ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k17_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: 0.7750
• Qwk: 0.6803
• Mse: 0.7750
• Rmse: 0.8803

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	0.0213	2	5.2161	0.0040	5.2161	2.2839
No log	0.0426	4	3.0038	0.0937	3.0038	1.7331
No log	0.0638	6	2.0501	0.0041	2.0501	1.4318
No log	0.0851	8	1.4617	0.2173	1.4617	1.2090
No log	0.1064	10	1.2115	0.2122	1.2115	1.1007
No log	0.1277	12	1.2500	0.1881	1.2500	1.1180
No log	0.1489	14	1.2341	0.1950	1.2341	1.1109
No log	0.1702	16	1.2651	0.1218	1.2651	1.1248
No log	0.1915	18	1.2645	0.1352	1.2645	1.1245
No log	0.2128	20	1.1873	0.2105	1.1873	1.0896
No log	0.2340	22	1.1042	0.3031	1.1042	1.0508
No log	0.2553	24	1.2200	0.2729	1.2200	1.1045
No log	0.2766	26	1.3693	0.1490	1.3693	1.1702
No log	0.2979	28	1.0501	0.4408	1.0501	1.0247
No log	0.3191	30	0.9907	0.4300	0.9907	0.9953
No log	0.3404	32	0.9764	0.4156	0.9764	0.9881
No log	0.3617	34	0.9312	0.4955	0.9312	0.9650
No log	0.3830	36	1.0223	0.4317	1.0223	1.0111
No log	0.4043	38	1.0103	0.4576	1.0103	1.0052
No log	0.4255	40	0.9800	0.4537	0.9800	0.9899
No log	0.4468	42	0.8901	0.4522	0.8901	0.9435
No log	0.4681	44	0.9371	0.4664	0.9371	0.9681
No log	0.4894	46	0.8857	0.4172	0.8857	0.9411
No log	0.5106	48	0.8381	0.5603	0.8381	0.9155
No log	0.5319	50	0.8661	0.5070	0.8661	0.9307
No log	0.5532	52	0.8540	0.5404	0.8540	0.9241
No log	0.5745	54	0.8279	0.5579	0.8279	0.9099
No log	0.5957	56	0.8097	0.5888	0.8097	0.8999
No log	0.6170	58	0.7771	0.5646	0.7771	0.8815
No log	0.6383	60	0.8334	0.5247	0.8334	0.9129
No log	0.6596	62	0.8184	0.5656	0.8184	0.9047
No log	0.6809	64	0.7214	0.5997	0.7214	0.8493
No log	0.7021	66	0.6917	0.6425	0.6917	0.8317
No log	0.7234	68	0.7097	0.6176	0.7097	0.8424
No log	0.7447	70	0.7187	0.6010	0.7187	0.8478
No log	0.7660	72	0.6736	0.6208	0.6736	0.8207
No log	0.7872	74	0.7056	0.6516	0.7056	0.8400
No log	0.8085	76	0.7035	0.6627	0.7035	0.8387
No log	0.8298	78	0.6144	0.6984	0.6144	0.7839
No log	0.8511	80	0.7374	0.6689	0.7374	0.8587
No log	0.8723	82	1.1966	0.5517	1.1966	1.0939
No log	0.8936	84	1.3521	0.5275	1.3521	1.1628
No log	0.9149	86	1.1009	0.5822	1.1009	1.0492
No log	0.9362	88	0.7215	0.6638	0.7215	0.8494
No log	0.9574	90	0.6437	0.6903	0.6437	0.8023
No log	0.9787	92	0.6503	0.6765	0.6503	0.8064
No log	1.0	94	0.6538	0.6442	0.6538	0.8086
No log	1.0213	96	0.7007	0.6507	0.7007	0.8371
No log	1.0426	98	0.8743	0.6172	0.8743	0.9351
No log	1.0638	100	0.9500	0.6215	0.9500	0.9747
No log	1.0851	102	0.8243	0.6382	0.8243	0.9079
No log	1.1064	104	0.7418	0.6732	0.7418	0.8613
No log	1.1277	106	0.7637	0.6782	0.7637	0.8739
No log	1.1489	108	0.8569	0.6564	0.8569	0.9257
No log	1.1702	110	0.9477	0.6463	0.9477	0.9735
No log	1.1915	112	0.9579	0.6553	0.9579	0.9787
