ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_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: 0.6757
• Qwk: 0.1732
• Mse: 0.6757
• Rmse: 0.8220

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	0.7168	0.1638	0.7168	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	0.7645	0.1340	0.7645	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	0.9156	0.1092	0.9156	0.9569
No log	1.1507	84	1.6835	0.0750	1.6835	1.2975
No log	1.1781	86	1.4264	0.0345	1.4264	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	1.2282	0.0667	1.2282	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	0.8124
No log	1.4521	106	0.5943	0.0588	0.5943	0.7709
No log	1.4795	108	0.7342	0.1086	0.7342	0.8568
No log	1.5068	110	0.8537	0.1600	0.8537	0.9239
No log	1.5342	112	0.8024	0.1579	0.8024	0.8958
No log	1.5616	114	0.7555	0.1579	0.7555	0.8692
No log	1.5890	116	0.6071	0.1467	0.6071	0.7792
No log	1.6164	118	0.6973	0.1910	0.6973	0.8350
No log	1.6438	120	0.9981	0.1319	0.9981	0.9991
No log	1.6712	122	0.8797	0.1610	0.8797	0.9379
No log	1.6986	124	0.6647	0.1902	0.6647	0.8153
No log	1.7260	126	0.6033	0.2848	0.6033	0.7767
No log	1.7534	128	0.6807	0.1905	0.6807	0.8251
No log	1.7808	130	1.1787	0.1155	1.1787	1.0857
No log	1.8082	132	1.1161	0.1942	1.1161	1.0565
No log	1.8356	134	0.7650	0.2323	0.7650	0.8746
No log	1.8630	136	0.7075	0.1364	0.7075	0.8411
No log	1.8904	138	0.7014	0.1304	0.7014	0.8375
No log	1.9178	140	0.9250	0.0847	0.9250	0.9618
No log	1.9452	142	0.7131	0.1138	0.7131	0.8445
No log	1.9726	144	0.7639	0.1186	0.7639	0.8740
No log	2.0	146	1.0796	0.0345	1.0796	1.0390
No log	2.0274	148	0.7712	0.1186	0.7712	0.8782
No log	2.0548	150	0.7225	0.1445	0.7225	0.8500
No log	2.0822	152	0.9739	0.1169	0.9739	0.9868
No log	2.1096	154	1.1434	0.1111	1.1434	1.0693
No log	2.1370	156	0.7680	0.125	0.7680	0.8764
No log	2.1644	158	0.6556	0.1083	0.6556	0.8097
No log	2.1918	160	0.7663	0.1913	0.7663	0.8754
No log	2.2192	162	0.9590	0.1660	0.9590	0.9793
No log	2.2466	164	1.0490	0.1396	1.0490	1.0242
No log	2.2740	166	1.0604	0.1331	1.0604	1.0298
No log	2.3014	168	0.8613	0.1837	0.8613	0.9280
No log	2.3288	170	1.0142	0.1203	1.0142	1.0071
No log	2.3562	172	1.0709	0.1496	1.0709	1.0349
No log	2.3836	174	1.5930	0.0466	1.5930	1.2621
No log	2.4110	176	2.3437	0.0468	2.3437	1.5309
No log	2.4384	178	1.9661	0.0420	1.9661	1.4022
No log	2.4658	180	1.0852	0.0820	1.0852	1.0417
No log	2.4932	182	0.7699	0.1915	0.7699	0.8774
No log	2.5205	184	0.8034	0.1357	0.8034	0.8963
No log	2.5479	186	1.0529	0.0698	1.0529	1.0261
