ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k19_task3_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.1419
• Qwk: 0.0657
• Mse: 1.1419
• Rmse: 1.0686

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: 8
• eval_batch_size: 8
• 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	0.0244	2	3.0641	0.0029	3.0641	1.7505
No log	0.0488	4	1.5927	0.0210	1.5927	1.2620
No log	0.0732	6	1.1866	0.1077	1.1866	1.0893
No log	0.0976	8	0.5663	0.0303	0.5663	0.7525
No log	0.1220	10	0.6354	-0.0159	0.6354	0.7971
No log	0.1463	12	0.7667	-0.1358	0.7667	0.8756
No log	0.1707	14	0.6853	0.1206	0.6853	0.8278
No log	0.1951	16	0.7548	0.0095	0.7548	0.8688
No log	0.2195	18	0.7078	0.1813	0.7078	0.8413
No log	0.2439	20	0.6695	0.2340	0.6695	0.8182
No log	0.2683	22	0.6288	0.1111	0.6288	0.7930
No log	0.2927	24	0.6048	0.0	0.6048	0.7777
No log	0.3171	26	0.6151	0.0	0.6151	0.7843
No log	0.3415	28	0.6382	0.0	0.6382	0.7988
No log	0.3659	30	0.7294	-0.1701	0.7294	0.8540
No log	0.3902	32	0.7968	-0.1034	0.7968	0.8926
No log	0.4146	34	1.0036	-0.0476	1.0036	1.0018
No log	0.4390	36	1.3387	0.0	1.3387	1.1570
No log	0.4634	38	1.1508	0.0078	1.1508	1.0728
No log	0.4878	40	0.7594	0.0968	0.7594	0.8714
No log	0.5122	42	0.6180	0.0	0.6180	0.7861
No log	0.5366	44	0.6714	0.0	0.6714	0.8194
No log	0.5610	46	0.6545	0.0	0.6545	0.8090
No log	0.5854	48	0.6201	0.0	0.6201	0.7874
No log	0.6098	50	0.5693	0.0	0.5693	0.7545
No log	0.6341	52	0.5599	0.0	0.5599	0.7483
No log	0.6585	54	0.6310	0.0	0.6310	0.7943
No log	0.6829	56	0.6839	0.0	0.6839	0.8270
No log	0.7073	58	0.6748	0.0	0.6748	0.8214
No log	0.7317	60	0.6745	0.0	0.6745	0.8213
No log	0.7561	62	0.6710	0.0	0.6710	0.8191
No log	0.7805	64	0.6942	0.0	0.6942	0.8332
No log	0.8049	66	0.7655	-0.0560	0.7655	0.8749
No log	0.8293	68	0.7092	0.0	0.7092	0.8421
No log	0.8537	70	0.6224	0.0	0.6224	0.7889
No log	0.8780	72	0.6191	-0.0081	0.6191	0.7868
No log	0.9024	74	0.6442	0.0815	0.6442	0.8026
No log	0.9268	76	0.6259	-0.0159	0.6259	0.7912
No log	0.9512	78	0.7098	0.0154	0.7098	0.8425
No log	0.9756	80	0.9675	0.0041	0.9675	0.9836
No log	1.0	82	1.0027	0.1396	1.0027	1.0013
No log	1.0244	84	0.8323	0.0647	0.8323	0.9123
No log	1.0488	86	0.6627	0.0649	0.6627	0.8140
No log	1.0732	88	0.6364	0.1688	0.6364	0.7978
No log	1.0976	90	0.6896	0.0130	0.6896	0.8304
No log	1.1220	92	0.9257	-0.0233	0.9257	0.9621
No log	1.1463	94	1.2069	-0.1385	1.2069	1.0986
No log	1.1707	96	1.4156	-0.0963	1.4156	1.1898
