ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k19_task3_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: 0.4559
• Qwk: 0.5152
• Mse: 0.4559
• Rmse: 0.6752

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	0.0182	2	3.6995	-0.0078	3.6995	1.9234
No log	0.0364	4	2.1433	-0.0267	2.1433	1.4640
No log	0.0545	6	1.3684	0.0210	1.3684	1.1698
No log	0.0727	8	1.9718	0.0160	1.9718	1.4042
No log	0.0909	10	2.0027	0.0545	2.0027	1.4152
No log	0.1091	12	1.3000	0.0255	1.3000	1.1402
No log	0.1273	14	0.9381	0.0255	0.9381	0.9685
No log	0.1455	16	0.7761	0.1111	0.7761	0.8810
No log	0.1636	18	0.8007	0.1220	0.8007	0.8948
No log	0.1818	20	1.0027	0.0345	1.0027	1.0014
No log	0.2	22	1.5376	0.0490	1.5376	1.2400
No log	0.2182	24	1.4469	0.0255	1.4469	1.2029
No log	0.2364	26	0.8954	0.1059	0.8954	0.9463
No log	0.2545	28	0.7191	0.2877	0.7191	0.8480
No log	0.2727	30	0.6995	0.2676	0.6995	0.8364
No log	0.2909	32	1.0697	0.1278	1.0697	1.0343
No log	0.3091	34	1.7493	0.0707	1.7493	1.3226
No log	0.3273	36	1.3559	0.0	1.3559	1.1644
No log	0.3455	38	0.8973	0.0345	0.8973	0.9472
No log	0.3636	40	0.6495	0.2381	0.6495	0.8059
No log	0.3818	42	0.6086	0.2653	0.6086	0.7801
No log	0.4	44	0.6862	0.2963	0.6862	0.8284
No log	0.4182	46	0.9404	0.1795	0.9404	0.9697
No log	0.4364	48	0.8949	0.1930	0.8949	0.9460
No log	0.4545	50	0.7499	0.1619	0.7499	0.8660
No log	0.4727	52	0.5374	0.3086	0.5374	0.7331
No log	0.4909	54	0.6360	0.1746	0.6360	0.7975
No log	0.5091	56	1.8300	0.1421	1.8300	1.3528
No log	0.5273	58	2.2824	0.0195	2.2824	1.5108
No log	0.5455	60	1.0849	0.0894	1.0849	1.0416
No log	0.5636	62	0.9350	0.1169	0.9350	0.9670
No log	0.5818	64	1.1669	0.0745	1.1669	1.0802
No log	0.6	66	1.0688	0.0476	1.0688	1.0338
No log	0.6182	68	0.7369	0.125	0.7369	0.8584
No log	0.6364	70	0.6277	0.0909	0.6277	0.7923
No log	0.6545	72	0.6202	0.0909	0.6202	0.7875
No log	0.6727	74	0.6958	0.1590	0.6958	0.8341
No log	0.6909	76	1.0040	0.0698	1.0040	1.0020
No log	0.7091	78	1.2276	0.0698	1.2276	1.1080
No log	0.7273	80	0.9431	0.0698	0.9431	0.9712
No log	0.7455	82	0.6934	0.0833	0.6934	0.8327
No log	0.7636	84	0.6474	0.1206	0.6474	0.8046
No log	0.7818	86	0.6292	0.0815	0.6292	0.7932
No log	0.8	88	0.6312	0.0071	0.6312	0.7945
No log	0.8182	90	0.6335	0.0556	0.6335	0.7960
No log	0.8364	92	0.8906	0.1150	0.8906	0.9437
No log	0.8545	94	1.0951	0.2059	1.0951	1.0465
No log	0.8727	96	0.6611	-0.0769	0.6611	0.8131
No log	0.8909	98	0.6371	0.0556	0.6371	0.7982
No log	0.9091	100	0.6651	0.0	0.6651	0.8156
No log	0.9273	102	1.7243	0.0533	1.7243	1.3131
No log	0.9455	104	2.1482	0.0813	2.1482	1.4657
No log	0.9636	106	1.7103	0.0	1.7103	1.3078
No log	0.9818	108	1.1330	0.0	1.1330	1.0644
No log	1.0	110	0.7209	0.2762	0.7209	0.8490
No log	1.0182	112	0.6382	0.2184	0.6382	0.7989
No log	1.0364	114	0.6342	0.1905	0.6342	0.7963
No log	1.0545	116	0.6540	0.1556	0.6540	0.8087
No log	1.0727	118	0.7548	0.1549	0.7548	0.8688
No log	1.0909	120	0.9920	0.1276	0.9920	0.9960
No log	1.1091	122	1.0182	0.1055	1.0182	1.0091
No log	1.1273	124	0.9042	0.1289	0.9042	0.9509
No log	1.1455	126	0.7367	0.1919	0.7367	0.8583
No log	1.1636	128	0.5812	0.3882	0.5812	0.7623
No log	1.1818	130	0.6108	0.2967	0.6108	0.7816
No log	1.2	132	0.7027	0.3561	0.7027	0.8383
