ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k15_task1_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: 1.0369
• Qwk: 0.5932
• Mse: 1.0369
• Rmse: 1.0183

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	0.0253	2	5.1711	-0.0124	5.1711	2.2740
No log	0.0506	4	3.4172	0.0699	3.4172	1.8486
No log	0.0759	6	1.8705	0.1259	1.8705	1.3677
No log	0.1013	8	1.6886	0.0447	1.6886	1.2995
No log	0.1266	10	1.1925	0.2176	1.1925	1.0920
No log	0.1519	12	1.1407	0.2165	1.1407	1.0680
No log	0.1772	14	1.1480	0.1681	1.1480	1.0715
No log	0.2025	16	1.1731	0.1218	1.1731	1.0831
No log	0.2278	18	1.2324	0.1363	1.2324	1.1102
No log	0.2532	20	1.1892	0.1301	1.1892	1.0905
No log	0.2785	22	1.1286	0.1599	1.1286	1.0624
No log	0.3038	24	1.0543	0.2189	1.0543	1.0268
No log	0.3291	26	1.0546	0.3636	1.0546	1.0270
No log	0.3544	28	1.0448	0.3233	1.0448	1.0222
No log	0.3797	30	0.9732	0.3917	0.9732	0.9865
No log	0.4051	32	0.9134	0.3901	0.9134	0.9557
No log	0.4304	34	0.9604	0.3270	0.9604	0.9800
No log	0.4557	36	1.0313	0.3458	1.0313	1.0156
No log	0.4810	38	1.2747	0.3200	1.2747	1.1290
No log	0.5063	40	1.4531	0.1877	1.4531	1.2055
No log	0.5316	42	1.3123	0.2422	1.3123	1.1456
No log	0.5570	44	1.1165	0.3422	1.1165	1.0567
No log	0.5823	46	0.8511	0.4891	0.8511	0.9226
No log	0.6076	48	0.7911	0.5781	0.7911	0.8894
No log	0.6329	50	0.8690	0.5231	0.8690	0.9322
No log	0.6582	52	0.9944	0.4485	0.9944	0.9972
No log	0.6835	54	1.3166	0.3951	1.3166	1.1474
No log	0.7089	56	1.8534	0.2624	1.8534	1.3614
No log	0.7342	58	1.8692	0.2920	1.8692	1.3672
No log	0.7595	60	1.3741	0.3036	1.3741	1.1722
No log	0.7848	62	1.1426	0.4018	1.1426	1.0689
No log	0.8101	64	1.0265	0.5065	1.0265	1.0131
No log	0.8354	66	0.8386	0.5512	0.8386	0.9157
No log	0.8608	68	0.7405	0.6386	0.7405	0.8605
No log	0.8861	70	0.7369	0.6255	0.7369	0.8584
No log	0.9114	72	0.8172	0.6092	0.8172	0.9040
No log	0.9367	74	0.9398	0.5980	0.9398	0.9694
No log	0.9620	76	1.1392	0.5411	1.1392	1.0673
No log	0.9873	78	1.4478	0.4902	1.4478	1.2032
No log	1.0127	80	1.6565	0.4510	1.6565	1.2871
No log	1.0380	82	1.4864	0.4923	1.4864	1.2192
No log	1.0633	84	1.1839	0.5334	1.1839	1.0881
No log	1.0886	86	0.9900	0.5336	0.9900	0.9950
No log	1.1139	88	0.9534	0.5594	0.9534	0.9764
No log	1.1392	90	1.0310	0.5635	1.0310	1.0154
No log	1.1646	92	1.2809	0.5467	1.2809	1.1318
No log	1.1899	94	1.5883	0.4813	1.5883	1.2603
No log	1.2152	96	1.8682	0.4553	1.8682	1.3668
No log	1.2405	98	2.0444	0.4401	2.0444	1.4298
No log	1.2658	100	1.8972	0.4397	1.8972	1.3774
No log	1.2911	102	1.5059	0.4921	1.5059	1.2271
No log	1.3165	104	1.2990	0.5319	1.2990	1.1397
No log	1.3418	106	1.3964	0.5511	1.3964	1.1817
No log	1.3671	108	1.4902	0.5708	1.4902	1.2207