No log	1.1951	98	1.1018	-0.0385	1.1018	1.0496
No log	1.2195	100	1.1032	-0.0357	1.1032	1.0503
No log	1.2439	102	1.2696	-0.0575	1.2696	1.1268
No log	1.2683	104	1.0915	-0.0598	1.0915	1.0448
No log	1.2927	106	1.0063	0.0045	1.0063	1.0031
No log	1.3171	108	1.0300	0.0599	1.0300	1.0149
No log	1.3415	110	1.3429	-0.0511	1.3429	1.1589
No log	1.3659	112	1.1488	-0.0879	1.1488	1.0718
No log	1.3902	114	1.4893	-0.0935	1.4893	1.2204
No log	1.4146	116	1.9523	0.0300	1.9523	1.3972
No log	1.4390	118	2.1637	0.0189	2.1637	1.4710
No log	1.4634	120	1.6165	0.0909	1.6165	1.2714
No log	1.4878	122	1.1909	0.0698	1.1909	1.0913
No log	1.5122	124	0.9948	0.0901	0.9948	0.9974
No log	1.5366	126	1.1322	0.1027	1.1322	1.0640
No log	1.5610	128	1.3378	0.1418	1.3378	1.1566
No log	1.5854	130	1.3554	0.1418	1.3554	1.1642
No log	1.6098	132	1.4827	0.1139	1.4827	1.2177
No log	1.6341	134	1.8159	0.0983	1.8159	1.3476
No log	1.6585	136	1.8563	0.0752	1.8563	1.3624
No log	1.6829	138	2.5474	0.0057	2.5474	1.5960
No log	1.7073	140	2.8878	0.0405	2.8878	1.6994
No log	1.7317	142	2.1067	-0.0208	2.1067	1.4515
No log	1.7561	144	1.1330	0.0996	1.1330	1.0644
No log	1.7805	146	0.7078	0.2281	0.7078	0.8413
No log	1.8049	148	0.9132	0.0588	0.9132	0.9556
No log	1.8293	150	0.8242	0.0647	0.8242	0.9079
No log	1.8537	152	0.6796	0.1195	0.6796	0.8244
No log	1.8780	154	0.6896	-0.0303	0.6896	0.8304
No log	1.9024	156	0.8820	0.1068	0.8820	0.9391
No log	1.9268	158	1.3480	0.0571	1.3480	1.1610
No log	1.9512	160	2.0790	-0.0292	2.0790	1.4419
No log	1.9756	162	2.2751	0.0067	2.2751	1.5083
No log	2.0	164	1.6397	-0.0279	1.6397	1.2805
No log	2.0244	166	0.8369	0.1568	0.8369	0.9148
No log	2.0488	168	0.9872	-0.0233	0.9872	0.9936
No log	2.0732	170	1.0876	0.0370	1.0876	1.0429
No log	2.0976	172	0.7545	0.0118	0.7545	0.8686
No log	2.1220	174	0.9583	0.0476	0.9583	0.9789
No log	2.1463	176	1.5367	0.0951	1.5367	1.2396
No log	2.1707	178	1.6218	0.0951	1.6218	1.2735
No log	2.1951	180	1.1704	0.1014	1.1704	1.0818
No log	2.2195	182	0.8907	0.1429	0.8907	0.9438
No log	2.2439	184	0.8151	0.1050	0.8151	0.9028
No log	2.2683	186	0.8679	0.1193	0.8679	0.9316
No log	2.2927	188	0.8307	0.1193	0.8307	0.9114
No log	2.3171	190	0.9906	0.136	0.9906	0.9953
No log	2.3415	192	1.4361	0.1186	1.4361	1.1984
No log	2.3659	194	2.0459	0.1131	2.0459	1.4303
No log	2.3902	196	2.0872	0.1121	2.0872	1.4447
No log	2.4146	198	1.6114	0.1858	1.6114	1.2694
