ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_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: 0.6263
• Qwk: 0.3889
• Mse: 0.6263
• Rmse: 0.7914

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0476	2	2.5628	-0.1089	2.5628	1.6009
No log	0.0952	4	1.2647	0.0721	1.2647	1.1246
No log	0.1429	6	1.1059	-0.1408	1.1059	1.0516
No log	0.1905	8	1.4371	-0.2040	1.4371	1.1988
No log	0.2381	10	1.0996	-0.1565	1.0996	1.0486
No log	0.2857	12	0.9126	-0.0007	0.9126	0.9553
No log	0.3333	14	0.7634	0.0608	0.7634	0.8738
No log	0.3810	16	0.7347	0.0840	0.7347	0.8572
No log	0.4286	18	0.7772	0.0937	0.7772	0.8816
No log	0.4762	20	0.7963	0.0940	0.7963	0.8924
No log	0.5238	22	0.8964	0.2132	0.8964	0.9468
No log	0.5714	24	0.9041	0.2804	0.9041	0.9509
No log	0.6190	26	0.7743	0.1770	0.7743	0.8800
No log	0.6667	28	0.7363	0.0481	0.7363	0.8581
No log	0.7143	30	0.7420	0.0	0.7420	0.8614
No log	0.7619	32	0.7648	0.0	0.7648	0.8745
No log	0.8095	34	0.7644	0.0	0.7644	0.8743
No log	0.8571	36	0.7296	0.0	0.7296	0.8542
No log	0.9048	38	0.7322	0.0	0.7322	0.8557
No log	0.9524	40	0.7884	0.0481	0.7884	0.8879
No log	1.0	42	0.8270	0.0495	0.8270	0.9094
No log	1.0476	44	0.8787	0.1358	0.8787	0.9374
No log	1.0952	46	0.8671	0.0940	0.8671	0.9312
No log	1.1429	48	0.9694	0.1345	0.9694	0.9846
No log	1.1905	50	1.0116	0.2408	1.0116	1.0058
No log	1.2381	52	1.0432	0.2008	1.0432	1.0214
No log	1.2857	54	1.1335	0.1797	1.1335	1.0647
No log	1.3333	56	1.1102	0.2581	1.1102	1.0537
No log	1.3810	58	0.9712	0.1685	0.9712	0.9855
No log	1.4286	60	0.8138	0.1786	0.8138	0.9021
No log	1.4762	62	0.6953	0.0	0.6953	0.8339
No log	1.5238	64	0.7058	0.0798	0.7058	0.8401
No log	1.5714	66	0.7413	0.1922	0.7413	0.8610
No log	1.6190	68	0.7379	0.2336	0.7379	0.8590
No log	1.6667	70	0.7254	0.1187	0.7254	0.8517
No log	1.7143	72	0.7272	-0.0027	0.7272	0.8528
No log	1.7619	74	0.7360	0.0393	0.7360	0.8579
No log	1.8095	76	0.7251	0.0798	0.7251	0.8515
No log	1.8571	78	0.7372	0.1184	0.7372	0.8586
No log	1.9048	80	0.7301	0.0804	0.7301	0.8545
No log	1.9524	82	0.8203	0.1315	0.8203	0.9057
No log	2.0	84	0.8860	0.0947	0.8860	0.9413
No log	2.0476	86	1.0185	0.1869	1.0185	1.0092
No log	2.0952	88	1.0571	0.2374	1.0571	1.0281
No log	2.1429	90	0.9870	0.2844	0.9870	0.9935
No log	2.1905	92	0.7796	0.0902	0.7796	0.8829
No log	2.2381	94	0.6831	0.2002	0.6831	0.8265
No log	2.2857	96	0.6584	0.2345	0.6584	0.8114
No log	2.3333	98	0.6438	0.0804	0.6438	0.8024
No log	2.3810	100	0.6052	0.2751	0.6052	0.7779
No log	2.4286	102	0.5928	0.3084	0.5928	0.7700