No log	2.5753	188	0.9985	0.0645	0.9985	0.9992
No log	2.6027	190	0.6994	0.1111	0.6994	0.8363
No log	2.6301	192	0.6792	0.1011	0.6792	0.8241
No log	2.6575	194	0.6942	0.1111	0.6942	0.8332
No log	2.6849	196	0.8778	0.1005	0.8778	0.9369
No log	2.7123	198	1.0422	0.1027	1.0422	1.0209
No log	2.7397	200	0.9493	0.1050	0.9493	0.9743
No log	2.7671	202	0.8018	0.2161	0.8018	0.8954
No log	2.7945	204	0.7278	0.28	0.7278	0.8531
No log	2.8219	206	0.7180	0.3016	0.7180	0.8473
No log	2.8493	208	0.9750	0.0871	0.9750	0.9874
No log	2.8767	210	1.5629	0.0787	1.5629	1.2502
No log	2.9041	212	1.4268	0.0787	1.4268	1.1945
No log	2.9315	214	0.8202	0.1456	0.8202	0.9057
No log	2.9589	216	0.6320	0.2289	0.6320	0.7950
No log	2.9863	218	0.6328	0.2663	0.6328	0.7955
No log	3.0137	220	0.7173	0.1658	0.7173	0.8469
No log	3.0411	222	1.3021	0.1411	1.3021	1.1411
No log	3.0685	224	1.3526	0.1411	1.3526	1.1630
No log	3.0959	226	0.8380	0.1273	0.8380	0.9154
No log	3.1233	228	0.6361	0.2575	0.6361	0.7976
No log	3.1507	230	0.6539	0.2857	0.6539	0.8086
No log	3.1781	232	0.7930	0.1045	0.7930	0.8905
No log	3.2055	234	0.7203	0.1323	0.7203	0.8487
No log	3.2329	236	0.6581	0.2195	0.6581	0.8112
No log	3.2603	238	0.5729	0.1500	0.5729	0.7569
No log	3.2877	240	0.5751	0.1902	0.5751	0.7583
No log	3.3151	242	0.6267	0.35	0.6267	0.7916
No log	3.3425	244	0.6737	0.2179	0.6737	0.8208
No log	3.3699	246	0.5865	0.35	0.5865	0.7658
No log	3.3973	248	0.6231	0.2809	0.6231	0.7894
No log	3.4247	250	0.8128	0.1660	0.8128	0.9015
No log	3.4521	252	0.8862	0.1667	0.8862	0.9414
No log	3.4795	254	0.7698	0.2281	0.7698	0.8774
No log	3.5068	256	0.7212	0.2083	0.7212	0.8492
No log	3.5342	258	0.6324	0.3258	0.6324	0.7952
No log	3.5616	260	0.6571	0.2542	0.6571	0.8106
No log	3.5890	262	0.7356	0.0955	0.7356	0.8576
No log	3.6164	264	0.6279	0.2184	0.6279	0.7924
No log	3.6438	266	0.5599	0.2289	0.5599	0.7483
No log	3.6712	268	0.6147	0.3913	0.6147	0.7840
No log	3.6986	270	0.5855	0.2663	0.5855	0.7652
No log	3.7260	272	0.5916	0.3171	0.5916	0.7692
No log	3.7534	274	0.6276	0.2663	0.6276	0.7922
No log	3.7808	276	0.7305	0.0928	0.7305	0.8547
No log	3.8082	278	0.7422	0.0928	0.7422	0.8615
No log	3.8356	280	0.6482	0.2663	0.6482	0.8051
No log	3.8630	282	0.6369	0.2663	0.6369	0.7981
No log	3.8904	284	0.6808	0.1716	0.6808	0.8251
No log	3.9178	286	0.7761	0.1841	0.7761	0.8810
No log	3.9452	288	0.6842	0.2000	0.6842	0.8272
No log	3.9726	290	0.6487	0.2857	0.6487	0.8054
No log	4.0	292	0.6668	0.2000	0.6668	0.8166
No log	4.0274	294	0.6460	0.2000	0.6460	0.8037
No log	4.0548	296	0.6381	0.1592	0.6381	0.7988