No log	1.2182	134	0.7426	0.2709	0.7426	0.8617
No log	1.2364	136	0.7021	0.2965	0.7021	0.8379
No log	1.2545	138	0.7453	0.2075	0.7453	0.8633
No log	1.2727	140	0.6723	0.2653	0.6723	0.8199
No log	1.2909	142	0.7357	0.2442	0.7357	0.8577
No log	1.3091	144	0.6683	0.2323	0.6683	0.8175
No log	1.3273	146	0.7113	0.2000	0.7113	0.8434
No log	1.3455	148	0.6515	0.1848	0.6515	0.8072
No log	1.3636	150	0.7611	0.1730	0.7611	0.8724
No log	1.3818	152	1.0953	0.2000	1.0953	1.0466
No log	1.4	154	0.7915	0.1873	0.7915	0.8897
No log	1.4182	156	0.5524	0.4924	0.5524	0.7432
No log	1.4364	158	0.7644	0.2364	0.7644	0.8743
No log	1.4545	160	0.6036	0.3892	0.6036	0.7769
No log	1.4727	162	0.5988	0.2661	0.5988	0.7738
No log	1.4909	164	0.6835	0.2863	0.6835	0.8267
No log	1.5091	166	0.5248	0.5516	0.5248	0.7244
No log	1.5273	168	0.7124	0.3886	0.7124	0.8440
No log	1.5455	170	0.7760	0.3083	0.7760	0.8809
No log	1.5636	172	0.8031	0.3115	0.8031	0.8961
No log	1.5818	174	0.5519	0.4400	0.5519	0.7429
No log	1.6	176	0.9743	0.2230	0.9743	0.9870
No log	1.6182	178	0.9269	0.2243	0.9269	0.9628
No log	1.6364	180	0.5600	0.3439	0.5600	0.7484
No log	1.6545	182	0.6681	0.25	0.6681	0.8174
No log	1.6727	184	0.7091	0.2077	0.7091	0.8421
No log	1.6909	186	0.5273	0.3171	0.5273	0.7262
No log	1.7091	188	0.7989	0.2000	0.7989	0.8938
No log	1.7273	190	1.0166	0.1698	1.0166	1.0083
No log	1.7455	192	0.8503	0.2000	0.8503	0.9221
No log	1.7636	194	0.5951	0.2707	0.5951	0.7714
No log	1.7818	196	0.7417	0.2787	0.7417	0.8612
No log	1.8	198	0.6521	0.2340	0.6521	0.8075
No log	1.8182	200	0.6451	0.1648	0.6451	0.8032
No log	1.8364	202	0.8108	0.2900	0.8108	0.9005
No log	1.8545	204	0.8587	0.2195	0.8587	0.9267
No log	1.8727	206	0.7477	0.2523	0.7477	0.8647
No log	1.8909	208	0.6449	0.2421	0.6449	0.8030
No log	1.9091	210	0.6834	0.3641	0.6834	0.8267
No log	1.9273	212	0.5839	0.3035	0.5839	0.7641
No log	1.9455	214	0.5515	0.4112	0.5515	0.7426
No log	1.9636	216	0.5419	0.3878	0.5419	0.7362
No log	1.9818	218	0.7387	0.2637	0.7387	0.8595
No log	2.0	220	0.6959	0.2410	0.6959	0.8342
No log	2.0182	222	0.5107	0.4222	0.5107	0.7146
No log	2.0364	224	0.6809	0.1919	0.6809	0.8252
No log	2.0545	226	1.0425	0.1942	1.0425	1.0210
No log	2.0727	228	0.6717	0.2821	0.6717	0.8196
No log	2.0909	230	0.4980	0.3684	0.4980	0.7057
No log	2.1091	232	0.5658	0.3684	0.5658	0.7522
No log	2.1273	234	0.4365	0.4639	0.4365	0.6607
No log	2.1455	236	0.8056	0.2511	0.8056	0.8975
No log	2.1636	238	0.8298	0.2542	0.8298	0.9109
No log	2.1818	240	0.6040	0.3898	0.6040	0.7772
No log	2.2	242	0.4711	0.2771	0.4711	0.6864
No log	2.2182	244	0.5249	0.3191	0.5249	0.7245
No log	2.2364	246	0.5256	0.2457	0.5256	0.7250
No log	2.2545	248	0.4989	0.2883	0.4989	0.7063
No log	2.2727	250	0.5407	0.3882	0.5407	0.7353
No log	2.2909	252	0.5855	0.2787	0.5855	0.7652
No log	2.3091	254	0.4980	0.2970	0.4980	0.7057
No log	2.3273	256	0.5194	0.4346	0.5194	0.7207
No log	2.3455	258	0.5143	0.4694	0.5143	0.7172
No log	2.3636	260	0.5307	0.4171	0.5307	0.7285
No log	2.3818	262	0.6579	0.3067	0.6579	0.8111
No log	2.4	264	0.5614	0.4171	0.5614	0.7493
No log	2.4182	266	0.5430	0.5423	0.5430	0.7369
No log	2.4364	268	0.5329	0.4951	0.5329	0.7300
No log	2.4545	270	0.5461	0.4118	0.5461	0.7390
No log	2.4727	272	0.6477	0.2965	0.6477	0.8048
