arabert_augWithOrig_disEqu_k10_organization_task3_fold1

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: 1.6163
• Qwk: 0.1411
• Mse: 1.6163
• Rmse: 1.2713

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	0.0290	2	3.4994	0.0	3.4994	1.8707
No log	0.0580	4	1.5772	-0.0356	1.5772	1.2559
No log	0.0870	6	0.7216	0.0	0.7216	0.8495
No log	0.1159	8	1.0316	-0.0168	1.0316	1.0157
No log	0.1449	10	1.7210	0.0571	1.7210	1.3119
No log	0.1739	12	1.3687	0.1323	1.3687	1.1699
No log	0.2029	14	0.6325	0.0	0.6325	0.7953
No log	0.2319	16	0.6430	0.0120	0.6430	0.8019
No log	0.2609	18	0.6186	0.2143	0.6186	0.7865
No log	0.2899	20	0.6749	0.0	0.6749	0.8215
No log	0.3188	22	0.8421	0.0	0.8421	0.9177
No log	0.3478	24	0.9188	0.0	0.9188	0.9586
No log	0.3768	26	0.8228	0.0	0.8228	0.9071
No log	0.4058	28	0.8060	0.0	0.8060	0.8978
No log	0.4348	30	0.7562	0.0	0.7562	0.8696
No log	0.4638	32	0.7298	0.0	0.7298	0.8543
No log	0.4928	34	0.6383	0.0	0.6383	0.7989
No log	0.5217	36	0.5995	0.0120	0.5995	0.7743
No log	0.5507	38	0.5709	0.1879	0.5709	0.7556
No log	0.5797	40	0.5604	0.1437	0.5604	0.7486
No log	0.6087	42	0.6068	0.0	0.6068	0.7790
No log	0.6377	44	0.6292	0.0	0.6292	0.7932
No log	0.6667	46	0.6238	0.0	0.6238	0.7898
No log	0.6957	48	0.6359	0.0	0.6359	0.7975
No log	0.7246	50	0.7144	0.0	0.7144	0.8452
No log	0.7536	52	0.6931	0.0	0.6931	0.8325
No log	0.7826	54	0.5607	0.1437	0.5607	0.7488
No log	0.8116	56	0.5794	0.3038	0.5794	0.7612
No log	0.8406	58	0.8260	0.12	0.8260	0.9088
No log	0.8696	60	0.8355	0.2062	0.8355	0.9141
No log	0.8986	62	1.0369	0.1027	1.0369	1.0183
No log	0.9275	64	1.2733	0.1027	1.2733	1.1284
No log	0.9565	66	1.1012	0.1027	1.1012	1.0494
No log	0.9855	68	0.8306	0.2979	0.8306	0.9114
No log	1.0145	70	0.8428	0.2062	0.8428	0.9180
No log	1.0435	72	0.9364	0.2062	0.9364	0.9677
No log	1.0725	74	0.6107	0.3636	0.6107	0.7815
No log	1.1014	76	0.5671	0.3863	0.5671	0.7530
No log	1.1304	78	0.6410	0.3636	0.6410	0.8007
No log	1.1594	80	0.9965	0.2620	0.9965	0.9983
No log	1.1884	82	1.2734	0.1586	1.2734	1.1284
No log	1.2174	84	1.3536	0.1586	1.3536	1.1635
No log	1.2464	86	1.1276	0.1801	1.1276	1.0619
No log	1.2754	88	0.8601	0.0797	0.8601	0.9274
No log	1.3043	90	0.9724	0.0797	0.9724	0.9861
No log	1.3333	92	1.0224	0.0692	1.0224	1.0111
No log	1.3623	94	1.2893	0.0550	1.2893	1.1355
No log	1.3913	96	1.2941	0.0550	1.2941	1.1376
No log	1.4203	98	1.3622	0.0638	1.3622	1.1671
No log	1.4493	100	1.2482	0.0638	1.2482	1.1172
No log	1.4783	102	1.2069	0.0638	1.2069	1.0986
No log	1.5072	104	1.1134	0.1538	1.1134	1.0552
No log	1.5362	106	1.1588	0.0638	1.1588	1.0765
No log	1.5652	108	1.1159	0.0638	1.1159	1.0564
No log	1.5942	110	1.0866	0.1538	1.0866	1.0424
No log	1.6232	112	1.0896	0.0970	1.0896	1.0438
