ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k17_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: 0.7292
• Qwk: 0.5154
• Mse: 0.7292
• Rmse: 0.8539

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	0.0211	2	4.0881	-0.0203	4.0881	2.0219
No log	0.0421	4	1.7956	0.0647	1.7956	1.3400
No log	0.0632	6	1.0226	-0.0055	1.0226	1.0112
No log	0.0842	8	0.7444	0.1640	0.7444	0.8628
No log	0.1053	10	0.7674	0.1457	0.7674	0.8760
No log	0.1263	12	0.7083	0.2421	0.7083	0.8416
No log	0.1474	14	0.6618	0.2990	0.6618	0.8135
No log	0.1684	16	0.6332	0.2918	0.6332	0.7957
No log	0.1895	18	0.6261	0.3183	0.6261	0.7913
No log	0.2105	20	0.5904	0.3443	0.5904	0.7684
No log	0.2316	22	0.9012	0.2730	0.9012	0.9493
No log	0.2526	24	1.0350	0.2942	1.0350	1.0174
No log	0.2737	26	0.6741	0.3562	0.6741	0.8211
No log	0.2947	28	0.5633	0.4032	0.5633	0.7506
No log	0.3158	30	0.5661	0.4276	0.5661	0.7524
No log	0.3368	32	0.6353	0.4433	0.6353	0.7971
No log	0.3579	34	0.6986	0.3660	0.6986	0.8358
No log	0.3789	36	0.8544	0.3293	0.8544	0.9244
No log	0.4	38	0.6561	0.3870	0.6561	0.8100
No log	0.4211	40	0.5562	0.4591	0.5562	0.7458
No log	0.4421	42	0.6195	0.4658	0.6195	0.7871
No log	0.4632	44	0.6033	0.4475	0.6033	0.7767
No log	0.4842	46	0.5774	0.3953	0.5774	0.7599
No log	0.5053	48	0.7348	0.3116	0.7348	0.8572
No log	0.5263	50	0.6563	0.3928	0.6563	0.8101
No log	0.5474	52	0.5653	0.3622	0.5653	0.7519
No log	0.5684	54	0.7960	0.3646	0.7960	0.8922
No log	0.5895	56	1.0197	0.3087	1.0197	1.0098
No log	0.6105	58	0.8667	0.3823	0.8667	0.9310
No log	0.6316	60	0.6058	0.5108	0.6058	0.7784
No log	0.6526	62	0.9519	0.2760	0.9519	0.9757
No log	0.6737	64	1.2078	0.2997	1.2078	1.0990
No log	0.6947	66	0.8391	0.3374	0.8391	0.9160
No log	0.7158	68	0.6594	0.5324	0.6594	0.8120
No log	0.7368	70	0.8497	0.4858	0.8497	0.9218
No log	0.7579	72	0.7951	0.4724	0.7951	0.8917
No log	0.7789	74	0.7154	0.4984	0.7154	0.8458
No log	0.8	76	0.6018	0.5152	0.6018	0.7757
No log	0.8211	78	0.7292	0.3293	0.7292	0.8539
No log	0.8421	80	0.8497	0.3444	0.8497	0.9218
No log	0.8632	82	0.8140	0.3157	0.8140	0.9022
No log	0.8842	84	0.7564	0.3166	0.7564	0.8697
No log	0.9053	86	0.6273	0.4285	0.6273	0.7920
No log	0.9263	88	0.6913	0.5049	0.6913	0.8314
No log	0.9474	90	0.7598	0.4970	0.7598	0.8717
No log	0.9684	92	0.8235	0.5365	0.8235	0.9075
No log	0.9895	94	0.8167	0.4647	0.8167	0.9037
No log	1.0105	96	0.8441	0.4816	0.8441	0.9188
No log	1.0316	98	0.8600	0.4977	0.8600	0.9273
No log	1.0526	100	0.9729	0.4471	0.9729	0.9864
No log	1.0737	102	1.1701	0.4410	1.1701	1.0817
No log	1.0947	104	0.9348	0.4739	0.9348	0.9668
No log	1.1158	106	0.7793	0.5078	0.7793	0.8828
No log	1.1368	108	0.8693	0.4194	0.8693	0.9323
No log	1.1579	110	0.7717	0.4742	0.7717	0.8785
No log	1.1789	112	0.7603	0.5552	0.7603	0.8720
