ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.9264
• Qwk: -0.0828
• Mse: 0.9264
• Rmse: 0.9625

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	0.0465	2	3.8746	-0.0057	3.8746	1.9684
No log	0.0930	4	2.1270	0.0104	2.1270	1.4584
No log	0.1395	6	1.6808	0.0560	1.6808	1.2965
No log	0.1860	8	1.4260	0.0230	1.4260	1.1942
No log	0.2326	10	1.0257	-0.1632	1.0257	1.0128
No log	0.2791	12	0.8937	-0.1253	0.8937	0.9454
No log	0.3256	14	1.1692	0.0119	1.1692	1.0813
No log	0.3721	16	1.7046	-0.0271	1.7046	1.3056
No log	0.4186	18	1.6561	0.0	1.6561	1.2869
No log	0.4651	20	1.3765	0.0	1.3765	1.1733
No log	0.5116	22	1.0437	0.0279	1.0437	1.0216
No log	0.5581	24	0.9838	0.0083	0.9838	0.9919
No log	0.6047	26	0.8897	-0.1265	0.8897	0.9432
No log	0.6512	28	0.7826	-0.0101	0.7826	0.8846
No log	0.6977	30	0.7472	0.0	0.7472	0.8644
No log	0.7442	32	0.8298	-0.2278	0.8298	0.9110
No log	0.7907	34	1.0278	-0.1019	1.0278	1.0138
No log	0.8372	36	1.0332	-0.0133	1.0332	1.0165
No log	0.8837	38	1.0292	-0.0411	1.0292	1.0145
No log	0.9302	40	1.0409	-0.0704	1.0409	1.0202
No log	0.9767	42	1.0606	-0.0149	1.0606	1.0298
No log	1.0233	44	0.9490	-0.1282	0.9490	0.9742
No log	1.0698	46	0.9441	-0.0977	0.9441	0.9717
No log	1.1163	48	1.0271	-0.0728	1.0271	1.0135
No log	1.1628	50	1.0936	-0.0728	1.0936	1.0458
No log	1.2093	52	1.0124	-0.0899	1.0124	1.0062
No log	1.2558	54	0.8900	-0.0008	0.8900	0.9434
No log	1.3023	56	0.9806	-0.0854	0.9806	0.9902
No log	1.3488	58	1.1475	-0.0720	1.1475	1.0712
No log	1.3953	60	1.1381	-0.0468	1.1381	1.0668
No log	1.4419	62	1.1597	-0.0457	1.1597	1.0769
No log	1.4884	64	0.9960	-0.1226	0.9960	0.9980
No log	1.5349	66	0.9226	0.0188	0.9226	0.9605
No log	1.5814	68	0.9944	-0.0439	0.9944	0.9972
No log	1.6279	70	1.1463	-0.1092	1.1463	1.0707
No log	1.6744	72	1.3873	-0.1566	1.3873	1.1779
No log	1.7209	74	1.4522	-0.1461	1.4522	1.2051
No log	1.7674	76	1.1870	-0.0253	1.1870	1.0895
No log	1.8140	78	1.0671	-0.0545	1.0671	1.0330
No log	1.8605	80	0.9578	0.0476	0.9578	0.9787
No log	1.9070	82	0.7637	0.1627	0.7637	0.8739
No log	1.9535	84	0.7463	0.1691	0.7463	0.8639
No log	2.0	86	0.9132	-0.0056	0.9132	0.9556
No log	2.0465	88	1.3593	-0.0209	1.3593	1.1659
No log	2.0930	90	1.6832	0.0756	1.6832	1.2974
No log	2.1395	92	1.4866	-0.0253	1.4866	1.2193
No log	2.1860	94	1.1460	-0.0992	1.1460	1.0705
No log	2.2326	96	0.9173	-0.0163	0.9173	0.9578
No log	2.2791	98	0.9201	0.0748	0.9201	0.9592
No log	2.3256	100	1.2842	0.0283	1.2842	1.1332
No log	2.3721	102	1.6574	0.0322	1.6574	1.2874
No log	2.4186	104	1.4775	0.0468	1.4775	1.2155
No log	2.4651	106	1.4069	0.0237	1.4069	1.1861
No log	2.5116	108	1.1184	0.0587	1.1184	1.0576
