ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k12_task2_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: 0.7662
• Qwk: 0.5418
• Mse: 0.7662
• Rmse: 0.8753

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	4.2293	-0.0134	4.2293	2.0565
No log	0.0580	4	2.1766	0.0500	2.1766	1.4753
No log	0.0870	6	1.2714	0.0483	1.2714	1.1276
No log	0.1159	8	0.8529	0.0956	0.8529	0.9235
No log	0.1449	10	0.8311	0.0565	0.8311	0.9117
No log	0.1739	12	0.8543	0.0577	0.8543	0.9243
No log	0.2029	14	0.9294	0.0251	0.9294	0.9640
No log	0.2319	16	1.0253	0.0432	1.0253	1.0125
No log	0.2609	18	0.7270	0.2209	0.7270	0.8527
No log	0.2899	20	0.6720	0.2250	0.6720	0.8197
No log	0.3188	22	0.7384	0.1857	0.7384	0.8593
No log	0.3478	24	0.7661	0.1709	0.7661	0.8753
No log	0.3768	26	0.6538	0.3002	0.6538	0.8086
No log	0.4058	28	0.6139	0.3273	0.6139	0.7835
No log	0.4348	30	0.6099	0.2713	0.6099	0.7810
No log	0.4638	32	0.5870	0.3611	0.5870	0.7661
No log	0.4928	34	0.6022	0.3861	0.6022	0.7760
No log	0.5217	36	0.7210	0.2984	0.7210	0.8491
No log	0.5507	38	0.8203	0.2830	0.8203	0.9057
No log	0.5797	40	0.7865	0.3208	0.7865	0.8868
No log	0.6087	42	0.6359	0.3438	0.6359	0.7974
No log	0.6377	44	1.0621	0.2690	1.0621	1.0306
No log	0.6667	46	1.9292	0.1713	1.9292	1.3890
No log	0.6957	48	1.3132	0.3286	1.3132	1.1459
No log	0.7246	50	0.6622	0.4739	0.6622	0.8137
No log	0.7536	52	0.4996	0.5547	0.4996	0.7068
No log	0.7826	54	0.5556	0.4067	0.5556	0.7454
No log	0.8116	56	0.6670	0.2498	0.6670	0.8167
No log	0.8406	58	0.8164	0.3041	0.8164	0.9036
No log	0.8696	60	0.7775	0.3630	0.7775	0.8818
No log	0.8986	62	0.5425	0.6192	0.5425	0.7366
No log	0.9275	64	0.4942	0.5448	0.4942	0.7030
No log	0.9565	66	0.5988	0.5275	0.5988	0.7738
No log	0.9855	68	0.6051	0.5513	0.6051	0.7779
No log	1.0145	70	0.5227	0.5859	0.5227	0.7230
No log	1.0435	72	0.5823	0.6304	0.5823	0.7631
No log	1.0725	74	0.7153	0.5430	0.7153	0.8458
No log	1.1014	76	0.7281	0.5764	0.7281	0.8533
No log	1.1304	78	0.7231	0.5472	0.7231	0.8504
No log	1.1594	80	0.5955	0.6225	0.5955	0.7717
No log	1.1884	82	0.5714	0.6309	0.5714	0.7559
No log	1.2174	84	0.6027	0.6268	0.6027	0.7763
No log	1.2464	86	0.6702	0.5884	0.6702	0.8186
No log	1.2754	88	0.7312	0.5936	0.7312	0.8551
No log	1.3043	90	0.7740	0.6023	0.7740	0.8798
No log	1.3333	92	0.7695	0.6110	0.7695	0.8772
No log	1.3623	94	0.7522	0.5803	0.7522	0.8673
No log	1.3913	96	0.7653	0.5573	0.7653	0.8748
No log	1.4203	98	0.7800	0.5735	0.7800	0.8832
No log	1.4493	100	0.8067	0.5729	0.8067	0.8982
No log	1.4783	102	0.8634	0.5501	0.8634	0.9292
No log	1.5072	104	0.9168	0.5066	0.9168	0.9575
No log	1.5362	106	0.9120	0.5201	0.9120	0.9550
No log	1.5652	108	0.9392	0.5201	0.9392	0.9691
No log	1.5942	110	0.9256	0.5330	0.9256	0.9621