No log	1.3924	110	1.3222	0.5674	1.3222	1.1499
No log	1.4177	112	1.1555	0.5981	1.1555	1.0749
No log	1.4430	114	1.1154	0.5827	1.1154	1.0561
No log	1.4684	116	1.3423	0.5510	1.3423	1.1586
No log	1.4937	118	1.4132	0.5533	1.4132	1.1888
No log	1.5190	120	1.5059	0.5911	1.5059	1.2271
No log	1.5443	122	1.3052	0.6078	1.3052	1.1424
No log	1.5696	124	1.1146	0.6224	1.1146	1.0558
No log	1.5949	126	1.0588	0.6015	1.0588	1.0290
No log	1.6203	128	1.1052	0.5857	1.1052	1.0513
No log	1.6456	130	1.2096	0.5803	1.2096	1.0998
No log	1.6709	132	1.3572	0.5282	1.3572	1.1650
No log	1.6962	134	1.3337	0.5392	1.3337	1.1549
No log	1.7215	136	1.2896	0.5673	1.2896	1.1356
No log	1.7468	138	1.1979	0.5981	1.1979	1.0945
No log	1.7722	140	1.1837	0.6038	1.1837	1.0880
No log	1.7975	142	1.3677	0.5434	1.3677	1.1695
No log	1.8228	144	1.7616	0.5056	1.7616	1.3272
No log	1.8481	146	1.9257	0.4885	1.9257	1.3877
No log	1.8734	148	1.7737	0.4792	1.7737	1.3318
No log	1.8987	150	1.6183	0.4981	1.6183	1.2721
No log	1.9241	152	1.3157	0.5221	1.3157	1.1470
No log	1.9494	154	1.2764	0.5431	1.2764	1.1298
No log	1.9747	156	1.3126	0.5739	1.3126	1.1457
No log	2.0	158	1.3981	0.5320	1.3981	1.1824
No log	2.0253	160	1.4960	0.5188	1.4960	1.2231
No log	2.0506	162	1.2596	0.5527	1.2596	1.1223
No log	2.0759	164	0.9785	0.6337	0.9785	0.9892
No log	2.1013	166	0.8549	0.6638	0.8549	0.9246
No log	2.1266	168	0.9080	0.6624	0.9080	0.9529
No log	2.1519	170	1.0928	0.6156	1.0928	1.0454
No log	2.1772	172	1.1252	0.5929	1.1252	1.0608
No log	2.2025	174	1.0202	0.6205	1.0202	1.0101
No log	2.2278	176	1.0382	0.6128	1.0382	1.0189
No log	2.2532	178	1.2074	0.6033	1.2074	1.0988
No log	2.2785	180	1.3405	0.5775	1.3405	1.1578
No log	2.3038	182	1.4967	0.5720	1.4967	1.2234
No log	2.3291	184	1.3913	0.5675	1.3913	1.1795
No log	2.3544	186	1.0497	0.5622	1.0497	1.0246
No log	2.3797	188	0.9298	0.6120	0.9298	0.9643
No log	2.4051	190	0.9638	0.5980	0.9638	0.9817
No log	2.4304	192	1.1395	0.5260	1.1395	1.0675
No log	2.4557	194	1.3751	0.4962	1.3751	1.1726
No log	2.4810	196	1.4686	0.5153	1.4686	1.2119
No log	2.5063	198	1.3176	0.5635	1.3176	1.1479
No log	2.5316	200	1.1503	0.6231	1.1503	1.0725
No log	2.5570	202	1.2310	0.6112	1.2310	1.1095
No log	2.5823	204	1.4687	0.5289	1.4687	1.2119
No log	2.6076	206	1.5039	0.5331	1.5039	1.2263
No log	2.6329	208	1.5956	0.5244	1.5956	1.2632
No log	2.6582	210	1.5573	0.5249	1.5573	1.2479
No log	2.6835	212	1.3109	0.5353	1.3109	1.1450
No log	2.7089	214	1.0123	0.6015	1.0123	1.0061
No log	2.7342	216	1.0839	0.5863	1.0839	1.0411
No log	2.7595	218	1.2928	0.5632	1.2928	1.1370
No log	2.7848	220	1.4584	0.5270	1.4584	1.2076
No log	2.8101	222	1.3643	0.5517	1.3643	1.1680
