ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k20_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: 0.6165
• Qwk: 0.2370
• Mse: 0.6165
• Rmse: 0.7852

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	0.0215	2	3.1704	-0.0040	3.1704	1.7806
No log	0.0430	4	1.7250	-0.0070	1.7250	1.3134
No log	0.0645	6	1.4516	0.0210	1.4516	1.2048
No log	0.0860	8	1.1891	0.0817	1.1891	1.0905
No log	0.1075	10	0.6882	0.1732	0.6882	0.8296
No log	0.1290	12	0.8722	0.1736	0.8722	0.9339
No log	0.1505	14	0.8821	0.0916	0.8821	0.9392
No log	0.1720	16	0.7159	0.0877	0.7159	0.8461
No log	0.1935	18	0.7532	0.1045	0.7532	0.8679
No log	0.2151	20	0.7796	0.0249	0.7796	0.8829
No log	0.2366	22	0.8101	0.0531	0.8101	0.9001
No log	0.2581	24	0.6938	-0.1111	0.6938	0.8330
No log	0.2796	26	0.9369	0.0717	0.9369	0.9679
No log	0.3011	28	0.8808	0.0175	0.8808	0.9385
No log	0.3226	30	0.8399	0.0370	0.8399	0.9165
No log	0.3441	32	0.6697	-0.0909	0.6697	0.8184
No log	0.3656	34	0.7422	-0.0952	0.7422	0.8615
No log	0.3871	36	0.6736	-0.0435	0.6736	0.8208
No log	0.4086	38	0.6526	-0.0853	0.6526	0.8079
No log	0.4301	40	0.7170	0.0189	0.7170	0.8468
No log	0.4516	42	0.6986	0.1030	0.6986	0.8359
No log	0.4731	44	0.7825	0.2000	0.7825	0.8846
No log	0.4946	46	0.8904	0.3143	0.8904	0.9436
No log	0.5161	48	0.6178	0.1407	0.6178	0.7860
No log	0.5376	50	1.1823	0.0745	1.1823	1.0874
No log	0.5591	52	1.8921	0.0663	1.8921	1.3756
No log	0.5806	54	1.2967	0.0745	1.2967	1.1387
No log	0.6022	56	0.6085	0.2184	0.6085	0.7801
No log	0.6237	58	0.5493	0.0145	0.5493	0.7411
No log	0.6452	60	0.5387	-0.0081	0.5387	0.7340
No log	0.6667	62	0.6276	0.3131	0.6276	0.7922
No log	0.6882	64	0.6957	0.1351	0.6957	0.8341
No log	0.7097	66	0.9727	0.0745	0.9727	0.9863
No log	0.7312	68	1.0707	0.0745	1.0707	1.0347
No log	0.7527	70	0.7452	0.1111	0.7452	0.8633
No log	0.7742	72	0.6916	0.0968	0.6916	0.8316
No log	0.7957	74	0.7453	0.0995	0.7453	0.8633
No log	0.8172	76	0.7999	0.12	0.7999	0.8944
No log	0.8387	78	0.7101	0.1053	0.7101	0.8427
No log	0.8602	80	0.7124	0.0556	0.7124	0.8441
No log	0.8817	82	0.7636	0.0345	0.7636	0.8738
No log	0.9032	84	0.9506	0.0685	0.9506	0.9750
No log	0.9247	86	0.8120	0.0103	0.8120	0.9011
No log	0.9462	88	0.6991	0.2360	0.6991	0.8361
No log	0.9677	90	0.7508	0.1675	0.7508	0.8665
No log	0.9892	92	0.6558	0.4286	0.6558	0.8098
No log	1.0108	94	0.7129	0.2941	0.7129	0.8444
No log	1.0323	96	0.7834	0.1373	0.7834	0.8851
No log	1.0538	98	1.2190	0.1389	1.2190	1.1041
No log	1.0753	100	1.1076	0.1292	1.1076	1.0524
No log	1.0968	102	0.7283	0.2432	0.7283	0.8534
No log	1.1183	104	0.6859	0.3398	0.6859	0.8282
No log	1.1398	106	1.1749	0.1418	1.1749	1.0839
No log	1.1613	108	1.3621	0.0915	1.3621	1.1671
No log	1.1828	110	0.7501	0.1373	0.7501	0.8661
