ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k15_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: 0.5954
• Qwk: 0.5331
• Mse: 0.5954
• Rmse: 0.7716

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	4.2023	-0.0015	4.2023	2.0500
No log	0.0426	4	2.6878	0.0281	2.6878	1.6395
No log	0.0638	6	2.0022	0.0451	2.0022	1.4150
No log	0.0851	8	1.4346	0.0483	1.4346	1.1977
No log	0.1064	10	1.1517	0.0696	1.1517	1.0732
No log	0.1277	12	0.9849	0.1101	0.9849	0.9924
No log	0.1489	14	1.1007	0.1461	1.1007	1.0491
No log	0.1702	16	0.9587	0.0726	0.9587	0.9791
No log	0.1915	18	0.8851	0.1382	0.8851	0.9408
No log	0.2128	20	0.8924	0.1397	0.8924	0.9446
No log	0.2340	22	0.9432	0.2063	0.9432	0.9712
No log	0.2553	24	1.3156	0.1486	1.3156	1.1470
No log	0.2766	26	1.8180	0.1651	1.8180	1.3483
No log	0.2979	28	1.7171	0.1789	1.7171	1.3104
No log	0.3191	30	1.1266	0.1543	1.1266	1.0614
No log	0.3404	32	0.8062	0.2687	0.8062	0.8979
No log	0.3617	34	0.7852	0.2773	0.7852	0.8861
No log	0.3830	36	0.7839	0.2992	0.7839	0.8854
No log	0.4043	38	0.8015	0.3147	0.8015	0.8953
No log	0.4255	40	1.0732	0.1431	1.0732	1.0360
No log	0.4468	42	1.4453	0.1572	1.4453	1.2022
No log	0.4681	44	1.6288	0.1699	1.6288	1.2762
No log	0.4894	46	1.4550	0.1659	1.4550	1.2062
No log	0.5106	48	1.3655	0.1328	1.3655	1.1686
No log	0.5319	50	1.2788	0.1526	1.2788	1.1309
No log	0.5532	52	1.0309	0.1504	1.0309	1.0154
No log	0.5745	54	1.2620	0.1743	1.2620	1.1234
No log	0.5957	56	1.5381	0.1646	1.5381	1.2402
No log	0.6170	58	1.1703	0.2060	1.1703	1.0818
No log	0.6383	60	0.6167	0.4479	0.6167	0.7853
No log	0.6596	62	0.6023	0.3716	0.6023	0.7761
No log	0.6809	64	0.6176	0.3633	0.6176	0.7859
No log	0.7021	66	0.5989	0.4725	0.5989	0.7739
No log	0.7234	68	0.6344	0.4587	0.6344	0.7965
No log	0.7447	70	0.7303	0.4346	0.7303	0.8546
No log	0.7660	72	0.9229	0.3770	0.9229	0.9607
No log	0.7872	74	1.0909	0.2999	1.0909	1.0445
No log	0.8085	76	1.4874	0.1894	1.4874	1.2196
No log	0.8298	78	1.5703	0.1701	1.5703	1.2531
No log	0.8511	80	1.4155	0.1887	1.4155	1.1898
No log	0.8723	82	1.0479	0.2769	1.0479	1.0237
No log	0.8936	84	0.7354	0.4217	0.7354	0.8575
No log	0.9149	86	0.6899	0.3627	0.6899	0.8306
No log	0.9362	88	0.7609	0.3426	0.7609	0.8723
No log	0.9574	90	0.8856	0.3002	0.8856	0.9411
No log	0.9787	92	0.9433	0.2502	0.9433	0.9712
No log	1.0	94	0.9253	0.2724	0.9253	0.9619
No log	1.0213	96	0.8323	0.3469	0.8323	0.9123
No log	1.0426	98	0.7515	0.4066	0.7515	0.8669
No log	1.0638	100	0.7273	0.4495	0.7273	0.8528
No log	1.0851	102	0.8479	0.3760	0.8479	0.9208
No log	1.1064	104	1.1804	0.2886	1.1804	1.0864
No log	1.1277	106	1.9334	0.1836	1.9334	1.3905
No log	1.1489	108	2.3086	0.1277	2.3086	1.5194
No log	1.1702	110	2.1800	0.1436	2.1800	1.4765
No log	1.1915	112	1.6865	0.2143	1.6865	1.2986
