arabert_augWithOrig_disEqu_k10_organization_task3_fold0

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: 1.5795
• Qwk: -0.1635
• Mse: 1.5795
• Rmse: 1.2568

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	0.0247	2	6.0162	0.0	6.0162	2.4528
No log	0.0494	4	3.2107	0.0	3.2107	1.7918
No log	0.0741	6	1.7577	-0.0577	1.7577	1.3258
No log	0.0988	8	1.6111	-0.0577	1.6111	1.2693
No log	0.1235	10	1.1813	0.0	1.1813	1.0869
No log	0.1481	12	2.0510	-0.0616	2.0510	1.4321
No log	0.1728	14	2.1380	-0.0536	2.1380	1.4622
No log	0.1975	16	1.1621	0.0	1.1621	1.0780
No log	0.2222	18	0.9163	0.0	0.9163	0.9573
No log	0.2469	20	0.9311	0.0	0.9311	0.9649
No log	0.2716	22	1.1679	0.0	1.1679	1.0807
No log	0.2963	24	1.8104	-0.1095	1.8104	1.3455
No log	0.3210	26	1.0854	0.0	1.0854	1.0418
No log	0.3457	28	0.8471	-0.1786	0.8471	0.9204
No log	0.3704	30	0.9226	0.0	0.9226	0.9605
No log	0.3951	32	1.3050	0.0	1.3050	1.1424
No log	0.4198	34	1.4358	0.0	1.4358	1.1982
No log	0.4444	36	1.0999	0.0	1.0999	1.0487
No log	0.4691	38	0.8524	0.0	0.8524	0.9232
No log	0.4938	40	0.8176	-0.0087	0.8176	0.9042
No log	0.5185	42	0.8948	0.0	0.8948	0.9459
No log	0.5432	44	1.1638	0.0	1.1638	1.0788
No log	0.5679	46	1.0740	0.0	1.0740	1.0364
No log	0.5926	48	0.9275	0.0	0.9275	0.9631
No log	0.6173	50	0.9207	0.0	0.9207	0.9595
No log	0.6420	52	1.0399	0.0	1.0399	1.0198
No log	0.6667	54	1.3153	0.0	1.3153	1.1469
No log	0.6914	56	1.2518	0.0	1.2518	1.1188
No log	0.7160	58	1.0039	0.0	1.0039	1.0019
No log	0.7407	60	0.9068	0.0	0.9068	0.9522
No log	0.7654	62	0.8909	0.0	0.8909	0.9439
No log	0.7901	64	0.9767	0.0	0.9767	0.9883
No log	0.8148	66	1.3968	0.0	1.3968	1.1819
No log	0.8395	68	1.6892	0.0	1.6892	1.2997
No log	0.8642	70	1.4912	0.0	1.4912	1.2211
No log	0.8889	72	1.2490	0.0	1.2490	1.1176
No log	0.9136	74	1.0138	0.0	1.0138	1.0069
No log	0.9383	76	1.0107	0.0	1.0107	1.0053
No log	0.9630	78	1.1677	0.0	1.1677	1.0806
No log	0.9877	80	1.0014	0.0	1.0014	1.0007
No log	1.0123	82	0.8463	0.0	0.8463	0.9199
No log	1.0370	84	0.9506	0.0	0.9506	0.9750
No log	1.0617	86	1.0250	0.0	1.0250	1.0124
No log	1.0864	88	1.0575	0.0	1.0575	1.0284
No log	1.1111	90	1.1793	0.0	1.1793	1.0859
No log	1.1358	92	1.0743	0.0	1.0743	1.0365
No log	1.1605	94	0.8730	0.0	0.8730	0.9344
No log	1.1852	96	0.8022	0.1872	0.8022	0.8957
No log	1.2099	98	0.7811	0.0	0.7811	0.8838
No log	1.2346	100	0.7817	0.1872	0.7817	0.8842