No log	4.0822	298	0.6392	0.1169	0.6392	0.7995
No log	4.1096	300	0.6791	0.2189	0.6791	0.8241
No log	4.1370	302	0.6479	0.1083	0.6479	0.8049
No log	4.1644	304	0.6333	0.1902	0.6333	0.7958
No log	4.1918	306	0.6416	0.2289	0.6416	0.8010
No log	4.2192	308	0.6283	0.0409	0.6283	0.7926
No log	4.2466	310	0.7980	0.1781	0.7980	0.8933
No log	4.2740	312	0.7805	0.1351	0.7805	0.8835
No log	4.3014	314	0.6300	0.2000	0.6300	0.7937
No log	4.3288	316	0.6293	0.3149	0.6293	0.7933
No log	4.3562	318	0.6399	0.3369	0.6399	0.7999
No log	4.3836	320	0.5756	0.2000	0.5756	0.7587
No log	4.4110	322	0.7835	0.1456	0.7835	0.8851
No log	4.4384	324	1.0480	0.1686	1.0480	1.0237
No log	4.4658	326	0.9424	0.1333	0.9424	0.9708
No log	4.4932	328	0.6431	0.2749	0.6431	0.8019
No log	4.5205	330	0.5843	0.3136	0.5843	0.7644
No log	4.5479	332	0.6373	0.3061	0.6373	0.7983
No log	4.5753	334	0.5770	0.2883	0.5770	0.7596
No log	4.6027	336	0.5969	0.2102	0.5969	0.7726
No log	4.6301	338	0.7928	0.1456	0.7928	0.8904
No log	4.6575	340	0.9152	0.1756	0.9152	0.9567
No log	4.6849	342	0.7479	0.1753	0.7479	0.8648
No log	4.7123	344	0.6034	0.2707	0.6034	0.7768
No log	4.7397	346	0.6355	0.3258	0.6355	0.7972
No log	4.7671	348	0.6086	0.2707	0.6086	0.7801
No log	4.7945	350	0.7756	0.1429	0.7756	0.8807
No log	4.8219	352	0.9424	0.125	0.9424	0.9708
No log	4.8493	354	0.8975	0.1186	0.8975	0.9474
No log	4.8767	356	0.7578	0.1832	0.7578	0.8705
No log	4.9041	358	0.7888	0.1068	0.7888	0.8881
No log	4.9315	360	0.8149	0.1111	0.8149	0.9027
No log	4.9589	362	0.8458	0.1131	0.8458	0.9197
No log	4.9863	364	0.8424	0.1131	0.8424	0.9178
No log	5.0137	366	0.8803	0.1169	0.8803	0.9382
No log	5.0411	368	0.7448	0.1832	0.7448	0.8630
No log	5.0685	370	0.7532	0.1837	0.7532	0.8679
No log	5.0959	372	0.7407	0.1832	0.7407	0.8606
No log	5.1233	374	0.6888	0.2258	0.6888	0.8300
No log	5.1507	376	0.7656	0.1841	0.7656	0.8750
No log	5.1781	378	0.7215	0.2258	0.7215	0.8494
No log	5.2055	380	0.6478	0.2727	0.6478	0.8048
No log	5.2329	382	0.5940	0.2771	0.5940	0.7707
No log	5.2603	384	0.5703	0.3023	0.5703	0.7552
No log	5.2877	386	0.5982	0.2189	0.5982	0.7735
No log	5.3151	388	0.7193	0.1443	0.7193	0.8481
No log	5.3425	390	0.8811	0.1525	0.8811	0.9386
No log	5.3699	392	0.8084	0.1504	0.8084	0.8991
No log	5.3973	394	0.6241	0.3333	0.6241	0.7900
No log	5.4247	396	0.6090	0.3661	0.6090	0.7804
No log	5.4521	398	0.6518	0.2994	0.6518	0.8073
No log	5.4795	400	0.7624	0.1469	0.7624	0.8731
No log	5.5068	402	0.7465	0.1845	0.7465	0.8640
No log	5.5342	404	0.7682	0.1845	0.7682	0.8765
No log	5.5616	406	0.8283	0.1515	0.8283	0.9101
