.13,
"learning_rate": 3.117141500474834e-05,
"loss": 0.4563,
"step": 39700
},
{
"epoch": 1.13,
"learning_rate": 3.1123931623931625e-05,
"loss": 0.457,
"step": 39800
},
{
"epoch": 1.14,
"learning_rate": 3.107644824311491e-05,
"loss": 0.4514,
"step": 39900
},
{
"epoch": 1.14,
"learning_rate": 3.1029439696106365e-05,
"loss": 0.4661,
"step": 40000
},
{
"epoch": 1.14,
"eval_binary_F1_negative": 0.9133590402149661,
"eval_binary_F1_postive": 0.14330759230951728,
"eval_loss": 0.3721241354942322,
"eval_macro_F1": 0.5283333162622417,
"eval_micro_F1": 0.842633251399789,
"eval_runtime": 6347.9789,
"eval_samples_per_second": 1492.882,
"eval_steps_per_second": 46.653,
"step": 40000
},
{
"epoch": 1.14,
"learning_rate": 3.098195631528965e-05,
"loss": 0.4573,
"step": 40100
},
{
"epoch": 1.15,
"learning_rate": 3.0934472934472934e-05,
"loss": 0.456,
"step": 40200
},
{
"epoch": 1.15,
"learning_rate": 3.088698955365622e-05,
"loss": 0.4631,
"step": 40300
},
{
"epoch": 1.15,
"learning_rate": 3.0839506172839504e-05,
"loss": 0.4463,
"step": 40400
},
{
"epoch": 1.15,
"learning_rate": 3.07920227920228e-05,
"loss": 0.457,
"step": 40500
},
{
"epoch": 1.16,
"learning_rate": 3.074453941120608e-05,
"loss": 0.465,
"step": 40600
},
{
"epoch": 1.16,
"learning_rate": 3.069705603038937e-05,
"loss": 0.457,
"step": 40700
},
{
"epoch": 1.16,
"learning_rate": 3.064957264957265e-05,
"loss": 0.4625,
"step": 40800
},
{
"epoch": 1.17,
"learning_rate": 3.060208926875594e-05,
"loss": 0.4528,
"step": 40900
},
{
"epoch": 1.17,
"learning_rate": 3.0554605887939225e-05,
"loss": 0.4646,
"step": 41000
},
{
"epoch": 1.17,
"learning_rate": 3.050712250712251e-05,
"loss": 0.4601,
"step": 41100
},
{
"epoch": 1.17,
"learning_rate": 3.0459639126305795e-05,
"loss": 0.4541,
"step": 41200
},
{
"epoch": 1.18,
"learning_rate": 3.041215574548908e-05,
"loss": 0.4572,
"step": 41300
},
{
"epoch": 1.18,
"learning_rate": 3.0364672364672364e-05,
"loss": 0.4579,
"step": 41400
},
{
"epoch": 1.18,
"learning_rate": 3.0317188983855655e-05,
"loss": 0.4566,
"step": 41500
},
{
"epoch": 1.19,
"learning_rate": 3.026970560303894e-05,
"loss": 0.4622,
"step": 41600
},
{
"epoch": 1.19,
"learning_rate": 3.0222222222222225e-05,
"loss": 0.4588,
"step": 41700
},
{
"epoch": 1.19,
"learning_rate": 3.017473884140551e-05,
"loss": 0.4631,
"step": 41800
},
{
"epoch": 1.19,
"learning_rate": 3.0127255460588794e-05,
"loss": 0.4651,
"step": 41900
},
{
"epoch": 1.2,
"learning_rate": 3.0079772079772085e-05,
"loss": 0.4594,
"step": 42000
},
{
"epoch": 1.2,
"learning_rate": 3.003228869895537e-05,
"loss": 0.4587,
"step": 42100
},
{
"epoch": 1.2,
"learning_rate": 2.9984805318138655e-05,
"loss": 0.4486,
"step": 42200
},
{
"epoch": 1.21,
"learning_rate": 2.993732193732194e-05,
"loss": 0.4592,
"step": 42300
},
{
"epoch": 1.21,
"learning_rate": 2.9889838556505224e-05,
"loss": 0.4656,
"step": 42400
},
{
"epoch": 1.21,
"learning_rate": 2.984235517568851e-05,
"loss": 0.4544,
"step": 42500
},
{
"epoch": 1.21,
"learning_rate": 2.9794871794871797e-05,
"loss": 0.4525,
"step": 42600
},
{
"epoch": 1.22,
"learning_rate": 2.974738841405508e-05,
"loss": 0.4411,
"step": 42700
},
{
"epoch": 1.22,
"learning_rate": 2.9700379867046534e-05,
"loss": 0.4679,
"step": 42800
},
{
"epoch": 1.22,
"learning_rate": 2.9652896486229818e-05,
"loss": 0.4485,
"step": 42900
},
{
"epoch": 1.23,
"learning_rate": 2.9605413105413103e-05,
"loss": 0.455,
"step": 43000
},
{
"epoch": 1.23,
"learning_rate": 2.9557929724596394e-05,
"loss": 0.4481,
"step": 43100
},
{
"epoch": 1.23,
"learning_rate": 2.951044634377968e-05,
"loss": 0.4556,
"step": 43200
},
{
"epoch": 1.23,
"learning_rate": 2.9462962962962964e-05,
"loss": 0.4459,
"step": 43300
},
{
"epoch": 1.24,
"learning_rate": 2.941547958214625e-05,
"loss": 0.4632,
"step": 43400
},
{
"epoch": 1.24,
"learning_rate": 2.9367996201329533e-05,
"loss": 0.4524,
"step": 43500
},
{
"epoch": 1.24,
"learning_rate": 2.9320512820512824e-05,
"loss": 0.4394,
"step": 43600
},
{
"epoch": 1.25,
"learning_rate": 2.927302943969611e-05,
"loss": 0.4606,
"step": 43700
},
{
"epoch": 1.25,
"learning_rate": 2.9225546058879394e-05,
"loss": 0.4457,
"step": 43800
},
{
"epoch": 1.25,
"learning_rate": 2.917806267806268e-05,
"loss": 0.4616,
"step": 43900
},
{
"epoch": 1.25,
"learning_rate": 2.9130579297245963e-05,
"loss": 0.4559,
"step": 44000
},
{
"epoch": 1.26,
"learning_rate": 2.9083095916429255e-05,
"loss": 0.4539,
"step": 44100
},
{
"epoch": 1.26,
"learning_rate": 2.903561253561254e-05,
"loss": 0.4553,
"step": 44200
},
{
"epoch": 1.26,
"learning_rate": 2.8988129154795824e-05,
"loss": 0.4452,
"step": 44300
},
{
"epoch": 1.26,
"learning_rate": 2.894064577397911e-05,
"loss": 0.4512,
"step": 44400
},
{
"epoch": 1.27,
"learning_rate": 2.8893162393162393e-05,
"loss": 0.4651,
"step": 44500
},
{
"epoch": 1.27,
"learning_rate": 2.8845679012345678e-05,
"loss": 0.4481,
"step": 44600
},
{
"epoch": 1.27,
"learning_rate": 2.879819563152897e-05,
"loss": 0.4515,
"step": 44700
},
{
"epoch": 1.28,
"learning_rate": 2.8750712250712254e-05,
"loss": 0.4492,
"step": 44800
},
{
"epoch": 1.28,
"learning_rate": 2.870322886989554e-05,
"loss": 0.4439,
"step": 44900
},
{
"epoch": 1.28,
"learning_rate": 2.8655745489078823e-05,
"loss": 0.4471,
"step": 45000
},
{
"epoch": 1.28,
"eval_binary_F1_negative": 0.8891971728549981,
"eval_binary_F1_postive": 0.12781955239145038,
"eval_loss": 0.4176163971424103,
"eval_macro_F1": 0.5085083626232243,
"eval_micro_F1": 0.8033739497757995,
"eval_runtime": 6153.163,
"eval_samples_per_second": 1540.149,
"eval_steps_per_second": 48.13,
"step": 45000
},
{
"epoch": 1.28,
"learning_rate": 2.8608262108262108e-05,
"loss": 0.4577,
"step": 45100
},
{
"epoch": 1.29,
"learning_rate": 2.8561253561253564e-05,
"loss": 0.4507,
"step": 45200
},
{
"epoch": 1.29,
"learning_rate": 2.8513770180436848e-05,
"loss": 0.452,
"step": 45300
},
{
"epoch": 1.29,
"learning_rate": 2.8466286799620133e-05,
"loss": 0.4532,
"step": 45400
},
{
"epoch": 1.3,
"learning_rate": 2.8418803418803418e-05,
"loss": 0.4559,
"step": 45500
},
{
"epoch": 1.3,
"learning_rate": 2.8371320037986702e-05,
"loss": 0.4411,
"step": 45600
},
{
"epoch": 1.3,
"learning_rate": 2.8323836657169994e-05,
"loss": 0.4516,
"step": 45700
},
{
"epoch": 1.3,
"learning_rate": 2.827635327635328e-05,
"loss": 0.4486,
"step": 45800
},
{
"epoch": 1.31,
"learning_rate": 2.822934472934473e-05,
"loss": 0.4618,
"step": 45900
},
{
"epoch": 1.31,
"learning_rate": 2.8181861348528015e-05,
"loss": 0.4604,
"step": 46000
},
{
"epoch": 1.31,
"learning_rate": 2.81343779677113e-05,
"loss": 0.4586,
"step": 46100
},
{
"epoch": 1.32,
"learning_rate": 2.808689458689459e-05,
"loss": 0.4429,
"step": 46200
},
{
"epoch": 1.32,
"learning_rate": 2.8039411206077876e-05,
"loss": 0.4513,
"step": 46300
},
{
"epoch": 1.32,
"learning_rate": 2.799192782526116e-05,
"loss": 0.4526,
"step": 46400
},
{
"epoch": 1.32,
"learning_rate": 2.7944444444444445e-05,
"loss": 0.4423,
"step": 46500
},
{
"epoch": 1.33,
"learning_rate": 2.789696106362773e-05,
"loss": 0.454,
"step": 46600
},
{
"epoch": 1.33,
"learning_rate": 2.7849477682811015e-05,
"loss": 0.4471,
"step": 46700
},
{
"epoch": 1.33,
"learning_rate": 2.7801994301994306e-05,
"loss": 0.4477,
"step": 46800
},
{
"epoch": 1.34,
"learning_rate": 2.775451092117759e-05,
"loss": 0.4615,
"step": 46900
},
{
"epoch": 1.34,
"learning_rate": 2.7707027540360875e-05,
"loss": 0.4612,
"step": 47000
},
{
"epoch": 1.34,
"learning_rate": 2.765954415954416e-05,
