Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_style

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: 0.4187
• Qwk: 0.6872
• Mse: 0.4187
• Rmse: 0.6471

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	0.0213	2	4.1307	-0.0009	4.1307	2.0324
No log	0.0426	4	3.0147	0.0505	3.0147	1.7363
No log	0.0638	6	1.4577	0.0448	1.4577	1.2073
No log	0.0851	8	0.8912	0.0717	0.8912	0.9440
No log	0.1064	10	0.8107	-0.0058	0.8107	0.9004
No log	0.1277	12	0.7588	0.1050	0.7588	0.8711
No log	0.1489	14	0.6761	0.1355	0.6761	0.8222
No log	0.1702	16	0.5936	0.4030	0.5936	0.7705
No log	0.1915	18	0.6359	0.3937	0.6359	0.7975
No log	0.2128	20	0.5725	0.4018	0.5725	0.7567
No log	0.2340	22	0.5798	0.4085	0.5798	0.7614
No log	0.2553	24	0.5225	0.4717	0.5225	0.7229
No log	0.2766	26	0.5161	0.4137	0.5161	0.7184
No log	0.2979	28	0.5071	0.4604	0.5071	0.7121
No log	0.3191	30	0.4952	0.4657	0.4952	0.7037
No log	0.3404	32	0.4487	0.5593	0.4487	0.6698
No log	0.3617	34	0.5237	0.5491	0.5237	0.7236
No log	0.3830	36	0.5080	0.5507	0.5080	0.7127
No log	0.4043	38	0.4330	0.5952	0.4330	0.6580
No log	0.4255	40	0.5310	0.4044	0.5310	0.7287
No log	0.4468	42	0.5610	0.3759	0.5610	0.7490
No log	0.4681	44	0.4910	0.5738	0.4910	0.7007
No log	0.4894	46	0.5503	0.5752	0.5503	0.7418
No log	0.5106	48	0.6052	0.5774	0.6052	0.7779
No log	0.5319	50	0.4782	0.5815	0.4782	0.6915
No log	0.5532	52	0.4317	0.5970	0.4317	0.6570
No log	0.5745	54	0.4447	0.5510	0.4447	0.6669
No log	0.5957	56	0.4392	0.5765	0.4392	0.6627
No log	0.6170	58	0.4546	0.6128	0.4546	0.6742
No log	0.6383	60	0.4690	0.6224	0.4690	0.6848
No log	0.6596	62	0.4411	0.5951	0.4411	0.6641
No log	0.6809	64	0.4276	0.6110	0.4276	0.6539
No log	0.7021	66	0.5060	0.4348	0.5060	0.7113
No log	0.7234	68	0.5452	0.4925	0.5452	0.7384
No log	0.7447	70	0.5049	0.4914	0.5049	0.7106
No log	0.7660	72	0.4604	0.4917	0.4604	0.6786
No log	0.7872	74	0.4502	0.5586	0.4502	0.6710
No log	0.8085	76	0.4574	0.6184	0.4574	0.6763
No log	0.8298	78	0.4928	0.5761	0.4928	0.7020
No log	0.8511	80	0.4823	0.5359	0.4823	0.6945
No log	0.8723	82	0.4337	0.5939	0.4337	0.6586
No log	0.8936	84	0.4058	0.5726	0.4058	0.6370
No log	0.9149	86	0.4118	0.5830	0.4118	0.6417
No log	0.9362	88	0.4143	0.5584	0.4143	0.6437
No log	0.9574	90	0.4830	0.5947	0.4830	0.6950
No log	0.9787	92	0.5324	0.5893	0.5324	0.7296
No log	1.0	94	0.6682	0.5928	0.6682	0.8174
No log	1.0213	96	0.8478	0.5182	0.8478	0.9208
No log	1.0426	98	0.6385	0.6350	0.6385	0.7991
No log	1.0638	100	0.7597	0.5585	0.7597	0.8716
No log	1.0851	102	0.8262	0.5251	0.8262	0.9090
No log	1.1064	104	0.7091	0.5217	0.7091	0.8421
No log	1.1277	106	0.4544	0.6304	0.4544	0.6741
No log	1.1489	108	0.6035	0.5141	0.6035	0.7769
No log	1.1702	110	0.5987	0.4519	0.5987	0.7737
No log	1.1915	112	0.4245	0.5771	0.4245	0.6515
No log	1.2128	114	0.4439	0.5477	0.4439	0.6663
No log	1.2340	116	0.5000	0.5645	0.5000	0.7071
No log	1.2553	118	0.4860	0.5759	0.4860	0.6971
No log	1.2766	120	0.4785	0.6050	0.4785	0.6917
No log	1.2979	122	0.4848	0.6204	0.4848	0.6963
No log	1.3191	124	0.5005	0.6606	0.5005	0.7075
