ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k6_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: 0.8431
• Qwk: 0.1065
• Mse: 0.8431
• Rmse: 0.9182

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	0.1111	2	3.7430	0.0017	3.7430	1.9347
No log	0.2222	4	2.2719	-0.0498	2.2719	1.5073
No log	0.3333	6	1.7948	0.0	1.7948	1.3397
No log	0.4444	8	1.4340	0.0298	1.4340	1.1975
No log	0.5556	10	0.8206	0.0191	0.8206	0.9059
No log	0.6667	12	0.7081	-0.0101	0.7081	0.8415
No log	0.7778	14	0.6732	0.0	0.6732	0.8205
No log	0.8889	16	0.7075	0.0460	0.7075	0.8411
No log	1.0	18	1.0519	0.0909	1.0519	1.0256
No log	1.1111	20	1.0942	0.0469	1.0942	1.0460
No log	1.2222	22	0.8308	-0.0033	0.8308	0.9115
No log	1.3333	24	0.7882	-0.0264	0.7882	0.8878
No log	1.4444	26	0.7884	0.0416	0.7884	0.8879
No log	1.5556	28	0.7796	0.0416	0.7796	0.8829
No log	1.6667	30	0.8185	-0.0309	0.8185	0.9047
No log	1.7778	32	0.9330	-0.0894	0.9330	0.9659
No log	1.8889	34	0.9089	-0.0878	0.9089	0.9534
No log	2.0	36	0.7503	0.0460	0.7503	0.8662
No log	2.1111	38	0.7605	-0.0069	0.7605	0.8721
No log	2.2222	40	0.7878	-0.0188	0.7878	0.8876
No log	2.3333	42	1.1603	-0.0638	1.1603	1.0772
No log	2.4444	44	1.1086	-0.0638	1.1086	1.0529
No log	2.5556	46	0.8168	-0.0215	0.8168	0.9038
No log	2.6667	48	0.7850	-0.0125	0.7850	0.8860
No log	2.7778	50	0.9708	-0.0518	0.9708	0.9853
No log	2.8889	52	1.0660	0.0134	1.0660	1.0325
No log	3.0	54	0.9257	-0.0008	0.9257	0.9621
No log	3.1111	56	0.8401	0.0183	0.8401	0.9166
No log	3.2222	58	0.9434	0.0884	0.9434	0.9713
No log	3.3333	60	1.0076	0.0741	1.0076	1.0038
No log	3.4444	62	0.8288	0.1051	0.8288	0.9104
No log	3.5556	64	1.1899	-0.0827	1.1899	1.0908
No log	3.6667	66	1.3057	-0.0272	1.3057	1.1427
No log	3.7778	68	0.8242	0.1432	0.8242	0.9079
No log	3.8889	70	0.7964	0.1432	0.7964	0.8924
No log	4.0	72	1.0661	-0.0508	1.0661	1.0325
No log	4.1111	74	1.2494	-0.0293	1.2494	1.1177
No log	4.2222	76	0.8983	0.0935	0.8983	0.9478
No log	4.3333	78	0.9107	-0.0269	0.9107	0.9543
No log	4.4444	80	0.8839	0.1124	0.8839	0.9401
No log	4.5556	82	1.2173	-0.0159	1.2173	1.1033
No log	4.6667	84	1.3437	0.0251	1.3437	1.1592
No log	4.7778	86	0.9106	0.0129	0.9106	0.9543
No log	4.8889	88	0.8380	0.0998	0.8380	0.9154
No log	5.0	90	0.8497	-0.0061	0.8497	0.9218
No log	5.1111	92	0.8468	0.0109	0.8468	0.9202
No log	5.2222	94	1.0416	-0.0513	1.0416	1.0206
No log	5.3333	96	1.1534	-0.0575	1.1534	1.0740
No log	5.4444	98	1.0034	0.1385	1.0034	1.0017
No log	5.5556	100	0.8375	0.0623	0.8375	0.9152
No log	5.6667	102	0.8325	0.0935	0.8325	0.9124
No log	5.7778	104	0.9518	0.0636	0.9518	0.9756
No log	5.8889	106	0.9578	-0.0175	0.9578	0.9787
No log	6.0	108	0.8089	0.1268	0.8089	0.8994
No log	6.1111	110	0.8293	0.1991	0.8293	0.9106
No log	6.2222	112	0.8934	0.1598	0.8934	0.9452
No log	6.3333	114	1.1147	-0.0521	1.1147	1.0558
No log	6.4444	116	0.9362	0.1144	0.9362	0.9676
No log	6.5556	118	0.8365	0.0301	0.8365	0.9146
No log	6.6667	120	0.8307	0.0861	0.8307	0.9114
No log	6.7778	122	0.8375	0.1609	0.8375	0.9151
