ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k13_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: 0.8488
• Qwk: 0.6255
• Mse: 0.8488
• Rmse: 0.9213

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	0.0290	2	5.1862	0.0056	5.1862	2.2773
No log	0.0580	4	3.1760	0.0884	3.1760	1.7821
No log	0.0870	6	1.7227	0.0899	1.7227	1.3125
No log	0.1159	8	1.2649	0.2120	1.2649	1.1247
No log	0.1449	10	1.1336	0.2324	1.1336	1.0647
No log	0.1739	12	1.1275	0.2082	1.1275	1.0619
No log	0.2029	14	1.1451	0.2038	1.1451	1.0701
No log	0.2319	16	1.1631	0.2431	1.1631	1.0785
No log	0.2609	18	1.1218	0.3308	1.1218	1.0592
No log	0.2899	20	1.0168	0.3549	1.0168	1.0084
No log	0.3188	22	0.9650	0.4114	0.9650	0.9824
No log	0.3478	24	0.9772	0.4280	0.9772	0.9885
No log	0.3768	26	1.5526	0.0693	1.5526	1.2460
No log	0.4058	28	1.7045	-0.0062	1.7045	1.3056
No log	0.4348	30	1.4211	0.2547	1.4211	1.1921
No log	0.4638	32	0.9969	0.4605	0.9969	0.9984
No log	0.4928	34	0.9559	0.4712	0.9559	0.9777
No log	0.5217	36	1.1364	0.4323	1.1364	1.0660
No log	0.5507	38	1.5295	0.3666	1.5295	1.2367
No log	0.5797	40	1.5271	0.3496	1.5271	1.2357
No log	0.6087	42	1.1909	0.4101	1.1909	1.0913
No log	0.6377	44	1.0097	0.4518	1.0097	1.0048
No log	0.6667	46	0.9651	0.4929	0.9651	0.9824
No log	0.6957	48	1.1364	0.4472	1.1364	1.0660
No log	0.7246	50	1.3497	0.4532	1.3497	1.1618
No log	0.7536	52	1.4383	0.4687	1.4383	1.1993
No log	0.7826	54	1.4653	0.4606	1.4653	1.2105
No log	0.8116	56	1.4189	0.4651	1.4189	1.1912
No log	0.8406	58	1.0397	0.5066	1.0397	1.0197
No log	0.8696	60	0.8957	0.5953	0.8957	0.9464
No log	0.8986	62	0.9892	0.5850	0.9892	0.9946
No log	0.9275	64	0.9339	0.6144	0.9339	0.9664
No log	0.9565	66	0.9016	0.6429	0.9016	0.9495
No log	0.9855	68	1.0687	0.5653	1.0687	1.0338
No log	1.0145	70	1.2762	0.5030	1.2762	1.1297
No log	1.0435	72	1.2231	0.4440	1.2231	1.1059
No log	1.0725	74	1.0445	0.5681	1.0445	1.0220
No log	1.1014	76	0.7597	0.6864	0.7597	0.8716
No log	1.1304	78	0.7200	0.6901	0.7200	0.8486
No log	1.1594	80	0.8128	0.6767	0.8128	0.9016
No log	1.1884	82	0.9225	0.6266	0.9225	0.9605
No log	1.2174	84	1.3359	0.5125	1.3359	1.1558
No log	1.2464	86	1.3937	0.4609	1.3937	1.1806
No log	1.2754	88	1.0130	0.5447	1.0130	1.0065
No log	1.3043	90	0.8098	0.4916	0.8098	0.8999
No log	1.3333	92	0.8711	0.4525	0.8711	0.9333
No log	1.3623	94	0.7861	0.5132	0.7861	0.8866
No log	1.3913	96	0.7494	0.6041	0.7494	0.8657
No log	1.4203	98	0.9846	0.5242	0.9846	0.9923
No log	1.4493	100	1.2514	0.4671	1.2514	1.1187
No log	1.4783	102	1.2934	0.4863	1.2934	1.1373
No log	1.5072	104	1.0960	0.5421	1.0960	1.0469
No log	1.5362	106	0.9381	0.6144	0.9381	0.9686
No log	1.5652	108	0.9881	0.5561	0.9881	0.9940
No log	1.5942	110	1.0308	0.5229	1.0308	1.0153