No log	2.4762	104	0.5994	0.3437	0.5994	0.7742
No log	2.5238	106	0.6197	0.2345	0.6197	0.7872
No log	2.5714	108	0.7158	0.2706	0.7158	0.8461
No log	2.6190	110	0.7524	0.3643	0.7524	0.8674
No log	2.6667	112	0.7020	0.3343	0.7020	0.8379
No log	2.7143	114	0.6431	0.3590	0.6431	0.8019
No log	2.7619	116	0.6260	0.3967	0.6260	0.7912
No log	2.8095	118	0.6301	0.3967	0.6301	0.7938
No log	2.8571	120	0.5884	0.3072	0.5884	0.7671
No log	2.9048	122	0.5912	0.2748	0.5912	0.7689
No log	2.9524	124	0.6493	0.3691	0.6493	0.8058
No log	3.0	126	0.8910	0.4063	0.8910	0.9439
No log	3.0476	128	1.0719	0.1686	1.0719	1.0353
No log	3.0952	130	1.0368	0.2214	1.0368	1.0183
No log	3.1429	132	0.8374	0.3739	0.8374	0.9151
No log	3.1905	134	0.7392	0.4163	0.7392	0.8598
No log	3.2381	136	0.7215	0.3590	0.7215	0.8494
No log	3.2857	138	0.7031	0.3331	0.7031	0.8385
No log	3.3333	140	0.6458	0.2412	0.6458	0.8036
No log	3.3810	142	0.6460	0.2748	0.6460	0.8037
No log	3.4286	144	0.6547	0.2748	0.6547	0.8091
No log	3.4762	146	0.6672	0.3396	0.6672	0.8168
No log	3.5238	148	0.6709	0.2973	0.6709	0.8191
No log	3.5714	150	0.6856	0.2414	0.6856	0.8280
No log	3.6190	152	0.6855	0.2414	0.6855	0.8280
No log	3.6667	154	0.6777	0.2327	0.6777	0.8232
No log	3.7143	156	0.7103	0.2290	0.7103	0.8428
No log	3.7619	158	0.8501	0.3299	0.8501	0.9220
No log	3.8095	160	0.9220	0.2557	0.9220	0.9602
No log	3.8571	162	0.8728	0.2672	0.8728	0.9342
No log	3.9048	164	0.7338	0.3031	0.7338	0.8566
No log	3.9524	166	0.6070	0.4561	0.6070	0.7791
No log	4.0	168	0.5660	0.3947	0.5660	0.7523
No log	4.0476	170	0.5622	0.4338	0.5622	0.7498
No log	4.0952	172	0.6193	0.4589	0.6193	0.7869
No log	4.1429	174	0.7897	0.3804	0.7897	0.8887
No log	4.1905	176	0.8206	0.3870	0.8206	0.9059
No log	4.2381	178	0.7911	0.3323	0.7911	0.8894
No log	4.2857	180	0.7443	0.3215	0.7443	0.8627
No log	4.3333	182	0.7336	0.3251	0.7336	0.8565
No log	4.3810	184	0.7305	0.3289	0.7305	0.8547
No log	4.4286	186	0.6934	0.4037	0.6934	0.8327
No log	4.4762	188	0.6641	0.4507	0.6641	0.8149
No log	4.5238	190	0.6401	0.3442	0.6401	0.8001
No log	4.5714	192	0.6480	0.3787	0.6480	0.8050
No log	4.6190	194	0.6691	0.4013	0.6691	0.8180
No log	4.6667	196	0.6589	0.4036	0.6589	0.8117
No log	4.7143	198	0.7017	0.3914	0.7017	0.8377
No log	4.7619	200	0.7251	0.4260	0.7251	0.8515
No log	4.8095	202	0.6841	0.4125	0.6841	0.8271
No log	4.8571	204	0.6802	0.4717	0.6802	0.8247
No log	4.9048	206	0.7371	0.4463	0.7371	0.8586
No log	4.9524	208	0.7783	0.3807	0.7783	0.8822
No log	5.0	210	0.7485	0.4429	0.7485	0.8651