No log	1.2128	114	0.9157	0.6606	0.9157	0.9569
No log	1.2340	116	0.9241	0.6567	0.9241	0.9613
No log	1.2553	118	0.9672	0.6531	0.9672	0.9835
No log	1.2766	120	1.0108	0.6369	1.0108	1.0054
No log	1.2979	122	0.9818	0.6357	0.9818	0.9909
No log	1.3191	124	0.8644	0.6590	0.8644	0.9297
No log	1.3404	126	0.7517	0.7210	0.7517	0.8670
No log	1.3617	128	0.7140	0.7215	0.7140	0.8450
No log	1.3830	130	0.7832	0.7027	0.7832	0.8850
No log	1.4043	132	0.9008	0.6764	0.9008	0.9491
No log	1.4255	134	0.8236	0.6859	0.8236	0.9075
No log	1.4468	136	0.7135	0.7162	0.7135	0.8447
No log	1.4681	138	0.6717	0.7236	0.6717	0.8196
No log	1.4894	140	0.7043	0.6960	0.7043	0.8392
No log	1.5106	142	0.7351	0.7054	0.7351	0.8574
No log	1.5319	144	0.7201	0.7193	0.7201	0.8486
No log	1.5532	146	0.7501	0.7130	0.7501	0.8661
No log	1.5745	148	0.7905	0.7072	0.7905	0.8891
No log	1.5957	150	0.7883	0.6958	0.7883	0.8878
No log	1.6170	152	0.8648	0.6875	0.8648	0.9299
No log	1.6383	154	1.0223	0.6663	1.0223	1.0111
No log	1.6596	156	1.2053	0.6303	1.2053	1.0979
No log	1.6809	158	1.0204	0.6865	1.0204	1.0102
No log	1.7021	160	1.1305	0.6288	1.1305	1.0633
No log	1.7234	162	1.0670	0.6524	1.0670	1.0330
No log	1.7447	164	0.9184	0.6811	0.9184	0.9583
No log	1.7660	166	0.8630	0.6811	0.8630	0.9290
No log	1.7872	168	0.9006	0.6763	0.9006	0.9490
No log	1.8085	170	1.0164	0.6593	1.0164	1.0082
No log	1.8298	172	0.9998	0.6772	0.9998	0.9999
No log	1.8511	174	0.9564	0.6688	0.9564	0.9780
No log	1.8723	176	0.7790	0.6988	0.7790	0.8826
No log	1.8936	178	0.7573	0.7025	0.7573	0.8702
No log	1.9149	180	0.8315	0.6757	0.8315	0.9119
No log	1.9362	182	0.8645	0.6851	0.8645	0.9298
No log	1.9574	184	0.7608	0.6961	0.7608	0.8722
No log	1.9787	186	0.6487	0.7455	0.6487	0.8054
No log	2.0	188	0.7069	0.7185	0.7069	0.8408
No log	2.0213	190	0.6832	0.7185	0.6832	0.8265
No log	2.0426	192	0.7248	0.7023	0.7248	0.8513
No log	2.0638	194	0.8255	0.6829	0.8255	0.9085
No log	2.0851	196	0.8865	0.6888	0.8865	0.9416
No log	2.1064	198	1.1275	0.6346	1.1275	1.0619
No log	2.1277	200	1.1815	0.6183	1.1815	1.0870
No log	2.1489	202	1.0112	0.6677	1.0112	1.0056
No log	2.1702	204	0.9596	0.6695	0.9596	0.9796
No log	2.1915	206	1.0640	0.6643	1.0640	1.0315
No log	2.2128	208	1.0457	0.6605	1.0457	1.0226
No log	2.2340	210	0.9963	0.6648	0.9963	0.9981
No log	2.2553	212	0.9500	0.6649	0.9500	0.9747
No log	2.2766	214	0.7993	0.6905	0.7993	0.8940
No log	2.2979	216	0.6150	0.7348	0.6150	0.7842
No log	2.3191	218	0.5899	0.7298	0.5899	0.7681
No log	2.3404	220	0.6050	0.7337	0.6050	0.7778
No log	2.3617	222	0.8527	0.6963	0.8527	0.9234
No log	2.3830	224	0.9211	0.6806	0.9211	0.9597
No log	2.4043	226	0.6941	0.7174	0.6941	0.8331
No log	2.4255	228	0.5495	0.7745	0.5495	0.7413
No log	2.4468	230	0.5622	0.7705	0.5622	0.7498