No log	6.8889	124	1.2822	-0.0372	1.2822	1.1324
No log	7.0	126	1.1391	0.0680	1.1391	1.0673
No log	7.1111	128	0.7751	0.0146	0.7751	0.8804
No log	7.2222	130	0.7482	0.0146	0.7482	0.8650
No log	7.3333	132	0.8070	-0.0322	0.8070	0.8983
No log	7.4444	134	0.9029	-0.0008	0.9029	0.9502
No log	7.5556	136	0.7736	0.1942	0.7736	0.8795
No log	7.6667	138	0.8478	0.1003	0.8478	0.9208
No log	7.7778	140	0.8410	0.0681	0.8410	0.9171
No log	7.8889	142	0.7910	0.1050	0.7910	0.8894
No log	8.0	144	0.9272	-0.0052	0.9272	0.9629
No log	8.1111	146	0.7883	0.1901	0.7883	0.8879
No log	8.2222	148	0.7871	0.1079	0.7871	0.8872
No log	8.3333	150	0.7920	0.0733	0.7920	0.8899
No log	8.4444	152	0.7180	0.2166	0.7180	0.8473
No log	8.5556	154	1.0126	-0.0539	1.0126	1.0063
No log	8.6667	156	1.1031	0.1255	1.1031	1.0503
No log	8.7778	158	0.8334	0.0392	0.8334	0.9129
No log	8.8889	160	0.7264	0.1673	0.7264	0.8523
No log	9.0	162	0.7849	0.1800	0.7849	0.8859
No log	9.1111	164	0.7988	0.2146	0.7988	0.8938
No log	9.2222	166	0.8009	0.1518	0.8009	0.8949
No log	9.3333	168	1.1683	-0.0194	1.1683	1.0809
No log	9.4444	170	1.2660	0.0258	1.2660	1.1252
No log	9.5556	172	0.9778	0.0676	0.9778	0.9889
No log	9.6667	174	0.8229	0.2334	0.8229	0.9071
No log	9.7778	176	0.9483	0.1642	0.9483	0.9738
No log	9.8889	178	0.8761	0.2908	0.8761	0.9360
No log	10.0	180	0.7832	0.1303	0.7832	0.8850
No log	10.1111	182	1.0225	0.1150	1.0225	1.0112
No log	10.2222	184	1.0111	0.1150	1.0111	1.0055
No log	10.3333	186	0.8091	0.0424	0.8091	0.8995
No log	10.4444	188	0.7160	0.1184	0.7160	0.8461
No log	10.5556	190	0.7231	0.1714	0.7231	0.8503
No log	10.6667	192	0.6999	0.1196	0.6999	0.8366
No log	10.7778	194	0.7979	0.0755	0.7979	0.8933
No log	10.8889	196	0.9513	0.1589	0.9513	0.9753
No log	11.0	198	0.8213	0.0642	0.8213	0.9063
No log	11.1111	200	0.7048	0.2277	0.7048	0.8395
No log	11.2222	202	0.7052	0.1565	0.7052	0.8397
No log	11.3333	204	0.7716	0.2077	0.7716	0.8784
No log	11.4444	206	0.9775	0.0526	0.9775	0.9887
No log	11.5556	208	0.8638	0.1065	0.8638	0.9294
No log	11.6667	210	0.7332	0.1529	0.7332	0.8562
No log	11.7778	212	0.7420	0.1834	0.7420	0.8614
No log	11.8889	214	0.8278	0.1744	0.8278	0.9098
No log	12.0	216	0.8579	0.1306	0.8579	0.9262
No log	12.1111	218	0.7421	0.2121	0.7421	0.8615
No log	12.2222	220	0.7349	0.2181	0.7349	0.8572
No log	12.3333	222	0.7204	0.2259	0.7204	0.8488
No log	12.4444	224	0.7080	0.0622	0.7080	0.8414
No log	12.5556	226	0.7090	0.0660	0.7090	0.8420
No log	12.6667	228	0.7291	0.1742	0.7291	0.8539
No log	12.7778	230	0.7114	0.1003	0.7114	0.8435
No log	12.8889	232	0.7157	0.0999	0.7157	0.8460
No log	13.0	234	0.6775	0.1787	0.6775	0.8231
No log	13.1111	236	0.6869	0.1787	0.6869	0.8288
No log	13.2222	238	0.7351	0.1541	0.7351	0.8574
No log	13.3333	240	0.7392	0.1506	0.7392	0.8598
No log	13.4444	242	0.6924	0.1691	0.6924	0.8321
No log	13.5556	244	0.7651	0.1243	0.7651	0.8747
No log	13.6667	246	0.7946	0.0748	0.7946	0.8914
No log	13.7778	248	0.8208	0.0676	0.8208	0.9060
No log	13.8889	250	0.7314	0.0628	0.7314	0.8552