No log	1.2	114	0.8679	0.5247	0.8679	0.9316
No log	1.2211	116	1.2281	0.3909	1.2281	1.1082
No log	1.2421	118	1.0544	0.4599	1.0544	1.0268
No log	1.2632	120	0.8018	0.5383	0.8018	0.8954
No log	1.2842	122	0.6962	0.4678	0.6962	0.8344
No log	1.3053	124	0.6920	0.4246	0.6920	0.8318
No log	1.3263	126	0.6889	0.5330	0.6889	0.8300
No log	1.3474	128	0.8903	0.4672	0.8903	0.9435
No log	1.3684	130	0.8455	0.4877	0.8455	0.9195
No log	1.3895	132	0.7626	0.5213	0.7626	0.8733
No log	1.4105	134	0.7783	0.5223	0.7783	0.8822
No log	1.4316	136	0.9525	0.4659	0.9525	0.9759
No log	1.4526	138	1.4896	0.3827	1.4896	1.2205
No log	1.4737	140	1.5555	0.3827	1.5555	1.2472
No log	1.4947	142	1.0923	0.4604	1.0923	1.0451
No log	1.5158	144	0.8849	0.4790	0.8849	0.9407
No log	1.5368	146	0.8981	0.4372	0.8981	0.9477
No log	1.5579	148	0.8831	0.4626	0.8831	0.9397
No log	1.5789	150	0.9883	0.4544	0.9883	0.9941
No log	1.6	152	1.1967	0.4160	1.1967	1.0939
No log	1.6211	154	1.2369	0.3812	1.2369	1.1121
No log	1.6421	156	1.0171	0.4794	1.0171	1.0085
No log	1.6632	158	0.8288	0.4491	0.8288	0.9104
No log	1.6842	160	0.8652	0.4517	0.8652	0.9302
No log	1.7053	162	0.8508	0.4788	0.8508	0.9224
No log	1.7263	164	0.8597	0.4721	0.8597	0.9272
No log	1.7474	166	1.0627	0.4336	1.0627	1.0309
No log	1.7684	168	1.0058	0.4763	1.0058	1.0029
No log	1.7895	170	0.8401	0.4689	0.8401	0.9166
No log	1.8105	172	0.8638	0.5080	0.8638	0.9294
No log	1.8316	174	0.8075	0.4785	0.8075	0.8986
No log	1.8526	176	0.7641	0.5230	0.7641	0.8742
No log	1.8737	178	0.7519	0.4994	0.7519	0.8671
No log	1.8947	180	0.7508	0.5043	0.7508	0.8665
No log	1.9158	182	0.8223	0.4893	0.8223	0.9068
No log	1.9368	184	0.8736	0.4935	0.8736	0.9347
No log	1.9579	186	0.9149	0.4930	0.9149	0.9565
No log	1.9789	188	0.9025	0.5124	0.9025	0.9500
No log	2.0	190	0.8807	0.5056	0.8807	0.9385
No log	2.0211	192	0.9090	0.5065	0.9090	0.9534
No log	2.0421	194	0.8587	0.5071	0.8587	0.9267
No log	2.0632	196	0.8594	0.4970	0.8594	0.9270
No log	2.0842	198	0.9358	0.4843	0.9358	0.9674
No log	2.1053	200	1.0450	0.4780	1.0450	1.0223
No log	2.1263	202	1.1727	0.4522	1.1727	1.0829
No log	2.1474	204	1.0462	0.4719	1.0462	1.0229
No log	2.1684	206	0.9319	0.4820	0.9319	0.9654
No log	2.1895	208	0.8366	0.4924	0.8366	0.9147
No log	2.2105	210	0.7670	0.4964	0.7670	0.8758
No log	2.2316	212	0.7637	0.5081	0.7637	0.8739
No log	2.2526	214	0.7352	0.5044	0.7352	0.8575
No log	2.2737	216	0.7492	0.5053	0.7492	0.8656
No log	2.2947	218	0.8223	0.5277	0.8223	0.9068
No log	2.3158	220	1.0993	0.4429	1.0993	1.0485
No log	2.3368	222	1.2100	0.4455	1.2100	1.1000
No log	2.3579	224	1.0280	0.4466	1.0280	1.0139
No log	2.3789	226	0.8514	0.4866	0.8514	0.9227
No log	2.4	228	0.8215	0.5125	0.8215	0.9064
No log	2.4211	230	0.7684	0.5254	0.7684	0.8766
No log	2.4421	232	0.7045	0.5052	0.7045	0.8394