No log	2.4909	274	0.5431	0.4396	0.5431	0.7370
No log	2.5091	276	0.6048	0.3297	0.6048	0.7777
No log	2.5273	278	0.5725	0.4033	0.5725	0.7566
No log	2.5455	280	0.5633	0.4340	0.5633	0.7506
No log	2.5636	282	0.8333	0.2239	0.8333	0.9128
No log	2.5818	284	0.7490	0.2618	0.7490	0.8655
No log	2.6	286	0.5552	0.4340	0.5552	0.7451
No log	2.6182	288	0.6488	0.2653	0.6488	0.8055
No log	2.6364	290	0.9723	0.1628	0.9723	0.9860
No log	2.6545	292	0.8147	0.1504	0.8147	0.9026
No log	2.6727	294	0.5305	0.3182	0.5305	0.7284
No log	2.6909	296	0.5610	0.3535	0.5610	0.7490
No log	2.7091	298	0.5468	0.3878	0.5468	0.7394
No log	2.7273	300	0.5150	0.3216	0.5150	0.7176
No log	2.7455	302	0.5310	0.3333	0.5310	0.7287
No log	2.7636	304	0.4844	0.3913	0.4844	0.6960
No log	2.7818	306	0.4784	0.5080	0.4784	0.6916
No log	2.8	308	0.4495	0.3862	0.4495	0.6704
No log	2.8182	310	0.4454	0.4171	0.4454	0.6674
No log	2.8364	312	0.4250	0.4518	0.4250	0.6519
No log	2.8545	314	0.4090	0.4468	0.4090	0.6395
No log	2.8727	316	0.4466	0.3990	0.4466	0.6682
No log	2.8909	318	0.5666	0.4396	0.5666	0.7527
No log	2.9091	320	0.4351	0.3939	0.4351	0.6596
No log	2.9273	322	0.5042	0.3990	0.5042	0.7101
No log	2.9455	324	0.6699	0.4093	0.6699	0.8185
No log	2.9636	326	0.4791	0.3990	0.4791	0.6922
No log	2.9818	328	0.4179	0.3927	0.4179	0.6464
No log	3.0	330	0.5164	0.4167	0.5164	0.7186
No log	3.0182	332	0.4949	0.3641	0.4949	0.7035
No log	3.0364	334	0.4381	0.4350	0.4381	0.6619
No log	3.0545	336	0.6735	0.2676	0.6735	0.8207
No log	3.0727	338	0.6584	0.2850	0.6584	0.8114
No log	3.0909	340	0.4493	0.4545	0.4493	0.6703
No log	3.1091	342	0.4876	0.4167	0.4876	0.6983
No log	3.1273	344	0.5244	0.3862	0.5244	0.7242
No log	3.1455	346	0.4353	0.2393	0.4353	0.6598
No log	3.1636	348	0.4845	0.4023	0.4845	0.6960
No log	3.1818	350	0.8368	0.2960	0.8368	0.9148
No log	3.2	352	0.8512	0.2960	0.8512	0.9226
No log	3.2182	354	0.6255	0.3433	0.6255	0.7909
No log	3.2364	356	0.4380	0.3711	0.4380	0.6618
No log	3.2545	358	0.4396	0.4065	0.4396	0.6630
No log	3.2727	360	0.4927	0.3563	0.4927	0.7019
No log	3.2909	362	0.5223	0.3520	0.5223	0.7227
No log	3.3091	364	0.4564	0.3829	0.4564	0.6756
No log	3.3273	366	0.4400	0.5337	0.4400	0.6633
No log	3.3455	368	0.5340	0.3446	0.5340	0.7307
No log	3.3636	370	0.5767	0.2990	0.5767	0.7594
No log	3.3818	372	0.5237	0.4225	0.5237	0.7237
No log	3.4	374	0.4996	0.4709	0.4996	0.7068
No log	3.4182	376	0.4806	0.5102	0.4806	0.6933
No log	3.4364	378	0.5004	0.5052	0.5004	0.7074
No log	3.4545	380	0.4687	0.4343	0.4687	0.6846
No log	3.4727	382	0.4797	0.3508	0.4797	0.6926
No log	3.4909	384	0.4506	0.4350	0.4506	0.6712
No log	3.5091	386	0.4915	0.4286	0.4915	0.7011
No log	3.5273	388	0.7112	0.1925	0.7112	0.8434
No log	3.5455	390	0.7197	0.1925	0.7197	0.8483
No log	3.5636	392	0.5140	0.4162	0.5140	0.7169
No log	3.5818	394	0.4615	0.3295	0.4615	0.6793
No log	3.6	396	0.5135	0.3730	0.5135	0.7166
No log	3.6182	398	0.4745	0.3191	0.4745	0.6888
No log	3.6364	400	0.5190	0.4917	0.5190	0.7204
No log	3.6545	402	0.6807	0.2077	0.6807	0.8250
No log	3.6727	404	0.6240	0.2917	0.6240	0.7900
No log	3.6909	406	0.4700	0.3865	0.4700	0.6856
No log	3.7091	408	0.5608	0.3369	0.5608	0.7488
No log	3.7273	410	0.6505	0.2746	0.6505	0.8065