No log	1.2128	114	1.0245	0.2996	1.0245	1.0122
No log	1.2340	116	0.6879	0.5030	0.6879	0.8294
No log	1.2553	118	0.6185	0.4980	0.6185	0.7864
No log	1.2766	120	0.6432	0.5238	0.6432	0.8020
No log	1.2979	122	0.6709	0.5290	0.6709	0.8191
No log	1.3191	124	0.7197	0.4742	0.7197	0.8484
No log	1.3404	126	0.8703	0.3999	0.8703	0.9329
No log	1.3617	128	1.1658	0.3886	1.1658	1.0797
No log	1.3830	130	1.2591	0.3390	1.2591	1.1221
No log	1.4043	132	1.2945	0.3261	1.2945	1.1378
No log	1.4255	134	1.0428	0.3922	1.0428	1.0212
No log	1.4468	136	0.8561	0.4063	0.8561	0.9253
No log	1.4681	138	0.8277	0.4495	0.8277	0.9098
No log	1.4894	140	0.9043	0.4289	0.9043	0.9510
No log	1.5106	142	1.0768	0.4033	1.0768	1.0377
No log	1.5319	144	1.0786	0.4153	1.0786	1.0385
No log	1.5532	146	0.9828	0.4529	0.9828	0.9913
No log	1.5745	148	0.9699	0.5040	0.9699	0.9848
No log	1.5957	150	0.9916	0.4509	0.9916	0.9958
No log	1.6170	152	1.0995	0.4110	1.0995	1.0486
No log	1.6383	154	1.2466	0.3441	1.2466	1.1165
No log	1.6596	156	1.3084	0.3166	1.3084	1.1439
No log	1.6809	158	1.3271	0.2976	1.3271	1.1520
No log	1.7021	160	1.0689	0.3824	1.0689	1.0339
No log	1.7234	162	0.8746	0.4132	0.8746	0.9352
No log	1.7447	164	0.6804	0.4464	0.6804	0.8249
No log	1.7660	166	0.6380	0.4394	0.6380	0.7988
No log	1.7872	168	0.6383	0.4469	0.6383	0.7989
No log	1.8085	170	0.7168	0.4679	0.7168	0.8466
No log	1.8298	172	0.9254	0.3759	0.9254	0.9620
No log	1.8511	174	1.0299	0.3879	1.0299	1.0149
No log	1.8723	176	0.8919	0.4559	0.8919	0.9444
No log	1.8936	178	0.7725	0.5098	0.7725	0.8789
No log	1.9149	180	0.7245	0.5115	0.7245	0.8512
No log	1.9362	182	0.7302	0.5157	0.7302	0.8545
No log	1.9574	184	0.7559	0.5236	0.7559	0.8694
No log	1.9787	186	0.9454	0.4216	0.9454	0.9723
No log	2.0	188	1.3330	0.2626	1.3330	1.1546
No log	2.0213	190	1.4510	0.2443	1.4510	1.2046
No log	2.0426	192	1.2363	0.3550	1.2363	1.1119
No log	2.0638	194	1.0406	0.4054	1.0406	1.0201
No log	2.0851	196	0.8739	0.3996	0.8739	0.9349
No log	2.1064	198	0.7790	0.4970	0.7790	0.8826
No log	2.1277	200	0.7658	0.5088	0.7658	0.8751
No log	2.1489	202	0.7743	0.4992	0.7743	0.8799
No log	2.1702	204	0.7588	0.4580	0.7588	0.8711
No log	2.1915	206	0.7701	0.4767	0.7701	0.8775
No log	2.2128	208	0.7935	0.5040	0.7935	0.8908
No log	2.2340	210	0.8050	0.5152	0.8050	0.8972
No log	2.2553	212	0.8260	0.4602	0.8260	0.9089
No log	2.2766	214	0.8623	0.4257	0.8623	0.9286
No log	2.2979	216	0.8244	0.4609	0.8244	0.9080
No log	2.3191	218	0.7295	0.4442	0.7295	0.8541
No log	2.3404	220	0.6893	0.4371	0.6893	0.8302
No log	2.3617	222	0.7048	0.4172	0.7048	0.8395
No log	2.3830	224	0.7291	0.4426	0.7291	0.8539
No log	2.4043	226	0.7608	0.4500	0.7608	0.8722
No log	2.4255	228	0.7849	0.4494	0.7849	0.8860
No log	2.4468	230	0.7813	0.4299	0.7813	0.8839