No log	1.6522	114	1.0429	0.2080	1.0429	1.0212
No log	1.6812	116	1.0495	0.1181	1.0495	1.0244
No log	1.7101	118	1.0721	0.1181	1.0721	1.0354
No log	1.7391	120	1.1009	0.2308	1.1009	1.0492
No log	1.7681	122	1.1552	0.2169	1.1552	1.0748
No log	1.7971	124	1.1999	0.2169	1.1999	1.0954
No log	1.8261	126	1.1604	0.2169	1.1604	1.0772
No log	1.8551	128	1.2307	0.2169	1.2307	1.1094
No log	1.8841	130	1.2392	0.2169	1.2392	1.1132
No log	1.9130	132	1.3578	0.2169	1.3578	1.1652
No log	1.9420	134	1.4590	0.2169	1.4590	1.2079
No log	1.9710	136	1.5300	0.2763	1.5300	1.2369
No log	2.0	138	1.8642	0.0723	1.8642	1.3654
No log	2.0290	140	2.4692	0.0521	2.4692	1.5714
No log	2.0580	142	2.5890	0.0435	2.5890	1.6090
No log	2.0870	144	1.9944	0.0628	1.9944	1.4122
No log	2.1159	146	1.0915	0.2199	1.0915	1.0447
No log	2.1449	148	0.7271	0.3465	0.7271	0.8527
No log	2.1739	150	0.7000	0.1444	0.7000	0.8366
No log	2.2029	152	0.7722	0.3000	0.7722	0.8788
No log	2.2319	154	1.0062	0.1413	1.0062	1.0031
No log	2.2609	156	1.0162	0.1538	1.0162	1.0081
No log	2.2899	158	1.0299	0.1306	1.0299	1.0149
No log	2.3188	160	1.3965	0.0963	1.3965	1.1818
No log	2.3478	162	1.5408	0.0723	1.5408	1.2413
No log	2.3768	164	1.7756	0.0723	1.7756	1.3325
No log	2.4058	166	2.1268	0.1403	2.1268	1.4584
No log	2.4348	168	1.9684	0.1403	1.9684	1.4030
No log	2.4638	170	1.4605	0.0907	1.4605	1.2085
No log	2.4928	172	1.1529	0.1791	1.1529	1.0737
No log	2.5217	174	1.1434	0.1791	1.1434	1.0693
No log	2.5507	176	1.2733	0.1047	1.2733	1.1284
No log	2.5797	178	1.6002	0.0833	1.6002	1.2650
No log	2.6087	180	2.1323	0.0628	2.1323	1.4603
No log	2.6377	182	2.2205	0.0628	2.2205	1.4901
No log	2.6667	184	1.7478	0.0628	1.7478	1.3220
No log	2.6957	186	1.1470	0.2019	1.1470	1.0710
No log	2.7246	188	1.0630	0.2019	1.0630	1.0310
No log	2.7536	190	1.0944	0.2019	1.0944	1.0461
No log	2.7826	192	1.1312	0.2143	1.1312	1.0636
No log	2.8116	194	1.2913	0.1782	1.2913	1.1363
No log	2.8406	196	1.5494	0.1583	1.5494	1.2447
No log	2.8696	198	1.7818	0.2062	1.7818	1.3348
No log	2.8986	200	1.5377	0.1583	1.5377	1.2400
No log	2.9275	202	1.0917	0.2455	1.0917	1.0448
No log	2.9565	204	0.9611	0.1302	0.9611	0.9804
No log	2.9855	206	0.9281	0.1302	0.9281	0.9634
No log	3.0145	208	0.9462	0.1302	0.9462	0.9727
No log	3.0435	210	1.1903	0.2577	1.1903	1.0910
No log	3.0725	212	1.3392	0.1330	1.3392	1.1572
No log	3.1014	214	1.2423	0.1493	1.2423	1.1146
No log	3.1304	216	1.0622	0.2915	1.0622	1.0306
No log	3.1594	218	1.0325	0.2667	1.0325	1.0161
No log	3.1884	220	1.0241	0.1161	1.0241	1.0120
No log	3.2174	222	1.1342	0.2667	1.1342	1.0650
No log	3.2464	224	1.3801	0.2062	1.3801	1.1748
No log	3.2754	226	1.7685	0.1411	1.7685	1.3298
No log	3.3043	228	1.9239	0.1411	1.9239	1.3871