No log	3.7455	412	0.5318	0.3369	0.5318	0.7292
No log	3.7636	414	0.4981	0.4286	0.4981	0.7058
No log	3.7818	416	0.8470	0.2000	0.8470	0.9203
No log	3.8	418	0.9573	0.1405	0.9573	0.9784
No log	3.8182	420	0.7489	0.2300	0.7489	0.8654
No log	3.8364	422	0.5474	0.3846	0.5474	0.7399
No log	3.8545	424	0.4694	0.3708	0.4694	0.6852
No log	3.8727	426	0.5364	0.2727	0.5364	0.7324
No log	3.8909	428	0.5256	0.3520	0.5256	0.7250
No log	3.9091	430	0.4539	0.3253	0.4539	0.6737
No log	3.9273	432	0.5531	0.3118	0.5531	0.7437
No log	3.9455	434	0.7011	0.2676	0.7011	0.8373
No log	3.9636	436	0.6729	0.3143	0.6729	0.8203
No log	3.9818	438	0.5209	0.4725	0.5209	0.7217
No log	4.0	440	0.4727	0.3402	0.4727	0.6875
No log	4.0182	442	0.6190	0.3769	0.6190	0.7868
No log	4.0364	444	0.7002	0.2372	0.7002	0.8368
No log	4.0545	446	0.5710	0.4167	0.5710	0.7556
No log	4.0727	448	0.4651	0.4098	0.4651	0.6820
No log	4.0909	450	0.6451	0.3116	0.6451	0.8032
No log	4.1091	452	0.7204	0.2696	0.7204	0.8487
No log	4.1273	454	0.5435	0.5027	0.5435	0.7372
No log	4.1455	456	0.4525	0.3862	0.4525	0.6727
No log	4.1636	458	0.5086	0.3797	0.5086	0.7132
No log	4.1818	460	0.4995	0.3797	0.4995	0.7067
No log	4.2	462	0.4401	0.3684	0.4401	0.6634
No log	4.2182	464	0.4788	0.3810	0.4788	0.6919
No log	4.2364	466	0.5901	0.2549	0.5901	0.7682
No log	4.2545	468	0.6621	0.2762	0.6621	0.8137
No log	4.2727	470	0.5660	0.3231	0.5660	0.7523
No log	4.2909	472	0.4591	0.3580	0.4591	0.6776
No log	4.3091	474	0.4374	0.4146	0.4374	0.6614
No log	4.3273	476	0.4378	0.4012	0.4378	0.6617
No log	4.3455	478	0.4387	0.5359	0.4387	0.6623
No log	4.3636	480	0.4248	0.4536	0.4248	0.6517
No log	4.3818	482	0.4281	0.4222	0.4281	0.6543
No log	4.4	484	0.4483	0.5821	0.4483	0.6696
No log	4.4182	486	0.4555	0.5294	0.4555	0.6749
No log	4.4364	488	0.4419	0.3846	0.4419	0.6648
No log	4.4545	490	0.4449	0.3520	0.4449	0.6670
No log	4.4727	492	0.4450	0.3520	0.4450	0.6671
No log	4.4909	494	0.4495	0.3520	0.4495	0.6704
No log	4.5091	496	0.4556	0.3846	0.4556	0.6750
No log	4.5273	498	0.4583	0.3478	0.4583	0.6770
0.4595	4.5455	500	0.4633	0.4043	0.4633	0.6807
0.4595	4.5636	502	0.4798	0.2626	0.4798	0.6927
0.4595	4.5818	504	0.4982	0.4409	0.4982	0.7058
0.4595	4.6	506	0.4733	0.4286	0.4733	0.6879
0.4595	4.6182	508	0.4727	0.3814	0.4727	0.6876
0.4595	4.6364	510	0.4920	0.4286	0.4920	0.7014
0.4595	4.6545	512	0.4687	0.3990	0.4687	0.6846
0.4595	4.6727	514	0.4464	0.2704	0.4464	0.6682
0.4595	4.6909	516	0.4432	0.3208	0.4432	0.6657
0.4595	4.7091	518	0.4468	0.3548	0.4468	0.6685
0.4595	4.7273	520	0.4405	0.3377	0.4405	0.6637
0.4595	4.7455	522	0.4580	0.2704	0.4580	0.6767
0.4595	4.7636	524	0.5200	0.3563	0.5200	0.7211
0.4595	4.7818	526	0.5336	0.3333	0.5336	0.7305
0.4595	4.8	528	0.4740	0.4286	0.4740	0.6885
0.4595	4.8182	530	0.4321	0.2970	0.4321	0.6573
0.4595	4.8364	532	0.4324	0.2970	0.4324	0.6576
0.4595	4.8545	534	0.4502	0.4743	0.4502	0.6710
0.4595	4.8727	536	0.4547	0.4743	0.4547	0.6743
0.4595	4.8909	538	0.4640	0.5056	0.4640	0.6812
0.4595	4.9091	540	0.4468	0.3216	0.4468	0.6684
0.4595	4.9273	542	0.4408	0.3488	0.4408	0.6639
0.4595	4.9455	544	0.4415	0.3488	0.4415	0.6645
0.4595	4.9636	546	0.4766	0.4652	0.4766	0.6904
0.4595	4.9818	548	0.5557	0.3706	0.5557	0.7454
