ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k1_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: 0.9308
• Qwk: 0.6294
• Mse: 0.9308
• Rmse: 0.9648

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	0.25	2	6.8980	0.0062	6.8980	2.6264
No log	0.5	4	4.5032	0.0803	4.5032	2.1221
No log	0.75	6	2.7820	0.0870	2.7820	1.6679
No log	1.0	8	2.0780	0.1406	2.0780	1.4415
No log	1.25	10	1.7734	0.1905	1.7734	1.3317
No log	1.5	12	1.8253	0.1143	1.8253	1.3510
No log	1.75	14	1.7649	0.0784	1.7649	1.3285
No log	2.0	16	1.7503	0.0777	1.7503	1.3230
No log	2.25	18	1.6834	0.0777	1.6834	1.2975
No log	2.5	20	1.6634	0.1682	1.6634	1.2897
No log	2.75	22	1.9101	0.2258	1.9101	1.3821
No log	3.0	24	1.5330	0.2545	1.5330	1.2382
No log	3.25	26	1.4600	0.2727	1.4600	1.2083
No log	3.5	28	1.6120	0.1154	1.6120	1.2696
No log	3.75	30	1.6242	0.1887	1.6242	1.2744
No log	4.0	32	1.3895	0.2593	1.3895	1.1788
No log	4.25	34	1.2827	0.3793	1.2827	1.1326
No log	4.5	36	1.2691	0.4098	1.2691	1.1265
No log	4.75	38	1.1431	0.4793	1.1431	1.0692
No log	5.0	40	1.1334	0.5203	1.1334	1.0646
No log	5.25	42	1.2489	0.544	1.2489	1.1176
No log	5.5	44	1.3017	0.5397	1.3017	1.1409
No log	5.75	46	1.2543	0.5920	1.2543	1.1199
No log	6.0	48	1.1152	0.5410	1.1152	1.0560
No log	6.25	50	1.0541	0.5736	1.0541	1.0267
No log	6.5	52	1.1900	0.5512	1.1900	1.0909
No log	6.75	54	1.2390	0.4754	1.2390	1.1131
No log	7.0	56	1.2169	0.4959	1.2169	1.1031
No log	7.25	58	1.2214	0.5039	1.2214	1.1051
No log	7.5	60	1.1836	0.5079	1.1836	1.0879
No log	7.75	62	1.1194	0.5271	1.1194	1.0580
No log	8.0	64	1.1011	0.5385	1.1011	1.0493
No log	8.25	66	1.1684	0.4806	1.1684	1.0809
No log	8.5	68	1.1300	0.5152	1.1300	1.0630
No log	8.75	70	0.9915	0.5846	0.9915	0.9958
No log	9.0	72	0.9951	0.6107	0.9951	0.9976
No log	9.25	74	1.1392	0.5079	1.1392	1.0673
No log	9.5	76	1.2848	0.4769	1.2848	1.1335
No log	9.75	78	1.2307	0.5143	1.2307	1.1094
No log	10.0	80	0.9544	0.6316	0.9544	0.9769
No log	10.25	82	0.8980	0.6892	0.8980	0.9476
No log	10.5	84	0.9429	0.7027	0.9429	0.9710
No log	10.75	86	1.0107	0.6093	1.0107	1.0053
No log	11.0	88	1.0330	0.6197	1.0330	1.0164
No log	11.25	90	1.2262	0.5161	1.2262	1.1074
No log	11.5	92	1.2768	0.5	1.2768	1.1299
No log	11.75	94	1.2512	0.5344	1.2512	1.1186
No log	12.0	96	1.1698	0.5390	1.1698	1.0816
No log	12.25	98	0.9968	0.6232	0.9968	0.9984
No log	12.5	100	0.9554	0.5865	0.9554	0.9774
No log	12.75	102	0.9285	0.6029	0.9285	0.9636
No log	13.0	104	1.0169	0.5906	1.0169	1.0084
No log	13.25	106	1.0032	0.6369	1.0032	1.0016
No log	13.5	108	0.9190	0.6490	0.9190	0.9587
No log	13.75	110	0.8977	0.6667	0.8977	0.9475
