ArabicNewSplits4_WithDuplicationsForScore5_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: 0.6822
• Qwk: 0.2251
• Mse: 0.6822
• Rmse: 0.8259

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	0.0274	2	3.5247	-0.0149	3.5247	1.8774
No log	0.0548	4	2.1972	-0.0695	2.1972	1.4823
No log	0.0822	6	1.3105	0.0255	1.3105	1.1448
No log	0.1096	8	1.0617	0.0114	1.0617	1.0304
No log	0.1370	10	0.6660	0.1282	0.6660	0.8161
No log	0.1644	12	0.6490	0.1195	0.6490	0.8056
No log	0.1918	14	0.5520	0.0725	0.5520	0.7430
No log	0.2192	16	0.5563	0.1884	0.5563	0.7459
No log	0.2466	18	0.6480	0.2281	0.6480	0.8050
No log	0.2740	20	0.6891	0.0968	0.6891	0.8301
No log	0.3014	22	1.0421	0.0823	1.0421	1.0208
No log	0.3288	24	0.8210	0.0588	0.8210	0.9061
No log	0.3562	26	0.6090	0.0909	0.6090	0.7804
No log	0.3836	28	0.6312	0.0	0.6312	0.7945
No log	0.4110	30	0.6900	-0.0732	0.6900	0.8307
No log	0.4384	32	0.6908	-0.0794	0.6908	0.8312
No log	0.4658	34	0.6666	0.0	0.6666	0.8165
No log	0.4932	36	0.5982	0.0	0.5982	0.7734
No log	0.5205	38	0.7069	0.2593	0.7069	0.8408
No log	0.5479	40	0.8046	0.0333	0.8046	0.8970
No log	0.5753	42	0.7567	0.0857	0.7567	0.8699
No log	0.6027	44	0.7302	0.125	0.7302	0.8545
No log	0.6301	46	0.6615	0.1905	0.6615	0.8133
No log	0.6575	48	0.5939	-0.0081	0.5939	0.7706
No log	0.6849	50	0.6516	-0.0081	0.6516	0.8072
No log	0.7123	52	0.7169	0.1638	0.7169	0.8467
No log	0.7397	54	1.0181	0.0877	1.0181	1.0090
No log	0.7671	56	0.6187	0.0071	0.6187	0.7866
No log	0.7945	58	0.7889	0.0769	0.7889	0.8882
No log	0.8219	60	0.7856	0.0769	0.7856	0.8863
No log	0.8493	62	0.6817	-0.0256	0.6817	0.8256
No log	0.8767	64	0.6205	0.0857	0.6205	0.7877
No log	0.9041	66	0.7077	0.2766	0.7077	0.8413
No log	0.9315	68	0.6347	0.0429	0.6347	0.7967
No log	0.9589	70	0.7644	0.1340	0.7644	0.8743
No log	0.9863	72	1.1756	0.1429	1.1756	1.0842
No log	1.0137	74	1.0537	0.1347	1.0537	1.0265
No log	1.0411	76	0.7190	0.0802	0.7190	0.8479
No log	1.0685	78	1.0361	0.0933	1.0361	1.0179
No log	1.0959	80	0.8683	0.1111	0.8683	0.9318
No log	1.1233	82	0.9155	0.1092	0.9155	0.9568
No log	1.1507	84	1.6834	0.0750	1.6834	1.2975
No log	1.1781	86	1.4265	0.0345	1.4265	1.1943
No log	1.2055	88	0.6734	0.1892	0.6734	0.8206
No log	1.2329	90	0.7601	0.0980	0.7601	0.8718
No log	1.2603	92	0.7553	0.0249	0.7553	0.8691
No log	1.2877	94	0.5799	0.2418	0.5799	0.7615
No log	1.3151	96	1.2281	0.0667	1.2281	1.1082
No log	1.3425	98	1.4339	0.0689	1.4339	1.1975
No log	1.3699	100	0.8413	0.1600	0.8413	0.9172