"loss": 0.4461,
"step": 47100
},
{
"epoch": 1.34,
"learning_rate": 2.7612060778727445e-05,
"loss": 0.4588,
"step": 47200
},
{
"epoch": 1.35,
"learning_rate": 2.7564577397910736e-05,
"loss": 0.4518,
"step": 47300
},
{
"epoch": 1.35,
"learning_rate": 2.751709401709402e-05,
"loss": 0.4511,
"step": 47400
},
{
"epoch": 1.35,
"learning_rate": 2.7469610636277305e-05,
"loss": 0.4452,
"step": 47500
},
{
"epoch": 1.36,
"learning_rate": 2.742212725546059e-05,
"loss": 0.4621,
"step": 47600
},
{
"epoch": 1.36,
"learning_rate": 2.7374643874643875e-05,
"loss": 0.4574,
"step": 47700
},
{
"epoch": 1.36,
"learning_rate": 2.7327160493827163e-05,
"loss": 0.4472,
"step": 47800
},
{
"epoch": 1.36,
"learning_rate": 2.7279677113010447e-05,
"loss": 0.4573,
"step": 47900
},
{
"epoch": 1.37,
"learning_rate": 2.7232193732193732e-05,
"loss": 0.4561,
"step": 48000
},
{
"epoch": 1.37,
"learning_rate": 2.7184710351377017e-05,
"loss": 0.4571,
"step": 48100
},
{
"epoch": 1.37,
"learning_rate": 2.7137226970560305e-05,
"loss": 0.4553,
"step": 48200
},
{
"epoch": 1.38,
"learning_rate": 2.7089743589743593e-05,
"loss": 0.4414,
"step": 48300
},
{
"epoch": 1.38,
"learning_rate": 2.7042260208926878e-05,
"loss": 0.4598,
"step": 48400
},
{
"epoch": 1.38,
"learning_rate": 2.6994776828110162e-05,
"loss": 0.4544,
"step": 48500
},
{
"epoch": 1.38,
"learning_rate": 2.6947293447293447e-05,
"loss": 0.4509,
"step": 48600
},
{
"epoch": 1.39,
"learning_rate": 2.689981006647673e-05,
"loss": 0.4583,
"step": 48700
},
{
"epoch": 1.39,
"learning_rate": 2.6852326685660016e-05,
"loss": 0.455,
"step": 48800
},
{
"epoch": 1.39,
"learning_rate": 2.6805318138651475e-05,
"loss": 0.4513,
"step": 48900
},
{
"epoch": 1.4,
"learning_rate": 2.675783475783476e-05,
"loss": 0.4416,
"step": 49000
},
{
"epoch": 1.4,
"learning_rate": 2.6710351377018045e-05,
"loss": 0.4435,
"step": 49100
},
{
"epoch": 1.4,
"learning_rate": 2.666286799620133e-05,
"loss": 0.4602,
"step": 49200
},
{
"epoch": 1.4,
"learning_rate": 2.6615384615384614e-05,
"loss": 0.4406,
"step": 49300
},
{
"epoch": 1.41,
"learning_rate": 2.6567901234567905e-05,
"loss": 0.4437,
"step": 49400
},
{
"epoch": 1.41,
"learning_rate": 2.652041785375119e-05,
"loss": 0.4594,
"step": 49500
},
{
"epoch": 1.41,
"learning_rate": 2.6472934472934475e-05,
"loss": 0.4455,
"step": 49600
},
{
"epoch": 1.42,
"learning_rate": 2.642545109211776e-05,
"loss": 0.4486,
"step": 49700
},
{
"epoch": 1.42,
"learning_rate": 2.6377967711301044e-05,
"loss": 0.4428,
"step": 49800
},
{
"epoch": 1.42,
"learning_rate": 2.6330484330484335e-05,
"loss": 0.4406,
"step": 49900
},
{
"epoch": 1.42,
"learning_rate": 2.628300094966762e-05,
"loss": 0.4584,
"step": 50000
},
{
"epoch": 1.42,
"eval_binary_F1_negative": 0.8831693513653097,
"eval_binary_F1_postive": 0.12474272160887594,
"eval_loss": 0.4173279404640198,
"eval_macro_F1": 0.5039560364870929,
"eval_micro_F1": 0.7938552163148983,
"eval_runtime": 6080.6805,
"eval_samples_per_second": 1558.507,
"eval_steps_per_second": 48.703,
"step": 50000
},
{
"epoch": 1.43,
"learning_rate": 2.6235517568850905e-05,
"loss": 0.4532,
"step": 50100
},
{
"epoch": 1.43,
"learning_rate": 2.618803418803419e-05,
"loss": 0.4427,
"step": 50200
},
{
"epoch": 1.43,
"learning_rate": 2.6140550807217474e-05,
"loss": 0.4545,
"step": 50300
},
{
"epoch": 1.44,
"learning_rate": 2.6093067426400762e-05,
"loss": 0.4506,
"step": 50400
},
{
"epoch": 1.44,
"learning_rate": 2.6046058879392214e-05,
"loss": 0.4551,
"step": 50500
},
{
"epoch": 1.44,
"learning_rate": 2.59985754985755e-05,
"loss": 0.4551,
"step": 50600
},
{
"epoch": 1.44,
"learning_rate": 2.5951092117758784e-05,
"loss": 0.4546,
"step": 50700
},
{
"epoch": 1.45,
"learning_rate": 2.590360873694207e-05,
"loss": 0.4546,
"step": 50800
},
{
"epoch": 1.45,
"learning_rate": 2.5856125356125356e-05,
"loss": 0.4535,
"step": 50900
},
{
"epoch": 1.45,
"learning_rate": 2.5808641975308644e-05,
"loss": 0.4506,
"step": 51000
},
{
"epoch": 1.46,
"learning_rate": 2.576115859449193e-05,
"loss": 0.4493,
"step": 51100
},
{
"epoch": 1.46,
"learning_rate": 2.571415004748338e-05,
"loss": 0.4525,
"step": 51200
},
{
"epoch": 1.46,
"learning_rate": 2.5666666666666666e-05,
"loss": 0.4493,
"step": 51300
},
{
"epoch": 1.46,
"learning_rate": 2.561918328584995e-05,
"loss": 0.4549,
"step": 51400
},
{
"epoch": 1.47,
"learning_rate": 2.5571699905033242e-05,
"loss": 0.4661,
"step": 51500
},
{
"epoch": 1.47,
"learning_rate": 2.5524216524216527e-05,
"loss": 0.4558,
"step": 51600
},
{
"epoch": 1.47,
"learning_rate": 2.547673314339981e-05,
"loss": 0.4498,
"step": 51700
},
{
"epoch": 1.48,
"learning_rate": 2.5429724596391264e-05,
"loss": 0.4462,
"step": 51800
},
{
"epoch": 1.48,
"learning_rate": 2.538224121557455e-05,
"loss": 0.461,
"step": 51900
},
{
"epoch": 1.48,
"learning_rate": 2.533475783475784e-05,
"loss": 0.4597,
"step": 52000
},
{
"epoch": 1.48,
"learning_rate": 2.5287274453941124e-05,
"loss": 0.4527,
"step": 52100
},
{
"epoch": 1.49,
"learning_rate": 2.523979107312441e-05,
"loss": 0.4574,
"step": 52200
},
{
"epoch": 1.49,
"learning_rate": 2.5192307692307694e-05,
"loss": 0.4466,
"step": 52300
},
{
"epoch": 1.49,
"learning_rate": 2.514482431149098e-05,
"loss": 0.4524,
"step": 52400
},
{
"epoch": 1.5,
"learning_rate": 2.5097340930674266e-05,
"loss": 0.4449,
"step": 52500
},
{
"epoch": 1.5,
"learning_rate": 2.504985754985755e-05,
"loss": 0.4492,
"step": 52600
},
{
"epoch": 1.5,
"learning_rate": 2.500237416904084e-05,
"loss": 0.4515,
"step": 52700
},
{
"epoch": 1.5,
"learning_rate": 2.4954890788224124e-05,
"loss": 0.4459,
"step": 52800
},
{
"epoch": 1.51,
"learning_rate": 2.490740740740741e-05,
"loss": 0.4449,
"step": 52900
},
{
"epoch": 1.51,
"learning_rate": 2.4859924026590693e-05,
"loss": 0.4385,
"step": 53000
},
{
"epoch": 1.51,
"learning_rate": 2.4812440645773978e-05,
"loss": 0.4509,
"step": 53100
},
{
"epoch": 1.52,
"learning_rate": 2.4764957264957266e-05,
"loss": 0.4543,
"step": 53200
},
{
"epoch": 1.52,
"learning_rate": 2.471747388414055e-05,
"loss": 0.4381,
"step": 53300
},
{
"epoch": 1.52,
"learning_rate": 2.4669990503323835e-05,
"loss": 0.4484,
"step": 53400
},
{
"epoch": 1.52,
"learning_rate": 2.4622507122507123e-05,
"loss": 0.4529,
"step": 53500
},
{
"epoch": 1.53,
"learning_rate": 2.4575023741690408e-05,
"loss": 0.4497,
"step": 53600
},
{
"epoch": 1.53,
"learning_rate": 2.4527540360873696e-05,
"loss": 0.4384,
"step": 53700
},
{
"epoch": 1.53,
"learning_rate": 2.448005698005698e-05,
"loss": 0.4417,
"step": 53800
},
{
"epoch": 1.54,
"learning_rate": 2.4432573599240265e-05,
"loss": 0.4481,
"step": 53900
},
{
"epoch": 1.54,
"learning_rate": 2.4385090218423553e-05,
"loss": 0.4485,
"step": 54000
},
{
"epoch": 1.54,
"learning_rate": 2.4337606837606838e-05,
"loss": 0.4532,
"step": 54100
},
{
"epoch": 1.54,
"learning_rate": 2.4290123456790126e-05,
"loss": 0.4446,
"step": 54200
},
{
"epoch": 1.55,
"learning_rate": 2.424264007597341e-05,
"loss": 0.4462,
"step": 54300
},
{
"epoch": 1.55,
"learning_rate": 2.4195156695156695e-05,
"loss": 0.4463,
"step": 54400
},
{
"epoch": 1.55,
"learning_rate": 2.4147673314339983e-05,
"loss": 0.4546,
"step": 54500
},
{
"epoch": 1.56,
"learning_rate": 2.4100189933523268e-05,
"loss": 0.455,
"step": 54600
},
{
"epoch": 1.56,
"learning_rate": 2.4052706552706553e-05,
"loss": 0.466,
"step": 54700
},
{
"epoch": 1.56,
"learning_rate": 2.400522317188984e-05,
"loss": 0.4458,
"step": 54800
},
{
"epoch": 1.56,