No log	1.2593	102	0.9218	0.0	0.9218	0.9601
No log	1.2840	104	1.1236	0.0	1.1236	1.0600
No log	1.3086	106	1.4019	0.0	1.4019	1.1840
No log	1.3333	108	1.4576	0.0	1.4576	1.2073
No log	1.3580	110	1.2178	0.0	1.2178	1.1035
No log	1.3827	112	0.8717	0.0	0.8717	0.9336
No log	1.4074	114	0.8278	0.0873	0.8278	0.9098
No log	1.4321	116	0.7520	0.0610	0.7520	0.8672
No log	1.4568	118	0.7343	0.3623	0.7343	0.8569
No log	1.4815	120	0.7471	0.0610	0.7471	0.8644
No log	1.5062	122	0.7651	0.0678	0.7651	0.8747
No log	1.5309	124	0.7268	0.3623	0.7268	0.8525
No log	1.5556	126	0.7844	0.0	0.7844	0.8857
No log	1.5802	128	0.7395	0.384	0.7395	0.8599
No log	1.6049	130	0.9781	0.0	0.9781	0.9890
No log	1.6296	132	1.0533	0.0	1.0533	1.0263
No log	1.6543	134	1.0463	0.0	1.0463	1.0229
No log	1.6790	136	0.7576	0.2143	0.7576	0.8704
No log	1.7037	138	0.6131	0.3444	0.6131	0.7830
No log	1.7284	140	0.7235	0.3164	0.7235	0.8506
No log	1.7531	142	0.7370	0.3164	0.7370	0.8585
No log	1.7778	144	0.7450	0.3444	0.7450	0.8632
No log	1.8025	146	0.9427	0.2143	0.9427	0.9709
No log	1.8272	148	1.2353	0.0	1.2353	1.1114
No log	1.8519	150	1.2863	0.0	1.2863	1.1341
No log	1.8765	152	1.1618	0.0	1.1618	1.0779
No log	1.9012	154	0.9761	0.0	0.9761	0.9880
No log	1.9259	156	0.8555	0.2143	0.8555	0.9249
No log	1.9506	158	0.7217	0.2143	0.7217	0.8495
No log	1.9753	160	0.6377	0.3623	0.6377	0.7985
No log	2.0	162	0.6312	0.4277	0.6312	0.7945
No log	2.0247	164	0.6154	0.3623	0.6154	0.7844
No log	2.0494	166	0.6939	0.2143	0.6939	0.8330
No log	2.0741	168	0.8531	0.0	0.8531	0.9236
No log	2.0988	170	0.9055	0.0	0.9055	0.9516
No log	2.1235	172	0.8053	0.0	0.8053	0.8974
No log	2.1481	174	0.7704	0.2143	0.7704	0.8777
No log	2.1728	176	0.7317	0.0435	0.7317	0.8554
No log	2.1975	178	0.7518	0.0737	0.7518	0.8670
No log	2.2222	180	0.8649	0.0788	0.8649	0.9300
No log	2.2469	182	0.7436	0.0737	0.7436	0.8623
No log	2.2716	184	0.6970	0.3623	0.6970	0.8349
No log	2.2963	186	0.7708	0.2143	0.7708	0.8780
No log	2.3210	188	0.9212	0.2143	0.9212	0.9598
No log	2.3457	190	1.0023	0.0	1.0023	1.0012
No log	2.3704	192	1.0722	-0.0185	1.0722	1.0355
No log	2.3951	194	0.9515	0.3433	0.9515	0.9754
No log	2.4198	196	0.9544	0.3433	0.9544	0.9769
No log	2.4444	198	0.9546	0.0375	0.9546	0.9770
No log	2.4691	200	0.9384	0.0530	0.9384	0.9687
No log	2.4938	202	1.0196	0.2568	1.0196	1.0098
No log	2.5185	204	1.1970	0.1037	1.1970	1.0941
No log	2.5432	206	1.2446	0.1037	1.2446	1.1156