No log	2.4681	232	0.7645	0.4203	0.7645	0.8744
No log	2.4894	234	0.7467	0.4147	0.7467	0.8641
No log	2.5106	236	0.7178	0.4527	0.7178	0.8473
No log	2.5319	238	0.6829	0.4495	0.6829	0.8264
No log	2.5532	240	0.6577	0.4846	0.6577	0.8110
No log	2.5745	242	0.6534	0.4501	0.6534	0.8083
No log	2.5957	244	0.6298	0.4971	0.6298	0.7936
No log	2.6170	246	0.6301	0.5034	0.6301	0.7938
No log	2.6383	248	0.6600	0.3922	0.6600	0.8124
No log	2.6596	250	0.6935	0.3935	0.6935	0.8328
No log	2.6809	252	0.6781	0.4917	0.6781	0.8235
No log	2.7021	254	0.6535	0.5181	0.6535	0.8084
No log	2.7234	256	0.6697	0.5286	0.6697	0.8183
No log	2.7447	258	0.7129	0.5211	0.7129	0.8443
No log	2.7660	260	0.7024	0.5089	0.7024	0.8381
No log	2.7872	262	0.6904	0.5146	0.6904	0.8309
No log	2.8085	264	0.6901	0.5278	0.6901	0.8307
No log	2.8298	266	0.7284	0.5644	0.7284	0.8534
No log	2.8511	268	0.7368	0.5574	0.7368	0.8584
No log	2.8723	270	0.6842	0.5662	0.6842	0.8271
No log	2.8936	272	0.6642	0.5289	0.6642	0.8150
No log	2.9149	274	0.6692	0.5413	0.6692	0.8180
No log	2.9362	276	0.6732	0.5329	0.6732	0.8205
No log	2.9574	278	0.6843	0.5301	0.6843	0.8272
No log	2.9787	280	0.6661	0.5345	0.6661	0.8162
No log	3.0	282	0.6718	0.5588	0.6718	0.8196
No log	3.0213	284	0.6928	0.5701	0.6928	0.8324
No log	3.0426	286	0.7007	0.5654	0.7007	0.8371
No log	3.0638	288	0.6652	0.5281	0.6652	0.8156
No log	3.0851	290	0.7042	0.5025	0.7042	0.8391
No log	3.1064	292	0.7888	0.4989	0.7888	0.8881
No log	3.1277	294	0.7721	0.5141	0.7721	0.8787
No log	3.1489	296	0.7092	0.5322	0.7092	0.8421
No log	3.1702	298	0.7476	0.5340	0.7476	0.8646
No log	3.1915	300	0.8873	0.4948	0.8873	0.9420
No log	3.2128	302	0.9058	0.4381	0.9058	0.9518
No log	3.2340	304	0.7981	0.5166	0.7981	0.8934
No log	3.2553	306	0.6868	0.5816	0.6868	0.8287
No log	3.2766	308	0.7225	0.4815	0.7225	0.8500
No log	3.2979	310	0.8190	0.4718	0.8190	0.9050
No log	3.3191	312	0.8134	0.4632	0.8134	0.9019
No log	3.3404	314	0.7069	0.4438	0.7069	0.8408
No log	3.3617	316	0.6036	0.5583	0.6036	0.7769
No log	3.3830	318	0.7047	0.5033	0.7047	0.8395
No log	3.4043	320	0.7903	0.4552	0.7903	0.8890
No log	3.4255	322	0.7164	0.5073	0.7164	0.8464
No log	3.4468	324	0.6262	0.5338	0.6262	0.7913
No log	3.4681	326	0.6767	0.4595	0.6767	0.8226
No log	3.4894	328	0.8073	0.4735	0.8073	0.8985
No log	3.5106	330	0.8295	0.4790	0.8295	0.9107
No log	3.5319	332	0.7595	0.4675	0.7595	0.8715
No log	3.5532	334	0.7019	0.5192	0.7019	0.8378
No log	3.5745	336	0.7081	0.5164	0.7081	0.8415
No log	3.5957	338	0.8266	0.4854	0.8266	0.9092
No log	3.6170	340	0.9771	0.3864	0.9771	0.9885
No log	3.6383	342	1.1032	0.3351	1.1032	1.0503
No log	3.6596	344	1.0351	0.3826	1.0351	1.0174
No log	3.6809	346	0.8864	0.4874	0.8864	0.9415
No log	3.7021	348	0.7638	0.5142	0.7638	0.8740
No log	3.7234	350	0.7300	0.5075	0.7300	0.8544