No log	1.3404	126	0.4920	0.6282	0.4920	0.7014
No log	1.3617	128	0.4963	0.6428	0.4963	0.7045
No log	1.3830	130	0.4733	0.6194	0.4733	0.6880
No log	1.4043	132	0.4367	0.6616	0.4367	0.6608
No log	1.4255	134	0.4137	0.5986	0.4137	0.6432
No log	1.4468	136	0.3989	0.6105	0.3989	0.6316
No log	1.4681	138	0.4877	0.5543	0.4877	0.6984
No log	1.4894	140	0.5044	0.5239	0.5044	0.7102
No log	1.5106	142	0.4533	0.6100	0.4533	0.6733
No log	1.5319	144	0.4249	0.5931	0.4249	0.6518
No log	1.5532	146	0.4168	0.5858	0.4168	0.6456
No log	1.5745	148	0.3980	0.6249	0.3980	0.6309
No log	1.5957	150	0.4054	0.6079	0.4054	0.6367
No log	1.6170	152	0.4249	0.6337	0.4249	0.6518
No log	1.6383	154	0.4553	0.6767	0.4553	0.6748
No log	1.6596	156	0.4783	0.6544	0.4783	0.6916
No log	1.6809	158	0.4899	0.6347	0.4899	0.7000
No log	1.7021	160	0.4984	0.6300	0.4984	0.7060
No log	1.7234	162	0.5419	0.6334	0.5419	0.7362
No log	1.7447	164	0.6070	0.6009	0.6070	0.7791
No log	1.7660	166	0.7209	0.5736	0.7209	0.8491
No log	1.7872	168	0.7983	0.5397	0.7983	0.8935
No log	1.8085	170	0.7232	0.5426	0.7232	0.8504
No log	1.8298	172	0.5292	0.6050	0.5292	0.7275
No log	1.8511	174	0.4783	0.6425	0.4783	0.6916
No log	1.8723	176	0.4675	0.6629	0.4675	0.6837
No log	1.8936	178	0.4720	0.6603	0.4720	0.6870
No log	1.9149	180	0.4617	0.6203	0.4617	0.6795
No log	1.9362	182	0.4202	0.6190	0.4202	0.6482
No log	1.9574	184	0.3921	0.6230	0.3921	0.6261
No log	1.9787	186	0.3943	0.6125	0.3943	0.6280
No log	2.0	188	0.4065	0.6134	0.4065	0.6375
No log	2.0213	190	0.3937	0.6141	0.3937	0.6274
No log	2.0426	192	0.3946	0.6351	0.3946	0.6282
No log	2.0638	194	0.4322	0.6398	0.4322	0.6574
No log	2.0851	196	0.4897	0.6423	0.4897	0.6998
No log	2.1064	198	0.4886	0.6464	0.4886	0.6990
No log	2.1277	200	0.4128	0.6415	0.4128	0.6425
No log	2.1489	202	0.4063	0.6088	0.4063	0.6374
No log	2.1702	204	0.4182	0.6167	0.4182	0.6467
No log	2.1915	206	0.4006	0.6165	0.4006	0.6329
No log	2.2128	208	0.4102	0.6326	0.4102	0.6405
No log	2.2340	210	0.4471	0.6150	0.4471	0.6687
No log	2.2553	212	0.4842	0.6069	0.4842	0.6958
No log	2.2766	214	0.4766	0.6110	0.4766	0.6904
No log	2.2979	216	0.4749	0.6409	0.4749	0.6891
No log	2.3191	218	0.4780	0.6444	0.4780	0.6914
No log	2.3404	220	0.4826	0.6557	0.4826	0.6947
No log	2.3617	222	0.4901	0.6691	0.4901	0.7001
No log	2.3830	224	0.4918	0.6360	0.4918	0.7013
No log	2.4043	226	0.4923	0.6327	0.4923	0.7016
No log	2.4255	228	0.4641	0.6362	0.4641	0.6813
No log	2.4468	230	0.4319	0.6045	0.4319	0.6572
No log	2.4681	232	0.4190	0.6490	0.4190	0.6473
No log	2.4894	234	0.4662	0.5866	0.4662	0.6828
No log	2.5106	236	0.5830	0.4937	0.5830	0.7635
No log	2.5319	238	0.6040	0.4662	0.6040	0.7772
No log	2.5532	240	0.5250	0.5656	0.5250	0.7246
No log	2.5745	242	0.4168	0.6432	0.4168	0.6456
No log	2.5957	244	0.4011	0.6461	0.4011	0.6333
No log	2.6170	246	0.3936	0.6479	0.3936	0.6274
No log	2.6383	248	0.4122	0.5869	0.4122	0.6420
No log	2.6596	250	0.4232	0.5868	0.4232	0.6505
No log	2.6809	252	0.4073	0.5943	0.4074	0.6382
No log	2.7021	254	0.4029	0.6548	0.4029	0.6348
No log	2.7234	256	0.4453	0.6079	0.4453	0.6673
