roberta-base-mnli

This model is a fine-tuned version of roberta-base on the GLUE MNLI dataset. It achieves the following results on the evaluation set:

• Loss: 0.3617
• Accuracy: 0.8657

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 16
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.06
• num_epochs: 10.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.0993	0.02	500	1.0983	0.3321
1.099	0.04	1000	1.0932	0.4276
1.011	0.06	1500	0.8352	0.6732
0.7551	0.08	2000	0.6018	0.7615
0.6343	0.1	2500	0.5726	0.7813
0.5884	0.12	3000	0.5349	0.7926
0.5548	0.14	3500	0.4925	0.8078
0.5244	0.16	4000	0.4806	0.8161
0.5198	0.18	4500	0.4614	0.8257
0.5168	0.2	5000	0.4713	0.8177
0.5194	0.22	5500	0.4344	0.8323
0.485	0.24	6000	0.4527	0.8316
0.4909	0.26	6500	0.4377	0.8376
0.49	0.29	7000	0.4649	0.8266
0.4897	0.31	7500	0.4162	0.8413
0.4672	0.33	8000	0.4163	0.8425
0.4699	0.35	8500	0.4060	0.8451
0.4729	0.37	9000	0.4412	0.8387
0.4733	0.39	9500	0.4353	0.8401
0.4699	0.41	10000	0.4060	0.8476
0.4759	0.43	10500	0.4226	0.8358
0.461	0.45	11000	0.4220	0.8423
0.4608	0.47	11500	0.4404	0.8319
0.462	0.49	12000	0.4280	0.8455
0.4533	0.51	12500	0.4128	0.8468
0.4691	0.53	13000	0.4155	0.8437
0.4552	0.55	13500	0.4385	0.8348
0.4573	0.57	14000	0.4498	0.8424
0.4562	0.59	14500	0.4162	0.8442
0.4665	0.61	15000	0.4417	0.8432
0.4569	0.63	15500	0.4113	0.8492
0.4705	0.65	16000	0.4454	0.8399
0.4685	0.67	16500	0.4055	0.8451
0.4475	0.69	17000	0.4426	0.8383
0.4641	0.71	17500	0.4256	0.8471
0.4299	0.73	18000	0.4260	0.8478
0.4439	0.75	18500	0.4218	0.8454
0.4628	0.77	19000	0.4087	0.8479
0.4502	0.79	19500	0.4238	0.8450
0.4299	0.81	20000	0.4091	0.8485
0.4496	0.84	20500	0.4160	0.8439
0.4492	0.86	21000	0.4109	0.8469
0.432	0.88	21500	0.4499	0.8493
0.4343	0.9	22000	0.4136	0.8465
0.4445	0.92	22500	0.4095	0.8433
0.4378	0.94	23000	0.3999	0.8483
0.4367	0.96	23500	0.3962	0.8509
0.4428	0.98	24000	0.3958	0.8504
0.4356	1.0	24500	0.3998	0.8558
0.3715	1.02	25000	0.4016	0.8589
0.3649	1.04	25500	0.4368	0.8582
0.3565	1.06	26000	0.4084	0.8519
0.3626	1.08	26500	0.4302	0.8438
0.3535	1.1	27000	0.4206	0.8557
0.3684	1.12	27500	0.4117	0.8561
0.3649	1.14	28000	0.4300	0.8527
0.3791	1.16	28500	0.3916	0.8585
0.366	1.18	29000	0.4101	0.8592
0.3777	1.2	29500	0.3946	0.8561
0.3672	1.22	30000	0.4417	0.8530
0.3688	1.24	30500	0.4066	0.8523
0.3525	1.26	31000	0.4299	0.8581