"learning_rate": 2.3957739791073125e-05,
"loss": 0.4397,
"step": 54900
},
{
"epoch": 1.57,
"learning_rate": 2.3910256410256413e-05,
"loss": 0.4461,
"step": 55000
},
{
"epoch": 1.57,
"eval_binary_F1_negative": 0.903273104173285,
"eval_binary_F1_postive": 0.13748510112399526,
"eval_loss": 0.3925754725933075,
"eval_macro_F1": 0.5203791026486402,
"eval_micro_F1": 0.8260534742474929,
"eval_runtime": 6018.9013,
"eval_samples_per_second": 1574.504,
"eval_steps_per_second": 49.203,
"step": 55000
},
{
"epoch": 1.57,
"learning_rate": 2.3862773029439698e-05,
"loss": 0.4471,
"step": 55100
},
{
"epoch": 1.57,
"learning_rate": 2.3815289648622983e-05,
"loss": 0.4476,
"step": 55200
},
{
"epoch": 1.58,
"learning_rate": 2.376828110161444e-05,
"loss": 0.4426,
"step": 55300
},
{
"epoch": 1.58,
"learning_rate": 2.3720797720797723e-05,
"loss": 0.4433,
"step": 55400
},
{
"epoch": 1.58,
"learning_rate": 2.3673314339981008e-05,
"loss": 0.4433,
"step": 55500
},
{
"epoch": 1.58,
"learning_rate": 2.3625830959164292e-05,
"loss": 0.4514,
"step": 55600
},
{
"epoch": 1.59,
"learning_rate": 2.357834757834758e-05,
"loss": 0.4489,
"step": 55700
},
{
"epoch": 1.59,
"learning_rate": 2.3530864197530865e-05,
"loss": 0.4438,
"step": 55800
},
{
"epoch": 1.59,
"learning_rate": 2.348338081671415e-05,
"loss": 0.4422,
"step": 55900
},
{
"epoch": 1.6,
"learning_rate": 2.3436372269705602e-05,
"loss": 0.449,
"step": 56000
},
{
"epoch": 1.6,
"learning_rate": 2.338888888888889e-05,
"loss": 0.4517,
"step": 56100
},
{
"epoch": 1.6,
"learning_rate": 2.3341405508072175e-05,
"loss": 0.4482,
"step": 56200
},
{
"epoch": 1.6,
"learning_rate": 2.3294396961063627e-05,
"loss": 0.4483,
"step": 56300
},
{
"epoch": 1.61,
"learning_rate": 2.3246913580246915e-05,
"loss": 0.4441,
"step": 56400
},
{
"epoch": 1.61,
"learning_rate": 2.31994301994302e-05,
"loss": 0.4383,
"step": 56500
},
{
"epoch": 1.61,
"learning_rate": 2.3151946818613488e-05,
"loss": 0.4412,
"step": 56600
},
{
"epoch": 1.62,
"learning_rate": 2.3104463437796772e-05,
"loss": 0.4454,
"step": 56700
},
{
"epoch": 1.62,
"learning_rate": 2.3056980056980057e-05,
"loss": 0.4504,
"step": 56800
},
{
"epoch": 1.62,
"learning_rate": 2.3009496676163345e-05,
"loss": 0.4367,
"step": 56900
},
{
"epoch": 1.62,
"learning_rate": 2.296201329534663e-05,
"loss": 0.4478,
"step": 57000
},
{
"epoch": 1.63,
"learning_rate": 2.2914529914529918e-05,
"loss": 0.4382,
"step": 57100
},
{
"epoch": 1.63,
"learning_rate": 2.2867046533713202e-05,
"loss": 0.45,
"step": 57200
},
{
"epoch": 1.63,
"learning_rate": 2.2819563152896487e-05,
"loss": 0.4465,
"step": 57300
},
{
"epoch": 1.64,
"learning_rate": 2.2772079772079775e-05,
"loss": 0.4453,
"step": 57400
},
{
"epoch": 1.64,
"learning_rate": 2.272459639126306e-05,
"loss": 0.4501,
"step": 57500
},
{
"epoch": 1.64,
"learning_rate": 2.2677113010446345e-05,
"loss": 0.4412,
"step": 57600
},
{
"epoch": 1.64,
"learning_rate": 2.2629629629629633e-05,
"loss": 0.4433,
"step": 57700
},
{
"epoch": 1.65,
"learning_rate": 2.2582146248812917e-05,
"loss": 0.4464,
"step": 57800
},
{
"epoch": 1.65,
"learning_rate": 2.2534662867996202e-05,
"loss": 0.4455,
"step": 57900
},
{
"epoch": 1.65,
"learning_rate": 2.248717948717949e-05,
"loss": 0.4472,
"step": 58000
},
{
"epoch": 1.66,
"learning_rate": 2.2439696106362775e-05,
"loss": 0.4446,
"step": 58100
},
{
"epoch": 1.66,
"learning_rate": 2.239221272554606e-05,
"loss": 0.4561,
"step": 58200
},
{
"epoch": 1.66,
"learning_rate": 2.2344729344729344e-05,
"loss": 0.4442,
"step": 58300
},
{
"epoch": 1.66,
"learning_rate": 2.2297245963912632e-05,
"loss": 0.4352,
"step": 58400
},
{
"epoch": 1.67,
"learning_rate": 2.2249762583095917e-05,
"loss": 0.4517,
"step": 58500
},
{
"epoch": 1.67,
"learning_rate": 2.220275403608737e-05,
"loss": 0.4532,
"step": 58600
},
{
"epoch": 1.67,
"learning_rate": 2.2155270655270657e-05,
"loss": 0.4364,
"step": 58700
},
{
"epoch": 1.68,
"learning_rate": 2.210826210826211e-05,
"loss": 0.4576,
"step": 58800
},
{
"epoch": 1.68,
"learning_rate": 2.2060778727445394e-05,
"loss": 0.4488,
"step": 58900
},
{
"epoch": 1.68,
"learning_rate": 2.2013295346628682e-05,
"loss": 0.4516,
"step": 59000
},
{
"epoch": 1.68,
"learning_rate": 2.1965811965811967e-05,
"loss": 0.4396,
"step": 59100
},
{
"epoch": 1.69,
"learning_rate": 2.191832858499525e-05,
"loss": 0.453,
"step": 59200
},
{
"epoch": 1.69,
"learning_rate": 2.187084520417854e-05,
"loss": 0.4387,
"step": 59300
},
{
"epoch": 1.69,
"learning_rate": 2.1823361823361824e-05,
"loss": 0.459,
"step": 59400
},
{
"epoch": 1.7,
"learning_rate": 2.1775878442545112e-05,
"loss": 0.4446,
"step": 59500
},
{
"epoch": 1.7,
"learning_rate": 2.1728395061728397e-05,
"loss": 0.4515,
"step": 59600
},
{
"epoch": 1.7,
"learning_rate": 2.168091168091168e-05,
"loss": 0.4532,
"step": 59700
},
{
"epoch": 1.7,
"learning_rate": 2.163342830009497e-05,
"loss": 0.4519,
"step": 59800
},
{
"epoch": 1.71,
"learning_rate": 2.1585944919278254e-05,
"loss": 0.4587,
"step": 59900
},
{
"epoch": 1.71,
"learning_rate": 2.1538461538461542e-05,
"loss": 0.4459,
"step": 60000
},
{
"epoch": 1.71,
"eval_binary_F1_negative": 0.8868438433738486,
"eval_binary_F1_postive": 0.1270438701597026,
"eval_loss": 0.41710054874420166,
"eval_macro_F1": 0.5069438567667756,
"eval_micro_F1": 0.7996569723110768,
"eval_runtime": 6097.117,
"eval_samples_per_second": 1554.306,
"eval_steps_per_second": 48.572,
"step": 60000
},
{
"epoch": 1.71,
"learning_rate": 2.1490978157644827e-05,
"loss": 0.444,
"step": 60100
},
{
"epoch": 1.72,
"learning_rate": 2.144349477682811e-05,
"loss": 0.452,
"step": 60200
},
{
"epoch": 1.72,
"learning_rate": 2.13960113960114e-05,
"loss": 0.46,
"step": 60300
},
{
"epoch": 1.72,
"learning_rate": 2.1348528015194684e-05,
"loss": 0.4513,
"step": 60400
},
{
"epoch": 1.72,
"learning_rate": 2.130104463437797e-05,
"loss": 0.4543,
"step": 60500
},
{
"epoch": 1.73,
"learning_rate": 2.1253561253561253e-05,
"loss": 0.4554,
"step": 60600
},
{
"epoch": 1.73,
"learning_rate": 2.1206077872744538e-05,
"loss": 0.4479,
"step": 60700
},
{
"epoch": 1.73,
"learning_rate": 2.1158594491927826e-05,
"loss": 0.4563,
"step": 60800
},
{
"epoch": 1.74,
"learning_rate": 2.111111111111111e-05,
"loss": 0.4525,
"step": 60900
},
{
"epoch": 1.74,
"learning_rate": 2.1063627730294395e-05,
"loss": 0.4515,
"step": 61000
},
{
"epoch": 1.74,
"learning_rate": 2.1016144349477683e-05,
"loss": 0.4542,
"step": 61100
},
{
"epoch": 1.74,
"learning_rate": 2.0969135802469136e-05,
"loss": 0.4634,
"step": 61200
},
{
"epoch": 1.75,
"learning_rate": 2.0921652421652424e-05,
"loss": 0.4491,
"step": 61300
},
{
"epoch": 1.75,
"learning_rate": 2.087416904083571e-05,
"loss": 0.4521,
"step": 61400
},
{
"epoch": 1.75,
"learning_rate": 2.0826685660018993e-05,
"loss": 0.4495,
"step": 61500
},
{
"epoch": 1.75,
"learning_rate": 2.077920227920228e-05,
"loss": 0.4469,
"step": 61600
},
{
"epoch": 1.76,
"learning_rate": 2.0732193732193733e-05,
"loss": 0.446,
"step": 61700
},
{
"epoch": 1.76,
"learning_rate": 2.0684710351377018e-05,
"loss": 0.4416,
"step": 61800
},
{
"epoch": 1.76,
"learning_rate": 2.0637226970560306e-05,
"loss": 0.4544,
"step": 61900
},
{
"epoch": 1.77,
"learning_rate": 2.058974358974359e-05,
"loss": 0.4422,
"step": 62000
},
{
"epoch": 1.77,
"learning_rate": 2.054226020892688e-05,
"loss": 0.4489,
"step": 62100
},
{
"epoch": 1.77,
"learning_rate": 2.0494776828110163e-05,
"loss": 0.4528,
"step": 62200
},
{
"epoch": 1.77,
"learning_rate": 2.0447293447293448e-05,