No log	2.5581	110	0.8760	0.0289	0.8760	0.9359
No log	2.6047	112	0.9389	-0.0035	0.9389	0.9690
No log	2.6512	114	0.9274	0.0022	0.9274	0.9630
No log	2.6977	116	1.1474	-0.0169	1.1474	1.0712
No log	2.7442	118	1.5133	-0.0105	1.5133	1.2302
No log	2.7907	120	1.5245	0.0140	1.5245	1.2347
No log	2.8372	122	1.3666	-0.0029	1.3666	1.1690
No log	2.8837	124	1.1172	-0.0211	1.1172	1.0570
No log	2.9302	126	0.9981	-0.0260	0.9981	0.9991
No log	2.9767	128	1.0349	-0.0178	1.0349	1.0173
No log	3.0233	130	1.1812	-0.0094	1.1812	1.0868
No log	3.0698	132	1.4659	-0.0883	1.4659	1.2108
No log	3.1163	134	1.5141	-0.1201	1.5141	1.2305
No log	3.1628	136	1.2491	-0.0181	1.2491	1.1176
No log	3.2093	138	1.0348	0.0168	1.0348	1.0173
No log	3.2558	140	0.9874	-0.0021	0.9874	0.9937
No log	3.3023	142	1.0503	0.0529	1.0503	1.0248
No log	3.3488	144	1.5143	0.0513	1.5143	1.2306
No log	3.3953	146	2.1213	0.0425	2.1213	1.4565
No log	3.4419	148	1.9418	0.0317	1.9418	1.3935
No log	3.4884	150	1.4577	0.0035	1.4577	1.2073
No log	3.5349	152	1.1234	0.1362	1.1234	1.0599
No log	3.5814	154	1.0499	0.0064	1.0499	1.0246
No log	3.6279	156	1.0630	-0.0816	1.0630	1.0310
No log	3.6744	158	1.0691	-0.0903	1.0691	1.0340
No log	3.7209	160	1.3209	0.0448	1.3209	1.1493
No log	3.7674	162	1.6235	-0.0719	1.6235	1.2741
No log	3.8140	164	1.6645	-0.0938	1.6645	1.2902
No log	3.8605	166	1.6999	-0.0966	1.6999	1.3038
No log	3.9070	168	1.5135	-0.0966	1.5135	1.2303
No log	3.9535	170	1.2714	0.0860	1.2714	1.1276
No log	4.0	172	1.1391	0.0860	1.1391	1.0673
No log	4.0465	174	1.1523	0.0899	1.1523	1.0735
No log	4.0930	176	1.1953	0.0760	1.1953	1.0933
No log	4.1395	178	1.3814	-0.0165	1.3814	1.1753
No log	4.1860	180	1.4955	-0.0473	1.4955	1.2229
No log	4.2326	182	1.3740	-0.0460	1.3740	1.1722
No log	4.2791	184	1.2671	0.0200	1.2671	1.1257
No log	4.3256	186	1.2266	0.0200	1.2266	1.1075
No log	4.3721	188	1.1272	0.0668	1.1272	1.0617
No log	4.4186	190	1.0582	0.0078	1.0582	1.0287
No log	4.4651	192	0.9932	-0.0453	0.9932	0.9966
No log	4.5116	194	0.9792	-0.0453	0.9792	0.9895
No log	4.5581	196	1.0646	0.0324	1.0646	1.0318
No log	4.6047	198	1.3538	0.0061	1.3538	1.1635
No log	4.6512	200	1.7909	0.0026	1.7909	1.3382
No log	4.6977	202	1.7923	0.0038	1.7923	1.3388
No log	4.7442	204	1.4181	0.0428	1.4181	1.1909
No log	4.7907	206	1.0550	0.0692	1.0550	1.0271
No log	4.8372	208	0.8549	0.0041	0.8549	0.9246
No log	4.8837	210	0.7897	0.0600	0.7897	0.8886
No log	4.9302	212	0.8453	0.0909	0.8453	0.9194
No log	4.9767	214	0.9595	0.1196	0.9595	0.9795
No log	5.0233	216	0.9527	0.0438	0.9527	0.9761
No log	5.0698	218	0.9191	0.0961	0.9191	0.9587
No log	5.1163	220	1.0305	0.1268	1.0305	1.0151