No log	1.6232	112	1.0274	0.5562	1.0274	1.0136
No log	1.6522	114	0.9974	0.5296	0.9974	0.9987
No log	1.6812	116	1.1551	0.5504	1.1551	1.0748
No log	1.7101	118	1.3274	0.4308	1.3274	1.1521
No log	1.7391	120	1.4488	0.4171	1.4488	1.2036
No log	1.7681	122	1.5187	0.4564	1.5187	1.2324
No log	1.7971	124	1.3602	0.5361	1.3602	1.1663
No log	1.8261	126	1.1715	0.5074	1.1715	1.0824
No log	1.8551	128	1.2289	0.5029	1.2289	1.1086
No log	1.8841	130	1.3621	0.4936	1.3621	1.1671
No log	1.9130	132	1.5371	0.4990	1.5371	1.2398
No log	1.9420	134	1.4545	0.4549	1.4545	1.2060
No log	1.9710	136	1.2335	0.4698	1.2335	1.1106
No log	2.0	138	1.0774	0.5091	1.0774	1.0380
No log	2.0290	140	0.8789	0.5675	0.8789	0.9375
No log	2.0580	142	0.7383	0.6281	0.7383	0.8593
No log	2.0870	144	0.7035	0.6369	0.7035	0.8388
No log	2.1159	146	0.7872	0.6652	0.7872	0.8872
No log	2.1449	148	1.1087	0.6212	1.1087	1.0529
No log	2.1739	150	1.3355	0.5477	1.3355	1.1556
No log	2.2029	152	1.1909	0.5480	1.1909	1.0913
No log	2.2319	154	0.9801	0.5732	0.9801	0.9900
No log	2.2609	156	0.8503	0.5814	0.8503	0.9221
No log	2.2899	158	0.8040	0.5645	0.8040	0.8966
No log	2.3188	160	0.8371	0.5902	0.8371	0.9149
No log	2.3478	162	1.0124	0.5390	1.0124	1.0062
No log	2.3768	164	1.1266	0.5585	1.1266	1.0614
No log	2.4058	166	1.0735	0.5961	1.0735	1.0361
No log	2.4348	168	1.0219	0.6067	1.0219	1.0109
No log	2.4638	170	0.8329	0.6277	0.8329	0.9126
No log	2.4928	172	0.8109	0.6375	0.8109	0.9005
No log	2.5217	174	0.9128	0.6401	0.9128	0.9554
No log	2.5507	176	1.0219	0.6126	1.0219	1.0109
No log	2.5797	178	1.0576	0.6032	1.0576	1.0284
No log	2.6087	180	1.0229	0.5663	1.0229	1.0114
No log	2.6377	182	0.9329	0.5604	0.9329	0.9659
No log	2.6667	184	0.9440	0.5515	0.9440	0.9716
No log	2.6957	186	0.8902	0.5567	0.8902	0.9435
No log	2.7246	188	0.8519	0.5735	0.8519	0.9230
No log	2.7536	190	0.7740	0.6242	0.7740	0.8798
No log	2.7826	192	0.7695	0.6386	0.7695	0.8772
No log	2.8116	194	0.8390	0.5930	0.8390	0.9159
No log	2.8406	196	0.8336	0.6279	0.8336	0.9130
No log	2.8696	198	0.7582	0.7025	0.7582	0.8708
No log	2.8986	200	0.8553	0.6718	0.8553	0.9248
No log	2.9275	202	1.0032	0.6413	1.0032	1.0016
No log	2.9565	204	1.0299	0.6262	1.0299	1.0148
No log	2.9855	206	1.0816	0.6135	1.0816	1.0400
No log	3.0145	208	0.9340	0.6467	0.9340	0.9665
No log	3.0435	210	0.7107	0.6706	0.7107	0.8430
No log	3.0725	212	0.6214	0.6883	0.6214	0.7883
No log	3.1014	214	0.6045	0.7097	0.6045	0.7775
No log	3.1304	216	0.6767	0.6857	0.6767	0.8226
No log	3.1594	218	0.8243	0.6973	0.8243	0.9079
No log	3.1884	220	0.9767	0.6506	0.9767	0.9883
No log	3.2174	222	0.9234	0.6680	0.9234	0.9609
No log	3.2464	224	0.7324	0.7254	0.7324	0.8558
No log	3.2754	226	0.5796	0.7216	0.5796	0.7613