No log	1.2043	112	0.6093	0.3412	0.6093	0.7806
No log	1.2258	114	0.7700	0.0707	0.7700	0.8775
No log	1.2473	116	0.7412	0.0995	0.7412	0.8609
No log	1.2688	118	0.6680	0.2889	0.6680	0.8173
No log	1.2903	120	0.6364	0.3778	0.6364	0.7978
No log	1.3118	122	0.6732	0.3224	0.6732	0.8205
No log	1.3333	124	0.8657	0.0739	0.8657	0.9304
No log	1.3548	126	1.0000	0.0558	1.0000	1.0000
No log	1.3763	128	0.7127	0.2746	0.7127	0.8442
No log	1.3978	130	0.6880	0.2421	0.6880	0.8294
No log	1.4194	132	0.8451	0.0612	0.8451	0.9193
No log	1.4409	134	0.9251	0.0175	0.9251	0.9618
No log	1.4624	136	1.0882	0.0769	1.0882	1.0432
No log	1.4839	138	0.8620	0.1858	0.8620	0.9284
No log	1.5054	140	0.7982	0.1776	0.7982	0.8934
No log	1.5269	142	1.2161	0.1141	1.2161	1.1028
No log	1.5484	144	1.3655	0.0671	1.3655	1.1685
No log	1.5699	146	0.8827	0.1644	0.8827	0.9395
No log	1.5914	148	0.7481	0.1928	0.7481	0.8649
No log	1.6129	150	0.7434	0.1927	0.7434	0.8622
No log	1.6344	152	0.7648	0.0968	0.7648	0.8745
No log	1.6559	154	0.8116	0.1174	0.8116	0.9009
No log	1.6774	156	0.7240	0.2308	0.7240	0.8509
No log	1.6989	158	0.7538	0.2607	0.7538	0.8682
No log	1.7204	160	0.7277	0.1845	0.7277	0.8531
No log	1.7419	162	0.7611	0.1683	0.7611	0.8724
No log	1.7634	164	1.0409	0.125	1.0409	1.0202
No log	1.7849	166	1.0136	0.125	1.0136	1.0068
No log	1.8065	168	0.7283	0.1759	0.7283	0.8534
No log	1.8280	170	0.7130	0.0739	0.7130	0.8444
No log	1.8495	172	0.7924	0.0943	0.7924	0.8902
No log	1.8710	174	0.6872	0.2086	0.6872	0.8290
No log	1.8925	176	0.8480	0.1373	0.8480	0.9209
No log	1.9140	178	0.8928	0.1456	0.8928	0.9449
No log	1.9355	180	0.9055	0.1456	0.9055	0.9516
No log	1.9570	182	0.8234	0.1388	0.8234	0.9074
No log	1.9785	184	0.6878	0.2251	0.6878	0.8293
No log	2.0	186	0.6833	0.2967	0.6833	0.8266
No log	2.0215	188	0.9251	0.1131	0.9251	0.9618
No log	2.0430	190	1.1262	0.0815	1.1262	1.0612
No log	2.0645	192	0.8555	0.1131	0.8555	0.9249
No log	2.0860	194	0.6811	0.2865	0.6811	0.8253
No log	2.1075	196	0.7169	0.0359	0.7169	0.8467
No log	2.1290	198	1.1273	0.1448	1.1273	1.0618
No log	2.1505	200	1.3038	0.1000	1.3038	1.1418
No log	2.1720	202	1.1387	0.1448	1.1387	1.0671
No log	2.1935	204	0.6900	0.2165	0.6900	0.8307
No log	2.2151	206	0.6713	0.2558	0.6713	0.8193
No log	2.2366	208	0.6353	0.2289	0.6353	0.7971
No log	2.2581	210	0.7089	0.1915	0.7089	0.8420
No log	2.2796	212	0.9001	0.136	0.9001	0.9488
No log	2.3011	214	0.7717	0.1538	0.7717	0.8785
No log	2.3226	216	0.6112	0.2865	0.6112	0.7818
No log	2.3441	218	0.5804	0.2883	0.5804	0.7619
No log	2.3656	220	0.5993	0.2941	0.5993	0.7741
No log	2.3871	222	0.6611	0.2169	0.6611	0.8131
No log	2.4086	224	0.7384	0.1111	0.7384	0.8593
No log	2.4301	226	0.6733	0.2086	0.6733	0.8205
No log	2.4516	228	0.6263	0.3023	0.6263	0.7914
