ASAP_FineTuningBERT_AugV4_k25_task1_organization_fold2

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8864
• Qwk: 0.3550
• Mse: 0.8864
• Rmse: 0.9415

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0008	2	9.5211	0.0085	9.5211	3.0856
No log	0.0016	4	7.7638	0.0	7.7638	2.7864
No log	0.0024	6	7.1927	0.0	7.1927	2.6819
No log	0.0032	8	6.4727	-0.0012	6.4727	2.5442
No log	0.0041	10	5.3579	0.0007	5.3579	2.3147
No log	0.0049	12	4.3309	0.0	4.3309	2.0811
No log	0.0057	14	3.4456	0.0078	3.4456	1.8562
No log	0.0065	16	2.8072	0.0144	2.8072	1.6755
No log	0.0073	18	1.7915	0.0449	1.7915	1.3385
No log	0.0081	20	1.3687	0.0213	1.3687	1.1699
No log	0.0089	22	1.0646	0.0213	1.0646	1.0318
No log	0.0097	24	0.8607	0.3235	0.8607	0.9278
No log	0.0105	26	0.7966	0.0910	0.7966	0.8925
No log	0.0113	28	0.8009	0.0648	0.8009	0.8949
No log	0.0122	30	0.8471	0.0648	0.8471	0.9204
No log	0.0130	32	0.8928	0.0325	0.8928	0.9449
No log	0.0138	34	0.9072	0.0164	0.9072	0.9525
No log	0.0146	36	0.9057	0.0	0.9057	0.9517
No log	0.0154	38	0.9030	0.0	0.9030	0.9503
No log	0.0162	40	0.9555	0.0164	0.9555	0.9775
No log	0.0170	42	1.0194	0.0164	1.0194	1.0096
No log	0.0178	44	1.1108	0.0164	1.1108	1.0539
No log	0.0186	46	1.0026	0.0164	1.0026	1.0013
No log	0.0195	48	0.8869	0.0164	0.8869	0.9417
No log	0.0203	50	0.8344	0.0	0.8344	0.9135
No log	0.0211	52	0.8327	0.0	0.8327	0.9125
No log	0.0219	54	0.8921	0.0	0.8921	0.9445
No log	0.0227	56	1.2001	0.0250	1.2001	1.0955
No log	0.0235	58	1.2927	0.0559	1.2927	1.1370
No log	0.0243	60	0.9422	0.0	0.9422	0.9707
No log	0.0251	62	0.9049	0.0	0.9049	0.9513
No log	0.0259	64	0.9336	0.0	0.9336	0.9662
No log	0.0268	66	1.0105	0.0	1.0105	1.0052
No log	0.0276	68	1.1159	0.0001	1.1159	1.0564
No log	0.0284	70	0.9173	0.0	0.9173	0.9578
No log	0.0292	72	0.8965	0.0	0.8965	0.9468
No log	0.0300	74	0.9306	0.0	0.9306	0.9647
No log	0.0308	76	0.9083	0.0	0.9083	0.9530
No log	0.0316	78	0.9239	0.0075	0.9239	0.9612
No log	0.0324	80	1.0984	0.1563	1.0984	1.0481
No log	0.0332	82	1.0258	0.1584	1.0258	1.0128
No log	0.0340	84	0.8683	0.1654	0.8683	0.9319
No log	0.0349	86	0.8879	0.1509	0.8879	0.9423
No log	0.0357	88	1.0538	0.1724	1.0538	1.0265
No log	0.0365	90	1.2321	0.1690	1.2321	1.1100
No log	0.0373	92	0.9262	0.1549	0.9262	0.9624
No log	0.0381	94	0.8781	0.1837	0.8781	0.9371
No log	0.0389	96	1.0370	0.1922	1.0370	1.0183
No log	0.0397	98	1.3008	0.1475	1.3008	1.1405
No log	0.0405	100	1.4885	0.1036	1.4885	1.2200
No log	0.0413	102	1.1735	0.2053	1.1735	1.0833
No log	0.0422	104	0.8042	0.0802	0.8042	0.8968
No log	0.0430	106	0.7891	0.0852	0.7891	0.8883
No log	0.0438	108	0.7999	0.0296	0.7999	0.8944
No log	0.0446	110	0.9821	0.0671	0.9821	0.9910
No log	0.0454	112	1.3540	0.1995	1.3540	1.1636
No log	0.0462	114	1.4034	0.1837	1.4034	1.1847
No log	0.0470	116	1.1613	0.1814	1.1613	1.0776
No log	0.0478	118	0.8645	0.0406	0.8645	0.9298
No log	0.0486	120	0.8526	0.0684	0.8526	0.9234
No log	0.0495	122	1.1374	0.1793	1.1374	1.0665