No log	2.8354	224	1.3414	0.5435	1.3414	1.1582
No log	2.8608	226	1.4609	0.5196	1.4609	1.2087
No log	2.8861	228	1.6510	0.4895	1.6510	1.2849
No log	2.9114	230	1.5327	0.4709	1.5327	1.2380
No log	2.9367	232	1.4670	0.4887	1.4670	1.2112
No log	2.9620	234	1.2690	0.4922	1.2690	1.1265
No log	2.9873	236	1.0076	0.5658	1.0076	1.0038
No log	3.0127	238	0.9181	0.6171	0.9181	0.9582
No log	3.0380	240	0.9868	0.6005	0.9868	0.9934
No log	3.0633	242	1.1969	0.5399	1.1969	1.0940
No log	3.0886	244	1.2279	0.5357	1.2279	1.1081
No log	3.1139	246	1.1096	0.5828	1.1096	1.0534
No log	3.1392	248	1.0737	0.5995	1.0737	1.0362
No log	3.1646	250	0.9506	0.6199	0.9506	0.9750
No log	3.1899	252	1.0355	0.6038	1.0355	1.0176
No log	3.2152	254	1.1772	0.5754	1.1772	1.0850
No log	3.2405	256	1.0465	0.6150	1.0465	1.0230
No log	3.2658	258	0.8451	0.6579	0.8451	0.9193
No log	3.2911	260	0.8116	0.6436	0.8116	0.9009
No log	3.3165	262	0.9084	0.6569	0.9084	0.9531
No log	3.3418	264	1.0498	0.6252	1.0498	1.0246
No log	3.3671	266	1.2508	0.5737	1.2508	1.1184
No log	3.3924	268	1.2800	0.5730	1.2800	1.1314
No log	3.4177	270	1.1034	0.6036	1.1034	1.0504
No log	3.4430	272	0.9591	0.6133	0.9591	0.9793
No log	3.4684	274	1.0236	0.6229	1.0236	1.0117
No log	3.4937	276	1.2225	0.5517	1.2225	1.1057
No log	3.5190	278	1.2950	0.5664	1.2950	1.1380
No log	3.5443	280	1.1376	0.5919	1.1376	1.0666
No log	3.5696	282	1.0142	0.6277	1.0142	1.0071
No log	3.5949	284	0.9359	0.6575	0.9359	0.9674
No log	3.6203	286	1.0051	0.6077	1.0051	1.0025
No log	3.6456	288	1.1489	0.5763	1.1489	1.0718
No log	3.6709	290	1.1299	0.5774	1.1299	1.0630
No log	3.6962	292	0.9922	0.6213	0.9922	0.9961
No log	3.7215	294	0.9655	0.6213	0.9655	0.9826
No log	3.7468	296	1.0023	0.6173	1.0023	1.0012
No log	3.7722	298	1.1459	0.5945	1.1459	1.0705
No log	3.7975	300	1.4491	0.5467	1.4491	1.2038
No log	3.8228	302	1.5392	0.5243	1.5392	1.2406
No log	3.8481	304	1.3654	0.5462	1.3654	1.1685
No log	3.8734	306	1.0326	0.6141	1.0326	1.0162
No log	3.8987	308	0.9040	0.6469	0.9040	0.9508
No log	3.9241	310	0.9107	0.6399	0.9107	0.9543
No log	3.9494	312	1.0366	0.5949	1.0366	1.0182
No log	3.9747	314	1.1140	0.5732	1.1140	1.0555
No log	4.0	316	1.3069	0.5578	1.3069	1.1432
No log	4.0253	318	1.3562	0.5636	1.3562	1.1646
No log	4.0506	320	1.2451	0.5643	1.2451	1.1159
No log	4.0759	322	1.0448	0.5975	1.0448	1.0222
No log	4.1013	324	0.9924	0.6060	0.9924	0.9962
No log	4.1266	326	1.0181	0.5975	1.0181	1.0090
No log	4.1519	328	1.1662	0.5935	1.1662	1.0799
No log	4.1772	330	1.2812	0.5821	1.2812	1.1319
No log	4.2025	332	1.2157	0.6040	1.2157	1.1026
No log	4.2278	334	1.1454	0.6199	1.1454	1.0702
No log	4.2532	336	1.0792	0.6342	1.0792	1.0388