No log	1.6232	112	0.8413	0.5105	0.8413	0.9172
No log	1.6522	114	0.8145	0.5291	0.8145	0.9025
No log	1.6812	116	0.7833	0.5596	0.7833	0.8850
No log	1.7101	118	0.7485	0.5429	0.7485	0.8652
No log	1.7391	120	0.7287	0.5443	0.7287	0.8536
No log	1.7681	122	0.7550	0.5635	0.7550	0.8689
No log	1.7971	124	0.8838	0.5649	0.8838	0.9401
No log	1.8261	126	1.0675	0.5379	1.0675	1.0332
No log	1.8551	128	1.1733	0.5299	1.1733	1.0832
No log	1.8841	130	1.1582	0.5236	1.1582	1.0762
No log	1.9130	132	0.9923	0.5405	0.9923	0.9961
No log	1.9420	134	0.9527	0.5460	0.9527	0.9761
No log	1.9710	136	0.9941	0.5383	0.9941	0.9970
No log	2.0	138	1.0287	0.5197	1.0287	1.0142
No log	2.0290	140	1.1642	0.4953	1.1642	1.0790
No log	2.0580	142	1.0499	0.5194	1.0499	1.0246
No log	2.0870	144	1.0209	0.5335	1.0209	1.0104
No log	2.1159	146	1.0440	0.5154	1.0440	1.0218
No log	2.1449	148	1.0059	0.5369	1.0059	1.0029
No log	2.1739	150	0.9415	0.4897	0.9415	0.9703
No log	2.2029	152	1.0833	0.5089	1.0833	1.0408
No log	2.2319	154	1.1033	0.5034	1.1033	1.0504
No log	2.2609	156	1.0442	0.5075	1.0442	1.0219
No log	2.2899	158	0.9559	0.5137	0.9559	0.9777
No log	2.3188	160	0.9640	0.5024	0.9640	0.9818
No log	2.3478	162	1.1245	0.5089	1.1245	1.0604
No log	2.3768	164	1.3794	0.4644	1.3794	1.1745
No log	2.4058	166	1.2512	0.4859	1.2512	1.1186
No log	2.4348	168	1.1761	0.4801	1.1761	1.0845
No log	2.4638	170	1.0220	0.5242	1.0220	1.0109
No log	2.4928	172	0.9790	0.5402	0.9790	0.9894
No log	2.5217	174	0.9690	0.5322	0.9690	0.9844
No log	2.5507	176	1.0593	0.5212	1.0593	1.0292
No log	2.5797	178	1.0534	0.5371	1.0534	1.0264
No log	2.6087	180	1.0085	0.5215	1.0085	1.0042
No log	2.6377	182	0.9786	0.5153	0.9786	0.9892
No log	2.6667	184	1.0451	0.5227	1.0451	1.0223
No log	2.6957	186	1.1835	0.4958	1.1835	1.0879
No log	2.7246	188	1.1990	0.4814	1.1990	1.0950
No log	2.7536	190	1.1183	0.5186	1.1183	1.0575
No log	2.7826	192	1.1771	0.4878	1.1771	1.0849
No log	2.8116	194	1.2390	0.4545	1.2390	1.1131
No log	2.8406	196	1.0558	0.5004	1.0558	1.0275
No log	2.8696	198	0.8401	0.4860	0.8401	0.9166
No log	2.8986	200	0.8984	0.5437	0.8984	0.9479
No log	2.9275	202	0.9157	0.5428	0.9157	0.9569
No log	2.9565	204	0.9090	0.4773	0.9090	0.9534
No log	2.9855	206	1.0868	0.4936	1.0868	1.0425
No log	3.0145	208	1.4896	0.4276	1.4896	1.2205
No log	3.0435	210	1.5431	0.4020	1.5431	1.2422
No log	3.0725	212	1.2926	0.4248	1.2926	1.1369
No log	3.1014	214	1.1534	0.4199	1.1534	1.0740
No log	3.1304	216	1.0998	0.4619	1.0998	1.0487
No log	3.1594	218	1.0789	0.4826	1.0789	1.0387
No log	3.1884	220	0.9731	0.5069	0.9731	0.9865
No log	3.2174	222	0.7590	0.5697	0.7590	0.8712
No log	3.2464	224	0.6771	0.5227	0.6771	0.8228
No log	3.2754	226	0.6886	0.5385	0.6886	0.8298