No log	0.0503	124	1.4875	0.1797	1.4875	1.2196
No log	0.0511	126	1.5333	0.1617	1.5333	1.2383
No log	0.0519	128	1.4762	0.1496	1.4762	1.2150
No log	0.0527	130	1.3425	0.1505	1.3425	1.1586
No log	0.0535	132	1.4790	0.1362	1.4790	1.2162
No log	0.0543	134	1.6983	0.0960	1.6983	1.3032
No log	0.0551	136	1.6694	0.1184	1.6694	1.2920
No log	0.0559	138	1.3125	0.1790	1.3125	1.1456
No log	0.0567	140	0.9324	0.2274	0.9324	0.9656
No log	0.0576	142	0.9334	0.2387	0.9334	0.9661
No log	0.0584	144	1.2946	0.1722	1.2946	1.1378
No log	0.0592	146	1.5237	0.1302	1.5237	1.2344
No log	0.0600	148	1.2725	0.2041	1.2725	1.1281
No log	0.0608	150	1.0451	0.2604	1.0451	1.0223
No log	0.0616	152	0.9733	0.2814	0.9733	0.9865
No log	0.0624	154	0.8388	0.3151	0.8388	0.9159
No log	0.0632	156	0.9445	0.2922	0.9445	0.9718
No log	0.0640	158	1.2082	0.2450	1.2082	1.0992
No log	0.0649	160	1.2216	0.2540	1.2216	1.1053
No log	0.0657	162	0.8965	0.2518	0.8965	0.9468
No log	0.0665	164	0.7406	0.1494	0.7406	0.8606
No log	0.0673	166	0.7469	0.1497	0.7469	0.8643
No log	0.0681	168	0.7615	0.2034	0.7615	0.8726
No log	0.0689	170	0.9080	0.2664	0.9080	0.9529
No log	0.0697	172	1.3884	0.2180	1.3884	1.1783
No log	0.0705	174	1.2009	0.2437	1.2009	1.0958
No log	0.0713	176	0.9239	0.2802	0.9239	0.9612
No log	0.0722	178	1.0926	0.2625	1.0926	1.0453
No log	0.0730	180	1.4207	0.2061	1.4207	1.1919
No log	0.0738	182	1.1721	0.2385	1.1721	1.0827
No log	0.0746	184	1.1990	0.2205	1.1990	1.0950
No log	0.0754	186	1.0254	0.2137	1.0254	1.0126
No log	0.0762	188	0.8561	0.1982	0.8561	0.9253
No log	0.0770	190	0.9205	0.2474	0.9205	0.9594
No log	0.0778	192	1.1717	0.1869	1.1717	1.0824
No log	0.0786	194	1.4316	0.1669	1.4316	1.1965
No log	0.0794	196	1.1419	0.1964	1.1419	1.0686
No log	0.0803	198	0.8386	0.2808	0.8386	0.9157
No log	0.0811	200	0.8245	0.2511	0.8245	0.9080
No log	0.0819	202	0.9247	0.2598	0.9247	0.9616
No log	0.0827	204	0.8609	0.3103	0.8609	0.9279
No log	0.0835	206	0.9117	0.3048	0.9117	0.9548
No log	0.0843	208	1.1003	0.2614	1.1003	1.0490
No log	0.0851	210	0.8235	0.3402	0.8235	0.9075
No log	0.0859	212	0.7206	0.2885	0.7206	0.8489
No log	0.0867	214	0.7273	0.2624	0.7273	0.8528
No log	0.0876	216	0.7721	0.2794	0.7721	0.8787
No log	0.0884	218	0.7771	0.2494	0.7771	0.8815
No log	0.0892	220	0.7609	0.2048	0.7609	0.8723
No log	0.0900	222	0.7760	0.1930	0.7760	0.8809
No log	0.0908	224	0.8475	0.1722	0.8475	0.9206
No log	0.0916	226	0.9025	0.1739	0.9025	0.9500
No log	0.0924	228	0.8373	0.2369	0.8373	0.9150
No log	0.0932	230	0.8519	0.2628	0.8519	0.9230
No log	0.0940	232	0.9719	0.2743	0.9719	0.9858
No log	0.0949	234	1.0164	0.2726	1.0164	1.0082
No log	0.0957	236	0.8096	0.2940	0.8096	0.8998
No log	0.0965	238	0.8164	0.2987	0.8164	0.9036
No log	0.0973	240	1.1212	0.2574	1.1212	1.0589
No log	0.0981	242	1.2868	0.2254	1.2868	1.1344
No log	0.0989	244	0.9503	0.2740	0.9503	0.9749
No log	0.0997	246	0.8232	0.1960	0.8232	0.9073
No log	0.1005	248	0.8321	0.1973	0.8321	0.9122