No log	2.4681	232	0.7661	0.7317	0.7661	0.8753
No log	2.4894	234	1.2204	0.6355	1.2204	1.1047
No log	2.5106	236	1.2418	0.6326	1.2418	1.1143
No log	2.5319	238	1.1648	0.6460	1.1648	1.0793
No log	2.5532	240	1.0399	0.6673	1.0399	1.0198
No log	2.5745	242	0.9903	0.6832	0.9903	0.9951
No log	2.5957	244	0.8960	0.6832	0.8960	0.9466
No log	2.6170	246	0.8632	0.7070	0.8632	0.9291
No log	2.6383	248	0.8788	0.6984	0.8788	0.9374
No log	2.6596	250	0.7781	0.7040	0.7781	0.8821
No log	2.6809	252	0.6805	0.7156	0.6805	0.8249
No log	2.7021	254	0.7039	0.7086	0.7039	0.8390
No log	2.7234	256	0.7815	0.6883	0.7815	0.8840
No log	2.7447	258	0.7169	0.7271	0.7169	0.8467
No log	2.7660	260	0.7450	0.7064	0.7450	0.8631
No log	2.7872	262	0.6519	0.7223	0.6519	0.8074
No log	2.8085	264	0.6104	0.7767	0.6104	0.7813
No log	2.8298	266	0.6173	0.7552	0.6173	0.7857
No log	2.8511	268	0.7222	0.7025	0.7222	0.8498
No log	2.8723	270	1.0855	0.6479	1.0855	1.0419
No log	2.8936	272	1.2376	0.5854	1.2376	1.1125
No log	2.9149	274	1.0388	0.6306	1.0388	1.0192
No log	2.9362	276	0.7221	0.6894	0.7221	0.8497
No log	2.9574	278	0.5964	0.7482	0.5964	0.7723
No log	2.9787	280	0.6022	0.7339	0.6022	0.7760
No log	3.0	282	0.7365	0.7057	0.7365	0.8582
No log	3.0213	284	0.9010	0.6540	0.9010	0.9492
No log	3.0426	286	0.9354	0.6593	0.9354	0.9672
No log	3.0638	288	0.7963	0.6975	0.7963	0.8924
No log	3.0851	290	0.6306	0.7333	0.6306	0.7941
No log	3.1064	292	0.6164	0.7319	0.6164	0.7851
No log	3.1277	294	0.6347	0.7148	0.6347	0.7967
No log	3.1489	296	0.7332	0.7136	0.7332	0.8563
No log	3.1702	298	0.7971	0.6942	0.7971	0.8928
No log	3.1915	300	0.9041	0.6811	0.9041	0.9508
No log	3.2128	302	0.9300	0.6972	0.9300	0.9644
No log	3.2340	304	0.9026	0.6729	0.9026	0.9501
No log	3.2553	306	0.9581	0.6645	0.9581	0.9788
No log	3.2766	308	0.9458	0.6450	0.9458	0.9725
No log	3.2979	310	0.9457	0.6292	0.9457	0.9725
No log	3.3191	312	1.0048	0.6130	1.0048	1.0024
No log	3.3404	314	1.0521	0.6297	1.0521	1.0257
No log	3.3617	316	0.9128	0.6497	0.9128	0.9554
No log	3.3830	318	0.7113	0.7116	0.7113	0.8434
No log	3.4043	320	0.6521	0.7426	0.6521	0.8075
No log	3.4255	322	0.6776	0.7098	0.6776	0.8232
No log	3.4468	324	0.8326	0.6772	0.8326	0.9125
No log	3.4681	326	1.0720	0.6151	1.0720	1.0354
No log	3.4894	328	1.1423	0.5776	1.1423	1.0688
No log	3.5106	330	0.9824	0.6309	0.9824	0.9912
No log	3.5319	332	0.7003	0.6985	0.7003	0.8368
No log	3.5532	334	0.5800	0.7507	0.5800	0.7616
No log	3.5745	336	0.5910	0.7480	0.5910	0.7688
No log	3.5957	338	0.6828	0.7377	0.6828	0.8263
No log	3.6170	340	0.8893	0.6934	0.8893	0.9430
No log	3.6383	342	1.1127	0.6397	1.1127	1.0548
No log	3.6596	344	1.0514	0.6433	1.0514	1.0254
No log	3.6809	346	0.8274	0.6770	0.8274	0.9096
No log	3.7021	348	0.7097	0.7001	0.7097	0.8425
No log	3.7234	350	0.6943	0.7008	0.6943	0.8333