"loss": 0.4574,
"step": 62300
},
{
"epoch": 1.78,
"learning_rate": 2.0399810066476736e-05,
"loss": 0.447,
"step": 62400
},
{
"epoch": 1.78,
"learning_rate": 2.035232668566002e-05,
"loss": 0.4434,
"step": 62500
},
{
"epoch": 1.78,
"learning_rate": 2.0304843304843306e-05,
"loss": 0.449,
"step": 62600
},
{
"epoch": 1.79,
"learning_rate": 2.0257359924026594e-05,
"loss": 0.4447,
"step": 62700
},
{
"epoch": 1.79,
"learning_rate": 2.0209876543209878e-05,
"loss": 0.4474,
"step": 62800
},
{
"epoch": 1.79,
"learning_rate": 2.0162393162393163e-05,
"loss": 0.4354,
"step": 62900
},
{
"epoch": 1.79,
"learning_rate": 2.0114909781576448e-05,
"loss": 0.4361,
"step": 63000
},
{
"epoch": 1.8,
"learning_rate": 2.0067426400759736e-05,
"loss": 0.4521,
"step": 63100
},
{
"epoch": 1.8,
"learning_rate": 2.001994301994302e-05,
"loss": 0.4446,
"step": 63200
},
{
"epoch": 1.8,
"learning_rate": 1.9972459639126305e-05,
"loss": 0.4442,
"step": 63300
},
{
"epoch": 1.81,
"learning_rate": 1.9924976258309593e-05,
"loss": 0.4444,
"step": 63400
},
{
"epoch": 1.81,
"learning_rate": 1.9877492877492878e-05,
"loss": 0.4477,
"step": 63500
},
{
"epoch": 1.81,
"learning_rate": 1.9830009496676162e-05,
"loss": 0.4449,
"step": 63600
},
{
"epoch": 1.81,
"learning_rate": 1.978252611585945e-05,
"loss": 0.4495,
"step": 63700
},
{
"epoch": 1.82,
"learning_rate": 1.9735042735042735e-05,
"loss": 0.4433,
"step": 63800
},
{
"epoch": 1.82,
"learning_rate": 1.9688034188034187e-05,
"loss": 0.4592,
"step": 63900
},
{
"epoch": 1.82,
"learning_rate": 1.9640550807217475e-05,
"loss": 0.4553,
"step": 64000
},
{
"epoch": 1.83,
"learning_rate": 1.959306742640076e-05,
"loss": 0.45,
"step": 64100
},
{
"epoch": 1.83,
"learning_rate": 1.9545584045584048e-05,
"loss": 0.4397,
"step": 64200
},
{
"epoch": 1.83,
"learning_rate": 1.9498100664767333e-05,
"loss": 0.441,
"step": 64300
},
{
"epoch": 1.83,
"learning_rate": 1.9450617283950617e-05,
"loss": 0.4417,
"step": 64400
},
{
"epoch": 1.84,
"learning_rate": 1.9403133903133905e-05,
"loss": 0.4389,
"step": 64500
},
{
"epoch": 1.84,
"learning_rate": 1.935565052231719e-05,
"loss": 0.4433,
"step": 64600
},
{
"epoch": 1.84,
"learning_rate": 1.9308167141500475e-05,
"loss": 0.4426,
"step": 64700
},
{
"epoch": 1.85,
"learning_rate": 1.9260683760683763e-05,
"loss": 0.4397,
"step": 64800
},
{
"epoch": 1.85,
"learning_rate": 1.9213200379867047e-05,
"loss": 0.4381,
"step": 64900
},
{
"epoch": 1.85,
"learning_rate": 1.9165716999050335e-05,
"loss": 0.4448,
"step": 65000
},
{
"epoch": 1.85,
"eval_binary_F1_negative": 0.8923812371624389,
"eval_binary_F1_postive": 0.13096124463792627,
"eval_loss": 0.4017094373703003,
"eval_macro_F1": 0.5116712409001826,
"eval_micro_F1": 0.808479689211089,
"eval_runtime": 6068.1256,
"eval_samples_per_second": 1561.732,
"eval_steps_per_second": 48.804,
"step": 65000
},
{
"epoch": 1.85,
"learning_rate": 1.911823361823362e-05,
"loss": 0.4439,
"step": 65100
},
{
"epoch": 1.86,
"learning_rate": 1.9070750237416905e-05,
"loss": 0.453,
"step": 65200
},
{
"epoch": 1.86,
"learning_rate": 1.9023266856600193e-05,
"loss": 0.4544,
"step": 65300
},
{
"epoch": 1.86,
"learning_rate": 1.8976258309591645e-05,
"loss": 0.4609,
"step": 65400
},
{
"epoch": 1.87,
"learning_rate": 1.892877492877493e-05,
"loss": 0.4479,
"step": 65500
},
{
"epoch": 1.87,
"learning_rate": 1.8881291547958214e-05,
"loss": 0.4445,
"step": 65600
},
{
"epoch": 1.87,
"learning_rate": 1.88338081671415e-05,
"loss": 0.4449,
"step": 65700
},
{
"epoch": 1.87,
"learning_rate": 1.8786324786324787e-05,
"loss": 0.4522,
"step": 65800
},
{
"epoch": 1.88,
"learning_rate": 1.8738841405508072e-05,
"loss": 0.4489,
"step": 65900
},
{
"epoch": 1.88,
"learning_rate": 1.8691358024691356e-05,
"loss": 0.4516,
"step": 66000
},
{
"epoch": 1.88,
"learning_rate": 1.8643874643874644e-05,
"loss": 0.44,
"step": 66100
},
{
"epoch": 1.89,
"learning_rate": 1.859639126305793e-05,
"loss": 0.4482,
"step": 66200
},
{
"epoch": 1.89,
"learning_rate": 1.8548907882241217e-05,
"loss": 0.4332,
"step": 66300
},
{
"epoch": 1.89,
"learning_rate": 1.850189933523267e-05,
"loss": 0.4459,
"step": 66400
},
{
"epoch": 1.89,
"learning_rate": 1.8454415954415954e-05,
"loss": 0.4442,
"step": 66500
},
{
"epoch": 1.9,
"learning_rate": 1.8406932573599242e-05,
"loss": 0.457,
"step": 66600
},
{
"epoch": 1.9,
"learning_rate": 1.8359449192782527e-05,
"loss": 0.4556,
"step": 66700
},
{
"epoch": 1.9,
"learning_rate": 1.831196581196581e-05,
"loss": 0.45,
"step": 66800
},
{
"epoch": 1.91,
"learning_rate": 1.82644824311491e-05,
"loss": 0.4496,
"step": 66900
},
{
"epoch": 1.91,
"learning_rate": 1.8217473884140552e-05,
"loss": 0.4568,
"step": 67000
},
{
"epoch": 1.91,
"learning_rate": 1.816999050332384e-05,
"loss": 0.4474,
"step": 67100
},
{
"epoch": 1.91,
"learning_rate": 1.8122507122507124e-05,
"loss": 0.4452,
"step": 67200
},
{
"epoch": 1.92,
"learning_rate": 1.807502374169041e-05,
"loss": 0.4524,
"step": 67300
},
{
"epoch": 1.92,
"learning_rate": 1.8027540360873697e-05,
"loss": 0.4444,
"step": 67400
},
{
"epoch": 1.92,
"learning_rate": 1.7980056980056982e-05,
"loss": 0.4551,
"step": 67500
},
{
"epoch": 1.93,
"learning_rate": 1.7932573599240267e-05,
"loss": 0.451,
"step": 67600
},
{
"epoch": 1.93,
"learning_rate": 1.7885090218423555e-05,
"loss": 0.4405,
"step": 67700
},
{
"epoch": 1.93,
"learning_rate": 1.783760683760684e-05,
"loss": 0.4516,
"step": 67800
},
{
"epoch": 1.93,
"learning_rate": 1.7790123456790124e-05,
"loss": 0.453,
"step": 67900
},
{
"epoch": 1.94,
"learning_rate": 1.774264007597341e-05,
"loss": 0.4472,
"step": 68000
},
{
"epoch": 1.94,
"learning_rate": 1.7695156695156697e-05,
"loss": 0.4419,
"step": 68100
},
{
"epoch": 1.94,
"learning_rate": 1.764767331433998e-05,
"loss": 0.4488,
"step": 68200
},
{
"epoch": 1.95,
"learning_rate": 1.7600189933523266e-05,
"loss": 0.4447,
"step": 68300
},
{
"epoch": 1.95,
"learning_rate": 1.7552706552706554e-05,
"loss": 0.4404,
"step": 68400
},
{
"epoch": 1.95,
"learning_rate": 1.750522317188984e-05,
"loss": 0.4364,
"step": 68500
},
{
"epoch": 1.95,
"learning_rate": 1.745821462488129e-05,
"loss": 0.4407,
"step": 68600
},
{
"epoch": 1.96,
"learning_rate": 1.741073124406458e-05,
"loss": 0.4412,
"step": 68700
},
{
"epoch": 1.96,
"learning_rate": 1.7363247863247864e-05,
"loss": 0.45,
"step": 68800
},
{
"epoch": 1.96,
"learning_rate": 1.7315764482431148e-05,
"loss": 0.455,
"step": 68900
},
{
"epoch": 1.97,
"learning_rate": 1.7268281101614436e-05,
"loss": 0.4452,
"step": 69000
},
{
"epoch": 1.97,
"learning_rate": 1.722079772079772e-05,
"loss": 0.441,
"step": 69100
},
{
"epoch": 1.97,
"learning_rate": 1.717331433998101e-05,
"loss": 0.4394,
"step": 69200
},
{
"epoch": 1.97,
"learning_rate": 1.7125830959164294e-05,
"loss": 0.4526,
"step": 69300
},
{
"epoch": 1.98,
"learning_rate": 1.707834757834758e-05,
"loss": 0.4489,
"step": 69400
},
{
"epoch": 1.98,
"learning_rate": 1.7030864197530866e-05,
"loss": 0.4473,
"step": 69500
},
{
"epoch": 1.98,
"learning_rate": 1.698338081671415e-05,
"loss": 0.4472,
"step": 69600
},
{
"epoch": 1.99,
"learning_rate": 1.6935897435897436e-05,
"loss": 0.4499,
"step": 69700
},
{
"epoch": 1.99,
"learning_rate": 1.6888414055080724e-05,
"loss": 0.4471,
"step": 69800
},
{
"epoch": 1.99,
"learning_rate": 1.684093067426401e-05,
"loss": 0.4486,
"step": 69900
},
{
"epoch": 1.99,
"learning_rate": 1.6793447293447296e-05,
"loss": 0.4408,
"step": 70000
},
{
"epoch": 1.99,
"eval_binary_F1_negative": 0.8824636576561534,