No log	0.1013	250	0.9043	0.2290	0.9043	0.9509
No log	0.1021	252	1.2968	0.1984	1.2968	1.1388
No log	0.1030	254	1.2826	0.1930	1.2826	1.1325
No log	0.1038	256	0.9921	0.2212	0.9921	0.9961
No log	0.1046	258	0.8900	0.1663	0.8900	0.9434
No log	0.1054	260	0.9361	0.1714	0.9361	0.9675
No log	0.1062	262	1.1213	0.2056	1.1213	1.0589
No log	0.1070	264	1.2654	0.1960	1.2654	1.1249
No log	0.1078	266	1.1232	0.2289	1.1232	1.0598
No log	0.1086	268	0.9849	0.2136	0.9849	0.9924
No log	0.1094	270	1.1004	0.2157	1.1004	1.0490
No log	0.1103	272	1.3683	0.1988	1.3683	1.1697
No log	0.1111	274	1.2697	0.1941	1.2697	1.1268
No log	0.1119	276	1.1292	0.2055	1.1292	1.0626
No log	0.1127	278	1.0772	0.1996	1.0772	1.0379
No log	0.1135	280	1.1942	0.1848	1.1942	1.0928
No log	0.1143	282	1.3719	0.1531	1.3719	1.1713
No log	0.1151	284	1.0921	0.1868	1.0921	1.0450
No log	0.1159	286	1.1128	0.1879	1.1128	1.0549
No log	0.1167	288	1.3590	0.1511	1.3590	1.1657
No log	0.1176	290	1.4723	0.1514	1.4723	1.2134
No log	0.1184	292	1.4840	0.1467	1.4840	1.2182
No log	0.1192	294	1.2196	0.1978	1.2196	1.1043
No log	0.1200	296	0.9451	0.1739	0.9451	0.9721
No log	0.1208	298	0.9789	0.1786	0.9789	0.9894
No log	0.1216	300	1.0237	0.2253	1.0237	1.0118
No log	0.1224	302	1.2818	0.2214	1.2818	1.1322
No log	0.1232	304	1.4200	0.2055	1.4200	1.1917
No log	0.1240	306	1.0439	0.2383	1.0439	1.0217
No log	0.1248	308	0.8017	0.2183	0.8017	0.8954
No log	0.1257	310	0.8045	0.2286	0.8045	0.8969
No log	0.1265	312	1.0384	0.2339	1.0384	1.0190
No log	0.1273	314	1.3067	0.2233	1.3067	1.1431
No log	0.1281	316	1.0476	0.2413	1.0476	1.0235
No log	0.1289	318	0.8234	0.2037	0.8234	0.9074
No log	0.1297	320	0.7986	0.2109	0.7986	0.8937
No log	0.1305	322	0.9317	0.2364	0.9317	0.9653
No log	0.1313	324	1.1979	0.2197	1.1979	1.0945
No log	0.1321	326	1.0247	0.2571	1.0247	1.0123
No log	0.1330	328	0.7914	0.2415	0.7914	0.8896
No log	0.1338	330	0.7712	0.1931	0.7712	0.8782
No log	0.1346	332	0.8331	0.2360	0.8331	0.9128
No log	0.1354	334	0.9862	0.2632	0.9862	0.9931
No log	0.1362	336	1.1504	0.2135	1.1504	1.0726
No log	0.1370	338	0.9062	0.2811	0.9062	0.9520
No log	0.1378	340	0.8195	0.2506	0.8195	0.9052
No log	0.1386	342	0.8229	0.2625	0.8229	0.9071
No log	0.1394	344	0.9846	0.3087	0.9846	0.9923
No log	0.1403	346	0.9594	0.2868	0.9594	0.9795
No log	0.1411	348	0.7996	0.2404	0.7996	0.8942
No log	0.1419	350	0.7957	0.2499	0.7957	0.8920
No log	0.1427	352	0.8933	0.2527	0.8933	0.9452
No log	0.1435	354	0.8482	0.2634	0.8482	0.9210
No log	0.1443	356	0.7788	0.2659	0.7788	0.8825
No log	0.1451	358	0.7845	0.2428	0.7845	0.8857
No log	0.1459	360	0.7883	0.2731	0.7883	0.8879
No log	0.1467	362	0.8310	0.2785	0.8310	0.9116
No log	0.1475	364	0.8319	0.2857	0.8319	0.9121
No log	0.1484	366	0.7908	0.2593	0.7908	0.8893
No log	0.1492	368	0.8194	0.2318	0.8194	0.9052
No log	0.1500	370	0.8003	0.2160	0.8003	0.8946
No log	0.1508	372	0.8383	0.2854	0.8383	0.9156