No log	14.0	112	0.9628	0.6667	0.9628	0.9812
No log	14.25	114	1.0912	0.6541	1.0912	1.0446
No log	14.5	116	1.0624	0.6667	1.0624	1.0307
No log	14.75	118	0.9651	0.6951	0.9651	0.9824
No log	15.0	120	0.9726	0.6797	0.9726	0.9862
No log	15.25	122	1.1802	0.6027	1.1802	1.0864
No log	15.5	124	1.2824	0.5180	1.2824	1.1324
No log	15.75	126	1.1884	0.5833	1.1884	1.0901
No log	16.0	128	1.0256	0.5899	1.0256	1.0127
No log	16.25	130	0.9725	0.5735	0.9725	0.9861
No log	16.5	132	1.0033	0.6197	1.0033	1.0017
No log	16.75	134	1.1620	0.5752	1.1620	1.0779
No log	17.0	136	1.2548	0.5752	1.2548	1.1202
No log	17.25	138	1.1664	0.5578	1.1664	1.0800
No log	17.5	140	0.9294	0.6176	0.9294	0.9641
No log	17.75	142	0.8379	0.6423	0.8379	0.9154
No log	18.0	144	0.8484	0.6338	0.8484	0.9211
No log	18.25	146	0.8609	0.6383	0.8609	0.9279
No log	18.5	148	0.8890	0.6131	0.8890	0.9429
No log	18.75	150	0.9298	0.5899	0.9298	0.9642
No log	19.0	152	0.9087	0.625	0.9087	0.9533
No log	19.25	154	0.8191	0.6712	0.8191	0.9051
No log	19.5	156	0.8213	0.6667	0.8213	0.9063
No log	19.75	158	0.8549	0.6099	0.8549	0.9246
No log	20.0	160	0.9416	0.6197	0.9416	0.9704
No log	20.25	162	1.0325	0.6099	1.0325	1.0161
No log	20.5	164	1.0686	0.5816	1.0686	1.0337
No log	20.75	166	1.0372	0.5942	1.0372	1.0184
No log	21.0	168	0.9533	0.6087	0.9533	0.9764
No log	21.25	170	0.9393	0.625	0.9393	0.9692
No log	21.5	172	0.9905	0.6259	0.9905	0.9952
No log	21.75	174	0.9912	0.6111	0.9912	0.9956
No log	22.0	176	1.0298	0.6014	1.0298	1.0148
No log	22.25	178	1.1063	0.6111	1.1063	1.0518
No log	22.5	180	1.0298	0.6331	1.0298	1.0148
No log	22.75	182	1.0049	0.625	1.0049	1.0025
No log	23.0	184	1.0078	0.6364	1.0078	1.0039
No log	23.25	186	1.0970	0.6429	1.0970	1.0474
No log	23.5	188	1.1160	0.6093	1.1160	1.0564
No log	23.75	190	0.9598	0.6164	0.9598	0.9797
No log	24.0	192	0.8025	0.6667	0.8025	0.8958
No log	24.25	194	0.7937	0.6901	0.7937	0.8909
No log	24.5	196	0.9502	0.6040	0.9502	0.9748
No log	24.75	198	1.0811	0.5828	1.0811	1.0397
No log	25.0	200	0.9988	0.6294	0.9988	0.9994
No log	25.25	202	0.9341	0.6429	0.9341	0.9665
No log	25.5	204	0.9300	0.6471	0.9300	0.9643
No log	25.75	206	0.9399	0.6471	0.9399	0.9695
No log	26.0	208	1.0117	0.6383	1.0117	1.0058
No log	26.25	210	1.0078	0.6383	1.0078	1.0039
No log	26.5	212	0.9679	0.6621	0.9679	0.9838
No log	26.75	214	1.0071	0.6622	1.0071	1.0035
No log	27.0	216	1.1338	0.5513	1.1338	1.0648
No log	27.25	218	1.3859	0.5444	1.3859	1.1773
No log	27.5	220	1.3685	0.5157	1.3685	1.1698
No log	27.75	222	1.1660	0.5957	1.1660	1.0798
No log	28.0	224	0.9658	0.5512	0.9658	0.9828
No log	28.25	226	0.8880	0.6202	0.8880	0.9423