No log	5.1628	222	1.1248	0.1839	1.1248	1.0606
No log	5.2093	224	1.1922	0.1077	1.1922	1.0919
No log	5.2558	226	1.4800	0.0167	1.4800	1.2165
No log	5.3023	228	1.4964	0.0133	1.4964	1.2233
No log	5.3488	230	1.1464	0.1399	1.1464	1.0707
No log	5.3953	232	0.8314	0.0123	0.8314	0.9118
No log	5.4419	234	0.8060	-0.1121	0.8060	0.8978
No log	5.4884	236	0.8149	-0.0686	0.8149	0.9027
No log	5.5349	238	0.8363	-0.0283	0.8363	0.9145
No log	5.5814	240	1.0831	0.0596	1.0831	1.0407
No log	5.6279	242	1.3049	0.1086	1.3049	1.1423
No log	5.6744	244	1.2924	0.1389	1.2924	1.1369
No log	5.7209	246	1.0085	0.0692	1.0085	1.0042
No log	5.7674	248	0.8832	0.0146	0.8832	0.9398
No log	5.8140	250	0.9127	0.0880	0.9127	0.9554
No log	5.8605	252	0.9623	0.1188	0.9623	0.9810
No log	5.9070	254	0.9988	0.0348	0.9988	0.9994
No log	5.9535	256	1.0974	0.0605	1.0974	1.0476
No log	6.0	258	1.0912	0.0605	1.0912	1.0446
No log	6.0465	260	0.9952	0.0081	0.9952	0.9976
No log	6.0930	262	0.9813	0.0181	0.9813	0.9906
No log	6.1395	264	0.9789	0.0403	0.9789	0.9894
No log	6.1860	266	1.1739	0.0175	1.1739	1.0835
No log	6.2326	268	1.3136	0.0089	1.3136	1.1461
No log	6.2791	270	1.3347	0.0569	1.3347	1.1553
No log	6.3256	272	1.1895	0.0764	1.1895	1.0906
No log	6.3721	274	0.9660	0.0348	0.9660	0.9829
No log	6.4186	276	0.8989	0.0392	0.8989	0.9481
No log	6.4651	278	0.9451	0.0642	0.9451	0.9722
No log	6.5116	280	0.9551	0.0486	0.9551	0.9773
No log	6.5581	282	0.9704	0.0515	0.9704	0.9851
No log	6.6047	284	0.9900	0.0207	0.9900	0.9950
No log	6.6512	286	0.8808	0.0917	0.8808	0.9385
No log	6.6977	288	0.9135	-0.0207	0.9135	0.9557
No log	6.7442	290	0.9559	-0.0215	0.9559	0.9777
No log	6.7907	292	1.0237	0.0336	1.0237	1.0118
No log	6.8372	294	1.1484	0.0502	1.1484	1.0716
No log	6.8837	296	0.9698	0.0786	0.9698	0.9848
No log	6.9302	298	0.7793	0.0282	0.7793	0.8828
No log	6.9767	300	0.8842	-0.0061	0.8842	0.9403
No log	7.0233	302	1.0768	-0.0079	1.0768	1.0377
No log	7.0698	304	1.0388	-0.0521	1.0388	1.0192
No log	7.1163	306	0.8588	-0.0280	0.8588	0.9267
No log	7.1628	308	0.9199	0.0525	0.9199	0.9591
No log	7.2093	310	1.1956	0.1044	1.1956	1.0934
No log	7.2558	312	1.1933	0.0729	1.1933	1.0924
No log	7.3023	314	1.0028	0.1065	1.0028	1.0014
No log	7.3488	316	0.8370	-0.0209	0.8370	0.9149
No log	7.3953	318	0.8709	0.0376	0.8709	0.9332
No log	7.4419	320	0.8926	-0.0149	0.8926	0.9448
No log	7.4884	322	1.0492	0.0719	1.0492	1.0243
No log	7.5349	324	1.2198	0.0331	1.2198	1.1045
No log	7.5814	326	1.1459	0.0659	1.1459	1.0705
No log	7.6279	328	0.9283	0.0642	0.9283	0.9635
No log	7.6744	330	0.8897	0.0407	0.8897	0.9432
No log	7.7209	332	0.9433	0.1445	0.9433	0.9712
No log	7.7674	334	1.0773	0.0486	1.0773	1.0379
