ArabicNewSplits5_FineTuningAraBERT_run2_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: 0.5850
• Qwk: 0.5430
• Mse: 0.5850
• Rmse: 0.7649

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	1.1704	0.2060	1.1704	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	1.4875	0.1894	1.4875	1.2196
No log	0.8298	78	1.5704	0.1701	1.5704	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	0.8480	0.3760	0.8480	0.9209
No log	1.1064	104	1.1804	0.2886	1.1804	1.0865
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	2.1799	0.1436	2.1799	1.4765
No log	1.1915	112	1.6865	0.2143	1.6865	1.2986
No log	1.2128	114	1.0246	0.2996	1.0246	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	0.7865
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	0.7196	0.4742	0.7196	0.8483
No log	1.3404	126	0.8701	0.3999	0.8701	0.9328
No log	1.3617	128	1.1658	0.3886	1.1658	1.0797
No log	1.3830	130	1.2592	0.3390	1.2592	1.1222
No log	1.4043	132	1.2949	0.3261	1.2949	1.1379
No log	1.4255	134	1.0432	0.3922	1.0432	1.0214
No log	1.4468	136	0.8562	0.4063	0.8562	0.9253
No log	1.4681	138	0.8275	0.4495	0.8275	0.9097
No log	1.4894	140	0.9040	0.4289	0.9040	0.9508
No log	1.5106	142	1.0761	0.4136	1.0761	1.0374
No log	1.5319	144	1.0780	0.4153	1.0780	1.0383
No log	1.5532	146	0.9826	0.4529	0.9826	0.9913
No log	1.5745	148	0.9700	0.4940	0.9700	0.9849
No log	1.5957	150	0.9920	0.4509	0.9920	0.9960
No log	1.6170	152	1.0998	0.4110	1.0998	1.0487
No log	1.6383	154	1.2463	0.3441	1.2463	1.1164
No log	1.6596	156	1.3073	0.3166	1.3073	1.1434
No log	1.6809	158	1.3254	0.2976	1.3254	1.1513
No log	1.7021	160	1.0669	0.3824	1.0669	1.0329
No log	1.7234	162	0.8731	0.4132	0.8731	0.9344
No log	1.7447	164	0.6797	0.4464	0.6797	0.8245
No log	1.7660	166	0.6379	0.4394	0.6379	0.7987
No log	1.7872	168	0.6385	0.4327	0.6385	0.7991
No log	1.8085	170	0.7180	0.4679	0.7180	0.8473
No log	1.8298	172	0.9268	0.3786	0.9268	0.9627
No log	1.8511	174	1.0302	0.3879	1.0302	1.0150
No log	1.8723	176	0.8911	0.4559	0.8911	0.9440
No log	1.8936	178	0.7719	0.5098	0.7719	0.8786
No log	1.9149	180	0.7242	0.5246	0.7242	0.8510
No log	1.9362	182	0.7301	0.5147	0.7301	0.8545
No log	1.9574	184	0.7556	0.5236	0.7556	0.8692
No log	1.9787	186	0.9457	0.4216	0.9457	0.9725
No log	2.0	188	1.3337	0.2626	1.3337	1.1549
No log	2.0213	190	1.4517	0.2443	1.4517	1.2048
No log	2.0426	192	1.2370	0.3550	1.2370	1.1122
No log	2.0638	194	1.0400	0.4054	1.0400	1.0198
No log	2.0851	196	0.8729	0.4092	0.8729	0.9343