No log	2.4731	230	0.6494	0.2626	0.6494	0.8058
No log	2.4946	232	0.8434	0.1028	0.8434	0.9184
No log	2.5161	234	1.3535	0.0984	1.3535	1.1634
No log	2.5376	236	1.2382	0.0933	1.2382	1.1127
No log	2.5591	238	0.7729	0.0863	0.7729	0.8791
No log	2.5806	240	0.6475	0.2663	0.6475	0.8047
No log	2.6022	242	0.6838	0.1163	0.6838	0.8269
No log	2.6237	244	0.9227	0.0333	0.9227	0.9606
No log	2.6452	246	1.0642	0.0897	1.0642	1.0316
No log	2.6667	248	1.0365	0.0897	1.0365	1.0181
No log	2.6882	250	0.7467	0.2165	0.7467	0.8641
No log	2.7097	252	0.6264	0.2848	0.6264	0.7915
No log	2.7312	254	0.6375	0.1579	0.6375	0.7984
No log	2.7527	256	0.6242	0.2102	0.6242	0.7901
No log	2.7742	258	0.6443	0.2704	0.6443	0.8027
No log	2.7957	260	0.6742	0.2821	0.6742	0.8211
No log	2.8172	262	0.7310	0.2707	0.7310	0.8550
No log	2.8387	264	0.6719	0.2970	0.6719	0.8197
No log	2.8602	266	0.6599	0.1905	0.6599	0.8123
No log	2.8817	268	0.6487	0.2000	0.6487	0.8054
No log	2.9032	270	0.6432	0.2308	0.6432	0.8020
No log	2.9247	272	0.7495	0.2670	0.7495	0.8657
No log	2.9462	274	0.9998	0.0431	0.9998	0.9999
No log	2.9677	276	0.9106	0.0609	0.9106	0.9542
No log	2.9892	278	0.6893	0.2251	0.6893	0.8303
No log	3.0108	280	0.6192	0.3757	0.6192	0.7869
No log	3.0323	282	0.7083	0.2577	0.7083	0.8416
No log	3.0538	284	0.9026	0.0979	0.9026	0.9501
No log	3.0753	286	1.0703	0.0571	1.0703	1.0345
No log	3.0968	288	1.0473	0.0836	1.0473	1.0234
No log	3.1183	290	0.7121	0.2410	0.7121	0.8439
No log	3.1398	292	0.6275	0.3043	0.6275	0.7921
No log	3.1613	294	0.6541	0.2967	0.6541	0.8088
No log	3.1828	296	0.7851	0.1504	0.7851	0.8861
No log	3.2043	298	0.8668	0.1605	0.8668	0.9310
No log	3.2258	300	0.6884	0.2609	0.6884	0.8297
No log	3.2473	302	0.5917	0.3208	0.5917	0.7692
No log	3.2688	304	0.5914	0.3247	0.5914	0.7690
No log	3.2903	306	0.5982	0.2821	0.5982	0.7734
No log	3.3118	308	0.7287	0.1832	0.7287	0.8536
No log	3.3333	310	0.7961	0.1068	0.7961	0.8922
No log	3.3548	312	0.7546	0.1759	0.7546	0.8687
No log	3.3763	314	0.7699	0.0980	0.7699	0.8774
No log	3.3978	316	0.7436	0.1600	0.7436	0.8623
No log	3.4194	318	0.7766	0.1111	0.7766	0.8813
No log	3.4409	320	1.0449	0.1378	1.0449	1.0222
No log	3.4624	322	1.2499	0.0968	1.2499	1.1180
No log	3.4839	324	1.0440	0.1367	1.0440	1.0218
No log	3.5054	326	0.7294	0.1921	0.7294	0.8540
No log	3.5269	328	0.6995	0.2157	0.6995	0.8364
No log	3.5484	330	0.7584	0.1443	0.7584	0.8708
No log	3.5699	332	0.8474	0.1211	0.8474	0.9206
No log	3.5914	334	0.8050	0.1549	0.8050	0.8972
No log	3.6129	336	0.6879	0.2513	0.6879	0.8294
No log	3.6344	338	0.6835	0.2088	0.6835	0.8268
No log	3.6559	340	0.7061	0.2513	0.7061	0.8403
No log	3.6774	342	0.6625	0.2914	0.6625	0.8139
No log	3.6989	344	0.6182	0.3412	0.6182	0.7862
No log	3.7204	346	0.6120	0.3684	0.6120	0.7823