No log	3.3333	230	1.7835	0.1411	1.7835	1.3355
No log	3.3623	232	1.4112	0.1583	1.4112	1.1879
No log	3.3913	234	1.2858	0.0769	1.2858	1.1339
No log	3.4203	236	1.2270	0.0970	1.2270	1.1077
No log	3.4493	238	1.2545	0.0769	1.2545	1.1200
No log	3.4783	240	1.3212	0.0769	1.3212	1.1494
No log	3.5072	242	1.3852	0.0631	1.3852	1.1769
No log	3.5362	244	1.4005	-0.0123	1.4005	1.1834
No log	3.5652	246	1.4403	0.1064	1.4403	1.2001
No log	3.5942	248	1.5083	0.1585	1.5083	1.2281
No log	3.6232	250	1.3663	0.1064	1.3663	1.1689
No log	3.6522	252	1.1888	-0.0068	1.1888	1.0903
No log	3.6812	254	1.1350	0.0769	1.1350	1.0654
No log	3.7101	256	1.2406	-0.0068	1.2406	1.1138
No log	3.7391	258	1.4134	0.1064	1.4134	1.1889
No log	3.7681	260	1.6098	0.1585	1.6098	1.2688
No log	3.7971	262	1.8429	0.1337	1.8429	1.3575
No log	3.8261	264	1.7894	0.0878	1.7894	1.3377
No log	3.8551	266	1.7620	0.1496	1.7620	1.3274
No log	3.8841	268	1.8309	0.1496	1.8309	1.3531
No log	3.9130	270	1.9773	0.1034	1.9773	1.4061
No log	3.9420	272	1.9789	0.12	1.9789	1.4068
No log	3.9710	274	1.9076	0.12	1.9076	1.3811
No log	4.0	276	1.9736	0.1081	1.9736	1.4048
No log	4.0290	278	2.0970	0.1081	2.0970	1.4481
No log	4.0580	280	1.9968	0.1081	1.9968	1.4131
No log	4.0870	282	1.9677	0.1262	1.9677	1.4027
No log	4.1159	284	1.8191	0.1411	1.8191	1.3487
No log	4.1449	286	1.8647	0.1262	1.8647	1.3655
No log	4.1739	288	2.0326	0.1262	2.0326	1.4257
No log	4.2029	290	2.1427	0.1081	2.1427	1.4638
No log	4.2319	292	1.9945	0.1262	1.9945	1.4123
No log	4.2609	294	1.8141	0.1411	1.8141	1.3469
No log	4.2899	296	1.7598	0.1411	1.7598	1.3266
No log	4.3188	298	1.6190	0.1411	1.6190	1.2724
No log	4.3478	300	1.4718	0.1411	1.4718	1.2132
No log	4.3768	302	1.4236	0.1585	1.4236	1.1931
No log	4.4058	304	1.2947	0.1782	1.2947	1.1378
No log	4.4348	306	1.2922	0.1585	1.2922	1.1368
No log	4.4638	308	1.4006	0.1411	1.4006	1.1835
No log	4.4928	310	1.5743	0.0788	1.5743	1.2547
No log	4.5217	312	1.8149	0.0723	1.8149	1.3472
No log	4.5507	314	1.8404	0.0788	1.8404	1.3566
No log	4.5797	316	1.6806	0.1411	1.6806	1.2964
No log	4.6087	318	1.5872	0.1585	1.5872	1.2598
No log	4.6377	320	1.4806	-0.0123	1.4806	1.2168
No log	4.6667	322	1.4154	-0.0068	1.4154	1.1897
No log	4.6957	324	1.4315	-0.0123	1.4315	1.1964
No log	4.7246	326	1.4906	0.0478	1.4906	1.2209
No log	4.7536	328	1.4706	0.0478	1.4706	1.2127
No log	4.7826	330	1.4364	0.0478	1.4364	1.1985
No log	4.8116	332	1.4479	0.0478	1.4479	1.2033
No log	4.8406	334	1.4310	0.0478	1.4310	1.1962
No log	4.8696	336	1.4413	-0.0123	1.4413	1.2006
No log	4.8986	338	1.4536	-0.0123	1.4536	1.2057
No log	4.9275	340	1.4132	-0.0123	1.4132	1.1888
No log	4.9565	342	1.4530	0.0478	1.4530	1.2054
No log	4.9855	344	1.4406	0.0478	1.4406	1.2002