No log	14.0	252	0.7149	0.1287	0.7149	0.8455
No log	14.1111	254	0.7295	0.0889	0.7295	0.8541
No log	14.2222	256	0.7465	0.0690	0.7465	0.8640
No log	14.3333	258	0.9073	0.0986	0.9073	0.9525
No log	14.4444	260	0.8726	0.1065	0.8726	0.9342
No log	14.5556	262	0.7826	0.0798	0.7826	0.8847
No log	14.6667	264	0.8808	0.0673	0.8808	0.9385
No log	14.7778	266	0.8534	0.0265	0.8534	0.9238
No log	14.8889	268	0.7565	0.0828	0.7565	0.8697
No log	15.0	270	0.8385	0.0692	0.8385	0.9157
No log	15.1111	272	0.8331	0.1065	0.8331	0.9127
No log	15.2222	274	0.7807	0.0840	0.7807	0.8836
No log	15.3333	276	0.7861	0.1327	0.7861	0.8866
No log	15.4444	278	0.7621	0.1196	0.7621	0.8730
No log	15.5556	280	0.8177	0.0362	0.8177	0.9043
No log	15.6667	282	0.8595	0.0316	0.8595	0.9271
No log	15.7778	284	0.7857	0.0826	0.7857	0.8864
No log	15.8889	286	0.7262	0.0670	0.7262	0.8521
No log	16.0	288	0.7391	0.1047	0.7391	0.8597
No log	16.1111	290	0.7220	0.1148	0.7220	0.8497
No log	16.2222	292	0.7826	0.0377	0.7826	0.8846
No log	16.3333	294	0.8092	0.0711	0.8092	0.8995
No log	16.4444	296	0.8941	0.1625	0.8941	0.9456
No log	16.5556	298	0.8279	0.0392	0.8279	0.9099
No log	16.6667	300	0.7600	0.1049	0.7600	0.8718
No log	16.7778	302	0.7421	0.0749	0.7421	0.8615
No log	16.8889	304	0.7564	0.1047	0.7564	0.8697
No log	17.0	306	0.8147	0.1502	0.8147	0.9026
No log	17.1111	308	0.8791	0.0576	0.8791	0.9376
No log	17.2222	310	0.8268	0.0362	0.8268	0.9093
No log	17.3333	312	0.7985	0.0741	0.7985	0.8936
No log	17.4444	314	0.8261	0.0484	0.8261	0.9089
No log	17.5556	316	0.8668	0.0348	0.8668	0.9310
No log	17.6667	318	0.8937	-0.0076	0.8937	0.9454
No log	17.7778	320	0.8076	0.0917	0.8076	0.8987
No log	17.8889	322	0.7772	0.0277	0.7772	0.8816
No log	18.0	324	0.7743	0.1096	0.7743	0.8800
No log	18.1111	326	0.8434	0.1196	0.8434	0.9184
No log	18.2222	328	0.8486	0.0831	0.8486	0.9212
No log	18.3333	330	0.7773	0.0700	0.7773	0.8817
No log	18.4444	332	0.7712	0.0700	0.7712	0.8782
No log	18.5556	334	0.8533	0.0424	0.8533	0.9237
No log	18.6667	336	1.0910	0.0391	1.0910	1.0445
No log	18.7778	338	1.0787	0.0391	1.0787	1.0386
No log	18.8889	340	0.8830	0.0917	0.8830	0.9397
No log	19.0	342	0.8345	-0.0178	0.8345	0.9135
No log	19.1111	344	0.8220	-0.0178	0.8220	0.9066
No log	19.2222	346	0.8946	-0.0359	0.8946	0.9458
No log	19.3333	348	0.9494	-0.0143	0.9494	0.9744
No log	19.4444	350	0.8698	-0.0033	0.8698	0.9326
No log	19.5556	352	0.8163	0.0600	0.8163	0.9035
No log	19.6667	354	0.8316	0.0490	0.8316	0.9119
No log	19.7778	356	0.9033	-0.0031	0.9033	0.9504
No log	19.8889	358	0.9457	-0.0054	0.9457	0.9725
No log	20.0	360	0.9305	0.0377	0.9305	0.9646
No log	20.1111	362	0.8735	0.0837	0.8735	0.9346
No log	20.2222	364	0.8721	0.0917	0.8721	0.9339
No log	20.3333	366	1.0179	-0.0151	1.0179	1.0089
No log	20.4444	368	1.0888	-0.0545	1.0888	1.0435
No log	20.5556	370	0.8938	-0.0031	0.8938	0.9454
No log	20.6667	372	0.7795	0.1362	0.7795	0.8829
No log	20.7778	374	0.7652	0.0	0.7652	0.8747
No log	20.8889	376	0.7298	0.0863	0.7298	0.8543
No log	21.0	378	0.8123	0.1243	0.8123	0.9013