No log	1.3973	102	0.6036	0.1899	0.6036	0.7769
No log	1.4247	104	0.6599	0.0	0.6599	0.8123
No log	1.4521	106	0.5943	0.0588	0.5943	0.7709
No log	1.4795	108	0.7342	0.1086	0.7342	0.8569
No log	1.5068	110	0.8537	0.1600	0.8537	0.9239
No log	1.5342	112	0.8025	0.1579	0.8025	0.8958
No log	1.5616	114	0.7557	0.1579	0.7557	0.8693
No log	1.5890	116	0.6071	0.1467	0.6071	0.7792
No log	1.6164	118	0.6975	0.1910	0.6975	0.8351
No log	1.6438	120	0.9980	0.1319	0.9980	0.9990
No log	1.6712	122	0.8794	0.1610	0.8794	0.9378
No log	1.6986	124	0.6650	0.1902	0.6650	0.8155
No log	1.7260	126	0.6037	0.2848	0.6037	0.7770
No log	1.7534	128	0.6812	0.1905	0.6812	0.8253
No log	1.7808	130	1.1781	0.1155	1.1781	1.0854
No log	1.8082	132	1.1140	0.1942	1.1140	1.0554
No log	1.8356	134	0.7637	0.2323	0.7637	0.8739
No log	1.8630	136	0.7080	0.1381	0.7080	0.8414
No log	1.8904	138	0.7023	0.1304	0.7023	0.8381
No log	1.9178	140	0.9266	0.0847	0.9266	0.9626
No log	1.9452	142	0.7131	0.1138	0.7131	0.8444
No log	1.9726	144	0.7625	0.1186	0.7625	0.8732
No log	2.0	146	1.0769	0.0345	1.0769	1.0377
No log	2.0274	148	0.7704	0.1186	0.7704	0.8777
No log	2.0548	150	0.7225	0.1445	0.7225	0.8500
No log	2.0822	152	0.9748	0.1169	0.9748	0.9873
No log	2.1096	154	1.1436	0.1111	1.1436	1.0694
No log	2.1370	156	0.7685	0.125	0.7685	0.8766
No log	2.1644	158	0.6555	0.1083	0.6555	0.8096
No log	2.1918	160	0.7656	0.1913	0.7656	0.8750
No log	2.2192	162	0.9583	0.1660	0.9583	0.9789
No log	2.2466	164	1.0492	0.1396	1.0492	1.0243
No log	2.2740	166	1.0615	0.1331	1.0615	1.0303
No log	2.3014	168	0.8594	0.1837	0.8594	0.9270
No log	2.3288	170	1.0091	0.1203	1.0091	1.0045
No log	2.3562	172	1.0729	0.1496	1.0729	1.0358
No log	2.3836	174	1.6064	0.0466	1.6064	1.2675
No log	2.4110	176	2.3535	0.0468	2.3535	1.5341
No log	2.4384	178	1.9709	0.0420	1.9709	1.4039
No log	2.4658	180	1.0871	0.0522	1.0871	1.0427
No log	2.4932	182	0.7708	0.1568	0.7708	0.8779
No log	2.5205	184	0.8059	0.1357	0.8059	0.8977
No log	2.5479	186	1.0577	0.0698	1.0577	1.0284
No log	2.5753	188	0.9923	0.0288	0.9923	0.9961
No log	2.6027	190	0.6961	0.1111	0.6961	0.8343
No log	2.6301	192	0.6786	0.1011	0.6786	0.8238
No log	2.6575	194	0.6928	0.1111	0.6928	0.8323
No log	2.6849	196	0.8827	0.1005	0.8827	0.9395
No log	2.7123	198	1.0306	0.1008	1.0306	1.0152
No log	2.7397	200	0.9433	0.1050	0.9433	0.9712
No log	2.7671	202	0.8073	0.2161	0.8073	0.8985
No log	2.7945	204	0.7261	0.28	0.7261	0.8521
No log	2.8219	206	0.7164	0.28	0.7164	0.8464