No log	5.0476	212	0.7668	0.3849	0.7668	0.8757
No log	5.0952	214	0.7054	0.4551	0.7054	0.8399
No log	5.1429	216	0.6910	0.4551	0.6910	0.8312
No log	5.1905	218	0.7153	0.4290	0.7153	0.8457
No log	5.2381	220	0.7227	0.4219	0.7227	0.8501
No log	5.2857	222	0.8273	0.3933	0.8273	0.9096
No log	5.3333	224	0.8090	0.4092	0.8090	0.8994
No log	5.3810	226	0.7050	0.3899	0.7050	0.8397
No log	5.4286	228	0.6028	0.4698	0.6028	0.7764
No log	5.4762	230	0.5696	0.3859	0.5696	0.7547
No log	5.5238	232	0.5976	0.3910	0.5976	0.7731
No log	5.5714	234	0.5892	0.4864	0.5892	0.7676
No log	5.6190	236	0.5812	0.4107	0.5812	0.7624
No log	5.6667	238	0.6139	0.5657	0.6139	0.7835
No log	5.7143	240	0.6320	0.5748	0.6320	0.7950
No log	5.7619	242	0.6344	0.5373	0.6344	0.7965
No log	5.8095	244	0.6077	0.5449	0.6077	0.7796
No log	5.8571	246	0.5934	0.4938	0.5934	0.7703
No log	5.9048	248	0.6036	0.5449	0.6036	0.7769
No log	5.9524	250	0.5888	0.5283	0.5888	0.7673
No log	6.0	252	0.5727	0.4527	0.5727	0.7568
No log	6.0476	254	0.5627	0.4885	0.5627	0.7501
No log	6.0952	256	0.5692	0.4620	0.5692	0.7545
No log	6.1429	258	0.5679	0.5475	0.5679	0.7536
No log	6.1905	260	0.5658	0.4970	0.5658	0.7522
No log	6.2381	262	0.5939	0.4514	0.5939	0.7706
No log	6.2857	264	0.6029	0.4124	0.6029	0.7764
No log	6.3333	266	0.5909	0.4547	0.5909	0.7687
No log	6.3810	268	0.6076	0.4561	0.6076	0.7795
No log	6.4286	270	0.6147	0.4788	0.6147	0.7840
No log	6.4762	272	0.5916	0.4970	0.5916	0.7692
No log	6.5238	274	0.5838	0.4613	0.5838	0.7641
No log	6.5714	276	0.5775	0.4637	0.5775	0.7600
No log	6.6190	278	0.6151	0.6027	0.6151	0.7843
No log	6.6667	280	0.6946	0.5528	0.6946	0.8334
No log	6.7143	282	0.7851	0.3933	0.7851	0.8861
No log	6.7619	284	0.7521	0.4346	0.7521	0.8673
No log	6.8095	286	0.6415	0.5184	0.6415	0.8009
No log	6.8571	288	0.5751	0.5152	0.5751	0.7583
No log	6.9048	290	0.5757	0.5061	0.5757	0.7587
No log	6.9524	292	0.5854	0.5877	0.5854	0.7651
No log	7.0	294	0.6099	0.5368	0.6099	0.7810
No log	7.0476	296	0.5838	0.5781	0.5838	0.7640
No log	7.0952	298	0.5762	0.4953	0.5762	0.7591
No log	7.1429	300	0.5851	0.4984	0.5851	0.7649
No log	7.1905	302	0.6419	0.4464	0.6419	0.8012
No log	7.2381	304	0.6471	0.4093	0.6471	0.8044
No log	7.2857	306	0.6232	0.4356	0.6232	0.7894
No log	7.3333	308	0.5963	0.4991	0.5963	0.7722
No log	7.3810	310	0.6048	0.5479	0.6048	0.7777
No log	7.4286	312	0.5933	0.4928	0.5933	0.7703
No log	7.4762	314	0.5906	0.4985	0.5906	0.7685
No log	7.5238	316	0.5886	0.5632	0.5886	0.7672
No log	7.5714	318	0.5819	0.5428	0.5819	0.7628