No log	3.7419	348	0.6654	0.2542	0.6654	0.8157
No log	3.7634	350	0.6488	0.2542	0.6488	0.8055
No log	3.7849	352	0.5821	0.2848	0.5821	0.7630
No log	3.8065	354	0.5841	0.3247	0.5841	0.7642
No log	3.8280	356	0.6211	0.2558	0.6211	0.7881
No log	3.8495	358	0.8311	0.1549	0.8311	0.9117
No log	3.8710	360	0.8308	0.1549	0.8308	0.9115
No log	3.8925	362	0.7075	0.2577	0.7075	0.8411
No log	3.9140	364	0.6381	0.2332	0.6381	0.7988
No log	3.9355	366	0.6289	0.1913	0.6289	0.7930
No log	3.9570	368	0.7352	0.2340	0.7352	0.8575
No log	3.9785	370	0.7440	0.2340	0.7440	0.8625
No log	4.0	372	0.7685	0.1923	0.7685	0.8767
No log	4.0215	374	0.7148	0.2251	0.7148	0.8455
No log	4.0430	376	0.7381	0.2637	0.7381	0.8591
No log	4.0645	378	0.6727	0.2707	0.6727	0.8202
No log	4.0860	380	0.6955	0.2258	0.6955	0.8340
No log	4.1075	382	0.6555	0.2558	0.6555	0.8096
No log	4.1290	384	0.6880	0.2917	0.6880	0.8295
No log	4.1505	386	0.7379	0.2165	0.7379	0.8590
No log	4.1720	388	0.6862	0.25	0.6862	0.8283
No log	4.1935	390	0.7195	0.2165	0.7195	0.8482
No log	4.2151	392	0.7804	0.1456	0.7804	0.8834
No log	4.2366	394	0.8619	0.0609	0.8619	0.9284
No log	4.2581	396	0.7204	0.2258	0.7204	0.8487
No log	4.2796	398	0.6024	0.3067	0.6024	0.7762
No log	4.3011	400	0.5925	0.2727	0.5925	0.7697
No log	4.3226	402	0.6384	0.2289	0.6384	0.7990
No log	4.3441	404	0.8017	0.0493	0.8017	0.8954
No log	4.3656	406	0.7597	0.2239	0.7597	0.8716
No log	4.3871	408	0.6565	0.2265	0.6565	0.8102
No log	4.4086	410	0.7192	0.2251	0.7192	0.8480
No log	4.4301	412	0.7698	0.2239	0.7698	0.8774
No log	4.4516	414	0.7855	0.2607	0.7855	0.8863
No log	4.4731	416	0.6699	0.2340	0.6699	0.8185
No log	4.4946	418	0.6004	0.2289	0.6004	0.7749
No log	4.5161	420	0.6275	0.1230	0.6275	0.7921
No log	4.5376	422	0.5746	0.2102	0.5746	0.7580
No log	4.5591	424	0.6359	0.2749	0.6359	0.7974
No log	4.5806	426	0.8000	0.2287	0.8000	0.8945
No log	4.6022	428	0.7583	0.2323	0.7583	0.8708
No log	4.6237	430	0.6235	0.2405	0.6235	0.7896
No log	4.6452	432	0.5638	0.2821	0.5638	0.7509
No log	4.6667	434	0.5677	0.2208	0.5677	0.7535
No log	4.6882	436	0.5835	0.3865	0.5835	0.7639
No log	4.7097	438	0.6657	0.2941	0.6657	0.8159
No log	4.7312	440	0.7496	0.2332	0.7496	0.8658
No log	4.7527	442	0.7377	0.2332	0.7377	0.8589
No log	4.7742	444	0.6068	0.3631	0.6068	0.7790
No log	4.7957	446	0.5932	0.1902	0.5932	0.7702
No log	4.8172	448	0.5904	0.25	0.5904	0.7684
No log	4.8387	450	0.6089	0.2752	0.6089	0.7803
No log	4.8602	452	0.6594	0.2381	0.6594	0.8120
No log	4.8817	454	0.6253	0.2704	0.6253	0.7908
No log	4.9032	456	0.6125	0.3247	0.6125	0.7826
No log	4.9247	458	0.6347	0.2663	0.6347	0.7967
No log	4.9462	460	0.6142	0.3086	0.6142	0.7837
No log	4.9677	462	0.5703	0.2821	0.5703	0.7552