No log	2.4390	200	0.8654	0.2787	0.8654	0.9303
No log	2.4634	202	0.8163	0.2000	0.8163	0.9035
No log	2.4878	204	1.0736	0.1127	1.0736	1.0362
No log	2.5122	206	1.9468	0.0576	1.9468	1.3953
No log	2.5366	208	2.0879	0.0185	2.0879	1.4450
No log	2.5610	210	1.5265	0.0984	1.5265	1.2355
No log	2.5854	212	0.8338	0.0852	0.8338	0.9131
No log	2.6098	214	0.6681	0.3149	0.6681	0.8174
No log	2.6341	216	0.7652	0.1133	0.7652	0.8748
No log	2.6585	218	1.2875	0.0897	1.2875	1.1347
No log	2.6829	220	1.8585	0.0090	1.8585	1.3633
No log	2.7073	222	1.8535	0.0115	1.8535	1.3614
No log	2.7317	224	1.3884	0.0891	1.3884	1.1783
No log	2.7561	226	0.8571	0.0717	0.8571	0.9258
No log	2.7805	228	0.7345	0.2941	0.7345	0.8570
No log	2.8049	230	0.8724	0.0979	0.8724	0.9340
No log	2.8293	232	1.4910	0.0604	1.4910	1.2211
No log	2.8537	234	2.2399	0.0255	2.2399	1.4966
No log	2.8780	236	2.2432	0.0275	2.2432	1.4977
No log	2.9024	238	1.7007	0.0511	1.7007	1.3041
No log	2.9268	240	1.0052	0.0476	1.0052	1.0026
No log	2.9512	242	0.8026	0.0802	0.8026	0.8959
No log	2.9756	244	0.7966	0.2850	0.7966	0.8925
No log	3.0	246	0.9179	0.0909	0.9179	0.9581
No log	3.0244	248	1.4217	0.0769	1.4217	1.1924
No log	3.0488	250	1.6628	0.0868	1.6628	1.2895
No log	3.0732	252	1.7855	0.0227	1.7855	1.3362
No log	3.0976	254	1.8380	0.0499	1.8380	1.3557
No log	3.1220	256	1.6200	0.0943	1.6200	1.2728
No log	3.1463	258	1.2912	0.0580	1.2912	1.1363
No log	3.1707	260	1.0870	0.0476	1.0870	1.0426
No log	3.1951	262	1.0881	0.0791	1.0881	1.0431
No log	3.2195	264	1.4178	0.0671	1.4178	1.1907
No log	3.2439	266	1.5851	0.0943	1.5851	1.2590
No log	3.2683	268	1.6061	0.0943	1.6061	1.2673
No log	3.2927	270	1.5650	0.1169	1.5650	1.2510
No log	3.3171	272	1.3134	0.1622	1.3134	1.1460
No log	3.3415	274	1.1909	0.0747	1.1909	1.0913
No log	3.3659	276	1.1655	0.0747	1.1655	1.0796
No log	3.3902	278	1.2459	0.1672	1.2459	1.1162
No log	3.4146	280	1.1066	0.1367	1.1066	1.0519
No log	3.4390	282	0.8877	0.1148	0.8877	0.9422
No log	3.4634	284	0.9595	0.1008	0.9595	0.9795
No log	3.4878	286	1.2088	0.1672	1.2088	1.0995
No log	3.5122	288	1.0597	0.1661	1.0597	1.0294
No log	3.5366	290	0.8126	0.1000	0.8126	0.9015
No log	3.5610	292	0.8910	0.1417	0.8910	0.9439
No log	3.5854	294	1.1434	0.1389	1.1434	1.0693
No log	3.6098	296	1.2298	0.1672	1.2298	1.1090
No log	3.6341	298	1.4369	0.1438	1.4369	1.1987
No log	3.6585	300	1.1786	0.1719	1.1786	1.0856
No log	3.6829	302	0.8707	0.1228	0.8707	0.9331