No log	4.2785	338	1.0593	0.6311	1.0593	1.0292
No log	4.3038	340	1.0594	0.6342	1.0594	1.0293
No log	4.3291	342	1.0983	0.6263	1.0983	1.0480
No log	4.3544	344	1.1217	0.6354	1.1217	1.0591
No log	4.3797	346	0.9551	0.6376	0.9551	0.9773
No log	4.4051	348	0.8927	0.6331	0.8927	0.9448
No log	4.4304	350	0.9202	0.6337	0.9202	0.9593
No log	4.4557	352	0.9640	0.6396	0.9640	0.9818
No log	4.4810	354	1.0364	0.6117	1.0364	1.0180
No log	4.5063	356	1.0532	0.6117	1.0532	1.0263
No log	4.5316	358	0.9860	0.5976	0.9860	0.9930
No log	4.5570	360	0.8845	0.6218	0.8845	0.9405
No log	4.5823	362	0.8848	0.6148	0.8848	0.9406
No log	4.6076	364	0.8518	0.6106	0.8518	0.9230
No log	4.6329	366	0.9051	0.5926	0.9051	0.9513
No log	4.6582	368	1.0135	0.6013	1.0135	1.0067
No log	4.6835	370	1.1903	0.5735	1.1903	1.0910
No log	4.7089	372	1.2772	0.5815	1.2772	1.1301
No log	4.7342	374	1.2132	0.5635	1.2132	1.1015
No log	4.7595	376	1.0364	0.5949	1.0364	1.0180
No log	4.7848	378	0.9335	0.6055	0.9335	0.9662
No log	4.8101	380	0.8950	0.6062	0.8950	0.9461
No log	4.8354	382	0.9670	0.5845	0.9670	0.9834
No log	4.8608	384	1.0996	0.5761	1.0996	1.0486
No log	4.8861	386	1.2431	0.5297	1.2431	1.1150
No log	4.9114	388	1.2395	0.5297	1.2395	1.1133
No log	4.9367	390	1.2125	0.5339	1.2125	1.1011
No log	4.9620	392	1.1058	0.5704	1.1058	1.0516
No log	4.9873	394	1.1222	0.5747	1.1222	1.0593
No log	5.0127	396	1.1684	0.5749	1.1684	1.0809
No log	5.0380	398	1.2568	0.5593	1.2568	1.1211
No log	5.0633	400	1.2865	0.5475	1.2865	1.1342
No log	5.0886	402	1.2584	0.5775	1.2584	1.1218
No log	5.1139	404	1.2450	0.5669	1.2450	1.1158
No log	5.1392	406	1.1878	0.5630	1.1878	1.0899
No log	5.1646	408	1.1539	0.5534	1.1539	1.0742
No log	5.1899	410	1.1203	0.5729	1.1203	1.0584
No log	5.2152	412	1.0573	0.5657	1.0573	1.0283
No log	5.2405	414	1.1076	0.5661	1.1076	1.0524
No log	5.2658	416	1.2421	0.5487	1.2421	1.1145
No log	5.2911	418	1.3021	0.5606	1.3021	1.1411
No log	5.3165	420	1.3044	0.5644	1.3044	1.1421
No log	5.3418	422	1.2792	0.5652	1.2792	1.1310
No log	5.3671	424	1.1405	0.5615	1.1405	1.0679
No log	5.3924	426	0.9977	0.5973	0.9977	0.9989
No log	5.4177	428	0.9816	0.6076	0.9816	0.9908
No log	5.4430	430	1.0987	0.5543	1.0987	1.0482
No log	5.4684	432	1.1907	0.5558	1.1907	1.0912
No log	5.4937	434	1.2866	0.5623	1.2866	1.1343
No log	5.5190	436	1.2349	0.5541	1.2349	1.1113
No log	5.5443	438	1.2155	0.5647	1.2155	1.1025
No log	5.5696	440	1.1808	0.5581	1.1808	1.0867
No log	5.5949	442	1.0956	0.5791	1.0956	1.0467
No log	5.6203	444	1.0521	0.5929	1.0521	1.0257
No log	5.6456	446	1.0816	0.5791	1.0816	1.0400
No log	5.6709	448	1.0342	0.5812	1.0342	1.0169
No log	5.6962	450	1.0057	0.6024	1.0057	1.0029