No log	0.1516	374	0.8361	0.2787	0.8361	0.9144
No log	0.1524	376	0.7749	0.2542	0.7749	0.8803
No log	0.1532	378	0.8254	0.2040	0.8254	0.9085
No log	0.1540	380	0.8412	0.2267	0.8412	0.9172
No log	0.1548	382	0.7438	0.2968	0.7438	0.8624
No log	0.1557	384	0.7877	0.3415	0.7877	0.8875
No log	0.1565	386	0.8279	0.3333	0.8279	0.9099
No log	0.1573	388	0.7186	0.3515	0.7186	0.8477
No log	0.1581	390	0.7607	0.2778	0.7607	0.8722
No log	0.1589	392	0.7769	0.2683	0.7769	0.8814
No log	0.1597	394	0.7069	0.3299	0.7069	0.8408
No log	0.1605	396	0.7091	0.3601	0.7091	0.8421
No log	0.1613	398	0.7039	0.3409	0.7039	0.8390
No log	0.1621	400	0.7179	0.3585	0.7179	0.8473
No log	0.1630	402	0.7321	0.3374	0.7321	0.8557
No log	0.1638	404	0.7686	0.3583	0.7686	0.8767
No log	0.1646	406	0.7637	0.3413	0.7637	0.8739
No log	0.1654	408	0.7411	0.3383	0.7411	0.8608
No log	0.1662	410	0.7352	0.3274	0.7352	0.8574
No log	0.1670	412	0.7548	0.3264	0.7548	0.8688
No log	0.1678	414	0.8822	0.3071	0.8822	0.9392
No log	0.1686	416	0.9175	0.3171	0.9175	0.9579
No log	0.1694	418	0.7634	0.3313	0.7634	0.8738
No log	0.1702	420	0.7216	0.3252	0.7216	0.8494
No log	0.1711	422	0.7332	0.3080	0.7332	0.8562
No log	0.1719	424	0.7549	0.3732	0.7549	0.8688
No log	0.1727	426	0.9698	0.3516	0.9698	0.9848
No log	0.1735	428	0.8549	0.3605	0.8549	0.9246
No log	0.1743	430	0.6854	0.3681	0.6854	0.8279
No log	0.1751	432	0.7212	0.3046	0.7212	0.8492
No log	0.1759	434	0.7133	0.3028	0.7133	0.8446
No log	0.1767	436	0.6673	0.3231	0.6673	0.8169
No log	0.1775	438	0.7067	0.3245	0.7067	0.8406
No log	0.1784	440	0.6928	0.3203	0.6928	0.8324
No log	0.1792	442	0.7009	0.3174	0.7009	0.8372
No log	0.1800	444	0.7195	0.3302	0.7195	0.8482
No log	0.1808	446	0.8087	0.3160	0.8087	0.8993
No log	0.1816	448	0.8538	0.3002	0.8538	0.9240
No log	0.1824	450	0.7595	0.2963	0.7595	0.8715
No log	0.1832	452	0.7829	0.2588	0.7829	0.8848
No log	0.1840	454	0.7573	0.2883	0.7573	0.8702
No log	0.1848	456	0.8051	0.2721	0.8051	0.8973
No log	0.1857	458	0.8523	0.2872	0.8523	0.9232
No log	0.1865	460	0.7410	0.3264	0.7410	0.8608
No log	0.1873	462	0.7136	0.3443	0.7136	0.8447
No log	0.1881	464	0.7115	0.3424	0.7115	0.8435
No log	0.1889	466	0.7652	0.3633	0.7652	0.8748
No log	0.1897	468	0.7898	0.3585	0.7898	0.8887
No log	0.1905	470	0.7537	0.3257	0.7537	0.8682
No log	0.1913	472	0.7553	0.3522	0.7553	0.8691
No log	0.1921	474	0.8120	0.3425	0.8120	0.9011
No log	0.1929	476	0.7625	0.3299	0.7625	0.8732
No log	0.1938	478	0.6969	0.3343	0.6969	0.8348
No log	0.1946	480	0.7400	0.3047	0.7400	0.8602
No log	0.1954	482	0.7084	0.3224	0.7084	0.8416
No log	0.1962	484	0.6966	0.3188	0.6966	0.8346
No log	0.1970	486	0.7850	0.3462	0.7850	0.8860
No log	0.1978	488	0.7492	0.3324	0.7492	0.8656
No log	0.1986	490	0.7379	0.3049	0.7379	0.8590
No log	0.1994	492	0.7495	0.2910	0.7495	0.8657
No log	0.2002	494	0.7539	0.3325	0.7539	0.8683
No log	0.2011	496	0.7623	0.3659	0.7623	0.8731
No log	0.2019	498	0.6939	0.3530	0.6939	0.8330
