ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task2_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: 1.0804
• Qwk: 0.2629
• Mse: 1.0804
• Rmse: 1.0394

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0213	2	4.7132	0.0010	4.7132	2.1710
No log	0.0426	4	2.8725	0.0	2.8725	1.6949
No log	0.0638	6	2.1840	-0.0634	2.1840	1.4778
No log	0.0851	8	1.8695	-0.0811	1.8695	1.3673
No log	0.1064	10	2.1286	-0.0636	2.1286	1.4590
No log	0.1277	12	1.6409	0.0076	1.6409	1.2810
No log	0.1489	14	1.5225	-0.0422	1.5225	1.2339
No log	0.1702	16	2.1685	-0.0599	2.1685	1.4726
No log	0.1915	18	2.8019	-0.0987	2.8019	1.6739
No log	0.2128	20	3.2765	0.0330	3.2765	1.8101
No log	0.2340	22	2.7894	-0.0974	2.7894	1.6701
No log	0.2553	24	1.6974	0.0917	1.6974	1.3028
No log	0.2766	26	1.3526	-0.0401	1.3526	1.1630
No log	0.2979	28	1.2938	-0.0052	1.2938	1.1374
No log	0.3191	30	1.3750	0.1200	1.3750	1.1726
No log	0.3404	32	1.6046	0.0838	1.6046	1.2667
No log	0.3617	34	1.5223	0.1346	1.5223	1.2338
No log	0.3830	36	1.3102	0.1045	1.3102	1.1446
No log	0.4043	38	1.2445	0.1849	1.2445	1.1156
No log	0.4255	40	1.2638	0.2278	1.2638	1.1242
No log	0.4468	42	1.2944	0.1050	1.2944	1.1377
No log	0.4681	44	1.5173	0.1426	1.5173	1.2318
No log	0.4894	46	2.0090	0.1030	2.0090	1.4174
No log	0.5106	48	2.3993	0.1099	2.3993	1.5490
No log	0.5319	50	1.8777	0.1941	1.8777	1.3703
No log	0.5532	52	1.3895	0.1658	1.3895	1.1788
No log	0.5745	54	1.3461	0.1658	1.3461	1.1602
No log	0.5957	56	1.4238	0.1658	1.4238	1.1932
No log	0.6170	58	1.3861	0.1260	1.3861	1.1773
No log	0.6383	60	1.4063	0.1379	1.4063	1.1859
No log	0.6596	62	1.3760	0.1260	1.3760	1.1730
No log	0.6809	64	1.3963	0.1260	1.3963	1.1817
No log	0.7021	66	1.3398	0.0547	1.3398	1.1575
No log	0.7234	68	1.3270	0.0230	1.3270	1.1520
No log	0.7447	70	1.3215	0.0414	1.3215	1.1496
No log	0.7660	72	1.3386	0.0322	1.3386	1.1570
No log	0.7872	74	1.3535	0.0481	1.3535	1.1634
No log	0.8085	76	1.7029	0.1630	1.7029	1.3050
No log	0.8298	78	2.0409	0.1204	2.0409	1.4286
No log	0.8511	80	1.7724	0.1225	1.7724	1.3313
No log	0.8723	82	1.4365	0.1565	1.4365	1.1985
No log	0.8936	84	1.2857	0.0741	1.2857	1.1339
No log	0.9149	86	1.2771	0.0741	1.2771	1.1301
No log	0.9362	88	1.2967	0.0741	1.2967	1.1387
No log	0.9574	90	1.3215	0.0322	1.3215	1.1496
No log	0.9787	92	1.4597	0.1168	1.4597	1.2082
No log	1.0	94	1.8167	0.0898	1.8167	1.3479
No log	1.0213	96	2.1858	0.0399	2.1858	1.4785
No log	1.0426	98	1.9333	0.1747	1.9333	1.3904
No log	1.0638	100	1.4375	0.0893	1.4375	1.1990
No log	1.0851	102	1.2771	0.2541	1.2771	1.1301
No log	1.1064	104	1.2754	0.2663	1.2754	1.1294
No log	1.1277	106	1.4076	0.2217	1.4076	1.1864
No log	1.1489	108	1.4701	0.2387	1.4701	1.2125
