ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k3_task5_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: 0.5486
• Qwk: 0.6548
• Mse: 0.5486
• Rmse: 0.7407

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	0.2	2	3.9504	0.0069	3.9504	1.9875
No log	0.4	4	2.1315	0.0159	2.1315	1.4600
No log	0.6	6	1.3299	0.0389	1.3299	1.1532
No log	0.8	8	1.0077	0.2490	1.0077	1.0038
No log	1.0	10	0.9895	0.2061	0.9895	0.9947
No log	1.2	12	1.0008	0.2214	1.0008	1.0004
No log	1.4	14	1.0395	0.1755	1.0395	1.0196
No log	1.6	16	1.1258	0.1989	1.1258	1.0610
No log	1.8	18	1.3289	-0.0361	1.3289	1.1528
No log	2.0	20	1.1920	0.1416	1.1920	1.0918
No log	2.2	22	0.9889	0.2192	0.9889	0.9945
No log	2.4	24	0.9326	0.3506	0.9326	0.9657
No log	2.6	26	0.8953	0.3625	0.8953	0.9462
No log	2.8	28	0.8942	0.3139	0.8942	0.9456
No log	3.0	30	0.9177	0.3139	0.9177	0.9580
No log	3.2	32	0.8837	0.3528	0.8837	0.9401
No log	3.4	34	0.9134	0.1810	0.9134	0.9557
No log	3.6	36	0.8882	0.2214	0.8882	0.9424
No log	3.8	38	0.8834	0.3603	0.8834	0.9399
No log	4.0	40	1.0921	0.3126	1.0921	1.0451
No log	4.2	42	1.2559	0.2222	1.2559	1.1207
No log	4.4	44	1.1002	0.3796	1.1002	1.0489
No log	4.6	46	0.8046	0.4180	0.8046	0.8970
No log	4.8	48	0.7969	0.5334	0.7969	0.8927
No log	5.0	50	1.0705	0.4407	1.0705	1.0347
No log	5.2	52	1.1779	0.2273	1.1779	1.0853
No log	5.4	54	0.9951	0.2941	0.9951	0.9976
No log	5.6	56	0.7304	0.6188	0.7304	0.8546
No log	5.8	58	0.6531	0.5832	0.6531	0.8082
No log	6.0	60	0.7201	0.5969	0.7201	0.8486
No log	6.2	62	0.9135	0.4968	0.9135	0.9558
No log	6.4	64	1.0198	0.3138	1.0198	1.0099
No log	6.6	66	0.9873	0.3382	0.9873	0.9936
No log	6.8	68	0.8615	0.5196	0.8615	0.9282
No log	7.0	70	0.8124	0.5374	0.8124	0.9014
No log	7.2	72	0.7867	0.5081	0.7867	0.8870
No log	7.4	74	0.7667	0.5081	0.7667	0.8756
No log	7.6	76	0.7436	0.5471	0.7436	0.8623
No log	7.8	78	0.7655	0.5545	0.7655	0.8750
No log	8.0	80	0.8169	0.5662	0.8169	0.9038
No log	8.2	82	0.8385	0.5337	0.8385	0.9157
No log	8.4	84	0.8795	0.5089	0.8795	0.9378
No log	8.6	86	0.8312	0.5229	0.8312	0.9117
No log	8.8	88	0.8471	0.5368	0.8471	0.9204
No log	9.0	90	0.8338	0.4423	0.8338	0.9131
No log	9.2	92	0.7546	0.4712	0.7546	0.8687
No log	9.4	94	0.6683	0.5786	0.6683	0.8175
No log	9.6	96	0.6588	0.5809	0.6588	0.8117
No log	9.8	98	0.6669	0.6962	0.6669	0.8166
No log	10.0	100	0.7475	0.5944	0.7475	0.8646
No log	10.2	102	0.8675	0.5597	0.8675	0.9314
No log	10.4	104	0.7696	0.5532	0.7696	0.8773
No log	10.6	106	0.7252	0.5968	0.7252	0.8516
No log	10.8	108	0.6766	0.6084	0.6766	0.8226
No log	11.0	110	0.6547	0.6301	0.6547	0.8092
No log	11.2	112	0.6311	0.6606	0.6311	0.7944
No log	11.4	114	0.6388	0.6656	0.6388	0.7992