No log	2.1064	198	0.7784	0.4970	0.7784	0.8823
No log	2.1277	200	0.7661	0.5088	0.7661	0.8753
No log	2.1489	202	0.7745	0.4992	0.7745	0.8801
No log	2.1702	204	0.7587	0.4770	0.7587	0.8711
No log	2.1915	206	0.7699	0.4767	0.7699	0.8774
No log	2.2128	208	0.7940	0.5040	0.7940	0.8910
No log	2.2340	210	0.8059	0.5152	0.8059	0.8977
No log	2.2553	212	0.8266	0.4602	0.8266	0.9092
No log	2.2766	214	0.8624	0.4257	0.8624	0.9286
No log	2.2979	216	0.8244	0.4609	0.8244	0.9080
No log	2.3191	218	0.7293	0.4442	0.7293	0.8540
No log	2.3404	220	0.6892	0.4371	0.6892	0.8302
No log	2.3617	222	0.7045	0.4172	0.7045	0.8393
No log	2.3830	224	0.7287	0.4426	0.7287	0.8536
No log	2.4043	226	0.7606	0.4500	0.7606	0.8721
No log	2.4255	228	0.7846	0.4494	0.7846	0.8858
No log	2.4468	230	0.7808	0.4358	0.7808	0.8836
No log	2.4681	232	0.7642	0.4240	0.7642	0.8742
No log	2.4894	234	0.7461	0.3929	0.7461	0.8637
No log	2.5106	236	0.7176	0.4655	0.7176	0.8471
No log	2.5319	238	0.6830	0.4495	0.6830	0.8264
No log	2.5532	240	0.6578	0.4846	0.6578	0.8110
No log	2.5745	242	0.6534	0.4501	0.6534	0.8084
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	0.6605	0.3922	0.6605	0.8127
No log	2.6596	250	0.6945	0.3939	0.6945	0.8333
No log	2.6809	252	0.6792	0.4917	0.6792	0.8241
No log	2.7021	254	0.6540	0.5181	0.6540	0.8087
No log	2.7234	256	0.6700	0.5286	0.6700	0.8185
No log	2.7447	258	0.7132	0.5200	0.7132	0.8445
No log	2.7660	260	0.7029	0.5089	0.7029	0.8384
No log	2.7872	262	0.6916	0.5280	0.6916	0.8316
No log	2.8085	264	0.6921	0.5278	0.6921	0.8319
No log	2.8298	266	0.7310	0.5644	0.7310	0.8550
No log	2.8511	268	0.7382	0.5574	0.7382	0.8592
No log	2.8723	270	0.6844	0.5662	0.6844	0.8273
No log	2.8936	272	0.6642	0.5289	0.6642	0.8150
No log	2.9149	274	0.6693	0.5413	0.6693	0.8181
No log	2.9362	276	0.6737	0.5317	0.6737	0.8208
No log	2.9574	278	0.6852	0.5301	0.6852	0.8277
No log	2.9787	280	0.6672	0.5345	0.6672	0.8168
No log	3.0	282	0.6736	0.5588	0.6736	0.8208
No log	3.0213	284	0.6945	0.5701	0.6945	0.8334
No log	3.0426	286	0.7018	0.5654	0.7018	0.8378
No log	3.0638	288	0.6655	0.5281	0.6655	0.8158
No log	3.0851	290	0.7038	0.5025	0.7038	0.8389
No log	3.1064	292	0.7874	0.4989	0.7874	0.8873
No log	3.1277	294	0.7700	0.5089	0.7700	0.8775
No log	3.1489	296	0.7080	0.5322	0.7080	0.8414
No log	3.1702	298	0.7474	0.5340	0.7474	0.8645
No log	3.1915	300	0.8830	0.4930	0.8830	0.9397
No log	3.2128	302	0.8978	0.4607	0.8978	0.9475
No log	3.2340	304	0.7918	0.5349	0.7918	0.8898
No log	3.2553	306	0.6861	0.5816	0.6861	0.8283