No log	5.5890	408	0.8466	0.1525	0.8466	0.9201
No log	5.6164	410	0.7597	0.1841	0.7597	0.8716
No log	5.6438	412	0.7235	0.2245	0.7235	0.8506
No log	5.6712	414	0.6288	0.2727	0.6288	0.7930
No log	5.6986	416	0.6518	0.2707	0.6518	0.8073
No log	5.7260	418	0.7479	0.1841	0.7479	0.8648
No log	5.7534	420	0.8170	0.1515	0.8170	0.9039
No log	5.7808	422	0.8454	0.1515	0.8454	0.9195
No log	5.8082	424	0.8696	0.1506	0.8696	0.9325
No log	5.8356	426	0.8163	0.1493	0.8163	0.9035
No log	5.8630	428	0.7044	0.2169	0.7044	0.8393
No log	5.8904	430	0.6784	0.2644	0.6784	0.8237
No log	5.9178	432	0.7936	0.1456	0.7936	0.8908
No log	5.9452	434	0.9649	0.1541	0.9649	0.9823
No log	5.9726	436	1.1629	0.1389	1.1629	1.0784
No log	6.0	438	1.0993	0.1389	1.0993	1.0485
No log	6.0274	440	0.8368	0.1852	0.8368	0.9148
No log	6.0548	442	0.6777	0.2749	0.6777	0.8232
No log	6.0822	444	0.5980	0.2318	0.5980	0.7733
No log	6.1096	446	0.6027	0.1795	0.6027	0.7764
No log	6.1370	448	0.6774	0.2749	0.6774	0.8231
No log	6.1644	450	0.8452	0.1852	0.8452	0.9194
No log	6.1918	452	0.8924	0.1203	0.8924	0.9446
No log	6.2192	454	0.9124	0.1186	0.9124	0.9552
No log	6.2466	456	0.8219	0.1845	0.8219	0.9066
No log	6.2740	458	0.8332	0.1481	0.8332	0.9128
No log	6.3014	460	0.7319	0.2245	0.7319	0.8555
No log	6.3288	462	0.7321	0.2245	0.7321	0.8556
No log	6.3562	464	0.7003	0.1753	0.7003	0.8369
No log	6.3836	466	0.6859	0.1746	0.6859	0.8282
No log	6.4110	468	0.6753	0.1739	0.6753	0.8218
No log	6.4384	470	0.7107	0.1759	0.7107	0.8431
No log	6.4658	472	0.7730	0.1845	0.7730	0.8792
No log	6.4932	474	0.7067	0.1753	0.7067	0.8407
No log	6.5205	476	0.6254	0.3371	0.6254	0.7908
No log	6.5479	478	0.6263	0.2558	0.6263	0.7914
No log	6.5753	480	0.6268	0.2558	0.6268	0.7917
No log	6.6027	482	0.6593	0.2090	0.6593	0.8120
No log	6.6301	484	0.7438	0.2251	0.7438	0.8624
No log	6.6575	486	0.7125	0.2258	0.7125	0.8441
No log	6.6849	488	0.7216	0.2258	0.7216	0.8495
No log	6.7123	490	0.8107	0.1852	0.8107	0.9004
No log	6.7397	492	0.7916	0.1848	0.7916	0.8897
No log	6.7671	494	0.6851	0.2265	0.6851	0.8277
No log	6.7945	496	0.5930	0.2821	0.5930	0.7701
No log	6.8219	498	0.5925	0.1628	0.5925	0.7698
0.4692	6.8493	500	0.5912	0.2593	0.5912	0.7689
0.4692	6.8767	502	0.6464	0.2184	0.6464	0.8040
0.4692	6.9041	504	0.8081	0.1852	0.8081	0.8989
0.4692	6.9315	506	1.0169	0.1579	1.0169	1.0084
0.4692	6.9589	508	1.0459	0.1831	1.0459	1.0227
0.4692	6.9863	510	0.8896	0.1186	0.8896	0.9432
0.4692	7.0137	512	0.6897	0.2251	0.6897	0.8305
0.4692	7.0411	514	0.5774	0.2189	0.5774	0.7599