No log	11.6	116	0.7593	0.6123	0.7593	0.8714
No log	11.8	118	0.7555	0.6054	0.7555	0.8692
No log	12.0	120	0.6434	0.6157	0.6434	0.8021
No log	12.2	122	0.6230	0.6509	0.6230	0.7893
No log	12.4	124	0.6223	0.6720	0.6223	0.7888
No log	12.6	126	0.6296	0.6374	0.6296	0.7935
No log	12.8	128	0.6328	0.6330	0.6328	0.7955
No log	13.0	130	0.6723	0.6228	0.6723	0.8199
No log	13.2	132	0.7886	0.4910	0.7886	0.8880
No log	13.4	134	0.7987	0.4898	0.7987	0.8937
No log	13.6	136	0.7207	0.6099	0.7207	0.8489
No log	13.8	138	0.6563	0.6886	0.6563	0.8101
No log	14.0	140	0.6293	0.6493	0.6293	0.7933
No log	14.2	142	0.6124	0.6473	0.6124	0.7825
No log	14.4	144	0.6204	0.6430	0.6204	0.7877
No log	14.6	146	0.6758	0.5968	0.6758	0.8221
No log	14.8	148	0.6918	0.5968	0.6918	0.8317
No log	15.0	150	0.6415	0.6237	0.6415	0.8009
No log	15.2	152	0.6269	0.5923	0.6269	0.7918
No log	15.4	154	0.6332	0.5606	0.6332	0.7957
No log	15.6	156	0.6343	0.6076	0.6343	0.7964
No log	15.8	158	0.6280	0.6256	0.6280	0.7925
No log	16.0	160	0.6929	0.6639	0.6929	0.8324
No log	16.2	162	0.7153	0.6179	0.7153	0.8458
No log	16.4	164	0.6631	0.6446	0.6631	0.8143
No log	16.6	166	0.6384	0.6217	0.6384	0.7990
No log	16.8	168	0.6533	0.5735	0.6533	0.8082
No log	17.0	170	0.6631	0.6157	0.6631	0.8143
No log	17.2	172	0.6407	0.6347	0.6407	0.8004
No log	17.4	174	0.6053	0.6177	0.6053	0.7780
No log	17.6	176	0.6038	0.6356	0.6038	0.7770
No log	17.8	178	0.6816	0.6727	0.6816	0.8256
No log	18.0	180	0.7868	0.5892	0.7868	0.8870
No log	18.2	182	0.7536	0.6190	0.7536	0.8681
No log	18.4	184	0.6947	0.6394	0.6947	0.8335
No log	18.6	186	0.6773	0.5799	0.6773	0.8230
No log	18.8	188	0.6256	0.6386	0.6256	0.7910
No log	19.0	190	0.6751	0.6015	0.6751	0.8216
No log	19.2	192	0.7090	0.5521	0.7090	0.8420
No log	19.4	194	0.6817	0.6035	0.6817	0.8256
No log	19.6	196	0.6457	0.6071	0.6457	0.8035
No log	19.8	198	0.6240	0.6630	0.6240	0.7899
No log	20.0	200	0.5506	0.6780	0.5506	0.7420
No log	20.2	202	0.5440	0.6650	0.5440	0.7376
No log	20.4	204	0.5547	0.7042	0.5547	0.7448
No log	20.6	206	0.5995	0.6879	0.5995	0.7743
No log	20.8	208	0.6060	0.6879	0.6060	0.7785
No log	21.0	210	0.5602	0.6704	0.5602	0.7485
No log	21.2	212	0.5795	0.5930	0.5795	0.7612
No log	21.4	214	0.6057	0.5852	0.6057	0.7782
No log	21.6	216	0.5754	0.6555	0.5754	0.7585
No log	21.8	218	0.6267	0.6438	0.6267	0.7916
No log	22.0	220	0.6714	0.6245	0.6714	0.8194
No log	22.2	222	0.6434	0.6254	0.6434	0.8021
No log	22.4	224	0.6173	0.6570	0.6173	0.7857
No log	22.6	226	0.6012	0.6642	0.6012	0.7754
No log	22.8	228	0.5980	0.6748	0.5980	0.7733
No log	23.0	230	0.6210	0.6546	0.6210	0.7880
No log	23.2	232	0.6054	0.6443	0.6054	0.7781