No log	7.6190	320	0.5764	0.4806	0.5764	0.7592
No log	7.6667	322	0.6268	0.4783	0.6268	0.7917
No log	7.7143	324	0.6385	0.4952	0.6385	0.7990
No log	7.7619	326	0.7059	0.4463	0.7059	0.8402
No log	7.8095	328	0.6967	0.4410	0.6967	0.8347
No log	7.8571	330	0.6197	0.4367	0.6197	0.7872
No log	7.9048	332	0.6051	0.4451	0.6051	0.7779
No log	7.9524	334	0.6122	0.4874	0.6122	0.7824
No log	8.0	336	0.6318	0.4127	0.6318	0.7949
No log	8.0476	338	0.6667	0.4349	0.6667	0.8165
No log	8.0952	340	0.6481	0.4349	0.6481	0.8050
No log	8.1429	342	0.6321	0.4555	0.6321	0.7950
No log	8.1905	344	0.6261	0.4776	0.6261	0.7912
No log	8.2381	346	0.6222	0.4771	0.6222	0.7888
No log	8.2857	348	0.6282	0.4640	0.6282	0.7926
No log	8.3333	350	0.6561	0.4148	0.6561	0.8100
No log	8.3810	352	0.6837	0.4858	0.6837	0.8269
No log	8.4286	354	0.6459	0.4225	0.6459	0.8037
No log	8.4762	356	0.6463	0.5037	0.6463	0.8039
No log	8.5238	358	0.6609	0.4924	0.6609	0.8129
No log	8.5714	360	0.6597	0.4985	0.6597	0.8122
No log	8.6190	362	0.6575	0.4743	0.6575	0.8109
No log	8.6667	364	0.6653	0.5034	0.6653	0.8156
No log	8.7143	366	0.6592	0.4966	0.6592	0.8119
No log	8.7619	368	0.6844	0.4864	0.6844	0.8273
No log	8.8095	370	0.6791	0.5032	0.6791	0.8241
No log	8.8571	372	0.6472	0.5632	0.6472	0.8045
No log	8.9048	374	0.6655	0.5032	0.6655	0.8158
No log	8.9524	376	0.7028	0.5093	0.7028	0.8383
No log	9.0	378	0.6802	0.5428	0.6802	0.8247
No log	9.0476	380	0.6559	0.4972	0.6559	0.8099
No log	9.0952	382	0.6596	0.5344	0.6596	0.8122
No log	9.1429	384	0.7174	0.4625	0.7174	0.8470
No log	9.1905	386	0.7235	0.4093	0.7235	0.8506
No log	9.2381	388	0.6896	0.4352	0.6896	0.8304
No log	9.2857	390	0.6835	0.4618	0.6835	0.8267
No log	9.3333	392	0.6703	0.5289	0.6703	0.8187
No log	9.3810	394	0.6911	0.4562	0.6911	0.8313
No log	9.4286	396	0.6519	0.5159	0.6519	0.8074
No log	9.4762	398	0.6720	0.3128	0.6720	0.8198
No log	9.5238	400	0.6780	0.4066	0.6780	0.8234
No log	9.5714	402	0.6421	0.5195	0.6421	0.8013
No log	9.6190	404	0.6636	0.5109	0.6636	0.8146
No log	9.6667	406	0.6950	0.5014	0.6950	0.8336
No log	9.7143	408	0.6557	0.4819	0.6557	0.8098
No log	9.7619	410	0.6366	0.4484	0.6366	0.7978
No log	9.8095	412	0.6620	0.3470	0.6620	0.8136
No log	9.8571	414	0.6731	0.3470	0.6731	0.8204
No log	9.9048	416	0.6312	0.4092	0.6312	0.7945
No log	9.9524	418	0.6053	0.4547	0.6053	0.7780
No log	10.0	420	0.6020	0.4949	0.6020	0.7759
No log	10.0476	422	0.5912	0.4953	0.5912	0.7689
No log	10.0952	424	0.5873	0.4820	0.5873	0.7664