No log	28.5	228	0.8966	0.6389	0.8966	0.9469
No log	28.75	230	1.0991	0.6154	1.0991	1.0484
No log	29.0	232	1.2645	0.6163	1.2645	1.1245
No log	29.25	234	1.2078	0.6265	1.2078	1.0990
No log	29.5	236	0.9913	0.6533	0.9913	0.9957
No log	29.75	238	0.8057	0.6575	0.8057	0.8976
No log	30.0	240	0.7438	0.6713	0.7438	0.8625
No log	30.25	242	0.7517	0.6849	0.7517	0.8670
No log	30.5	244	0.7981	0.6713	0.7981	0.8933
No log	30.75	246	0.9072	0.6395	0.9072	0.9525
No log	31.0	248	0.9945	0.6207	0.9945	0.9972
No log	31.25	250	1.0466	0.6029	1.0466	1.0230
No log	31.5	252	1.0223	0.5865	1.0223	1.0111
No log	31.75	254	0.9272	0.6212	0.9272	0.9629
No log	32.0	256	0.8163	0.5938	0.8163	0.9035
No log	32.25	258	0.7644	0.6475	0.7644	0.8743
No log	32.5	260	0.7999	0.6338	0.7999	0.8944
No log	32.75	262	0.8568	0.6241	0.8568	0.9256
No log	33.0	264	0.9164	0.6241	0.9164	0.9573
No log	33.25	266	0.9449	0.6056	0.9449	0.9721
No log	33.5	268	0.9136	0.6222	0.9136	0.9558
No log	33.75	270	0.9061	0.6061	0.9061	0.9519
No log	34.0	272	0.8625	0.5984	0.8625	0.9287
No log	34.25	274	0.8544	0.6357	0.8544	0.9243
No log	34.5	276	0.8811	0.6412	0.8811	0.9387
No log	34.75	278	0.9936	0.6573	0.9936	0.9968
No log	35.0	280	1.1226	0.5960	1.1226	1.0595
No log	35.25	282	1.1349	0.5789	1.1349	1.0653
No log	35.5	284	1.0247	0.6389	1.0247	1.0123
No log	35.75	286	0.8807	0.6418	0.8807	0.9385
No log	36.0	288	0.8286	0.6107	0.8286	0.9103
No log	36.25	290	0.8082	0.6618	0.8082	0.8990
No log	36.5	292	0.8301	0.6569	0.8301	0.9111
No log	36.75	294	0.9361	0.6443	0.9361	0.9675
No log	37.0	296	1.0572	0.625	1.0572	1.0282
No log	37.25	298	1.0652	0.625	1.0652	1.0321
No log	37.5	300	1.0011	0.6111	1.0011	1.0006
No log	37.75	302	0.9157	0.6308	0.9157	0.9569
No log	38.0	304	0.8756	0.6364	0.8756	0.9357
No log	38.25	306	0.8725	0.6364	0.8725	0.9341
No log	38.5	308	0.9020	0.5797	0.9020	0.9497
No log	38.75	310	0.9583	0.6443	0.9583	0.9789
No log	39.0	312	0.9836	0.6710	0.9836	0.9918
No log	39.25	314	0.9315	0.6351	0.9315	0.9652
No log	39.5	316	0.8801	0.6575	0.8801	0.9381
No log	39.75	318	0.8378	0.6667	0.8378	0.9153
No log	40.0	320	0.8271	0.6667	0.8271	0.9094
No log	40.25	322	0.8519	0.6277	0.8519	0.9230
No log	40.5	324	0.9128	0.6143	0.9128	0.9554
No log	40.75	326	1.0337	0.6259	1.0337	1.0167
No log	41.0	328	1.1762	0.6309	1.1762	1.0845
No log	41.25	330	1.1953	0.6174	1.1953	1.0933
No log	41.5	332	1.1096	0.6259	1.1096	1.0534
No log	41.75	334	0.9853	0.6056	0.9853	0.9926
No log	42.0	336	0.8625	0.6286	0.8625	0.9287
No log	42.25	338	0.7927	0.6418	0.7927	0.8903
No log	42.5	340	0.7697	0.6569	0.7697	0.8773
No log	42.75	342	0.7883	0.6620	0.7883	0.8878