No log	3.7447	352	0.7128	0.5355	0.7128	0.8442
No log	3.7660	354	0.6876	0.5351	0.6876	0.8292
No log	3.7872	356	0.6657	0.4997	0.6657	0.8159
No log	3.8085	358	0.6259	0.4742	0.6259	0.7911
No log	3.8298	360	0.6308	0.5082	0.6308	0.7942
No log	3.8511	362	0.6366	0.4687	0.6366	0.7979
No log	3.8723	364	0.6242	0.4755	0.6242	0.7901
No log	3.8936	366	0.5972	0.4627	0.5972	0.7728
No log	3.9149	368	0.5830	0.4674	0.5830	0.7635
No log	3.9362	370	0.5711	0.4682	0.5711	0.7557
No log	3.9574	372	0.5687	0.4699	0.5687	0.7542
No log	3.9787	374	0.5689	0.4736	0.5689	0.7542
No log	4.0	376	0.5660	0.4805	0.5660	0.7524
No log	4.0213	378	0.5648	0.5011	0.5648	0.7515
No log	4.0426	380	0.5792	0.4386	0.5792	0.7611
No log	4.0638	382	0.5896	0.4838	0.5896	0.7679
No log	4.0851	384	0.5746	0.4885	0.5746	0.7580
No log	4.1064	386	0.5635	0.4929	0.5635	0.7507
No log	4.1277	388	0.5734	0.4899	0.5734	0.7572
No log	4.1489	390	0.5843	0.5234	0.5843	0.7644
No log	4.1702	392	0.5862	0.4811	0.5862	0.7657
No log	4.1915	394	0.5913	0.5003	0.5913	0.7690
No log	4.2128	396	0.5941	0.5202	0.5941	0.7708
No log	4.2340	398	0.6026	0.5436	0.6026	0.7763
No log	4.2553	400	0.6019	0.5436	0.6019	0.7758
No log	4.2766	402	0.6148	0.5437	0.6148	0.7841
No log	4.2979	404	0.6554	0.5099	0.6554	0.8096
No log	4.3191	406	0.7319	0.4883	0.7319	0.8555
No log	4.3404	408	0.7541	0.4734	0.7541	0.8684
No log	4.3617	410	0.6934	0.4923	0.6934	0.8327
No log	4.3830	412	0.6312	0.5069	0.6312	0.7945
No log	4.4043	414	0.5921	0.5394	0.5921	0.7695
No log	4.4255	416	0.6155	0.5312	0.6155	0.7845
No log	4.4468	418	0.6386	0.5312	0.6386	0.7991
No log	4.4681	420	0.6334	0.5312	0.6334	0.7959
No log	4.4894	422	0.6130	0.5312	0.6130	0.7829
No log	4.5106	424	0.5848	0.5537	0.5848	0.7648
No log	4.5319	426	0.5873	0.4933	0.5873	0.7663
No log	4.5532	428	0.6073	0.4270	0.6073	0.7793
No log	4.5745	430	0.6098	0.4270	0.6098	0.7809
No log	4.5957	432	0.5883	0.4892	0.5883	0.7670
No log	4.6170	434	0.5801	0.5129	0.5801	0.7617
No log	4.6383	436	0.5834	0.5215	0.5834	0.7638
No log	4.6596	438	0.5800	0.4935	0.5800	0.7616
No log	4.6809	440	0.5893	0.4638	0.5893	0.7676
No log	4.7021	442	0.6070	0.4044	0.6070	0.7791
No log	4.7234	444	0.6117	0.4203	0.6117	0.7821
No log	4.7447	446	0.5987	0.4671	0.5987	0.7738
No log	4.7660	448	0.6070	0.4891	0.6070	0.7791
No log	4.7872	450	0.6226	0.5290	0.6226	0.7891
No log	4.8085	452	0.6176	0.4826	0.6176	0.7859
No log	4.8298	454	0.6137	0.4984	0.6137	0.7834
No log	4.8511	456	0.6110	0.4882	0.6110	0.7816
No log	4.8723	458	0.6054	0.4922	0.6054	0.7781
No log	4.8936	460	0.6072	0.4922	0.6072	0.7792
No log	4.9149	462	0.6130	0.5239	0.6130	0.7829
No log	4.9362	464	0.6122	0.5156	0.6122	0.7825
No log	4.9574	466	0.6064	0.5190	0.6064	0.7787
No log	4.9787	468	0.6132	0.5145	0.6132	0.7830