No log	10.1429	426	0.6069	0.4717	0.6069	0.7791
No log	10.1905	428	0.6390	0.4931	0.6390	0.7994
No log	10.2381	430	0.6196	0.4960	0.6196	0.7871
No log	10.2857	432	0.6086	0.4717	0.6086	0.7801
No log	10.3333	434	0.5933	0.4637	0.5933	0.7702
No log	10.3810	436	0.6223	0.5437	0.6223	0.7888
No log	10.4286	438	0.6306	0.4788	0.6306	0.7941
No log	10.4762	440	0.6188	0.4895	0.6188	0.7867
No log	10.5238	442	0.6100	0.4919	0.6100	0.7810
No log	10.5714	444	0.6053	0.4919	0.6053	0.7780
No log	10.6190	446	0.6133	0.4919	0.6133	0.7831
No log	10.6667	448	0.6677	0.4282	0.6677	0.8171
No log	10.7143	450	0.6763	0.4134	0.6763	0.8224
No log	10.7619	452	0.6313	0.4292	0.6313	0.7946
No log	10.8095	454	0.5939	0.4705	0.5939	0.7706
No log	10.8571	456	0.5652	0.4970	0.5652	0.7518
No log	10.9048	458	0.5696	0.4970	0.5696	0.7547
No log	10.9524	460	0.5782	0.5101	0.5782	0.7604
No log	11.0	462	0.6120	0.4182	0.6120	0.7823
No log	11.0476	464	0.6355	0.3763	0.6355	0.7972
No log	11.0952	466	0.6073	0.4354	0.6073	0.7793
No log	11.1429	468	0.5941	0.5142	0.5941	0.7708
No log	11.1905	470	0.6291	0.3590	0.6291	0.7932
No log	11.2381	472	0.6533	0.2891	0.6533	0.8082
No log	11.2857	474	0.6237	0.4059	0.6237	0.7898
No log	11.3333	476	0.5915	0.4918	0.5915	0.7691
No log	11.3810	478	0.5721	0.4575	0.5721	0.7564
No log	11.4286	480	0.5657	0.4738	0.5657	0.7521
No log	11.4762	482	0.5647	0.5075	0.5647	0.7514
No log	11.5238	484	0.5919	0.5339	0.5919	0.7694
No log	11.5714	486	0.6317	0.4355	0.6317	0.7948
No log	11.6190	488	0.6144	0.4548	0.6144	0.7839
No log	11.6667	490	0.5921	0.4809	0.5921	0.7695
No log	11.7143	492	0.6436	0.4774	0.6436	0.8023
No log	11.7619	494	0.7130	0.3544	0.7130	0.8444
No log	11.8095	496	0.6931	0.3866	0.6931	0.8325
No log	11.8571	498	0.6538	0.4354	0.6538	0.8086
0.3535	11.9048	500	0.6519	0.4068	0.6519	0.8074
0.3535	11.9524	502	0.6655	0.3659	0.6655	0.8158
0.3535	12.0	504	0.6372	0.5160	0.6372	0.7983
0.3535	12.0476	506	0.6199	0.5273	0.6199	0.7873
0.3535	12.0952	508	0.6326	0.5256	0.6326	0.7954
0.3535	12.1429	510	0.6323	0.5032	0.6323	0.7951
0.3535	12.1905	512	0.6156	0.5034	0.6156	0.7846
0.3535	12.2381	514	0.6003	0.5076	0.6003	0.7748
0.3535	12.2857	516	0.5980	0.4703	0.5980	0.7733
0.3535	12.3333	518	0.5943	0.5286	0.5943	0.7709
0.3535	12.3810	520	0.5865	0.5605	0.5865	0.7658
0.3535	12.4286	522	0.5793	0.5605	0.5793	0.7611
0.3535	12.4762	524	0.5762	0.5321	0.5762	0.7591
0.3535	12.5238	526	0.6070	0.4161	0.6070	0.7791
0.3535	12.5714	528	0.6115	0.4161	0.6115	0.7820
0.3535	12.6190	530	0.5818	0.4427	0.5818	0.7627