No log	2.5679	208	0.9313	0.1538	0.9313	0.9650
No log	2.5926	210	0.7370	0.3293	0.7370	0.8585
No log	2.6173	212	0.6968	0.3293	0.6968	0.8347
No log	2.6420	214	0.7964	0.3231	0.7964	0.8924
No log	2.6667	216	1.0914	0.1270	1.0914	1.0447
No log	2.6914	218	1.0451	0.1538	1.0451	1.0223
No log	2.7160	220	0.7911	0.2143	0.7911	0.8894
No log	2.7407	222	0.6927	0.0678	0.6927	0.8323
No log	2.7654	224	0.9014	0.1689	0.9014	0.9494
No log	2.7901	226	0.9172	0.2385	0.9172	0.9577
No log	2.8148	228	0.7451	0.0530	0.7451	0.8632
No log	2.8395	230	0.8284	0.2143	0.8284	0.9102
No log	2.8642	232	0.8901	0.2143	0.8901	0.9435
No log	2.8889	234	1.0301	0.2143	1.0301	1.0149
No log	2.9136	236	1.0691	0.0	1.0691	1.0340
No log	2.9383	238	0.9525	0.2143	0.9525	0.9759
No log	2.9630	240	0.9339	0.0530	0.9339	0.9664
No log	2.9877	242	0.9920	0.0530	0.9920	0.9960
No log	3.0123	244	1.0601	0.0530	1.0601	1.0296
No log	3.0370	246	1.1901	-0.1608	1.1901	1.0909
No log	3.0617	248	1.2690	-0.1608	1.2690	1.1265
No log	3.0864	250	1.3105	-0.0645	1.3105	1.1448
No log	3.1111	252	1.3127	0.1538	1.3127	1.1457
No log	3.1358	254	1.4201	-0.1871	1.4201	1.1917
No log	3.1605	256	1.3724	-0.1846	1.3724	1.1715
No log	3.1852	258	1.1688	-0.3636	1.1688	1.0811
No log	3.2099	260	1.0734	0.0272	1.0734	1.0360
No log	3.2346	262	1.0903	0.0610	1.0903	1.0442
No log	3.2593	264	1.3285	0.0692	1.3285	1.1526
No log	3.2840	266	1.4927	-0.0073	1.4927	1.2218
No log	3.3086	268	1.2974	-0.1000	1.2974	1.1391
No log	3.3333	270	1.1171	0.0660	1.1171	1.0569
No log	3.3580	272	1.0075	0.1750	1.0075	1.0038
No log	3.3827	274	0.9496	0.1769	0.9496	0.9745
No log	3.4074	276	0.9207	0.1769	0.9207	0.9595
No log	3.4321	278	0.8998	0.1750	0.8998	0.9486
No log	3.4568	280	0.9242	0.0530	0.9242	0.9613
No log	3.4815	282	1.0493	0.0530	1.0493	1.0243
No log	3.5062	284	1.2654	-0.0073	1.2654	1.1249
No log	3.5309	286	1.3856	-0.1000	1.3856	1.1771
No log	3.5556	288	1.2615	-0.1828	1.2615	1.1232
No log	3.5802	290	1.1387	0.0149	1.1387	1.0671
No log	3.6049	292	1.1350	0.0149	1.1350	1.0654
No log	3.6296	294	1.1162	0.3636	1.1162	1.0565
No log	3.6543	296	1.0838	0.0149	1.0838	1.0411
No log	3.6790	298	1.0695	0.0149	1.0695	1.0341
No log	3.7037	300	1.0193	-0.1224	1.0193	1.0096
No log	3.7284	302	0.9645	-0.0732	0.9645	0.9821
No log	3.7531	304	1.0109	0.0737	1.0109	1.0054
No log	3.7778	306	1.1089	0.0788	1.1089	1.0531
No log	3.8025	308	1.2173	0.0788	1.2173	1.1033