"eval_binary_F1_postive": 0.12512000185320726,
"eval_loss": 0.42592427134513855,
"eval_macro_F1": 0.5037918297546804,
"eval_micro_F1": 0.7927680333817816,
"eval_runtime": 6059.415,
"eval_samples_per_second": 1563.977,
"eval_steps_per_second": 48.874,
"step": 70000
},
{
"epoch": 2.0,
"learning_rate": 1.674596391263058e-05,
"loss": 0.4405,
"step": 70100
},
{
"epoch": 2.0,
"learning_rate": 1.6698480531813866e-05,
"loss": 0.4459,
"step": 70200
},
{
"epoch": 2.0,
"learning_rate": 1.6650997150997154e-05,
"loss": 0.4429,
"step": 70300
},
{
"epoch": 2.01,
"learning_rate": 1.660351377018044e-05,
"loss": 0.4395,
"step": 70400
},
{
"epoch": 2.01,
"learning_rate": 1.6556030389363723e-05,
"loss": 0.4405,
"step": 70500
},
{
"epoch": 2.01,
"learning_rate": 1.650854700854701e-05,
"loss": 0.4326,
"step": 70600
},
{
"epoch": 2.01,
"learning_rate": 1.6461063627730296e-05,
"loss": 0.4455,
"step": 70700
},
{
"epoch": 2.02,
"learning_rate": 1.641358024691358e-05,
"loss": 0.4324,
"step": 70800
},
{
"epoch": 2.02,
"learning_rate": 1.6366096866096865e-05,
"loss": 0.4234,
"step": 70900
},
{
"epoch": 2.02,
"learning_rate": 1.6319088319088317e-05,
"loss": 0.4387,
"step": 71000
},
{
"epoch": 2.03,
"learning_rate": 1.6272079772079773e-05,
"loss": 0.448,
"step": 71100
},
{
"epoch": 2.03,
"learning_rate": 1.6224596391263058e-05,
"loss": 0.4339,
"step": 71200
},
{
"epoch": 2.03,
"learning_rate": 1.6177113010446346e-05,
"loss": 0.4398,
"step": 71300
},
{
"epoch": 2.03,
"learning_rate": 1.612962962962963e-05,
"loss": 0.4359,
"step": 71400
},
{
"epoch": 2.04,
"learning_rate": 1.6082146248812915e-05,
"loss": 0.4351,
"step": 71500
},
{
"epoch": 2.04,
"learning_rate": 1.6034662867996203e-05,
"loss": 0.448,
"step": 71600
},
{
"epoch": 2.04,
"learning_rate": 1.5987654320987655e-05,
"loss": 0.438,
"step": 71700
},
{
"epoch": 2.05,
"learning_rate": 1.594017094017094e-05,
"loss": 0.4377,
"step": 71800
},
{
"epoch": 2.05,
"learning_rate": 1.5892687559354228e-05,
"loss": 0.4424,
"step": 71900
},
{
"epoch": 2.05,
"learning_rate": 1.5845204178537513e-05,
"loss": 0.4379,
"step": 72000
},
{
"epoch": 2.05,
"learning_rate": 1.57977207977208e-05,
"loss": 0.4339,
"step": 72100
},
{
"epoch": 2.06,
"learning_rate": 1.5750237416904085e-05,
"loss": 0.4291,
"step": 72200
},
{
"epoch": 2.06,
"learning_rate": 1.570275403608737e-05,
"loss": 0.4372,
"step": 72300
},
{
"epoch": 2.06,
"learning_rate": 1.5655270655270658e-05,
"loss": 0.4475,
"step": 72400
},
{
"epoch": 2.07,
"learning_rate": 1.5607787274453943e-05,
"loss": 0.4366,
"step": 72500
},
{
"epoch": 2.07,
"learning_rate": 1.5560303893637227e-05,
"loss": 0.4315,
"step": 72600
},
{
"epoch": 2.07,
"learning_rate": 1.5512820512820516e-05,
"loss": 0.4326,
"step": 72700
},
{
"epoch": 2.07,
"learning_rate": 1.54653371320038e-05,
"loss": 0.4463,
"step": 72800
},
{
"epoch": 2.08,
"learning_rate": 1.5417853751187085e-05,
"loss": 0.4379,
"step": 72900
},
{
"epoch": 2.08,
"learning_rate": 1.537037037037037e-05,
"loss": 0.436,
"step": 73000
},
{
"epoch": 2.08,
"learning_rate": 1.5322886989553654e-05,
"loss": 0.438,
"step": 73100
},
{
"epoch": 2.09,
"learning_rate": 1.5275403608736942e-05,
"loss": 0.4343,
"step": 73200
},
{
"epoch": 2.09,
"learning_rate": 1.5227920227920229e-05,
"loss": 0.4447,
"step": 73300
},
{
"epoch": 2.09,
"learning_rate": 1.5180436847103515e-05,
"loss": 0.4361,
"step": 73400
},
{
"epoch": 2.09,
"learning_rate": 1.5132953466286801e-05,
"loss": 0.4378,
"step": 73500
},
{
"epoch": 2.1,
"learning_rate": 1.5085470085470086e-05,
"loss": 0.4378,
"step": 73600
},
{
"epoch": 2.1,
"learning_rate": 1.5037986704653372e-05,
"loss": 0.4315,
"step": 73700
},
{
"epoch": 2.1,
"learning_rate": 1.4990503323836657e-05,
"loss": 0.438,
"step": 73800
},
{
"epoch": 2.11,
"learning_rate": 1.4943019943019942e-05,
"loss": 0.4371,
"step": 73900
},
{
"epoch": 2.11,
"learning_rate": 1.489553656220323e-05,
"loss": 0.43,
"step": 74000
},
{
"epoch": 2.11,
"learning_rate": 1.4848053181386514e-05,
"loss": 0.4254,
"step": 74100
},
{
"epoch": 2.11,
"learning_rate": 1.4800569800569802e-05,
"loss": 0.4311,
"step": 74200
},
{
"epoch": 2.12,
"learning_rate": 1.4753086419753087e-05,
"loss": 0.4243,
"step": 74300
},
{
"epoch": 2.12,
"learning_rate": 1.4705603038936372e-05,
"loss": 0.4274,
"step": 74400
},
{
"epoch": 2.12,
"learning_rate": 1.465811965811966e-05,
"loss": 0.4223,
"step": 74500
},
{
"epoch": 2.13,
"learning_rate": 1.4610636277302944e-05,
"loss": 0.4318,
"step": 74600
},
{
"epoch": 2.13,
"learning_rate": 1.4563152896486232e-05,
"loss": 0.4183,
"step": 74700
},
{
"epoch": 2.13,
"learning_rate": 1.4515669515669517e-05,
"loss": 0.4271,
"step": 74800
},
{
"epoch": 2.13,
"learning_rate": 1.446866096866097e-05,
"loss": 0.4278,
"step": 74900
},
{
"epoch": 2.14,
"learning_rate": 1.4421177587844256e-05,
"loss": 0.4213,
"step": 75000
},
{
"epoch": 2.14,
"eval_binary_F1_negative": 0.8895014744009567,
"eval_binary_F1_postive": 0.1294856799712583,
"eval_loss": 0.4064924120903015,
"eval_macro_F1": 0.5094935771861075,
"eval_micro_F1": 0.8038954345914323,
"eval_runtime": 6121.7432,
"eval_samples_per_second": 1548.053,
"eval_steps_per_second": 48.377,
"step": 75000
},
{
"epoch": 2.14,
"learning_rate": 1.437369420702754e-05,
"loss": 0.4396,
"step": 75100
},
{
"epoch": 2.14,
"learning_rate": 1.4326685660018993e-05,
"loss": 0.4253,
"step": 75200
},
{
"epoch": 2.15,
"learning_rate": 1.427920227920228e-05,
"loss": 0.4231,
"step": 75300
},
{
"epoch": 2.15,
"learning_rate": 1.4231718898385565e-05,
"loss": 0.4348,
"step": 75400
},
{
"epoch": 2.15,
"learning_rate": 1.4184235517568853e-05,
"loss": 0.4167,
"step": 75500
},
{
"epoch": 2.15,
"learning_rate": 1.4136752136752138e-05,
"loss": 0.4221,
"step": 75600
},
{
"epoch": 2.16,
"learning_rate": 1.4089268755935423e-05,
"loss": 0.4321,
"step": 75700
},
{
"epoch": 2.16,
"learning_rate": 1.404178537511871e-05,
"loss": 0.4282,
"step": 75800
},
{
"epoch": 2.16,
"learning_rate": 1.3994301994301995e-05,
"loss": 0.4317,
"step": 75900
},
{
"epoch": 2.17,
"learning_rate": 1.394681861348528e-05,
"loss": 0.4209,
"step": 76000
},
{
"epoch": 2.17,
"learning_rate": 1.3899335232668566e-05,
"loss": 0.4364,
"step": 76100
},
{
"epoch": 2.17,
"learning_rate": 1.3851851851851853e-05,
"loss": 0.4315,
"step": 76200
},
{
"epoch": 2.17,
"learning_rate": 1.380436847103514e-05,
"loss": 0.4261,
"step": 76300
},
{
"epoch": 2.18,
"learning_rate": 1.3756885090218424e-05,
"loss": 0.4251,
"step": 76400
},
{
"epoch": 2.18,
"learning_rate": 1.3709401709401708e-05,
"loss": 0.4287,
"step": 76500
},
{
"epoch": 2.18,
"learning_rate": 1.3661918328584997e-05,
"loss": 0.4275,
"step": 76600
},
{
"epoch": 2.19,
"learning_rate": 1.3614434947768281e-05,
"loss": 0.4326,
"step": 76700
},
{
"epoch": 2.19,
"learning_rate": 1.3566951566951566e-05,
"loss": 0.425,
"step": 76800
},
{
"epoch": 2.19,
"learning_rate": 1.3519468186134854e-05,
"loss": 0.4261,
"step": 76900
},
{
"epoch": 2.19,
"learning_rate": 1.3471984805318139e-05,
"loss": 0.4371,
"step": 77000
},
{
"epoch": 2.2,
"learning_rate": 1.3424501424501427e-05,
"loss": 0.4285,
"step": 77100
},
{
"epoch": 2.2,
"learning_rate": 1.3377018043684711e-05,
"loss": 0.4308,
"step": 77200
},
{
"epoch": 2.2,
"learning_rate": 1.3329534662867996e-05,
"loss": 0.4214,
"step": 77300
},
{
"epoch": 2.21,
"learning_rate": 1.3282051282051284e-05,
"loss": 0.4276,
"step": 77400
},
{
"epoch": 2.21,
"learning_rate": 1.3234567901234569e-05,