0.4595	5.0	550	0.6973	0.3524	0.6973	0.8350
0.4595	5.0182	552	0.6557	0.3333	0.6557	0.8098
0.4595	5.0364	554	0.5301	0.4043	0.5301	0.7281
0.4595	5.0545	556	0.4437	0.3636	0.4437	0.6661
0.4595	5.0727	558	0.4813	0.4051	0.4813	0.6937
0.4595	5.0909	560	0.5451	0.3439	0.5451	0.7383
0.4595	5.1091	562	0.5004	0.4051	0.5004	0.7074
0.4595	5.1273	564	0.4359	0.3913	0.4359	0.6602
0.4595	5.1455	566	0.4736	0.4526	0.4736	0.6882
0.4595	5.1636	568	0.5982	0.3237	0.5982	0.7734
0.4595	5.1818	570	0.6970	0.3480	0.6970	0.8349
0.4595	5.2	572	0.6267	0.3524	0.6267	0.7916
0.4595	5.2182	574	0.4850	0.4043	0.4850	0.6964
0.4595	5.2364	576	0.4164	0.5789	0.4164	0.6453
0.4595	5.2545	578	0.4090	0.5217	0.4090	0.6395
0.4595	5.2727	580	0.4071	0.5508	0.4071	0.6380
0.4595	5.2909	582	0.4281	0.5417	0.4281	0.6543
0.4595	5.3091	584	0.5236	0.3131	0.5236	0.7236
0.4595	5.3273	586	0.5469	0.3035	0.5469	0.7395
0.4595	5.3455	588	0.4900	0.4595	0.4900	0.7000
0.4595	5.3636	590	0.4166	0.4802	0.4166	0.6454
0.4595	5.3818	592	0.4160	0.5080	0.4160	0.6450
0.4595	5.4	594	0.4189	0.5165	0.4189	0.6472
0.4595	5.4182	596	0.4212	0.4222	0.4212	0.6490
0.4595	5.4364	598	0.4287	0.3882	0.4287	0.6548
0.4595	5.4545	600	0.4342	0.3939	0.4342	0.6590
0.4595	5.4727	602	0.4345	0.3939	0.4345	0.6592
0.4595	5.4909	604	0.4377	0.3810	0.4377	0.6616
0.4595	5.5091	606	0.4315	0.3661	0.4315	0.6569
0.4595	5.5273	608	0.4335	0.3661	0.4335	0.6584
0.4595	5.5455	610	0.4448	0.5027	0.4448	0.6670
0.4595	5.5636	612	0.4918	0.5282	0.4918	0.7013
0.4595	5.5818	614	0.5428	0.3231	0.5428	0.7368
0.4595	5.6	616	0.5738	0.2941	0.5738	0.7575
0.4595	5.6182	618	0.5580	0.3498	0.5580	0.7470
0.4595	5.6364	620	0.5198	0.5025	0.5198	0.7210
0.4595	5.6545	622	0.4767	0.5183	0.4767	0.6904
0.4595	5.6727	624	0.4561	0.5122	0.4561	0.6753
0.4595	5.6909	626	0.4616	0.3524	0.4616	0.6794
0.4595	5.7091	628	0.4530	0.4627	0.4530	0.6731
0.4595	5.7273	630	0.4534	0.5385	0.4534	0.6733
0.4595	5.7455	632	0.5129	0.5464	0.5129	0.7162
0.4595	5.7636	634	0.5766	0.36	0.5766	0.7594
0.4595	5.7818	636	0.5627	0.3814	0.5627	0.7501
0.4595	5.8	638	0.4739	0.5102	0.4739	0.6884
0.4595	5.8182	640	0.4595	0.4112	0.4595	0.6779
0.4595	5.8364	642	0.5748	0.3623	0.5748	0.7582
0.4595	5.8545	644	0.5899	0.3623	0.5899	0.7681
0.4595	5.8727	646	0.5157	0.3299	0.5157	0.7181
0.4595	5.8909	648	0.4406	0.4462	0.4406	0.6638
0.4595	5.9091	650	0.4495	0.4894	0.4495	0.6704
0.4595	5.9273	652	0.4579	0.4839	0.4579	0.6766
0.4595	5.9455	654	0.4442	0.4348	0.4442	0.6665
0.4595	5.9636	656	0.4333	0.4162	0.4333	0.6582
0.4595	5.9818	658	0.4344	0.4222	0.4344	0.6591
0.4595	6.0	660	0.4445	0.3171	0.4445	0.6667
0.4595	6.0182	662	0.4756	0.4545	0.4756	0.6896
0.4595	6.0364	664	0.4779	0.4545	0.4779	0.6913
0.4595	6.0545	666	0.4602	0.4353	0.4602	0.6784
0.4595	6.0727	668	0.4423	0.4286	0.4423	0.6650
0.4595	6.0909	670	0.4417	0.4162	0.4417	0.6646
0.4595	6.1091	672	0.4595	0.3814	0.4595	0.6778
0.4595	6.1273	674	0.4804	0.3161	0.4804	0.6931
0.4595	6.1455	676	0.4619	0.4400	0.4619	0.6796
0.4595	6.1636	678	0.4573	0.5052	0.4573	0.6762
0.4595	6.1818	680	0.4630	0.5132	0.4630	0.6805
0.4595	6.2	682	0.4585	0.5052	0.4585	0.6771
0.4595	6.2182	684	0.4555	0.5294	0.4555	0.6749
0.4595	6.2364	686	0.4541	0.5248	0.4541	0.6739
0.4595	6.2545	688	0.4527	0.5248	0.4527	0.6728