No log	2.7447	258	0.4349	0.6246	0.4349	0.6595
No log	2.7660	260	0.4438	0.6424	0.4438	0.6661
No log	2.7872	262	0.5657	0.5500	0.5657	0.7521
No log	2.8085	264	0.5778	0.5461	0.5778	0.7601
No log	2.8298	266	0.4950	0.6287	0.4950	0.7036
No log	2.8511	268	0.4104	0.6640	0.4104	0.6406
No log	2.8723	270	0.3964	0.6742	0.3964	0.6296
No log	2.8936	272	0.3996	0.6576	0.3996	0.6321
No log	2.9149	274	0.4224	0.6668	0.4224	0.6500
No log	2.9362	276	0.4420	0.6547	0.4420	0.6649
No log	2.9574	278	0.4305	0.6485	0.4305	0.6561
No log	2.9787	280	0.5082	0.6418	0.5082	0.7129
No log	3.0	282	0.7203	0.5457	0.7203	0.8487
No log	3.0213	284	0.7808	0.5246	0.7808	0.8836
No log	3.0426	286	0.6960	0.5522	0.6960	0.8342
No log	3.0638	288	0.5180	0.6574	0.5180	0.7197
No log	3.0851	290	0.5417	0.5945	0.5417	0.7360
No log	3.1064	292	0.5966	0.5818	0.5966	0.7724
No log	3.1277	294	0.4634	0.5997	0.4634	0.6808
No log	3.1489	296	0.3835	0.5944	0.3835	0.6192
No log	3.1702	298	0.4683	0.5168	0.4683	0.6843
No log	3.1915	300	0.5243	0.5087	0.5243	0.7241
No log	3.2128	302	0.4913	0.5855	0.4913	0.7009
No log	3.2340	304	0.4170	0.6253	0.4170	0.6457
No log	3.2553	306	0.4136	0.6516	0.4136	0.6431
No log	3.2766	308	0.4288	0.6377	0.4288	0.6548
No log	3.2979	310	0.4116	0.6393	0.4116	0.6415
No log	3.3191	312	0.3975	0.6431	0.3975	0.6304
No log	3.3404	314	0.3836	0.6374	0.3836	0.6194
No log	3.3617	316	0.3780	0.6054	0.3780	0.6148
No log	3.3830	318	0.3859	0.6112	0.3859	0.6212
No log	3.4043	320	0.3917	0.6432	0.3917	0.6259
No log	3.4255	322	0.4362	0.6366	0.4362	0.6605
No log	3.4468	324	0.4841	0.6413	0.4841	0.6958
No log	3.4681	326	0.5696	0.6362	0.5696	0.7547
No log	3.4894	328	0.5705	0.6437	0.5705	0.7553
No log	3.5106	330	0.4672	0.6389	0.4672	0.6835
No log	3.5319	332	0.5060	0.6238	0.5060	0.7114
No log	3.5532	334	0.5060	0.6309	0.5060	0.7113
No log	3.5745	336	0.4451	0.6464	0.4451	0.6672
No log	3.5957	338	0.4510	0.6004	0.4510	0.6716
No log	3.6170	340	0.5448	0.5961	0.5448	0.7381
No log	3.6383	342	0.5485	0.6042	0.5485	0.7406
No log	3.6596	344	0.4640	0.6181	0.4640	0.6812
No log	3.6809	346	0.4673	0.6347	0.4673	0.6836
No log	3.7021	348	0.5481	0.5861	0.5481	0.7404
No log	3.7234	350	0.4744	0.5933	0.4744	0.6888
No log	3.7447	352	0.4216	0.6250	0.4216	0.6493
No log	3.7660	354	0.5205	0.5946	0.5205	0.7215
No log	3.7872	356	0.5659	0.5698	0.5659	0.7523
No log	3.8085	358	0.5002	0.6163	0.5002	0.7072
No log	3.8298	360	0.4290	0.6535	0.4290	0.6550
No log	3.8511	362	0.4985	0.6278	0.4985	0.7060
No log	3.8723	364	0.6208	0.5551	0.6208	0.7879
No log	3.8936	366	0.7395	0.5576	0.7395	0.8599
No log	3.9149	368	0.6472	0.5726	0.6472	0.8045
No log	3.9362	370	0.4603	0.6324	0.4603	0.6785
No log	3.9574	372	0.4003	0.6393	0.4003	0.6327
No log	3.9787	374	0.4708	0.5541	0.4708	0.6861
No log	4.0	376	0.4931	0.5544	0.4931	0.7022
No log	4.0213	378	0.4257	0.5853	0.4257	0.6525
No log	4.0426	380	0.3829	0.6004	0.3829	0.6188
No log	4.0638	382	0.3824	0.6126	0.3824	0.6184
No log	4.0851	384	0.3992	0.6197	0.3992	0.6318
No log	4.1064	386	0.4563	0.6338	0.4563	0.6755
No log	4.1277	388	0.4529	0.6466	0.4529	0.6730