No log	2.4632	234	0.7995	0.4476	0.7995	0.8941
No log	2.4842	236	0.8160	0.4285	0.8160	0.9033
No log	2.5053	238	0.7484	0.4651	0.7484	0.8651
No log	2.5263	240	0.6973	0.5158	0.6973	0.8350
No log	2.5474	242	0.7170	0.4983	0.7170	0.8468
No log	2.5684	244	0.7630	0.5282	0.7630	0.8735
No log	2.5895	246	0.8859	0.5029	0.8859	0.9412
No log	2.6105	248	0.9876	0.5103	0.9876	0.9938
No log	2.6316	250	0.9111	0.5145	0.9111	0.9545
No log	2.6526	252	0.8089	0.5231	0.8089	0.8994
No log	2.6737	254	0.7599	0.5243	0.7599	0.8717
No log	2.6947	256	0.7406	0.5311	0.7406	0.8606
No log	2.7158	258	0.7254	0.5276	0.7254	0.8517
No log	2.7368	260	0.7084	0.5	0.7084	0.8417
No log	2.7579	262	0.7018	0.4975	0.7018	0.8377
No log	2.7789	264	0.7065	0.4975	0.7065	0.8405
No log	2.8	266	0.6941	0.4919	0.6941	0.8331
No log	2.8211	268	0.7088	0.5318	0.7088	0.8419
No log	2.8421	270	0.7492	0.5094	0.7492	0.8655
No log	2.8632	272	0.9118	0.4987	0.9118	0.9549
No log	2.8842	274	1.0004	0.4900	1.0004	1.0002
No log	2.9053	276	0.8959	0.5095	0.8959	0.9465
No log	2.9263	278	0.7718	0.5223	0.7718	0.8785
No log	2.9474	280	0.7356	0.5260	0.7356	0.8577
No log	2.9684	282	0.7907	0.5340	0.7907	0.8892
No log	2.9895	284	0.8282	0.5329	0.8282	0.9100
No log	3.0105	286	0.7657	0.5232	0.7657	0.8750
No log	3.0316	288	0.7389	0.5176	0.7389	0.8596
No log	3.0526	290	0.7550	0.5387	0.7550	0.8689
No log	3.0737	292	0.8441	0.5105	0.8441	0.9188
No log	3.0947	294	0.8375	0.5097	0.8375	0.9152
No log	3.1158	296	0.7896	0.5377	0.7896	0.8886
No log	3.1368	298	0.6682	0.5620	0.6682	0.8174
No log	3.1579	300	0.6532	0.5728	0.6532	0.8082
No log	3.1789	302	0.6791	0.5507	0.6791	0.8241
No log	3.2	304	0.8113	0.5328	0.8113	0.9007
No log	3.2211	306	0.8607	0.5102	0.8607	0.9277
No log	3.2421	308	0.8449	0.5366	0.8449	0.9192
No log	3.2632	310	0.7654	0.5306	0.7654	0.8749
No log	3.2842	312	0.7519	0.5382	0.7519	0.8671
No log	3.3053	314	0.7685	0.5370	0.7685	0.8767
No log	3.3263	316	0.8772	0.5125	0.8772	0.9366
No log	3.3474	318	0.9233	0.4959	0.9233	0.9609
No log	3.3684	320	0.7849	0.5178	0.7849	0.8859
No log	3.3895	322	0.6865	0.5141	0.6865	0.8286
No log	3.4105	324	0.6199	0.5240	0.6199	0.7874
No log	3.4316	326	0.6507	0.5478	0.6507	0.8067
No log	3.4526	328	0.6605	0.5208	0.6605	0.8127
No log	3.4737	330	0.7122	0.5035	0.7122	0.8439
No log	3.4947	332	0.8351	0.5155	0.8351	0.9138
No log	3.5158	334	0.9728	0.4763	0.9728	0.9863
No log	3.5368	336	1.1688	0.4593	1.1688	1.0811
No log	3.5579	338	1.1514	0.4742	1.1514	1.0730
No log	3.5789	340	1.0370	0.4714	1.0370	1.0183
No log	3.6	342	0.8497	0.5204	0.8497	0.9218
No log	3.6211	344	0.7912	0.5264	0.7912	0.8895
No log	3.6421	346	0.7781	0.4916	0.7781	0.8821
No log	3.6632	348	0.8071	0.5021	0.8071	0.8984
No log	3.6842	350	0.8696	0.5142	0.8696	0.9325
No log	3.7053	352	1.0160	0.5117	1.0160	1.0080
No log	3.7263	354	1.0323	0.5044	1.0323	1.0160