0.934	0.2027	500	0.7732	0.3011	0.7732	0.8793
0.934	0.2035	502	0.7525	0.2977	0.7525	0.8674
0.934	0.2043	504	0.6796	0.3690	0.6796	0.8244
0.934	0.2051	506	0.7122	0.3229	0.7122	0.8439
0.934	0.2059	508	0.7012	0.3381	0.7012	0.8374
0.934	0.2067	510	0.7835	0.2812	0.7835	0.8851
0.934	0.2075	512	0.8539	0.2447	0.8539	0.9241
0.934	0.2084	514	0.7376	0.3324	0.7376	0.8588
0.934	0.2092	516	0.7424	0.3530	0.7424	0.8616
0.934	0.2100	518	0.7216	0.3606	0.7216	0.8495
0.934	0.2108	520	0.6917	0.3578	0.6917	0.8317
0.934	0.2116	522	0.6888	0.3626	0.6888	0.8300
0.934	0.2124	524	0.6776	0.3776	0.6776	0.8232
0.934	0.2132	526	0.6715	0.3753	0.6715	0.8194
0.934	0.2140	528	0.6793	0.3954	0.6793	0.8242
0.934	0.2148	530	0.7225	0.4331	0.7225	0.8500
0.934	0.2156	532	0.6937	0.4113	0.6937	0.8329
0.934	0.2165	534	0.6909	0.4100	0.6909	0.8312
0.934	0.2173	536	0.6858	0.4127	0.6858	0.8281
0.934	0.2181	538	0.6928	0.3865	0.6928	0.8323
0.934	0.2189	540	0.6935	0.3767	0.6935	0.8328
0.934	0.2197	542	0.7385	0.3379	0.7385	0.8593
0.934	0.2205	544	0.7458	0.3394	0.7458	0.8636
0.934	0.2213	546	0.7457	0.3384	0.7457	0.8635
0.934	0.2221	548	0.7649	0.3267	0.7649	0.8746
0.934	0.2229	550	0.7700	0.3611	0.7700	0.8775
0.934	0.2238	552	0.7702	0.3446	0.7702	0.8776
0.934	0.2246	554	0.7567	0.3477	0.7567	0.8699
0.934	0.2254	556	0.7433	0.3535	0.7433	0.8621
0.934	0.2262	558	0.8157	0.3443	0.8157	0.9032
0.934	0.2270	560	0.8270	0.3320	0.8270	0.9094
0.934	0.2278	562	0.7428	0.3275	0.7428	0.8618
0.934	0.2286	564	0.8466	0.2571	0.8466	0.9201
0.934	0.2294	566	0.8050	0.2791	0.8050	0.8972
0.934	0.2302	568	0.7260	0.3424	0.7260	0.8521
0.934	0.2310	570	0.7500	0.3789	0.7500	0.8660
0.934	0.2319	572	0.7383	0.4091	0.7383	0.8593
0.934	0.2327	574	0.6799	0.3774	0.6799	0.8246
0.934	0.2335	576	0.7321	0.3665	0.7321	0.8556
0.934	0.2343	578	0.6742	0.3778	0.6742	0.8211
0.934	0.2351	580	0.7255	0.4219	0.7255	0.8518
0.934	0.2359	582	0.8879	0.4102	0.8879	0.9423
0.934	0.2367	584	0.7819	0.4286	0.7819	0.8842
0.934	0.2375	586	0.6981	0.3954	0.6981	0.8355
0.934	0.2383	588	0.6966	0.3757	0.6966	0.8346
0.934	0.2392	590	0.7253	0.3962	0.7253	0.8516
0.934	0.2400	592	0.8609	0.4052	0.8609	0.9278
0.934	0.2408	594	0.7854	0.4049	0.7854	0.8862
0.934	0.2416	596	0.7298	0.3740	0.7298	0.8543
0.934	0.2424	598	0.7518	0.3440	0.7518	0.8671
0.934	0.2432	600	0.7397	0.3631	0.7397	0.8601
0.934	0.2440	602	0.7354	0.3522	0.7354	0.8576
0.934	0.2448	604	0.7321	0.3499	0.7321	0.8556
0.934	0.2456	606	0.7283	0.3426	0.7283	0.8534
0.934	0.2465	608	0.7193	0.3408	0.7193	0.8481
0.934	0.2473	610	0.7143	0.3347	0.7143	0.8451
0.934	0.2481	612	0.7169	0.3374	0.7169	0.8467
0.934	0.2489	614	0.7232	0.3311	0.7232	0.8504
0.934	0.2497	616	0.7712	0.3539	0.7712	0.8782
0.934	0.2505	618	0.8304	0.4071	0.8304	0.9113
0.934	0.2513	620	0.7238	0.3798	0.7238	0.8508
0.934	0.2521	622	0.6872	0.3748	0.6872	0.8290
0.934	0.2529	624	0.7574	0.4173	0.7574	0.8703
0.934	0.2537	626	0.7265	0.3957	0.7265	0.8523
0.934	0.2546	628	0.6639	0.3974	0.6639	0.8148