0.4595	6.2727	690	0.4539	0.5152	0.4539	0.6737
0.4595	6.2909	692	0.4585	0.5248	0.4585	0.6771
0.4595	6.3091	694	0.4758	0.4157	0.4758	0.6898
0.4595	6.3273	696	0.4911	0.4152	0.4911	0.7008
0.4595	6.3455	698	0.5026	0.4023	0.5026	0.7090
0.4595	6.3636	700	0.5165	0.4023	0.5165	0.7187
0.4595	6.3818	702	0.5123	0.4023	0.5123	0.7158
0.4595	6.4	704	0.4897	0.3810	0.4897	0.6998
0.4595	6.4182	706	0.4629	0.3295	0.4629	0.6804
0.4595	6.4364	708	0.4581	0.3898	0.4581	0.6768
0.4595	6.4545	710	0.4617	0.4112	0.4617	0.6795
0.4595	6.4727	712	0.4726	0.4573	0.4726	0.6874
0.4595	6.4909	714	0.4654	0.4112	0.4654	0.6822
0.4595	6.5091	716	0.4834	0.3913	0.4834	0.6953
0.4595	6.5273	718	0.5383	0.3797	0.5383	0.7337
0.4595	6.5455	720	0.5894	0.3663	0.5894	0.7677
0.4595	6.5636	722	0.5470	0.3684	0.5470	0.7396
0.4595	6.5818	724	0.4886	0.3591	0.4886	0.6990
0.4595	6.6	726	0.4772	0.4286	0.4772	0.6908
0.4595	6.6182	728	0.4765	0.4851	0.4765	0.6903
0.4595	6.6364	730	0.4759	0.4573	0.4759	0.6898
0.4595	6.6545	732	0.4679	0.4924	0.4679	0.6840
0.4595	6.6727	734	0.4717	0.3182	0.4717	0.6868
0.4595	6.6909	736	0.5260	0.3297	0.5260	0.7252
0.4595	6.7091	738	0.5689	0.3231	0.5689	0.7543
0.4595	6.7273	740	0.5379	0.3439	0.5379	0.7334
0.4595	6.7455	742	0.4775	0.4222	0.4775	0.6910
0.4595	6.7636	744	0.4562	0.3778	0.4562	0.6754
0.4595	6.7818	746	0.4577	0.3730	0.4577	0.6765
0.4595	6.8	748	0.4580	0.3371	0.4580	0.6767
0.4595	6.8182	750	0.4711	0.3520	0.4711	0.6864
0.4595	6.8364	752	0.5041	0.4475	0.5041	0.7100
0.4595	6.8545	754	0.5504	0.3927	0.5504	0.7419
0.4595	6.8727	756	0.5507	0.3927	0.5507	0.7421
0.4595	6.8909	758	0.5064	0.4475	0.5064	0.7116
0.4595	6.9091	760	0.4683	0.3636	0.4683	0.6844
0.4595	6.9273	762	0.4548	0.3730	0.4548	0.6744
0.4595	6.9455	764	0.4534	0.3371	0.4534	0.6733
0.4595	6.9636	766	0.4677	0.4286	0.4677	0.6839
0.4595	6.9818	768	0.4758	0.4220	0.4758	0.6898
0.4595	7.0	770	0.4893	0.4152	0.4893	0.6995
0.4595	7.0182	772	0.5183	0.3224	0.5183	0.7199
0.4595	7.0364	774	0.5063	0.3898	0.5063	0.7115
0.4595	7.0545	776	0.4844	0.4475	0.4844	0.6960
0.4595	7.0727	778	0.4792	0.4839	0.4792	0.6922
0.4595	7.0909	780	0.4634	0.4400	0.4634	0.6807
0.4595	7.1091	782	0.4564	0.4747	0.4564	0.6756
0.4595	7.1273	784	0.4573	0.4747	0.4573	0.6763
0.4595	7.1455	786	0.4582	0.3905	0.4582	0.6769
0.4595	7.1636	788	0.4538	0.4286	0.4538	0.6736
0.4595	7.1818	790	0.4607	0.4583	0.4607	0.6787
0.4595	7.2	792	0.4994	0.4583	0.4994	0.7067
0.4595	7.2182	794	0.5496	0.3978	0.5496	0.7414
0.4595	7.2364	796	0.5596	0.3131	0.5596	0.7480
0.4595	7.2545	798	0.5550	0.3231	0.5550	0.7450
0.4595	7.2727	800	0.5326	0.3661	0.5326	0.7298
0.4595	7.2909	802	0.4969	0.3898	0.4969	0.7049
0.4595	7.3091	804	0.4869	0.4091	0.4869	0.6978
0.4595	7.3273	806	0.4791	0.4157	0.4791	0.6922
0.4595	7.3455	808	0.4859	0.4091	0.4859	0.6971
0.4595	7.3636	810	0.4850	0.4475	0.4850	0.6964
0.4595	7.3818	812	0.4744	0.4162	0.4744	0.6888
0.4595	7.4	814	0.4831	0.4157	0.4831	0.6950
0.4595	7.4182	816	0.5001	0.4091	0.5001	0.7072
0.4595	7.4364	818	0.4955	0.4091	0.4955	0.7039
0.4595	7.4545	820	0.4935	0.4475	0.4935	0.7025
0.4595	7.4727	822	0.4887	0.4475	0.4887	0.6991
0.4595	7.4909	824	0.4614	0.3439	0.4614	0.6793
0.4595	7.5091	826	0.4529	0.4404	0.4529	0.6730