0.3535	12.6667	532	0.5666	0.5463	0.5666	0.7527
0.3535	12.7143	534	0.5685	0.5681	0.5685	0.7540
0.3535	12.7619	536	0.6102	0.4888	0.6102	0.7812
0.3535	12.8095	538	0.6242	0.4888	0.6242	0.7901
0.3535	12.8571	540	0.6003	0.5151	0.6003	0.7748
0.3535	12.9048	542	0.5811	0.5765	0.5811	0.7623
0.3535	12.9524	544	0.5921	0.4656	0.5921	0.7695
0.3535	13.0	546	0.5802	0.4656	0.5802	0.7617
0.3535	13.0476	548	0.5846	0.4918	0.5846	0.7646
0.3535	13.0952	550	0.5678	0.5853	0.5678	0.7535
0.3535	13.1429	552	0.5662	0.5151	0.5662	0.7524
0.3535	13.1905	554	0.5738	0.4788	0.5738	0.7575
0.3535	13.2381	556	0.5578	0.5379	0.5578	0.7468
0.3535	13.2857	558	0.5658	0.5213	0.5658	0.7522
0.3535	13.3333	560	0.5784	0.4923	0.5784	0.7605
0.3535	13.3810	562	0.5699	0.5286	0.5699	0.7549
0.3535	13.4286	564	0.5732	0.5326	0.5732	0.7571
0.3535	13.4762	566	0.6026	0.5271	0.6026	0.7762
0.3535	13.5238	568	0.5993	0.4914	0.5993	0.7741
0.3535	13.5714	570	0.6037	0.4681	0.6037	0.7770
0.3535	13.6190	572	0.6046	0.4681	0.6046	0.7775
0.3535	13.6667	574	0.6105	0.4934	0.6105	0.7813
0.3535	13.7143	576	0.6126	0.4701	0.6126	0.7827
0.3535	13.7619	578	0.6120	0.5021	0.6120	0.7823
0.3535	13.8095	580	0.6057	0.5361	0.6057	0.7782
0.3535	13.8571	582	0.6261	0.5493	0.6261	0.7913
0.3535	13.9048	584	0.6264	0.5493	0.6264	0.7914
0.3535	13.9524	586	0.6261	0.5079	0.6261	0.7913
0.3535	14.0	588	0.6200	0.5152	0.6200	0.7874
0.3535	14.0476	590	0.6227	0.5107	0.6227	0.7891
0.3535	14.0952	592	0.6523	0.4514	0.6523	0.8077
0.3535	14.1429	594	0.7061	0.4430	0.7061	0.8403
0.3535	14.1905	596	0.6950	0.4663	0.6950	0.8337
0.3535	14.2381	598	0.6469	0.4206	0.6469	0.8043
0.3535	14.2857	600	0.6238	0.3808	0.6238	0.7898
0.3535	14.3333	602	0.6335	0.4767	0.6335	0.7959
0.3535	14.3810	604	0.6276	0.4767	0.6276	0.7922
0.3535	14.4286	606	0.6079	0.4809	0.6079	0.7797
0.3535	14.4762	608	0.6230	0.4639	0.6230	0.7893
0.3535	14.5238	610	0.6759	0.4845	0.6759	0.8221
0.3535	14.5714	612	0.6916	0.4845	0.6916	0.8316
0.3535	14.6190	614	0.6537	0.5133	0.6537	0.8085
0.3535	14.6667	616	0.5951	0.5125	0.5951	0.7714
0.3535	14.7143	618	0.5850	0.5057	0.5850	0.7648
0.3535	14.7619	620	0.5978	0.5687	0.5978	0.7732
0.3535	14.8095	622	0.5927	0.5765	0.5927	0.7699
0.3535	14.8571	624	0.5793	0.4866	0.5793	0.7611
0.3535	14.9048	626	0.5981	0.4576	0.5981	0.7734
0.3535	14.9524	628	0.6422	0.3914	0.6422	0.8014
0.3535	15.0	630	0.6591	0.4023	0.6591	0.8118
0.3535	15.0476	632	0.6245	0.4513	0.6245	0.7903
0.3535	15.0952	634	0.5925	0.4717	0.5925	0.7698
0.3535	15.1429	636	0.5868	0.5075	0.5868	0.7660