No log	3.8272	310	1.1589	0.0737	1.1589	1.0765
No log	3.8519	312	1.0899	0.0737	1.0899	1.0440
No log	3.8765	314	1.1051	0.0462	1.1051	1.0512
No log	3.9012	316	1.1232	-0.0132	1.1232	1.0598
No log	3.9259	318	1.0903	-0.0132	1.0903	1.0442
No log	3.9506	320	1.0363	0.1538	1.0363	1.0180
No log	3.9753	322	0.9999	0.1538	0.9999	0.9999
No log	4.0	324	0.9750	0.1538	0.9750	0.9874
No log	4.0247	326	0.9902	0.1538	0.9902	0.9951
No log	4.0494	328	0.9948	0.1538	0.9948	0.9974
No log	4.0741	330	1.0076	0.1538	1.0076	1.0038
No log	4.0988	332	0.9952	0.1538	0.9952	0.9976
No log	4.1235	334	1.0090	0.1391	1.0090	1.0045
No log	4.1481	336	1.0241	0.2396	1.0241	1.0120
No log	4.1728	338	1.0224	0.1538	1.0224	1.0111
No log	4.1975	340	1.0580	0.0	1.0580	1.0286
No log	4.2222	342	1.0538	0.0	1.0538	1.0266
No log	4.2469	344	1.0122	0.1538	1.0122	1.0061
No log	4.2716	346	0.9859	0.1538	0.9859	0.9929
No log	4.2963	348	0.9443	0.1538	0.9443	0.9718
No log	4.3210	350	0.9564	0.1538	0.9564	0.9780
No log	4.3457	352	0.9968	0.1538	0.9968	0.9984
No log	4.3704	354	1.0433	0.1538	1.0433	1.0214
No log	4.3951	356	1.0691	0.0410	1.0691	1.0340
No log	4.4198	358	1.1183	-0.0565	1.1183	1.0575
No log	4.4444	360	1.2625	0.0648	1.2625	1.1236
No log	4.4691	362	1.3374	0.0692	1.3374	1.1564
No log	4.4938	364	1.2301	0.0648	1.2301	1.1091
No log	4.5185	366	1.1399	-0.0565	1.1399	1.0676
No log	4.5432	368	1.1568	0.0410	1.1568	1.0755
No log	4.5679	370	1.1923	0.1538	1.1923	1.0919
No log	4.5926	372	1.2602	0.1538	1.2602	1.1226
No log	4.6173	374	1.3175	0.1538	1.3175	1.1478
No log	4.6420	376	1.3956	0.1283	1.3956	1.1813
No log	4.6667	378	1.3453	0.1382	1.3453	1.1599
No log	4.6914	380	1.3149	0.0237	1.3149	1.1467
No log	4.7160	382	1.2535	0.0237	1.2535	1.1196
No log	4.7407	384	1.2258	0.0237	1.2258	1.1072
No log	4.7654	386	1.2134	-0.0645	1.2134	1.1016
No log	4.7901	388	1.2819	-0.0421	1.2819	1.1322
No log	4.8148	390	1.3943	0.0	1.3943	1.1808
No log	4.8395	392	1.3048	-0.0267	1.3048	1.1423
No log	4.8642	394	1.2818	-0.0421	1.2818	1.1322
No log	4.8889	396	1.2236	-0.0421	1.2236	1.1062
No log	4.9136	398	1.2294	-0.0421	1.2294	1.1088
No log	4.9383	400	1.2254	-0.2073	1.2254	1.1070
No log	4.9630	402	1.2529	-0.2073	1.2529	1.1193
No log	4.9877	404	1.3532	-0.2073	1.3532	1.1633
No log	5.0123	406	1.4669	-0.1415	1.4669	1.2111
No log	5.0370	408	1.6988	-0.1685	1.6988	1.3034
No log	5.0617	410	2.0232	-0.0583	2.0232	1.4224