0.3688	1.28	31500	0.3870	0.8553
0.3699	1.3	32000	0.3781	0.8627
0.3547	1.32	32500	0.4311	0.8526
0.3653	1.34	33000	0.4034	0.8603
0.3738	1.36	33500	0.4103	0.8554
0.3824	1.39	34000	0.3719	0.8618
0.3591	1.41	34500	0.4244	0.8615
0.3697	1.43	35000	0.4689	0.8451
0.3598	1.45	35500	0.4149	0.8532
0.3586	1.47	36000	0.4070	0.8591
0.3519	1.49	36500	0.4133	0.8545
0.3681	1.51	37000	0.3889	0.8601
0.3611	1.53	37500	0.3934	0.8591
0.3696	1.55	38000	0.4313	0.8552
0.3798	1.57	38500	0.3784	0.8602
0.3601	1.59	39000	0.3994	0.8600
0.3696	1.61	39500	0.4206	0.8577
0.368	1.63	40000	0.3903	0.8627
0.3473	1.65	40500	0.3813	0.8655
0.3604	1.67	41000	0.3930	0.8551
0.3741	1.69	41500	0.3644	0.8618
0.3551	1.71	42000	0.3936	0.8583
0.378	1.73	42500	0.3826	0.8607
0.3609	1.75	43000	0.3815	0.8618
0.3678	1.77	43500	0.3961	0.8578
0.3633	1.79	44000	0.4011	0.8603
0.3792	1.81	44500	0.4061	0.8592
0.3675	1.83	45000	0.4155	0.8631
0.3576	1.85	45500	0.4061	0.8589
0.3546	1.87	46000	0.3862	0.8623
0.3564	1.89	46500	0.3937	0.8607
0.3602	1.91	47000	0.3851	0.8646
0.3494	1.94	47500	0.4015	0.8541
0.3499	1.96	48000	0.4266	0.8545
0.3672	1.98	48500	0.3761	0.8588
0.3661	2.0	49000	0.4121	0.8567
0.2759	2.02	49500	0.4653	0.8645
0.2927	2.04	50000	0.4652	0.8597
0.2736	2.06	50500	0.4547	0.8597
0.2749	2.08	51000	0.4896	0.8565
0.2757	2.1	51500	0.4814	0.8639
0.2833	2.12	52000	0.4110	0.8656
0.2797	2.14	52500	0.4316	0.8636
0.2643	2.16	53000	0.4317	0.8599
0.2791	2.18	53500	0.4557	0.8617
0.2737	2.2	54000	0.4102	0.8624
0.2748	2.22	54500	0.4187	0.8585
0.2619	2.24	55000	0.4412	0.8590
0.2718	2.26	55500	0.4707	0.8618
0.2662	2.28	56000	0.4754	0.8594
0.282	2.3	56500	0.4376	0.8617
0.284	2.32	57000	0.4393	0.8599
0.2733	2.34	57500	0.4531	0.8581
0.2878	2.36	58000	0.4727	0.8549
0.2812	2.38	58500	0.4221	0.8625
0.2657	2.4	59000	0.4456	0.8583
0.2716	2.42	59500	0.4455	0.8668
0.2766	2.44	60000	0.4940	0.8580
0.2871	2.46	60500	0.4460	0.8501
0.2731	2.49	61000	0.4600	0.8631
0.2885	2.51	61500	0.4229	0.8645
0.2764	2.53	62000	0.4107	0.8638
0.2866	2.55	62500	0.4250	0.8638
0.2754	2.57	63000	0.4846	0.8580
0.3028	2.59	63500	0.4339	0.8627
0.2828	2.61	64000	0.4697	0.8613
0.2875	2.63	64500	0.4167	0.8638
0.2836	2.65	65000	0.5050	0.8600
0.2978	2.67	65500	0.4139	0.8628
0.2946	2.69	66000	0.4449	0.8644
0.2822	2.71	66500	0.4302	0.8612
0.3006	2.73	67000	0.4256	0.8631
0.2896	2.75	67500	0.4993	0.8603