No log	3.7474	356	0.8863	0.5195	0.8863	0.9414
No log	3.7684	358	0.7206	0.4895	0.7206	0.8489
No log	3.7895	360	0.6719	0.5842	0.6719	0.8197
No log	3.8105	362	0.6719	0.5670	0.6719	0.8197
No log	3.8316	364	0.6780	0.5374	0.6780	0.8234
No log	3.8526	366	0.7389	0.5101	0.7389	0.8596
No log	3.8737	368	0.8227	0.5	0.8227	0.9071
No log	3.8947	370	0.8502	0.4926	0.8502	0.9220
No log	3.9158	372	0.7524	0.5203	0.7524	0.8674
No log	3.9368	374	0.6890	0.5186	0.6890	0.8300
No log	3.9579	376	0.6905	0.5449	0.6905	0.8309
No log	3.9789	378	0.7091	0.5451	0.7091	0.8421
No log	4.0	380	0.7457	0.4904	0.7457	0.8635
No log	4.0211	382	0.8163	0.5023	0.8163	0.9035
No log	4.0421	384	0.8438	0.4899	0.8438	0.9186
No log	4.0632	386	0.8246	0.5104	0.8246	0.9081
No log	4.0842	388	0.7830	0.5081	0.7830	0.8848
No log	4.1053	390	0.7924	0.5114	0.7924	0.8902
No log	4.1263	392	0.7986	0.5647	0.7986	0.8936
No log	4.1474	394	0.8000	0.5607	0.8000	0.8944
No log	4.1684	396	0.7926	0.5361	0.7926	0.8903
No log	4.1895	398	0.7940	0.5083	0.7940	0.8911
No log	4.2105	400	0.7714	0.5211	0.7714	0.8783
No log	4.2316	402	0.7932	0.5103	0.7932	0.8906
No log	4.2526	404	0.8210	0.5033	0.8210	0.9061
No log	4.2737	406	0.8278	0.4855	0.8278	0.9098
No log	4.2947	408	0.7793	0.5074	0.7793	0.8828
No log	4.3158	410	0.7555	0.5305	0.7555	0.8692
No log	4.3368	412	0.7550	0.5443	0.7550	0.8689
No log	4.3579	414	0.7875	0.5328	0.7875	0.8874
No log	4.3789	416	0.7843	0.5376	0.7843	0.8856
No log	4.4	418	0.7602	0.5426	0.7602	0.8719
No log	4.4211	420	0.7262	0.5475	0.7262	0.8522
No log	4.4421	422	0.6800	0.5267	0.6800	0.8246
No log	4.4632	424	0.6835	0.5267	0.6835	0.8268
No log	4.4842	426	0.7152	0.5475	0.7152	0.8457
No log	4.5053	428	0.7676	0.5246	0.7676	0.8761
No log	4.5263	430	0.7912	0.4888	0.7912	0.8895
No log	4.5474	432	0.8720	0.4965	0.8720	0.9338
No log	4.5684	434	0.8842	0.4958	0.8842	0.9403
No log	4.5895	436	0.8583	0.4965	0.8583	0.9264
No log	4.6105	438	0.8294	0.4708	0.8294	0.9107
No log	4.6316	440	0.8291	0.5111	0.8291	0.9106
No log	4.6526	442	0.8074	0.4973	0.8074	0.8985
No log	4.6737	444	0.7954	0.5189	0.7954	0.8919
No log	4.6947	446	0.7707	0.5152	0.7707	0.8779
No log	4.7158	448	0.8105	0.5072	0.8105	0.9003
No log	4.7368	450	0.9820	0.4800	0.9820	0.9910
No log	4.7579	452	1.0879	0.4729	1.0879	1.0430
No log	4.7789	454	1.0691	0.4678	1.0691	1.0340
No log	4.8	456	0.9963	0.4847	0.9963	0.9982
No log	4.8211	458	0.8533	0.5082	0.8533	0.9237
No log	4.8421	460	0.8007	0.5094	0.8007	0.8948
No log	4.8632	462	0.8033	0.5312	0.8033	0.8963
No log	4.8842	464	0.8489	0.5041	0.8489	0.9214
No log	4.9053	466	0.8276	0.4944	0.8276	0.9097
No log	4.9263	468	0.7245	0.5358	0.7245	0.8512
No log	4.9474	470	0.6644	0.5411	0.6644	0.8151
No log	4.9684	472	0.6735	0.5490	0.6735	0.8206
No log	4.9895	474	0.7112	0.5392	0.7112	0.8433