No log	4.1489	390	0.4009	0.6681	0.4009	0.6332
No log	4.1702	392	0.4008	0.6352	0.4008	0.6331
No log	4.1915	394	0.4109	0.6256	0.4109	0.6410
No log	4.2128	396	0.3896	0.6497	0.3896	0.6241
No log	4.2340	398	0.3933	0.6863	0.3933	0.6271
No log	4.2553	400	0.5320	0.6283	0.5320	0.7294
No log	4.2766	402	0.6561	0.5846	0.6561	0.8100
No log	4.2979	404	0.5775	0.6257	0.5775	0.7599
No log	4.3191	406	0.4400	0.7146	0.4400	0.6633
No log	4.3404	408	0.4408	0.6857	0.4408	0.6639
No log	4.3617	410	0.4154	0.6864	0.4154	0.6445
No log	4.3830	412	0.4949	0.6310	0.4949	0.7035
No log	4.4043	414	0.7489	0.5511	0.7489	0.8654
No log	4.4255	416	0.7973	0.5360	0.7973	0.8929
No log	4.4468	418	0.6206	0.5956	0.6206	0.7878
No log	4.4681	420	0.4791	0.6562	0.4791	0.6922
No log	4.4894	422	0.5261	0.5923	0.5261	0.7254
No log	4.5106	424	0.5060	0.5891	0.5060	0.7113
No log	4.5319	426	0.4146	0.6485	0.4146	0.6439
No log	4.5532	428	0.3773	0.6843	0.3773	0.6142
No log	4.5745	430	0.4260	0.6430	0.4260	0.6527
No log	4.5957	432	0.5088	0.5838	0.5088	0.7133
No log	4.6170	434	0.4983	0.5732	0.4983	0.7059
No log	4.6383	436	0.4090	0.6693	0.4090	0.6395
No log	4.6596	438	0.3783	0.6857	0.3783	0.6151
No log	4.6809	440	0.3869	0.6818	0.3869	0.6220
No log	4.7021	442	0.4071	0.6881	0.4071	0.6380
No log	4.7234	444	0.4277	0.6609	0.4277	0.6540
No log	4.7447	446	0.4636	0.6660	0.4636	0.6809
No log	4.7660	448	0.4533	0.6618	0.4533	0.6733
No log	4.7872	450	0.4360	0.6389	0.4360	0.6603
No log	4.8085	452	0.4480	0.6371	0.4480	0.6694
No log	4.8298	454	0.4296	0.6457	0.4296	0.6554
No log	4.8511	456	0.4323	0.6499	0.4323	0.6575
No log	4.8723	458	0.4242	0.6279	0.4242	0.6513
No log	4.8936	460	0.4348	0.6410	0.4348	0.6594
No log	4.9149	462	0.4626	0.6199	0.4626	0.6802
No log	4.9362	464	0.5208	0.6295	0.5208	0.7216
No log	4.9574	466	0.6202	0.5925	0.6202	0.7876
No log	4.9787	468	0.6188	0.5944	0.6188	0.7867
No log	5.0	470	0.5609	0.6335	0.5609	0.7490
No log	5.0213	472	0.5367	0.6156	0.5367	0.7326
No log	5.0426	474	0.4879	0.6300	0.4879	0.6985
No log	5.0638	476	0.4770	0.6108	0.4770	0.6906
No log	5.0851	478	0.5511	0.5472	0.5511	0.7423
No log	5.1064	480	0.5144	0.5631	0.5144	0.7172
No log	5.1277	482	0.4926	0.5777	0.4926	0.7018
No log	5.1489	484	0.4654	0.6055	0.4654	0.6822
No log	5.1702	486	0.4989	0.6308	0.4989	0.7063
No log	5.1915	488	0.4846	0.6603	0.4846	0.6961
No log	5.2128	490	0.4895	0.6474	0.4895	0.6996
No log	5.2340	492	0.4846	0.6516	0.4846	0.6962
No log	5.2553	494	0.4708	0.6424	0.4708	0.6862
No log	5.2766	496	0.4916	0.6528	0.4916	0.7012
No log	5.2979	498	0.6241	0.6029	0.6241	0.7900
0.4496	5.3191	500	0.5872	0.5743	0.5872	0.7663
0.4496	5.3404	502	0.5393	0.5832	0.5393	0.7344
0.4496	5.3617	504	0.4260	0.6080	0.4260	0.6527
0.4496	5.3830	506	0.3835	0.6046	0.3835	0.6192
0.4496	5.4043	508	0.3899	0.5877	0.3899	0.6244
0.4496	5.4255	510	0.4009	0.5825	0.4009	0.6332
0.4496	5.4468	512	0.4142	0.5734	0.4142	0.6436
0.4496	5.4681	514	0.4544	0.5920	0.4544	0.6741
0.4496	5.4894	516	0.4999	0.5985	0.4999	0.7071
0.4496	5.5106	518	0.4954	0.6285	0.4954	0.7039