No log	3.7073	304	0.8410	0.1570	0.8410	0.9171
No log	3.7317	306	1.0292	0.1934	1.0292	1.0145
No log	3.7561	308	1.2440	0.1714	1.2440	1.1154
No log	3.7805	310	1.5235	0.0732	1.5235	1.2343
No log	3.8049	312	1.2937	0.1943	1.2937	1.1374
No log	3.8293	314	0.9012	0.1319	0.9012	0.9493
No log	3.8537	316	0.7972	0.2743	0.7972	0.8929
No log	3.8780	318	0.8542	0.0823	0.8542	0.9242
No log	3.9024	320	1.1291	0.1828	1.1291	1.0626
No log	3.9268	322	1.5784	0.0453	1.5784	1.2564
No log	3.9512	324	1.5944	0.0189	1.5944	1.2627
No log	3.9756	326	1.2032	0.1587	1.2032	1.0969
No log	4.0	328	0.7583	0.1675	0.7583	0.8708
No log	4.0244	330	0.6601	0.2727	0.6601	0.8124
No log	4.0488	332	0.6628	0.2593	0.6628	0.8141
No log	4.0732	334	0.7669	0.1321	0.7669	0.8757
No log	4.0976	336	0.9544	0.1245	0.9544	0.9769
No log	4.1220	338	1.0743	0.0672	1.0743	1.0365
No log	4.1463	340	1.1461	0.0722	1.1461	1.0706
No log	4.1707	342	1.1797	0.1062	1.1797	1.0861
No log	4.1951	344	1.1443	0.0701	1.1443	1.0697
No log	4.2195	346	0.8766	0.1379	0.8766	0.9363
No log	4.2439	348	0.8343	0.1379	0.8343	0.9134
No log	4.2683	350	1.0616	0.2184	1.0616	1.0304
No log	4.2927	352	1.4854	0.0415	1.4854	1.2188
No log	4.3171	354	1.5464	0.0030	1.5464	1.2435
No log	4.3415	356	1.2729	0.1351	1.2729	1.1282
No log	4.3659	358	1.1766	0.1608	1.1766	1.0847
No log	4.3902	360	1.1778	0.1608	1.1778	1.0853
No log	4.4146	362	1.0189	0.1506	1.0189	1.0094
No log	4.4390	364	0.9634	0.1807	0.9634	0.9815
No log	4.4634	366	1.1076	0.0996	1.1076	1.0524
No log	4.4878	368	1.4909	0.0868	1.4909	1.2210
No log	4.5122	370	1.6167	0.0893	1.6167	1.2715
No log	4.5366	372	1.3600	0.1608	1.3600	1.1662
No log	4.5610	374	0.9612	0.0722	0.9612	0.9804
No log	4.5854	376	0.8543	0.2000	0.8543	0.9243
No log	4.6098	378	0.9138	0.1525	0.9138	0.9559
No log	4.6341	380	1.0976	0.1161	1.0976	1.0477
No log	4.6585	382	1.5406	0.1335	1.5406	1.2412
No log	4.6829	384	1.7179	0.0924	1.7179	1.3107
No log	4.7073	386	1.4739	0.0868	1.4739	1.2141
No log	4.7317	388	1.0367	0.1264	1.0367	1.0182
No log	4.7561	390	0.8228	0.1636	0.8228	0.9071
No log	4.7805	392	0.8405	0.1111	0.8405	0.9168
No log	4.8049	394	0.9627	0.1525	0.9627	0.9812
No log	4.8293	396	1.2510	0.1389	1.2510	1.1185
No log	4.8537	398	1.3386	0.1340	1.3386	1.1570
No log	4.8780	400	1.2171	0.0435	1.2171	1.1032
No log	4.9024	402	0.9615	0.1525	0.9615	0.9806
No log	4.9268	404	0.8494	0.1111	0.8494	0.9216
No log	4.9512	406	0.9379	0.1525	0.9379	0.9685