No log	5.0105	476	0.7740	0.5395	0.7740	0.8798
No log	5.0316	478	0.8883	0.4463	0.8883	0.9425
No log	5.0526	480	0.9677	0.4739	0.9677	0.9837
No log	5.0737	482	0.9661	0.4609	0.9661	0.9829
No log	5.0947	484	0.9242	0.4414	0.9242	0.9613
No log	5.1158	486	0.8191	0.5008	0.8191	0.9050
No log	5.1368	488	0.7111	0.5168	0.7111	0.8433
No log	5.1579	490	0.6491	0.5669	0.6491	0.8057
No log	5.1789	492	0.6316	0.5609	0.6316	0.7948
No log	5.2	494	0.6572	0.5276	0.6572	0.8107
No log	5.2211	496	0.6972	0.5302	0.6972	0.8350
No log	5.2421	498	0.7150	0.5498	0.7150	0.8456
0.4855	5.2632	500	0.7318	0.5157	0.7318	0.8554
0.4855	5.2842	502	0.7401	0.5082	0.7401	0.8603
0.4855	5.3053	504	0.7377	0.5134	0.7377	0.8589
0.4855	5.3263	506	0.6853	0.5269	0.6853	0.8278
0.4855	5.3474	508	0.6397	0.5488	0.6397	0.7998
0.4855	5.3684	510	0.6271	0.5395	0.6271	0.7919
0.4855	5.3895	512	0.6479	0.5266	0.6479	0.8049
0.4855	5.4105	514	0.6832	0.5452	0.6832	0.8266
0.4855	5.4316	516	0.6933	0.5452	0.6933	0.8327
0.4855	5.4526	518	0.7702	0.5400	0.7702	0.8776
0.4855	5.4737	520	0.8914	0.4836	0.8914	0.9441
0.4855	5.4947	522	0.9196	0.4724	0.9196	0.9589
0.4855	5.5158	524	0.8683	0.4816	0.8683	0.9318
0.4855	5.5368	526	0.8201	0.5184	0.8201	0.9056
0.4855	5.5579	528	0.8032	0.5281	0.8032	0.8962
0.4855	5.5789	530	0.8443	0.5085	0.8443	0.9188
0.4855	5.6	532	0.9460	0.5069	0.9460	0.9726
0.4855	5.6211	534	1.0378	0.4740	1.0378	1.0187
0.4855	5.6421	536	1.0596	0.4670	1.0596	1.0294
0.4855	5.6632	538	0.9909	0.4697	0.9909	0.9954
0.4855	5.6842	540	0.9312	0.4780	0.9312	0.9650
0.4855	5.7053	542	0.8563	0.4757	0.8563	0.9254
0.4855	5.7263	544	0.7879	0.5074	0.7879	0.8877
0.4855	5.7474	546	0.7599	0.5070	0.7599	0.8717
0.4855	5.7684	548	0.7521	0.4989	0.7521	0.8672
0.4855	5.7895	550	0.7732	0.4995	0.7732	0.8793
0.4855	5.8105	552	0.8771	0.4811	0.8771	0.9365
0.4855	5.8316	554	0.9696	0.4569	0.9696	0.9847
0.4855	5.8526	556	1.0826	0.4456	1.0826	1.0405
0.4855	5.8737	558	1.0844	0.4457	1.0844	1.0413
0.4855	5.8947	560	1.0079	0.4371	1.0079	1.0039
0.4855	5.9158	562	0.9458	0.4578	0.9458	0.9725
0.4855	5.9368	564	0.9239	0.4651	0.9239	0.9612
0.4855	5.9579	566	0.9070	0.4603	0.9070	0.9524
0.4855	5.9789	568	0.9317	0.4651	0.9317	0.9653
0.4855	6.0	570	0.9021	0.4603	0.9021	0.9498
0.4855	6.0211	572	0.8990	0.4603	0.8990	0.9482
0.4855	6.0421	574	0.8988	0.4647	0.8987	0.9480
0.4855	6.0632	576	0.8601	0.4603	0.8601	0.9274
0.4855	6.0842	578	0.8252	0.4843	0.8252	0.9084
0.4855	6.1053	580	0.8318	0.4843	0.8318	0.9120
0.4855	6.1263	582	0.8661	0.4724	0.8661	0.9306
0.4855	6.1474	584	0.8548	0.4724	0.8548	0.9246
0.4855	6.1684	586	0.8214	0.4971	0.8214	0.9063
0.4855	6.1895	588	0.7721	0.4986	0.7721	0.8787
0.4855	6.2105	590	0.7539	0.5121	0.7539	0.8683
0.4855	6.2316	592	0.7230	0.5516	0.7230	0.8503
0.4855	6.2526	594	0.6945	0.5473	0.6945	0.8334