0.4692	7.0685	516	0.5559	0.3939	0.5559	0.7456
0.4692	7.0959	518	0.5567	0.4743	0.5567	0.7461
0.4692	7.1233	520	0.5894	0.2189	0.5894	0.7677
0.4692	7.1507	522	0.7195	0.2258	0.7195	0.8482
0.4692	7.1781	524	0.8733	0.1496	0.8733	0.9345
0.4692	7.2055	526	0.8696	0.1203	0.8696	0.9325
0.4692	7.2329	528	0.7906	0.1481	0.7906	0.8891
0.4692	7.2603	530	0.6841	0.2265	0.6841	0.8271
0.4692	7.2877	532	0.5965	0.2189	0.5965	0.7723
0.4692	7.3151	534	0.5737	0.2941	0.5737	0.7575
0.4692	7.3425	536	0.5909	0.3023	0.5909	0.7687
0.4692	7.3699	538	0.6641	0.1739	0.6641	0.8149
0.4692	7.3973	540	0.7970	0.1848	0.7970	0.8928
0.4692	7.4247	542	0.8923	0.1220	0.8923	0.9446
0.4692	7.4521	544	0.8673	0.1169	0.8673	0.9313
0.4692	7.4795	546	0.7716	0.2239	0.7716	0.8784
0.4692	7.5068	548	0.7155	0.2251	0.7155	0.8459
0.4692	7.5342	550	0.7151	0.2251	0.7151	0.8456
0.4692	7.5616	552	0.6953	0.2258	0.6953	0.8338
0.4692	7.5890	554	0.6989	0.1753	0.6989	0.8360
0.4692	7.6164	556	0.7693	0.2239	0.7693	0.8771
0.4692	7.6438	558	0.8232	0.1855	0.8232	0.9073
0.4692	7.6712	560	0.8005	0.1848	0.8005	0.8947
0.4692	7.6986	562	0.7404	0.2239	0.7404	0.8604
0.4692	7.7260	564	0.7011	0.2251	0.7011	0.8373
0.4692	7.7534	566	0.6742	0.1746	0.6742	0.8211
0.4692	7.7808	568	0.6741	0.1746	0.6741	0.8211
0.4692	7.8082	570	0.7050	0.2245	0.7050	0.8397
0.4692	7.8356	572	0.8149	0.1504	0.8149	0.9027
0.4692	7.8630	574	0.9187	0.1235	0.9187	0.9585
0.4692	7.8904	576	0.8921	0.1220	0.8921	0.9445
0.4692	7.9178	578	0.8105	0.1504	0.8105	0.9003
0.4692	7.9452	580	0.6742	0.2258	0.6742	0.8211
0.4692	7.9726	582	0.6162	0.2189	0.6162	0.7850
0.4692	8.0	584	0.5998	0.2189	0.5998	0.7745
0.4692	8.0274	586	0.6150	0.2189	0.6150	0.7842
0.4692	8.0548	588	0.6555	0.2749	0.6555	0.8096
0.4692	8.0822	590	0.6915	0.2258	0.6915	0.8316
0.4692	8.1096	592	0.6985	0.2251	0.6985	0.8358
0.4692	8.1370	594	0.6813	0.2258	0.6813	0.8254
0.4692	8.1644	596	0.6318	0.2189	0.6318	0.7949
0.4692	8.1918	598	0.6038	0.2189	0.6038	0.7771
0.4692	8.2192	600	0.6021	0.2189	0.6021	0.7759
0.4692	8.2466	602	0.6003	0.2189	0.6003	0.7748
0.4692	8.2740	604	0.5954	0.2558	0.5954	0.7716
0.4692	8.3014	606	0.6081	0.2189	0.6081	0.7798
0.4692	8.3288	608	0.6297	0.2189	0.6297	0.7935
0.4692	8.3562	610	0.6630	0.2273	0.6630	0.8143
0.4692	8.3836	612	0.6709	0.2273	0.6709	0.8191
0.4692	8.4110	614	0.6661	0.2273	0.6661	0.8162
0.4692	8.4384	616	0.6599	0.1732	0.6599	0.8124
0.4692	8.4658	618	0.6867	0.2251	0.6867	0.8287
0.4692	8.4932	620	0.7294	0.2251	0.7294	0.8540
0.4692	8.5205	622	0.8129	0.1504	0.8129	0.9016
0.4692	8.5479	624	0.8931	0.1220	0.8931	0.9451