No log	4.9756	408	1.0987	0.0651	1.0987	1.0482
No log	5.0	410	1.0438	0.125	1.0438	1.0217
No log	5.0244	412	0.9189	0.1464	0.9189	0.9586
No log	5.0488	414	0.9120	0.1464	0.9120	0.9550
No log	5.0732	416	0.9667	0.1535	0.9667	0.9832
No log	5.0976	418	1.0343	0.1278	1.0343	1.0170
No log	5.1220	420	0.9182	0.1525	0.9182	0.9582
No log	5.1463	422	0.8274	0.1786	0.8274	0.9096
No log	5.1707	424	0.7901	0.1683	0.7901	0.8889
No log	5.1951	426	0.9189	0.1554	0.9189	0.9586
No log	5.2195	428	1.0537	0.1579	1.0537	1.0265
No log	5.2439	430	1.1236	0.1014	1.1236	1.0600
No log	5.2683	432	1.2718	0.1032	1.2718	1.1277
No log	5.2927	434	1.3914	0.0811	1.3914	1.1796
No log	5.3171	436	1.4822	0.1068	1.4822	1.2174
No log	5.3415	438	1.3794	0.0515	1.3794	1.1745
No log	5.3659	440	1.4788	0.1083	1.4788	1.2160
No log	5.3902	442	1.3852	0.0789	1.3852	1.1769
No log	5.4146	444	1.1839	0.1541	1.1839	1.0881
No log	5.4390	446	1.0051	0.1698	1.0051	1.0026
No log	5.4634	448	1.0114	0.1461	1.0114	1.0057
No log	5.4878	450	1.0406	0.1241	1.0406	1.0201
No log	5.5122	452	0.9875	0.1506	0.9875	0.9937
No log	5.5366	454	1.0094	0.1515	1.0094	1.0047
No log	5.5610	456	1.0907	0.1594	1.0907	1.0444
No log	5.5854	458	1.0251	0.1880	1.0251	1.0125
No log	5.6098	460	0.9247	0.1235	0.9247	0.9616
No log	5.6341	462	0.8812	0.1741	0.8812	0.9387
No log	5.6585	464	0.9185	0.1128	0.9185	0.9584
No log	5.6829	466	1.0185	0.1461	1.0185	1.0092
No log	5.7073	468	1.1030	0.1480	1.1030	1.0502
No log	5.7317	470	1.0968	0.1480	1.0968	1.0473
No log	5.7561	472	1.1989	0.1268	1.1989	1.0949
No log	5.7805	474	1.1399	0.1227	1.1399	1.0677
No log	5.8049	476	0.9819	0.1128	0.9819	0.9909
No log	5.8293	478	0.9186	0.1405	0.9186	0.9584
No log	5.8537	480	1.0116	0.1145	1.0116	1.0058
No log	5.8780	482	1.1595	0.1304	1.1595	1.0768
No log	5.9024	484	1.1193	0.1587	1.1193	1.0580
No log	5.9268	486	1.0492	0.1571	1.0492	1.0243
No log	5.9512	488	1.0845	0.1278	1.0845	1.0414
No log	5.9756	490	1.1575	0.1304	1.1575	1.0759
No log	6.0	492	1.0792	0.1278	1.0792	1.0389
No log	6.0244	494	0.9964	0.1506	0.9964	0.9982
No log	6.0488	496	0.9321	0.2063	0.9321	0.9654
No log	6.0732	498	0.8880	0.1937	0.8880	0.9424
0.5766	6.0976	500	0.9832	0.1450	0.9832	0.9916
0.5766	6.1220	502	1.1692	0.1587	1.1692	1.0813
0.5766	6.1463	504	1.3110	0.1065	1.3110	1.1450
0.5766	6.1707	506	1.3637	0.1081	1.3637	1.1678
0.5766	6.1951	508	1.1937	0.1304	1.1937	1.0925
0.5766	6.2195	510	0.9841	0.2063	0.9841	0.9920
0.5766	6.2439	512	0.9636	0.1741	0.9636	0.9816