No log	5.0145	346	1.5100	0.1585	1.5100	1.2288
No log	5.0435	348	1.5978	0.1585	1.5978	1.2641
No log	5.0725	350	1.7439	0.1585	1.7439	1.3206
No log	5.1014	352	2.0178	0.12	2.0178	1.4205
No log	5.1304	354	2.1937	0.1034	2.1937	1.4811
No log	5.1594	356	2.1646	0.1034	2.1646	1.4712
No log	5.1884	358	1.9242	0.1337	1.9242	1.3872
No log	5.2174	360	1.7599	0.2297	1.7599	1.3266
No log	5.2464	362	1.6829	0.1875	1.6829	1.2973
No log	5.2754	364	1.6947	0.1875	1.6947	1.3018
No log	5.3043	366	1.7401	0.2297	1.7401	1.3191
No log	5.3333	368	1.8459	0.1951	1.8459	1.3586
No log	5.3623	370	1.9187	0.1337	1.9187	1.3852
No log	5.3913	372	1.9032	0.12	1.9032	1.3796
No log	5.4203	374	1.8635	0.1411	1.8635	1.3651
No log	5.4493	376	1.7455	0.1411	1.7455	1.3212
No log	5.4783	378	1.5721	0.1585	1.5721	1.2538
No log	5.5072	380	1.4701	0.2297	1.4701	1.2125
No log	5.5362	382	1.4112	0.1875	1.4112	1.1879
No log	5.5652	384	1.3634	0.1875	1.3634	1.1676
No log	5.5942	386	1.4170	0.2297	1.4170	1.1904
No log	5.6232	388	1.5040	0.1411	1.5040	1.2264
No log	5.6522	390	1.5667	0.1411	1.5667	1.2517
No log	5.6812	392	1.6615	0.1411	1.6615	1.2890
No log	5.7101	394	1.7531	0.1411	1.7531	1.3241
No log	5.7391	396	1.7721	0.1411	1.7721	1.3312
No log	5.7681	398	1.7400	0.1411	1.7400	1.3191
No log	5.7971	400	1.6714	0.1411	1.6714	1.2928
No log	5.8261	402	1.6739	0.1411	1.6739	1.2938
No log	5.8551	404	1.7441	0.1411	1.7441	1.3206
No log	5.8841	406	1.8244	0.1411	1.8244	1.3507
No log	5.9130	408	1.8203	0.1411	1.8203	1.3492
No log	5.9420	410	1.7801	0.1585	1.7801	1.3342
No log	5.9710	412	1.7847	0.1411	1.7847	1.3359
No log	6.0	414	1.8002	0.1411	1.8002	1.3417
No log	6.0290	416	1.8648	0.1411	1.8648	1.3656
No log	6.0580	418	1.9546	0.1411	1.9546	1.3981
No log	6.0870	420	1.9078	0.1411	1.9078	1.3812
No log	6.1159	422	1.7021	0.1411	1.7021	1.3046
No log	6.1449	424	1.5115	0.1681	1.5115	1.2294
No log	6.1739	426	1.4258	0.2414	1.4258	1.1941
No log	6.2029	428	1.4351	0.0714	1.4351	1.1980
No log	6.2319	430	1.5055	0.1681	1.5055	1.2270
No log	6.2609	432	1.6278	0.1411	1.6278	1.2759
No log	6.2899	434	1.7072	0.1411	1.7072	1.3066
No log	6.3188	436	1.7277	0.1411	1.7277	1.3144
No log	6.3478	438	1.6571	0.1411	1.6571	1.2873
No log	6.3768	440	1.5613	0.1585	1.5613	1.2495
No log	6.4058	442	1.5074	0.0552	1.5074	1.2278
No log	6.4348	444	1.4929	0.0552	1.4929	1.2218
No log	6.4638	446	1.4783	-0.0063	1.4783	1.2158
No log	6.4928	448	1.4690	0.0714	1.4690	1.2120
No log	6.5217	450	1.4691	0.0748	1.4691	1.2121
No log	6.5507	452	1.5057	-0.0063	1.5057	1.2271
No log	6.5797	454	1.5300	-0.0063	1.5300	1.2369
No log	6.6087	456	1.5411	0.1681	1.5411	1.2414
No log	6.6377	458	1.5245	0.1681	1.5245	1.2347
No log	6.6667	460	1.5198	0.1411	1.5198	1.2328