No log	4.9892	464	0.5719	0.2821	0.5719	0.7563
No log	5.0108	466	0.5992	0.2914	0.5992	0.7741
No log	5.0323	468	0.6740	0.2251	0.6740	0.8210
No log	5.0538	470	0.6527	0.2265	0.6527	0.8079
No log	5.0753	472	0.5733	0.3032	0.5733	0.7571
No log	5.0968	474	0.5619	0.2848	0.5619	0.7496
No log	5.1183	476	0.5631	0.2848	0.5631	0.7504
No log	5.1398	478	0.5626	0.3514	0.5626	0.7500
No log	5.1613	480	0.5806	0.1773	0.5806	0.7620
No log	5.1828	482	0.5836	0.1773	0.5836	0.7639
No log	5.2043	484	0.5641	0.3103	0.5641	0.7511
No log	5.2258	486	0.5867	0.1579	0.5867	0.7659
No log	5.2473	488	0.5792	0.2102	0.5792	0.7611
No log	5.2688	490	0.5908	0.2230	0.5908	0.7686
No log	5.2903	492	0.6378	0.1716	0.6378	0.7986
No log	5.3118	494	0.6190	0.2215	0.6190	0.7868
No log	5.3333	496	0.6029	0.2727	0.6029	0.7764
No log	5.3548	498	0.6197	0.2611	0.6197	0.7872
0.3977	5.3763	500	0.6167	0.2727	0.6167	0.7853
0.3977	5.3978	502	0.6599	0.2179	0.6599	0.8123
0.3977	5.4194	504	0.7813	0.1429	0.7813	0.8839
0.3977	5.4409	506	0.7545	0.1429	0.7545	0.8686
0.3977	5.4624	508	0.6983	0.2165	0.6983	0.8356
0.3977	5.4839	510	0.6288	0.2704	0.6288	0.7930
0.3977	5.5054	512	0.5983	0.2848	0.5983	0.7735
0.3977	5.5269	514	0.6526	0.0617	0.6526	0.8078
0.3977	5.5484	516	0.6354	0.1707	0.6354	0.7971
0.3977	5.5699	518	0.5810	0.2848	0.5810	0.7623
0.3977	5.5914	520	0.6079	0.2201	0.6079	0.7797
0.3977	5.6129	522	0.7477	0.0707	0.7477	0.8647
0.3977	5.6344	524	0.7614	0.0739	0.7614	0.8726
0.3977	5.6559	526	0.6649	0.2174	0.6649	0.8154
0.3977	5.6774	528	0.5943	0.2632	0.5943	0.7709
0.3977	5.6989	530	0.5794	0.2727	0.5794	0.7612
0.3977	5.7204	532	0.5812	0.2727	0.5812	0.7624
0.3977	5.7419	534	0.5858	0.3067	0.5858	0.7654
0.3977	5.7634	536	0.6625	0.2174	0.6625	0.8139
0.3977	5.7849	538	0.7475	0.0739	0.7475	0.8646
0.3977	5.8065	540	0.7265	0.1503	0.7265	0.8524
0.3977	5.8280	542	0.6238	0.3136	0.6238	0.7898
0.3977	5.8495	544	0.5895	0.2704	0.5895	0.7678
0.3977	5.8710	546	0.6048	0.2683	0.6048	0.7777
0.3977	5.8925	548	0.5882	0.3158	0.5882	0.7669
0.3977	5.9140	550	0.5838	0.3548	0.5838	0.7641
0.3977	5.9355	552	0.5775	0.3333	0.5775	0.7600
0.3977	5.9570	554	0.5870	0.3735	0.5870	0.7661
0.3977	5.9785	556	0.6334	0.2644	0.6334	0.7959
0.3977	6.0	558	0.6920	0.1414	0.6920	0.8318
0.3977	6.0215	560	0.6834	0.1414	0.6834	0.8267
0.3977	6.0430	562	0.6066	0.3086	0.6066	0.7789
0.3977	6.0645	564	0.5792	0.2727	0.5792	0.7610
0.3977	6.0860	566	0.5827	0.2611	0.5827	0.7634
0.3977	6.1075	568	0.5784	0.2727	0.5784	0.7605
0.3977	6.1290	570	0.5768	0.2727	0.5768	0.7595
0.3977	6.1505	572	0.5836	0.3333	0.5836	0.7640
0.3977	6.1720	574	0.6135	0.2821	0.6135	0.7833
0.3977	6.1935	576	0.6171	0.2795	0.6171	0.7856
0.3977	6.2151	578	0.5906	0.2552	0.5906	0.7685
0.3977	6.2366	580	0.5930	0.2727	0.5930	0.7701