No log	2.8493	208	0.9300	0.0796	0.9300	0.9644
No log	2.8767	210	1.4958	0.0787	1.4958	1.2230
No log	2.9041	212	1.3592	0.0983	1.3592	1.1659
No log	2.9315	214	0.7727	0.1357	0.7727	0.8790
No log	2.9589	216	0.6376	0.2093	0.6376	0.7985
No log	2.9863	218	0.6306	0.2663	0.6306	0.7941
No log	3.0137	220	0.7306	0.1675	0.7306	0.8547
No log	3.0411	222	1.3498	0.1411	1.3498	1.1618
No log	3.0685	224	1.3927	0.1411	1.3927	1.1801
No log	3.0959	226	0.8503	0.1667	0.8503	0.9221
No log	3.1233	228	0.6326	0.3757	0.6326	0.7954
No log	3.1507	230	0.6371	0.2184	0.6371	0.7982
No log	3.1781	232	0.7770	0.1045	0.7770	0.8815
No log	3.2055	234	0.7532	0.1414	0.7532	0.8678
No log	3.2329	236	0.6791	0.1716	0.6791	0.8241
No log	3.2603	238	0.5742	0.1500	0.5742	0.7578
No log	3.2877	240	0.5877	0.2914	0.5877	0.7666
No log	3.3151	242	0.5962	0.35	0.5962	0.7721
No log	3.3425	244	0.6549	0.2184	0.6549	0.8092
No log	3.3699	246	0.6008	0.2970	0.6008	0.7751
No log	3.3973	248	0.6588	0.3224	0.6588	0.8117
No log	3.4247	250	0.8983	0.1680	0.8983	0.9478
No log	3.4521	252	0.9739	0.1396	0.9739	0.9869
No log	3.4795	254	0.8271	0.1867	0.8271	0.9094
No log	3.5068	256	0.7633	0.1925	0.7633	0.8737
No log	3.5342	258	0.6731	0.2444	0.6731	0.8205
No log	3.5616	260	0.7031	0.1739	0.7031	0.8385
No log	3.5890	262	0.7703	0.0980	0.7703	0.8777
No log	3.6164	264	0.6413	0.2184	0.6413	0.8008
No log	3.6438	266	0.5757	0.2289	0.5757	0.7588
No log	3.6712	268	0.6211	0.3708	0.6211	0.7881
No log	3.6986	270	0.5901	0.2393	0.5901	0.7682
No log	3.7260	272	0.6166	0.2771	0.6166	0.7852
No log	3.7534	274	0.6317	0.2093	0.6317	0.7948
No log	3.7808	276	0.6828	0.2340	0.6828	0.8263
No log	3.8082	278	0.7148	0.125	0.7148	0.8455
No log	3.8356	280	0.6474	0.3446	0.6474	0.8046
No log	3.8630	282	0.6448	0.2644	0.6448	0.8030
No log	3.8904	284	0.7215	0.1746	0.7215	0.8494
No log	3.9178	286	0.7876	0.1841	0.7876	0.8875
No log	3.9452	288	0.6668	0.1605	0.6668	0.8166
No log	3.9726	290	0.6261	0.2857	0.6261	0.7912
No log	4.0	292	0.6428	0.2000	0.6428	0.8018
No log	4.0274	294	0.6104	0.3418	0.6104	0.7813
No log	4.0548	296	0.6089	0.1592	0.6089	0.7803
No log	4.0822	298	0.6103	0.1592	0.6103	0.7812
No log	4.1096	300	0.6584	0.2189	0.6584	0.8114
No log	4.1370	302	0.6713	0.2184	0.6713	0.8194
No log	4.1644	304	0.6176	0.2832	0.6176	0.7859
No log	4.1918	306	0.6151	0.1902	0.6151	0.7843
No log	4.2192	308	0.6281	0.2000	0.6281	0.7925
No log	4.2466	310	0.7544	0.1781	0.7544	0.8686
No log	4.2740	312	0.7411	0.1429	0.7411	0.8609