No log	21.1111	380	0.8966	0.0287	0.8966	0.9469
No log	21.2222	382	0.8862	0.0362	0.8862	0.9414
No log	21.3333	384	0.8501	0.0392	0.8501	0.9220
No log	21.4444	386	0.8840	0.0392	0.8840	0.9402
No log	21.5556	388	0.8379	0.0016	0.8379	0.9154
No log	21.6667	390	0.7708	0.0123	0.7708	0.8779
No log	21.7778	392	0.7574	0.0123	0.7574	0.8703
No log	21.8889	394	0.7597	0.0549	0.7597	0.8716
No log	22.0	396	0.7621	0.0512	0.7621	0.8730
No log	22.1111	398	0.8273	0.0786	0.8273	0.9096
No log	22.2222	400	0.9101	-0.0486	0.9101	0.9540
No log	22.3333	402	0.9586	-0.0143	0.9586	0.9791
No log	22.4444	404	0.8836	0.0320	0.8836	0.9400
No log	22.5556	406	0.8011	0.1863	0.8011	0.8950
No log	22.6667	408	0.7834	0.1431	0.7834	0.8851
No log	22.7778	410	0.8414	0.0333	0.8414	0.9173
No log	22.8889	412	1.0014	0.0026	1.0014	1.0007
No log	23.0	414	1.0408	0.0305	1.0408	1.0202
No log	23.1111	416	0.8873	-0.0163	0.8873	0.9420
No log	23.2222	418	0.7923	0.1550	0.7923	0.8901
No log	23.3333	420	0.8308	0.1367	0.8308	0.9115
No log	23.4444	422	0.7699	0.1387	0.7699	0.8774
No log	23.5556	424	0.7887	0.0913	0.7887	0.8881
No log	23.6667	426	0.9349	-0.0194	0.9349	0.9669
No log	23.7778	428	1.1521	0.1207	1.1521	1.0734
No log	23.8889	430	1.0801	0.0536	1.0801	1.0393
No log	24.0	432	0.8669	0.0287	0.8669	0.9311
No log	24.1111	434	0.7813	0.1243	0.7813	0.8839
No log	24.2222	436	0.7532	0.1096	0.7532	0.8679
No log	24.3333	438	0.7660	0.0323	0.7660	0.8752
No log	24.4444	440	0.7878	0.1541	0.7878	0.8876
No log	24.5556	442	0.8843	-0.0054	0.8843	0.9404
No log	24.6667	444	0.8963	-0.0054	0.8963	0.9468
No log	24.7778	446	0.8088	0.1485	0.8088	0.8993
No log	24.8889	448	0.7918	0.1541	0.7918	0.8898
No log	25.0	450	0.7887	0.1541	0.7887	0.8881
No log	25.1111	452	0.7947	0.0041	0.7947	0.8914
No log	25.2222	454	0.8285	0.0748	0.8285	0.9102
No log	25.3333	456	0.7908	0.0424	0.7908	0.8893
No log	25.4444	458	0.7641	0.0821	0.7641	0.8741
No log	25.5556	460	0.7640	0.1835	0.7640	0.8741
No log	25.6667	462	0.7660	0.0205	0.7660	0.8752
No log	25.7778	464	0.8382	0.0392	0.8382	0.9156
No log	25.8889	466	0.9278	0.0233	0.9278	0.9632
No log	26.0	468	0.8923	-0.0076	0.8923	0.9446
No log	26.1111	470	0.8071	0.1003	0.8071	0.8984
No log	26.2222	472	0.8015	0.1475	0.8015	0.8953
No log	26.3333	474	0.8012	0.1003	0.8012	0.8951
No log	26.4444	476	0.8199	0.0799	0.8199	0.9055
No log	26.5556	478	0.8887	0.0576	0.8887	0.9427
No log	26.6667	480	0.8907	0.0182	0.8907	0.9438
No log	26.7778	482	0.8429	0.0711	0.8429	0.9181
No log	26.8889	484	0.8383	0.0711	0.8383	0.9156
No log	27.0	486	0.8128	0.0512	0.8128	0.9015
No log	27.1111	488	0.8211	0.0909	0.8211	0.9062
No log	27.2222	490	0.8531	0.0711	0.8531	0.9236
No log	27.3333	492	0.8748	0.0711	0.8748	0.9353
No log	27.4444	494	0.8584	0.0711	0.8584	0.9265
No log	27.5556	496	0.8910	0.0287	0.8910	0.9439
No log	27.6667	498	0.9520	0.0134	0.9520	0.9757
0.2501	27.7778	500	0.9022	0.0182	0.9022	0.9499
0.2501	27.8889	502	0.8187	0.1196	0.8187	0.9048
0.2501	28.0	504	0.7948	0.0660	0.7948	0.8915