0.3977	6.2581	582	0.6061	0.2973	0.6061	0.7785
0.3977	6.2796	584	0.6660	0.2174	0.6660	0.8161
0.3977	6.3011	586	0.7124	0.2169	0.7124	0.8440
0.3977	6.3226	588	0.6761	0.2174	0.6761	0.8222
0.3977	6.3441	590	0.6774	0.2169	0.6774	0.8231
0.3977	6.3656	592	0.7349	0.1753	0.7349	0.8573
0.3977	6.3871	594	0.7070	0.2169	0.7070	0.8408
0.3977	6.4086	596	0.7130	0.2169	0.7130	0.8444
0.3977	6.4301	598	0.6561	0.1732	0.6561	0.8100
0.3977	6.4516	600	0.6287	0.2533	0.6287	0.7929
0.3977	6.4731	602	0.6029	0.2727	0.6029	0.7765
0.3977	6.4946	604	0.6005	0.2727	0.6005	0.7749
0.3977	6.5161	606	0.6095	0.2113	0.6095	0.7807
0.3977	6.5376	608	0.6082	0.2230	0.6082	0.7799
0.3977	6.5591	610	0.6112	0.2230	0.6112	0.7818
0.3977	6.5806	612	0.6095	0.2676	0.6095	0.7807
0.3977	6.6022	614	0.6465	0.2189	0.6465	0.8041
0.3977	6.6237	616	0.7042	0.2169	0.7042	0.8391
0.3977	6.6452	618	0.7126	0.2169	0.7126	0.8442
0.3977	6.6667	620	0.6948	0.2174	0.6948	0.8336
0.3977	6.6882	622	0.6698	0.2527	0.6698	0.8184
0.3977	6.7097	624	0.6847	0.2513	0.6847	0.8275
0.3977	6.7312	626	0.7298	0.2169	0.7298	0.8543
0.3977	6.7527	628	0.6857	0.2513	0.6857	0.8280
0.3977	6.7742	630	0.6187	0.2683	0.6187	0.7866
0.3977	6.7957	632	0.6166	0.1807	0.6166	0.7852
0.3977	6.8172	634	0.6160	0.1807	0.6160	0.7848
0.3977	6.8387	636	0.5992	0.2611	0.5992	0.7741
0.3977	6.8602	638	0.6138	0.3735	0.6138	0.7834
0.3977	6.8817	640	0.6343	0.1716	0.6343	0.7964
0.3977	6.9032	642	0.6352	0.2184	0.6352	0.7970
0.3977	6.9247	644	0.6152	0.2704	0.6152	0.7844
0.3977	6.9462	646	0.6120	0.2704	0.6120	0.7823
0.3977	6.9677	648	0.6174	0.2704	0.6174	0.7858
0.3977	6.9892	650	0.6316	0.1716	0.6316	0.7948
0.3977	7.0108	652	0.6596	0.2273	0.6596	0.8122
0.3977	7.0323	654	0.6413	0.1716	0.6413	0.8008
0.3977	7.0538	656	0.6042	0.3377	0.6042	0.7773
0.3977	7.0753	658	0.6060	0.2611	0.6060	0.7785
0.3977	7.0968	660	0.6181	0.3333	0.6181	0.7862
0.3977	7.1183	662	0.6476	0.2471	0.6476	0.8048
0.3977	7.1398	664	0.6963	0.2169	0.6963	0.8345
0.3977	7.1613	666	0.7516	0.2251	0.7516	0.8669
0.3977	7.1828	668	0.7517	0.2251	0.7517	0.8670
0.3977	7.2043	670	0.6906	0.2169	0.6906	0.8310
0.3977	7.2258	672	0.6256	0.2611	0.6256	0.7910
0.3977	7.2473	674	0.6124	0.2941	0.6124	0.7825
0.3977	7.2688	676	0.6212	0.2516	0.6212	0.7882
0.3977	7.2903	678	0.6334	0.2611	0.6334	0.7959
0.3977	7.3118	680	0.6314	0.2611	0.6314	0.7946
0.3977	7.3333	682	0.6695	0.2184	0.6695	0.8182
0.3977	7.3548	684	0.6975	0.2174	0.6975	0.8351
0.3977	7.3763	686	0.6900	0.2513	0.6900	0.8306
0.3977	7.3978	688	0.6835	0.2432	0.6835	0.8268
0.3977	7.4194	690	0.6909	0.3089	0.6909	0.8312
0.3977	7.4409	692	0.7107	0.3061	0.7107	0.8430
0.3977	7.4624	694	0.7208	0.3061	0.7208	0.8490
0.3977	7.4839	696	0.7650	0.24	0.7650	0.8747
0.3977	7.5054	698	0.7929	0.24	0.7929	0.8905