No log	1.1702	110	1.3053	0.1322	1.3053	1.1425
No log	1.1915	112	1.2295	0.2237	1.2295	1.1088
No log	1.2128	114	1.2134	0.3520	1.2134	1.1015
No log	1.2340	116	1.1929	0.2668	1.1929	1.0922
No log	1.2553	118	1.1851	0.2837	1.1851	1.0886
No log	1.2766	120	1.1958	0.4143	1.1958	1.0935
No log	1.2979	122	1.2232	0.1207	1.2232	1.1060
No log	1.3191	124	1.2221	0.0964	1.2221	1.1055
No log	1.3404	126	1.1733	0.1691	1.1733	1.0832
No log	1.3617	128	1.1759	0.2221	1.1759	1.0844
No log	1.3830	130	1.2626	0.2087	1.2626	1.1237
No log	1.4043	132	1.4485	0.3094	1.4485	1.2036
No log	1.4255	134	1.5565	0.3152	1.5565	1.2476
No log	1.4468	136	1.4194	0.2769	1.4194	1.1914
No log	1.4681	138	1.2426	0.3610	1.2426	1.1147
No log	1.4894	140	1.1326	0.4196	1.1326	1.0643
No log	1.5106	142	1.0915	0.3728	1.0915	1.0447
No log	1.5319	144	1.0927	0.4541	1.0927	1.0453
No log	1.5532	146	1.1087	0.4318	1.1087	1.0529
No log	1.5745	148	1.1257	0.3837	1.1257	1.0610
No log	1.5957	150	1.1824	0.3449	1.1824	1.0874
No log	1.6170	152	1.2049	0.2962	1.2049	1.0977
No log	1.6383	154	1.2039	0.2456	1.2039	1.0972
No log	1.6596	156	1.2129	0.2509	1.2129	1.1013
No log	1.6809	158	1.1803	0.3674	1.1803	1.0864
No log	1.7021	160	1.1903	0.3803	1.1903	1.0910
No log	1.7234	162	1.2210	0.3008	1.2210	1.1050
No log	1.7447	164	1.2236	0.3361	1.2236	1.1062
No log	1.7660	166	1.2143	0.3053	1.2143	1.1019
No log	1.7872	168	1.2261	0.3429	1.2261	1.1073
No log	1.8085	170	1.2404	0.3195	1.2404	1.1137
No log	1.8298	172	1.2728	0.3249	1.2728	1.1282
No log	1.8511	174	1.2384	0.3249	1.2384	1.1128
No log	1.8723	176	1.2079	0.3622	1.2079	1.0990
No log	1.8936	178	1.1865	0.4262	1.1865	1.0893
No log	1.9149	180	1.2075	0.3441	1.2075	1.0989
No log	1.9362	182	1.1833	0.3441	1.1833	1.0878
No log	1.9574	184	1.1268	0.4108	1.1268	1.0615
No log	1.9787	186	1.1561	0.3081	1.1561	1.0752
No log	2.0	188	1.1620	0.2833	1.1620	1.0780
No log	2.0213	190	1.1261	0.3367	1.1261	1.0612
No log	2.0426	192	1.0736	0.4578	1.0736	1.0362
No log	2.0638	194	1.0895	0.4935	1.0895	1.0438
No log	2.0851	196	1.0772	0.4910	1.0772	1.0379
No log	2.1064	198	1.0778	0.4994	1.0778	1.0382
No log	2.1277	200	1.1652	0.3259	1.1652	1.0794
No log	2.1489	202	1.2688	0.2783	1.2688	1.1264
No log	2.1702	204	1.2719	0.2863	1.2719	1.1278
No log	2.1915	206	1.1350	0.3141	1.1350	1.0653
No log	2.2128	208	1.0320	0.4060	1.0320	1.0159
No log	2.2340	210	1.0111	0.4937	1.0111	1.0055
No log	2.2553	212	1.0123	0.4965	1.0123	1.0061
No log	2.2766	214	1.0142	0.4358	1.0142	1.0071
No log	2.2979	216	1.0355	0.4417	1.0355	1.0176
No log	2.3191	218	1.0504	0.4616	1.0504	1.0249
No log	2.3404	220	1.0721	0.4229	1.0721	1.0354
No log	2.3617	222	1.0799	0.4653	1.0799	1.0392