No log	5.7215	452	1.0276	0.5767	1.0276	1.0137
No log	5.7468	454	1.0063	0.6018	1.0063	1.0031
No log	5.7722	456	0.9101	0.6018	0.9101	0.9540
No log	5.7975	458	0.8421	0.6263	0.8421	0.9177
No log	5.8228	460	0.8331	0.6277	0.8331	0.9128
No log	5.8481	462	0.8814	0.6249	0.8814	0.9389
No log	5.8734	464	0.9314	0.6177	0.9314	0.9651
No log	5.8987	466	1.0398	0.6129	1.0398	1.0197
No log	5.9241	468	1.1950	0.5789	1.1950	1.0932
No log	5.9494	470	1.2884	0.5631	1.2884	1.1351
No log	5.9747	472	1.2431	0.5715	1.2431	1.1149
No log	6.0	474	1.1138	0.5940	1.1138	1.0554
No log	6.0253	476	0.9495	0.6059	0.9495	0.9744
No log	6.0506	478	0.8619	0.6462	0.8619	0.9284
No log	6.0759	480	0.8568	0.6462	0.8568	0.9256
No log	6.1013	482	0.9142	0.6237	0.9142	0.9561
No log	6.1266	484	1.0318	0.6215	1.0318	1.0158
No log	6.1519	486	1.2102	0.5744	1.2102	1.1001
No log	6.1772	488	1.3101	0.5623	1.3101	1.1446
No log	6.2025	490	1.2651	0.5609	1.2651	1.1248
No log	6.2278	492	1.1123	0.6073	1.1123	1.0547
No log	6.2532	494	0.9813	0.6163	0.9813	0.9906
No log	6.2785	496	0.9417	0.6350	0.9417	0.9704
No log	6.3038	498	0.9526	0.6336	0.9526	0.9760
0.4938	6.3291	500	1.0405	0.6097	1.0405	1.0201
0.4938	6.3544	502	1.1622	0.5887	1.1622	1.0781
0.4938	6.3797	504	1.2078	0.5612	1.2078	1.0990
0.4938	6.4051	506	1.1509	0.5962	1.1509	1.0728
0.4938	6.4304	508	1.0306	0.6001	1.0306	1.0152
0.4938	6.4557	510	0.9487	0.6264	0.9487	0.9740
0.4938	6.4810	512	0.9330	0.6134	0.9330	0.9659
0.4938	6.5063	514	0.9251	0.6350	0.9251	0.9618
0.4938	6.5316	516	0.9481	0.6129	0.9481	0.9737
0.4938	6.5570	518	1.0426	0.6184	1.0426	1.0211
0.4938	6.5823	520	1.0972	0.6192	1.0972	1.0475
0.4938	6.6076	522	1.1416	0.6011	1.1416	1.0685
0.4938	6.6329	524	1.1963	0.5670	1.1963	1.0938
0.4938	6.6582	526	1.2013	0.5692	1.2013	1.0960
0.4938	6.6835	528	1.1988	0.5670	1.1988	1.0949
0.4938	6.7089	530	1.1661	0.5858	1.1661	1.0799
0.4938	6.7342	532	1.0504	0.6054	1.0504	1.0249
0.4938	6.7595	534	0.9408	0.6024	0.9408	0.9699
0.4938	6.7848	536	0.9247	0.6024	0.9247	0.9616
0.4938	6.8101	538	0.9855	0.6176	0.9855	0.9927
0.4938	6.8354	540	1.0815	0.6114	1.0815	1.0400
0.4938	6.8608	542	1.1516	0.5872	1.1516	1.0731
0.4938	6.8861	544	1.1561	0.5942	1.1561	1.0752
0.4938	6.9114	546	1.1583	0.5942	1.1583	1.0762
0.4938	6.9367	548	1.1252	0.6126	1.1252	1.0607
0.4938	6.9620	550	1.1436	0.6126	1.1436	1.0694
0.4938	6.9873	552	1.1503	0.5961	1.1503	1.0725
0.4938	7.0127	554	1.1166	0.6066	1.1166	1.0567
0.4938	7.0380	556	1.1118	0.6031	1.1118	1.0544
0.4938	7.0633	558	1.0818	0.5938	1.0818	1.0401
0.4938	7.0886	560	1.0809	0.5865	1.0809	1.0397
0.4938	7.1139	562	1.0437	0.5952	1.0437	1.0216
0.4938	7.1392	564	0.9823	0.6104	0.9823	0.9911