No log	3.3043	228	0.5619	0.7319	0.5619	0.7496
No log	3.3333	230	0.5824	0.6846	0.5824	0.7632
No log	3.3623	232	0.6714	0.6664	0.6714	0.8194
No log	3.3913	234	0.7371	0.6772	0.7371	0.8586
No log	3.4203	236	0.7811	0.6642	0.7811	0.8838
No log	3.4493	238	0.8781	0.6760	0.8781	0.9371
No log	3.4783	240	0.8638	0.6804	0.8638	0.9294
No log	3.5072	242	0.7437	0.6798	0.7437	0.8624
No log	3.5362	244	0.6991	0.6678	0.6991	0.8361
No log	3.5652	246	0.7454	0.6661	0.7454	0.8634
No log	3.5942	248	0.8150	0.6830	0.8150	0.9028
No log	3.6232	250	0.8796	0.6750	0.8796	0.9379
No log	3.6522	252	1.0148	0.6373	1.0148	1.0074
No log	3.6812	254	1.0563	0.6379	1.0563	1.0278
No log	3.7101	256	0.9754	0.6602	0.9754	0.9876
No log	3.7391	258	0.9642	0.6565	0.9642	0.9820
No log	3.7681	260	0.8671	0.6513	0.8671	0.9312
No log	3.7971	262	0.8371	0.6388	0.8371	0.9149
No log	3.8261	264	0.8288	0.6512	0.8288	0.9104
No log	3.8551	266	0.7717	0.6618	0.7717	0.8784
No log	3.8841	268	0.7447	0.6664	0.7447	0.8630
No log	3.9130	270	0.7560	0.6664	0.7560	0.8695
No log	3.9420	272	0.7446	0.6750	0.7446	0.8629
No log	3.9710	274	0.7482	0.6850	0.7482	0.8650
No log	4.0	276	0.7659	0.6897	0.7659	0.8752
No log	4.0290	278	0.7450	0.6985	0.7450	0.8631
No log	4.0580	280	0.7700	0.6890	0.7700	0.8775
No log	4.0870	282	0.7641	0.6747	0.7641	0.8741
No log	4.1159	284	0.7950	0.6702	0.7950	0.8916
No log	4.1449	286	0.7706	0.6607	0.7706	0.8778
No log	4.1739	288	0.6827	0.6695	0.6827	0.8262
No log	4.2029	290	0.6321	0.7060	0.6321	0.7951
No log	4.2319	292	0.6311	0.7034	0.6311	0.7944
No log	4.2609	294	0.6848	0.7060	0.6848	0.8276
No log	4.2899	296	0.7075	0.7042	0.7075	0.8411
No log	4.3188	298	0.6917	0.6982	0.6917	0.8317
No log	4.3478	300	0.6547	0.6810	0.6547	0.8091
No log	4.3768	302	0.6460	0.6798	0.6460	0.8038
No log	4.4058	304	0.6415	0.6756	0.6415	0.8009
No log	4.4348	306	0.6524	0.6706	0.6524	0.8077
No log	4.4638	308	0.6488	0.6849	0.6488	0.8055
No log	4.4928	310	0.6256	0.7078	0.6256	0.7909
No log	4.5217	312	0.6147	0.7057	0.6147	0.7840
No log	4.5507	314	0.6220	0.6854	0.6220	0.7887
No log	4.5797	316	0.6410	0.6897	0.6410	0.8006
No log	4.6087	318	0.6763	0.6880	0.6763	0.8224
No log	4.6377	320	0.7069	0.6466	0.7069	0.8408
No log	4.6667	322	0.7923	0.6654	0.7923	0.8901
No log	4.6957	324	0.8370	0.6703	0.8370	0.9149
No log	4.7246	326	0.8275	0.6772	0.8275	0.9097
No log	4.7536	328	0.7879	0.6862	0.7879	0.8877
No log	4.7826	330	0.7561	0.6912	0.7561	0.8695
No log	4.8116	332	0.6911	0.6862	0.6911	0.8313
No log	4.8406	334	0.6933	0.6988	0.6933	0.8326
No log	4.8696	336	0.7340	0.7009	0.7340	0.8567
No log	4.8986	338	0.7343	0.6965	0.7343	0.8569
No log	4.9275	340	0.7639	0.6742	0.7639	0.8740
No log	4.9565	342	0.8303	0.6403	0.8303	0.9112
No log	4.9855	344	0.8917	0.6291	0.8917	0.9443