0.2501	28.1111	506	0.8038	-0.0541	0.8038	0.8966
0.2501	28.2222	508	0.8122	0.1006	0.8122	0.9012
0.2501	28.3333	510	0.8434	0.0762	0.8434	0.9184
0.2501	28.4444	512	0.8525	0.0748	0.8525	0.9233
0.2501	28.5556	514	0.8917	0.0260	0.8917	0.9443
0.2501	28.6667	516	0.8683	0.0748	0.8683	0.9318
0.2501	28.7778	518	0.8098	0.0409	0.8098	0.8999
0.2501	28.8889	520	0.8052	0.0961	0.8052	0.8973
0.2501	29.0	522	0.8179	0.0517	0.8179	0.9044
0.2501	29.1111	524	0.8231	0.0917	0.8231	0.9072
0.2501	29.2222	526	0.8283	0.0917	0.8283	0.9101
0.2501	29.3333	528	0.8414	0.0562	0.8414	0.9173
0.2501	29.4444	530	0.8524	0.0087	0.8524	0.9232
0.2501	29.5556	532	0.8474	0.0407	0.8474	0.9205
0.2501	29.6667	534	0.8630	0.0793	0.8630	0.9290
0.2501	29.7778	536	0.9121	0.1025	0.9121	0.9550
0.2501	29.8889	538	0.8919	0.1445	0.8919	0.9444
0.2501	30.0	540	0.8402	0.0871	0.8402	0.9166
0.2501	30.1111	542	0.8185	0.0956	0.8185	0.9047
0.2501	30.2222	544	0.8436	0.1342	0.8436	0.9185
0.2501	30.3333	546	0.8573	0.1342	0.8573	0.9259
0.2501	30.4444	548	0.8162	0.0956	0.8162	0.9034
0.2501	30.5556	550	0.7972	0.1529	0.7972	0.8929
0.2501	30.6667	552	0.7964	0.0757	0.7964	0.8924
0.2501	30.7778	554	0.8119	0.1660	0.8119	0.9011
0.2501	30.8889	556	0.8968	0.1065	0.8968	0.9470
0.2501	31.0	558	1.0710	0.0723	1.0710	1.0349
0.2501	31.1111	560	1.2256	0.1086	1.2256	1.1071
0.2501	31.2222	562	1.1130	0.0894	1.1130	1.0550
0.2501	31.3333	564	0.9628	0.0605	0.9628	0.9812
0.2501	31.4444	566	0.8938	0.1066	0.8938	0.9454
0.2501	31.5556	568	0.8902	0.0419	0.8902	0.9435
0.2501	31.6667	570	0.8904	0.0406	0.8904	0.9436
0.2501	31.7778	572	0.8915	0.0711	0.8915	0.9442
0.2501	31.8889	574	0.9768	0.0609	0.9768	0.9883
0.2501	32.0	576	1.0414	0.0067	1.0414	1.0205
0.2501	32.1111	578	0.9798	0.0111	0.9798	0.9898
0.2501	32.2222	580	0.8916	0.0609	0.8916	0.9443
0.2501	32.3333	582	0.8260	0.0748	0.8260	0.9088
0.2501	32.4444	584	0.8354	0.0748	0.8354	0.9140
0.2501	32.5556	586	0.9283	0.0747	0.9283	0.9635
0.2501	32.6667	588	1.0398	0.0631	1.0398	1.0197
0.2501	32.7778	590	0.9822	0.0747	0.9822	0.9911
0.2501	32.8889	592	0.8538	0.1105	0.8538	0.9240
0.2501	33.0	594	0.8233	0.1091	0.8233	0.9074
0.2501	33.1111	596	0.8435	-0.0103	0.8435	0.9184
0.2501	33.2222	598	0.8088	0.0603	0.8088	0.8993
0.2501	33.3333	600	0.7595	0.1630	0.7595	0.8715
0.2501	33.4444	602	0.8014	0.1243	0.8014	0.8952
0.2501	33.5556	604	0.8951	0.1106	0.8951	0.9461
0.2501	33.6667	606	0.9466	0.0986	0.9466	0.9730
0.2501	33.7778	608	1.0069	0.0107	1.0069	1.0034
0.2501	33.8889	610	0.9850	0.0152	0.9850	0.9925
0.2501	34.0	612	0.8835	0.1484	0.8835	0.9400
0.2501	34.1111	614	0.7851	0.1372	0.7851	0.8861
0.2501	34.2222	616	0.7574	0.1800	0.7574	0.8703
0.2501	34.3333	618	0.7727	0.1243	0.7727	0.8791
0.2501	34.4444	620	0.8425	0.0748	0.8425	0.9179
0.2501	34.5556	622	0.9502	0.0431	0.9502	0.9748
0.2501	34.6667	624	0.9457	0.0515	0.9457	0.9725
0.2501	34.7778	626	0.8703	0.0392	0.8703	0.9329
0.2501	34.8889	628	0.7983	0.1783	0.7983	0.8935
0.2501	35.0	630	0.8087	0.0670	0.8087	0.8993
0.2501	35.1111	632	0.8094	0.1095	0.8094	0.8997