0.4938	7.1646	566	0.9357	0.6167	0.9357	0.9673
0.4938	7.1899	568	0.8963	0.6204	0.8963	0.9467
0.4938	7.2152	570	0.9105	0.6286	0.9105	0.9542
0.4938	7.2405	572	0.9375	0.6172	0.9375	0.9682
0.4938	7.2658	574	0.9924	0.6084	0.9924	0.9962
0.4938	7.2911	576	1.0453	0.6026	1.0453	1.0224
0.4938	7.3165	578	1.0245	0.6008	1.0245	1.0122
0.4938	7.3418	580	0.9861	0.6060	0.9861	0.9930
0.4938	7.3671	582	0.9859	0.6076	0.9859	0.9929
0.4938	7.3924	584	1.0206	0.5907	1.0206	1.0102
0.4938	7.4177	586	1.0482	0.5907	1.0482	1.0238
0.4938	7.4430	588	1.0913	0.5855	1.0913	1.0446
0.4938	7.4684	590	1.1305	0.5845	1.1305	1.0633
0.4938	7.4937	592	1.1704	0.5425	1.1704	1.0819
0.4938	7.5190	594	1.1482	0.5458	1.1482	1.0715
0.4938	7.5443	596	1.1121	0.5576	1.1121	1.0546
0.4938	7.5696	598	1.0660	0.5610	1.0660	1.0325
0.4938	7.5949	600	1.0061	0.5667	1.0061	1.0030
0.4938	7.6203	602	0.9897	0.5844	0.9897	0.9948
0.4938	7.6456	604	1.0018	0.5941	1.0018	1.0009
0.4938	7.6709	606	1.0492	0.5783	1.0492	1.0243
0.4938	7.6962	608	1.0833	0.5783	1.0833	1.0408
0.4938	7.7215	610	1.0981	0.5681	1.0981	1.0479
0.4938	7.7468	612	1.0957	0.5616	1.0957	1.0468
0.4938	7.7722	614	1.0597	0.5634	1.0597	1.0294
0.4938	7.7975	616	1.0206	0.5730	1.0206	1.0102
0.4938	7.8228	618	0.9889	0.5750	0.9889	0.9944
0.4938	7.8481	620	0.9735	0.5869	0.9735	0.9867
0.4938	7.8734	622	0.9848	0.5935	0.9848	0.9924
0.4938	7.8987	624	1.0295	0.5848	1.0295	1.0146
0.4938	7.9241	626	1.0391	0.5848	1.0391	1.0193
0.4938	7.9494	628	1.0399	0.5848	1.0399	1.0198
0.4938	7.9747	630	1.0383	0.5887	1.0383	1.0190
0.4938	8.0	632	1.0762	0.5824	1.0762	1.0374
0.4938	8.0253	634	1.0956	0.5802	1.0956	1.0467
0.4938	8.0506	636	1.0749	0.5873	1.0749	1.0368
0.4938	8.0759	638	1.0282	0.6092	1.0282	1.0140
0.4938	8.1013	640	0.9727	0.6092	0.9727	0.9862
0.4938	8.1266	642	0.9601	0.6104	0.9601	0.9799
0.4938	8.1519	644	0.9549	0.6104	0.9549	0.9772
0.4938	8.1772	646	0.9868	0.6025	0.9868	0.9934
0.4938	8.2025	648	1.0353	0.5814	1.0353	1.0175
0.4938	8.2278	650	1.0423	0.5848	1.0423	1.0209
0.4938	8.2532	652	1.0124	0.5935	1.0124	1.0062
0.4938	8.2785	654	0.9602	0.5903	0.9602	0.9799
0.4938	8.3038	656	0.9351	0.5915	0.9351	0.9670
0.4938	8.3291	658	0.9406	0.5915	0.9406	0.9698
0.4938	8.3544	660	0.9809	0.6024	0.9809	0.9904
0.4938	8.3797	662	1.0093	0.5935	1.0093	1.0046
0.4938	8.4051	664	1.0272	0.5935	1.0272	1.0135
0.4938	8.4304	666	1.0041	0.6046	1.0041	1.0020
0.4938	8.4557	668	0.9765	0.6013	0.9765	0.9882
0.4938	8.4810	670	0.9608	0.6184	0.9608	0.9802
0.4938	8.5063	672	0.9827	0.6013	0.9827	0.9913
0.4938	8.5316	674	0.9962	0.6046	0.9962	0.9981
0.4938	8.5570	676	1.0102	0.5974	1.0102	1.0051
0.4938	8.5823	678	1.0086	0.5974	1.0086	1.0043