No log	4.3014	314	0.6177	0.1628	0.6177	0.7860
No log	4.3288	316	0.5898	0.2914	0.5898	0.7680
No log	4.3562	318	0.6004	0.2914	0.6004	0.7749
No log	4.3836	320	0.5586	0.2208	0.5586	0.7474
No log	4.4110	322	0.7470	0.2000	0.7470	0.8643
No log	4.4384	324	1.0411	0.136	1.0411	1.0203
No log	4.4658	326	0.9925	0.1333	0.9925	0.9962
No log	4.4932	328	0.7055	0.2707	0.7055	0.8400
No log	4.5205	330	0.5630	0.2000	0.5630	0.7504
No log	4.5479	332	0.6140	0.3043	0.6140	0.7836
No log	4.5753	334	0.5794	0.2883	0.5794	0.7612
No log	4.6027	336	0.5885	0.2771	0.5885	0.7672
No log	4.6301	338	0.7463	0.1837	0.7463	0.8639
No log	4.6575	340	0.8517	0.1790	0.8517	0.9229
No log	4.6849	342	0.7148	0.1746	0.7148	0.8455
No log	4.7123	344	0.5986	0.2707	0.5986	0.7737
No log	4.7397	346	0.6017	0.2707	0.6017	0.7757
No log	4.7671	348	0.6452	0.3224	0.6452	0.8033
No log	4.7945	350	0.8353	0.1090	0.8353	0.9139
No log	4.8219	352	0.8611	0.1150	0.8611	0.9280
No log	4.8493	354	0.7846	0.1443	0.7846	0.8858
No log	4.8767	356	0.6674	0.2707	0.6674	0.8170
No log	4.9041	358	0.6850	0.2707	0.6850	0.8277
No log	4.9315	360	0.7211	0.2707	0.7211	0.8492
No log	4.9589	362	0.7749	0.1443	0.7749	0.8803
No log	4.9863	364	0.8056	0.1111	0.8056	0.8975
No log	5.0137	366	0.8822	0.1150	0.8822	0.9392
No log	5.0411	368	0.7116	0.1832	0.7116	0.8436
No log	5.0685	370	0.6207	0.3263	0.6207	0.7878
No log	5.0959	372	0.6206	0.3161	0.6206	0.7878
No log	5.1233	374	0.6558	0.2174	0.6558	0.8098
No log	5.1507	376	0.8007	0.1852	0.8007	0.8948
No log	5.1781	378	0.7595	0.1837	0.7595	0.8715
No log	5.2055	380	0.6397	0.2707	0.6397	0.7998
No log	5.2329	382	0.5635	0.3580	0.5635	0.7507
No log	5.2603	384	0.5589	0.3580	0.5589	0.7476
No log	5.2877	386	0.6079	0.2795	0.6079	0.7797
No log	5.3151	388	0.7424	0.1456	0.7424	0.8616
No log	5.3425	390	0.7918	0.1493	0.7918	0.8898
No log	5.3699	392	0.6797	0.1832	0.6797	0.8245
No log	5.3973	394	0.5681	0.3136	0.5681	0.7537
No log	5.4247	396	0.5706	0.3136	0.5706	0.7553
No log	5.4521	398	0.6162	0.3708	0.6162	0.7850
No log	5.4795	400	0.7775	0.1469	0.7775	0.8818
No log	5.5068	402	0.8133	0.1493	0.8133	0.9018
No log	5.5342	404	0.8086	0.1504	0.8086	0.8992
No log	5.5616	406	0.7902	0.1481	0.7902	0.8889
No log	5.5890	408	0.7538	0.1841	0.7538	0.8682
No log	5.6164	410	0.6559	0.3016	0.6559	0.8099
No log	5.6438	412	0.6330	0.3073	0.6330	0.7956
No log	5.6712	414	0.6118	0.3073	0.6118	0.7822
No log	5.6986	416	0.6287	0.2727	0.6287	0.7929