0.2501	35.2222	634	0.8234	0.0842	0.8234	0.9074
0.2501	35.3333	636	0.8961	0.0346	0.8961	0.9466
0.2501	35.4444	638	0.9228	0.0287	0.9228	0.9606
0.2501	35.5556	640	0.8829	0.0786	0.8829	0.9396
0.2501	35.6667	642	0.8032	0.0786	0.8032	0.8962
0.2501	35.7778	644	0.7528	0.1449	0.7528	0.8676
0.2501	35.8889	646	0.7521	0.1449	0.7521	0.8673
0.2501	36.0	648	0.7777	0.1836	0.7777	0.8819
0.2501	36.1111	650	0.8008	0.1836	0.8008	0.8949
0.2501	36.2222	652	0.8029	0.1003	0.8029	0.8960
0.2501	36.3333	654	0.8338	0.1836	0.8338	0.9131
0.2501	36.4444	656	0.8938	0.1106	0.8938	0.9454
0.2501	36.5556	658	0.8921	0.1106	0.8921	0.9445
0.2501	36.6667	660	0.8323	0.0786	0.8323	0.9123
0.2501	36.7778	662	0.7735	0.1836	0.7735	0.8795
0.2501	36.8889	664	0.7467	0.1047	0.7467	0.8641
0.2501	37.0	666	0.7402	0.1144	0.7402	0.8604
0.2501	37.1111	668	0.7463	0.1144	0.7463	0.8639
0.2501	37.2222	670	0.7488	0.1144	0.7488	0.8653
0.2501	37.3333	672	0.7481	0.1096	0.7481	0.8649
0.2501	37.4444	674	0.7565	0.1449	0.7565	0.8698
0.2501	37.5556	676	0.7745	0.1836	0.7745	0.8800
0.2501	37.6667	678	0.7658	0.1387	0.7658	0.8751
0.2501	37.7778	680	0.7616	0.1003	0.7616	0.8727
0.2501	37.8889	682	0.7809	0.1800	0.7809	0.8837
0.2501	38.0	684	0.8305	0.0831	0.8305	0.9113
0.2501	38.1111	686	0.9378	0.0642	0.9378	0.9684
0.2501	38.2222	688	0.9736	0.0642	0.9736	0.9867
0.2501	38.3333	690	0.9503	0.0642	0.9503	0.9748
0.2501	38.4444	692	0.8652	0.1243	0.8652	0.9302
0.2501	38.5556	694	0.7811	0.1387	0.7811	0.8838
0.2501	38.6667	696	0.7655	0.1431	0.7655	0.8749
0.2501	38.7778	698	0.7783	0.1431	0.7783	0.8822
0.2501	38.8889	700	0.8411	0.1758	0.8411	0.9171
0.2501	39.0	702	0.8753	0.1243	0.8753	0.9356
0.2501	39.1111	704	0.8545	0.2208	0.8545	0.9244
0.2501	39.2222	706	0.8046	0.1836	0.8046	0.8970
0.2501	39.3333	708	0.7374	0.1627	0.7374	0.8587
0.2501	39.4444	710	0.7110	0.1691	0.7110	0.8432
0.2501	39.5556	712	0.7188	0.1565	0.7188	0.8478
0.2501	39.6667	714	0.7252	0.1506	0.7252	0.8516
0.2501	39.7778	716	0.7036	0.1146	0.7036	0.8388
0.2501	39.8889	718	0.7105	0.1199	0.7105	0.8429
0.2501	40.0	720	0.7330	0.1096	0.7330	0.8561
0.2501	40.1111	722	0.7646	0.1431	0.7646	0.8744
0.2501	40.2222	724	0.7867	0.1415	0.7867	0.8869
0.2501	40.3333	726	0.7991	0.1699	0.7991	0.8939
0.2501	40.4444	728	0.8132	0.1673	0.8132	0.9018
0.2501	40.5556	730	0.8743	0.0799	0.8743	0.9351
0.2501	40.6667	732	0.8881	0.1493	0.8881	0.9424
0.2501	40.7778	734	0.8680	0.1493	0.8680	0.9317
0.2501	40.8889	736	0.7962	0.1836	0.7962	0.8923
0.2501	41.0	738	0.7913	0.1899	0.7913	0.8895
0.2501	41.1111	740	0.8226	0.1342	0.8226	0.9069
0.2501	41.2222	742	0.8894	0.0748	0.8894	0.9431
0.2501	41.3333	744	0.9629	0.0949	0.9629	0.9813
0.2501	41.4444	746	0.9449	0.0711	0.9449	0.9721
0.2501	41.5556	748	0.8981	0.1243	0.8981	0.9477
0.2501	41.6667	750	0.8461	0.1836	0.8461	0.9198
0.2501	41.7778	752	0.7975	0.1485	0.7975	0.8930
0.2501	41.8889	754	0.7716	0.1144	0.7716	0.8784
0.2501	42.0	756	0.7602	0.1144	0.7602	0.8719
0.2501	42.1111	758	0.7482	0.1146	0.7482	0.8650