No log	5.0145	346	0.8874	0.6190	0.8874	0.9420
No log	5.0435	348	0.9546	0.5966	0.9546	0.9770
No log	5.0725	350	0.9764	0.5838	0.9764	0.9881
No log	5.1014	352	0.9257	0.5895	0.9257	0.9621
No log	5.1304	354	0.8667	0.6101	0.8667	0.9310
No log	5.1594	356	0.8398	0.6028	0.8398	0.9164
No log	5.1884	358	0.7886	0.6432	0.7886	0.8880
No log	5.2174	360	0.7777	0.6558	0.7777	0.8818
No log	5.2464	362	0.8034	0.6251	0.8034	0.8963
No log	5.2754	364	0.7939	0.6352	0.7939	0.8910
No log	5.3043	366	0.7331	0.6887	0.7331	0.8562
No log	5.3333	368	0.7066	0.6908	0.7066	0.8406
No log	5.3623	370	0.7238	0.6519	0.7238	0.8508
No log	5.3913	372	0.7592	0.6471	0.7592	0.8713
No log	5.4203	374	0.7767	0.6541	0.7767	0.8813
No log	5.4493	376	0.8292	0.6251	0.8292	0.9106
No log	5.4783	378	0.8590	0.6512	0.8590	0.9268
No log	5.5072	380	0.8799	0.6692	0.8799	0.9380
No log	5.5362	382	0.8974	0.6781	0.8974	0.9473
No log	5.5652	384	0.9019	0.6704	0.9019	0.9497
No log	5.5942	386	0.8704	0.6780	0.8704	0.9330
No log	5.6232	388	0.8206	0.6755	0.8206	0.9059
No log	5.6522	390	0.8132	0.6869	0.8132	0.9018
No log	5.6812	392	0.7717	0.6940	0.7717	0.8785
No log	5.7101	394	0.7307	0.6790	0.7307	0.8548
No log	5.7391	396	0.7295	0.6588	0.7295	0.8541
No log	5.7681	398	0.7315	0.6538	0.7315	0.8553
No log	5.7971	400	0.6951	0.6616	0.6951	0.8337
No log	5.8261	402	0.6874	0.6923	0.6874	0.8291
No log	5.8551	404	0.7108	0.6588	0.7108	0.8431
No log	5.8841	406	0.7103	0.6819	0.7103	0.8428
No log	5.9130	408	0.7395	0.6955	0.7395	0.8600
No log	5.9420	410	0.8132	0.6736	0.8132	0.9018
No log	5.9710	412	0.8794	0.6676	0.8794	0.9378
No log	6.0	414	0.9538	0.6494	0.9538	0.9766
No log	6.0290	416	0.9650	0.6482	0.9650	0.9824
No log	6.0580	418	0.8974	0.6582	0.8974	0.9473
No log	6.0870	420	0.8550	0.6139	0.8550	0.9247
No log	6.1159	422	0.8160	0.6269	0.8160	0.9033
No log	6.1449	424	0.7772	0.6226	0.7772	0.8816
No log	6.1739	426	0.7581	0.6327	0.7581	0.8707
No log	6.2029	428	0.7461	0.6642	0.7461	0.8638
No log	6.2319	430	0.7770	0.6538	0.7770	0.8815
No log	6.2609	432	0.8307	0.6240	0.8307	0.9114
No log	6.2899	434	0.8277	0.6240	0.8277	0.9098
No log	6.3188	436	0.7678	0.6515	0.7678	0.8762
No log	6.3478	438	0.7463	0.6541	0.7463	0.8639
No log	6.3768	440	0.7247	0.6666	0.7247	0.8513
No log	6.4058	442	0.7314	0.6537	0.7314	0.8552
No log	6.4348	444	0.7587	0.6582	0.7587	0.8710
No log	6.4638	446	0.8116	0.6618	0.8116	0.9009
No log	6.4928	448	0.8893	0.6272	0.8893	0.9430
No log	6.5217	450	0.9627	0.6130	0.9627	0.9812
No log	6.5507	452	0.9757	0.6055	0.9757	0.9878
No log	6.5797	454	0.9132	0.5970	0.9132	0.9556
No log	6.6087	456	0.8343	0.6507	0.8343	0.9134
No log	6.6377	458	0.7634	0.6524	0.7634	0.8737
No log	6.6667	460	0.7210	0.6854	0.7210	0.8491