No log	5.7260	418	0.7202	0.1837	0.7202	0.8486
No log	5.7534	420	0.7680	0.1469	0.7680	0.8764
No log	5.7808	422	0.7623	0.1456	0.7623	0.8731
No log	5.8082	424	0.8237	0.1803	0.8237	0.9076
No log	5.8356	426	0.9240	0.1815	0.9240	0.9612
No log	5.8630	428	0.8489	0.1799	0.8489	0.9214
No log	5.8904	430	0.7300	0.2251	0.7300	0.8544
No log	5.9178	432	0.7388	0.2245	0.7388	0.8596
No log	5.9452	434	0.8009	0.1504	0.8009	0.8949
No log	5.9726	436	0.9056	0.1235	0.9056	0.9516
No log	6.0	438	0.8822	0.1535	0.8822	0.9392
No log	6.0274	440	0.7641	0.1845	0.7641	0.8741
No log	6.0548	442	0.6607	0.2707	0.6607	0.8128
No log	6.0822	444	0.5907	0.2848	0.5907	0.7686
No log	6.1096	446	0.5906	0.2848	0.5906	0.7685
No log	6.1370	448	0.6707	0.2707	0.6707	0.8189
No log	6.1644	450	0.9141	0.1545	0.9141	0.9561
No log	6.1918	452	1.0443	0.1292	1.0443	1.0219
No log	6.2192	454	0.9576	0.1545	0.9576	0.9786
No log	6.2466	456	0.7695	0.1841	0.7695	0.8772
No log	6.2740	458	0.7406	0.1841	0.7406	0.8606
No log	6.3014	460	0.6742	0.2245	0.6742	0.8211
No log	6.3288	462	0.7014	0.1841	0.7014	0.8375
No log	6.3562	464	0.7212	0.1841	0.7212	0.8493
No log	6.3836	466	0.7335	0.1841	0.7335	0.8564
No log	6.4110	468	0.6555	0.2258	0.6555	0.8096
No log	6.4384	470	0.6240	0.3333	0.6240	0.7899
No log	6.4658	472	0.6267	0.2527	0.6267	0.7916
No log	6.4932	474	0.6167	0.3371	0.6167	0.7853
No log	6.5205	476	0.6679	0.2251	0.6679	0.8172
No log	6.5479	478	0.6725	0.1753	0.6725	0.8201
No log	6.5753	480	0.6377	0.3371	0.6377	0.7986
No log	6.6027	482	0.6495	0.3333	0.6495	0.8059
No log	6.6301	484	0.7002	0.1753	0.7002	0.8368
No log	6.6575	486	0.6565	0.2444	0.6565	0.8103
No log	6.6849	488	0.6768	0.1739	0.6768	0.8226
No log	6.7123	490	0.8134	0.1469	0.8134	0.9019
No log	6.7397	492	0.8710	0.1867	0.8710	0.9333
No log	6.7671	494	0.7666	0.1841	0.7666	0.8756
No log	6.7945	496	0.6181	0.2000	0.6181	0.7862
No log	6.8219	498	0.5933	0.2558	0.5933	0.7702
0.4687	6.8493	500	0.5936	0.2994	0.5936	0.7705
0.4687	6.8767	502	0.6079	0.2298	0.6079	0.7797
0.4687	6.9041	504	0.7560	0.1841	0.7560	0.8695
0.4687	6.9315	506	1.0408	0.1571	1.0408	1.0202
0.4687	6.9589	508	1.1501	0.1293	1.1501	1.0724
0.4687	6.9863	510	1.0371	0.1278	1.0371	1.0184
0.4687	7.0137	512	0.7944	0.1852	0.7944	0.8913
0.4687	7.0411	514	0.6103	0.2575	0.6103	0.7812
0.4687	7.0685	516	0.5576	0.3216	0.5576	0.7467
0.4687	7.0959	518	0.5600	0.2994	0.5600	0.7484
0.4687	7.1233	520	0.5550	0.4491	0.5550	0.7450
0.4687	7.1507	522	0.6222	0.2558	0.6222	0.7888