No log	5.0	470	0.6277	0.54	0.6277	0.7923
No log	5.0213	472	0.6642	0.4779	0.6642	0.8150
No log	5.0426	474	0.6679	0.4898	0.6679	0.8173
No log	5.0638	476	0.6269	0.5060	0.6269	0.7917
No log	5.0851	478	0.5851	0.4837	0.5851	0.7649
No log	5.1064	480	0.5736	0.5024	0.5736	0.7574
No log	5.1277	482	0.5668	0.5229	0.5668	0.7528
No log	5.1489	484	0.5672	0.5328	0.5672	0.7531
No log	5.1702	486	0.5811	0.5795	0.5811	0.7623
No log	5.1915	488	0.5878	0.5592	0.5878	0.7667
No log	5.2128	490	0.5809	0.5391	0.5809	0.7622
No log	5.2340	492	0.5705	0.5160	0.5705	0.7553
No log	5.2553	494	0.5771	0.5330	0.5771	0.7596
No log	5.2766	496	0.5899	0.5782	0.5899	0.7680
No log	5.2979	498	0.6145	0.5475	0.6145	0.7839
0.4978	5.3191	500	0.6357	0.5316	0.6357	0.7973
0.4978	5.3404	502	0.6417	0.5184	0.6417	0.8011
0.4978	5.3617	504	0.6237	0.5441	0.6237	0.7897
0.4978	5.3830	506	0.6157	0.5308	0.6157	0.7847
0.4978	5.4043	508	0.6043	0.5303	0.6043	0.7774
0.4978	5.4255	510	0.6138	0.5116	0.6138	0.7835
0.4978	5.4468	512	0.6208	0.5228	0.6208	0.7879
0.4978	5.4681	514	0.6109	0.5091	0.6109	0.7816
0.4978	5.4894	516	0.5837	0.4940	0.5837	0.7640
0.4978	5.5106	518	0.5605	0.4952	0.5605	0.7487
0.4978	5.5319	520	0.5713	0.5049	0.5713	0.7559
0.4978	5.5532	522	0.6003	0.5111	0.6003	0.7748
0.4978	5.5745	524	0.6280	0.4773	0.6280	0.7924
0.4978	5.5957	526	0.6323	0.4553	0.6323	0.7952
0.4978	5.6170	528	0.6223	0.4487	0.6223	0.7889
0.4978	5.6383	530	0.6026	0.5323	0.6026	0.7763
0.4978	5.6596	532	0.5892	0.4762	0.5892	0.7676
0.4978	5.6809	534	0.6016	0.5505	0.6016	0.7756
0.4978	5.7021	536	0.6267	0.5377	0.6267	0.7916
0.4978	5.7234	538	0.6495	0.5131	0.6495	0.8059
0.4978	5.7447	540	0.6505	0.5102	0.6505	0.8065
0.4978	5.7660	542	0.6359	0.5441	0.6359	0.7974
0.4978	5.7872	544	0.6178	0.5349	0.6178	0.7860
0.4978	5.8085	546	0.6144	0.4993	0.6144	0.7839
0.4978	5.8298	548	0.6239	0.5233	0.6239	0.7898
0.4978	5.8511	550	0.6362	0.5480	0.6362	0.7976
0.4978	5.8723	552	0.6288	0.5303	0.6288	0.7930
0.4978	5.8936	554	0.6212	0.5265	0.6212	0.7882
0.4978	5.9149	556	0.6183	0.5331	0.6183	0.7863
0.4978	5.9362	558	0.6204	0.5368	0.6204	0.7877
0.4978	5.9574	560	0.6130	0.4990	0.6130	0.7829
0.4978	5.9787	562	0.6083	0.5081	0.6083	0.7799
0.4978	6.0	564	0.5996	0.5208	0.5996	0.7743
0.4978	6.0213	566	0.5943	0.5030	0.5943	0.7709
0.4978	6.0426	568	0.6008	0.5149	0.6008	0.7751
0.4978	6.0638	570	0.6175	0.5382	0.6175	0.7858
0.4978	6.0851	572	0.6237	0.5415	0.6237	0.7898
0.4978	6.1064	574	0.6230	0.5543	0.6230	0.7893
0.4978	6.1277	576	0.6341	0.5442	0.6341	0.7963
0.4978	6.1489	578	0.6491	0.5019	0.6491	0.8057
0.4978	6.1702	580	0.6407	0.4945	0.6407	0.8004
0.4978	6.1915	582	0.6066	0.5103	0.6066	0.7788
0.4978	6.2128	584	0.5715	0.4720	0.5715	0.7560
0.4978	6.2340	586	0.5581	0.5	0.5581	0.7470