No log	7.8140	336	1.0933	0.0810	1.0933	1.0456
No log	7.8605	338	0.9937	0.0636	0.9937	0.9968
No log	7.9070	340	0.9282	-0.0215	0.9282	0.9634
No log	7.9535	342	0.9552	0.0676	0.9552	0.9773
No log	8.0	344	1.0824	0.0498	1.0824	1.0404
No log	8.0465	346	1.1404	0.0443	1.1404	1.0679
No log	8.0930	348	1.1069	0.0129	1.1069	1.0521
No log	8.1395	350	0.9218	0.0711	0.9218	0.9601
No log	8.1860	352	0.8942	0.0786	0.8942	0.9456
No log	8.2326	354	0.9646	0.0676	0.9646	0.9821
No log	8.2791	356	1.1748	0.0979	1.1748	1.0839
No log	8.3256	358	1.2338	0.0258	1.2338	1.1108
No log	8.3721	360	1.0694	0.0839	1.0694	1.0341
No log	8.4186	362	0.8532	0.0456	0.8532	0.9237
No log	8.4651	364	0.8526	-0.0978	0.8526	0.9234
No log	8.5116	366	0.8877	0.0880	0.8877	0.9422
No log	8.5581	368	1.0500	0.0587	1.0500	1.0247
No log	8.6047	370	1.2257	0.0835	1.2257	1.1071
No log	8.6512	372	1.1550	0.0481	1.1550	1.0747
No log	8.6977	374	0.9806	0.0847	0.9806	0.9903
No log	8.7442	376	0.9424	-0.1006	0.9424	0.9708
No log	8.7907	378	0.9424	-0.1308	0.9424	0.9708
No log	8.8372	380	0.8905	-0.0844	0.8905	0.9437
No log	8.8837	382	0.9216	0.0424	0.9216	0.9600
No log	8.9302	384	1.0063	0.1311	1.0063	1.0031
No log	8.9767	386	1.0161	0.1225	1.0161	1.0080
No log	9.0233	388	1.1440	0.0977	1.1440	1.0696
No log	9.0698	390	1.1716	0.0666	1.1716	1.0824
No log	9.1163	392	1.0392	0.0249	1.0392	1.0194
No log	9.1628	394	0.9333	-0.0595	0.9333	0.9661
No log	9.2093	396	0.8975	-0.0605	0.8975	0.9474
No log	9.2558	398	0.8788	0.0068	0.8788	0.9374
No log	9.3023	400	0.9124	0.0346	0.9124	0.9552
No log	9.3488	402	1.0919	0.1042	1.0919	1.0450
No log	9.3953	404	1.1094	0.0687	1.1094	1.0533
No log	9.4419	406	0.9868	0.0711	0.9868	0.9934
No log	9.4884	408	0.9086	-0.0408	0.9086	0.9532
No log	9.5349	410	0.9238	-0.0031	0.9238	0.9612
No log	9.5814	412	1.0562	0.0587	1.0562	1.0277
No log	9.6279	414	1.2763	0.0521	1.2763	1.1298
No log	9.6744	416	1.2610	0.0506	1.2610	1.1229
No log	9.7209	418	1.0451	0.0556	1.0451	1.0223
No log	9.7674	420	0.8901	-0.0767	0.8901	0.9435
No log	9.8140	422	0.8791	-0.0767	0.8791	0.9376
No log	9.8605	424	0.9508	0.0362	0.9508	0.9751
No log	9.9070	426	1.0512	0.1184	1.0512	1.0253
No log	9.9535	428	1.0813	0.0852	1.0813	1.0398
No log	10.0	430	1.0073	0.1297	1.0073	1.0037
No log	10.0465	432	1.0289	0.1297	1.0289	1.0144
No log	10.0930	434	1.0612	0.1594	1.0612	1.0301
No log	10.1395	436	1.1055	0.1148	1.1055	1.0514
No log	10.1860	438	0.9435	0.1065	0.9435	0.9713
No log	10.2326	440	0.8854	0.0456	0.8854	0.9410
No log	10.2791	442	0.9230	0.0333	0.9230	0.9607
No log	10.3256	444	1.0401	0.0526	1.0401	1.0198
No log	10.3721	446	1.1871	-0.0013	1.1871	1.0895