0.4687	7.1781	524	0.7885	0.1852	0.7885	0.8879
0.4687	7.2055	526	0.8684	0.1525	0.8684	0.9319
0.4687	7.2329	528	0.8006	0.1852	0.8006	0.8947
0.4687	7.2603	530	0.6679	0.2265	0.6679	0.8172
0.4687	7.2877	532	0.5744	0.3086	0.5744	0.7579
0.4687	7.3151	534	0.5649	0.3333	0.5649	0.7516
0.4687	7.3425	536	0.5762	0.3412	0.5762	0.7591
0.4687	7.3699	538	0.6326	0.2189	0.6326	0.7954
0.4687	7.3973	540	0.7703	0.1841	0.7703	0.8777
0.4687	7.4247	542	0.8820	0.1525	0.8820	0.9391
0.4687	7.4521	544	0.8551	0.1515	0.8551	0.9247
0.4687	7.4795	546	0.7695	0.2245	0.7695	0.8772
0.4687	7.5068	548	0.7363	0.2245	0.7363	0.8581
0.4687	7.5342	550	0.7585	0.2245	0.7585	0.8709
0.4687	7.5616	552	0.7439	0.2245	0.7439	0.8625
0.4687	7.5890	554	0.7608	0.2245	0.7608	0.8722
0.4687	7.6164	556	0.7999	0.1841	0.7999	0.8944
0.4687	7.6438	558	0.7814	0.1841	0.7814	0.8840
0.4687	7.6712	560	0.7790	0.1841	0.7790	0.8826
0.4687	7.6986	562	0.7488	0.2245	0.7488	0.8653
0.4687	7.7260	564	0.7188	0.2245	0.7188	0.8478
0.4687	7.7534	566	0.6775	0.2251	0.6775	0.8231
0.4687	7.7808	568	0.6563	0.1746	0.6563	0.8101
0.4687	7.8082	570	0.6689	0.1746	0.6689	0.8179
0.4687	7.8356	572	0.7321	0.1841	0.7321	0.8557
0.4687	7.8630	574	0.7975	0.1456	0.7975	0.8931
0.4687	7.8904	576	0.7605	0.1841	0.7605	0.8721
0.4687	7.9178	578	0.6929	0.1759	0.6929	0.8324
0.4687	7.9452	580	0.6059	0.2189	0.6059	0.7784
0.4687	7.9726	582	0.5810	0.5088	0.5810	0.7622
0.4687	8.0	584	0.5768	0.3455	0.5768	0.7595
0.4687	8.0274	586	0.5926	0.2195	0.5926	0.7698
0.4687	8.0548	588	0.6442	0.2179	0.6442	0.8026
0.4687	8.0822	590	0.6931	0.2251	0.6931	0.8325
0.4687	8.1096	592	0.7074	0.2245	0.7074	0.8411
0.4687	8.1370	594	0.6897	0.2251	0.6897	0.8305
0.4687	8.1644	596	0.6355	0.2184	0.6355	0.7972
0.4687	8.1918	598	0.6018	0.2189	0.6018	0.7758
0.4687	8.2192	600	0.5957	0.2189	0.5957	0.7718
0.4687	8.2466	602	0.5919	0.2195	0.5919	0.7693
0.4687	8.2740	604	0.6042	0.2189	0.6042	0.7773
0.4687	8.3014	606	0.6468	0.2727	0.6468	0.8042
0.4687	8.3288	608	0.7105	0.2251	0.7105	0.8429
0.4687	8.3562	610	0.7448	0.2245	0.7448	0.8630
0.4687	8.3836	612	0.7304	0.2245	0.7304	0.8546
0.4687	8.4110	614	0.6815	0.2251	0.6815	0.8255
0.4687	8.4384	616	0.6411	0.2273	0.6411	0.8007
0.4687	8.4658	618	0.6482	0.2273	0.6482	0.8051
0.4687	8.4932	620	0.6794	0.2251	0.6794	0.8243
0.4687	8.5205	622	0.7569	0.1456	0.7569	0.8700
0.4687	8.5479	624	0.8417	0.1515	0.8417	0.9174
0.4687	8.5753	626	0.8734	0.1535	0.8734	0.9345
0.4687	8.6027	628	0.8459	0.1515	0.8459	0.9197