No log	3.3043	228	0.7261	0.5432	0.7261	0.8521
No log	3.3333	230	0.7979	0.5526	0.7979	0.8932
No log	3.3623	232	0.8290	0.5114	0.8290	0.9105
No log	3.3913	234	0.9002	0.5146	0.9002	0.9488
No log	3.4203	236	0.9155	0.5087	0.9155	0.9568
No log	3.4493	238	0.9423	0.4932	0.9423	0.9707
No log	3.4783	240	0.9761	0.4744	0.9761	0.9880
No log	3.5072	242	1.0370	0.4605	1.0370	1.0183
No log	3.5362	244	1.0912	0.4468	1.0912	1.0446
No log	3.5652	246	0.9724	0.4509	0.9724	0.9861
No log	3.5942	248	0.9230	0.4874	0.9230	0.9607
No log	3.6232	250	0.9365	0.4932	0.9365	0.9678
No log	3.6522	252	1.0448	0.4556	1.0448	1.0222
No log	3.6812	254	1.1918	0.4379	1.1918	1.0917
No log	3.7101	256	1.0882	0.4320	1.0882	1.0432
No log	3.7391	258	0.8825	0.5041	0.8825	0.9394
No log	3.7681	260	0.8052	0.5472	0.8052	0.8974
No log	3.7971	262	0.8564	0.5231	0.8564	0.9254
No log	3.8261	264	0.9594	0.5068	0.9594	0.9795
No log	3.8551	266	1.0328	0.4982	1.0328	1.0163
No log	3.8841	268	0.9928	0.5336	0.9928	0.9964
No log	3.9130	270	0.8125	0.5375	0.8125	0.9014
No log	3.9420	272	0.7345	0.5648	0.7345	0.8570
No log	3.9710	274	0.7096	0.5651	0.7096	0.8424
No log	4.0	276	0.7015	0.5536	0.7015	0.8375
No log	4.0290	278	0.7258	0.54	0.7258	0.8520
No log	4.0580	280	0.8147	0.5261	0.8147	0.9026
No log	4.0870	282	0.8606	0.5213	0.8606	0.9277
No log	4.1159	284	0.8150	0.5166	0.8150	0.9028
No log	4.1449	286	0.7534	0.54	0.7534	0.8680
No log	4.1739	288	0.7673	0.5626	0.7673	0.8760
No log	4.2029	290	0.8695	0.5220	0.8695	0.9325
No log	4.2319	292	0.9121	0.5080	0.9121	0.9550
No log	4.2609	294	0.8379	0.5181	0.8379	0.9154
No log	4.2899	296	0.7502	0.5923	0.7502	0.8661
No log	4.3188	298	0.7304	0.5727	0.7304	0.8546
No log	4.3478	300	0.7483	0.5683	0.7483	0.8650
No log	4.3768	302	0.8352	0.5061	0.8352	0.9139
No log	4.4058	304	1.0918	0.4522	1.0918	1.0449
No log	4.4348	306	1.2620	0.4346	1.2620	1.1234
No log	4.4638	308	1.2250	0.4348	1.2250	1.1068
No log	4.4928	310	1.0449	0.4717	1.0449	1.0222
No log	4.5217	312	0.9681	0.4845	0.9681	0.9839
No log	4.5507	314	0.9689	0.4826	0.9689	0.9843
No log	4.5797	316	0.9367	0.4780	0.9367	0.9678
No log	4.6087	318	0.9824	0.4732	0.9824	0.9912
No log	4.6377	320	0.9284	0.4594	0.9284	0.9635
No log	4.6667	322	0.8278	0.4868	0.8278	0.9098
No log	4.6957	324	0.8010	0.4992	0.8010	0.8950
No log	4.7246	326	0.7565	0.5221	0.7565	0.8698
No log	4.7536	328	0.7597	0.5350	0.7597	0.8716
No log	4.7826	330	0.7653	0.5360	0.7653	0.8748
No log	4.8116	332	0.8023	0.5142	0.8023	0.8957
No log	4.8406	334	0.8441	0.5398	0.8441	0.9187
No log	4.8696	336	0.8561	0.5389	0.8561	0.9253
No log	4.8986	338	0.7959	0.5830	0.7959	0.8921
No log	4.9275	340	0.7295	0.5340	0.7295	0.8541
No log	4.9565	342	0.7115	0.5149	0.7115	0.8435
No log	4.9855	344	0.7094	0.5377	0.7094	0.8423