0.5766	6.2683	514	1.0452	0.1515	1.0452	1.0224
0.5766	6.2927	516	1.1970	0.0701	1.1970	1.0941
0.5766	6.3171	518	1.3962	0.0336	1.3962	1.1816
0.5766	6.3415	520	1.3512	0.0556	1.3512	1.1624
0.5766	6.3659	522	1.1350	0.0625	1.1350	1.0654
0.5766	6.3902	524	1.0512	0.0201	1.0512	1.0253
0.5766	6.4146	526	1.1438	0.0625	1.1438	1.0695
0.5766	6.4390	528	1.1352	0.0625	1.1352	1.0655
0.5766	6.4634	530	1.1685	0.0672	1.1685	1.0810
0.5766	6.4878	532	1.2794	0.1062	1.2794	1.1311
0.5766	6.5122	534	1.2242	0.1062	1.2242	1.1064
0.5766	6.5366	536	1.0794	0.0323	1.0794	1.0389
0.5766	6.5610	538	1.0417	0.0279	1.0417	1.0206
0.5766	6.5854	540	0.9465	0.1504	0.9465	0.9729
0.5766	6.6098	542	0.9173	0.1453	0.9173	0.9578
0.5766	6.6341	544	0.9216	0.1453	0.9216	0.9600
0.5766	6.6585	546	0.8714	0.1718	0.8714	0.9335
0.5766	6.6829	548	0.8864	0.1441	0.8864	0.9415
0.5766	6.7073	550	1.0277	0.0843	1.0277	1.0138
0.5766	6.7317	552	1.1982	0.1367	1.1982	1.0946
0.5766	6.7561	554	1.2392	0.1367	1.2392	1.1132
0.5766	6.7805	556	1.1302	0.1343	1.1302	1.0631
0.5766	6.8049	558	1.0096	0.1181	1.0096	1.0048
0.5766	6.8293	560	1.0498	0.1939	1.0498	1.0246
0.5766	6.8537	562	1.0283	0.1621	1.0283	1.0141
0.5766	6.8780	564	0.9913	0.1181	0.9913	0.9957
0.5766	6.9024	566	0.9270	0.1111	0.9270	0.9628
0.5766	6.9268	568	0.9285	0.1464	0.9285	0.9636
0.5766	6.9512	570	1.0438	0.1181	1.0438	1.0216
0.5766	6.9756	572	1.2896	0.1111	1.2896	1.1356
0.5766	7.0	574	1.5038	0.0415	1.5038	1.2263
0.5766	7.0244	576	1.6187	-0.0063	1.6187	1.2723
0.5766	7.0488	578	1.5512	0.0415	1.5512	1.2455
0.5766	7.0732	580	1.3585	0.0811	1.3585	1.1656
0.5766	7.0976	582	1.1253	0.1227	1.1253	1.0608
0.5766	7.1220	584	0.9581	0.1055	0.9581	0.9788
0.5766	7.1463	586	0.9449	0.1055	0.9449	0.9721
0.5766	7.1707	588	1.0346	0.1486	1.0346	1.0172
0.5766	7.1951	590	1.2403	0.1014	1.2403	1.1137
0.5766	7.2195	592	1.3973	0.1065	1.3973	1.1821
0.5766	7.2439	594	1.3623	0.0747	1.3623	1.1672
0.5766	7.2683	596	1.1909	0.0632	1.1909	1.0913
0.5766	7.2927	598	0.9859	0.1392	0.9859	0.9929
0.5766	7.3171	600	0.9213	0.1392	0.9213	0.9598
0.5766	7.3415	602	0.8889	0.1718	0.8889	0.9428
0.5766	7.3659	604	0.9460	0.1392	0.9460	0.9726
0.5766	7.3902	606	1.0470	0.1181	1.0470	1.0232
0.5766	7.4146	608	1.1440	0.0632	1.1440	1.0696
0.5766	7.4390	610	1.1503	0.0632	1.1503	1.0725
0.5766	7.4634	612	1.0805	0.0579	1.0805	1.0395
0.5766	7.4878	614	0.9911	0.1464	0.9911	0.9956
0.5766	7.5122	616	0.9986	0.1464	0.9986	0.9993