0.4692	8.5753	626	0.9088	0.1220	0.9088	0.9533
0.4692	8.6027	628	0.8636	0.1203	0.8636	0.9293
0.4692	8.6301	630	0.7789	0.1469	0.7789	0.8825
0.4692	8.6575	632	0.6840	0.2273	0.6840	0.8270
0.4692	8.6849	634	0.6214	0.2189	0.6214	0.7883
0.4692	8.7123	636	0.6037	0.2189	0.6037	0.7770
0.4692	8.7397	638	0.6011	0.2189	0.6011	0.7753
0.4692	8.7671	640	0.6029	0.2189	0.6029	0.7765
0.4692	8.7945	642	0.6325	0.1732	0.6325	0.7953
0.4692	8.8219	644	0.6961	0.2251	0.6961	0.8343
0.4692	8.8493	646	0.7468	0.1456	0.7468	0.8642
0.4692	8.8767	648	0.7551	0.1456	0.7551	0.8689
0.4692	8.9041	650	0.7269	0.2245	0.7269	0.8526
0.4692	8.9315	652	0.6873	0.2251	0.6873	0.8291
0.4692	8.9589	654	0.6533	0.1732	0.6533	0.8083
0.4692	8.9863	656	0.6395	0.1732	0.6395	0.7997
0.4692	9.0137	658	0.6381	0.1732	0.6381	0.7988
0.4692	9.0411	660	0.6426	0.1732	0.6426	0.8016
0.4692	9.0685	662	0.6576	0.1739	0.6576	0.8109
0.4692	9.0959	664	0.6930	0.2251	0.6930	0.8325
0.4692	9.1233	666	0.7187	0.2251	0.7187	0.8477
0.4692	9.1507	668	0.7523	0.1469	0.7523	0.8674
0.4692	9.1781	670	0.7522	0.1469	0.7522	0.8673
0.4692	9.2055	672	0.7378	0.2245	0.7378	0.8590
0.4692	9.2329	674	0.7292	0.2245	0.7292	0.8539
0.4692	9.2603	676	0.6966	0.2251	0.6966	0.8346
0.4692	9.2877	678	0.6658	0.2273	0.6658	0.8160
0.4692	9.3151	680	0.6383	0.1732	0.6383	0.7989
0.4692	9.3425	682	0.6220	0.2542	0.6220	0.7887
0.4692	9.3699	684	0.6111	0.2558	0.6111	0.7817
0.4692	9.3973	686	0.6050	0.2558	0.6050	0.7778
0.4692	9.4247	688	0.6114	0.2558	0.6114	0.7819
0.4692	9.4521	690	0.6271	0.2184	0.6271	0.7919
0.4692	9.4795	692	0.6408	0.1732	0.6408	0.8005
0.4692	9.5068	694	0.6532	0.1732	0.6532	0.8082
0.4692	9.5342	696	0.6555	0.1732	0.6555	0.8096
0.4692	9.5616	698	0.6546	0.1732	0.6546	0.8090
0.4692	9.5890	700	0.6537	0.1732	0.6537	0.8085
0.4692	9.6164	702	0.6609	0.1732	0.6609	0.8129
0.4692	9.6438	704	0.6726	0.2273	0.6726	0.8201
0.4692	9.6712	706	0.6851	0.2258	0.6851	0.8277
0.4692	9.6986	708	0.6915	0.2251	0.6915	0.8315
0.4692	9.7260	710	0.6965	0.2251	0.6965	0.8345
0.4692	9.7534	712	0.6976	0.2251	0.6976	0.8352
0.4692	9.7808	714	0.6994	0.2251	0.6994	0.8363
0.4692	9.8082	716	0.7009	0.2251	0.7009	0.8372
0.4692	9.8356	718	0.7000	0.2251	0.7000	0.8366
0.4692	9.8630	720	0.6946	0.2251	0.6946	0.8334
0.4692	9.8904	722	0.6882	0.2258	0.6882	0.8296
0.4692	9.9178	724	0.6821	0.1739	0.6821	0.8259
0.4692	9.9452	726	0.6774	0.1739	0.6774	0.8230
0.4692	9.9726	728	0.6757	0.1732	0.6757	0.8220
0.4692	10.0	730	0.6757	0.1732	0.6757	0.8220

Framework versions

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