No log	10.4186	448	1.1312	-0.0013	1.1312	1.0636
No log	10.4651	450	0.9247	-0.0076	0.9247	0.9616
No log	10.5116	452	0.9105	-0.0985	0.9105	0.9542
No log	10.5581	454	0.9422	-0.0744	0.9422	0.9707
No log	10.6047	456	0.9184	-0.0991	0.9184	0.9583
No log	10.6512	458	0.9379	-0.0008	0.9379	0.9684
No log	10.6977	460	1.1418	0.0778	1.1418	1.0685
No log	10.7442	462	1.1337	0.0778	1.1337	1.0647
No log	10.7907	464	0.9411	-0.0031	0.9411	0.9701
No log	10.8372	466	0.9085	-0.0844	0.9085	0.9532
No log	10.8837	468	0.9039	-0.0741	0.9039	0.9507
No log	10.9302	470	0.8483	-0.1939	0.8483	0.9210
No log	10.9767	472	0.8154	-0.0390	0.8154	0.9030
No log	11.0233	474	0.8532	-0.0008	0.8532	0.9237
No log	11.0698	476	0.8711	-0.0056	0.8711	0.9333
No log	11.1163	478	0.8673	-0.0373	0.8673	0.9313
No log	11.1628	480	0.8837	-0.0376	0.8837	0.9401
No log	11.2093	482	0.8971	0.0377	0.8971	0.9472
No log	11.2558	484	0.9171	0.0627	0.9171	0.9576
No log	11.3023	486	1.0539	0.0486	1.0539	1.0266
No log	11.3488	488	1.0209	0.0778	1.0209	1.0104
No log	11.3953	490	0.8952	0.0576	0.8952	0.9462
No log	11.4419	492	0.8151	0.1243	0.8151	0.9028
No log	11.4884	494	0.8330	0.0786	0.8330	0.9127
No log	11.5349	496	0.7898	0.1291	0.7898	0.8887
No log	11.5814	498	0.7994	-0.0295	0.7994	0.8941
0.3718	11.6279	500	0.8231	-0.0731	0.8231	0.9072
0.3718	11.6744	502	0.8242	-0.0743	0.8242	0.9079
0.3718	11.7209	504	0.8383	0.0793	0.8383	0.9156
0.3718	11.7674	506	0.8621	0.0609	0.8621	0.9285
0.3718	11.8140	508	0.8649	0.0642	0.8649	0.9300
0.3718	11.8605	510	0.9147	0.0609	0.9147	0.9564
0.3718	11.9070	512	0.9062	0.0609	0.9062	0.9519
0.3718	11.9535	514	0.9488	0.0250	0.9488	0.9741
0.3718	12.0	516	0.9135	0.0719	0.9135	0.9558
0.3718	12.0465	518	0.8901	0.0727	0.8901	0.9435
0.3718	12.0930	520	0.9037	0.0719	0.9037	0.9507
0.3718	12.1395	522	0.9207	0.0684	0.9207	0.9595
0.3718	12.1860	524	0.9455	0.0676	0.9455	0.9724
0.3718	12.2326	526	0.8840	0.0392	0.8840	0.9402
0.3718	12.2791	528	0.8860	-0.0240	0.8860	0.9413
0.3718	12.3256	530	0.8981	-0.0186	0.8981	0.9477
0.3718	12.3721	532	0.9049	0.0362	0.9049	0.9512
0.3718	12.4186	534	0.9059	0.0304	0.9059	0.9518
0.3718	12.4651	536	0.9063	0.0304	0.9063	0.9520
0.3718	12.5116	538	0.8899	0.0333	0.8899	0.9433
0.3718	12.5581	540	0.8740	0.0333	0.8740	0.9349
0.3718	12.6047	542	0.8900	0.0333	0.8900	0.9434
0.3718	12.6512	544	0.8922	-0.0605	0.8922	0.9446
0.3718	12.6977	546	0.9015	-0.0073	0.9015	0.9495
0.3718	12.7442	548	0.8927	-0.0023	0.8927	0.9448
0.3718	12.7907	550	0.8619	-0.0629	0.8619	0.9284
0.3718	12.8372	552	0.8830	0.0016	0.8830	0.9397
0.3718	12.8837	554	1.0901	-0.0200	1.0901	1.0441
0.3718	12.9302	556	1.1476	-0.0595	1.1476	1.0713