No log	23.4	234	0.5752	0.6648	0.5752	0.7584
No log	23.6	236	0.5814	0.6546	0.5814	0.7625
No log	23.8	238	0.5756	0.6546	0.5756	0.7587
No log	24.0	240	0.5615	0.6640	0.5615	0.7494
No log	24.2	242	0.5473	0.7027	0.5473	0.7398
No log	24.4	244	0.5499	0.6879	0.5499	0.7416
No log	24.6	246	0.5697	0.6640	0.5697	0.7548
No log	24.8	248	0.5333	0.7443	0.5333	0.7303
No log	25.0	250	0.5228	0.6439	0.5228	0.7230
No log	25.2	252	0.5349	0.6374	0.5349	0.7313
No log	25.4	254	0.5601	0.6430	0.5601	0.7484
No log	25.6	256	0.6104	0.6609	0.6104	0.7813
No log	25.8	258	0.6121	0.6815	0.6121	0.7824
No log	26.0	260	0.5771	0.6647	0.5771	0.7596
No log	26.2	262	0.5702	0.6647	0.5702	0.7551
No log	26.4	264	0.5673	0.6547	0.5673	0.7532
No log	26.6	266	0.5608	0.6748	0.5608	0.7489
No log	26.8	268	0.5589	0.6697	0.5589	0.7476
No log	27.0	270	0.5554	0.6350	0.5554	0.7453
No log	27.2	272	0.5708	0.6555	0.5708	0.7555
No log	27.4	274	0.6740	0.6976	0.6740	0.8210
No log	27.6	276	0.7096	0.6035	0.7096	0.8424
No log	27.8	278	0.6468	0.5697	0.6468	0.8042
No log	28.0	280	0.5938	0.6371	0.5938	0.7706
No log	28.2	282	0.6135	0.6555	0.6135	0.7833
No log	28.4	284	0.6815	0.6648	0.6815	0.8256
No log	28.6	286	0.6589	0.6365	0.6589	0.8117
No log	28.8	288	0.6280	0.6138	0.6280	0.7925
No log	29.0	290	0.6100	0.6035	0.6100	0.7810
No log	29.2	292	0.5957	0.6572	0.5957	0.7718
No log	29.4	294	0.5981	0.6555	0.5981	0.7733
No log	29.6	296	0.6034	0.6575	0.6034	0.7768
No log	29.8	298	0.5928	0.6371	0.5928	0.7699
No log	30.0	300	0.5693	0.6673	0.5693	0.7545
No log	30.2	302	0.5890	0.6466	0.5890	0.7675
No log	30.4	304	0.5896	0.6317	0.5896	0.7679
No log	30.6	306	0.5869	0.6593	0.5869	0.7661
No log	30.8	308	0.6292	0.6249	0.6292	0.7932
No log	31.0	310	0.6778	0.6160	0.6778	0.8233
No log	31.2	312	0.6384	0.6538	0.6384	0.7990
No log	31.4	314	0.6047	0.6764	0.6047	0.7776
No log	31.6	316	0.5768	0.6880	0.5768	0.7595
No log	31.8	318	0.5733	0.6482	0.5733	0.7572
No log	32.0	320	0.5751	0.6788	0.5751	0.7583
No log	32.2	322	0.5840	0.6872	0.5840	0.7642
No log	32.4	324	0.5897	0.7026	0.5897	0.7679
No log	32.6	326	0.5948	0.6833	0.5948	0.7712
No log	32.8	328	0.5930	0.6482	0.5930	0.7701
No log	33.0	330	0.5988	0.6547	0.5988	0.7738
No log	33.2	332	0.6223	0.6815	0.6223	0.7888
No log	33.4	334	0.5977	0.6716	0.5977	0.7731
No log	33.6	336	0.5475	0.6980	0.5475	0.7400
No log	33.8	338	0.5345	0.6978	0.5345	0.7311
No log	34.0	340	0.5363	0.6978	0.5363	0.7323
No log	34.2	342	0.5475	0.7009	0.5475	0.7399
No log	34.4	344	0.5928	0.6575	0.5928	0.7699
No log	34.6	346	0.6482	0.5579	0.6482	0.8051
No log	34.8	348	0.6363	0.5916	0.6363	0.7977
No log	35.0	350	0.5702	0.6555	0.5702	0.7551