0.934	0.2554	630	0.6860	0.3997	0.6860	0.8283
0.934	0.2562	632	0.7070	0.4128	0.7070	0.8408
0.934	0.2570	634	0.6750	0.4125	0.6750	0.8216
0.934	0.2578	636	0.6760	0.4161	0.6760	0.8222
0.934	0.2586	638	0.7038	0.3801	0.7038	0.8389
0.934	0.2594	640	0.6844	0.3880	0.6844	0.8273
0.934	0.2602	642	0.7153	0.4000	0.7153	0.8457
0.934	0.2610	644	0.7135	0.3602	0.7135	0.8447
0.934	0.2619	646	0.7275	0.3557	0.7275	0.8529
0.934	0.2627	648	0.7135	0.3208	0.7135	0.8447
0.934	0.2635	650	0.7139	0.3283	0.7139	0.8449
0.934	0.2643	652	0.7229	0.3050	0.7229	0.8503
0.934	0.2651	654	0.7387	0.3294	0.7387	0.8595
0.934	0.2659	656	0.7159	0.3029	0.7159	0.8461
0.934	0.2667	658	0.7207	0.3032	0.7207	0.8489
0.934	0.2675	660	0.7676	0.3484	0.7676	0.8761
0.934	0.2683	662	0.9858	0.3364	0.9858	0.9929
0.934	0.2692	664	0.9152	0.3425	0.9152	0.9566
0.934	0.2700	666	0.7322	0.3056	0.7322	0.8557
0.934	0.2708	668	0.7542	0.3232	0.7542	0.8684
0.934	0.2716	670	0.7494	0.3128	0.7494	0.8657
0.934	0.2724	672	0.7823	0.3356	0.7823	0.8845
0.934	0.2732	674	0.9038	0.3323	0.9038	0.9507
0.934	0.2740	676	0.8235	0.3517	0.8235	0.9075
0.934	0.2748	678	0.7770	0.3484	0.7770	0.8815
0.934	0.2756	680	0.8314	0.3779	0.8314	0.9118
0.934	0.2764	682	0.7419	0.3595	0.7419	0.8614
0.934	0.2773	684	0.7566	0.3847	0.7566	0.8698
0.934	0.2781	686	0.7483	0.3807	0.7483	0.8651
0.934	0.2789	688	0.7094	0.3987	0.7094	0.8422
0.934	0.2797	690	0.7608	0.3915	0.7608	0.8722
0.934	0.2805	692	0.7558	0.3871	0.7558	0.8694
0.934	0.2813	694	0.6837	0.3781	0.6837	0.8269
0.934	0.2821	696	0.6994	0.3924	0.6994	0.8363
0.934	0.2829	698	0.7135	0.3682	0.7135	0.8447
0.934	0.2837	700	0.7303	0.3646	0.7303	0.8546
0.934	0.2846	702	0.9187	0.3878	0.9187	0.9585
0.934	0.2854	704	1.0355	0.3343	1.0355	1.0176
0.934	0.2862	706	0.8372	0.3466	0.8372	0.9150
0.934	0.2870	708	0.7284	0.3352	0.7284	0.8534
0.934	0.2878	710	0.7340	0.3405	0.7340	0.8567
0.934	0.2886	712	0.7525	0.3564	0.7525	0.8675
0.934	0.2894	714	0.8538	0.3778	0.8538	0.9240
0.934	0.2902	716	0.8531	0.3515	0.8531	0.9236
0.934	0.2910	718	0.7635	0.3579	0.7635	0.8738
0.934	0.2919	720	0.6918	0.3829	0.6918	0.8317
0.934	0.2927	722	0.6950	0.3832	0.6950	0.8337
0.934	0.2935	724	0.7626	0.3854	0.7626	0.8733
0.934	0.2943	726	0.7315	0.3791	0.7315	0.8553
0.934	0.2951	728	0.7178	0.3937	0.7178	0.8472
0.934	0.2959	730	0.6627	0.3991	0.6627	0.8141
0.934	0.2967	732	0.6847	0.4048	0.6847	0.8275
0.934	0.2975	734	0.6678	0.4100	0.6678	0.8172
0.934	0.2983	736	0.6926	0.4379	0.6926	0.8322
0.934	0.2991	738	0.6459	0.4401	0.6459	0.8037
0.934	0.3000	740	0.6589	0.4072	0.6589	0.8117
0.934	0.3008	742	0.6587	0.3983	0.6587	0.8116
0.934	0.3016	744	0.6703	0.4146	0.6703	0.8187
0.934	0.3024	746	0.6995	0.4391	0.6995	0.8364
0.934	0.3032	748	0.6893	0.4523	0.6893	0.8302
0.934	0.3040	750	0.6745	0.4088	0.6745	0.8213
0.934	0.3048	752	0.6554	0.4272	0.6554	0.8096
0.934	0.3056	754	0.6356	0.4144	0.6356	0.7973
0.934	0.3064	756	0.6508	0.4217	0.6508	0.8067