0.3718	12.9767	558	1.2011	0.0329	1.2011	1.0959
0.3718	13.0233	560	1.0440	-0.0236	1.0440	1.0218
0.3718	13.0698	562	0.8529	0.0041	0.8529	0.9235
0.3718	13.1163	564	0.8384	-0.0767	0.8384	0.9156
0.3718	13.1628	566	0.8534	-0.1140	0.8534	0.9238
0.3718	13.2093	568	0.8577	-0.0767	0.8577	0.9261
0.3718	13.2558	570	0.8976	-0.0101	0.8976	0.9474
0.3718	13.3023	572	0.9606	0.0260	0.9606	0.9801
0.3718	13.3488	574	0.9731	-0.0052	0.9731	0.9865
0.3718	13.3953	576	1.0021	-0.0667	1.0021	1.0010
0.3718	13.4419	578	1.0222	-0.0630	1.0222	1.0110
0.3718	13.4884	580	1.1255	0.0350	1.1255	1.0609
0.3718	13.5349	582	1.3780	-0.0266	1.3780	1.1739
0.3718	13.5814	584	1.5185	-0.0311	1.5185	1.2323
0.3718	13.6279	586	1.3171	-0.0216	1.3171	1.1476
0.3718	13.6744	588	1.1254	0.0013	1.1254	1.0609
0.3718	13.7209	590	1.0098	-0.0190	1.0098	1.0049
0.3718	13.7674	592	0.9924	-0.0954	0.9924	0.9962
0.3718	13.8140	594	1.0263	-0.1560	1.0263	1.0130
0.3718	13.8605	596	0.9949	-0.0646	0.9949	0.9975
0.3718	13.9070	598	0.9584	-0.0073	0.9584	0.9790
0.3718	13.9535	600	0.9134	-0.0322	0.9134	0.9557
0.3718	14.0	602	0.9204	0.0320	0.9204	0.9594
0.3718	14.0465	604	0.9693	0.0169	0.9693	0.9845
0.3718	14.0930	606	0.9648	0.0169	0.9648	0.9823
0.3718	14.1395	608	0.8899	0.0692	0.8899	0.9434
0.3718	14.1860	610	0.8473	-0.0778	0.8473	0.9205
0.3718	14.2326	612	0.8176	-0.1191	0.8176	0.9042
0.3718	14.2791	614	0.8237	-0.1184	0.8237	0.9076
0.3718	14.3256	616	0.8350	-0.1191	0.8350	0.9138
0.3718	14.3721	618	0.8833	-0.0008	0.8833	0.9398
0.3718	14.4186	620	0.9874	0.0498	0.9874	0.9937
0.3718	14.4651	622	0.9650	0.0498	0.9650	0.9823
0.3718	14.5116	624	0.9006	0.0224	0.9006	0.9490
0.3718	14.5581	626	0.8774	0.1025	0.8774	0.9367
0.3718	14.6047	628	0.8871	0.1354	0.8871	0.9418
0.3718	14.6512	630	0.9895	0.1189	0.9895	0.9947
0.3718	14.6977	632	1.0919	0.0747	1.0919	1.0450
0.3718	14.7442	634	1.0257	0.0443	1.0257	1.0128
0.3718	14.7907	636	0.9122	-0.0440	0.9122	0.9551
0.3718	14.8372	638	0.9094	-0.0706	0.9094	0.9536
0.3718	14.8837	640	0.9330	-0.1337	0.9330	0.9659
0.3718	14.9302	642	0.9157	-0.1038	0.9157	0.9569
0.3718	14.9767	644	0.9087	-0.0442	0.9087	0.9533
0.3718	15.0233	646	0.9462	-0.0490	0.9462	0.9727
0.3718	15.0698	648	0.9811	0.0545	0.9811	0.9905
0.3718	15.1163	650	0.9819	0.0486	0.9819	0.9909
0.3718	15.1628	652	0.9077	-0.0474	0.9077	0.9527
0.3718	15.2093	654	0.8801	-0.1197	0.8801	0.9381
0.3718	15.2558	656	0.8879	-0.1197	0.8879	0.9423
0.3718	15.3023	658	0.9052	-0.1200	0.9052	0.9514
0.3718	15.3488	660	0.9032	-0.0788	0.9032	0.9504
0.3718	15.3953	662	0.9264	-0.0828	0.9264	0.9625

Framework versions

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