No log	6.6957	462	0.7214	0.6930	0.7214	0.8494
No log	6.7246	464	0.7272	0.6930	0.7272	0.8528
No log	6.7536	466	0.7660	0.6815	0.7660	0.8752
No log	6.7826	468	0.8646	0.6527	0.8646	0.9298
No log	6.8116	470	0.9707	0.6418	0.9707	0.9853
No log	6.8406	472	1.0218	0.6122	1.0218	1.0109
No log	6.8696	474	0.9802	0.6327	0.9802	0.9901
No log	6.8986	476	0.8785	0.6380	0.8785	0.9373
No log	6.9275	478	0.7819	0.6376	0.7819	0.8843
No log	6.9565	480	0.7335	0.6569	0.7335	0.8565
No log	6.9855	482	0.7145	0.6588	0.7145	0.8453
No log	7.0145	484	0.7083	0.6720	0.7083	0.8416
No log	7.0435	486	0.7347	0.6437	0.7347	0.8572
No log	7.0725	488	0.7942	0.6204	0.7942	0.8912
No log	7.1014	490	0.8856	0.6149	0.8856	0.9410
No log	7.1304	492	0.9586	0.6068	0.9586	0.9791
No log	7.1594	494	0.9748	0.6153	0.9748	0.9873
No log	7.1884	496	0.9560	0.6068	0.9560	0.9778
No log	7.2174	498	0.9347	0.5838	0.9347	0.9668
0.4343	7.2464	500	0.9056	0.5838	0.9056	0.9516
0.4343	7.2754	502	0.8545	0.6033	0.8545	0.9244
0.4343	7.3043	504	0.7916	0.6099	0.7916	0.8897
0.4343	7.3333	506	0.7431	0.6511	0.7431	0.8620
0.4343	7.3623	508	0.7370	0.6569	0.7370	0.8585
0.4343	7.3913	510	0.7409	0.6519	0.7409	0.8607
0.4343	7.4203	512	0.7605	0.6511	0.7605	0.8721
0.4343	7.4493	514	0.8041	0.6247	0.8041	0.8967
0.4343	7.4783	516	0.8445	0.6033	0.8445	0.9190
0.4343	7.5072	518	0.8608	0.6033	0.8608	0.9278
0.4343	7.5362	520	0.8753	0.6067	0.8753	0.9356
0.4343	7.5652	522	0.8915	0.5933	0.8915	0.9442
0.4343	7.5942	524	0.8680	0.5981	0.8680	0.9317
0.4343	7.6232	526	0.8526	0.5981	0.8526	0.9234
0.4343	7.6522	528	0.8213	0.6115	0.8213	0.9063
0.4343	7.6812	530	0.7946	0.6511	0.7946	0.8914
0.4343	7.7101	532	0.7857	0.6475	0.7857	0.8864
0.4343	7.7391	534	0.8007	0.6547	0.8007	0.8948
0.4343	7.7681	536	0.8272	0.6129	0.8272	0.9095
0.4343	7.7971	538	0.8382	0.6115	0.8382	0.9155
0.4343	7.8261	540	0.8447	0.6148	0.8447	0.9191
0.4343	7.8551	542	0.8679	0.6172	0.8679	0.9316
0.4343	7.8841	544	0.9117	0.5945	0.9117	0.9548
0.4343	7.9130	546	0.9224	0.6061	0.9224	0.9604
0.4343	7.9420	548	0.9068	0.6102	0.9068	0.9523
0.4343	7.9710	550	0.8936	0.6031	0.8936	0.9453
0.4343	8.0	552	0.8586	0.6277	0.8586	0.9266
0.4343	8.0290	554	0.8084	0.6480	0.8084	0.8991
0.4343	8.0580	556	0.7799	0.6417	0.7799	0.8831
0.4343	8.0870	558	0.7726	0.6633	0.7726	0.8790
0.4343	8.1159	560	0.7674	0.6633	0.7674	0.8760
0.4343	8.1449	562	0.7925	0.6335	0.7925	0.8902
0.4343	8.1739	564	0.8395	0.6455	0.8395	0.9162
0.4343	8.2029	566	0.8939	0.6055	0.8939	0.9454
0.4343	8.2319	568	0.9355	0.5954	0.9355	0.9672
0.4343	8.2609	570	0.9711	0.6153	0.9711	0.9855
0.4343	8.2899	572	1.0199	0.5958	1.0199	1.0099
0.4343	8.3188	574	1.0585	0.6048	1.0585	1.0288
0.4343	8.3478	576	1.0640	0.6015	1.0640	1.0315