0.2787	2.77	68000	0.4467	0.8636
0.3	2.79	68500	0.4196	0.8592
0.2939	2.81	69000	0.4234	0.8614
0.2841	2.83	69500	0.4173	0.8660
0.2935	2.85	70000	0.4054	0.8658
0.2977	2.87	70500	0.4400	0.8623
0.2853	2.89	71000	0.4322	0.8668
0.2779	2.91	71500	0.4460	0.8595
0.2923	2.93	72000	0.4279	0.8619
0.2915	2.95	72500	0.4324	0.8625
0.2927	2.97	73000	0.4108	0.8672
0.29	2.99	73500	0.4299	0.8579
0.2255	3.01	74000	0.5337	0.8637
0.2113	3.04	74500	0.5046	0.8624
0.207	3.06	75000	0.6011	0.8551
0.2226	3.08	75500	0.5426	0.8579
0.2129	3.1	76000	0.5036	0.8640
0.2201	3.12	76500	0.5629	0.8604
0.2185	3.14	77000	0.5416	0.8607
0.21	3.16	77500	0.5457	0.8605
0.2372	3.18	78000	0.5337	0.8594
0.2237	3.2	78500	0.5060	0.8679
0.2277	3.22	79000	0.5647	0.8651
0.2301	3.24	79500	0.4906	0.8602
0.2238	3.26	80000	0.5231	0.8647
0.2365	3.28	80500	0.5628	0.8621
0.2189	3.3	81000	0.5496	0.8630
0.2233	3.32	81500	0.5418	0.8639
0.2216	3.34	82000	0.5032	0.8689
0.2314	3.36	82500	0.5437	0.8634
0.2351	3.38	83000	0.4863	0.8653
0.2378	3.4	83500	0.5158	0.8635
0.2357	3.42	84000	0.5142	0.8629
0.2484	3.44	84500	0.4536	0.8657
0.2261	3.46	85000	0.5619	0.8649
0.2323	3.48	85500	0.5371	0.8587
0.2336	3.5	86000	0.5562	0.8621
0.2259	3.52	86500	0.5339	0.8589
0.2371	3.54	87000	0.4711	0.8665
0.227	3.57	87500	0.5350	0.8644
0.2417	3.59	88000	0.4692	0.8665
0.2176	3.61	88500	0.5195	0.8655
0.2393	3.63	89000	0.5468	0.8588
0.2219	3.65	89500	0.5498	0.8646
0.23	3.67	90000	0.5367	0.8703
0.2317	3.69	90500	0.4761	0.8639
0.2241	3.71	91000	0.4992	0.8654
0.2327	3.73	91500	0.5040	0.8678
0.2312	3.75	92000	0.4943	0.8639
0.2369	3.77	92500	0.4824	0.8721
0.2235	3.79	93000	0.5090	0.8661
0.2256	3.81	93500	0.5258	0.8644
0.236	3.83	94000	0.5490	0.8542
0.2313	3.85	94500	0.4672	0.8677
0.228	3.87	95000	0.5037	0.8623
0.2297	3.89	95500	0.5207	0.8545
0.2332	3.91	96000	0.5139	0.8698
0.2331	3.93	96500	0.5182	0.8615
0.2354	3.95	97000	0.5090	0.8657
0.2273	3.97	97500	0.5523	0.8637
0.2433	3.99	98000	0.5148	0.8691
0.191	4.01	98500	0.6007	0.8654
0.1683	4.03	99000	0.6770	0.8636
0.1778	4.05	99500	0.6595	0.8635
0.1832	4.07	100000	0.6129	0.8608
0.1842	4.09	100500	0.6612	0.8611
0.1865	4.12	101000	0.6551	0.8658
0.1833	4.14	101500	0.6294	0.8643
0.1869	4.16	102000	0.6234	0.8614
0.1806	4.18	102500	0.6417	0.8655
0.1911	4.2	103000	0.6426	0.8607
0.1981	4.22	103500	0.6247	0.8589
0.1731	4.24	104000	0.6613	0.8626
0.1977	4.26	104500	0.5441	0.8661