0.4496	5.5319	520	0.4790	0.6561	0.4790	0.6921
0.4496	5.5532	522	0.4872	0.6583	0.4872	0.6980
0.4496	5.5745	524	0.5014	0.6423	0.5014	0.7081
0.4496	5.5957	526	0.5192	0.5959	0.5192	0.7206
0.4496	5.6170	528	0.5293	0.5831	0.5293	0.7276
0.4496	5.6383	530	0.4759	0.6206	0.4759	0.6898
0.4496	5.6596	532	0.4409	0.6550	0.4409	0.6640
0.4496	5.6809	534	0.4462	0.6588	0.4462	0.6679
0.4496	5.7021	536	0.4951	0.6415	0.4951	0.7036
0.4496	5.7234	538	0.5706	0.6376	0.5706	0.7554
0.4496	5.7447	540	0.6514	0.6188	0.6514	0.8071
0.4496	5.7660	542	0.6531	0.5887	0.6531	0.8082
0.4496	5.7872	544	0.5552	0.6041	0.5552	0.7451
0.4496	5.8085	546	0.4180	0.6662	0.4180	0.6465
0.4496	5.8298	548	0.4018	0.6753	0.4018	0.6339
0.4496	5.8511	550	0.4123	0.6614	0.4123	0.6421
0.4496	5.8723	552	0.4744	0.6326	0.4744	0.6888
0.4496	5.8936	554	0.6068	0.5927	0.6068	0.7790
0.4496	5.9149	556	0.6212	0.5967	0.6212	0.7881
0.4496	5.9362	558	0.5939	0.6098	0.5939	0.7706
0.4496	5.9574	560	0.5152	0.6233	0.5152	0.7177
0.4496	5.9787	562	0.4714	0.6349	0.4714	0.6866
0.4496	6.0	564	0.4978	0.6299	0.4978	0.7055
0.4496	6.0213	566	0.4656	0.6435	0.4656	0.6824
0.4496	6.0426	568	0.4661	0.6519	0.4661	0.6827
0.4496	6.0638	570	0.4546	0.6557	0.4546	0.6742
0.4496	6.0851	572	0.4461	0.6598	0.4461	0.6679
0.4496	6.1064	574	0.4796	0.6308	0.4796	0.6925
0.4496	6.1277	576	0.4689	0.6354	0.4689	0.6848
0.4496	6.1489	578	0.4939	0.6436	0.4939	0.7028
0.4496	6.1702	580	0.4499	0.6507	0.4499	0.6707
0.4496	6.1915	582	0.4300	0.6536	0.4300	0.6557
0.4496	6.2128	584	0.3944	0.6877	0.3944	0.6280
0.4496	6.2340	586	0.3901	0.6791	0.3901	0.6246
0.4496	6.2553	588	0.4976	0.6144	0.4976	0.7054
0.4496	6.2766	590	0.6267	0.6017	0.6267	0.7917
0.4496	6.2979	592	0.5363	0.6208	0.5363	0.7323
0.4496	6.3191	594	0.4252	0.6866	0.4252	0.6521
0.4496	6.3404	596	0.4394	0.6681	0.4394	0.6629
0.4496	6.3617	598	0.4905	0.6270	0.4905	0.7004
0.4496	6.3830	600	0.5297	0.6266	0.5296	0.7278
0.4496	6.4043	602	0.4974	0.6330	0.4974	0.7053
0.4496	6.4255	604	0.4519	0.6275	0.4519	0.6723
0.4496	6.4468	606	0.4510	0.6289	0.4510	0.6716
0.4496	6.4681	608	0.4285	0.6496	0.4285	0.6546
0.4496	6.4894	610	0.4168	0.6523	0.4168	0.6456
0.4496	6.5106	612	0.4510	0.6244	0.4510	0.6716
0.4496	6.5319	614	0.4720	0.6021	0.4720	0.6870
0.4496	6.5532	616	0.4537	0.6206	0.4537	0.6736
0.4496	6.5745	618	0.4471	0.6445	0.4471	0.6687
0.4496	6.5957	620	0.5157	0.6482	0.5157	0.7181
0.4496	6.6170	622	0.5235	0.6335	0.5235	0.7235
0.4496	6.6383	624	0.4825	0.6518	0.4825	0.6946
0.4496	6.6596	626	0.4861	0.6576	0.4861	0.6972
0.4496	6.6809	628	0.4516	0.6354	0.4516	0.6720
0.4496	6.7021	630	0.4609	0.6512	0.4609	0.6789
0.4496	6.7234	632	0.4546	0.6317	0.4546	0.6742
0.4496	6.7447	634	0.4149	0.6286	0.4149	0.6442
0.4496	6.7660	636	0.4084	0.6253	0.4084	0.6391
0.4496	6.7872	638	0.4146	0.6483	0.4146	0.6439
0.4496	6.8085	640	0.4518	0.6408	0.4518	0.6722
0.4496	6.8298	642	0.5205	0.6292	0.5205	0.7215
0.4496	6.8511	644	0.4692	0.6526	0.4692	0.6850
0.4496	6.8723	646	0.4031	0.6523	0.4031	0.6349
0.4496	6.8936	648	0.3874	0.6689	0.3874	0.6224
0.4496	6.9149	650	0.4121	0.6017	0.4121	0.6419