No log	2.3830	224	1.0592	0.3361	1.0592	1.0292
No log	2.4043	226	1.0648	0.3300	1.0648	1.0319
No log	2.4255	228	1.0684	0.3608	1.0684	1.0337
No log	2.4468	230	1.0933	0.3596	1.0933	1.0456
No log	2.4681	232	1.1164	0.3875	1.1164	1.0566
No log	2.4894	234	1.1128	0.4326	1.1128	1.0549
No log	2.5106	236	1.1305	0.3953	1.1305	1.0632
No log	2.5319	238	1.1626	0.3254	1.1626	1.0782
No log	2.5532	240	1.1697	0.3497	1.1697	1.0815
No log	2.5745	242	1.1180	0.3913	1.1180	1.0574
No log	2.5957	244	1.0978	0.3875	1.0978	1.0478
No log	2.6170	246	1.1223	0.3033	1.1223	1.0594
No log	2.6383	248	1.1937	0.2940	1.1937	1.0926
No log	2.6596	250	1.2081	0.2501	1.2081	1.0991
No log	2.6809	252	1.1427	0.2804	1.1427	1.0690
No log	2.7021	254	1.1451	0.2567	1.1451	1.0701
No log	2.7234	256	1.1675	0.2135	1.1675	1.0805
No log	2.7447	258	1.1954	0.1651	1.1954	1.0933
No log	2.7660	260	1.2074	0.2306	1.2074	1.0988
No log	2.7872	262	1.1832	0.2661	1.1832	1.0877
No log	2.8085	264	1.1841	0.2424	1.1841	1.0882
No log	2.8298	266	1.2146	0.2709	1.2146	1.1021
No log	2.8511	268	1.2599	0.2156	1.2599	1.1224
No log	2.8723	270	1.3566	0.2382	1.3566	1.1647
No log	2.8936	272	1.4007	0.2635	1.4007	1.1835
No log	2.9149	274	1.2765	0.2439	1.2765	1.1298
No log	2.9362	276	1.2191	0.1959	1.2191	1.1041
No log	2.9574	278	1.2009	0.1621	1.2009	1.0959
No log	2.9787	280	1.2165	0.2327	1.2165	1.1030
No log	3.0	282	1.3355	0.2161	1.3355	1.1556
No log	3.0213	284	1.5035	0.2676	1.5035	1.2262
No log	3.0426	286	1.4777	0.2913	1.4777	1.2156
No log	3.0638	288	1.3213	0.2359	1.3213	1.1495
No log	3.0851	290	1.1810	0.3053	1.1810	1.0867
No log	3.1064	292	1.1236	0.3329	1.1236	1.0600
No log	3.1277	294	1.1155	0.3166	1.1155	1.0561
No log	3.1489	296	1.1079	0.3224	1.1079	1.0525
No log	3.1702	298	1.1076	0.2409	1.1076	1.0524
No log	3.1915	300	1.1105	0.3838	1.1105	1.0538
No log	3.2128	302	1.1062	0.3885	1.1062	1.0518
No log	3.2340	304	1.1231	0.3406	1.1231	1.0598
No log	3.2553	306	1.1537	0.3031	1.1537	1.0741
No log	3.2766	308	1.1464	0.3476	1.1464	1.0707
No log	3.2979	310	1.1655	0.3286	1.1655	1.0796
No log	3.3191	312	1.1796	0.2803	1.1796	1.0861
No log	3.3404	314	1.1690	0.2898	1.1690	1.0812
No log	3.3617	316	1.1434	0.2784	1.1434	1.0693
No log	3.3830	318	1.1179	0.3039	1.1179	1.0573
No log	3.4043	320	1.1345	0.3146	1.1345	1.0651
No log	3.4255	322	1.3075	0.2846	1.3075	1.1435
No log	3.4468	324	1.3974	0.2739	1.3974	1.1821
No log	3.4681	326	1.2605	0.2846	1.2605	1.1227
No log	3.4894	328	1.1223	0.3391	1.1223	1.0594
No log	3.5106	330	1.1800	0.3297	1.1800	1.0863
No log	3.5319	332	1.2281	0.2725	1.2281	1.1082
No log	3.5532	334	1.1782	0.3083	1.1782	1.0855
No log	3.5745	336	1.1321	0.2871	1.1321	1.0640