No log	43.0	344	0.8850	0.6351	0.8850	0.9408
No log	43.25	346	0.9401	0.6443	0.9401	0.9696
No log	43.5	348	0.8661	0.6443	0.8661	0.9307
No log	43.75	350	0.8025	0.6338	0.8025	0.8958
No log	44.0	352	0.7947	0.6087	0.7947	0.8915
No log	44.25	354	0.8093	0.6087	0.8093	0.8996
No log	44.5	356	0.8312	0.6087	0.8312	0.9117
No log	44.75	358	0.8752	0.6338	0.8752	0.9355
No log	45.0	360	0.9072	0.6389	0.9072	0.9524
No log	45.25	362	0.9364	0.6531	0.9364	0.9677
No log	45.5	364	1.0097	0.6752	1.0097	1.0048
No log	45.75	366	1.0025	0.6875	1.0025	1.0012
No log	46.0	368	1.0031	0.6875	1.0031	1.0015
No log	46.25	370	0.9507	0.6623	0.9507	0.9750
No log	46.5	372	0.8437	0.6294	0.8437	0.9185
No log	46.75	374	0.7867	0.6294	0.7867	0.8870
No log	47.0	376	0.7895	0.6389	0.7895	0.8886
No log	47.25	378	0.8113	0.6351	0.8113	0.9007
No log	47.5	380	0.8736	0.6443	0.8736	0.9347
No log	47.75	382	0.9664	0.6301	0.9664	0.9831
No log	48.0	384	0.9860	0.6259	0.9860	0.9930
No log	48.25	386	0.9686	0.6131	0.9686	0.9842
No log	48.5	388	0.9463	0.6015	0.9463	0.9728
No log	48.75	390	0.9439	0.6015	0.9439	0.9716
No log	49.0	392	0.9361	0.6029	0.9361	0.9675
No log	49.25	394	0.9733	0.6259	0.9733	0.9866
No log	49.5	396	0.9779	0.6351	0.9779	0.9889
No log	49.75	398	0.9284	0.6351	0.9284	0.9635
No log	50.0	400	0.8258	0.6351	0.8258	0.9087
No log	50.25	402	0.7991	0.6277	0.7991	0.8939
No log	50.5	404	0.8171	0.6176	0.8171	0.9039
No log	50.75	406	0.8578	0.6277	0.8578	0.9262
No log	51.0	408	0.9367	0.6197	0.9367	0.9679
No log	51.25	410	1.0166	0.6207	1.0166	1.0083
No log	51.5	412	1.1014	0.6207	1.1014	1.0495
No log	51.75	414	1.0841	0.5797	1.0841	1.0412
No log	52.0	416	1.0390	0.5778	1.0390	1.0193
No log	52.25	418	1.0194	0.5778	1.0194	1.0096
No log	52.5	420	1.0132	0.5797	1.0132	1.0066
No log	52.75	422	1.0130	0.6043	1.0130	1.0065
No log	53.0	424	1.0654	0.6577	1.0654	1.0322
No log	53.25	426	1.0862	0.6577	1.0862	1.0422
No log	53.5	428	1.0531	0.6577	1.0531	1.0262
No log	53.75	430	1.0099	0.6197	1.0099	1.0049
No log	54.0	432	0.9786	0.6043	0.9786	0.9892
No log	54.25	434	0.9254	0.6087	0.9254	0.9620
No log	54.5	436	0.9134	0.6087	0.9134	0.9557
No log	54.75	438	0.9041	0.6087	0.9041	0.9508
No log	55.0	440	0.9257	0.6099	0.9257	0.9621
No log	55.25	442	0.9641	0.6531	0.9641	0.9819
No log	55.5	444	0.9633	0.6577	0.9633	0.9815
No log	55.75	446	0.9239	0.6577	0.9239	0.9612
No log	56.0	448	0.9175	0.6577	0.9175	0.9579
No log	56.25	450	0.9483	0.6579	0.9483	0.9738
No log	56.5	452	1.0190	0.6790	1.0190	1.0094
No log	56.75	454	1.0128	0.6790	1.0128	1.0064
No log	57.0	456	1.0040	0.6832	1.0040	1.0020