0.4687	8.6301	630	0.7731	0.1469	0.7731	0.8793
0.4687	8.6575	632	0.6854	0.2251	0.6854	0.8279
0.4687	8.6849	634	0.6233	0.2771	0.6233	0.7895
0.4687	8.7123	636	0.6091	0.2189	0.6091	0.7804
0.4687	8.7397	638	0.6089	0.2189	0.6089	0.7803
0.4687	8.7671	640	0.6033	0.2189	0.6033	0.7767
0.4687	8.7945	642	0.6299	0.2179	0.6299	0.7937
0.4687	8.8219	644	0.6924	0.2251	0.6924	0.8321
0.4687	8.8493	646	0.7393	0.1456	0.7393	0.8598
0.4687	8.8767	648	0.7389	0.1456	0.7389	0.8596
0.4687	8.9041	650	0.7062	0.2251	0.7062	0.8404
0.4687	8.9315	652	0.6706	0.2251	0.6706	0.8189
0.4687	8.9589	654	0.6455	0.1739	0.6455	0.8034
0.4687	8.9863	656	0.6416	0.1739	0.6416	0.8010
0.4687	9.0137	658	0.6425	0.1739	0.6425	0.8015
0.4687	9.0411	660	0.6549	0.1746	0.6549	0.8093
0.4687	9.0685	662	0.6922	0.2251	0.6922	0.8320
0.4687	9.0959	664	0.7503	0.1456	0.7503	0.8662
0.4687	9.1233	666	0.7866	0.1481	0.7866	0.8869
0.4687	9.1507	668	0.8254	0.1131	0.8254	0.9085
0.4687	9.1781	670	0.8176	0.1131	0.8176	0.9042
0.4687	9.2055	672	0.7896	0.1481	0.7896	0.8886
0.4687	9.2329	674	0.7703	0.1456	0.7703	0.8777
0.4687	9.2603	676	0.7285	0.2245	0.7285	0.8535
0.4687	9.2877	678	0.6916	0.2251	0.6916	0.8316
0.4687	9.3151	680	0.6573	0.2258	0.6573	0.8108
0.4687	9.3425	682	0.6333	0.2179	0.6333	0.7958
0.4687	9.3699	684	0.6182	0.2179	0.6182	0.7863
0.4687	9.3973	686	0.6092	0.2189	0.6092	0.7805
0.4687	9.4247	688	0.6139	0.2189	0.6139	0.7835
0.4687	9.4521	690	0.6290	0.2179	0.6290	0.7931
0.4687	9.4795	692	0.6440	0.1739	0.6440	0.8025
0.4687	9.5068	694	0.6582	0.2258	0.6582	0.8113
0.4687	9.5342	696	0.6611	0.2258	0.6611	0.8131
0.4687	9.5616	698	0.6593	0.2258	0.6593	0.8120
0.4687	9.5890	700	0.6567	0.2258	0.6567	0.8103
0.4687	9.6164	702	0.6639	0.2251	0.6639	0.8148
0.4687	9.6438	704	0.6757	0.2251	0.6757	0.8220
0.4687	9.6712	706	0.6875	0.2251	0.6875	0.8292
0.4687	9.6986	708	0.6948	0.2251	0.6948	0.8335
0.4687	9.7260	710	0.7001	0.2251	0.7001	0.8367
0.4687	9.7534	712	0.7021	0.2251	0.7021	0.8379
0.4687	9.7808	714	0.7007	0.2251	0.7007	0.8371
0.4687	9.8082	716	0.7007	0.2251	0.7007	0.8371
0.4687	9.8356	718	0.6997	0.2251	0.6997	0.8365
0.4687	9.8630	720	0.6957	0.2251	0.6957	0.8341
0.4687	9.8904	722	0.6908	0.2251	0.6908	0.8311
0.4687	9.9178	724	0.6863	0.2251	0.6863	0.8284
0.4687	9.9452	726	0.6830	0.2251	0.6830	0.8264
0.4687	9.9726	728	0.6819	0.2251	0.6819	0.8258
0.4687	10.0	730	0.6822	0.2251	0.6822	0.8259

Framework versions

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