0.4978	6.2553	588	0.5570	0.5134	0.5570	0.7463
0.4978	6.2766	590	0.5598	0.4950	0.5598	0.7482
0.4978	6.2979	592	0.5755	0.5208	0.5755	0.7586
0.4978	6.3191	594	0.6080	0.4967	0.6080	0.7797
0.4978	6.3404	596	0.6473	0.4873	0.6473	0.8045
0.4978	6.3617	598	0.6649	0.4911	0.6649	0.8154
0.4978	6.3830	600	0.6467	0.5258	0.6467	0.8042
0.4978	6.4043	602	0.6134	0.5081	0.6134	0.7832
0.4978	6.4255	604	0.6073	0.5123	0.6073	0.7793
0.4978	6.4468	606	0.6071	0.5123	0.6071	0.7792
0.4978	6.4681	608	0.6035	0.5161	0.6035	0.7768
0.4978	6.4894	610	0.6030	0.4944	0.6030	0.7765
0.4978	6.5106	612	0.6067	0.5196	0.6067	0.7789
0.4978	6.5319	614	0.6331	0.5022	0.6331	0.7957
0.4978	6.5532	616	0.6452	0.5055	0.6452	0.8032
0.4978	6.5745	618	0.6398	0.4868	0.6398	0.7999
0.4978	6.5957	620	0.6102	0.4912	0.6102	0.7812
0.4978	6.6170	622	0.5823	0.4833	0.5823	0.7631
0.4978	6.6383	624	0.5743	0.5685	0.5743	0.7578
0.4978	6.6596	626	0.5799	0.5762	0.5799	0.7615
0.4978	6.6809	628	0.5873	0.5762	0.5873	0.7663
0.4978	6.7021	630	0.6003	0.5382	0.6003	0.7748
0.4978	6.7234	632	0.6384	0.4988	0.6384	0.7990
0.4978	6.7447	634	0.7074	0.4879	0.7074	0.8411
0.4978	6.7660	636	0.7561	0.5022	0.7561	0.8695
0.4978	6.7872	638	0.7728	0.5022	0.7728	0.8791
0.4978	6.8085	640	0.7448	0.5022	0.7448	0.8630
0.4978	6.8298	642	0.6985	0.4893	0.6985	0.8358
0.4978	6.8511	644	0.6451	0.5124	0.6451	0.8032
0.4978	6.8723	646	0.6092	0.5308	0.6092	0.7805
0.4978	6.8936	648	0.5899	0.5583	0.5899	0.7680
0.4978	6.9149	650	0.5773	0.5636	0.5773	0.7598
0.4978	6.9362	652	0.5696	0.5499	0.5696	0.7547
0.4978	6.9574	654	0.5656	0.5550	0.5656	0.7521
0.4978	6.9787	656	0.5677	0.5356	0.5677	0.7535
0.4978	7.0	658	0.5786	0.5159	0.5786	0.7607
0.4978	7.0213	660	0.5877	0.5256	0.5877	0.7666
0.4978	7.0426	662	0.5871	0.5256	0.5871	0.7662
0.4978	7.0638	664	0.5907	0.5256	0.5907	0.7686
0.4978	7.0851	666	0.5990	0.5170	0.5990	0.7739
0.4978	7.1064	668	0.6112	0.4904	0.6112	0.7818
0.4978	7.1277	670	0.6368	0.4941	0.6368	0.7980
0.4978	7.1489	672	0.6411	0.5114	0.6411	0.8007
0.4978	7.1702	674	0.6366	0.5054	0.6366	0.7979
0.4978	7.1915	676	0.6354	0.5063	0.6354	0.7971
0.4978	7.2128	678	0.6238	0.5050	0.6238	0.7898
0.4978	7.2340	680	0.5993	0.5130	0.5993	0.7742
0.4978	7.2553	682	0.5891	0.5665	0.5891	0.7675
0.4978	7.2766	684	0.5884	0.5552	0.5884	0.7671
0.4978	7.2979	686	0.5937	0.5585	0.5937	0.7705
0.4978	7.3191	688	0.5940	0.5538	0.5940	0.7707
0.4978	7.3404	690	0.5884	0.5782	0.5884	0.7671
0.4978	7.3617	692	0.5887	0.5732	0.5887	0.7673
0.4978	7.3830	694	0.5870	0.5799	0.5870	0.7662
0.4978	7.4043	696	0.5860	0.5600	0.5860	0.7655
0.4978	7.4255	698	0.5918	0.5698	0.5918	0.7693
0.4978	7.4468	700	0.6013	0.5504	0.6013	0.7754
0.4978	7.4681	702	0.6088	0.5521	0.6088	0.7802
0.4978	7.4894	704	0.6190	0.5521	0.6190	0.7868
0.4978	7.5106	706	0.6207	0.5743	0.6207	0.7879