No log	57.25	458	1.0115	0.6710	1.0115	1.0057
No log	57.5	460	0.9876	0.6579	0.9876	0.9938
No log	57.75	462	0.9496	0.6043	0.9496	0.9745
No log	58.0	464	0.9471	0.6074	0.9471	0.9732
No log	58.25	466	0.9611	0.6074	0.9611	0.9804
No log	58.5	468	0.9996	0.5839	0.9996	0.9998
No log	58.75	470	1.0394	0.625	1.0394	1.0195
No log	59.0	472	1.0544	0.625	1.0544	1.0269
No log	59.25	474	1.0129	0.6099	1.0129	1.0064
No log	59.5	476	0.9809	0.6074	0.9809	0.9904
No log	59.75	478	0.9404	0.6029	0.9404	0.9698
No log	60.0	480	0.9146	0.5909	0.9146	0.9564
No log	60.25	482	0.8988	0.5909	0.8988	0.9481
No log	60.5	484	0.9101	0.6176	0.9101	0.9540
No log	60.75	486	0.9866	0.6099	0.9866	0.9933
No log	61.0	488	1.1114	0.6443	1.1114	1.0542
No log	61.25	490	1.1985	0.6364	1.1985	1.0947
No log	61.5	492	1.1831	0.6541	1.1831	1.0877
No log	61.75	494	1.1279	0.6447	1.1279	1.0620
No log	62.0	496	1.0478	0.6395	1.0478	1.0236
No log	62.25	498	0.9733	0.5899	0.9733	0.9866
0.2981	62.5	500	0.9188	0.6	0.9188	0.9586
0.2981	62.75	502	0.8707	0.5985	0.8707	0.9331
0.2981	63.0	504	0.8350	0.6316	0.8350	0.9138
0.2981	63.25	506	0.8453	0.6316	0.8453	0.9194
0.2981	63.5	508	0.9070	0.6015	0.9070	0.9524
0.2981	63.75	510	0.9802	0.5882	0.9802	0.9900
0.2981	64.0	512	1.0394	0.5985	1.0394	1.0195
0.2981	64.25	514	1.0519	0.6	1.0519	1.0256
0.2981	64.5	516	1.0244	0.6	1.0244	1.0121
0.2981	64.75	518	0.9755	0.6143	0.9755	0.9877
0.2981	65.0	520	0.9086	0.6131	0.9086	0.9532
0.2981	65.25	522	0.8664	0.6232	0.8664	0.9308
0.2981	65.5	524	0.8647	0.6232	0.8647	0.9299
0.2981	65.75	526	0.8868	0.6232	0.8868	0.9417
0.2981	66.0	528	0.9405	0.6043	0.9405	0.9698
0.2981	66.25	530	0.9859	0.6143	0.9859	0.9929
0.2981	66.5	532	1.0005	0.6143	1.0005	1.0003
0.2981	66.75	534	1.0121	0.6294	1.0121	1.0060
0.2981	67.0	536	1.0077	0.6056	1.0077	1.0038
0.2981	67.25	538	0.9621	0.5957	0.9621	0.9809
0.2981	67.5	540	0.9283	0.6029	0.9283	0.9635
0.2981	67.75	542	0.9132	0.6294	0.9132	0.9556
0.2981	68.0	544	0.9193	0.6294	0.9193	0.9588
0.2981	68.25	546	0.9103	0.6207	0.9103	0.9541
0.2981	68.5	548	0.9169	0.6207	0.9169	0.9575
0.2981	68.75	550	0.9466	0.6351	0.9466	0.9729
0.2981	69.0	552	0.9558	0.6351	0.9558	0.9777
0.2981	69.25	554	0.9774	0.6443	0.9774	0.9886
0.2981	69.5	556	0.9854	0.6351	0.9854	0.9927
0.2981	69.75	558	0.9683	0.6351	0.9683	0.9840
0.2981	70.0	560	0.9285	0.6207	0.9285	0.9636
0.2981	70.25	562	0.8835	0.5926	0.8835	0.9399
0.2981	70.5	564	0.8518	0.6277	0.8518	0.9229
0.2981	70.75	566	0.8290	0.6377	0.8290	0.9105
0.2981	71.0	568	0.8207	0.6377	0.8207	0.9059
0.2981	71.25	570	0.8216	0.6429	0.8216	0.9064
0.2981	71.5	572	0.8493	0.6187	0.8493	0.9216