No log	5.0864	412	2.2280	-0.1000	2.2280	1.4927
No log	5.1111	414	2.1314	-0.1085	2.1314	1.4599
No log	5.1358	416	1.9490	-0.2915	1.9490	1.3961
No log	5.1605	418	1.8846	-0.1863	1.8846	1.3728
No log	5.1852	420	1.8913	-0.2094	1.8913	1.3753
No log	5.2099	422	1.8751	-0.2094	1.8751	1.3693
No log	5.2346	424	1.8623	-0.1863	1.8623	1.3647
No log	5.2593	426	1.8945	-0.3011	1.8945	1.3764
No log	5.2840	428	1.9239	-0.2714	1.9239	1.3871
No log	5.3086	430	1.9440	-0.1415	1.9440	1.3943
No log	5.3333	432	1.9150	-0.1415	1.9150	1.3838
No log	5.3580	434	1.8267	-0.2714	1.8267	1.3516
No log	5.3827	436	1.7184	-0.3011	1.7184	1.3109
No log	5.4074	438	1.6146	-0.3297	1.6146	1.2707
No log	5.4321	440	1.5329	-0.3297	1.5329	1.2381
No log	5.4568	442	1.4887	-0.2974	1.4887	1.2201
No log	5.4815	444	1.5035	-0.1415	1.5035	1.2262
No log	5.5062	446	1.6043	-0.1244	1.6043	1.2666
No log	5.5309	448	1.6557	-0.1244	1.6557	1.2867
No log	5.5556	450	1.6574	-0.1415	1.6574	1.2874
No log	5.5802	452	1.6402	-0.1448	1.6402	1.2807
No log	5.6049	454	1.6227	-0.0522	1.6227	1.2739
No log	5.6296	456	1.5838	-0.0522	1.5838	1.2585
No log	5.6543	458	1.4922	-0.1659	1.4922	1.2216
No log	5.6790	460	1.4100	-0.1415	1.4100	1.1874
No log	5.7037	462	1.4030	-0.1415	1.4030	1.1845
No log	5.7284	464	1.3779	-0.1415	1.3779	1.1738
No log	5.7531	466	1.3511	-0.1415	1.3511	1.1624
No log	5.7778	468	1.3615	-0.1415	1.3615	1.1668
No log	5.8025	470	1.3824	-0.1415	1.3824	1.1757
No log	5.8272	472	1.4170	-0.1415	1.4170	1.1904
No log	5.8519	474	1.5010	-0.2692	1.5010	1.2251
No log	5.8765	476	1.5774	-0.1863	1.5774	1.2559
No log	5.9012	478	1.6133	-0.2974	1.6133	1.2702
No log	5.9259	480	1.6013	-0.2692	1.6013	1.2654
No log	5.9506	482	1.5778	-0.1415	1.5778	1.2561
No log	5.9753	484	1.5674	-0.1415	1.5674	1.2520
No log	6.0	486	1.5982	-0.1415	1.5982	1.2642
No log	6.0247	488	1.6231	-0.1415	1.6231	1.2740
No log	6.0494	490	1.6231	-0.1415	1.6231	1.2740
No log	6.0741	492	1.6692	-0.1415	1.6692	1.2920
No log	6.0988	494	1.6669	-0.1244	1.6669	1.2911
No log	6.1235	496	1.6401	-0.1244	1.6401	1.2807
No log	6.1481	498	1.6431	-0.1244	1.6431	1.2818
0.8822	6.1728	500	1.6441	-0.1244	1.6441	1.2822
0.8822	6.1975	502	1.6275	-0.1448	1.6275	1.2757
0.8822	6.2222	504	1.6091	-0.0522	1.6091	1.2685
0.8822	6.2469	506	1.6211	-0.0645	1.6211	1.2732
0.8822	6.2716	508	1.6513	-0.0645	1.6513	1.2850
0.8822	6.2963	510	1.6846	-0.0522	1.6846	1.2979
0.8822	6.3210	512	1.7305	-0.1448	1.7305	1.3155