No log	3.7447	352	0.7061	0.7018	0.7061	0.8403
No log	3.7660	354	0.7434	0.7027	0.7434	0.8622
No log	3.7872	356	0.7810	0.7061	0.7810	0.8838
No log	3.8085	358	0.8890	0.6766	0.8890	0.9429
No log	3.8298	360	1.0817	0.6380	1.0817	1.0400
No log	3.8511	362	1.2361	0.6275	1.2361	1.1118
No log	3.8723	364	1.2188	0.6287	1.2188	1.1040
No log	3.8936	366	1.0613	0.6375	1.0613	1.0302
No log	3.9149	368	0.8408	0.6744	0.8408	0.9169
No log	3.9362	370	0.7575	0.7236	0.7575	0.8703
No log	3.9574	372	0.8035	0.6833	0.8035	0.8964
No log	3.9787	374	0.9768	0.6363	0.9768	0.9883
No log	4.0	376	1.1110	0.6302	1.1110	1.0540
No log	4.0213	378	1.0510	0.6380	1.0510	1.0252
No log	4.0426	380	0.8566	0.6654	0.8566	0.9255
No log	4.0638	382	0.6514	0.7499	0.6514	0.8071
No log	4.0851	384	0.5955	0.7658	0.5955	0.7717
No log	4.1064	386	0.6237	0.7598	0.6237	0.7897
No log	4.1277	388	0.7338	0.7185	0.7338	0.8566
No log	4.1489	390	0.9031	0.6803	0.9031	0.9503
No log	4.1702	392	0.9491	0.6812	0.9491	0.9742
No log	4.1915	394	0.8428	0.6750	0.8428	0.9180
No log	4.2128	396	0.8013	0.6847	0.8013	0.8952
No log	4.2340	398	0.8085	0.6845	0.8085	0.8992
No log	4.2553	400	0.8904	0.6612	0.8904	0.9436
No log	4.2766	402	0.9771	0.6518	0.9771	0.9885
No log	4.2979	404	0.9746	0.6578	0.9746	0.9872
No log	4.3191	406	0.8258	0.6678	0.8258	0.9087
No log	4.3404	408	0.6572	0.6945	0.6572	0.8107
No log	4.3617	410	0.5913	0.7606	0.5913	0.7689
No log	4.3830	412	0.5924	0.7482	0.5924	0.7697
No log	4.4043	414	0.6290	0.7452	0.6290	0.7931
No log	4.4255	416	0.7659	0.6610	0.7659	0.8752
No log	4.4468	418	0.9051	0.6725	0.9051	0.9514
No log	4.4681	420	0.8991	0.6725	0.8991	0.9482
No log	4.4894	422	0.7465	0.7319	0.7465	0.8640
No log	4.5106	424	0.6519	0.7320	0.6519	0.8074
No log	4.5319	426	0.6095	0.7542	0.6095	0.7807
No log	4.5532	428	0.6566	0.7387	0.6566	0.8103
No log	4.5745	430	0.7262	0.7141	0.7262	0.8522
No log	4.5957	432	0.8146	0.6871	0.8146	0.9026
No log	4.6170	434	0.7785	0.6876	0.7785	0.8823
No log	4.6383	436	0.7576	0.7021	0.7576	0.8704
No log	4.6596	438	0.7098	0.7163	0.7098	0.8425
No log	4.6809	440	0.7546	0.7063	0.7546	0.8687
No log	4.7021	442	0.9152	0.6576	0.9152	0.9567
No log	4.7234	444	1.0164	0.6691	1.0164	1.0082
No log	4.7447	446	1.0493	0.6591	1.0493	1.0244
No log	4.7660	448	0.9493	0.6979	0.9493	0.9743
No log	4.7872	450	0.8754	0.7137	0.8754	0.9356
No log	4.8085	452	0.8014	0.7266	0.8014	0.8952
No log	4.8298	454	0.8285	0.7041	0.8285	0.9102
No log	4.8511	456	0.9811	0.6824	0.9811	0.9905
No log	4.8723	458	1.1141	0.6314	1.1141	1.0555
No log	4.8936	460	1.0829	0.6314	1.0829	1.0406
No log	4.9149	462	0.9497	0.6566	0.9497	0.9745
No log	4.9362	464	0.7487	0.7048	0.7487	0.8653
No log	4.9574	466	0.6356	0.7527	0.6356	0.7972
No log	4.9787	468	0.6094	0.7623	0.6094	0.7807