0.4938	8.6076	680	0.9973	0.6046	0.9973	0.9986
0.4938	8.6329	682	1.0028	0.6046	1.0028	1.0014
0.4938	8.6582	684	0.9765	0.6046	0.9765	0.9882
0.4938	8.6835	686	0.9544	0.6013	0.9544	0.9769
0.4938	8.7089	688	0.9567	0.6046	0.9567	0.9781
0.4938	8.7342	690	0.9557	0.6046	0.9557	0.9776
0.4938	8.7595	692	0.9548	0.5952	0.9548	0.9771
0.4938	8.7848	694	0.9649	0.6046	0.9649	0.9823
0.4938	8.8101	696	0.9663	0.6046	0.9663	0.9830
0.4938	8.8354	698	0.9682	0.6046	0.9682	0.9840
0.4938	8.8608	700	0.9646	0.6046	0.9646	0.9821
0.4938	8.8861	702	0.9648	0.6046	0.9648	0.9822
0.4938	8.9114	704	0.9727	0.6046	0.9727	0.9863
0.4938	8.9367	706	0.9687	0.6046	0.9687	0.9842
0.4938	8.9620	708	0.9505	0.6046	0.9505	0.9749
0.4938	8.9873	710	0.9317	0.6125	0.9317	0.9653
0.4938	9.0127	712	0.9199	0.6164	0.9199	0.9591
0.4938	9.0380	714	0.9200	0.6116	0.9200	0.9592
0.4938	9.0633	716	0.9263	0.6026	0.9263	0.9624
0.4938	9.0886	718	0.9473	0.6218	0.9473	0.9733
0.4938	9.1139	720	0.9797	0.6046	0.9797	0.9898
0.4938	9.1392	722	1.0173	0.5932	1.0173	1.0086
0.4938	9.1646	724	1.0411	0.5932	1.0411	1.0204
0.4938	9.1899	726	1.0706	0.5881	1.0706	1.0347
0.4938	9.2152	728	1.0792	0.5795	1.0792	1.0388
0.4938	9.2405	730	1.0712	0.5881	1.0712	1.0350
0.4938	9.2658	732	1.0471	0.5966	1.0471	1.0233
0.4938	9.2911	734	1.0331	0.5966	1.0331	1.0164
0.4938	9.3165	736	1.0228	0.5966	1.0228	1.0113
0.4938	9.3418	738	1.0055	0.5932	1.0055	1.0028
0.4938	9.3671	740	0.9809	0.5932	0.9809	0.9904
0.4938	9.3924	742	0.9636	0.6092	0.9636	0.9816
0.4938	9.4177	744	0.9628	0.6092	0.9628	0.9812
0.4938	9.4430	746	0.9682	0.6092	0.9682	0.9840
0.4938	9.4684	748	0.9741	0.6092	0.9741	0.9869
0.4938	9.4937	750	0.9818	0.6005	0.9818	0.9908
0.4938	9.5190	752	0.9946	0.6005	0.9946	0.9973
0.4938	9.5443	754	1.0052	0.5932	1.0052	1.0026
0.4938	9.5696	756	1.0086	0.5932	1.0086	1.0043
0.4938	9.5949	758	1.0050	0.6005	1.0050	1.0025
0.4938	9.6203	760	1.0071	0.6005	1.0071	1.0036
0.4938	9.6456	762	1.0129	0.6005	1.0129	1.0064
0.4938	9.6709	764	1.0210	0.5932	1.0210	1.0104
0.4938	9.6962	766	1.0257	0.5932	1.0257	1.0128
0.4938	9.7215	768	1.0324	0.5932	1.0324	1.0161
0.4938	9.7468	770	1.0370	0.5932	1.0370	1.0183
0.4938	9.7722	772	1.0411	0.5932	1.0411	1.0203
0.4938	9.7975	774	1.0407	0.5932	1.0407	1.0201
0.4938	9.8228	776	1.0393	0.5932	1.0393	1.0195
0.4938	9.8481	778	1.0354	0.5932	1.0354	1.0175
0.4938	9.8734	780	1.0328	0.5932	1.0328	1.0163
0.4938	9.8987	782	1.0334	0.5932	1.0334	1.0165
0.4938	9.9241	784	1.0353	0.5932	1.0353	1.0175
0.4938	9.9494	786	1.0359	0.5932	1.0359	1.0178
0.4938	9.9747	788	1.0365	0.5932	1.0365	1.0181
0.4938	10.0	790	1.0369	0.5932	1.0369	1.0183

Framework versions

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