0.3977	7.5269	700	0.8782	0.0769	0.8782	0.9371
0.3977	7.5484	702	0.9146	0.0847	0.9146	0.9563
0.3977	7.5699	704	0.8596	0.1131	0.8596	0.9271
0.3977	7.5914	706	0.7560	0.2390	0.7560	0.8695
0.3977	7.6129	708	0.6812	0.2889	0.6812	0.8254
0.3977	7.6344	710	0.6482	0.3333	0.6482	0.8051
0.3977	7.6559	712	0.6340	0.25	0.6340	0.7962
0.3977	7.6774	714	0.6429	0.2970	0.6429	0.8018
0.3977	7.6989	716	0.6681	0.2771	0.6681	0.8173
0.3977	7.7204	718	0.6717	0.2771	0.6717	0.8196
0.3977	7.7419	720	0.6561	0.2771	0.6561	0.8100
0.3977	7.7634	722	0.6321	0.2593	0.6321	0.7950
0.3977	7.7849	724	0.6094	0.2516	0.6094	0.7807
0.3977	7.8065	726	0.6076	0.2516	0.6076	0.7795
0.3977	7.8280	728	0.6211	0.2970	0.6211	0.7881
0.3977	7.8495	730	0.6455	0.2771	0.6455	0.8034
0.3977	7.8710	732	0.6504	0.2749	0.6504	0.8065
0.3977	7.8925	734	0.6617	0.2273	0.6617	0.8134
0.3977	7.9140	736	0.6876	0.2258	0.6876	0.8292
0.3977	7.9355	738	0.7244	0.2251	0.7244	0.8511
0.3977	7.9570	740	0.7357	0.2251	0.7357	0.8577
0.3977	7.9785	742	0.7061	0.2258	0.7061	0.8403
0.3977	8.0	744	0.6726	0.25	0.6726	0.8201
0.3977	8.0215	746	0.6744	0.25	0.6744	0.8212
0.3977	8.0430	748	0.6752	0.25	0.6752	0.8217
0.3977	8.0645	750	0.6681	0.25	0.6681	0.8174
0.3977	8.0860	752	0.6455	0.3224	0.6455	0.8034
0.3977	8.1075	754	0.6306	0.3182	0.6306	0.7941
0.3977	8.1290	756	0.6323	0.3182	0.6323	0.7952
0.3977	8.1505	758	0.6492	0.3224	0.6492	0.8057
0.3977	8.1720	760	0.6744	0.2727	0.6744	0.8212
0.3977	8.1935	762	0.6806	0.2727	0.6806	0.8250
0.3977	8.2151	764	0.6746	0.2746	0.6746	0.8214
0.3977	8.2366	766	0.6504	0.3224	0.6504	0.8065
0.3977	8.2581	768	0.6413	0.3258	0.6413	0.8008
0.3977	8.2796	770	0.6353	0.3182	0.6353	0.7971
0.3977	8.3011	772	0.6291	0.3253	0.6291	0.7932
0.3977	8.3226	774	0.6285	0.3253	0.6285	0.7928
0.3977	8.3441	776	0.6470	0.3258	0.6470	0.8044
0.3977	8.3656	778	0.6606	0.2746	0.6606	0.8128
0.3977	8.3871	780	0.6652	0.2746	0.6652	0.8156
0.3977	8.4086	782	0.6792	0.2174	0.6792	0.8242
0.3977	8.4301	784	0.7026	0.2169	0.7026	0.8382
0.3977	8.4516	786	0.7110	0.2169	0.7110	0.8432
0.3977	8.4731	788	0.6883	0.2174	0.6883	0.8296
0.3977	8.4946	790	0.6621	0.2746	0.6621	0.8137
0.3977	8.5161	792	0.6454	0.3258	0.6454	0.8034
0.3977	8.5376	794	0.6458	0.3258	0.6458	0.8036
0.3977	8.5591	796	0.6421	0.3258	0.6421	0.8013
0.3977	8.5806	798	0.6426	0.3258	0.6426	0.8016
0.3977	8.6022	800	0.6364	0.3258	0.6364	0.7977
0.3977	8.6237	802	0.6288	0.2771	0.6288	0.7930
0.3977	8.6452	804	0.6339	0.3216	0.6339	0.7962
0.3977	8.6667	806	0.6584	0.2746	0.6584	0.8114
0.3977	8.6882	808	0.6868	0.2169	0.6868	0.8287
0.3977	8.7097	810	0.6918	0.2169	0.6918	0.8318
0.3977	8.7312	812	0.6692	0.2821	0.6692	0.8181
0.3977	8.7527	814	0.6444	0.2746	0.6444	0.8027
0.3977	8.7742	816	0.6269	0.2727	0.6269	0.7917