No log	5.0	470	0.6574	0.7296	0.6574	0.8108
No log	5.0213	472	0.7391	0.7011	0.7391	0.8597
No log	5.0426	474	0.8559	0.6648	0.8559	0.9252
No log	5.0638	476	0.9127	0.6594	0.9127	0.9554
No log	5.0851	478	0.9368	0.6673	0.9368	0.9679
No log	5.1064	480	0.9677	0.6804	0.9677	0.9837
No log	5.1277	482	0.8905	0.6790	0.8905	0.9437
No log	5.1489	484	0.7725	0.6965	0.7725	0.8789
No log	5.1702	486	0.6886	0.7153	0.6886	0.8298
No log	5.1915	488	0.6232	0.7354	0.6232	0.7894
No log	5.2128	490	0.5808	0.7511	0.5808	0.7621
No log	5.2340	492	0.5917	0.7472	0.5917	0.7692
No log	5.2553	494	0.6638	0.7324	0.6638	0.8147
No log	5.2766	496	0.7944	0.7002	0.7944	0.8913
No log	5.2979	498	0.9231	0.6771	0.9231	0.9608
0.4469	5.3191	500	0.9427	0.6732	0.9427	0.9709
0.4469	5.3404	502	0.9793	0.6653	0.9793	0.9896
0.4469	5.3617	504	0.9267	0.6832	0.9267	0.9626
0.4469	5.3830	506	0.9078	0.6625	0.9078	0.9528
0.4469	5.4043	508	0.8847	0.6587	0.8847	0.9406
0.4469	5.4255	510	0.9099	0.6587	0.9099	0.9539
0.4469	5.4468	512	0.9574	0.6479	0.9574	0.9785
0.4469	5.4681	514	1.0415	0.6471	1.0415	1.0205
0.4469	5.4894	516	1.0774	0.6564	1.0774	1.0380
0.4469	5.5106	518	0.9608	0.6569	0.9608	0.9802
0.4469	5.5319	520	0.7859	0.6771	0.7859	0.8865
0.4469	5.5532	522	0.6935	0.7233	0.6935	0.8328
0.4469	5.5745	524	0.6127	0.7379	0.6127	0.7828
0.4469	5.5957	526	0.5799	0.7520	0.5799	0.7615
0.4469	5.6170	528	0.5834	0.7436	0.5834	0.7638
0.4469	5.6383	530	0.6483	0.7267	0.6483	0.8052
0.4469	5.6596	532	0.7377	0.7072	0.7377	0.8589
0.4469	5.6809	534	0.9140	0.6659	0.9140	0.9560
0.4469	5.7021	536	1.0324	0.6570	1.0324	1.0161
0.4469	5.7234	538	0.9943	0.6641	0.9943	0.9971
0.4469	5.7447	540	0.8545	0.6726	0.8545	0.9244
0.4469	5.7660	542	0.7267	0.7017	0.7267	0.8525
0.4469	5.7872	544	0.7049	0.7093	0.7049	0.8396
0.4469	5.8085	546	0.7172	0.7109	0.7172	0.8469
0.4469	5.8298	548	0.7459	0.6909	0.7459	0.8636
0.4469	5.8511	550	0.8523	0.6733	0.8523	0.9232
0.4469	5.8723	552	0.9362	0.6661	0.9362	0.9676
0.4469	5.8936	554	0.9221	0.6719	0.9221	0.9602
0.4469	5.9149	556	0.8494	0.6802	0.8494	0.9216
0.4469	5.9362	558	0.7372	0.7238	0.7372	0.8586
0.4469	5.9574	560	0.6639	0.7299	0.6639	0.8148
0.4469	5.9787	562	0.6624	0.7388	0.6624	0.8139
0.4469	6.0	564	0.7149	0.7126	0.7149	0.8455
0.4469	6.0213	566	0.7192	0.6973	0.7192	0.8480
0.4469	6.0426	568	0.7048	0.7065	0.7048	0.8395
0.4469	6.0638	570	0.7535	0.6961	0.7535	0.8680
0.4469	6.0851	572	0.8790	0.6726	0.8790	0.9376
0.4469	6.1064	574	0.9859	0.6704	0.9859	0.9929
0.4469	6.1277	576	1.0099	0.6697	1.0099	1.0049
0.4469	6.1489	578	0.9435	0.6763	0.9435	0.9714
0.4469	6.1702	580	0.8680	0.6845	0.8680	0.9317
0.4469	6.1915	582	0.7451	0.7183	0.7451	0.8632
0.4469	6.2128	584	0.6823	0.7285	0.6823	0.8260
0.4469	6.2340	586	0.6826	0.7285	0.6826	0.8262