0.3535	15.1905	638	0.5927	0.5702	0.5927	0.7698
0.3535	15.2381	640	0.5849	0.5479	0.5849	0.7648
0.3535	15.2857	642	0.5767	0.4904	0.5767	0.7594
0.3535	15.3333	644	0.5806	0.5479	0.5806	0.7619
0.3535	15.3810	646	0.5995	0.4979	0.5995	0.7743
0.3535	15.4286	648	0.6136	0.5065	0.6136	0.7833
0.3535	15.4762	650	0.6184	0.5065	0.6184	0.7864
0.3535	15.5238	652	0.6055	0.4979	0.6055	0.7781
0.3535	15.5714	654	0.6174	0.5065	0.6174	0.7857
0.3535	15.6190	656	0.6594	0.4575	0.6594	0.8121
0.3535	15.6667	658	0.6424	0.4931	0.6424	0.8015
0.3535	15.7143	660	0.6130	0.5495	0.6130	0.7829
0.3535	15.7619	662	0.5948	0.5929	0.5948	0.7712
0.3535	15.8095	664	0.6076	0.4568	0.6076	0.7795
0.3535	15.8571	666	0.6257	0.4737	0.6257	0.7910
0.3535	15.9048	668	0.6043	0.4928	0.6043	0.7774
0.3535	15.9524	670	0.5976	0.5904	0.5976	0.7730
0.3535	16.0	672	0.6437	0.5368	0.6437	0.8023
0.3535	16.0476	674	0.6451	0.5368	0.6451	0.8032
0.3535	16.0952	676	0.6115	0.5212	0.6115	0.7820
0.3535	16.1429	678	0.5839	0.4762	0.5839	0.7641
0.3535	16.1905	680	0.5922	0.4434	0.5922	0.7695
0.3535	16.2381	682	0.6279	0.4065	0.6279	0.7924
0.3535	16.2857	684	0.6162	0.4065	0.6162	0.7850
0.3535	16.3333	686	0.5942	0.4828	0.5942	0.7708
0.3535	16.3810	688	0.5954	0.5071	0.5954	0.7716
0.3535	16.4286	690	0.6012	0.4838	0.6012	0.7754
0.3535	16.4762	692	0.6063	0.4907	0.6063	0.7787
0.3535	16.5238	694	0.6109	0.4968	0.6109	0.7816
0.3535	16.5714	696	0.6183	0.4901	0.6183	0.7864
0.3535	16.6190	698	0.6197	0.4475	0.6197	0.7872
0.3535	16.6667	700	0.6264	0.4463	0.6264	0.7915
0.3535	16.7143	702	0.6400	0.4345	0.6400	0.8000
0.3535	16.7619	704	0.6419	0.4611	0.6419	0.8012
0.3535	16.8095	706	0.6327	0.4677	0.6327	0.7954
0.3535	16.8571	708	0.6216	0.3889	0.6216	0.7884
0.3535	16.9048	710	0.6216	0.5095	0.6216	0.7884
0.3535	16.9524	712	0.6304	0.4857	0.6304	0.7940
0.3535	17.0	714	0.6469	0.4802	0.6469	0.8043
0.3535	17.0476	716	0.6959	0.4079	0.6959	0.8342
0.3535	17.0952	718	0.6949	0.4079	0.6949	0.8336
0.3535	17.1429	720	0.6663	0.3635	0.6663	0.8163
0.3535	17.1905	722	0.6469	0.3889	0.6469	0.8043
0.3535	17.2381	724	0.6522	0.4660	0.6522	0.8076
0.3535	17.2857	726	0.6565	0.4257	0.6565	0.8103
0.3535	17.3333	728	0.6453	0.4857	0.6453	0.8033
0.3535	17.3810	730	0.6511	0.3754	0.6511	0.8069
0.3535	17.4286	732	0.6993	0.3594	0.6993	0.8363
0.3535	17.4762	734	0.7137	0.3851	0.7137	0.8448
0.3535	17.5238	736	0.6601	0.4059	0.6601	0.8125
0.3535	17.5714	738	0.6263	0.3889	0.6263	0.7914

Framework versions

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