No log	5.0145	346	0.7763	0.5600	0.7763	0.8811
No log	5.0435	348	0.8474	0.5504	0.8474	0.9206
No log	5.0725	350	0.8329	0.5172	0.8329	0.9127
No log	5.1014	352	0.7621	0.5345	0.7621	0.8730
No log	5.1304	354	0.7860	0.5206	0.7860	0.8865
No log	5.1594	356	0.8446	0.5105	0.8446	0.9190
No log	5.1884	358	0.9114	0.4978	0.9114	0.9547
No log	5.2174	360	0.9320	0.5121	0.9320	0.9654
No log	5.2464	362	0.9201	0.5121	0.9201	0.9592
No log	5.2754	364	0.8965	0.5301	0.8965	0.9468
No log	5.3043	366	0.8514	0.5089	0.8514	0.9227
No log	5.3333	368	0.8689	0.5131	0.8689	0.9321
No log	5.3623	370	0.9200	0.5057	0.9200	0.9592
No log	5.3913	372	1.0039	0.4744	1.0039	1.0019
No log	5.4203	374	1.0789	0.4522	1.0789	1.0387
No log	5.4493	376	1.1656	0.4314	1.1656	1.0796
No log	5.4783	378	1.3269	0.4144	1.3269	1.1519
No log	5.5072	380	1.3963	0.4144	1.3963	1.1817
No log	5.5362	382	1.3169	0.4107	1.3169	1.1475
No log	5.5652	384	1.2475	0.4239	1.2475	1.1169
No log	5.5942	386	1.2031	0.4375	1.2031	1.0969
No log	5.6232	388	1.0575	0.4589	1.0575	1.0283
No log	5.6522	390	1.0260	0.4481	1.0260	1.0129
No log	5.6812	392	1.0529	0.4524	1.0529	1.0261
No log	5.7101	394	1.0572	0.4379	1.0572	1.0282
No log	5.7391	396	1.0062	0.4638	1.0062	1.0031
No log	5.7681	398	0.9440	0.5120	0.9440	0.9716
No log	5.7971	400	0.9136	0.5323	0.9136	0.9558
No log	5.8261	402	0.8280	0.5597	0.8280	0.9099
No log	5.8551	404	0.7656	0.5509	0.7656	0.8750
No log	5.8841	406	0.7366	0.5793	0.7366	0.8583
No log	5.9130	408	0.7341	0.5388	0.7341	0.8568
No log	5.9420	410	0.7974	0.5490	0.7974	0.8930
No log	5.9710	412	0.9380	0.5286	0.9380	0.9685
No log	6.0	414	1.1136	0.4707	1.1136	1.0553
No log	6.0290	416	1.1744	0.4641	1.1744	1.0837
No log	6.0580	418	1.1280	0.4659	1.1280	1.0621
No log	6.0870	420	1.0422	0.4827	1.0422	1.0209
No log	6.1159	422	1.0109	0.4929	1.0109	1.0054
No log	6.1449	424	1.0556	0.4773	1.0556	1.0274
No log	6.1739	426	1.0800	0.4760	1.0800	1.0392
No log	6.2029	428	1.2145	0.4351	1.2145	1.1020
No log	6.2319	430	1.3059	0.4179	1.3059	1.1428
No log	6.2609	432	1.2699	0.4263	1.2699	1.1269
No log	6.2899	434	1.1107	0.4800	1.1107	1.0539
No log	6.3188	436	0.9986	0.4620	0.9986	0.9993
No log	6.3478	438	0.8821	0.4846	0.8821	0.9392
No log	6.3768	440	0.8324	0.5028	0.8324	0.9124
No log	6.4058	442	0.8653	0.5028	0.8653	0.9302
No log	6.4348	444	0.9241	0.4950	0.9241	0.9613
No log	6.4638	446	0.9921	0.5065	0.9921	0.9961
No log	6.4928	448	0.9511	0.4920	0.9511	0.9753
No log	6.5217	450	0.8801	0.5026	0.8801	0.9381
No log	6.5507	452	0.8134	0.5274	0.8134	0.9019
No log	6.5797	454	0.7614	0.5685	0.7614	0.8726
No log	6.6087	456	0.7471	0.5685	0.7471	0.8643
No log	6.6377	458	0.7313	0.5789	0.7313	0.8552
No log	6.6667	460	0.7180	0.5847	0.7180	0.8473