0.2981	71.75	574	0.8852	0.6241	0.8852	0.9408
0.2981	72.0	576	0.9154	0.6301	0.9154	0.9568
0.2981	72.25	578	0.9369	0.6351	0.9369	0.9680
0.2981	72.5	580	0.9680	0.6351	0.9680	0.9839
0.2981	72.75	582	0.9862	0.6351	0.9862	0.9931
0.2981	73.0	584	0.9713	0.6351	0.9713	0.9855
0.2981	73.25	586	0.9427	0.6351	0.9427	0.9709
0.2981	73.5	588	0.9099	0.6197	0.9099	0.9539
0.2981	73.75	590	0.9190	0.6197	0.9190	0.9586
0.2981	74.0	592	0.9333	0.6197	0.9333	0.9661
0.2981	74.25	594	0.9491	0.6197	0.9491	0.9742
0.2981	74.5	596	0.9542	0.6197	0.9542	0.9768
0.2981	74.75	598	0.9643	0.6351	0.9643	0.9820
0.2981	75.0	600	0.9846	0.6351	0.9846	0.9923
0.2981	75.25	602	1.0008	0.64	1.0008	1.0004
0.2981	75.5	604	0.9786	0.6667	0.9786	0.9893
0.2981	75.75	606	0.9344	0.6667	0.9344	0.9666
0.2981	76.0	608	0.9035	0.6667	0.9035	0.9505
0.2981	76.25	610	0.8911	0.6528	0.8911	0.9440
0.2981	76.5	612	0.8959	0.6846	0.8959	0.9465
0.2981	76.75	614	0.9264	0.6846	0.9264	0.9625
0.2981	77.0	616	0.9730	0.6577	0.9730	0.9864
0.2981	77.25	618	0.9750	0.6577	0.9750	0.9874
0.2981	77.5	620	0.9544	0.6667	0.9544	0.9769
0.2981	77.75	622	0.9275	0.6667	0.9275	0.9631
0.2981	78.0	624	0.9060	0.6667	0.9060	0.9518
0.2981	78.25	626	0.8868	0.6621	0.8868	0.9417
0.2981	78.5	628	0.8710	0.6331	0.8710	0.9333
0.2981	78.75	630	0.8630	0.6269	0.8630	0.9290
0.2981	79.0	632	0.8752	0.6269	0.8752	0.9355
0.2981	79.25	634	0.8910	0.6222	0.8910	0.9439
0.2981	79.5	636	0.9096	0.6222	0.9096	0.9537
0.2981	79.75	638	0.9333	0.6324	0.9333	0.9661
0.2981	80.0	640	0.9483	0.6331	0.9483	0.9738
0.2981	80.25	642	0.9503	0.6331	0.9503	0.9748
0.2981	80.5	644	0.9622	0.6479	0.9622	0.9809
0.2981	80.75	646	0.9855	0.6294	0.9855	0.9927
0.2981	81.0	648	0.9932	0.6294	0.9932	0.9966
0.2981	81.25	650	0.9888	0.6294	0.9888	0.9944
0.2981	81.5	652	0.9772	0.6389	0.9772	0.9885
0.2981	81.75	654	0.9505	0.6389	0.9505	0.9749
0.2981	82.0	656	0.9213	0.6294	0.9213	0.9599
0.2981	82.25	658	0.9093	0.6029	0.9093	0.9536
0.2981	82.5	660	0.9029	0.6029	0.9029	0.9502
0.2981	82.75	662	0.8989	0.6187	0.8989	0.9481
0.2981	83.0	664	0.9102	0.6294	0.9102	0.9540
0.2981	83.25	666	0.9171	0.6294	0.9171	0.9577
0.2981	83.5	668	0.9213	0.6286	0.9213	0.9598
0.2981	83.75	670	0.9331	0.6286	0.9331	0.9660
0.2981	84.0	672	0.9467	0.6043	0.9467	0.9730
0.2981	84.25	674	0.9603	0.6043	0.9603	0.9799
0.2981	84.5	676	0.9574	0.6043	0.9574	0.9784
0.2981	84.75	678	0.9655	0.6043	0.9655	0.9826
0.2981	85.0	680	0.9756	0.6056	0.9756	0.9877
0.2981	85.25	682	0.9849	0.6294	0.9849	0.9924
0.2981	85.5	684	0.9890	0.6389	0.9890	0.9945
0.2981	85.75	686	0.9699	0.6389	0.9699	0.9848
0.2981	86.0	688	0.9622	0.6389	0.9622	0.9809