0.4496	6.9362	652	0.4750	0.6229	0.4750	0.6892
0.4496	6.9574	654	0.4514	0.6061	0.4514	0.6719
0.4496	6.9787	656	0.4242	0.6298	0.4242	0.6513
0.4496	7.0	658	0.4466	0.6210	0.4466	0.6683
0.4496	7.0213	660	0.4667	0.6313	0.4667	0.6832
0.4496	7.0426	662	0.5223	0.6087	0.5223	0.7227
0.4496	7.0638	664	0.6603	0.6163	0.6603	0.8126
0.4496	7.0851	666	0.6530	0.6305	0.6530	0.8081
0.4496	7.1064	668	0.5340	0.6192	0.5340	0.7307
0.4496	7.1277	670	0.4415	0.6839	0.4415	0.6644
0.4496	7.1489	672	0.4200	0.6905	0.4200	0.6481
0.4496	7.1702	674	0.4421	0.6578	0.4421	0.6649
0.4496	7.1915	676	0.5494	0.5683	0.5494	0.7412
0.4496	7.2128	678	0.5446	0.5867	0.5446	0.7380
0.4496	7.2340	680	0.4358	0.6703	0.4358	0.6602
0.4496	7.2553	682	0.4201	0.6509	0.4201	0.6482
0.4496	7.2766	684	0.4285	0.6259	0.4285	0.6546
0.4496	7.2979	686	0.4345	0.6260	0.4345	0.6591
0.4496	7.3191	688	0.4045	0.6403	0.4045	0.6360
0.4496	7.3404	690	0.4341	0.6524	0.4341	0.6589
0.4496	7.3617	692	0.5075	0.6128	0.5075	0.7124
0.4496	7.3830	694	0.5076	0.6180	0.5076	0.7125
0.4496	7.4043	696	0.4359	0.6702	0.4359	0.6602
0.4496	7.4255	698	0.4134	0.6485	0.4134	0.6430
0.4496	7.4468	700	0.4209	0.6281	0.4209	0.6488
0.4496	7.4681	702	0.4090	0.6359	0.4090	0.6395
0.4496	7.4894	704	0.3933	0.6655	0.3933	0.6271
0.4496	7.5106	706	0.3975	0.6660	0.3975	0.6305
0.4496	7.5319	708	0.4309	0.6150	0.4309	0.6564
0.4496	7.5532	710	0.4379	0.6316	0.4379	0.6618
0.4496	7.5745	712	0.4253	0.6533	0.4253	0.6522
0.4496	7.5957	714	0.4045	0.6489	0.4045	0.6360
0.4496	7.6170	716	0.4188	0.6496	0.4188	0.6471
0.4496	7.6383	718	0.4434	0.6898	0.4434	0.6659
0.4496	7.6596	720	0.5914	0.6380	0.5914	0.7690
0.4496	7.6809	722	0.7124	0.6236	0.7124	0.8441
0.4496	7.7021	724	0.6591	0.6263	0.6591	0.8118
0.4496	7.7234	726	0.4952	0.6329	0.4952	0.7037
0.4496	7.7447	728	0.4242	0.5949	0.4242	0.6513
0.4496	7.7660	730	0.4311	0.6214	0.4311	0.6566
0.4496	7.7872	732	0.4036	0.6648	0.4036	0.6353
0.4496	7.8085	734	0.3999	0.6285	0.3999	0.6324
0.4496	7.8298	736	0.4265	0.6217	0.4265	0.6530
0.4496	7.8511	738	0.4348	0.6043	0.4348	0.6594
0.4496	7.8723	740	0.4174	0.6387	0.4174	0.6460
0.4496	7.8936	742	0.4124	0.6495	0.4124	0.6422
0.4496	7.9149	744	0.4260	0.6401	0.4260	0.6527
0.4496	7.9362	746	0.4204	0.6494	0.4204	0.6484
0.4496	7.9574	748	0.4104	0.6561	0.4104	0.6406
0.4496	7.9787	750	0.4081	0.6793	0.4081	0.6388
0.4496	8.0	752	0.4028	0.6909	0.4028	0.6347
0.4496	8.0213	754	0.4164	0.6429	0.4164	0.6453
0.4496	8.0426	756	0.5037	0.6573	0.5037	0.7097
0.4496	8.0638	758	0.4594	0.6714	0.4594	0.6778
0.4496	8.0851	760	0.3953	0.6616	0.3953	0.6287
0.4496	8.1064	762	0.3667	0.6508	0.3667	0.6056
0.4496	8.1277	764	0.3805	0.6611	0.3805	0.6169
0.4496	8.1489	766	0.4214	0.6437	0.4214	0.6491
0.4496	8.1702	768	0.4027	0.6581	0.4027	0.6345
0.4496	8.1915	770	0.4150	0.6681	0.4150	0.6442
0.4496	8.2128	772	0.5013	0.6529	0.5013	0.7080
0.4496	8.2340	774	0.6201	0.6432	0.6201	0.7875
0.4496	8.2553	776	0.6232	0.6365	0.6232	0.7895
0.4496	8.2766	778	0.4788	0.6678	0.4788	0.6920
0.4496	8.2979	780	0.4457	0.6858	0.4457	0.6676
0.4496	8.3191	782	0.4256	0.6810	0.4256	0.6524