0.4855	6.2737	596	0.7114	0.5446	0.7114	0.8435
0.4855	6.2947	598	0.7762	0.4957	0.7762	0.8810
0.4855	6.3158	600	0.7888	0.4957	0.7888	0.8881
0.4855	6.3368	602	0.7442	0.5375	0.7442	0.8627
0.4855	6.3579	604	0.7025	0.5277	0.7025	0.8382
0.4855	6.3789	606	0.6884	0.5449	0.6884	0.8297
0.4855	6.4	608	0.7043	0.5550	0.7043	0.8392
0.4855	6.4211	610	0.7302	0.5483	0.7302	0.8545
0.4855	6.4421	612	0.7552	0.5130	0.7552	0.8690
0.4855	6.4632	614	0.8029	0.4908	0.8029	0.8960
0.4855	6.4842	616	0.7891	0.4858	0.7891	0.8883
0.4855	6.5053	618	0.7571	0.5306	0.7571	0.8701
0.4855	6.5263	620	0.7371	0.5306	0.7371	0.8586
0.4855	6.5474	622	0.7355	0.5306	0.7355	0.8576
0.4855	6.5684	624	0.7550	0.5306	0.7550	0.8689
0.4855	6.5895	626	0.7421	0.5221	0.7421	0.8615
0.4855	6.6105	628	0.7359	0.5216	0.7359	0.8578
0.4855	6.6316	630	0.7421	0.5302	0.7421	0.8615
0.4855	6.6526	632	0.7727	0.5076	0.7727	0.8790
0.4855	6.6737	634	0.8091	0.4893	0.8091	0.8995
0.4855	6.6947	636	0.8035	0.4915	0.8035	0.8964
0.4855	6.7158	638	0.7739	0.5134	0.7739	0.8797
0.4855	6.7368	640	0.7897	0.5148	0.7897	0.8886
0.4855	6.7579	642	0.8347	0.4722	0.8347	0.9136
0.4855	6.7789	644	0.8370	0.5081	0.8370	0.9149
0.4855	6.8	646	0.8025	0.5127	0.8025	0.8958
0.4855	6.8211	648	0.7783	0.5211	0.7783	0.8822
0.4855	6.8421	650	0.7660	0.5283	0.7660	0.8752
0.4855	6.8632	652	0.7685	0.5279	0.7685	0.8767
0.4855	6.8842	654	0.8127	0.4910	0.8127	0.9015
0.4855	6.9053	656	0.8858	0.4865	0.8858	0.9412
0.4855	6.9263	658	0.9132	0.5044	0.9132	0.9556
0.4855	6.9474	660	0.9013	0.4998	0.9013	0.9494
0.4855	6.9684	662	0.8673	0.5068	0.8673	0.9313
0.4855	6.9895	664	0.8154	0.5176	0.8154	0.9030
0.4855	7.0105	666	0.7578	0.4973	0.7578	0.8705
0.4855	7.0316	668	0.7245	0.5164	0.7245	0.8512
0.4855	7.0526	670	0.7230	0.5239	0.7230	0.8503
0.4855	7.0737	672	0.7421	0.5137	0.7421	0.8614
0.4855	7.0947	674	0.7555	0.4867	0.7555	0.8692
0.4855	7.1158	676	0.7545	0.4694	0.7545	0.8686
0.4855	7.1368	678	0.7679	0.4831	0.7679	0.8763
0.4855	7.1579	680	0.7677	0.5286	0.7677	0.8762
0.4855	7.1789	682	0.7654	0.5188	0.7654	0.8749
0.4855	7.2	684	0.7734	0.5236	0.7734	0.8794
0.4855	7.2211	686	0.8001	0.4746	0.8001	0.8945
0.4855	7.2421	688	0.8628	0.4966	0.8628	0.9289
0.4855	7.2632	690	0.8996	0.4868	0.8996	0.9484
0.4855	7.2842	692	0.8747	0.4747	0.8747	0.9352
0.4855	7.3053	694	0.8106	0.5149	0.8106	0.9004
0.4855	7.3263	696	0.7788	0.5109	0.7788	0.8825
0.4855	7.3474	698	0.7409	0.5157	0.7409	0.8607
0.4855	7.3684	700	0.7150	0.5006	0.7150	0.8456
0.4855	7.3895	702	0.6977	0.5150	0.6977	0.8353
0.4855	7.4105	704	0.7137	0.5150	0.7137	0.8448
0.4855	7.4316	706	0.7418	0.5	0.7418	0.8613
0.4855	7.4526	708	0.7854	0.4893	0.7854	0.8862
0.4855	7.4737	710	0.8379	0.4689	0.8379	0.9153
0.4855	7.4947	712	0.8590	0.4689	0.8590	0.9268
0.4855	7.5158	714	0.8593	0.4689	0.8593	0.9270