No log	3.2766	308	0.7262	0.4815	0.7262	0.8522
No log	3.2979	310	0.8216	0.4718	0.8216	0.9064
No log	3.3191	312	0.8127	0.4632	0.8127	0.9015
No log	3.3404	314	0.7036	0.4438	0.7036	0.8388
No log	3.3617	316	0.6029	0.5583	0.6029	0.7765
No log	3.3830	318	0.7120	0.4977	0.7120	0.8438
No log	3.4043	320	0.8025	0.4637	0.8025	0.8958
No log	3.4255	322	0.7269	0.5073	0.7269	0.8526
No log	3.4468	324	0.6278	0.5156	0.6278	0.7923
No log	3.4681	326	0.6711	0.4595	0.6711	0.8192
No log	3.4894	328	0.8085	0.4735	0.8085	0.8992
No log	3.5106	330	0.8389	0.4654	0.8389	0.9159
No log	3.5319	332	0.7693	0.4799	0.7693	0.8771
No log	3.5532	334	0.7043	0.5154	0.7043	0.8392
No log	3.5745	336	0.7065	0.5012	0.7065	0.8405
No log	3.5957	338	0.8324	0.4854	0.8324	0.9124
No log	3.6170	340	0.9989	0.3864	0.9989	0.9994
No log	3.6383	342	1.1420	0.3351	1.1420	1.0687
No log	3.6596	344	1.0804	0.3377	1.0804	1.0394
No log	3.6809	346	0.9251	0.4447	0.9251	0.9618
No log	3.7021	348	0.7846	0.5168	0.7846	0.8858
No log	3.7234	350	0.7287	0.4920	0.7287	0.8537
No log	3.7447	352	0.7084	0.5203	0.7084	0.8417
No log	3.7660	354	0.6869	0.5351	0.6869	0.8288
No log	3.7872	356	0.6698	0.5117	0.6698	0.8184
No log	3.8085	358	0.6286	0.4874	0.6286	0.7928
No log	3.8298	360	0.6208	0.4773	0.6208	0.7879
No log	3.8511	362	0.6318	0.4666	0.6318	0.7948
No log	3.8723	364	0.6284	0.4666	0.6284	0.7927
No log	3.8936	366	0.6063	0.4627	0.6063	0.7786
No log	3.9149	368	0.5927	0.4443	0.5927	0.7699
No log	3.9362	370	0.5782	0.4791	0.5782	0.7604
No log	3.9574	372	0.5734	0.4769	0.5734	0.7572
No log	3.9787	374	0.5710	0.4699	0.5710	0.7556
No log	4.0	376	0.5664	0.4944	0.5664	0.7526
No log	4.0213	378	0.5730	0.4822	0.5730	0.7570
No log	4.0426	380	0.5898	0.4432	0.5898	0.7680
No log	4.0638	382	0.5948	0.4662	0.5948	0.7712
No log	4.0851	384	0.5769	0.4727	0.5769	0.7595
No log	4.1064	386	0.5673	0.4892	0.5673	0.7532
No log	4.1277	388	0.5812	0.5228	0.5812	0.7624
No log	4.1489	390	0.5902	0.5234	0.5902	0.7682
No log	4.1702	392	0.5893	0.5054	0.5893	0.7677
No log	4.1915	394	0.5919	0.5101	0.5919	0.7694
No log	4.2128	396	0.5928	0.5352	0.5928	0.7699
No log	4.2340	398	0.6000	0.5436	0.6000	0.7746
No log	4.2553	400	0.5993	0.5436	0.5993	0.7741
No log	4.2766	402	0.6095	0.5378	0.6095	0.7807
No log	4.2979	404	0.6470	0.4901	0.6470	0.8044
No log	4.3191	406	0.7231	0.4883	0.7231	0.8504
No log	4.3404	408	0.7508	0.4734	0.7508	0.8665
No log	4.3617	410	0.6945	0.4923	0.6945	0.8333
No log	4.3830	412	0.6372	0.5069	0.6372	0.7983