0.4343	8.3768	578	1.0317	0.5664	1.0317	1.0158
0.4343	8.4058	580	0.9951	0.5770	0.9951	0.9975
0.4343	8.4348	582	0.9556	0.5866	0.9556	0.9775
0.4343	8.4638	584	0.9292	0.6012	0.9292	0.9640
0.4343	8.4928	586	0.9061	0.6008	0.9061	0.9519
0.4343	8.5217	588	0.8880	0.6008	0.8880	0.9424
0.4343	8.5507	590	0.8665	0.5953	0.8665	0.9309
0.4343	8.5797	592	0.8489	0.6080	0.8489	0.9213
0.4343	8.6087	594	0.8476	0.6080	0.8476	0.9207
0.4343	8.6377	596	0.8599	0.6037	0.8599	0.9273
0.4343	8.6667	598	0.8688	0.6037	0.8688	0.9321
0.4343	8.6957	600	0.8689	0.6037	0.8689	0.9322
0.4343	8.7246	602	0.8738	0.6111	0.8738	0.9348
0.4343	8.7536	604	0.8920	0.6111	0.8920	0.9445
0.4343	8.7826	606	0.9249	0.5908	0.9249	0.9617
0.4343	8.8116	608	0.9620	0.5908	0.9620	0.9808
0.4343	8.8406	610	0.9821	0.5908	0.9821	0.9910
0.4343	8.8696	612	0.9881	0.5908	0.9881	0.9940
0.4343	8.8986	614	0.9868	0.5908	0.9868	0.9934
0.4343	8.9275	616	0.9652	0.5908	0.9652	0.9824
0.4343	8.9565	618	0.9287	0.5801	0.9287	0.9637
0.4343	8.9855	620	0.8946	0.6078	0.8946	0.9458
0.4343	9.0145	622	0.8675	0.6086	0.8675	0.9314
0.4343	9.0435	624	0.8442	0.6089	0.8442	0.9188
0.4343	9.0725	626	0.8213	0.6194	0.8213	0.9062
0.4343	9.1014	628	0.8116	0.6119	0.8116	0.9009
0.4343	9.1304	630	0.8103	0.6119	0.8103	0.9002
0.4343	9.1594	632	0.8231	0.6194	0.8231	0.9072
0.4343	9.1884	634	0.8425	0.6089	0.8425	0.9179
0.4343	9.2174	636	0.8699	0.6002	0.8699	0.9327
0.4343	9.2464	638	0.8930	0.5887	0.8930	0.9450
0.4343	9.2754	640	0.9058	0.5875	0.9058	0.9517
0.4343	9.3043	642	0.9084	0.5690	0.9084	0.9531
0.4343	9.3333	644	0.9177	0.5801	0.9177	0.9580
0.4343	9.3623	646	0.9267	0.5801	0.9267	0.9627
0.4343	9.3913	648	0.9397	0.5908	0.9397	0.9694
0.4343	9.4203	650	0.9451	0.5908	0.9451	0.9722
0.4343	9.4493	652	0.9534	0.5908	0.9534	0.9764
0.4343	9.4783	654	0.9588	0.5908	0.9588	0.9792
0.4343	9.5072	656	0.9556	0.5908	0.9556	0.9775
0.4343	9.5362	658	0.9509	0.5908	0.9509	0.9752
0.4343	9.5652	660	0.9437	0.5908	0.9437	0.9715
0.4343	9.5942	662	0.9346	0.5908	0.9346	0.9667
0.4343	9.6232	664	0.9263	0.5908	0.9263	0.9624
0.4343	9.6522	666	0.9153	0.5908	0.9153	0.9567
0.4343	9.6812	668	0.9045	0.5908	0.9045	0.9510
0.4343	9.7101	670	0.8959	0.5812	0.8959	0.9465
0.4343	9.7391	672	0.8886	0.5812	0.8886	0.9427
0.4343	9.7681	674	0.8811	0.5812	0.8811	0.9387
0.4343	9.7971	676	0.8734	0.6097	0.8734	0.9346
0.4343	9.8261	678	0.8657	0.6178	0.8657	0.9304
0.4343	9.8551	680	0.8601	0.6311	0.8601	0.9274
0.4343	9.8841	682	0.8550	0.6326	0.8550	0.9247
0.4343	9.9130	684	0.8523	0.6326	0.8523	0.9232
0.4343	9.9420	686	0.8505	0.6326	0.8505	0.9222
0.4343	9.9710	688	0.8492	0.6255	0.8492	0.9215
0.4343	10.0	690	0.8488	0.6255	0.8488	0.9213

Framework versions

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