0.8822	6.3457	514	1.8432	-0.1448	1.8432	1.3576
0.8822	6.3704	516	1.9042	-0.1244	1.9042	1.3799
0.8822	6.3951	518	1.9165	-0.1244	1.9165	1.3844
0.8822	6.4198	520	1.9534	-0.2692	1.9534	1.3976
0.8822	6.4444	522	1.8688	-0.1282	1.8688	1.3670
0.8822	6.4691	524	1.7338	-0.1448	1.7338	1.3167
0.8822	6.4938	526	1.6193	-0.1635	1.6193	1.2725
0.8822	6.5185	528	1.5460	-0.1635	1.5460	1.2434
0.8822	6.5432	530	1.4796	-0.1635	1.4796	1.2164
0.8822	6.5679	532	1.4136	-0.1635	1.4136	1.1889
0.8822	6.5926	534	1.3692	-0.1244	1.3692	1.1701
0.8822	6.6173	536	1.3631	-0.1244	1.3631	1.1675
0.8822	6.6420	538	1.3484	-0.1244	1.3484	1.1612
0.8822	6.6667	540	1.3388	-0.1244	1.3388	1.1571
0.8822	6.6914	542	1.3580	-0.1415	1.3580	1.1653
0.8822	6.7160	544	1.3851	-0.1448	1.3851	1.1769
0.8822	6.7407	546	1.4446	-0.1448	1.4446	1.2019
0.8822	6.7654	548	1.5918	-0.1448	1.5918	1.2617
0.8822	6.7901	550	1.6957	-0.1448	1.6957	1.3022
0.8822	6.8148	552	1.7632	-0.1448	1.7632	1.3279
0.8822	6.8395	554	1.7973	-0.0645	1.7973	1.3406
0.8822	6.8642	556	1.8476	-0.0645	1.8476	1.3593
0.8822	6.8889	558	1.8932	-0.0645	1.8932	1.3759
0.8822	6.9136	560	1.9027	-0.0645	1.9027	1.3794
0.8822	6.9383	562	1.9055	-0.0577	1.9055	1.3804
0.8822	6.9630	564	1.8888	-0.1415	1.8888	1.3743
0.8822	6.9877	566	1.8926	-0.1415	1.8926	1.3757
0.8822	7.0123	568	1.8965	-0.1244	1.8965	1.3771
0.8822	7.0370	570	1.8820	-0.1244	1.8820	1.3719
0.8822	7.0617	572	1.8252	-0.1608	1.8252	1.3510
0.8822	7.0864	574	1.7775	-0.1635	1.7775	1.3332
0.8822	7.1111	576	1.7501	-0.1635	1.7501	1.3229
0.8822	7.1358	578	1.7222	-0.1608	1.7222	1.3123
0.8822	7.1605	580	1.7403	-0.1244	1.7403	1.3192
0.8822	7.1852	582	1.7859	-0.1244	1.7859	1.3364
0.8822	7.2099	584	1.8094	-0.1244	1.8094	1.3452
0.8822	7.2346	586	1.7694	-0.1244	1.7694	1.3302
0.8822	7.2593	588	1.6966	-0.1244	1.6966	1.3025
0.8822	7.2840	590	1.6381	-0.1244	1.6381	1.2799
0.8822	7.3086	592	1.5683	-0.1635	1.5683	1.2523
0.8822	7.3333	594	1.5029	-0.0645	1.5029	1.2259
0.8822	7.3580	596	1.4628	-0.0645	1.4628	1.2095
0.8822	7.3827	598	1.4160	-0.1635	1.4160	1.1900
0.8822	7.4074	600	1.3913	-0.1635	1.3913	1.1795
0.8822	7.4321	602	1.3832	-0.1635	1.3832	1.1761
0.8822	7.4568	604	1.3816	-0.1635	1.3816	1.1754
0.8822	7.4815	606	1.3961	-0.1448	1.3961	1.1816
0.8822	7.5062	608	1.4240	-0.1244	1.4240	1.1933
0.8822	7.5309	610	1.4761	-0.1244	1.4761	1.2150
0.8822	7.5556	612	1.5202	-0.1244	1.5202	1.2330