No log	3.5957	338	1.1542	0.2699	1.1542	1.0743
No log	3.6170	340	1.3202	0.2350	1.3202	1.1490
No log	3.6383	342	1.3279	0.2350	1.3279	1.1524
No log	3.6596	344	1.1729	0.2510	1.1729	1.0830
No log	3.6809	346	1.1192	0.2850	1.1192	1.0579
No log	3.7021	348	1.1761	0.2119	1.1761	1.0845
No log	3.7234	350	1.1462	0.2019	1.1462	1.0706
No log	3.7447	352	1.0916	0.2038	1.0916	1.0448
No log	3.7660	354	1.0649	0.3511	1.0649	1.0319
No log	3.7872	356	1.0665	0.3956	1.0665	1.0327
No log	3.8085	358	1.0950	0.3782	1.0950	1.0464
No log	3.8298	360	1.1021	0.4035	1.1021	1.0498
No log	3.8511	362	1.1058	0.4035	1.1058	1.0516
No log	3.8723	364	1.1010	0.3782	1.1010	1.0493
No log	3.8936	366	1.0628	0.3745	1.0628	1.0309
No log	3.9149	368	1.0392	0.4064	1.0392	1.0194
No log	3.9362	370	1.0399	0.3468	1.0399	1.0198
No log	3.9574	372	1.0389	0.3930	1.0389	1.0193
No log	3.9787	374	1.0527	0.3875	1.0527	1.0260
No log	4.0	376	1.0694	0.3555	1.0694	1.0341
No log	4.0213	378	1.0908	0.3596	1.0908	1.0444
No log	4.0426	380	1.0782	0.3463	1.0782	1.0383
No log	4.0638	382	1.0668	0.4037	1.0668	1.0329
No log	4.0851	384	1.0739	0.4465	1.0739	1.0363
No log	4.1064	386	1.0724	0.3966	1.0724	1.0355
No log	4.1277	388	1.0698	0.3663	1.0698	1.0343
No log	4.1489	390	1.0771	0.2877	1.0771	1.0378
No log	4.1702	392	1.0885	0.3091	1.0885	1.0433
No log	4.1915	394	1.0657	0.3602	1.0657	1.0323
No log	4.2128	396	1.0417	0.3764	1.0417	1.0206
No log	4.2340	398	1.0380	0.3554	1.0380	1.0188
No log	4.2553	400	1.0507	0.3081	1.0507	1.0250
No log	4.2766	402	1.0507	0.3448	1.0507	1.0250
No log	4.2979	404	1.0263	0.3448	1.0263	1.0131
No log	4.3191	406	1.0023	0.3991	1.0023	1.0012
No log	4.3404	408	1.0092	0.3578	1.0092	1.0046
No log	4.3617	410	1.0224	0.3838	1.0224	1.0111
No log	4.3830	412	1.0180	0.3943	1.0180	1.0090
No log	4.4043	414	1.0128	0.4724	1.0128	1.0064
No log	4.4255	416	0.9957	0.4413	0.9957	0.9979
No log	4.4468	418	1.0205	0.4271	1.0205	1.0102
No log	4.4681	420	1.0839	0.3404	1.0839	1.0411
No log	4.4894	422	1.0920	0.3095	1.0920	1.0450
No log	4.5106	424	1.0375	0.3719	1.0375	1.0186
No log	4.5319	426	1.0113	0.4081	1.0113	1.0056
No log	4.5532	428	1.0487	0.4067	1.0487	1.0241
No log	4.5745	430	1.0730	0.3326	1.0730	1.0358
No log	4.5957	432	1.0498	0.2704	1.0498	1.0246
No log	4.6170	434	1.0591	0.3382	1.0591	1.0291
No log	4.6383	436	1.0869	0.3947	1.0869	1.0425
No log	4.6596	438	1.0646	0.3500	1.0646	1.0318
No log	4.6809	440	1.0521	0.4042	1.0521	1.0257
No log	4.7021	442	1.0496	0.4216	1.0496	1.0245
No log	4.7234	444	1.0482	0.3869	1.0482	1.0238
No log	4.7447	446	1.0511	0.4212	1.0511	1.0252
No log	4.7660	448	1.0193	0.4004	1.0193	1.0096
No log	4.7872	450	1.0174	0.3552	1.0174	1.0086
No log	4.8085	452	1.0309	0.3160	1.0309	1.0153