No log	4.4043	414	0.5947	0.5059	0.5947	0.7712
No log	4.4255	416	0.6141	0.5377	0.6141	0.7837
No log	4.4468	418	0.6444	0.5177	0.6444	0.8028
No log	4.4681	420	0.6469	0.5274	0.6469	0.8043
No log	4.4894	422	0.6254	0.5340	0.6254	0.7908
No log	4.5106	424	0.5885	0.5487	0.5885	0.7671
No log	4.5319	426	0.5844	0.4953	0.5844	0.7645
No log	4.5532	428	0.6057	0.4516	0.6057	0.7783
No log	4.5745	430	0.6107	0.4337	0.6107	0.7815
No log	4.5957	432	0.5892	0.5027	0.5892	0.7676
No log	4.6170	434	0.5797	0.5129	0.5797	0.7614
No log	4.6383	436	0.5826	0.5074	0.5826	0.7633
No log	4.6596	438	0.5783	0.4845	0.5783	0.7604
No log	4.6809	440	0.5859	0.4485	0.5859	0.7654
No log	4.7021	442	0.6017	0.4202	0.6017	0.7757
No log	4.7234	444	0.6020	0.4202	0.6020	0.7759
No log	4.7447	446	0.5873	0.4619	0.5873	0.7664
No log	4.7660	448	0.5932	0.4783	0.5932	0.7702
No log	4.7872	450	0.6030	0.4974	0.6030	0.7765
No log	4.8085	452	0.6033	0.4797	0.6033	0.7767
No log	4.8298	454	0.6020	0.4797	0.6020	0.7759
No log	4.8511	456	0.6039	0.4882	0.6039	0.7771
No log	4.8723	458	0.5993	0.4738	0.5993	0.7741
No log	4.8936	460	0.5999	0.4568	0.5999	0.7745
No log	4.9149	462	0.6026	0.4922	0.6026	0.7763
No log	4.9362	464	0.6055	0.5156	0.6055	0.7781
No log	4.9574	466	0.6060	0.4948	0.6060	0.7784
No log	4.9787	468	0.6126	0.5003	0.6126	0.7827
No log	5.0	470	0.6215	0.5303	0.6215	0.7883
No log	5.0213	472	0.6484	0.4825	0.6484	0.8052
No log	5.0426	474	0.6509	0.4666	0.6509	0.8068
No log	5.0638	476	0.6104	0.4970	0.6104	0.7813
No log	5.0851	478	0.5820	0.4784	0.5820	0.7629
No log	5.1064	480	0.5770	0.4986	0.5770	0.7596
No log	5.1277	482	0.5728	0.5354	0.5728	0.7568
No log	5.1489	484	0.5744	0.5518	0.5744	0.7579
No log	5.1702	486	0.5886	0.5507	0.5886	0.7672
No log	5.1915	488	0.6011	0.5179	0.6011	0.7753
No log	5.2128	490	0.5946	0.5507	0.5946	0.7711
No log	5.2340	492	0.5823	0.5421	0.5823	0.7631
No log	5.2553	494	0.5868	0.5586	0.5868	0.7660
No log	5.2766	496	0.6046	0.5686	0.6046	0.7776
No log	5.2979	498	0.6406	0.5088	0.6406	0.8004
0.4984	5.3191	500	0.6637	0.5135	0.6637	0.8147
0.4984	5.3404	502	0.6680	0.5003	0.6680	0.8173
0.4984	5.3617	504	0.6435	0.5083	0.6435	0.8022
0.4984	5.3830	506	0.6313	0.5147	0.6313	0.7945
0.4984	5.4043	508	0.6188	0.5171	0.6188	0.7867
0.4984	5.4255	510	0.6276	0.5140	0.6276	0.7922
0.4984	5.4468	512	0.6292	0.4936	0.6292	0.7932
0.4984	5.4681	514	0.6163	0.4934	0.6163	0.7850
0.4984	5.4894	516	0.5890	0.5124	0.5890	0.7674
0.4984	5.5106	518	0.5602	0.4985	0.5602	0.7485