0.1771	4.28	105000	0.6608	0.8644
0.1903	4.3	105500	0.6174	0.8603
0.1797	4.32	106000	0.6609	0.8607
0.188	4.34	106500	0.6059	0.8643
0.1863	4.36	107000	0.5723	0.8663
0.19	4.38	107500	0.5959	0.8652
0.1869	4.4	108000	0.5898	0.8698
0.1909	4.42	108500	0.6052	0.8659
0.1908	4.44	109000	0.5854	0.8690
0.203	4.46	109500	0.5727	0.8694
0.1993	4.48	110000	0.5877	0.8653
0.1796	4.5	110500	0.6231	0.8679
0.1837	4.52	111000	0.5749	0.8694
0.1885	4.54	111500	0.6174	0.8618
0.1902	4.56	112000	0.5625	0.8682
0.2031	4.58	112500	0.6252	0.8577
0.1986	4.6	113000	0.6147	0.8548
0.1769	4.62	113500	0.6351	0.8648
0.1974	4.64	114000	0.6396	0.8630
0.1952	4.67	114500	0.6174	0.8661
0.1904	4.69	115000	0.6188	0.8663
0.191	4.71	115500	0.5860	0.8646
0.1869	4.73	116000	0.5978	0.8586
0.2056	4.75	116500	0.5985	0.8648
0.1837	4.77	117000	0.5742	0.8636
0.2038	4.79	117500	0.5726	0.8662
0.1939	4.81	118000	0.6097	0.8623
0.1869	4.83	118500	0.5820	0.8651
0.1897	4.85	119000	0.5766	0.8666
0.1792	4.87	119500	0.6093	0.8683
0.2056	4.89	120000	0.5890	0.8633
0.1989	4.91	120500	0.5825	0.8674
0.1916	4.93	121000	0.6250	0.8641
0.197	4.95	121500	0.5848	0.8645
0.1923	4.97	122000	0.5666	0.8667
0.1916	4.99	122500	0.6189	0.8638
0.1642	5.01	123000	0.7094	0.8610
0.1357	5.03	123500	0.6972	0.8658
0.1476	5.05	124000	0.6965	0.8664
0.1476	5.07	124500	0.7177	0.8638
0.1486	5.09	125000	0.6945	0.8620
0.1309	5.11	125500	0.7326	0.8626
0.1575	5.13	126000	0.6473	0.8632
0.1411	5.15	126500	0.6955	0.8651
0.1473	5.17	127000	0.6926	0.8648
0.153	5.19	127500	0.7010	0.8638
0.1488	5.22	128000	0.6643	0.8689
0.144	5.24	128500	0.6868	0.8668
0.156	5.26	129000	0.6682	0.8645
0.1537	5.28	129500	0.6740	0.8610
0.1424	5.3	130000	0.7509	0.8603
0.1531	5.32	130500	0.6966	0.8670
0.1457	5.34	131000	0.7227	0.8632
0.1494	5.36	131500	0.6911	0.8626
0.1476	5.38	132000	0.6903	0.8630
0.1531	5.4	132500	0.6839	0.8675
0.1613	5.42	133000	0.6559	0.8601
0.1456	5.44	133500	0.7161	0.8619
0.1539	5.46	134000	0.7108	0.8638
0.1685	5.48	134500	0.6703	0.8628
0.1482	5.5	135000	0.6692	0.8651
0.1587	5.52	135500	0.6936	0.8658
0.152	5.54	136000	0.6844	0.8661
0.1619	5.56	136500	0.6632	0.8641
0.154	5.58	137000	0.6451	0.8666
0.1525	5.6	137500	0.6529	0.8686
0.1545	5.62	138000	0.6860	0.8603
0.1487	5.64	138500	0.6842	0.8668
0.1546	5.66	139000	0.6692	0.8655
0.168	5.68	139500	0.6701	0.8649
0.1513	5.7	140000	0.6613	0.8680