0.4469	6.2553	588	0.7188	0.7168	0.7188	0.8478
0.4469	6.2766	590	0.7748	0.6770	0.7748	0.8802
0.4469	6.2979	592	0.7937	0.6810	0.7937	0.8909
0.4469	6.3191	594	0.7871	0.6810	0.7871	0.8872
0.4469	6.3404	596	0.7919	0.6771	0.7919	0.8899
0.4469	6.3617	598	0.7709	0.6730	0.7709	0.8780
0.4469	6.3830	600	0.7660	0.6667	0.7660	0.8752
0.4469	6.4043	602	0.7915	0.6669	0.7915	0.8897
0.4469	6.4255	604	0.8348	0.6686	0.8348	0.9137
0.4469	6.4468	606	0.8214	0.6669	0.8214	0.9063
0.4469	6.4681	608	0.7613	0.6684	0.7613	0.8725
0.4469	6.4894	610	0.6894	0.7179	0.6894	0.8303
0.4469	6.5106	612	0.6254	0.7349	0.6254	0.7908
0.4469	6.5319	614	0.6164	0.7354	0.6164	0.7851
0.4469	6.5532	616	0.6590	0.7388	0.6590	0.8118
0.4469	6.5745	618	0.7613	0.6865	0.7613	0.8725
0.4469	6.5957	620	0.9254	0.6599	0.9254	0.9620
0.4469	6.6170	622	1.0444	0.6547	1.0444	1.0220
0.4469	6.6383	624	1.0734	0.6538	1.0734	1.0361
0.4469	6.6596	626	1.0282	0.6541	1.0282	1.0140
0.4469	6.6809	628	0.9156	0.6621	0.9156	0.9569
0.4469	6.7021	630	0.7703	0.6708	0.7703	0.8776
0.4469	6.7234	632	0.6896	0.7174	0.6896	0.8304
0.4469	6.7447	634	0.6723	0.7273	0.6723	0.8199
0.4469	6.7660	636	0.6667	0.7258	0.6667	0.8165
0.4469	6.7872	638	0.6944	0.7179	0.6944	0.8333
0.4469	6.8085	640	0.7770	0.6708	0.7770	0.8815
0.4469	6.8298	642	0.9077	0.6696	0.9077	0.9527
0.4469	6.8511	644	1.0298	0.6458	1.0298	1.0148
0.4469	6.8723	646	1.0477	0.6391	1.0477	1.0236
0.4469	6.8936	648	1.0198	0.6398	1.0198	1.0099
0.4469	6.9149	650	0.9297	0.6704	0.9297	0.9642
0.4469	6.9362	652	0.8467	0.6618	0.8467	0.9202
0.4469	6.9574	654	0.7857	0.6816	0.7857	0.8864
0.4469	6.9787	656	0.7395	0.6932	0.7395	0.8599
0.4469	7.0	658	0.7421	0.6797	0.7421	0.8614
0.4469	7.0213	660	0.7904	0.6654	0.7904	0.8890
0.4469	7.0426	662	0.8790	0.6570	0.8790	0.9376
0.4469	7.0638	664	0.9593	0.6497	0.9593	0.9794
0.4469	7.0851	666	1.0273	0.6430	1.0273	1.0136
0.4469	7.1064	668	1.0218	0.6430	1.0218	1.0108
0.4469	7.1277	670	0.9370	0.6552	0.9370	0.9680
0.4469	7.1489	672	0.8388	0.6660	0.8388	0.9159
0.4469	7.1702	674	0.7276	0.7227	0.7276	0.8530
0.4469	7.1915	676	0.6346	0.7605	0.6346	0.7966
0.4469	7.2128	678	0.6018	0.7597	0.6018	0.7757
0.4469	7.2340	680	0.6036	0.7593	0.6036	0.7769
0.4469	7.2553	682	0.6306	0.7622	0.6306	0.7941
0.4469	7.2766	684	0.6629	0.7373	0.6629	0.8142
0.4469	7.2979	686	0.7053	0.7134	0.7053	0.8398
0.4469	7.3191	688	0.7573	0.6740	0.7573	0.8702
0.4469	7.3404	690	0.7564	0.6773	0.7564	0.8697
0.4469	7.3617	692	0.7224	0.6943	0.7224	0.8499
0.4469	7.3830	694	0.6980	0.7093	0.6980	0.8355
0.4469	7.4043	696	0.6696	0.7206	0.6696	0.8183
0.4469	7.4255	698	0.6269	0.7307	0.6269	0.7917
0.4469	7.4468	700	0.6111	0.7410	0.6111	0.7817
0.4469	7.4681	702	0.6021	0.7374	0.6021	0.7759
0.4469	7.4894	704	0.6249	0.7349	0.6249	0.7905
0.4469	7.5106	706	0.6801	0.7134	0.6801	0.8247