0.4984	5.5319	520	0.5579	0.4695	0.5579	0.7469
0.4984	5.5532	522	0.5809	0.4784	0.5809	0.7622
0.4984	5.5745	524	0.6152	0.4773	0.6152	0.7843
0.4984	5.5957	526	0.6293	0.4773	0.6293	0.7933
0.4984	5.6170	528	0.6235	0.4487	0.6235	0.7896
0.4984	5.6383	530	0.6017	0.5323	0.6017	0.7757
0.4984	5.6596	532	0.5903	0.4762	0.5903	0.7683
0.4984	5.6809	534	0.6095	0.5506	0.6095	0.7807
0.4984	5.7021	536	0.6407	0.5377	0.6407	0.8005
0.4984	5.7234	538	0.6636	0.5067	0.6636	0.8146
0.4984	5.7447	540	0.6595	0.5190	0.6595	0.8121
0.4984	5.7660	542	0.6420	0.5205	0.6420	0.8013
0.4984	5.7872	544	0.6249	0.5342	0.6249	0.7905
0.4984	5.8085	546	0.6246	0.5187	0.6246	0.7903
0.4984	5.8298	548	0.6311	0.5364	0.6311	0.7944
0.4984	5.8511	550	0.6391	0.5262	0.6391	0.7994
0.4984	5.8723	552	0.6279	0.4924	0.6279	0.7924
0.4984	5.8936	554	0.6191	0.4963	0.6191	0.7868
0.4984	5.9149	556	0.6164	0.5030	0.6164	0.7851
0.4984	5.9362	558	0.6220	0.5332	0.6220	0.7887
0.4984	5.9574	560	0.6180	0.5230	0.6180	0.7861
0.4984	5.9787	562	0.6186	0.5295	0.6186	0.7865
0.4984	6.0	564	0.6098	0.5295	0.6098	0.7809
0.4984	6.0213	566	0.5986	0.5275	0.5986	0.7737
0.4984	6.0426	568	0.6038	0.5275	0.6038	0.7771
0.4984	6.0638	570	0.6174	0.5429	0.6174	0.7858
0.4984	6.0851	572	0.6181	0.5347	0.6181	0.7862
0.4984	6.1064	574	0.6230	0.5397	0.6230	0.7893
0.4984	6.1277	576	0.6439	0.5109	0.6439	0.8024
0.4984	6.1489	578	0.6691	0.4776	0.6691	0.8180
0.4984	6.1702	580	0.6647	0.4981	0.6647	0.8153
0.4984	6.1915	582	0.6294	0.5048	0.6294	0.7934
0.4984	6.2128	584	0.5885	0.5075	0.5885	0.7671
0.4984	6.2340	586	0.5647	0.4619	0.5647	0.7514
0.4984	6.2553	588	0.5613	0.4923	0.5613	0.7492
0.4984	6.2766	590	0.5616	0.4923	0.5616	0.7494
0.4984	6.2979	592	0.5675	0.4619	0.5675	0.7533
0.4984	6.3191	594	0.5849	0.5182	0.5849	0.7648
0.4984	6.3404	596	0.6162	0.5325	0.6162	0.7850
0.4984	6.3617	598	0.6400	0.5059	0.6400	0.8000
0.4984	6.3830	600	0.6350	0.5297	0.6350	0.7969
0.4984	6.4043	602	0.6110	0.5230	0.6110	0.7817
0.4984	6.4255	604	0.6038	0.5078	0.6038	0.7770
0.4984	6.4468	606	0.6020	0.5098	0.6020	0.7759
0.4984	6.4681	608	0.5957	0.5098	0.5957	0.7718
0.4984	6.4894	610	0.5940	0.5428	0.5940	0.7707
0.4984	6.5106	612	0.5928	0.5010	0.5928	0.7699
0.4984	6.5319	614	0.6083	0.5158	0.6083	0.7799
0.4984	6.5532	616	0.6234	0.5022	0.6234	0.7895
0.4984	6.5745	618	0.6288	0.5022	0.6288	0.7930
0.4984	6.5957	620	0.6103	0.4813	0.6103	0.7812
0.4984	6.6170	622	0.5849	0.5270	0.5849	0.7648
0.4984	6.6383	624	0.5738	0.4963	0.5738	0.7575