0.1704	5.72	140500	0.6804	0.8643
0.1517	5.74	141000	0.6871	0.8684
0.1572	5.77	141500	0.6676	0.8670
0.1551	5.79	142000	0.6919	0.8638
0.1483	5.81	142500	0.6801	0.8667
0.1562	5.83	143000	0.6791	0.8628
0.1594	5.85	143500	0.6422	0.8671
0.1627	5.87	144000	0.6526	0.8679
0.1514	5.89	144500	0.6734	0.8698
0.1546	5.91	145000	0.6377	0.8711
0.146	5.93	145500	0.7214	0.8657
0.1608	5.95	146000	0.6756	0.8674
0.1648	5.97	146500	0.6387	0.8687
0.1547	5.99	147000	0.6871	0.8646
0.1304	6.01	147500	0.7543	0.8633
0.1059	6.03	148000	0.7576	0.8638
0.1089	6.05	148500	0.7530	0.8642
0.112	6.07	149000	0.7951	0.8640
0.1198	6.09	149500	0.7381	0.8636
0.1222	6.11	150000	0.7560	0.8623
0.1024	6.13	150500	0.7965	0.8669
0.125	6.15	151000	0.7613	0.8620
0.1005	6.17	151500	0.7851	0.8651
0.1196	6.19	152000	0.7637	0.8652
0.1133	6.21	152500	0.7810	0.8660
0.1271	6.23	153000	0.7510	0.8672
0.1167	6.25	153500	0.7670	0.8638
0.1198	6.27	154000	0.7770	0.8632
0.1194	6.29	154500	0.7720	0.8607
0.1215	6.32	155000	0.7880	0.8609
0.1134	6.34	155500	0.8026	0.8617
0.1113	6.36	156000	0.7632	0.8652
0.1207	6.38	156500	0.7369	0.8686
0.1188	6.4	157000	0.7466	0.8657
0.1283	6.42	157500	0.7531	0.8645
0.1186	6.44	158000	0.7529	0.8673
0.135	6.46	158500	0.7706	0.8589
0.1116	6.48	159000	0.7754	0.8646
0.1295	6.5	159500	0.7026	0.8693
0.1309	6.52	160000	0.7342	0.8656
0.1172	6.54	160500	0.7828	0.8644
0.125	6.56	161000	0.7456	0.8671
0.1199	6.58	161500	0.7464	0.8701
0.1197	6.6	162000	0.7626	0.8639
0.1126	6.62	162500	0.8115	0.8609
0.1365	6.64	163000	0.7407	0.8681
0.122	6.66	163500	0.7648	0.8641
0.1157	6.68	164000	0.7636	0.8669
0.118	6.7	164500	0.7688	0.8686
0.1173	6.72	165000	0.8051	0.8687
0.1137	6.74	165500	0.8101	0.8635
0.1412	6.76	166000	0.7004	0.8689
0.1131	6.78	166500	0.7589	0.8664
0.1232	6.8	167000	0.7657	0.8654
0.1343	6.82	167500	0.7547	0.8652
0.1208	6.84	168000	0.7407	0.8699
0.1284	6.87	168500	0.7182	0.8677
0.1182	6.89	169000	0.7248	0.8681
0.1166	6.91	169500	0.7385	0.8678
0.1289	6.93	170000	0.7293	0.8672
0.1243	6.95	170500	0.7178	0.8696
0.1256	6.97	171000	0.7291	0.8633
0.1162	6.99	171500	0.7515	0.8648
0.1013	7.01	172000	0.7824	0.8655
0.0811	7.03	172500	0.8297	0.8647
0.0831	7.05	173000	0.8144	0.8678
0.0872	7.07	173500	0.8176	0.8679
0.0868	7.09	174000	0.8405	0.8642
0.0756	7.11	174500	0.8867	0.8642
0.0882	7.13	175000	0.8185	0.8659
0.0879	7.15	175500	0.8653	0.8625