0.4496	8.3404	784	0.4598	0.6290	0.4598	0.6781
0.4496	8.3617	786	0.4462	0.6217	0.4462	0.6680
0.4496	8.3830	788	0.4227	0.6349	0.4227	0.6502
0.4496	8.4043	790	0.4826	0.5909	0.4826	0.6947
0.4496	8.4255	792	0.4626	0.6410	0.4626	0.6801
0.4496	8.4468	794	0.4514	0.6630	0.4514	0.6719
0.4496	8.4681	796	0.4178	0.6882	0.4178	0.6464
0.4496	8.4894	798	0.4360	0.6656	0.4360	0.6603
0.4496	8.5106	800	0.4491	0.6771	0.4491	0.6701
0.4496	8.5319	802	0.5160	0.6341	0.5160	0.7183
0.4496	8.5532	804	0.5248	0.6486	0.5248	0.7244
0.4496	8.5745	806	0.4292	0.6654	0.4292	0.6552
0.4496	8.5957	808	0.4110	0.6849	0.4110	0.6411
0.4496	8.6170	810	0.4207	0.6799	0.4207	0.6486
0.4496	8.6383	812	0.3970	0.6980	0.3970	0.6301
0.4496	8.6596	814	0.4106	0.6940	0.4106	0.6408
0.4496	8.6809	816	0.4901	0.6380	0.4901	0.7001
0.4496	8.7021	818	0.5240	0.6205	0.5240	0.7239
0.4496	8.7234	820	0.5455	0.6316	0.5455	0.7386
0.4496	8.7447	822	0.5017	0.6217	0.5017	0.7083
0.4496	8.7660	824	0.4812	0.6517	0.4812	0.6937
0.4496	8.7872	826	0.4633	0.6543	0.4633	0.6807
0.4496	8.8085	828	0.4867	0.6318	0.4867	0.6976
0.4496	8.8298	830	0.4705	0.6198	0.4705	0.6860
0.4496	8.8511	832	0.4093	0.6591	0.4093	0.6398
0.4496	8.8723	834	0.3970	0.6854	0.3970	0.6301
0.4496	8.8936	836	0.4266	0.6465	0.4266	0.6532
0.4496	8.9149	838	0.5112	0.6117	0.5112	0.7150
0.4496	8.9362	840	0.5111	0.5993	0.5111	0.7149
0.4496	8.9574	842	0.4755	0.6397	0.4755	0.6896
0.4496	8.9787	844	0.4066	0.6913	0.4066	0.6376
0.4496	9.0	846	0.4049	0.6868	0.4049	0.6363
0.4496	9.0213	848	0.4200	0.6801	0.4200	0.6481
0.4496	9.0426	850	0.4916	0.6405	0.4916	0.7011
0.4496	9.0638	852	0.6194	0.6014	0.6194	0.7870
0.4496	9.0851	854	0.6067	0.6052	0.6067	0.7789
0.4496	9.1064	856	0.4698	0.6358	0.4698	0.6854
0.4496	9.1277	858	0.3869	0.6875	0.3869	0.6220
0.4496	9.1489	860	0.3750	0.6912	0.3750	0.6123
0.4496	9.1702	862	0.3779	0.7090	0.3779	0.6147
0.4496	9.1915	864	0.4281	0.6643	0.4281	0.6543
0.4496	9.2128	866	0.5236	0.6173	0.5236	0.7236
0.4496	9.2340	868	0.5344	0.6121	0.5344	0.7310
0.4496	9.2553	870	0.4388	0.6591	0.4388	0.6625
0.4496	9.2766	872	0.3847	0.6925	0.3847	0.6203
0.4496	9.2979	874	0.3989	0.6505	0.3989	0.6316
0.4496	9.3191	876	0.4008	0.6440	0.4008	0.6331
0.4496	9.3404	878	0.3804	0.7021	0.3804	0.6168
0.4496	9.3617	880	0.4514	0.6479	0.4514	0.6719
0.4496	9.3830	882	0.4776	0.6435	0.4776	0.6911
0.4496	9.4043	884	0.4588	0.6576	0.4588	0.6774
0.4496	9.4255	886	0.4181	0.6855	0.4181	0.6466
0.4496	9.4468	888	0.4326	0.6817	0.4326	0.6577
0.4496	9.4681	890	0.5014	0.6242	0.5014	0.7081
0.4496	9.4894	892	0.4822	0.6253	0.4822	0.6944
0.4496	9.5106	894	0.4400	0.6773	0.4400	0.6633
0.4496	9.5319	896	0.4203	0.6701	0.4203	0.6483
0.4496	9.5532	898	0.4187	0.6918	0.4187	0.6471
0.4496	9.5745	900	0.4021	0.7054	0.4021	0.6341
0.4496	9.5957	902	0.4315	0.6799	0.4315	0.6569
0.4496	9.6170	904	0.5663	0.6237	0.5663	0.7525
0.4496	9.6383	906	0.5785	0.6200	0.5785	0.7606
0.4496	9.6596	908	0.5697	0.6226	0.5697	0.7548
0.4496	9.6809	910	0.4269	0.6614	0.4269	0.6534
0.4496	9.7021	912	0.3701	0.6921	0.3701	0.6084