0.4855	7.5368	716	0.8389	0.4752	0.8389	0.9159
0.4855	7.5579	718	0.8183	0.4817	0.8183	0.9046
0.4855	7.5789	720	0.8103	0.4812	0.8103	0.9001
0.4855	7.6	722	0.8283	0.4865	0.8283	0.9101
0.4855	7.6211	724	0.8339	0.4788	0.8339	0.9132
0.4855	7.6421	726	0.8041	0.4919	0.8041	0.8967
0.4855	7.6632	728	0.7621	0.4957	0.7621	0.8730
0.4855	7.6842	730	0.7163	0.5443	0.7163	0.8464
0.4855	7.7053	732	0.7061	0.54	0.7061	0.8403
0.4855	7.7263	734	0.7204	0.5431	0.7204	0.8487
0.4855	7.7474	736	0.7410	0.5505	0.7410	0.8608
0.4855	7.7684	738	0.7901	0.5104	0.7901	0.8889
0.4855	7.7895	740	0.8272	0.4908	0.8272	0.9095
0.4855	7.8105	742	0.8559	0.4966	0.8559	0.9251
0.4855	7.8316	744	0.8525	0.4966	0.8525	0.9233
0.4855	7.8526	746	0.8209	0.5110	0.8209	0.9061
0.4855	7.8737	748	0.7864	0.5010	0.7864	0.8868
0.4855	7.8947	750	0.7586	0.5083	0.7586	0.8710
0.4855	7.9158	752	0.7574	0.5134	0.7574	0.8703
0.4855	7.9368	754	0.7852	0.5276	0.7852	0.8861
0.4855	7.9579	756	0.8204	0.5261	0.8204	0.9057
0.4855	7.9789	758	0.8672	0.5041	0.8672	0.9313
0.4855	8.0	760	0.8875	0.5012	0.8875	0.9421
0.4855	8.0211	762	0.8709	0.5012	0.8709	0.9332
0.4855	8.0421	764	0.8590	0.4964	0.8590	0.9268
0.4855	8.0632	766	0.8526	0.4964	0.8526	0.9234
0.4855	8.0842	768	0.8386	0.5035	0.8386	0.9158
0.4855	8.1053	770	0.8476	0.4970	0.8476	0.9206
0.4855	8.1263	772	0.8410	0.5036	0.8410	0.9170
0.4855	8.1474	774	0.8180	0.5181	0.8180	0.9045
0.4855	8.1684	776	0.7877	0.5166	0.7877	0.8875
0.4855	8.1895	778	0.7750	0.5066	0.7750	0.8804
0.4855	8.2105	780	0.7668	0.5073	0.7668	0.8757
0.4855	8.2316	782	0.7866	0.5073	0.7866	0.8869
0.4855	8.2526	784	0.8123	0.5109	0.8123	0.9013
0.4855	8.2737	786	0.8048	0.5003	0.8048	0.8971
0.4855	8.2947	788	0.7785	0.5073	0.7785	0.8824
0.4855	8.3158	790	0.7538	0.4989	0.7538	0.8682
0.4855	8.3368	792	0.7417	0.5273	0.7417	0.8612
0.4855	8.3579	794	0.7432	0.5087	0.7432	0.8621
0.4855	8.3789	796	0.7498	0.5227	0.7498	0.8659
0.4855	8.4	798	0.7674	0.4951	0.7674	0.8760
0.4855	8.4211	800	0.7866	0.4922	0.7866	0.8869
0.4855	8.4421	802	0.8137	0.4937	0.8137	0.9021
0.4855	8.4632	804	0.8333	0.4980	0.8333	0.9129
0.4855	8.4842	806	0.8291	0.4972	0.8291	0.9106
0.4855	8.5053	808	0.8246	0.5074	0.8246	0.9081
0.4855	8.5263	810	0.8045	0.5216	0.8045	0.8970
0.4855	8.5474	812	0.7695	0.5253	0.7695	0.8772
0.4855	8.5684	814	0.7372	0.5127	0.7372	0.8586
0.4855	8.5895	816	0.7179	0.5072	0.7179	0.8473
0.4855	8.6105	818	0.7108	0.5072	0.7108	0.8431
0.4855	8.6316	820	0.7128	0.5072	0.7128	0.8443
0.4855	8.6526	822	0.7092	0.5072	0.7092	0.8422
0.4855	8.6737	824	0.7190	0.5264	0.7190	0.8479
0.4855	8.6947	826	0.7245	0.5264	0.7245	0.8512
0.4855	8.7158	828	0.7365	0.5269	0.7365	0.8582
0.4855	8.7368	830	0.7494	0.4981	0.7494	0.8657
0.4855	8.7579	832	0.7551	0.4981	0.7551	0.8690
0.4855	8.7789	834	0.7457	0.5124	0.7457	0.8635