"loss": 0.4306,
"step": 77500
},
{
"epoch": 2.21,
"learning_rate": 1.3187084520417855e-05,
"loss": 0.4211,
"step": 77600
},
{
"epoch": 2.21,
"learning_rate": 1.3140075973409307e-05,
"loss": 0.4259,
"step": 77700
},
{
"epoch": 2.22,
"learning_rate": 1.3092592592592592e-05,
"loss": 0.41,
"step": 77800
},
{
"epoch": 2.22,
"learning_rate": 1.304510921177588e-05,
"loss": 0.4367,
"step": 77900
},
{
"epoch": 2.22,
"learning_rate": 1.2997625830959165e-05,
"loss": 0.4161,
"step": 78000
},
{
"epoch": 2.23,
"learning_rate": 1.295014245014245e-05,
"loss": 0.4236,
"step": 78100
},
{
"epoch": 2.23,
"learning_rate": 1.2902659069325737e-05,
"loss": 0.418,
"step": 78200
},
{
"epoch": 2.23,
"learning_rate": 1.2855175688509022e-05,
"loss": 0.4205,
"step": 78300
},
{
"epoch": 2.23,
"learning_rate": 1.280769230769231e-05,
"loss": 0.4155,
"step": 78400
},
{
"epoch": 2.24,
"learning_rate": 1.2760208926875595e-05,
"loss": 0.4344,
"step": 78500
},
{
"epoch": 2.24,
"learning_rate": 1.271272554605888e-05,
"loss": 0.4164,
"step": 78600
},
{
"epoch": 2.24,
"learning_rate": 1.2665716999050333e-05,
"loss": 0.4077,
"step": 78700
},
{
"epoch": 2.25,
"learning_rate": 1.2618708452041786e-05,
"loss": 0.4327,
"step": 78800
},
{
"epoch": 2.25,
"learning_rate": 1.257122507122507e-05,
"loss": 0.4159,
"step": 78900
},
{
"epoch": 2.25,
"learning_rate": 1.2523741690408358e-05,
"loss": 0.4347,
"step": 79000
},
{
"epoch": 2.25,
"learning_rate": 1.2476258309591643e-05,
"loss": 0.4229,
"step": 79100
},
{
"epoch": 2.26,
"learning_rate": 1.242877492877493e-05,
"loss": 0.4228,
"step": 79200
},
{
"epoch": 2.26,
"learning_rate": 1.2381291547958216e-05,
"loss": 0.4244,
"step": 79300
},
{
"epoch": 2.26,
"learning_rate": 1.2333808167141502e-05,
"loss": 0.4178,
"step": 79400
},
{
"epoch": 2.26,
"learning_rate": 1.2286324786324787e-05,
"loss": 0.4178,
"step": 79500
},
{
"epoch": 2.27,
"learning_rate": 1.2238841405508073e-05,
"loss": 0.4348,
"step": 79600
},
{
"epoch": 2.27,
"learning_rate": 1.219135802469136e-05,
"loss": 0.4149,
"step": 79700
},
{
"epoch": 2.27,
"learning_rate": 1.2143874643874644e-05,
"loss": 0.4212,
"step": 79800
},
{
"epoch": 2.28,
"learning_rate": 1.209639126305793e-05,
"loss": 0.4162,
"step": 79900
},
{
"epoch": 2.28,
"learning_rate": 1.2048907882241215e-05,
"loss": 0.4153,
"step": 80000
},
{
"epoch": 2.28,
"eval_binary_F1_negative": 0.8925881895571441,
"eval_binary_F1_postive": 0.130868243395573,
"eval_loss": 0.4078446924686432,
"eval_macro_F1": 0.5117282164763586,
"eval_micro_F1": 0.808805221517084,
"eval_runtime": 5859.7848,
"eval_samples_per_second": 1617.258,
"eval_steps_per_second": 50.539,
"step": 80000
},
{
"epoch": 2.28,
"learning_rate": 1.2001424501424501e-05,
"loss": 0.4134,
"step": 80100
},
{
"epoch": 2.28,
"learning_rate": 1.1954415954415955e-05,
"loss": 0.4295,
"step": 80200
},
{
"epoch": 2.29,
"learning_rate": 1.1906932573599242e-05,
"loss": 0.4195,
"step": 80300
},
{
"epoch": 2.29,
"learning_rate": 1.1859449192782526e-05,
"loss": 0.4215,
"step": 80400
},
{
"epoch": 2.29,
"learning_rate": 1.1811965811965813e-05,
"loss": 0.4188,
"step": 80500
},
{
"epoch": 2.3,
"learning_rate": 1.1764482431149099e-05,
"loss": 0.4287,
"step": 80600
},
{
"epoch": 2.3,
"learning_rate": 1.1716999050332385e-05,
"loss": 0.4088,
"step": 80700
},
{
"epoch": 2.3,
"learning_rate": 1.166951566951567e-05,
"loss": 0.4208,
"step": 80800
},
{
"epoch": 2.3,
"learning_rate": 1.1622032288698956e-05,
"loss": 0.4119,
"step": 80900
},
{
"epoch": 2.31,
"learning_rate": 1.1574548907882243e-05,
"loss": 0.4337,
"step": 81000
},
{
"epoch": 2.31,
"learning_rate": 1.1527065527065527e-05,
"loss": 0.4261,
"step": 81100
},
{
"epoch": 2.31,
"learning_rate": 1.1479582146248812e-05,
"loss": 0.4244,
"step": 81200
},
{
"epoch": 2.32,
"learning_rate": 1.1432098765432098e-05,
"loss": 0.4059,
"step": 81300
},
{
"epoch": 2.32,
"learning_rate": 1.1384615384615385e-05,
"loss": 0.4165,
"step": 81400
},
{
"epoch": 2.32,
"learning_rate": 1.1337132003798671e-05,
"loss": 0.4186,
"step": 81500
},
{
"epoch": 2.32,
"learning_rate": 1.1289648622981956e-05,
"loss": 0.4068,
"step": 81600
},
{
"epoch": 2.33,
"learning_rate": 1.1242165242165242e-05,
"loss": 0.4214,
"step": 81700
},
{
"epoch": 2.33,
"learning_rate": 1.1194681861348529e-05,
"loss": 0.4126,
"step": 81800
},
{
"epoch": 2.33,
"learning_rate": 1.1147198480531815e-05,
"loss": 0.4129,
"step": 81900
},
{
"epoch": 2.34,
"learning_rate": 1.1099715099715101e-05,
"loss": 0.4294,
"step": 82000
},
{
"epoch": 2.34,
"learning_rate": 1.1052231718898386e-05,
"loss": 0.432,
"step": 82100
},
{
"epoch": 2.34,
"learning_rate": 1.1004748338081672e-05,
"loss": 0.4131,
"step": 82200
},
{
"epoch": 2.34,
"learning_rate": 1.0957739791073125e-05,
"loss": 0.4313,
"step": 82300
},
{
"epoch": 2.35,
"learning_rate": 1.0910256410256411e-05,
"loss": 0.4144,
"step": 82400
},
{
"epoch": 2.35,
"learning_rate": 1.0862773029439696e-05,
"loss": 0.4142,
"step": 82500
},
{
"epoch": 2.35,
"learning_rate": 1.0815289648622982e-05,
"loss": 0.4122,
"step": 82600
},
{
"epoch": 2.36,
"learning_rate": 1.0767806267806268e-05,
"loss": 0.4345,
"step": 82700
},
{
"epoch": 2.36,
"learning_rate": 1.0720322886989555e-05,
"loss": 0.4269,
"step": 82800
},
{
"epoch": 2.36,
"learning_rate": 1.067283950617284e-05,
"loss": 0.4135,
"step": 82900
},
{
"epoch": 2.36,
"learning_rate": 1.0625356125356126e-05,
"loss": 0.4234,
"step": 83000
},
{
"epoch": 2.37,
"learning_rate": 1.0577872744539412e-05,
"loss": 0.423,
"step": 83100
},
{
"epoch": 2.37,
"learning_rate": 1.0530389363722698e-05,
"loss": 0.4201,
"step": 83200
},
{
"epoch": 2.37,
"learning_rate": 1.0482905982905983e-05,
"loss": 0.4302,
"step": 83300
},
{
"epoch": 2.38,
"learning_rate": 1.043542260208927e-05,
"loss": 0.402,
"step": 83400
},
{
"epoch": 2.38,
"learning_rate": 1.0387939221272556e-05,
"loss": 0.4262,
"step": 83500
},
{
"epoch": 2.38,
"learning_rate": 1.0340455840455842e-05,
"loss": 0.4249,
"step": 83600
},
{
"epoch": 2.38,
"learning_rate": 1.0292972459639127e-05,
"loss": 0.4204,
"step": 83700
},
{
"epoch": 2.39,
"learning_rate": 1.0245489078822413e-05,
"loss": 0.4268,
"step": 83800
},
{
"epoch": 2.39,
"learning_rate": 1.0198005698005698e-05,
"loss": 0.4194,
"step": 83900
},
{
"epoch": 2.39,
"learning_rate": 1.0150522317188984e-05,
"loss": 0.4186,
"step": 84000
},
{
"epoch": 2.4,
"learning_rate": 1.010303893637227e-05,
"loss": 0.4044,
"step": 84100
},
{
"epoch": 2.4,
"learning_rate": 1.0056030389363723e-05,
"loss": 0.4113,
"step": 84200
},
{
"epoch": 2.4,
"learning_rate": 1.0008547008547009e-05,
"loss": 0.4323,
"step": 84300
},
{
"epoch": 2.4,
"learning_rate": 9.961063627730295e-06,
"loss": 0.4072,
"step": 84400
},
{
"epoch": 2.41,
"learning_rate": 9.913580246913582e-06,
"loss": 0.4075,
"step": 84500
},
{
"epoch": 2.41,
"learning_rate": 9.866096866096866e-06,
"loss": 0.4222,
"step": 84600
},
{
"epoch": 2.41,
"learning_rate": 9.818613485280153e-06,
"loss": 0.4133,
"step": 84700
},
{
"epoch": 2.42,
"learning_rate": 9.771130104463439e-06,
"loss": 0.4124,
"step": 84800
},
{
"epoch": 2.42,
"learning_rate": 9.723646723646725e-06,
"loss": 0.4083,
"step": 84900
},
{
"epoch": 2.42,
"learning_rate": 9.67616334283001e-06,
"loss": 0.4054,
"step": 85000
},
{
"epoch": 2.42,
"eval_binary_F1_negative": 0.9003478851520047,
"eval_binary_F1_postive": 0.1351646421298386,
"eval_loss": 0.3821626603603363,
"eval_macro_F1": 0.5177562636409216,
"eval_micro_F1": 0.8212881455801576,