0.4496	9.7234	914	0.3765	0.6563	0.3765	0.6136
0.4496	9.7447	916	0.3738	0.6815	0.3738	0.6114
0.4496	9.7660	918	0.4650	0.6361	0.4650	0.6819
0.4496	9.7872	920	0.5035	0.6222	0.5035	0.7096
0.4496	9.8085	922	0.4744	0.6546	0.4744	0.6887
0.4496	9.8298	924	0.4235	0.6756	0.4235	0.6507
0.4496	9.8511	926	0.4187	0.6609	0.4187	0.6471
0.4496	9.8723	928	0.4228	0.6620	0.4228	0.6502
0.4496	9.8936	930	0.4458	0.6709	0.4458	0.6677
0.4496	9.9149	932	0.5077	0.6574	0.5077	0.7125
0.4496	9.9362	934	0.5256	0.6600	0.5256	0.7250
0.4496	9.9574	936	0.4804	0.6584	0.4804	0.6931
0.4496	9.9787	938	0.4134	0.7018	0.4134	0.6430
0.4496	10.0	940	0.3965	0.7084	0.3965	0.6297
0.4496	10.0213	942	0.3921	0.6887	0.3921	0.6262
0.4496	10.0426	944	0.3979	0.6907	0.3979	0.6308
0.4496	10.0638	946	0.4288	0.7131	0.4288	0.6548
0.4496	10.0851	948	0.4147	0.7061	0.4147	0.6440
0.4496	10.1064	950	0.4169	0.7161	0.4169	0.6457
0.4496	10.1277	952	0.3952	0.7204	0.3952	0.6286
0.4496	10.1489	954	0.3930	0.7309	0.3930	0.6269
0.4496	10.1702	956	0.4036	0.6904	0.4036	0.6353
0.4496	10.1915	958	0.4426	0.6610	0.4426	0.6653
0.4496	10.2128	960	0.4597	0.6760	0.4597	0.6780
0.4496	10.2340	962	0.4433	0.6986	0.4433	0.6658
0.4496	10.2553	964	0.4132	0.6943	0.4132	0.6428
0.4496	10.2766	966	0.4169	0.6871	0.4169	0.6457
0.4496	10.2979	968	0.4368	0.6904	0.4368	0.6609
0.4496	10.3191	970	0.4981	0.6401	0.4981	0.7058
0.4496	10.3404	972	0.5887	0.6314	0.5887	0.7673
0.4496	10.3617	974	0.5245	0.6458	0.5245	0.7242
0.4496	10.3830	976	0.4619	0.6715	0.4619	0.6796
0.4496	10.4043	978	0.4505	0.6681	0.4505	0.6712
0.4496	10.4255	980	0.4753	0.6565	0.4753	0.6894
0.4496	10.4468	982	0.5236	0.6361	0.5236	0.7236
0.4496	10.4681	984	0.5059	0.6485	0.5059	0.7113
0.4496	10.4894	986	0.4110	0.6658	0.4110	0.6411
0.4496	10.5106	988	0.3817	0.7007	0.3817	0.6179
0.4496	10.5319	990	0.3872	0.7084	0.3872	0.6223
0.4496	10.5532	992	0.4172	0.6776	0.4172	0.6459
0.4496	10.5745	994	0.3840	0.7013	0.3840	0.6197
0.4496	10.5957	996	0.3815	0.6969	0.3815	0.6177
0.4496	10.6170	998	0.3970	0.6869	0.3970	0.6300
0.1324	10.6383	1000	0.3803	0.7089	0.3803	0.6167
0.1324	10.6596	1002	0.3908	0.7100	0.3908	0.6251
0.1324	10.6809	1004	0.4128	0.6978	0.4128	0.6425
0.1324	10.7021	1006	0.4145	0.7125	0.4145	0.6438
0.1324	10.7234	1008	0.4249	0.6913	0.4249	0.6518
0.1324	10.7447	1010	0.4436	0.6667	0.4436	0.6660
0.1324	10.7660	1012	0.3982	0.7135	0.3982	0.6310
0.1324	10.7872	1014	0.3592	0.7093	0.3592	0.5994
0.1324	10.8085	1016	0.3515	0.7122	0.3515	0.5929
0.1324	10.8298	1018	0.3796	0.6973	0.3796	0.6161
0.1324	10.8511	1020	0.5113	0.5855	0.5113	0.7151
0.1324	10.8723	1022	0.5719	0.5697	0.5719	0.7563
0.1324	10.8936	1024	0.4621	0.6467	0.4621	0.6798
0.1324	10.9149	1026	0.3684	0.7093	0.3684	0.6070
0.1324	10.9362	1028	0.3844	0.7197	0.3844	0.6200
0.1324	10.9574	1030	0.4956	0.6471	0.4956	0.7040
0.1324	10.9787	1032	0.6518	0.6388	0.6518	0.8073
0.1324	11.0	1034	0.6224	0.6356	0.6224	0.7889
0.1324	11.0213	1036	0.4915	0.6543	0.4915	0.7011
0.1324	11.0426	1038	0.4187	0.6872	0.4187	0.6471

Framework versions

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