0.4984	6.6596	626	0.5767	0.5297	0.5767	0.7594
0.4984	6.6809	628	0.5844	0.5451	0.5844	0.7645
0.4984	6.7021	630	0.5950	0.5192	0.5950	0.7714
0.4984	6.7234	632	0.6209	0.4890	0.6209	0.7880
0.4984	6.7447	634	0.6684	0.4994	0.6684	0.8176
0.4984	6.7660	636	0.6964	0.4825	0.6964	0.8345
0.4984	6.7872	638	0.7273	0.5077	0.7273	0.8528
0.4984	6.8085	640	0.7193	0.5030	0.7193	0.8481
0.4984	6.8298	642	0.6878	0.4825	0.6878	0.8293
0.4984	6.8511	644	0.6389	0.4879	0.6389	0.7993
0.4984	6.8723	646	0.5983	0.5065	0.5983	0.7735
0.4984	6.8936	648	0.5777	0.5126	0.5777	0.7601
0.4984	6.9149	650	0.5655	0.5501	0.5655	0.7520
0.4984	6.9362	652	0.5602	0.5344	0.5602	0.7485
0.4984	6.9574	654	0.5574	0.5344	0.5574	0.7466
0.4984	6.9787	656	0.5585	0.5003	0.5585	0.7473
0.4984	7.0	658	0.5677	0.5030	0.5677	0.7534
0.4984	7.0213	660	0.5748	0.5303	0.5748	0.7582
0.4984	7.0426	662	0.5747	0.5372	0.5747	0.7581
0.4984	7.0638	664	0.5799	0.5195	0.5799	0.7615
0.4984	7.0851	666	0.5934	0.5237	0.5934	0.7703
0.4984	7.1064	668	0.6120	0.4820	0.6120	0.7823
0.4984	7.1277	670	0.6463	0.4967	0.6463	0.8039
0.4984	7.1489	672	0.6553	0.5018	0.6553	0.8095
0.4984	7.1702	674	0.6520	0.4958	0.6520	0.8074
0.4984	7.1915	676	0.6510	0.5167	0.6510	0.8068
0.4984	7.2128	678	0.6351	0.4931	0.6351	0.7969
0.4984	7.2340	680	0.6025	0.5035	0.6025	0.7762
0.4984	7.2553	682	0.5834	0.5339	0.5834	0.7638
0.4984	7.2766	684	0.5793	0.5700	0.5793	0.7611
0.4984	7.2979	686	0.5843	0.5687	0.5843	0.7644
0.4984	7.3191	688	0.5860	0.5687	0.5860	0.7655
0.4984	7.3404	690	0.5819	0.5864	0.5819	0.7629
0.4984	7.3617	692	0.5821	0.5534	0.5821	0.7630
0.4984	7.3830	694	0.5809	0.5451	0.5809	0.7622
0.4984	7.4043	696	0.5799	0.5534	0.5799	0.7615
0.4984	7.4255	698	0.5815	0.5534	0.5815	0.7626
0.4984	7.4468	700	0.5855	0.5617	0.5855	0.7652
0.4984	7.4681	702	0.5906	0.5617	0.5906	0.7685
0.4984	7.4894	704	0.5998	0.5617	0.5998	0.7745
0.4984	7.5106	706	0.6029	0.5583	0.6029	0.7765
0.4984	7.5319	708	0.5984	0.5451	0.5984	0.7735
0.4984	7.5532	710	0.5925	0.5617	0.5925	0.7697
0.4984	7.5745	712	0.5840	0.5617	0.5840	0.7642
0.4984	7.5957	714	0.5780	0.5600	0.5780	0.7603
0.4984	7.6170	716	0.5732	0.5517	0.5732	0.7571
0.4984	7.6383	718	0.5665	0.5199	0.5665	0.7527
0.4984	7.6596	720	0.5622	0.5059	0.5622	0.7498
0.4984	7.6809	722	0.5619	0.5311	0.5619	0.7496
0.4984	7.7021	724	0.5599	0.5224	0.5599	0.7483
0.4984	7.7234	726	0.5593	0.4896	0.5593	0.7479
0.4984	7.7447	728	0.5678	0.4913	0.5678	0.7535
0.4984	7.7660	730	0.5823	0.5270	0.5823	0.7631