"eval_runtime": 5802.2246,
"eval_samples_per_second": 1633.302,
"eval_steps_per_second": 51.041,
"step": 85000
},
{
"epoch": 2.42,
"learning_rate": 9.628679962013295e-06,
"loss": 0.4289,
"step": 85100
},
{
"epoch": 2.43,
"learning_rate": 9.581196581196581e-06,
"loss": 0.4184,
"step": 85200
},
{
"epoch": 2.43,
"learning_rate": 9.534188034188035e-06,
"loss": 0.4084,
"step": 85300
},
{
"epoch": 2.43,
"learning_rate": 9.48670465337132e-06,
"loss": 0.4204,
"step": 85400
},
{
"epoch": 2.44,
"learning_rate": 9.439221272554606e-06,
"loss": 0.4249,
"step": 85500
},
{
"epoch": 2.44,
"learning_rate": 9.391737891737892e-06,
"loss": 0.4246,
"step": 85600
},
{
"epoch": 2.44,
"learning_rate": 9.344254510921179e-06,
"loss": 0.4209,
"step": 85700
},
{
"epoch": 2.44,
"learning_rate": 9.296771130104463e-06,
"loss": 0.4246,
"step": 85800
},
{
"epoch": 2.45,
"learning_rate": 9.24928774928775e-06,
"loss": 0.4244,
"step": 85900
},
{
"epoch": 2.45,
"learning_rate": 9.201804368471036e-06,
"loss": 0.4206,
"step": 86000
},
{
"epoch": 2.45,
"learning_rate": 9.154320987654323e-06,
"loss": 0.4166,
"step": 86100
},
{
"epoch": 2.46,
"learning_rate": 9.106837606837607e-06,
"loss": 0.4187,
"step": 86200
},
{
"epoch": 2.46,
"learning_rate": 9.05982905982906e-06,
"loss": 0.4176,
"step": 86300
},
{
"epoch": 2.46,
"learning_rate": 9.012345679012346e-06,
"loss": 0.4159,
"step": 86400
},
{
"epoch": 2.46,
"learning_rate": 8.9653371320038e-06,
"loss": 0.418,
"step": 86500
},
{
"epoch": 2.47,
"learning_rate": 8.917853751187084e-06,
"loss": 0.4373,
"step": 86600
},
{
"epoch": 2.47,
"learning_rate": 8.87037037037037e-06,
"loss": 0.4244,
"step": 86700
},
{
"epoch": 2.47,
"learning_rate": 8.822886989553657e-06,
"loss": 0.4146,
"step": 86800
},
{
"epoch": 2.48,
"learning_rate": 8.775403608736943e-06,
"loss": 0.4156,
"step": 86900
},
{
"epoch": 2.48,
"learning_rate": 8.727920227920228e-06,
"loss": 0.4252,
"step": 87000
},
{
"epoch": 2.48,
"learning_rate": 8.680436847103514e-06,
"loss": 0.4254,
"step": 87100
},
{
"epoch": 2.48,
"learning_rate": 8.632953466286801e-06,
"loss": 0.4196,
"step": 87200
},
{
"epoch": 2.49,
"learning_rate": 8.585470085470086e-06,
"loss": 0.423,
"step": 87300
},
{
"epoch": 2.49,
"learning_rate": 8.537986704653372e-06,
"loss": 0.4097,
"step": 87400
},
{
"epoch": 2.49,
"learning_rate": 8.490503323836657e-06,
"loss": 0.4229,
"step": 87500
},
{
"epoch": 2.5,
"learning_rate": 8.44349477682811e-06,
"loss": 0.4127,
"step": 87600
},
{
"epoch": 2.5,
"learning_rate": 8.396011396011397e-06,
"loss": 0.4163,
"step": 87700
},
{
"epoch": 2.5,
"learning_rate": 8.348528015194683e-06,
"loss": 0.4222,
"step": 87800
},
{
"epoch": 2.5,
"learning_rate": 8.301044634377968e-06,
"loss": 0.4099,
"step": 87900
},
{
"epoch": 2.51,
"learning_rate": 8.253561253561254e-06,
"loss": 0.4159,
"step": 88000
},
{
"epoch": 2.51,
"learning_rate": 8.20607787274454e-06,
"loss": 0.4086,
"step": 88100
},
{
"epoch": 2.51,
"learning_rate": 8.158594491927827e-06,
"loss": 0.4167,
"step": 88200
},
{
"epoch": 2.52,
"learning_rate": 8.111111111111112e-06,
"loss": 0.4225,
"step": 88300
},
{
"epoch": 2.52,
"learning_rate": 8.063627730294398e-06,
"loss": 0.4057,
"step": 88400
},
{
"epoch": 2.52,
"learning_rate": 8.016144349477683e-06,
"loss": 0.419,
"step": 88500
},
{
"epoch": 2.52,
"learning_rate": 7.968660968660969e-06,
"loss": 0.4164,
"step": 88600
},
{
"epoch": 2.53,
"learning_rate": 7.921177587844254e-06,
"loss": 0.4185,
"step": 88700
},
{
"epoch": 2.53,
"learning_rate": 7.87369420702754e-06,
"loss": 0.4082,
"step": 88800
},
{
"epoch": 2.53,
"learning_rate": 7.826210826210826e-06,
"loss": 0.4059,
"step": 88900
},
{
"epoch": 2.54,
"learning_rate": 7.778727445394113e-06,
"loss": 0.4189,
"step": 89000
},
{
"epoch": 2.54,
"learning_rate": 7.731244064577399e-06,
"loss": 0.4194,
"step": 89100
},
{
"epoch": 2.54,
"learning_rate": 7.683760683760684e-06,
"loss": 0.4207,
"step": 89200
},
{
"epoch": 2.54,
"learning_rate": 7.63627730294397e-06,
"loss": 0.4158,
"step": 89300
},
{
"epoch": 2.55,
"learning_rate": 7.589268755935423e-06,
"loss": 0.4108,
"step": 89400
},
{
"epoch": 2.55,
"learning_rate": 7.541785375118708e-06,
"loss": 0.417,
"step": 89500
},
{
"epoch": 2.55,
"learning_rate": 7.494301994301994e-06,
"loss": 0.4213,
"step": 89600
},
{
"epoch": 2.56,
"learning_rate": 7.4468186134852805e-06,
"loss": 0.4297,
"step": 89700
},
{
"epoch": 2.56,
"learning_rate": 7.399335232668567e-06,
"loss": 0.4309,
"step": 89800
},
{
"epoch": 2.56,
"learning_rate": 7.351851851851853e-06,
"loss": 0.4122,
"step": 89900
},
{
"epoch": 2.56,
"learning_rate": 7.304368471035138e-06,
"loss": 0.4036,
"step": 90000
},
{
"epoch": 2.56,
"eval_binary_F1_negative": 0.8948790984171406,
"eval_binary_F1_postive": 0.1321842841084109,
"eval_loss": 0.39195898175239563,
"eval_macro_F1": 0.5135316912627758,
"eval_micro_F1": 0.8124737648396829,
"eval_runtime": 6154.1657,
"eval_samples_per_second": 1539.898,
"eval_steps_per_second": 48.122,
"step": 90000
},
{
"epoch": 2.57,
"learning_rate": 7.256885090218423e-06,
"loss": 0.4112,
"step": 90100
},
{
"epoch": 2.57,
"learning_rate": 7.20940170940171e-06,
"loss": 0.4153,
"step": 90200
},
{
"epoch": 2.57,
"learning_rate": 7.161918328584996e-06,
"loss": 0.4187,
"step": 90300
},
{
"epoch": 2.58,
"learning_rate": 7.114434947768281e-06,
"loss": 0.4102,
"step": 90400
},
{
"epoch": 2.58,
"learning_rate": 7.066951566951567e-06,
"loss": 0.4078,
"step": 90500
},
{
"epoch": 2.58,
"learning_rate": 7.0194681861348535e-06,
"loss": 0.4098,
"step": 90600
},
{
"epoch": 2.58,
"learning_rate": 6.97198480531814e-06,
"loss": 0.4168,
"step": 90700
},
{
"epoch": 2.59,
"learning_rate": 6.9245014245014245e-06,
"loss": 0.4196,
"step": 90800
},
{
"epoch": 2.59,
"learning_rate": 6.87701804368471e-06,
"loss": 0.4103,
"step": 90900
},
{
"epoch": 2.59,
"learning_rate": 6.829534662867996e-06,
"loss": 0.4144,
"step": 91000
},
{
"epoch": 2.6,
"learning_rate": 6.782051282051283e-06,
"loss": 0.4175,
"step": 91100
},
{
"epoch": 2.6,
"learning_rate": 6.734567901234569e-06,
"loss": 0.4237,
"step": 91200
},
{
"epoch": 2.6,
"learning_rate": 6.687084520417854e-06,
"loss": 0.4203,
"step": 91300
},
{
"epoch": 2.6,
"learning_rate": 6.63960113960114e-06,
"loss": 0.4215,
"step": 91400
},
{
"epoch": 2.61,
"learning_rate": 6.592117758784426e-06,
"loss": 0.4129,
"step": 91500
},
{
"epoch": 2.61,
"learning_rate": 6.544634377967712e-06,
"loss": 0.407,
"step": 91600
},
{
"epoch": 2.61,
"learning_rate": 6.497150997150997e-06,
"loss": 0.4108,
"step": 91700
},
{
"epoch": 2.62,
"learning_rate": 6.449667616334283e-06,
"loss": 0.4147,
"step": 91800
},
{
"epoch": 2.62,
"learning_rate": 6.402184235517569e-06,
"loss": 0.4177,
"step": 91900
},
{
"epoch": 2.62,
"learning_rate": 6.354700854700856e-06,
"loss": 0.4011,
"step": 92000
},
{
"epoch": 2.62,
"learning_rate": 6.30721747388414e-06,
"loss": 0.4131,
"step": 92100
},
{
"epoch": 2.63,
"learning_rate": 6.260208926875593e-06,
"loss": 0.4043,
"step": 92200
},
{
"epoch": 2.63,
"learning_rate": 6.21272554605888e-06,
"loss": 0.4122,
"step": 92300
},
{
"epoch": 2.63,
"learning_rate": 6.165242165242165e-06,
"loss": 0.4152,
"step": 92400
},
{
"epoch": 2.64,
"learning_rate": 6.117758784425452e-06,
"loss": 0.4156,
"step": 92500
},
{
"epoch": 2.64,
"learning_rate": 6.070275403608737e-06,
"loss": 0.4181,
"step": 92600
},
{
"epoch": 2.64,
"learning_rate": 6.0227920227920235e-06,
"loss": 0.4099,
"step": 92700
},
{
"epoch": 2.64,