0.2981	86.25	690	0.9469	0.6389	0.9469	0.9731
0.2981	86.5	692	0.9287	0.6294	0.9287	0.9637
0.2981	86.75	694	0.9082	0.6197	0.9082	0.9530
0.2981	87.0	696	0.9006	0.6197	0.9006	0.9490
0.2981	87.25	698	0.8976	0.6197	0.8976	0.9474
0.2981	87.5	700	0.8954	0.6187	0.8954	0.9462
0.2981	87.75	702	0.8991	0.6187	0.8991	0.9482
0.2981	88.0	704	0.9175	0.6187	0.9175	0.9578
0.2981	88.25	706	0.9273	0.6294	0.9273	0.9630
0.2981	88.5	708	0.9454	0.6294	0.9454	0.9723
0.2981	88.75	710	0.9541	0.6294	0.9541	0.9768
0.2981	89.0	712	0.9589	0.6294	0.9589	0.9792
0.2981	89.25	714	0.9588	0.6294	0.9588	0.9792
0.2981	89.5	716	0.9519	0.6294	0.9519	0.9756
0.2981	89.75	718	0.9429	0.6294	0.9429	0.9710
0.2981	90.0	720	0.9292	0.6286	0.9292	0.9640
0.2981	90.25	722	0.9222	0.6131	0.9222	0.9603
0.2981	90.5	724	0.9156	0.6131	0.9156	0.9569
0.2981	90.75	726	0.9193	0.6286	0.9193	0.9588
0.2981	91.0	728	0.9245	0.6294	0.9245	0.9615
0.2981	91.25	730	0.9293	0.6294	0.9293	0.9640
0.2981	91.5	732	0.9230	0.6294	0.9230	0.9607
0.2981	91.75	734	0.9210	0.6294	0.9210	0.9597
0.2981	92.0	736	0.9171	0.6286	0.9171	0.9576
0.2981	92.25	738	0.9195	0.6286	0.9195	0.9589
0.2981	92.5	740	0.9240	0.6286	0.9240	0.9613
0.2981	92.75	742	0.9268	0.6286	0.9268	0.9627
0.2981	93.0	744	0.9291	0.6131	0.9291	0.9639
0.2981	93.25	746	0.9326	0.6286	0.9326	0.9657
0.2981	93.5	748	0.9318	0.6131	0.9318	0.9653
0.2981	93.75	750	0.9297	0.6131	0.9297	0.9642
0.2981	94.0	752	0.9328	0.6294	0.9328	0.9658
0.2981	94.25	754	0.9369	0.6294	0.9369	0.9680
0.2981	94.5	756	0.9363	0.6294	0.9363	0.9676
0.2981	94.75	758	0.9368	0.6294	0.9368	0.9679
0.2981	95.0	760	0.9345	0.6294	0.9345	0.9667
0.2981	95.25	762	0.9332	0.6294	0.9332	0.9660
0.2981	95.5	764	0.9329	0.6294	0.9329	0.9658
0.2981	95.75	766	0.9345	0.6294	0.9345	0.9667
0.2981	96.0	768	0.9367	0.6294	0.9367	0.9678
0.2981	96.25	770	0.9400	0.6294	0.9400	0.9695
0.2981	96.5	772	0.9427	0.6294	0.9427	0.9709
0.2981	96.75	774	0.9443	0.6294	0.9443	0.9718
0.2981	97.0	776	0.9422	0.6294	0.9422	0.9706
0.2981	97.25	778	0.9432	0.6294	0.9432	0.9712
0.2981	97.5	780	0.9444	0.6294	0.9444	0.9718
0.2981	97.75	782	0.9436	0.6294	0.9436	0.9714
0.2981	98.0	784	0.9399	0.6294	0.9399	0.9695
0.2981	98.25	786	0.9372	0.6294	0.9372	0.9681
0.2981	98.5	788	0.9357	0.6294	0.9357	0.9673
0.2981	98.75	790	0.9346	0.6294	0.9346	0.9667
0.2981	99.0	792	0.9342	0.6294	0.9342	0.9666
0.2981	99.25	794	0.9330	0.6294	0.9330	0.9659
0.2981	99.5	796	0.9319	0.6294	0.9319	0.9654
0.2981	99.75	798	0.9312	0.6294	0.9312	0.9650
0.2981	100.0	800	0.9308	0.6294	0.9308	0.9648

Framework versions

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