0.2501	42.2222	760	0.7563	0.1146	0.7563	0.8696
0.2501	42.3333	762	0.7796	0.1495	0.7796	0.8829
0.2501	42.4444	764	0.7735	0.1495	0.7735	0.8795
0.2501	42.5556	766	0.7653	0.1440	0.7653	0.8748
0.2501	42.6667	768	0.7763	0.1387	0.7763	0.8811
0.2501	42.7778	770	0.7814	0.1387	0.7814	0.8840
0.2501	42.8889	772	0.7629	0.1387	0.7629	0.8734
0.2501	43.0	774	0.7560	0.1146	0.7560	0.8695
0.2501	43.1111	776	0.7631	0.1146	0.7631	0.8735
0.2501	43.2222	778	0.7972	0.1387	0.7972	0.8929
0.2501	43.3333	780	0.8574	0.0831	0.8574	0.9259
0.2501	43.4444	782	0.8918	0.1243	0.8918	0.9444
0.2501	43.5556	784	0.9068	0.1150	0.9068	0.9522
0.2501	43.6667	786	0.8865	0.1196	0.8865	0.9415
0.2501	43.7778	788	0.8309	0.2208	0.8309	0.9115
0.2501	43.8889	790	0.7709	0.1553	0.7709	0.8780
0.2501	44.0	792	0.7723	0.1189	0.7723	0.8788
0.2501	44.1111	794	0.7897	0.1986	0.7897	0.8886
0.2501	44.2222	796	0.8741	0.1286	0.8741	0.9349
0.2501	44.3333	798	0.9948	-0.0175	0.9948	0.9974
0.2501	44.4444	800	1.0354	-0.0539	1.0354	1.0175
0.2501	44.5556	802	0.9593	-0.0143	0.9593	0.9794
0.2501	44.6667	804	0.8840	0.1196	0.8840	0.9402
0.2501	44.7778	806	0.8642	0.1243	0.8642	0.9296
0.2501	44.8889	808	0.8303	0.1243	0.8303	0.9112
0.2501	45.0	810	0.7973	0.1716	0.7973	0.8929
0.2501	45.1111	812	0.7596	0.1387	0.7596	0.8715
0.2501	45.2222	814	0.7574	0.1387	0.7574	0.8703
0.2501	45.3333	816	0.7392	0.1495	0.7392	0.8597
0.2501	45.4444	818	0.7349	0.1096	0.7349	0.8573
0.2501	45.5556	820	0.7414	0.1146	0.7414	0.8611
0.2501	45.6667	822	0.7604	0.1146	0.7604	0.8720
0.2501	45.7778	824	0.8118	0.1387	0.8118	0.9010
0.2501	45.8889	826	0.9213	0.1065	0.9213	0.9598
0.2501	46.0	828	1.0845	-0.0551	1.0845	1.0414
0.2501	46.1111	830	1.1614	-0.0029	1.1614	1.0777
0.2501	46.2222	832	1.1187	0.0025	1.1187	1.0577
0.2501	46.3333	834	0.9817	0.0556	0.9817	0.9908
0.2501	46.4444	836	0.8365	0.1190	0.8365	0.9146
0.2501	46.5556	838	0.7750	0.1541	0.7750	0.8803
0.2501	46.6667	840	0.7621	0.1541	0.7621	0.8730
0.2501	46.7778	842	0.7682	0.1001	0.7682	0.8765
0.2501	46.8889	844	0.8139	0.0392	0.8139	0.9022
0.2501	47.0	846	0.9182	0.0912	0.9182	0.9582
0.2501	47.1111	848	0.9532	0.0526	0.9532	0.9763
0.2501	47.2222	850	0.8976	0.1399	0.8976	0.9474
0.2501	47.3333	852	0.8189	0.1387	0.8189	0.9049
0.2501	47.4444	854	0.7896	0.1387	0.7896	0.8886
0.2501	47.5556	856	0.7785	0.1440	0.7785	0.8823
0.2501	47.6667	858	0.7791	0.1387	0.7791	0.8827
0.2501	47.7778	860	0.7995	0.1387	0.7995	0.8942
0.2501	47.8889	862	0.8885	0.1064	0.8885	0.9426
0.2501	48.0	864	0.9592	0.0207	0.9592	0.9794
0.2501	48.1111	866	0.9335	0.0609	0.9335	0.9662
0.2501	48.2222	868	0.8910	0.1064	0.8910	0.9439
0.2501	48.3333	870	0.8285	0.1150	0.8285	0.9102
0.2501	48.4444	872	0.7778	0.1387	0.7778	0.8819
0.2501	48.5556	874	0.7569	0.1387	0.7569	0.8700
0.2501	48.6667	876	0.7381	0.1146	0.7381	0.8591
0.2501	48.7778	878	0.7373	0.1146	0.7373	0.8587
0.2501	48.8889	880	0.7399	0.1146	0.7399	0.8602
0.2501	49.0	882	0.7476	0.1449	0.7476	0.8647
0.2501	49.1111	884	0.7827	0.1291	0.7827	0.8847
0.2501	49.2222	886	0.8257	0.1879	0.8257	0.9087