"learning_rate": 5.975783475783476e-06,
"loss": 0.4121,
"step": 92800
},
{
"epoch": 2.65,
"learning_rate": 5.928300094966762e-06,
"loss": 0.4169,
"step": 92900
},
{
"epoch": 2.65,
"learning_rate": 5.880816714150048e-06,
"loss": 0.4084,
"step": 93000
},
{
"epoch": 2.65,
"learning_rate": 5.833333333333334e-06,
"loss": 0.4169,
"step": 93100
},
{
"epoch": 2.66,
"learning_rate": 5.7858499525166195e-06,
"loss": 0.4154,
"step": 93200
},
{
"epoch": 2.66,
"learning_rate": 5.738366571699905e-06,
"loss": 0.422,
"step": 93300
},
{
"epoch": 2.66,
"learning_rate": 5.6908831908831905e-06,
"loss": 0.416,
"step": 93400
},
{
"epoch": 2.66,
"learning_rate": 5.643399810066477e-06,
"loss": 0.4032,
"step": 93500
},
{
"epoch": 2.67,
"learning_rate": 5.595916429249763e-06,
"loss": 0.4195,
"step": 93600
},
{
"epoch": 2.67,
"learning_rate": 5.548433048433049e-06,
"loss": 0.4212,
"step": 93700
},
{
"epoch": 2.67,
"learning_rate": 5.501424501424502e-06,
"loss": 0.405,
"step": 93800
},
{
"epoch": 2.68,
"learning_rate": 5.454415954415955e-06,
"loss": 0.4209,
"step": 93900
},
{
"epoch": 2.68,
"learning_rate": 5.40693257359924e-06,
"loss": 0.4215,
"step": 94000
},
{
"epoch": 2.68,
"learning_rate": 5.359449192782527e-06,
"loss": 0.4202,
"step": 94100
},
{
"epoch": 2.68,
"learning_rate": 5.311965811965812e-06,
"loss": 0.4085,
"step": 94200
},
{
"epoch": 2.69,
"learning_rate": 5.264482431149098e-06,
"loss": 0.4274,
"step": 94300
},
{
"epoch": 2.69,
"learning_rate": 5.216999050332383e-06,
"loss": 0.4071,
"step": 94400
},
{
"epoch": 2.69,
"learning_rate": 5.16951566951567e-06,
"loss": 0.4336,
"step": 94500
},
{
"epoch": 2.7,
"learning_rate": 5.122032288698956e-06,
"loss": 0.4166,
"step": 94600
},
{
"epoch": 2.7,
"learning_rate": 5.0745489078822415e-06,
"loss": 0.4193,
"step": 94700
},
{
"epoch": 2.7,
"learning_rate": 5.027065527065528e-06,
"loss": 0.4233,
"step": 94800
},
{
"epoch": 2.7,
"learning_rate": 4.979582146248813e-06,
"loss": 0.4219,
"step": 94900
},
{
"epoch": 2.71,
"learning_rate": 4.932098765432099e-06,
"loss": 0.4339,
"step": 95000
},
{
"epoch": 2.71,
"eval_binary_F1_negative": 0.8967303701812424,
"eval_binary_F1_postive": 0.13340118465635153,
"eval_loss": 0.39675113558769226,
"eval_macro_F1": 0.515065777418797,
"eval_micro_F1": 0.8154526228618014,
"eval_runtime": 5940.4524,
"eval_samples_per_second": 1595.297,
"eval_steps_per_second": 49.853,
"step": 95000
},
{
"epoch": 2.71,
"learning_rate": 4.884615384615384e-06,
"loss": 0.4174,
"step": 95100
},
{
"epoch": 2.71,
"learning_rate": 4.837132003798671e-06,
"loss": 0.4187,
"step": 95200
},
{
"epoch": 2.72,
"learning_rate": 4.789648622981956e-06,
"loss": 0.4258,
"step": 95300
},
{
"epoch": 2.72,
"learning_rate": 4.742165242165243e-06,
"loss": 0.4266,
"step": 95400
},
{
"epoch": 2.72,
"learning_rate": 4.694681861348528e-06,
"loss": 0.4193,
"step": 95500
},
{
"epoch": 2.72,
"learning_rate": 4.6471984805318144e-06,
"loss": 0.4311,
"step": 95600
},
{
"epoch": 2.73,
"learning_rate": 4.5997150997151e-06,
"loss": 0.425,
"step": 95700
},
{
"epoch": 2.73,
"learning_rate": 4.5522317188983855e-06,
"loss": 0.4163,
"step": 95800
},
{
"epoch": 2.73,
"learning_rate": 4.504748338081671e-06,
"loss": 0.4283,
"step": 95900
},
{
"epoch": 2.74,
"learning_rate": 4.457264957264957e-06,
"loss": 0.4251,
"step": 96000
},
{
"epoch": 2.74,
"learning_rate": 4.409781576448244e-06,
"loss": 0.4199,
"step": 96100
},
{
"epoch": 2.74,
"learning_rate": 4.362298195631529e-06,
"loss": 0.4236,
"step": 96200
},
{
"epoch": 2.74,
"learning_rate": 4.3148148148148155e-06,
"loss": 0.4366,
"step": 96300
},
{
"epoch": 2.75,
"learning_rate": 4.267331433998101e-06,
"loss": 0.4157,
"step": 96400
},
{
"epoch": 2.75,
"learning_rate": 4.2198480531813866e-06,
"loss": 0.4204,
"step": 96500
},
{
"epoch": 2.75,
"learning_rate": 4.172364672364672e-06,
"loss": 0.4174,
"step": 96600
},
{
"epoch": 2.75,
"learning_rate": 4.124881291547958e-06,
"loss": 0.4164,
"step": 96700
},
{
"epoch": 2.76,
"learning_rate": 4.077397910731244e-06,
"loss": 0.4189,
"step": 96800
},
{
"epoch": 2.76,
"learning_rate": 4.02991452991453e-06,
"loss": 0.4125,
"step": 96900
},
{
"epoch": 2.76,
"learning_rate": 3.982431149097816e-06,
"loss": 0.4219,
"step": 97000
},
{
"epoch": 2.77,
"learning_rate": 3.934947768281102e-06,
"loss": 0.4136,
"step": 97100
},
{
"epoch": 2.77,
"learning_rate": 3.887464387464388e-06,
"loss": 0.4212,
"step": 97200
},
{
"epoch": 2.77,
"learning_rate": 3.839981006647673e-06,
"loss": 0.4262,
"step": 97300
},
{
"epoch": 2.77,
"learning_rate": 3.7924976258309595e-06,
"loss": 0.4292,
"step": 97400
},
{
"epoch": 2.78,
"learning_rate": 3.745014245014245e-06,
"loss": 0.4249,
"step": 97500
},
{
"epoch": 2.78,
"learning_rate": 3.6975308641975314e-06,
"loss": 0.4154,
"step": 97600
},
{
"epoch": 2.78,
"learning_rate": 3.650047483380817e-06,
"loss": 0.4187,
"step": 97700
},
{
"epoch": 2.79,
"learning_rate": 3.602564102564103e-06,
"loss": 0.4166,
"step": 97800
},
{
"epoch": 2.79,
"learning_rate": 3.5550807217473883e-06,
"loss": 0.4155,
"step": 97900
},
{
"epoch": 2.79,
"learning_rate": 3.5075973409306747e-06,
"loss": 0.4123,
"step": 98000
},
{
"epoch": 2.79,
"learning_rate": 3.46011396011396e-06,
"loss": 0.4051,
"step": 98100
},
{
"epoch": 2.8,
"learning_rate": 3.4131054131054137e-06,
"loss": 0.4209,
"step": 98200
},
{
"epoch": 2.8,
"learning_rate": 3.3656220322886992e-06,
"loss": 0.4149,
"step": 98300
},
{
"epoch": 2.8,
"learning_rate": 3.318138651471985e-06,
"loss": 0.414,
"step": 98400
},
{
"epoch": 2.81,
"learning_rate": 3.2706552706552707e-06,
"loss": 0.4165,
"step": 98500
},
{
"epoch": 2.81,
"learning_rate": 3.223171889838557e-06,
"loss": 0.4196,
"step": 98600
},
{
"epoch": 2.81,
"learning_rate": 3.1756885090218425e-06,
"loss": 0.4152,
"step": 98700
},
{
"epoch": 2.81,
"learning_rate": 3.1282051282051284e-06,
"loss": 0.4246,
"step": 98800
},
{
"epoch": 2.82,
"learning_rate": 3.0807217473884144e-06,
"loss": 0.413,
"step": 98900
},
{
"epoch": 2.82,
"learning_rate": 3.0332383665717003e-06,
"loss": 0.4314,
"step": 99000
},
{
"epoch": 2.82,
"learning_rate": 2.985754985754986e-06,
"loss": 0.4263,
"step": 99100
},
{
"epoch": 2.83,
"learning_rate": 2.938746438746439e-06,
"loss": 0.4219,
"step": 99200
},
{
"epoch": 2.83,
"learning_rate": 2.891263057929725e-06,
"loss": 0.4135,
"step": 99300
},
{
"epoch": 2.83,
"learning_rate": 2.8437796771130108e-06,
"loss": 0.4145,
"step": 99400
},
{
"epoch": 2.83,
"learning_rate": 2.7967711301044635e-06,
"loss": 0.4165,
"step": 99500
},
{
"epoch": 2.84,
"learning_rate": 2.7492877492877494e-06,
"loss": 0.4118,
"step": 99600
},
{
"epoch": 2.84,
"learning_rate": 2.7018043684710353e-06,
"loss": 0.42,
"step": 99700
},
{
"epoch": 2.84,
"learning_rate": 2.6543209876543212e-06,
"loss": 0.4135,
"step": 99800
},
{
"epoch": 2.85,
"learning_rate": 2.606837606837607e-06,
"loss": 0.4166,
"step": 99900
},
{
"epoch": 2.85,
"learning_rate": 2.5593542260208927e-06,
"loss": 0.4114,
"step": 100000
},
{
"epoch": 2.85,
"eval_binary_F1_negative": 0.893749650986467,
"eval_binary_F1_postive": 0.13183102844111674,
"eval_loss": 0.3945052921772003,
"eval_macro_F1": 0.5127903397137918,
"eval_micro_F1": 0.8106703053123707,
"eval_runtime": 5994.5555,
"eval_samples_per_second": 1580.899,
"eval_steps_per_second": 49.403,
"step": 100000
}
],
"logging_steps": 100,
"max_steps": 105300,
"num_train_epochs": 3,
"save_steps": 10000,
"total_flos": 1.4208252178857984e+19,
"trial_name": null,
"trial_params": null
}