0.4978	7.5319	708	0.6186	0.5743	0.6186	0.7865
0.4978	7.5532	710	0.6148	0.5698	0.6148	0.7841
0.4978	7.5745	712	0.6048	0.5616	0.6048	0.7777
0.4978	7.5957	714	0.5982	0.5599	0.5982	0.7735
0.4978	7.6170	716	0.5931	0.5666	0.5931	0.7701
0.4978	7.6383	718	0.5851	0.5265	0.5851	0.7649
0.4978	7.6596	720	0.5779	0.5265	0.5779	0.7602
0.4978	7.6809	722	0.5759	0.5265	0.5759	0.7589
0.4978	7.7021	724	0.5728	0.5265	0.5728	0.7568
0.4978	7.7234	726	0.5720	0.5106	0.5720	0.7563
0.4978	7.7447	728	0.5802	0.4933	0.5802	0.7617
0.4978	7.7660	730	0.5946	0.5202	0.5946	0.7711
0.4978	7.7872	732	0.6048	0.5346	0.6048	0.7777
0.4978	7.8085	734	0.6042	0.5360	0.6042	0.7773
0.4978	7.8298	736	0.6034	0.5360	0.6034	0.7768
0.4978	7.8511	738	0.6038	0.5360	0.6038	0.7771
0.4978	7.8723	740	0.6035	0.5076	0.6035	0.7769
0.4978	7.8936	742	0.6002	0.5161	0.6002	0.7747
0.4978	7.9149	744	0.5929	0.5020	0.5929	0.7700
0.4978	7.9362	746	0.5870	0.5192	0.5870	0.7662
0.4978	7.9574	748	0.5847	0.5278	0.5847	0.7647
0.4978	7.9787	750	0.5864	0.5278	0.5864	0.7658
0.4978	8.0	752	0.5891	0.5516	0.5891	0.7676
0.4978	8.0213	754	0.5884	0.5666	0.5884	0.7671
0.4978	8.0426	756	0.5885	0.5666	0.5885	0.7671
0.4978	8.0638	758	0.5870	0.5516	0.5870	0.7662
0.4978	8.0851	760	0.5830	0.5516	0.5830	0.7635
0.4978	8.1064	762	0.5804	0.5278	0.5804	0.7618
0.4978	8.1277	764	0.5820	0.5192	0.5820	0.7629
0.4978	8.1489	766	0.5864	0.5192	0.5864	0.7658
0.4978	8.1702	768	0.5943	0.5106	0.5943	0.7709
0.4978	8.1915	770	0.6018	0.5246	0.6018	0.7758
0.4978	8.2128	772	0.6050	0.5246	0.6050	0.7778
0.4978	8.2340	774	0.6065	0.5246	0.6065	0.7788
0.4978	8.2553	776	0.6082	0.5106	0.6082	0.7799
0.4978	8.2766	778	0.6070	0.5106	0.6070	0.7791
0.4978	8.2979	780	0.6016	0.5192	0.6016	0.7757
0.4978	8.3191	782	0.5937	0.5360	0.5937	0.7705
0.4978	8.3404	784	0.5884	0.5687	0.5884	0.7671
0.4978	8.3617	786	0.5874	0.5635	0.5874	0.7664
0.4978	8.3830	788	0.5831	0.5340	0.5831	0.7636
0.4978	8.4043	790	0.5774	0.5481	0.5774	0.7598
0.4978	8.4255	792	0.5738	0.5481	0.5738	0.7575
0.4978	8.4468	794	0.5729	0.5481	0.5729	0.7569
0.4978	8.4681	796	0.5742	0.5345	0.5742	0.7578
0.4978	8.4894	798	0.5788	0.5341	0.5788	0.7608
0.4978	8.5106	800	0.5894	0.5146	0.5894	0.7677
0.4978	8.5319	802	0.6049	0.5134	0.6049	0.7777
0.4978	8.5532	804	0.6256	0.54	0.6256	0.7909
0.4978	8.5745	806	0.6416	0.5293	0.6416	0.8010
0.4978	8.5957	808	0.6522	0.4924	0.6522	0.8076
0.4978	8.6170	810	0.6474	0.5021	0.6474	0.8046
0.4978	8.6383	812	0.6360	0.5247	0.6360	0.7975
0.4978	8.6596	814	0.6250	0.5432	0.6250	0.7905
0.4978	8.6809	816	0.6169	0.5452	0.6169	0.7854
0.4978	8.7021	818	0.6123	0.5677	0.6123	0.7825
0.4978	8.7234	820	0.6120	0.5730	0.6120	0.7823
0.4978	8.7447	822	0.6154	0.5582	0.6154	0.7845
0.4978	8.7660	824	0.6167	0.5679	0.6167	0.7853