0.5766	7.5366	618	1.0047	0.1486	1.0047	1.0023
0.5766	7.5610	620	0.9842	0.1486	0.9842	0.9921
0.5766	7.5854	622	0.9149	0.1453	0.9149	0.9565
0.5766	7.6098	624	0.9515	0.1453	0.9515	0.9754
0.5766	7.6341	626	1.0253	0.1181	1.0253	1.0126
0.5766	7.6585	628	1.1097	0.1533	1.1097	1.0534
0.5766	7.6829	630	1.1200	0.1014	1.1200	1.0583
0.5766	7.7073	632	1.0355	0.1181	1.0355	1.0176
0.5766	7.7317	634	0.9755	0.1148	0.9755	0.9877
0.5766	7.7561	636	0.9653	0.1148	0.9653	0.9825
0.5766	7.7805	638	0.9485	0.1453	0.9485	0.9739
0.5766	7.8049	640	1.0036	0.1148	1.0036	1.0018
0.5766	7.8293	642	1.0142	0.1148	1.0142	1.0071
0.5766	7.8537	644	1.0657	0.1264	1.0657	1.0323
0.5766	7.8780	646	1.1251	0.0677	1.1251	1.0607
0.5766	7.9024	648	1.0877	0.1264	1.0877	1.0430
0.5766	7.9268	650	1.0133	0.1148	1.0133	1.0066
0.5766	7.9512	652	0.9185	0.1453	0.9185	0.9584
0.5766	7.9756	654	0.8946	0.1781	0.8946	0.9458
0.5766	8.0	656	0.9310	0.1453	0.9310	0.9649
0.5766	8.0244	658	1.0293	0.1181	1.0293	1.0145
0.5766	8.0488	660	1.0933	0.1264	1.0933	1.0456
0.5766	8.0732	662	1.1295	0.0677	1.1295	1.0628
0.5766	8.0976	664	1.0685	0.0888	1.0685	1.0337
0.5766	8.1220	666	1.0253	0.1181	1.0253	1.0126
0.5766	8.1463	668	0.9729	0.1799	0.9729	0.9864
0.5766	8.1707	670	0.9952	0.1803	0.9952	0.9976
0.5766	8.1951	672	1.0394	0.1506	1.0394	1.0195
0.5766	8.2195	674	1.0900	0.1227	1.0900	1.0440
0.5766	8.2439	676	1.1497	0.1533	1.1497	1.0723
0.5766	8.2683	678	1.1483	0.1533	1.1483	1.0716
0.5766	8.2927	680	1.1298	0.1533	1.1298	1.0629
0.5766	8.3171	682	1.1451	0.1533	1.1451	1.0701
0.5766	8.3415	684	1.0980	0.1533	1.0980	1.0479
0.5766	8.3659	686	1.0900	0.1533	1.0900	1.0440
0.5766	8.3902	688	1.0477	0.1227	1.0477	1.0236
0.5766	8.4146	690	1.0060	0.2063	1.0060	1.0030
0.5766	8.4390	692	0.9708	0.2066	0.9708	0.9853
0.5766	8.4634	694	0.9957	0.2063	0.9957	0.9978
0.5766	8.4878	696	1.0656	0.1227	1.0656	1.0323
0.5766	8.5122	698	1.1303	0.1533	1.1303	1.0632
0.5766	8.5366	700	1.1598	0.0968	1.1598	1.0769
0.5766	8.5610	702	1.1232	0.0968	1.1232	1.0598
0.5766	8.5854	704	1.0826	0.1506	1.0826	1.0405
0.5766	8.6098	706	1.0574	0.1486	1.0574	1.0283
0.5766	8.6341	708	1.0682	0.1181	1.0682	1.0336
0.5766	8.6585	710	1.0579	0.1486	1.0579	1.0285
0.5766	8.6829	712	1.0915	0.0579	1.0915	1.0447
0.5766	8.7073	714	1.0996	0.0579	1.0996	1.0486
0.5766	8.7317	716	1.1061	0.0909	1.1061	1.0517
0.5766	8.7561	718	1.0970	0.0579	1.0970	1.0474
0.5766	8.7805	720	1.1083	0.0909	1.1083	1.0527