0.2501	49.3333	888	0.8540	0.1025	0.8540	0.9241
0.2501	49.4444	890	0.8694	0.1025	0.8694	0.9324
0.2501	49.5556	892	0.8643	0.1025	0.8643	0.9297
0.2501	49.6667	894	0.8388	0.1445	0.8388	0.9159
0.2501	49.7778	896	0.7826	0.1660	0.7826	0.8846
0.2501	49.8889	898	0.7704	0.1342	0.7704	0.8777
0.2501	50.0	900	0.7816	0.1243	0.7816	0.8841
0.2501	50.1111	902	0.7932	0.1196	0.7932	0.8906
0.2501	50.2222	904	0.8348	0.1150	0.8348	0.9136
0.2501	50.3333	906	0.8784	0.0260	0.8784	0.9372
0.2501	50.4444	908	0.8442	0.1150	0.8442	0.9188
0.2501	50.5556	910	0.7633	0.1449	0.7633	0.8737
0.2501	50.6667	912	0.7346	0.1565	0.7346	0.8571
0.2501	50.7778	914	0.7353	0.1627	0.7353	0.8575
0.2501	50.8889	916	0.7637	0.1899	0.7637	0.8739
0.2501	51.0	918	0.8358	0.1605	0.8358	0.9142
0.2501	51.1111	920	0.9399	0.0587	0.9399	0.9695
0.2501	51.2222	922	1.0138	0.0526	1.0138	1.0069
0.2501	51.3333	924	0.9855	0.0556	0.9855	0.9927
0.2501	51.4444	926	0.9316	0.0618	0.9316	0.9652
0.2501	51.5556	928	0.8478	0.1935	0.8478	0.9208
0.2501	51.6667	930	0.7888	0.1440	0.7888	0.8882
0.2501	51.7778	932	0.7695	0.1096	0.7695	0.8772
0.2501	51.8889	934	0.7544	0.0680	0.7544	0.8686
0.2501	52.0	936	0.7411	0.0680	0.7411	0.8609
0.2501	52.1111	938	0.7320	0.0680	0.7320	0.8556
0.2501	52.2222	940	0.7343	0.0680	0.7343	0.8569
0.2501	52.3333	942	0.7335	0.0680	0.7335	0.8564
0.2501	52.4444	944	0.7305	0.0680	0.7305	0.8547
0.2501	52.5556	946	0.7372	0.0680	0.7372	0.8586
0.2501	52.6667	948	0.7578	0.0680	0.7578	0.8705
0.2501	52.7778	950	0.7829	0.1440	0.7829	0.8848
0.2501	52.8889	952	0.8072	0.1379	0.8072	0.8985
0.2501	53.0	954	0.8295	0.1329	0.8295	0.9108
0.2501	53.1111	956	0.8503	0.1190	0.8503	0.9221
0.2501	53.2222	958	0.8787	0.0692	0.8787	0.9374
0.2501	53.3333	960	0.9032	0.0267	0.9032	0.9504
0.2501	53.4444	962	0.8892	0.0659	0.8892	0.9430
0.2501	53.5556	964	0.8637	0.0362	0.8637	0.9293
0.2501	53.6667	966	0.8456	0.0362	0.8456	0.9196
0.2501	53.7778	968	0.8170	0.0793	0.8170	0.9039
0.2501	53.8889	970	0.7965	0.1329	0.7965	0.8925
0.2501	54.0	972	0.7858	0.1329	0.7858	0.8864
0.2501	54.1111	974	0.7750	0.1387	0.7750	0.8803
0.2501	54.2222	976	0.7772	0.0913	0.7772	0.8816
0.2501	54.3333	978	0.8029	0.1196	0.8029	0.8961
0.2501	54.4444	980	0.8272	0.0711	0.8272	0.9095
0.2501	54.5556	982	0.8371	0.0711	0.8371	0.9149
0.2501	54.6667	984	0.8179	0.0711	0.8179	0.9044
0.2501	54.7778	986	0.8268	0.0711	0.8268	0.9093
0.2501	54.8889	988	0.8446	0.0711	0.8446	0.9190
0.2501	55.0	990	0.8567	0.0711	0.8567	0.9256
0.2501	55.1111	992	0.8244	0.0711	0.8244	0.9080
0.2501	55.2222	994	0.7977	0.1196	0.7977	0.8931
0.2501	55.3333	996	0.7874	0.1243	0.7874	0.8874
0.2501	55.4444	998	0.7791	0.1342	0.7791	0.8827
0.053	55.5556	1000	0.7701	0.1387	0.7701	0.8775
0.053	55.6667	1002	0.7714	0.1387	0.7714	0.8783
0.053	55.7778	1004	0.7853	0.1387	0.7853	0.8862
0.053	55.8889	1006	0.8145	0.0748	0.8145	0.9025
0.053	56.0	1008	0.8495	0.1065	0.8495	0.9217
0.053	56.1111	1010	0.8431	0.1065	0.8431	0.9182

Framework versions

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