0.8822	7.5802	614	1.5386	-0.1244	1.5386	1.2404
0.8822	7.6049	616	1.5316	-0.1244	1.5316	1.2376
0.8822	7.6296	618	1.5125	-0.1415	1.5125	1.2298
0.8822	7.6543	620	1.5102	-0.0645	1.5102	1.2289
0.8822	7.6790	622	1.5236	-0.0645	1.5236	1.2344
0.8822	7.7037	624	1.5132	-0.0645	1.5132	1.2301
0.8822	7.7284	626	1.4997	-0.0645	1.4997	1.2246
0.8822	7.7531	628	1.4836	-0.1635	1.4836	1.2180
0.8822	7.7778	630	1.4799	-0.1635	1.4799	1.2165
0.8822	7.8025	632	1.4887	-0.1635	1.4887	1.2201
0.8822	7.8272	634	1.4902	-0.1635	1.4902	1.2207
0.8822	7.8519	636	1.4911	-0.1635	1.4911	1.2211
0.8822	7.8765	638	1.4921	-0.1635	1.4921	1.2215
0.8822	7.9012	640	1.4803	-0.1635	1.4803	1.2167
0.8822	7.9259	642	1.4695	-0.1635	1.4695	1.2122
0.8822	7.9506	644	1.4508	-0.1635	1.4508	1.2045
0.8822	7.9753	646	1.4262	-0.1635	1.4262	1.1942
0.8822	8.0	648	1.4082	-0.1635	1.4082	1.1867
0.8822	8.0247	650	1.4139	-0.1635	1.4139	1.1891
0.8822	8.0494	652	1.4306	-0.1635	1.4306	1.1961
0.8822	8.0741	654	1.4565	-0.1635	1.4565	1.2069
0.8822	8.0988	656	1.4857	-0.1448	1.4857	1.2189
0.8822	8.1235	658	1.5267	-0.1415	1.5267	1.2356
0.8822	8.1481	660	1.5745	-0.1244	1.5745	1.2548
0.8822	8.1728	662	1.6268	-0.1244	1.6268	1.2755
0.8822	8.1975	664	1.6634	-0.0168	1.6634	1.2897
0.8822	8.2222	666	1.6718	-0.0168	1.6718	1.2930
0.8822	8.2469	668	1.6508	-0.1244	1.6508	1.2848
0.8822	8.2716	670	1.6191	-0.1244	1.6191	1.2724
0.8822	8.2963	672	1.5978	-0.1415	1.5978	1.2641
0.8822	8.3210	674	1.5858	-0.1608	1.5858	1.2593
0.8822	8.3457	676	1.5798	-0.1608	1.5798	1.2569
0.8822	8.3704	678	1.5718	-0.1608	1.5718	1.2537
0.8822	8.3951	680	1.5700	-0.1608	1.5700	1.2530
0.8822	8.4198	682	1.5833	-0.1608	1.5833	1.2583
0.8822	8.4444	684	1.6010	-0.1415	1.6010	1.2653
0.8822	8.4691	686	1.6075	-0.1415	1.6075	1.2679
0.8822	8.4938	688	1.6018	-0.1415	1.6018	1.2656
0.8822	8.5185	690	1.5884	-0.1415	1.5884	1.2603
0.8822	8.5432	692	1.5756	-0.1415	1.5756	1.2552
0.8822	8.5679	694	1.5674	-0.1448	1.5674	1.2520
0.8822	8.5926	696	1.5635	-0.1448	1.5635	1.2504
0.8822	8.6173	698	1.5523	-0.1448	1.5523	1.2459
0.8822	8.6420	700	1.5413	-0.1448	1.5413	1.2415
0.8822	8.6667	702	1.5517	-0.1415	1.5517	1.2457
0.8822	8.6914	704	1.5661	-0.1415	1.5661	1.2514
0.8822	8.7160	706	1.5818	-0.1415	1.5818	1.2577
0.8822	8.7407	708	1.5901	-0.1415	1.5901	1.2610
0.8822	8.7654	710	1.5995	-0.1415	1.5995	1.2647
0.8822	8.7901	712	1.6160	-0.1415	1.6160	1.2712