0.0831	7.17	176000	0.8323	0.8655
0.0847	7.19	176500	0.8358	0.8650
0.0938	7.21	177000	0.7967	0.8665
0.0908	7.23	177500	0.8147	0.8640
0.0809	7.25	178000	0.8325	0.8679
0.0993	7.27	178500	0.8131	0.8655
0.087	7.29	179000	0.8249	0.8628
0.0873	7.31	179500	0.8326	0.8661
0.0889	7.33	180000	0.8171	0.8685
0.0739	7.35	180500	0.8686	0.8642
0.0821	7.37	181000	0.8739	0.8669
0.0981	7.39	181500	0.8558	0.8639
0.0858	7.42	182000	0.8276	0.8673
0.083	7.44	182500	0.8148	0.8675
0.0969	7.46	183000	0.8520	0.8630
0.0851	7.48	183500	0.8604	0.8671
0.0881	7.5	184000	0.8665	0.8634
0.1036	7.52	184500	0.8233	0.8642
0.0874	7.54	185000	0.8293	0.8660
0.0935	7.56	185500	0.8006	0.8671
0.0887	7.58	186000	0.8352	0.8637
0.0897	7.6	186500	0.8309	0.8655
0.0788	7.62	187000	0.8505	0.8653
0.0887	7.64	187500	0.8465	0.8657
0.0909	7.66	188000	0.8582	0.8637
0.0895	7.68	188500	0.8487	0.8659
0.0729	7.7	189000	0.8770	0.8636
0.0758	7.72	189500	0.8717	0.8653
0.0901	7.74	190000	0.8513	0.8639
0.0848	7.76	190500	0.8554	0.8661
0.0985	7.78	191000	0.8259	0.8640
0.091	7.8	191500	0.8483	0.8644
0.0868	7.82	192000	0.8776	0.8602
0.0898	7.84	192500	0.8470	0.8634
0.0959	7.86	193000	0.8344	0.8645
0.0939	7.88	193500	0.8419	0.8641
0.0769	7.9	194000	0.8355	0.8673
0.0808	7.92	194500	0.8642	0.8646
0.0797	7.94	195000	0.8401	0.8663
0.0875	7.97	195500	0.8598	0.8638
0.0896	7.99	196000	0.8624	0.8648
0.0762	8.01	196500	0.8645	0.8656
0.0552	8.03	197000	0.8844	0.8661
0.0598	8.05	197500	0.8870	0.8663
0.0528	8.07	198000	0.8866	0.8679
0.0679	8.09	198500	0.8835	0.8657
0.0628	8.11	199000	0.9017	0.8635
0.0644	8.13	199500	0.8979	0.8647
0.0446	8.15	200000	0.9144	0.8656
0.0524	8.17	200500	0.9116	0.8651
0.0561	8.19	201000	0.9281	0.8639
0.0525	8.21	201500	0.9115	0.8672
0.0646	8.23	202000	0.8933	0.8663
0.0691	8.25	202500	0.8591	0.8662
0.0708	8.27	203000	0.8525	0.8683
0.0598	8.29	203500	0.8663	0.8689
0.0513	8.31	204000	0.8671	0.8704
0.0564	8.33	204500	0.8597	0.8694
0.0619	8.35	205000	0.8645	0.8683
0.0563	8.37	205500	0.8848	0.8658
0.0615	8.39	206000	0.8728	0.8663
0.0668	8.41	206500	0.8925	0.8657
0.0592	8.43	207000	0.8644	0.8673
0.0668	8.45	207500	0.8601	0.8700
0.071	8.47	208000	0.8735	0.8682
0.061	8.49	208500	0.8797	0.8662
0.0627	8.52	209000	0.8742	0.8663
0.0505	8.54	209500	0.9063	0.8649
0.0607	8.56	210000	0.8940	0.8677
0.0569	8.58	210500	0.8953	0.8673
0.0671	8.6	211000	0.8784	0.8667