0.4984	7.7872	732	0.5924	0.5256	0.5924	0.7697
0.4984	7.8085	734	0.5916	0.5202	0.5916	0.7692
0.4984	7.8298	736	0.5904	0.5202	0.5904	0.7684
0.4984	7.8511	738	0.5912	0.4980	0.5912	0.7689
0.4984	7.8723	740	0.5901	0.5142	0.5901	0.7682
0.4984	7.8936	742	0.5846	0.5161	0.5846	0.7646
0.4984	7.9149	744	0.5785	0.5040	0.5785	0.7606
0.4984	7.9362	746	0.5755	0.5212	0.5755	0.7586
0.4984	7.9574	748	0.5754	0.5769	0.5754	0.7585
0.4984	7.9787	750	0.5772	0.5449	0.5772	0.7597
0.4984	8.0	752	0.5806	0.5449	0.5806	0.7620
0.4984	8.0213	754	0.5801	0.5600	0.5801	0.7616
0.4984	8.0426	756	0.5797	0.5600	0.5797	0.7614
0.4984	8.0638	758	0.5776	0.5449	0.5776	0.7600
0.4984	8.0851	760	0.5734	0.5278	0.5734	0.7572
0.4984	8.1064	762	0.5711	0.5192	0.5711	0.7557
0.4984	8.1277	764	0.5721	0.5020	0.5721	0.7563
0.4984	8.1489	766	0.5761	0.5020	0.5761	0.7590
0.4984	8.1702	768	0.5836	0.5161	0.5836	0.7639
0.4984	8.1915	770	0.5904	0.5161	0.5904	0.7684
0.4984	8.2128	772	0.5928	0.5161	0.5928	0.7699
0.4984	8.2340	774	0.5933	0.5161	0.5933	0.7702
0.4984	8.2553	776	0.5930	0.5161	0.5930	0.7701
0.4984	8.2766	778	0.5909	0.5246	0.5909	0.7687
0.4984	8.2979	780	0.5858	0.5199	0.5858	0.7654
0.4984	8.3191	782	0.5799	0.5311	0.5799	0.7615
0.4984	8.3404	784	0.5761	0.5550	0.5761	0.7590
0.4984	8.3617	786	0.5752	0.5702	0.5752	0.7584
0.4984	8.3830	788	0.5708	0.5517	0.5708	0.7555
0.4984	8.4043	790	0.5651	0.5550	0.5651	0.7517
0.4984	8.4255	792	0.5614	0.5568	0.5614	0.7493
0.4984	8.4468	794	0.5595	0.5568	0.5595	0.7480
0.4984	8.4681	796	0.5602	0.5218	0.5602	0.7485
0.4984	8.4894	798	0.5630	0.5218	0.5630	0.7504
0.4984	8.5106	800	0.5706	0.5090	0.5706	0.7554
0.4984	8.5319	802	0.5834	0.5058	0.5834	0.7638
0.4984	8.5532	804	0.6017	0.5165	0.6017	0.7757
0.4984	8.5745	806	0.6181	0.5218	0.6181	0.7862
0.4984	8.5957	808	0.6303	0.4978	0.6303	0.7939
0.4984	8.6170	810	0.6280	0.4864	0.6280	0.7925
0.4984	8.6383	812	0.6190	0.5322	0.6190	0.7868
0.4984	8.6596	814	0.6105	0.5221	0.6105	0.7813
0.4984	8.6809	816	0.6044	0.5452	0.6044	0.7774
0.4984	8.7021	818	0.6010	0.5566	0.6010	0.7753
0.4984	8.7234	820	0.6010	0.5769	0.6010	0.7753
0.4984	8.7447	822	0.6043	0.5702	0.6043	0.7774
0.4984	8.7660	824	0.6052	0.5785	0.6052	0.7779
0.4984	8.7872	826	0.6078	0.5438	0.6078	0.7796
0.4984	8.8085	828	0.6092	0.5458	0.6092	0.7805
0.4984	8.8298	830	0.6075	0.5327	0.6075	0.7794
0.4984	8.8511	832	0.6051	0.5323	0.6051	0.7779
0.4984	8.8723	834	0.6021	0.5519	0.6021	0.7760
0.4984	8.8936	836	0.5988	0.5519	0.5988	0.7738