No log	4.8298	454	1.0675	0.2557	1.0675	1.0332
No log	4.8511	456	1.0750	0.2557	1.0750	1.0368
No log	4.8723	458	1.0641	0.2132	1.0641	1.0315
No log	4.8936	460	1.0543	0.2132	1.0543	1.0268
No log	4.9149	462	1.0539	0.3437	1.0539	1.0266
No log	4.9362	464	1.0645	0.3337	1.0645	1.0317
No log	4.9574	466	1.0717	0.3780	1.0717	1.0352
No log	4.9787	468	1.0522	0.3015	1.0522	1.0258
No log	5.0	470	1.0635	0.3343	1.0635	1.0313
No log	5.0213	472	1.1042	0.3317	1.1042	1.0508
No log	5.0426	474	1.0811	0.3400	1.0811	1.0398
No log	5.0638	476	1.0625	0.3897	1.0625	1.0308
No log	5.0851	478	1.1425	0.3644	1.1425	1.0689
No log	5.1064	480	1.2203	0.2985	1.2203	1.1047
No log	5.1277	482	1.1894	0.3149	1.1894	1.0906
No log	5.1489	484	1.1029	0.3584	1.1029	1.0502
No log	5.1702	486	1.0646	0.3608	1.0646	1.0318
No log	5.1915	488	1.0640	0.3361	1.0640	1.0315
No log	5.2128	490	1.0643	0.3454	1.0643	1.0317
No log	5.2340	492	1.0608	0.3601	1.0608	1.0299
No log	5.2553	494	1.0475	0.3858	1.0475	1.0235
No log	5.2766	496	1.0763	0.3463	1.0763	1.0375
No log	5.2979	498	1.1345	0.3346	1.1345	1.0651
0.3822	5.3191	500	1.1308	0.3009	1.1308	1.0634
0.3822	5.3404	502	1.1110	0.3218	1.1110	1.0540
0.3822	5.3617	504	1.0930	0.3301	1.0930	1.0455
0.3822	5.3830	506	1.0873	0.3230	1.0873	1.0427
0.3822	5.4043	508	1.0967	0.3243	1.0967	1.0473
0.3822	5.4255	510	1.1070	0.3794	1.1070	1.0522
0.3822	5.4468	512	1.1024	0.3243	1.1024	1.0499
0.3822	5.4681	514	1.0953	0.2502	1.0953	1.0466
0.3822	5.4894	516	1.0991	0.3180	1.0991	1.0484
0.3822	5.5106	518	1.1141	0.2728	1.1141	1.0555
0.3822	5.5319	520	1.1215	0.2851	1.1215	1.0590
0.3822	5.5532	522	1.0969	0.2851	1.0969	1.0473
0.3822	5.5745	524	1.0823	0.3268	1.0823	1.0403
0.3822	5.5957	526	1.0887	0.3363	1.0887	1.0434
0.3822	5.6170	528	1.0965	0.3268	1.0965	1.0472
0.3822	5.6383	530	1.1139	0.3441	1.1139	1.0554
0.3822	5.6596	532	1.1251	0.3480	1.1251	1.0607
0.3822	5.6809	534	1.1346	0.3480	1.1346	1.0652
0.3822	5.7021	536	1.1026	0.3736	1.1026	1.0500
0.3822	5.7234	538	1.0808	0.4444	1.0808	1.0396
0.3822	5.7447	540	1.0653	0.4217	1.0653	1.0321
0.3822	5.7660	542	1.0541	0.3590	1.0541	1.0267
0.3822	5.7872	544	1.0529	0.2754	1.0529	1.0261
0.3822	5.8085	546	1.0502	0.2754	1.0502	1.0248
0.3822	5.8298	548	1.0608	0.3115	1.0608	1.0300
0.3822	5.8511	550	1.0956	0.3970	1.0956	1.0467
0.3822	5.8723	552	1.0828	0.4107	1.0828	1.0406
0.3822	5.8936	554	1.0546	0.3711	1.0546	1.0269
0.3822	5.9149	556	1.0788	0.3467	1.0788	1.0387
0.3822	5.9362	558	1.2193	0.3145	1.2193	1.1042
0.3822	5.9574	560	1.3824	0.2383	1.3824	1.1758
0.3822	5.9787	562	1.3710	0.2383	1.3710	1.1709
0.3822	6.0	564	1.2329	0.2690	1.2329	1.1104
0.3822	6.0213	566	1.0967	0.3355	1.0967	1.0473