0.4978	8.7872	826	0.6198	0.5426	0.6198	0.7873
0.4978	8.8085	828	0.6210	0.5426	0.6210	0.7880
0.4978	8.8298	830	0.6189	0.5441	0.6189	0.7867
0.4978	8.8511	832	0.6142	0.5426	0.6142	0.7837
0.4978	8.8723	834	0.6101	0.5487	0.6101	0.7811
0.4978	8.8936	836	0.6064	0.5848	0.6064	0.7787
0.4978	8.9149	838	0.6044	0.5730	0.6044	0.7774
0.4978	8.9362	840	0.6045	0.5857	0.6045	0.7775
0.4978	8.9574	842	0.6058	0.5841	0.6058	0.7783
0.4978	8.9787	844	0.6075	0.5532	0.6075	0.7794
0.4978	9.0	846	0.6100	0.5450	0.6100	0.7810
0.4978	9.0213	848	0.6173	0.5432	0.6173	0.7857
0.4978	9.0426	850	0.6227	0.5089	0.6227	0.7891
0.4978	9.0638	852	0.6281	0.4917	0.6281	0.7925
0.4978	9.0851	854	0.6257	0.5217	0.6257	0.7910
0.4978	9.1064	856	0.6226	0.5229	0.6226	0.7891
0.4978	9.1277	858	0.6187	0.5340	0.6187	0.7865
0.4978	9.1489	860	0.6158	0.5435	0.6158	0.7847
0.4978	9.1702	862	0.6114	0.5678	0.6114	0.7819
0.4978	9.1915	864	0.6071	0.5697	0.6071	0.7792
0.4978	9.2128	866	0.6067	0.5841	0.6067	0.7789
0.4978	9.2340	868	0.6059	0.5795	0.6059	0.7784
0.4978	9.2553	870	0.6040	0.5795	0.6040	0.7772
0.4978	9.2766	872	0.6020	0.5730	0.6020	0.7759
0.4978	9.2979	874	0.6007	0.5795	0.6007	0.7750
0.4978	9.3191	876	0.5986	0.5795	0.5986	0.7737
0.4978	9.3404	878	0.5976	0.5795	0.5976	0.7731
0.4978	9.3617	880	0.5984	0.5649	0.5984	0.7735
0.4978	9.3830	882	0.5996	0.5565	0.5996	0.7744
0.4978	9.4043	884	0.6022	0.5565	0.6022	0.7760
0.4978	9.4255	886	0.6045	0.5303	0.6045	0.7775
0.4978	9.4468	888	0.6064	0.5435	0.6064	0.7787
0.4978	9.4681	890	0.6085	0.5435	0.6085	0.7801
0.4978	9.4894	892	0.6080	0.5435	0.6080	0.7797
0.4978	9.5106	894	0.6066	0.5435	0.6066	0.7788
0.4978	9.5319	896	0.6053	0.54	0.6053	0.7780
0.4978	9.5532	898	0.6042	0.54	0.6042	0.7773
0.4978	9.5745	900	0.6021	0.5565	0.6021	0.7759
0.4978	9.5957	902	0.6007	0.5565	0.6007	0.7750
0.4978	9.6170	904	0.6001	0.5565	0.6001	0.7747
0.4978	9.6383	906	0.6002	0.5565	0.6002	0.7747
0.4978	9.6596	908	0.5997	0.5331	0.5997	0.7744
0.4978	9.6809	910	0.5984	0.5331	0.5984	0.7736
0.4978	9.7021	912	0.5974	0.5331	0.5974	0.7729
0.4978	9.7234	914	0.5959	0.5331	0.5959	0.7719
0.4978	9.7447	916	0.5948	0.5345	0.5948	0.7712
0.4978	9.7660	918	0.5939	0.5583	0.5939	0.7707
0.4978	9.7872	920	0.5937	0.5583	0.5937	0.7705
0.4978	9.8085	922	0.5938	0.5583	0.5938	0.7706
0.4978	9.8298	924	0.5939	0.5345	0.5939	0.7706
0.4978	9.8511	926	0.5942	0.5345	0.5942	0.7708
0.4978	9.8723	928	0.5943	0.5345	0.5943	0.7709
0.4978	9.8936	930	0.5944	0.5345	0.5944	0.7710
0.4978	9.9149	932	0.5946	0.5331	0.5946	0.7711
0.4978	9.9362	934	0.5948	0.5331	0.5948	0.7712
0.4978	9.9574	936	0.5951	0.5331	0.5951	0.7714
0.4978	9.9787	938	0.5953	0.5331	0.5953	0.7716
0.4978	10.0	940	0.5954	0.5331	0.5954	0.7716

Framework versions

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