0.934	0.3073	758	0.6540	0.3948	0.6540	0.8087
0.934	0.3081	760	0.6684	0.3842	0.6684	0.8176
0.934	0.3089	762	0.6597	0.4044	0.6597	0.8122
0.934	0.3097	764	0.6868	0.4166	0.6868	0.8287
0.934	0.3105	766	0.7299	0.4065	0.7299	0.8543
0.934	0.3113	768	0.7622	0.3902	0.7622	0.8731
0.934	0.3121	770	0.7281	0.3694	0.7281	0.8533
0.934	0.3129	772	0.7006	0.3761	0.7006	0.8370
0.934	0.3137	774	0.7397	0.3228	0.7397	0.8600
0.934	0.3146	776	0.7176	0.3338	0.7176	0.8471
0.934	0.3154	778	0.7316	0.3787	0.7316	0.8553
0.934	0.3162	780	0.9242	0.3504	0.9242	0.9613
0.934	0.3170	782	0.8678	0.3709	0.8678	0.9315
0.934	0.3178	784	0.7681	0.3886	0.7681	0.8764
0.934	0.3186	786	0.7731	0.3373	0.7731	0.8793
0.934	0.3194	788	0.8053	0.3653	0.8053	0.8974
0.934	0.3202	790	0.8751	0.3961	0.8751	0.9355
0.934	0.3210	792	0.8788	0.4033	0.8788	0.9374
0.934	0.3218	794	0.8115	0.4170	0.8115	0.9008
0.934	0.3227	796	0.8006	0.4214	0.8006	0.8947
0.934	0.3235	798	0.7455	0.4489	0.7455	0.8634
0.934	0.3243	800	0.7228	0.4605	0.7228	0.8502
0.934	0.3251	802	0.7383	0.4564	0.7383	0.8592
0.934	0.3259	804	0.7061	0.4571	0.7061	0.8403
0.934	0.3267	806	0.7464	0.3885	0.7464	0.8639
0.934	0.3275	808	0.7697	0.3594	0.7697	0.8773
0.934	0.3283	810	0.7060	0.4426	0.7060	0.8403
0.934	0.3291	812	0.7866	0.4255	0.7866	0.8869
0.934	0.3300	814	0.7162	0.4573	0.7162	0.8463
0.934	0.3308	816	0.6738	0.3894	0.6738	0.8209
0.934	0.3316	818	0.6648	0.3906	0.6648	0.8153
0.934	0.3324	820	0.6586	0.4513	0.6586	0.8116
0.934	0.3332	822	0.6727	0.4380	0.6727	0.8202
0.934	0.3340	824	0.7372	0.4109	0.7372	0.8586
0.934	0.3348	826	0.7019	0.4102	0.7019	0.8378
0.934	0.3356	828	0.7158	0.4192	0.7158	0.8460
0.934	0.3364	830	0.7349	0.3643	0.7349	0.8573
0.934	0.3373	832	0.7396	0.4205	0.7396	0.8600
0.934	0.3381	834	0.7927	0.4165	0.7927	0.8903
0.934	0.3389	836	0.7650	0.4165	0.7650	0.8747
0.934	0.3397	838	0.7539	0.3790	0.7539	0.8682
0.934	0.3405	840	0.7319	0.3929	0.7319	0.8555
0.934	0.3413	842	0.7179	0.4108	0.7179	0.8473
0.934	0.3421	844	0.7300	0.3815	0.7300	0.8544
0.934	0.3429	846	0.7551	0.3745	0.7551	0.8690
0.934	0.3437	848	0.6887	0.4012	0.6887	0.8299
0.934	0.3445	850	0.6794	0.4001	0.6794	0.8243
0.934	0.3454	852	0.7130	0.3759	0.7130	0.8444
0.934	0.3462	854	0.7182	0.3759	0.7182	0.8475
0.934	0.3470	856	0.6991	0.3711	0.6991	0.8361
0.934	0.3478	858	0.6846	0.3777	0.6846	0.8274
0.934	0.3486	860	0.6650	0.4095	0.6650	0.8155
0.934	0.3494	862	0.7067	0.3623	0.7067	0.8407
0.934	0.3502	864	0.6873	0.3854	0.6873	0.8291
0.934	0.3510	866	0.7201	0.4202	0.7201	0.8486
0.934	0.3518	868	0.7567	0.3864	0.7567	0.8699
0.934	0.3527	870	0.6998	0.3632	0.6998	0.8365
0.934	0.3535	872	0.7986	0.3108	0.7986	0.8936
0.934	0.3543	874	0.7564	0.3029	0.7564	0.8697
0.934	0.3551	876	0.6892	0.3554	0.6892	0.8302
0.934	0.3559	878	0.7357	0.3721	0.7357	0.8577
0.934	0.3567	880	0.7102	0.3634	0.7102	0.8428
0.934	0.3575	882	0.7307	0.3191	0.7307	0.8548
0.934	0.3583	884	0.7217	0.3315	0.7217	0.8495