0.4855	8.8	836	0.7401	0.5390	0.7401	0.8603
0.4855	8.8211	838	0.7405	0.5206	0.7405	0.8605
0.4855	8.8421	840	0.7386	0.5154	0.7386	0.8594
0.4855	8.8632	842	0.7460	0.5390	0.7460	0.8637
0.4855	8.8842	844	0.7478	0.5318	0.7478	0.8648
0.4855	8.9053	846	0.7534	0.5298	0.7534	0.8680
0.4855	8.9263	848	0.7501	0.5371	0.7501	0.8661
0.4855	8.9474	850	0.7418	0.5131	0.7418	0.8613
0.4855	8.9684	852	0.7459	0.5131	0.7459	0.8637
0.4855	8.9895	854	0.7444	0.5131	0.7444	0.8628
0.4855	9.0105	856	0.7463	0.5131	0.7463	0.8639
0.4855	9.0316	858	0.7482	0.5055	0.7482	0.8650
0.4855	9.0526	860	0.7614	0.5446	0.7614	0.8726
0.4855	9.0737	862	0.7740	0.5350	0.7740	0.8798
0.4855	9.0947	864	0.7828	0.5274	0.7828	0.8848
0.4855	9.1158	866	0.7915	0.5274	0.7915	0.8897
0.4855	9.1368	868	0.8007	0.5074	0.8007	0.8948
0.4855	9.1579	870	0.8119	0.5008	0.8119	0.9011
0.4855	9.1789	872	0.8108	0.5008	0.8108	0.9004
0.4855	9.2	874	0.7932	0.5143	0.7932	0.8906
0.4855	9.2211	876	0.7695	0.5177	0.7695	0.8772
0.4855	9.2421	878	0.7419	0.54	0.7419	0.8613
0.4855	9.2632	880	0.7232	0.5206	0.7232	0.8504
0.4855	9.2842	882	0.7101	0.5222	0.7101	0.8426
0.4855	9.3053	884	0.7035	0.5239	0.7035	0.8388
0.4855	9.3263	886	0.7047	0.5239	0.7047	0.8395
0.4855	9.3474	888	0.7131	0.5297	0.7131	0.8445
0.4855	9.3684	890	0.7195	0.5297	0.7195	0.8482
0.4855	9.3895	892	0.7264	0.5147	0.7264	0.8523
0.4855	9.4105	894	0.7349	0.5200	0.7349	0.8573
0.4855	9.4316	896	0.7446	0.5200	0.7446	0.8629
0.4855	9.4526	898	0.7566	0.5117	0.7566	0.8698
0.4855	9.4737	900	0.7724	0.4956	0.7724	0.8789
0.4855	9.4947	902	0.7839	0.5064	0.7839	0.8854
0.4855	9.5158	904	0.7890	0.4979	0.7890	0.8882
0.4855	9.5368	906	0.7953	0.5082	0.7953	0.8918
0.4855	9.5579	908	0.7951	0.5082	0.7951	0.8917
0.4855	9.5789	910	0.7869	0.5226	0.7869	0.8871
0.4855	9.6	912	0.7754	0.5066	0.7754	0.8806
0.4855	9.6211	914	0.7612	0.5147	0.7612	0.8724
0.4855	9.6421	916	0.7478	0.5314	0.7478	0.8648
0.4855	9.6632	918	0.7393	0.5127	0.7393	0.8598
0.4855	9.6842	920	0.7334	0.5134	0.7334	0.8564
0.4855	9.7053	922	0.7303	0.5154	0.7303	0.8546
0.4855	9.7263	924	0.7278	0.5154	0.7278	0.8531
0.4855	9.7474	926	0.7285	0.5154	0.7285	0.8535
0.4855	9.7684	928	0.7270	0.5154	0.7270	0.8526
0.4855	9.7895	930	0.7259	0.5154	0.7259	0.8520
0.4855	9.8105	932	0.7267	0.5154	0.7267	0.8525
0.4855	9.8316	934	0.7256	0.5154	0.7256	0.8518
0.4855	9.8526	936	0.7260	0.5154	0.7260	0.8521
0.4855	9.8737	938	0.7271	0.5154	0.7271	0.8527
0.4855	9.8947	940	0.7276	0.5154	0.7276	0.8530
0.4855	9.9158	942	0.7282	0.5154	0.7282	0.8534
0.4855	9.9368	944	0.7285	0.5154	0.7285	0.8535
0.4855	9.9579	946	0.7291	0.5154	0.7291	0.8539
0.4855	9.9789	948	0.7292	0.5154	0.7292	0.8539
0.4855	10.0	950	0.7292	0.5154	0.7292	0.8539

Framework versions

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