0.4595	7.5273	828	0.4537	0.3814	0.4537	0.6736
0.4595	7.5455	830	0.4597	0.4526	0.4597	0.6780
0.4595	7.5636	832	0.4705	0.4839	0.4705	0.6860
0.4595	7.5818	834	0.4820	0.4475	0.4820	0.6942
0.4595	7.6	836	0.4769	0.4475	0.4769	0.6906
0.4595	7.6182	838	0.4580	0.4973	0.4580	0.6768
0.4595	7.6364	840	0.4481	0.4286	0.4481	0.6694
0.4595	7.6545	842	0.4533	0.4973	0.4533	0.6732
0.4595	7.6727	844	0.4578	0.4607	0.4578	0.6766
0.4595	7.6909	846	0.4583	0.4607	0.4583	0.6770
0.4595	7.7091	848	0.4481	0.4222	0.4481	0.6694
0.4595	7.7273	850	0.4346	0.4764	0.4346	0.6592
0.4595	7.7455	852	0.4344	0.4563	0.4344	0.6591
0.4595	7.7636	854	0.4355	0.4680	0.4355	0.6599
0.4595	7.7818	856	0.4362	0.4694	0.4362	0.6605
0.4595	7.8	858	0.4392	0.4764	0.4392	0.6627
0.4595	7.8182	860	0.4434	0.4764	0.4434	0.6659
0.4595	7.8364	862	0.4520	0.4222	0.4520	0.6723
0.4595	7.8545	864	0.4645	0.4286	0.4645	0.6815
0.4595	7.8727	866	0.4760	0.4475	0.4760	0.6899
0.4595	7.8909	868	0.4846	0.4348	0.4846	0.6961
0.4595	7.9091	870	0.4742	0.4157	0.4742	0.6886
0.4595	7.9273	872	0.4581	0.4286	0.4581	0.6769
0.4595	7.9455	874	0.4596	0.4286	0.4596	0.6780
0.4595	7.9636	876	0.4742	0.4157	0.4742	0.6886
0.4595	7.9818	878	0.4981	0.4225	0.4981	0.7058
0.4595	8.0	880	0.5341	0.36	0.5341	0.7308
0.4595	8.0182	882	0.5549	0.3498	0.5549	0.7449
0.4595	8.0364	884	0.5341	0.3663	0.5341	0.7308
0.4595	8.0545	886	0.5018	0.4348	0.5018	0.7084
0.4595	8.0727	888	0.4733	0.5282	0.4733	0.6880
0.4595	8.0909	890	0.4560	0.4510	0.4560	0.6753
0.4595	8.1091	892	0.4584	0.4518	0.4584	0.6770
0.4595	8.1273	894	0.4611	0.4518	0.4611	0.6790
0.4595	8.1455	896	0.4556	0.4518	0.4556	0.6750
0.4595	8.1636	898	0.4476	0.4747	0.4476	0.6690
0.4595	8.1818	900	0.4497	0.4286	0.4497	0.6706
0.4595	8.2	902	0.4564	0.4225	0.4564	0.6755
0.4595	8.2182	904	0.4683	0.4286	0.4683	0.6843
0.4595	8.2364	906	0.4745	0.4286	0.4745	0.6888
0.4595	8.2545	908	0.4772	0.4157	0.4772	0.6908
0.4595	8.2727	910	0.4703	0.4286	0.4703	0.6858
0.4595	8.2909	912	0.4678	0.4667	0.4678	0.6840
0.4595	8.3091	914	0.4650	0.4667	0.4650	0.6819
0.4595	8.3273	916	0.4599	0.5027	0.4599	0.6782
0.4595	8.3455	918	0.4570	0.4947	0.4570	0.6760
0.4595	8.3636	920	0.4534	0.4947	0.4534	0.6733
0.4595	8.3818	922	0.4512	0.4947	0.4512	0.6717
0.4595	8.4	924	0.4539	0.4947	0.4539	0.6737
0.4595	8.4182	926	0.4560	0.4947	0.4560	0.6753
0.4595	8.4364	928	0.4593	0.5027	0.4593	0.6777
0.4595	8.4545	930	0.4718	0.4033	0.4718	0.6868
0.4595	8.4727	932	0.4896	0.4413	0.4896	0.6997
0.4595	8.4909	934	0.4811	0.4348	0.4811	0.6936
0.4595	8.5091	936	0.4668	0.4157	0.4668	0.6833
0.4595	8.5273	938	0.4581	0.4157	0.4581	0.6769
0.4595	8.5455	940	0.4518	0.5027	0.4518	0.6721
0.4595	8.5636	942	0.4461	0.5080	0.4461	0.6679
0.4595	8.5818	944	0.4473	0.5080	0.4473	0.6688
0.4595	8.6	946	0.4572	0.4157	0.4572	0.6761
0.4595	8.6182	948	0.4651	0.4157	0.4651	0.6820
0.4595	8.6364	950	0.4655	0.4157	0.4655	0.6823
0.4595	8.6545	952	0.4618	0.4536	0.4618	0.6795
0.4595	8.6727	954	0.4643	0.4536	0.4643	0.6814
0.4595	8.6909	956	0.4627	0.4409	0.4627	0.6802
0.4595	8.7091	958	0.4663	0.4764	0.4663	0.6829
0.4595	8.7273	960	0.4621	0.5025	0.4621	0.6797
0.4595	8.7455	962	0.4493	0.5468	0.4493	0.6703
0.4595	8.7636	964	0.4440	0.52	0.4440	0.6663
0.4595	8.7818	966	0.4446	0.5048	0.4446	0.6668