No log	6.6957	462	1.5408	0.1411	1.5408	1.2413
No log	6.7246	464	1.5351	0.1411	1.5351	1.2390
No log	6.7536	466	1.4853	0.1495	1.4853	1.2187
No log	6.7826	468	1.4546	0.1681	1.4546	1.2061
No log	6.8116	470	1.3965	-0.0063	1.3965	1.1817
No log	6.8406	472	1.3487	-0.0063	1.3487	1.1613
No log	6.8696	474	1.3549	-0.0063	1.3549	1.1640
No log	6.8986	476	1.3895	-0.0063	1.3895	1.1788
No log	6.9275	478	1.4533	0.1681	1.4533	1.2055
No log	6.9565	480	1.5523	0.1411	1.5523	1.2459
No log	6.9855	482	1.6248	0.1411	1.6248	1.2747
No log	7.0145	484	1.6671	0.0788	1.6671	1.2912
No log	7.0435	486	1.7038	0.0788	1.7038	1.3053
No log	7.0725	488	1.6968	0.1411	1.6968	1.3026
No log	7.1014	490	1.6252	0.1411	1.6252	1.2748
No log	7.1304	492	1.5321	0.1681	1.5321	1.2378
No log	7.1594	494	1.4374	0.0714	1.4374	1.1989
No log	7.1884	496	1.3835	0.0714	1.3835	1.1762
No log	7.2174	498	1.3699	0.0714	1.3699	1.1704
0.5834	7.2464	500	1.3911	0.0714	1.3911	1.1795
0.5834	7.2754	502	1.4235	-0.0063	1.4235	1.1931
0.5834	7.3043	504	1.4854	0.1585	1.4854	1.2188
0.5834	7.3333	506	1.5951	0.1411	1.5951	1.2630
0.5834	7.3623	508	1.7083	0.0788	1.7083	1.3070
0.5834	7.3913	510	1.7669	0.0788	1.7669	1.3293
0.5834	7.4203	512	1.8158	0.0788	1.8158	1.3475
0.5834	7.4493	514	1.7905	0.0788	1.7905	1.3381
0.5834	7.4783	516	1.7109	0.0788	1.7109	1.3080
0.5834	7.5072	518	1.5901	0.0788	1.5901	1.2610
0.5834	7.5362	520	1.4781	0.1585	1.4781	1.2158
0.5834	7.5652	522	1.3980	0.0552	1.3980	1.1824
0.5834	7.5942	524	1.3633	-0.0063	1.3633	1.1676
0.5834	7.6232	526	1.3354	-0.0063	1.3354	1.1556
0.5834	7.6522	528	1.3258	-0.0063	1.3258	1.1514
0.5834	7.6812	530	1.3313	-0.0063	1.3313	1.1538
0.5834	7.7101	532	1.3520	-0.0063	1.3520	1.1628
0.5834	7.7391	534	1.3870	-0.0063	1.3870	1.1777
0.5834	7.7681	536	1.4283	0.0478	1.4283	1.1951
0.5834	7.7971	538	1.4780	0.1585	1.4780	1.2157
0.5834	7.8261	540	1.5114	0.1585	1.5114	1.2294
0.5834	7.8551	542	1.5421	0.1585	1.5421	1.2418
0.5834	7.8841	544	1.5609	0.1411	1.5609	1.2494
0.5834	7.9130	546	1.5589	0.1411	1.5589	1.2485
0.5834	7.9420	548	1.5471	0.1585	1.5471	1.2438
0.5834	7.9710	550	1.5078	0.1585	1.5078	1.2279
0.5834	8.0	552	1.4978	0.1585	1.4978	1.2238
0.5834	8.0290	554	1.4798	0.1585	1.4798	1.2165
0.5834	8.0580	556	1.4736	0.1585	1.4736	1.2139
0.5834	8.0870	558	1.4681	0.1585	1.4681	1.2117
0.5834	8.1159	560	1.4730	0.1585	1.4730	1.2137
0.5834	8.1449	562	1.4601	0.1585	1.4601	1.2084
0.5834	8.1739	564	1.4256	0.1585	1.4256	1.1940
0.5834	8.2029	566	1.4016	0.1585	1.4016	1.1839
0.5834	8.2319	568	1.4039	0.1585	1.4039	1.1849
0.5834	8.2609	570	1.4152	0.1585	1.4152	1.1896
0.5834	8.2899	572	1.4220	0.1585	1.4220	1.1925
0.5834	8.3188	574	1.4340	0.1585	1.4340	1.1975
0.5834	8.3478	576	1.4268	0.0478	1.4268	1.1945