0.8822	8.8148	714	1.6314	-0.1415	1.6314	1.2773
0.8822	8.8395	716	1.6319	-0.1415	1.6319	1.2775
0.8822	8.8642	718	1.6373	-0.1415	1.6373	1.2796
0.8822	8.8889	720	1.6417	-0.1448	1.6417	1.2813
0.8822	8.9136	722	1.6447	-0.0645	1.6447	1.2824
0.8822	8.9383	724	1.6460	-0.0645	1.6460	1.2829
0.8822	8.9630	726	1.6434	-0.0645	1.6434	1.2820
0.8822	8.9877	728	1.6381	-0.0645	1.6381	1.2799
0.8822	9.0123	730	1.6328	-0.0645	1.6328	1.2778
0.8822	9.0370	732	1.6244	-0.1635	1.6244	1.2745
0.8822	9.0617	734	1.6141	-0.1635	1.6141	1.2705
0.8822	9.0864	736	1.6036	-0.1635	1.6036	1.2664
0.8822	9.1111	738	1.5998	-0.1635	1.5998	1.2648
0.8822	9.1358	740	1.5967	-0.1635	1.5967	1.2636
0.8822	9.1605	742	1.5984	-0.1635	1.5984	1.2643
0.8822	9.1852	744	1.6050	-0.1635	1.6050	1.2669
0.8822	9.2099	746	1.6078	-0.1635	1.6078	1.2680
0.8822	9.2346	748	1.6124	-0.1635	1.6124	1.2698
0.8822	9.2593	750	1.6123	-0.1635	1.6123	1.2698
0.8822	9.2840	752	1.6086	-0.1635	1.6086	1.2683
0.8822	9.3086	754	1.6062	-0.1635	1.6062	1.2673
0.8822	9.3333	756	1.6080	-0.1415	1.6080	1.2681
0.8822	9.3580	758	1.6092	-0.1415	1.6092	1.2685
0.8822	9.3827	760	1.6097	-0.1415	1.6097	1.2687
0.8822	9.4074	762	1.6096	-0.1415	1.6096	1.2687
0.8822	9.4321	764	1.6104	-0.1415	1.6104	1.2690
0.8822	9.4568	766	1.6080	-0.1415	1.6080	1.2681
0.8822	9.4815	768	1.6028	-0.1415	1.6028	1.2660
0.8822	9.5062	770	1.5973	-0.1415	1.5973	1.2638
0.8822	9.5309	772	1.5963	-0.1415	1.5963	1.2635
0.8822	9.5556	774	1.5965	-0.1415	1.5965	1.2635
0.8822	9.5802	776	1.5944	-0.1635	1.5944	1.2627
0.8822	9.6049	778	1.5901	-0.1635	1.5901	1.2610
0.8822	9.6296	780	1.5860	-0.1635	1.5860	1.2594
0.8822	9.6543	782	1.5842	-0.1635	1.5842	1.2586
0.8822	9.6790	784	1.5850	-0.1635	1.5850	1.2590
0.8822	9.7037	786	1.5873	-0.1635	1.5873	1.2599
0.8822	9.7284	788	1.5883	-0.1635	1.5883	1.2603
0.8822	9.7531	790	1.5871	-0.1635	1.5871	1.2598
0.8822	9.7778	792	1.5861	-0.1635	1.5861	1.2594
0.8822	9.8025	794	1.5852	-0.1635	1.5852	1.2590
0.8822	9.8272	796	1.5838	-0.1635	1.5838	1.2585
0.8822	9.8519	798	1.5823	-0.1635	1.5823	1.2579
0.8822	9.8765	800	1.5806	-0.1635	1.5806	1.2572
0.8822	9.9012	802	1.5797	-0.1635	1.5797	1.2569
0.8822	9.9259	804	1.5793	-0.1635	1.5793	1.2567
0.8822	9.9506	806	1.5794	-0.1635	1.5794	1.2567
0.8822	9.9753	808	1.5795	-0.1635	1.5795	1.2568
0.8822	10.0	810	1.5795	-0.1635	1.5795	1.2568

Framework versions

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