0.934	0.3591	886	0.7698	0.3531	0.7698	0.8774
0.934	0.3600	888	0.7576	0.3670	0.7576	0.8704
0.934	0.3608	890	0.7406	0.3426	0.7406	0.8606
0.934	0.3616	892	0.7359	0.3247	0.7359	0.8578
0.934	0.3624	894	0.6944	0.3896	0.6944	0.8333
0.934	0.3632	896	0.7006	0.3803	0.7006	0.8370
0.934	0.3640	898	0.6862	0.3855	0.6862	0.8284
0.934	0.3648	900	0.7162	0.4059	0.7162	0.8463
0.934	0.3656	902	0.7137	0.4027	0.7137	0.8448
0.934	0.3664	904	0.7440	0.3940	0.7440	0.8626
0.934	0.3672	906	0.7479	0.3840	0.7479	0.8648
0.934	0.3681	908	0.7836	0.3394	0.7836	0.8852
0.934	0.3689	910	0.7746	0.3592	0.7746	0.8801
0.934	0.3697	912	0.7737	0.3481	0.7737	0.8796
0.934	0.3705	914	0.7739	0.3487	0.7739	0.8797
0.934	0.3713	916	0.7981	0.3712	0.7981	0.8934
0.934	0.3721	918	0.7247	0.3931	0.7247	0.8513
0.934	0.3729	920	0.7135	0.3925	0.7135	0.8447
0.934	0.3737	922	0.8336	0.3658	0.8336	0.9130
0.934	0.3745	924	0.7210	0.3872	0.7210	0.8491
0.934	0.3754	926	0.6977	0.4294	0.6977	0.8353
0.934	0.3762	928	0.7136	0.4352	0.7136	0.8448
0.934	0.3770	930	0.6788	0.4170	0.6788	0.8239
0.934	0.3778	932	0.6737	0.4328	0.6737	0.8208
0.934	0.3786	934	0.7061	0.3858	0.7061	0.8403
0.934	0.3794	936	0.7671	0.3646	0.7671	0.8759
0.934	0.3802	938	0.7219	0.3971	0.7219	0.8496
0.934	0.3810	940	0.7239	0.3835	0.7239	0.8508
0.934	0.3818	942	0.7367	0.3564	0.7367	0.8583
0.934	0.3827	944	0.7590	0.3293	0.7590	0.8712
0.934	0.3835	946	0.7166	0.3716	0.7166	0.8465
0.934	0.3843	948	0.7190	0.3648	0.7190	0.8479
0.934	0.3851	950	0.7217	0.3541	0.7217	0.8495
0.934	0.3859	952	0.7924	0.3143	0.7924	0.8901
0.934	0.3867	954	0.7955	0.2995	0.7955	0.8919
0.934	0.3875	956	0.7022	0.3545	0.7022	0.8380
0.934	0.3883	958	0.7773	0.3942	0.7773	0.8817
0.934	0.3891	960	0.7980	0.3874	0.7980	0.8933
0.934	0.3899	962	0.7043	0.3479	0.7043	0.8392
0.934	0.3908	964	0.7732	0.2805	0.7732	0.8793
0.934	0.3916	966	0.7964	0.2759	0.7964	0.8924
0.934	0.3924	968	0.7550	0.3503	0.7550	0.8689
0.934	0.3932	970	0.8387	0.3502	0.8387	0.9158
0.934	0.3940	972	0.8067	0.3315	0.8067	0.8981
0.934	0.3948	974	0.7669	0.3488	0.7669	0.8757
0.934	0.3956	976	0.7505	0.3727	0.7505	0.8663
0.934	0.3964	978	0.7314	0.3617	0.7314	0.8552
0.934	0.3972	980	0.7958	0.3636	0.7958	0.8921
0.934	0.3981	982	0.8442	0.3637	0.8442	0.9188
0.934	0.3989	984	0.7538	0.3734	0.7538	0.8682
0.934	0.3997	986	0.7322	0.4015	0.7322	0.8557
0.934	0.4005	988	0.7365	0.4021	0.7365	0.8582
0.934	0.4013	990	0.7283	0.3794	0.7283	0.8534
0.934	0.4021	992	0.7212	0.3842	0.7212	0.8492
0.934	0.4029	994	0.7096	0.3888	0.7096	0.8424
0.934	0.4037	996	0.7261	0.3938	0.7261	0.8521
0.934	0.4045	998	0.7677	0.3873	0.7677	0.8762
0.3836	0.4054	1000	0.8145	0.3742	0.8145	0.9025
0.3836	0.4062	1002	0.8123	0.3717	0.8123	0.9013
0.3836	0.4070	1004	0.7417	0.3490	0.7417	0.8612
0.3836	0.4078	1006	0.7529	0.3642	0.7529	0.8677
0.3836	0.4086	1008	0.7902	0.3288	0.7902	0.8889
0.3836	0.4094	1010	0.8864	0.3550	0.8864	0.9415

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1