0.5766	8.8049	722	1.0997	0.1506	1.0997	1.0487
0.5766	8.8293	724	1.1196	0.1227	1.1196	1.0581
0.5766	8.8537	726	1.1303	0.0657	1.1303	1.0631
0.5766	8.8780	728	1.1579	0.0968	1.1579	1.0761
0.5766	8.9024	730	1.1840	0.0704	1.1840	1.0881
0.5766	8.9268	732	1.1668	0.0394	1.1668	1.0802
0.5766	8.9512	734	1.1546	0.0657	1.1546	1.0745
0.5766	8.9756	736	1.1055	0.1227	1.1055	1.0514
0.5766	9.0	738	1.0493	0.1486	1.0493	1.0244
0.5766	9.0244	740	1.0236	0.1803	1.0236	1.0117
0.5766	9.0488	742	1.0165	0.1464	1.0165	1.0082
0.5766	9.0732	744	1.0077	0.1464	1.0077	1.0039
0.5766	9.0976	746	1.0066	0.1464	1.0066	1.0033
0.5766	9.1220	748	1.0088	0.1464	1.0088	1.0044
0.5766	9.1463	750	1.0020	0.1464	1.0020	1.0010
0.5766	9.1707	752	1.0260	0.1148	1.0260	1.0129
0.5766	9.1951	754	1.0421	0.1148	1.0421	1.0208
0.5766	9.2195	756	1.0634	0.1148	1.0634	1.0312
0.5766	9.2439	758	1.0807	0.0522	1.0807	1.0396
0.5766	9.2683	760	1.0790	0.0522	1.0790	1.0388
0.5766	9.2927	762	1.0875	0.0522	1.0875	1.0429
0.5766	9.3171	764	1.0778	0.0522	1.0778	1.0382
0.5766	9.3415	766	1.0645	0.1148	1.0645	1.0318
0.5766	9.3659	768	1.0767	0.0522	1.0767	1.0376
0.5766	9.3902	770	1.0918	0.0522	1.0918	1.0449
0.5766	9.4146	772	1.1222	0.0579	1.1222	1.0593
0.5766	9.4390	774	1.1333	0.0909	1.1333	1.0646
0.5766	9.4634	776	1.1245	0.0579	1.1245	1.0604
0.5766	9.4878	778	1.1202	0.0579	1.1202	1.0584
0.5766	9.5122	780	1.1167	0.0579	1.1167	1.0568
0.5766	9.5366	782	1.1153	0.0579	1.1153	1.0561
0.5766	9.5610	784	1.1087	0.0579	1.1087	1.0530
0.5766	9.5854	786	1.1048	0.0579	1.1048	1.0511
0.5766	9.6098	788	1.0964	0.0579	1.0964	1.0471
0.5766	9.6341	790	1.0990	0.0579	1.0990	1.0483
0.5766	9.6585	792	1.1058	0.0579	1.1058	1.0516
0.5766	9.6829	794	1.1142	0.0606	1.1142	1.0556
0.5766	9.7073	796	1.1302	0.0657	1.1302	1.0631
0.5766	9.7317	798	1.1429	0.0657	1.1429	1.0691
0.5766	9.7561	800	1.1516	0.0657	1.1516	1.0731
0.5766	9.7805	802	1.1554	0.0657	1.1554	1.0749
0.5766	9.8049	804	1.1634	0.0394	1.1634	1.0786
0.5766	9.8293	806	1.1619	0.0394	1.1619	1.0779
0.5766	9.8537	808	1.1612	0.0394	1.1612	1.0776
0.5766	9.8780	810	1.1561	0.0657	1.1561	1.0752
0.5766	9.9024	812	1.1501	0.0657	1.1501	1.0724
0.5766	9.9268	814	1.1452	0.0657	1.1452	1.0701
0.5766	9.9512	816	1.1435	0.0657	1.1435	1.0693
0.5766	9.9756	818	1.1427	0.0657	1.1427	1.0690
0.5766	10.0	820	1.1419	0.0657	1.1419	1.0686

Framework versions

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