0.3822	6.0426	568	1.0463	0.3094	1.0463	1.0229
0.3822	6.0638	570	1.1128	0.3560	1.1128	1.0549
0.3822	6.0851	572	1.1440	0.3068	1.1440	1.0696
0.3822	6.1064	574	1.1022	0.1920	1.1022	1.0499
0.3822	6.1277	576	1.0787	0.2244	1.0787	1.0386
0.3822	6.1489	578	1.0967	0.2499	1.0967	1.0473
0.3822	6.1702	580	1.0813	0.2694	1.0813	1.0399
0.3822	6.1915	582	1.0587	0.3139	1.0587	1.0290
0.3822	6.2128	584	1.0696	0.3886	1.0696	1.0342
0.3822	6.2340	586	1.0677	0.3979	1.0677	1.0333
0.3822	6.2553	588	1.0492	0.3520	1.0492	1.0243
0.3822	6.2766	590	1.0357	0.3018	1.0357	1.0177
0.3822	6.2979	592	1.0715	0.4059	1.0715	1.0351
0.3822	6.3191	594	1.1373	0.3347	1.1373	1.0664
0.3822	6.3404	596	1.1469	0.3314	1.1469	1.0709
0.3822	6.3617	598	1.0956	0.3584	1.0956	1.0467
0.3822	6.3830	600	1.0544	0.3596	1.0544	1.0269
0.3822	6.4043	602	1.0540	0.3018	1.0540	1.0266
0.3822	6.4255	604	1.0557	0.3018	1.0557	1.0275
0.3822	6.4468	606	1.0624	0.3164	1.0624	1.0307
0.3822	6.4681	608	1.0666	0.3583	1.0666	1.0328
0.3822	6.4894	610	1.0709	0.3814	1.0709	1.0348
0.3822	6.5106	612	1.0795	0.4098	1.0795	1.0390
0.3822	6.5319	614	1.0700	0.4	1.0700	1.0344
0.3822	6.5532	616	1.0519	0.3681	1.0519	1.0256
0.3822	6.5745	618	1.0435	0.3705	1.0435	1.0215
0.3822	6.5957	620	1.0549	0.3493	1.0549	1.0271
0.3822	6.6170	622	1.0617	0.2723	1.0617	1.0304
0.3822	6.6383	624	1.0563	0.3117	1.0563	1.0277
0.3822	6.6596	626	1.0627	0.3190	1.0627	1.0309
0.3822	6.6809	628	1.0598	0.3190	1.0598	1.0295
0.3822	6.7021	630	1.0448	0.2643	1.0448	1.0222
0.3822	6.7234	632	1.0309	0.3045	1.0309	1.0153
0.3822	6.7447	634	1.0316	0.2640	1.0316	1.0157
0.3822	6.7660	636	1.0286	0.2486	1.0286	1.0142
0.3822	6.7872	638	1.0230	0.2893	1.0230	1.0114
0.3822	6.8085	640	1.0246	0.3508	1.0246	1.0122
0.3822	6.8298	642	1.0372	0.3583	1.0373	1.0185
0.3822	6.8511	644	1.0610	0.3312	1.0610	1.0301
0.3822	6.8723	646	1.0793	0.3146	1.0793	1.0389
0.3822	6.8936	648	1.0570	0.3346	1.0570	1.0281
0.3822	6.9149	650	1.0415	0.3596	1.0415	1.0205
0.3822	6.9362	652	1.0418	0.3845	1.0418	1.0207
0.3822	6.9574	654	1.0451	0.4316	1.0451	1.0223
0.3822	6.9787	656	1.0500	0.4218	1.0500	1.0247
0.3822	7.0	658	1.0585	0.3788	1.0585	1.0288
0.3822	7.0213	660	1.0753	0.3584	1.0753	1.0370
0.3822	7.0426	662	1.0853	0.3733	1.0853	1.0418
0.3822	7.0638	664	1.0809	0.3692	1.0809	1.0397
0.3822	7.0851	666	1.0879	0.3983	1.0879	1.0430
0.3822	7.1064	668	1.0848	0.3327	1.0848	1.0415
0.3822	7.1277	670	1.0802	0.2432	1.0802	1.0393
0.3822	7.1489	672	1.0781	0.2432	1.0781	1.0383
0.3822	7.1702	674	1.0737	0.2432	1.0737	1.0362
0.3822	7.1915	676	1.0772	0.2629	1.0772	1.0379
0.3822	7.2128	678	1.0804	0.2629	1.0804	1.0394

Framework versions

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