0.0509	8.62	211500	0.8942	0.8678
0.0526	8.64	212000	0.8968	0.8686
0.0541	8.66	212500	0.8950	0.8694
0.0677	8.68	213000	0.8808	0.8665
0.0552	8.7	213500	0.8923	0.8662
0.053	8.72	214000	0.9118	0.8673
0.0608	8.74	214500	0.9023	0.8700
0.0573	8.76	215000	0.9096	0.8681
0.0621	8.78	215500	0.8872	0.8684
0.0559	8.8	216000	0.8837	0.8672
0.0593	8.82	216500	0.8937	0.8675
0.0633	8.84	217000	0.8746	0.8685
0.0548	8.86	217500	0.9049	0.8662
0.0427	8.88	218000	0.9195	0.8685
0.0623	8.9	218500	0.9146	0.8669
0.0594	8.92	219000	0.9096	0.8672
0.0683	8.94	219500	0.8778	0.8679
0.0659	8.96	220000	0.8552	0.8699
0.0603	8.98	220500	0.8901	0.8679
0.0566	9.0	221000	0.8997	0.8677
0.0443	9.02	221500	0.9009	0.8683
0.0358	9.04	222000	0.9193	0.8680
0.0317	9.07	222500	0.9319	0.8687
0.0384	9.09	223000	0.9155	0.8699
0.0432	9.11	223500	0.9243	0.8685
0.0408	9.13	224000	0.9251	0.8693
0.0443	9.15	224500	0.9322	0.8677
0.0438	9.17	225000	0.9371	0.8666
0.0379	9.19	225500	0.9283	0.8693
0.0411	9.21	226000	0.9147	0.8703
0.036	9.23	226500	0.9167	0.8703
0.0394	9.25	227000	0.9254	0.8688
0.0363	9.27	227500	0.9288	0.8704
0.0492	9.29	228000	0.9242	0.8693
0.0411	9.31	228500	0.9325	0.8677
0.0408	9.33	229000	0.9370	0.8690
0.0326	9.35	229500	0.9417	0.8705
0.038	9.37	230000	0.9480	0.8700
0.0412	9.39	230500	0.9398	0.8693
0.0588	9.41	231000	0.9174	0.8707
0.0417	9.43	231500	0.9204	0.8715
0.0362	9.45	232000	0.9319	0.8701
0.0283	9.47	232500	0.9562	0.8696
0.0353	9.49	233000	0.9525	0.8690
0.0384	9.51	233500	0.9561	0.8687
0.0406	9.53	234000	0.9375	0.8715
0.0356	9.55	234500	0.9575	0.8690
0.044	9.57	235000	0.9429	0.8708
0.0444	9.6	235500	0.9413	0.8690
0.0421	9.62	236000	0.9412	0.8689
0.038	9.64	236500	0.9352	0.8695
0.0355	9.66	237000	0.9362	0.8689
0.04	9.68	237500	0.9403	0.8691
0.0356	9.7	238000	0.9402	0.8706
0.0383	9.72	238500	0.9466	0.8692
0.0534	9.74	239000	0.9378	0.8700
0.0383	9.76	239500	0.9390	0.8697
0.0418	9.78	240000	0.9404	0.8694
0.0335	9.8	240500	0.9390	0.8705
0.0398	9.82	241000	0.9430	0.8696
0.0336	9.84	241500	0.9438	0.8698
0.045	9.86	242000	0.9414	0.8703
0.0401	9.88	242500	0.9425	0.8696
0.0454	9.9	243000	0.9405	0.8696
0.0361	9.92	243500	0.9394	0.8696
0.0458	9.94	244000	0.9400	0.8690
0.0329	9.96	244500	0.9402	0.8693
0.0469	9.98	245000	0.9401	0.8691

Framework versions

• Transformers 4.21.3
• Pytorch 1.7.1
• Datasets 1.18.3
• Tokenizers 0.11.6