0.4469	7.5319	708	0.7286	0.6926	0.7286	0.8536
0.4469	7.5532	710	0.7448	0.6836	0.7448	0.8630
0.4469	7.5745	712	0.7305	0.6932	0.7305	0.8547
0.4469	7.5957	714	0.6840	0.7081	0.6840	0.8271
0.4469	7.6170	716	0.6493	0.7145	0.6493	0.8058
0.4469	7.6383	718	0.6534	0.7145	0.6534	0.8083
0.4469	7.6596	720	0.6837	0.7081	0.6837	0.8269
0.4469	7.6809	722	0.7306	0.6899	0.7306	0.8547
0.4469	7.7021	724	0.8178	0.6600	0.8178	0.9043
0.4469	7.7234	726	0.9049	0.6612	0.9049	0.9513
0.4469	7.7447	728	0.9547	0.6692	0.9547	0.9771
0.4469	7.7660	730	0.9547	0.6609	0.9547	0.9771
0.4469	7.7872	732	0.9072	0.6518	0.9072	0.9525
0.4469	7.8085	734	0.8483	0.6553	0.8483	0.9210
0.4469	7.8298	736	0.7849	0.6714	0.7849	0.8859
0.4469	7.8511	738	0.7309	0.7072	0.7309	0.8549
0.4469	7.8723	740	0.7029	0.7078	0.7029	0.8384
0.4469	7.8936	742	0.6993	0.7168	0.6993	0.8362
0.4469	7.9149	744	0.6833	0.7101	0.6833	0.8266
0.4469	7.9362	746	0.6886	0.7155	0.6886	0.8298
0.4469	7.9574	748	0.7262	0.7078	0.7262	0.8522
0.4469	7.9787	750	0.7702	0.6894	0.7702	0.8776
0.4469	8.0	752	0.8486	0.6598	0.8486	0.9212
0.4469	8.0213	754	0.9132	0.6597	0.9132	0.9556
0.4469	8.0426	756	0.9437	0.6629	0.9437	0.9714
0.4469	8.0638	758	0.9347	0.6629	0.9347	0.9668
0.4469	8.0851	760	0.8954	0.6564	0.8954	0.9462
0.4469	8.1064	762	0.8368	0.6553	0.8368	0.9148
0.4469	8.1277	764	0.7775	0.6669	0.7775	0.8817
0.4469	8.1489	766	0.7505	0.6903	0.7505	0.8663
0.4469	8.1702	768	0.7587	0.6797	0.7587	0.8710
0.4469	8.1915	770	0.7715	0.6797	0.7715	0.8783
0.4469	8.2128	772	0.7550	0.6886	0.7550	0.8689
0.4469	8.2340	774	0.7404	0.6983	0.7404	0.8604
0.4469	8.2553	776	0.7530	0.6876	0.7530	0.8677
0.4469	8.2766	778	0.7890	0.6797	0.7890	0.8883
0.4469	8.2979	780	0.8320	0.6654	0.8320	0.9121
0.4469	8.3191	782	0.8447	0.6639	0.8447	0.9191
0.4469	8.3404	784	0.8579	0.6553	0.8579	0.9262
0.4469	8.3617	786	0.8523	0.6630	0.8523	0.9232
0.4469	8.3830	788	0.8407	0.6630	0.8407	0.9169
0.4469	8.4043	790	0.8261	0.6669	0.8261	0.9089
0.4469	8.4255	792	0.8070	0.6684	0.8070	0.8983
0.4469	8.4468	794	0.8086	0.6684	0.8086	0.8992
0.4469	8.4681	796	0.8048	0.6684	0.8048	0.8971
0.4469	8.4894	798	0.7930	0.6684	0.7930	0.8905
0.4469	8.5106	800	0.7813	0.6787	0.7813	0.8839
0.4469	8.5319	802	0.7830	0.6771	0.7830	0.8849
0.4469	8.5532	804	0.7729	0.6843	0.7729	0.8791
0.4469	8.5745	806	0.7418	0.7102	0.7418	0.8613
0.4469	8.5957	808	0.7209	0.7102	0.7209	0.8491
0.4469	8.6170	810	0.7071	0.7163	0.7071	0.8409
0.4469	8.6383	812	0.7118	0.7102	0.7118	0.8437
0.4469	8.6596	814	0.7277	0.7102	0.7277	0.8530
0.4469	8.6809	816	0.7511	0.6961	0.7511	0.8667
0.4469	8.7021	818	0.7650	0.6797	0.7650	0.8747
0.4469	8.7234	820	0.7699	0.6797	0.7699	0.8775
0.4469	8.7447	822	0.7838	0.6693	0.7838	0.8853
0.4469	8.7660	824	0.7881	0.6693	0.7881	0.8878