0.5834	8.3768	578	1.4346	0.0478	1.4346	1.1978
0.5834	8.4058	580	1.4728	0.0478	1.4728	1.2136
0.5834	8.4348	582	1.5255	0.1585	1.5255	1.2351
0.5834	8.4638	584	1.5770	0.1585	1.5770	1.2558
0.5834	8.4928	586	1.6100	0.1585	1.6100	1.2689
0.5834	8.5217	588	1.6271	0.1585	1.6271	1.2756
0.5834	8.5507	590	1.6225	0.1585	1.6225	1.2738
0.5834	8.5797	592	1.6205	0.1585	1.6205	1.2730
0.5834	8.6087	594	1.6208	0.1585	1.6208	1.2731
0.5834	8.6377	596	1.5976	0.1585	1.5976	1.2639
0.5834	8.6667	598	1.5755	0.1585	1.5755	1.2552
0.5834	8.6957	600	1.5811	0.1585	1.5811	1.2574
0.5834	8.7246	602	1.5809	0.1585	1.5809	1.2574
0.5834	8.7536	604	1.5906	0.1585	1.5906	1.2612
0.5834	8.7826	606	1.5890	0.1585	1.5890	1.2605
0.5834	8.8116	608	1.5897	0.1585	1.5897	1.2608
0.5834	8.8406	610	1.5833	0.1585	1.5833	1.2583
0.5834	8.8696	612	1.5657	0.1585	1.5657	1.2513
0.5834	8.8986	614	1.5412	0.0478	1.5412	1.2415
0.5834	8.9275	616	1.5328	0.0478	1.5328	1.2381
0.5834	8.9565	618	1.5448	0.0478	1.5448	1.2429
0.5834	8.9855	620	1.5669	0.1411	1.5669	1.2518
0.5834	9.0145	622	1.5966	0.1411	1.5966	1.2636
0.5834	9.0435	624	1.6234	0.1411	1.6234	1.2741
0.5834	9.0725	626	1.6425	0.1411	1.6425	1.2816
0.5834	9.1014	628	1.6589	0.1411	1.6589	1.2880
0.5834	9.1304	630	1.6729	0.1411	1.6729	1.2934
0.5834	9.1594	632	1.6814	0.1411	1.6814	1.2967
0.5834	9.1884	634	1.6880	0.1411	1.6880	1.2992
0.5834	9.2174	636	1.7015	0.1411	1.7015	1.3044
0.5834	9.2464	638	1.7024	0.1411	1.7024	1.3048
0.5834	9.2754	640	1.7062	0.1411	1.7062	1.3062
0.5834	9.3043	642	1.6960	0.1411	1.6960	1.3023
0.5834	9.3333	644	1.6912	0.1411	1.6912	1.3005
0.5834	9.3623	646	1.6860	0.1411	1.6860	1.2985
0.5834	9.3913	648	1.6896	0.1411	1.6896	1.2998
0.5834	9.4203	650	1.6817	0.1411	1.6817	1.2968
0.5834	9.4493	652	1.6704	0.1411	1.6704	1.2924
0.5834	9.4783	654	1.6547	0.1411	1.6547	1.2863
0.5834	9.5072	656	1.6488	0.1411	1.6488	1.2841
0.5834	9.5362	658	1.6465	0.1411	1.6465	1.2832
0.5834	9.5652	660	1.6401	0.1411	1.6401	1.2807
0.5834	9.5942	662	1.6357	0.1411	1.6357	1.2790
0.5834	9.6232	664	1.6310	0.1411	1.6310	1.2771
0.5834	9.6522	666	1.6255	0.1411	1.6255	1.2749
0.5834	9.6812	668	1.6193	0.1411	1.6193	1.2725
0.5834	9.7101	670	1.6178	0.1411	1.6178	1.2719
0.5834	9.7391	672	1.6173	0.1411	1.6173	1.2717
0.5834	9.7681	674	1.6196	0.1411	1.6196	1.2727
0.5834	9.7971	676	1.6198	0.1411	1.6198	1.2727
0.5834	9.8261	678	1.6205	0.1411	1.6205	1.2730
0.5834	9.8551	680	1.6191	0.1411	1.6191	1.2724
0.5834	9.8841	682	1.6188	0.1411	1.6188	1.2723
0.5834	9.9130	684	1.6181	0.1411	1.6181	1.2721
0.5834	9.9420	686	1.6175	0.1411	1.6175	1.2718
0.5834	9.9710	688	1.6166	0.1411	1.6166	1.2715
0.5834	10.0	690	1.6163	0.1411	1.6163	1.2713

Framework versions

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