No log	35.2	352	0.5388	0.7042	0.5388	0.7340
No log	35.4	354	0.5374	0.7049	0.5374	0.7331
No log	35.6	356	0.5598	0.6740	0.5598	0.7482
No log	35.8	358	0.5921	0.6751	0.5921	0.7695
No log	36.0	360	0.5999	0.6546	0.5999	0.7745
No log	36.2	362	0.5705	0.6740	0.5705	0.7553
No log	36.4	364	0.5646	0.6916	0.5646	0.7514
No log	36.6	366	0.5940	0.6070	0.5940	0.7707
No log	36.8	368	0.5988	0.6070	0.5988	0.7738
No log	37.0	370	0.5812	0.6593	0.5812	0.7623
No log	37.2	372	0.5903	0.6664	0.5903	0.7683
No log	37.4	374	0.6112	0.6207	0.6112	0.7818
No log	37.6	376	0.6042	0.6732	0.6042	0.7773
No log	37.8	378	0.5929	0.6717	0.5929	0.7700
No log	38.0	380	0.5883	0.6650	0.5883	0.7670
No log	38.2	382	0.5944	0.6650	0.5944	0.7710
No log	38.4	384	0.6057	0.6650	0.6057	0.7782
No log	38.6	386	0.6221	0.5905	0.6221	0.7887
No log	38.8	388	0.6238	0.5905	0.6238	0.7898
No log	39.0	390	0.6137	0.6247	0.6137	0.7834
No log	39.2	392	0.6023	0.6288	0.6023	0.7761
No log	39.4	394	0.5956	0.6610	0.5956	0.7718
No log	39.6	396	0.5894	0.6610	0.5894	0.7677
No log	39.8	398	0.5842	0.6680	0.5842	0.7643
No log	40.0	400	0.5922	0.6129	0.5922	0.7695
No log	40.2	402	0.6049	0.6102	0.6049	0.7777
No log	40.4	404	0.6076	0.5997	0.6076	0.7795
No log	40.6	406	0.5828	0.6634	0.5828	0.7634
No log	40.8	408	0.5707	0.6536	0.5707	0.7555
No log	41.0	410	0.5738	0.6798	0.5738	0.7575
No log	41.2	412	0.5978	0.6272	0.5978	0.7732
No log	41.4	414	0.5873	0.6167	0.5873	0.7663
No log	41.6	416	0.5686	0.6537	0.5686	0.7541
No log	41.8	418	0.5723	0.5868	0.5723	0.7565
No log	42.0	420	0.5626	0.6269	0.5626	0.7500
No log	42.2	422	0.5524	0.6546	0.5524	0.7432
No log	42.4	424	0.5608	0.6980	0.5608	0.7489
No log	42.6	426	0.5987	0.6128	0.5987	0.7738
No log	42.8	428	0.5959	0.6314	0.5959	0.7719
No log	43.0	430	0.5780	0.6805	0.5780	0.7602
No log	43.2	432	0.5831	0.6120	0.5831	0.7636
No log	43.4	434	0.5820	0.6383	0.5820	0.7629
No log	43.6	436	0.5826	0.6417	0.5826	0.7633
No log	43.8	438	0.5928	0.6933	0.5928	0.7699
No log	44.0	440	0.6043	0.6741	0.6043	0.7774
No log	44.2	442	0.6071	0.6445	0.6071	0.7792
No log	44.4	444	0.6098	0.6796	0.6098	0.7809
No log	44.6	446	0.6041	0.6741	0.6041	0.7773
No log	44.8	448	0.6121	0.6460	0.6121	0.7823
No log	45.0	450	0.6126	0.6460	0.6126	0.7827
No log	45.2	452	0.6039	0.6460	0.6039	0.7771
No log	45.4	454	0.5909	0.6209	0.5909	0.7687
No log	45.6	456	0.5940	0.6386	0.5940	0.7707
No log	45.8	458	0.6159	0.6386	0.6159	0.7848
No log	46.0	460	0.6577	0.5822	0.6577	0.8110
No log	46.2	462	0.6778	0.5707	0.6778	0.8233
No log	46.4	464	0.6571	0.5992	0.6571	0.8106
No log	46.6	466	0.6330	0.5503	0.6330	0.7956
No log	46.8	468	0.6314	0.5516	0.6314	0.7946
No log	47.0	470	0.6215	0.5845	0.6215	0.7883