0.4469	8.7872	826	0.7765	0.6781	0.7765	0.8812
0.4469	8.8085	828	0.7522	0.6893	0.7522	0.8673
0.4469	8.8298	830	0.7213	0.7041	0.7213	0.8493
0.4469	8.8511	832	0.6984	0.7102	0.6984	0.8357
0.4469	8.8723	834	0.6930	0.7163	0.6930	0.8325
0.4469	8.8936	836	0.7073	0.7163	0.7073	0.8410
0.4469	8.9149	838	0.7246	0.7144	0.7246	0.8512
0.4469	8.9362	840	0.7446	0.7084	0.7446	0.8629
0.4469	8.9574	842	0.7759	0.6738	0.7759	0.8808
0.4469	8.9787	844	0.7990	0.6738	0.7990	0.8938
0.4469	9.0	846	0.8184	0.6684	0.8184	0.9046
0.4469	9.0213	848	0.8230	0.6645	0.8230	0.9072
0.4469	9.0426	850	0.8169	0.6645	0.8169	0.9038
0.4469	9.0638	852	0.8091	0.6660	0.8091	0.8995
0.4469	9.0851	854	0.8178	0.6671	0.8178	0.9043
0.4469	9.1064	856	0.8183	0.6593	0.8183	0.9046
0.4469	9.1277	858	0.8094	0.6608	0.8094	0.8996
0.4469	9.1489	860	0.8105	0.6608	0.8105	0.9003
0.4469	9.1702	862	0.8033	0.6695	0.8033	0.8963
0.4469	9.1915	864	0.7903	0.6727	0.7903	0.8890
0.4469	9.2128	866	0.7772	0.6813	0.7772	0.8816
0.4469	9.2340	868	0.7710	0.6870	0.7710	0.8781
0.4469	9.2553	870	0.7721	0.6910	0.7721	0.8787
0.4469	9.2766	872	0.7719	0.6910	0.7719	0.8786
0.4469	9.2979	874	0.7757	0.6910	0.7757	0.8808
0.4469	9.3191	876	0.7832	0.6803	0.7832	0.8850
0.4469	9.3404	878	0.7853	0.6675	0.7853	0.8862
0.4469	9.3617	880	0.7758	0.6893	0.7758	0.8808
0.4469	9.3830	882	0.7688	0.6893	0.7688	0.8768
0.4469	9.4043	884	0.7637	0.7001	0.7637	0.8739
0.4469	9.4255	886	0.7544	0.7001	0.7544	0.8686
0.4469	9.4468	888	0.7496	0.7001	0.7496	0.8658
0.4469	9.4681	890	0.7532	0.7001	0.7532	0.8679
0.4469	9.4894	892	0.7530	0.7001	0.7530	0.8677
0.4469	9.5106	894	0.7514	0.7001	0.7514	0.8668
0.4469	9.5319	896	0.7538	0.7001	0.7538	0.8682
0.4469	9.5532	898	0.7609	0.7001	0.7609	0.8723
0.4469	9.5745	900	0.7642	0.6893	0.7642	0.8742
0.4469	9.5957	902	0.7647	0.6893	0.7647	0.8744
0.4469	9.6170	904	0.7619	0.7001	0.7619	0.8729
0.4469	9.6383	906	0.7549	0.7001	0.7549	0.8689
0.4469	9.6596	908	0.7554	0.7001	0.7554	0.8691
0.4469	9.6809	910	0.7562	0.7001	0.7562	0.8696
0.4469	9.7021	912	0.7581	0.7001	0.7581	0.8707
0.4469	9.7234	914	0.7626	0.7001	0.7626	0.8733
0.4469	9.7447	916	0.7647	0.7001	0.7647	0.8745
0.4469	9.7660	918	0.7663	0.6910	0.7663	0.8754
0.4469	9.7872	920	0.7696	0.6893	0.7696	0.8773
0.4469	9.8085	922	0.7694	0.6910	0.7694	0.8772
0.4469	9.8298	924	0.7711	0.6893	0.7711	0.8781
0.4469	9.8511	926	0.7740	0.6803	0.7740	0.8797
0.4469	9.8723	928	0.7736	0.6803	0.7736	0.8796
0.4469	9.8936	930	0.7736	0.6803	0.7736	0.8795
0.4469	9.9149	932	0.7734	0.6803	0.7734	0.8794
0.4469	9.9362	934	0.7738	0.6803	0.7738	0.8796
0.4469	9.9574	936	0.7746	0.6803	0.7746	0.8801
0.4469	9.9787	938	0.7750	0.6803	0.7750	0.8803
0.4469	10.0	940	0.7750	0.6803	0.7750	0.8803

Framework versions

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