No log	6.6957	462	0.6783	0.5865	0.6783	0.8236
No log	6.7246	464	0.6593	0.6037	0.6593	0.8120
No log	6.7536	466	0.6777	0.5792	0.6777	0.8232
No log	6.7826	468	0.7352	0.5265	0.7352	0.8574
No log	6.8116	470	0.8392	0.5086	0.8392	0.9161
No log	6.8406	472	0.8865	0.4884	0.8865	0.9416
No log	6.8696	474	0.9351	0.4863	0.9351	0.9670
No log	6.8986	476	0.8952	0.4705	0.8952	0.9461
No log	6.9275	478	0.8394	0.4962	0.8394	0.9162
No log	6.9565	480	0.7915	0.5176	0.7915	0.8897
No log	6.9855	482	0.7897	0.5140	0.7897	0.8886
No log	7.0145	484	0.7849	0.5104	0.7849	0.8860
No log	7.0435	486	0.8360	0.5137	0.8360	0.9143
No log	7.0725	488	0.9422	0.4972	0.9422	0.9707
No log	7.1014	490	1.1229	0.4727	1.1229	1.0597
No log	7.1304	492	1.2456	0.4665	1.2456	1.1160
No log	7.1594	494	1.2415	0.4665	1.2415	1.1142
No log	7.1884	496	1.1810	0.4818	1.1810	1.0868
No log	7.2174	498	1.0618	0.5074	1.0618	1.0304
0.4765	7.2464	500	0.9420	0.4966	0.9420	0.9706
0.4765	7.2754	502	0.8752	0.4979	0.8752	0.9355
0.4765	7.3043	504	0.8598	0.4931	0.8598	0.9273
0.4765	7.3333	506	0.8527	0.4977	0.8527	0.9234
0.4765	7.3623	508	0.8385	0.4977	0.8385	0.9157
0.4765	7.3913	510	0.8698	0.4912	0.8698	0.9326
0.4765	7.4203	512	0.8982	0.5117	0.8982	0.9477
0.4765	7.4493	514	0.9264	0.5083	0.9264	0.9625
0.4765	7.4783	516	0.9501	0.5023	0.9501	0.9747
0.4765	7.5072	518	0.9035	0.5090	0.9035	0.9505
0.4765	7.5362	520	0.8246	0.4985	0.8246	0.9081
0.4765	7.5652	522	0.7536	0.5435	0.7536	0.8681
0.4765	7.5942	524	0.7191	0.5760	0.7191	0.8480
0.4765	7.6232	526	0.7046	0.5589	0.7046	0.8394
0.4765	7.6522	528	0.7210	0.5503	0.7210	0.8491
0.4765	7.6812	530	0.7732	0.5371	0.7732	0.8793
0.4765	7.7101	532	0.8455	0.5012	0.8455	0.9195
0.4765	7.7391	534	0.9422	0.5022	0.9422	0.9707
0.4765	7.7681	536	0.9907	0.5043	0.9907	0.9953
0.4765	7.7971	538	0.9661	0.5064	0.9661	0.9829
0.4765	7.8261	540	0.9003	0.4984	0.9003	0.9488
0.4765	7.8551	542	0.8309	0.5271	0.8309	0.9115
0.4765	7.8841	544	0.7914	0.5246	0.7914	0.8896
0.4765	7.9130	546	0.7414	0.5398	0.7414	0.8610
0.4765	7.9420	548	0.7243	0.5465	0.7243	0.8511
0.4765	7.9710	550	0.7397	0.5380	0.7397	0.8601
0.4765	8.0	552	0.7640	0.5307	0.7640	0.8741
0.4765	8.0290	554	0.8110	0.5277	0.8110	0.9005
0.4765	8.0580	556	0.8534	0.5058	0.8534	0.9238
0.4765	8.0870	558	0.8671	0.4991	0.8671	0.9312
0.4765	8.1159	560	0.8512	0.5057	0.8512	0.9226
0.4765	8.1449	562	0.8725	0.4991	0.8725	0.9341
0.4765	8.1739	564	0.8766	0.5049	0.8766	0.9363
0.4765	8.2029	566	0.8780	0.5049	0.8780	0.9370
0.4765	8.2319	568	0.8443	0.5224	0.8443	0.9189
0.4765	8.2609	570	0.7944	0.5241	0.7944	0.8913
0.4765	8.2899	572	0.7504	0.5315	0.7504	0.8663
0.4765	8.3188	574	0.7288	0.5465	0.7288	0.8537
0.4765	8.3478	576	0.7320	0.5323	0.7320	0.8556