0.4595	8.8	968	0.4438	0.5294	0.4438	0.6662
0.4595	8.8182	970	0.4484	0.4815	0.4484	0.6696
0.4595	8.8364	972	0.4613	0.4554	0.4613	0.6792
0.4595	8.8545	974	0.4621	0.4554	0.4621	0.6797
0.4595	8.8727	976	0.4549	0.4815	0.4549	0.6745
0.4595	8.8909	978	0.4507	0.4815	0.4507	0.6714
0.4595	8.9091	980	0.4453	0.5215	0.4453	0.6673
0.4595	8.9273	982	0.4434	0.5169	0.4434	0.6659
0.4595	8.9455	984	0.4476	0.5468	0.4476	0.6690
0.4595	8.9636	986	0.4621	0.5025	0.4621	0.6798
0.4595	8.9818	988	0.4817	0.5	0.4817	0.6941
0.4595	9.0	990	0.4874	0.4652	0.4874	0.6982
0.4595	9.0182	992	0.4791	0.4652	0.4791	0.6922
0.4595	9.0364	994	0.4700	0.5	0.4700	0.6856
0.4595	9.0545	996	0.4571	0.5102	0.4571	0.6761
0.4595	9.0727	998	0.4458	0.5468	0.4458	0.6677
0.0866	9.0909	1000	0.4414	0.56	0.4414	0.6644
0.0866	9.1091	1002	0.4431	0.56	0.4431	0.6656
0.0866	9.1273	1004	0.4462	0.5152	0.4462	0.6680
0.0866	9.1455	1006	0.4491	0.5152	0.4491	0.6701
0.0866	9.1636	1008	0.4479	0.5152	0.4479	0.6693
0.0866	9.1818	1010	0.4420	0.56	0.4420	0.6648
0.0866	9.2	1012	0.4382	0.5464	0.4382	0.6620
0.0866	9.2182	1014	0.4351	0.5464	0.4351	0.6597
0.0866	9.2364	1016	0.4340	0.5377	0.4340	0.6588
0.0866	9.2545	1018	0.4332	0.5294	0.4332	0.6582
0.0866	9.2727	1020	0.4334	0.5294	0.4334	0.6583
0.0866	9.2909	1022	0.4340	0.5294	0.4340	0.6588
0.0866	9.3091	1024	0.4353	0.5294	0.4353	0.6598
0.0866	9.3273	1026	0.4367	0.5215	0.4367	0.6609
0.0866	9.3455	1028	0.4372	0.5215	0.4372	0.6612
0.0866	9.3636	1030	0.4368	0.5294	0.4368	0.6609
0.0866	9.3818	1032	0.4373	0.5294	0.4373	0.6613
0.0866	9.4	1034	0.4404	0.5377	0.4404	0.6637
0.0866	9.4182	1036	0.4469	0.5468	0.4469	0.6685
0.0866	9.4364	1038	0.4550	0.5152	0.4550	0.6745
0.0866	9.4545	1040	0.4656	0.4694	0.4656	0.6824
0.0866	9.4727	1042	0.4732	0.3978	0.4732	0.6879
0.0866	9.4909	1044	0.4775	0.4033	0.4775	0.6910
0.0866	9.5091	1046	0.4739	0.4033	0.4739	0.6884
0.0866	9.5273	1048	0.4658	0.4346	0.4658	0.6825
0.0866	9.5455	1050	0.4560	0.5152	0.4560	0.6752
0.0866	9.5636	1052	0.4510	0.5152	0.4510	0.6715
0.0866	9.5818	1054	0.4478	0.52	0.4478	0.6692
0.0866	9.6	1056	0.4463	0.52	0.4463	0.6680
0.0866	9.6182	1058	0.4449	0.52	0.4449	0.6670
0.0866	9.6364	1060	0.4440	0.5330	0.4440	0.6663
0.0866	9.6545	1062	0.4427	0.5330	0.4427	0.6654
0.0866	9.6727	1064	0.4432	0.5330	0.4432	0.6657
0.0866	9.6909	1066	0.4444	0.5330	0.4444	0.6666
0.0866	9.7091	1068	0.4445	0.5330	0.4445	0.6667
0.0866	9.7273	1070	0.4443	0.5330	0.4443	0.6666
0.0866	9.7455	1072	0.4456	0.5330	0.4456	0.6675
0.0866	9.7636	1074	0.4474	0.4872	0.4474	0.6689
0.0866	9.7818	1076	0.4483	0.4872	0.4483	0.6696
0.0866	9.8	1078	0.4498	0.4872	0.4498	0.6706
0.0866	9.8182	1080	0.4514	0.5152	0.4514	0.6718
0.0866	9.8364	1082	0.4529	0.5152	0.4529	0.6730
0.0866	9.8545	1084	0.4545	0.5152	0.4545	0.6742
0.0866	9.8727	1086	0.4560	0.5152	0.4560	0.6753
0.0866	9.8909	1088	0.4573	0.5152	0.4573	0.6763
0.0866	9.9091	1090	0.4575	0.5152	0.4575	0.6764
0.0866	9.9273	1092	0.4576	0.5152	0.4576	0.6765
0.0866	9.9455	1094	0.4572	0.5152	0.4572	0.6762
0.0866	9.9636	1096	0.4566	0.5152	0.4566	0.6757
0.0866	9.9818	1098	0.4562	0.5152	0.4562	0.6754
0.0866	10.0	1100	0.4559	0.5152	0.4559	0.6752

Framework versions

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