0.4984	8.9149	838	0.5950	0.5586	0.5950	0.7714
0.4984	8.9362	840	0.5923	0.5718	0.5923	0.7696
0.4984	8.9574	842	0.5913	0.5815	0.5913	0.7689
0.4984	8.9787	844	0.5930	0.5921	0.5930	0.7701
0.4984	9.0	846	0.5963	0.5697	0.5963	0.7722
0.4984	9.0213	848	0.6043	0.5221	0.6043	0.7774
0.4984	9.0426	850	0.6109	0.4816	0.6109	0.7816
0.4984	9.0638	852	0.6177	0.4727	0.6177	0.7859
0.4984	9.0851	854	0.6166	0.4727	0.6166	0.7853
0.4984	9.1064	856	0.6132	0.4809	0.6132	0.7831
0.4984	9.1277	858	0.6086	0.5065	0.6086	0.7801
0.4984	9.1489	860	0.6053	0.5221	0.6053	0.7780
0.4984	9.1702	862	0.6007	0.5565	0.6007	0.7750
0.4984	9.1915	864	0.5969	0.5795	0.5969	0.7726
0.4984	9.2128	866	0.5965	0.5795	0.5965	0.7723
0.4984	9.2340	868	0.5962	0.5795	0.5962	0.7721
0.4984	9.2553	870	0.5945	0.5795	0.5945	0.7711
0.4984	9.2766	872	0.5926	0.5749	0.5926	0.7698
0.4984	9.2979	874	0.5914	0.5815	0.5914	0.7690
0.4984	9.3191	876	0.5896	0.5815	0.5896	0.7678
0.4984	9.3404	878	0.5889	0.5815	0.5889	0.7674
0.4984	9.3617	880	0.5898	0.5815	0.5898	0.7680
0.4984	9.3830	882	0.5912	0.5668	0.5912	0.7689
0.4984	9.4043	884	0.5939	0.5668	0.5939	0.7706
0.4984	9.4255	886	0.5963	0.5246	0.5963	0.7722
0.4984	9.4468	888	0.5979	0.5084	0.5979	0.7732
0.4984	9.4681	890	0.5995	0.5084	0.5995	0.7743
0.4984	9.4894	892	0.5988	0.5084	0.5988	0.7738
0.4984	9.5106	894	0.5972	0.5095	0.5972	0.7728
0.4984	9.5319	896	0.5958	0.5430	0.5958	0.7719
0.4984	9.5532	898	0.5945	0.5430	0.5945	0.7711
0.4984	9.5745	900	0.5923	0.5668	0.5923	0.7696
0.4984	9.5957	902	0.5906	0.5668	0.5906	0.7685
0.4984	9.6170	904	0.5897	0.5668	0.5897	0.7679
0.4984	9.6383	906	0.5895	0.5430	0.5895	0.7678
0.4984	9.6596	908	0.5889	0.5430	0.5889	0.7674
0.4984	9.6809	910	0.5877	0.5430	0.5877	0.7666
0.4984	9.7021	912	0.5868	0.5430	0.5868	0.7660
0.4984	9.7234	914	0.5856	0.5430	0.5856	0.7652
0.4984	9.7447	916	0.5846	0.5430	0.5846	0.7646
0.4984	9.7660	918	0.5839	0.5430	0.5839	0.7641
0.4984	9.7872	920	0.5838	0.5430	0.5838	0.7640
0.4984	9.8085	922	0.5838	0.5430	0.5838	0.7641
0.4984	9.8298	924	0.5838	0.5430	0.5838	0.7641
0.4984	9.8511	926	0.5840	0.5430	0.5840	0.7642
0.4984	9.8723	928	0.5841	0.5430	0.5841	0.7643
0.4984	9.8936	930	0.5842	0.5430	0.5842	0.7644
0.4984	9.9149	932	0.5844	0.5430	0.5844	0.7645
0.4984	9.9362	934	0.5845	0.5430	0.5845	0.7646
0.4984	9.9574	936	0.5848	0.5430	0.5848	0.7647
0.4984	9.9787	938	0.5850	0.5430	0.5850	0.7648
0.4984	10.0	940	0.5850	0.5430	0.5850	0.7649

Framework versions

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