0.4765	8.3768	578	0.7502	0.5162	0.7502	0.8662
0.4765	8.4058	580	0.7773	0.5201	0.7773	0.8816
0.4765	8.4348	582	0.8122	0.5151	0.8122	0.9012
0.4765	8.4638	584	0.8464	0.5164	0.8464	0.9200
0.4765	8.4928	586	0.8544	0.5164	0.8544	0.9244
0.4765	8.5217	588	0.8356	0.5164	0.8356	0.9141
0.4765	8.5507	590	0.7918	0.5167	0.7918	0.8898
0.4765	8.5797	592	0.7618	0.5162	0.7618	0.8728
0.4765	8.6087	594	0.7424	0.5237	0.7424	0.8616
0.4765	8.6377	596	0.7354	0.5457	0.7354	0.8576
0.4765	8.6667	598	0.7459	0.5243	0.7459	0.8637
0.4765	8.6957	600	0.7463	0.5243	0.7463	0.8639
0.4765	8.7246	602	0.7281	0.5384	0.7281	0.8533
0.4765	8.7536	604	0.7252	0.5384	0.7252	0.8516
0.4765	8.7826	606	0.7379	0.5384	0.7379	0.8590
0.4765	8.8116	608	0.7577	0.5147	0.7577	0.8705
0.4765	8.8406	610	0.7791	0.5067	0.7791	0.8827
0.4765	8.8696	612	0.8158	0.5075	0.8158	0.9032
0.4765	8.8986	614	0.8462	0.5053	0.8462	0.9199
0.4765	8.9275	616	0.8541	0.5101	0.8541	0.9242
0.4765	8.9565	618	0.8448	0.5101	0.8448	0.9192
0.4765	8.9855	620	0.8406	0.5101	0.8406	0.9169
0.4765	9.0145	622	0.8281	0.5175	0.8281	0.9100
0.4765	9.0435	624	0.8185	0.5184	0.8185	0.9047
0.4765	9.0725	626	0.8072	0.5086	0.8072	0.8984
0.4765	9.1014	628	0.8000	0.5043	0.8000	0.8944
0.4765	9.1304	630	0.7918	0.5043	0.7918	0.8898
0.4765	9.1594	632	0.7837	0.5116	0.7837	0.8853
0.4765	9.1884	634	0.7737	0.5084	0.7737	0.8796
0.4765	9.2174	636	0.7672	0.5159	0.7672	0.8759
0.4765	9.2464	638	0.7663	0.5159	0.7663	0.8754
0.4765	9.2754	640	0.7709	0.5140	0.7709	0.8780
0.4765	9.3043	642	0.7838	0.5187	0.7838	0.8853
0.4765	9.3333	644	0.8065	0.5105	0.8065	0.8980
0.4765	9.3623	646	0.8235	0.5033	0.8235	0.9075
0.4765	9.3913	648	0.8344	0.5019	0.8344	0.9134
0.4765	9.4203	650	0.8371	0.5019	0.8371	0.9149
0.4765	9.4493	652	0.8413	0.5065	0.8413	0.9172
0.4765	9.4783	654	0.8359	0.5065	0.8359	0.9143
0.4765	9.5072	656	0.8286	0.5129	0.8286	0.9103
0.4765	9.5362	658	0.8222	0.5129	0.8222	0.9067
0.4765	9.5652	660	0.8138	0.5204	0.8138	0.9021
0.4765	9.5942	662	0.8090	0.5273	0.8090	0.8994
0.4765	9.6232	664	0.8028	0.5273	0.8028	0.8960
0.4765	9.6522	666	0.7935	0.5324	0.7935	0.8908
0.4765	9.6812	668	0.7833	0.5473	0.7833	0.8850
0.4765	9.7101	670	0.7741	0.5473	0.7741	0.8798
0.4765	9.7391	672	0.7707	0.5473	0.7707	0.8779
0.4765	9.7681	674	0.7674	0.5473	0.7674	0.8760
0.4765	9.7971	676	0.7658	0.5418	0.7658	0.8751
0.4765	9.8261	678	0.7662	0.5418	0.7662	0.8753
0.4765	9.8551	680	0.7651	0.5418	0.7651	0.8747
0.4765	9.8841	682	0.7652	0.5418	0.7652	0.8748
0.4765	9.9130	684	0.7655	0.5418	0.7655	0.8749
0.4765	9.9420	686	0.7661	0.5418	0.7661	0.8753
0.4765	9.9710	688	0.7663	0.5418	0.7663	0.8754
0.4765	10.0	690	0.7662	0.5418	0.7662	0.8753

Framework versions

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