0.3977	8.7957	818	0.6148	0.3136	0.6148	0.7841
0.3977	8.8172	820	0.6075	0.3121	0.6075	0.7794
0.3977	8.8387	822	0.6089	0.3086	0.6089	0.7803
0.3977	8.8602	824	0.6162	0.3136	0.6162	0.7850
0.3977	8.8817	826	0.6385	0.2766	0.6385	0.7990
0.3977	8.9032	828	0.6658	0.2821	0.6658	0.8160
0.3977	8.9247	830	0.7004	0.2169	0.7004	0.8369
0.3977	8.9462	832	0.7167	0.2169	0.7167	0.8466
0.3977	8.9677	834	0.7192	0.2165	0.7192	0.8481
0.3977	8.9892	836	0.7244	0.2165	0.7244	0.8511
0.3977	9.0108	838	0.7254	0.2165	0.7254	0.8517
0.3977	9.0323	840	0.7016	0.2169	0.7016	0.8376
0.3977	9.0538	842	0.6731	0.25	0.6731	0.8204
0.3977	9.0753	844	0.6474	0.2746	0.6474	0.8046
0.3977	9.0968	846	0.6305	0.2787	0.6305	0.7941
0.3977	9.1183	848	0.6185	0.3216	0.6185	0.7864
0.3977	9.1398	850	0.6115	0.3659	0.6115	0.7820
0.3977	9.1613	852	0.6102	0.3659	0.6102	0.7812
0.3977	9.1828	854	0.6128	0.3292	0.6128	0.7828
0.3977	9.2043	856	0.6176	0.3216	0.6176	0.7859
0.3977	9.2258	858	0.6239	0.2727	0.6239	0.7899
0.3977	9.2473	860	0.6264	0.3149	0.6264	0.7914
0.3977	9.2688	862	0.6276	0.2809	0.6276	0.7922
0.3977	9.2903	864	0.6287	0.3149	0.6287	0.7929
0.3977	9.3118	866	0.6278	0.3149	0.6278	0.7923
0.3977	9.3333	868	0.6303	0.2809	0.6303	0.7939
0.3977	9.3548	870	0.6313	0.2809	0.6313	0.7945
0.3977	9.3763	872	0.6294	0.3149	0.6294	0.7933
0.3977	9.3978	874	0.6314	0.3149	0.6314	0.7946
0.3977	9.4194	876	0.6336	0.2809	0.6336	0.7960
0.3977	9.4409	878	0.6417	0.2787	0.6417	0.8011
0.3977	9.4624	880	0.6529	0.2746	0.6529	0.8080
0.3977	9.4839	882	0.6570	0.2746	0.6570	0.8106
0.3977	9.5054	884	0.6614	0.2842	0.6614	0.8133
0.3977	9.5269	886	0.6611	0.2842	0.6611	0.8131
0.3977	9.5484	888	0.6595	0.2842	0.6595	0.8121
0.3977	9.5699	890	0.6559	0.2842	0.6559	0.8098
0.3977	9.5914	892	0.6467	0.2766	0.6467	0.8042
0.3977	9.6129	894	0.6397	0.2787	0.6397	0.7998
0.3977	9.6344	896	0.6349	0.2787	0.6349	0.7968
0.3977	9.6559	898	0.6299	0.2787	0.6299	0.7936
0.3977	9.6774	900	0.6246	0.2809	0.6246	0.7903
0.3977	9.6989	902	0.6210	0.2809	0.6210	0.7881
0.3977	9.7204	904	0.6165	0.2809	0.6165	0.7851
0.3977	9.7419	906	0.6146	0.3216	0.6146	0.7839
0.3977	9.7634	908	0.6143	0.3216	0.6143	0.7838
0.3977	9.7849	910	0.6136	0.2771	0.6136	0.7834
0.3977	9.8065	912	0.6127	0.2771	0.6127	0.7827
0.3977	9.8280	914	0.6120	0.2771	0.6120	0.7823
0.3977	9.8495	916	0.6114	0.2771	0.6114	0.7820
0.3977	9.8710	918	0.6117	0.2771	0.6117	0.7821
0.3977	9.8925	920	0.6127	0.2771	0.6127	0.7828
0.3977	9.9140	922	0.6139	0.2771	0.6139	0.7835
0.3977	9.9355	924	0.6151	0.2771	0.6151	0.7843
0.3977	9.9570	926	0.6160	0.2370	0.6160	0.7849
0.3977	9.9785	928	0.6164	0.2370	0.6164	0.7851
0.3977	10.0	930	0.6165	0.2370	0.6165	0.7852

Framework versions

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