No log	47.2	472	0.6271	0.5832	0.6271	0.7919
No log	47.4	474	0.6639	0.5599	0.6639	0.8148
No log	47.6	476	0.6917	0.6362	0.6917	0.8317
No log	47.8	478	0.7027	0.6353	0.7027	0.8383
No log	48.0	480	0.6774	0.6362	0.6774	0.8230
No log	48.2	482	0.6184	0.6137	0.6184	0.7864
No log	48.4	484	0.5877	0.6687	0.5877	0.7666
No log	48.6	486	0.5925	0.6500	0.5925	0.7697
No log	48.8	488	0.6100	0.6386	0.6100	0.7810
No log	49.0	490	0.6290	0.5602	0.6290	0.7931
No log	49.2	492	0.6772	0.5254	0.6772	0.8229
No log	49.4	494	0.7450	0.5346	0.7450	0.8632
No log	49.6	496	0.7547	0.5319	0.7547	0.8687
No log	49.8	498	0.7141	0.5013	0.7141	0.8450
0.2059	50.0	500	0.6568	0.5487	0.6568	0.8105
0.2059	50.2	502	0.6093	0.6340	0.6093	0.7806
0.2059	50.4	504	0.5865	0.7051	0.5865	0.7658
0.2059	50.6	506	0.5786	0.6606	0.5786	0.7607
0.2059	50.8	508	0.5792	0.6623	0.5792	0.7610
0.2059	51.0	510	0.5988	0.6473	0.5988	0.7738
0.2059	51.2	512	0.6521	0.6386	0.6521	0.8075
0.2059	51.4	514	0.6776	0.6653	0.6776	0.8232
0.2059	51.6	516	0.6509	0.6386	0.6509	0.8068
0.2059	51.8	518	0.5932	0.6228	0.5932	0.7702
0.2059	52.0	520	0.5526	0.7019	0.5526	0.7434
0.2059	52.2	522	0.5549	0.6649	0.5549	0.7449
0.2059	52.4	524	0.5580	0.6762	0.5580	0.7470
0.2059	52.6	526	0.5524	0.7116	0.5524	0.7432
0.2059	52.8	528	0.5723	0.6584	0.5723	0.7565
0.2059	53.0	530	0.6323	0.6272	0.6323	0.7952
0.2059	53.2	532	0.6558	0.5368	0.6558	0.8098
0.2059	53.4	534	0.6433	0.5487	0.6433	0.8020
0.2059	53.6	536	0.6100	0.5938	0.6100	0.7810
0.2059	53.8	538	0.5879	0.6460	0.5879	0.7667
0.2059	54.0	540	0.5844	0.6620	0.5844	0.7644
0.2059	54.2	542	0.5752	0.6578	0.5752	0.7584
0.2059	54.4	544	0.5631	0.6664	0.5631	0.7504
0.2059	54.6	546	0.5641	0.6539	0.5641	0.7510
0.2059	54.8	548	0.5870	0.6386	0.5870	0.7662
0.2059	55.0	550	0.5951	0.6137	0.5951	0.7714
0.2059	55.2	552	0.5931	0.6137	0.5931	0.7701
0.2059	55.4	554	0.5814	0.6386	0.5814	0.7625
0.2059	55.6	556	0.5811	0.6386	0.5811	0.7623
0.2059	55.8	558	0.5862	0.6282	0.5862	0.7656
0.2059	56.0	560	0.5742	0.6446	0.5742	0.7578
0.2059	56.2	562	0.5738	0.6632	0.5738	0.7575
0.2059	56.4	564	0.5739	0.6753	0.5739	0.7575
0.2059	56.6	566	0.5731	0.6805	0.5731	0.7571
0.2059	56.8	568	0.5686	0.6932	0.5686	0.7540
0.2059	57.0	570	0.5664	0.6247	0.5664	0.7526
0.2059	57.2	572	0.5808	0.6259	0.5808	0.7621
0.2059	57.4	574	0.6040	0.6035	0.6040	0.7772
0.2059	57.6	576	0.6310	0.5708	0.6310	0.7943
0.2059	57.8	578	0.6235	0.5708	0.6235	0.7896
0.2059	58.0	580	0.5995	0.6035	0.5995	0.7743
0.2059	58.2	582	0.5820	0.6282	0.5820	0.7629
0.2059	58.4	584	0.5743	0.6386	0.5743	0.7579
0.2059	58.6	586	0.5754	0.6386	0.5754	0.7585
0.2059	58.8	588	0.5666	0.6386	0.5666	0.7527
0.2059	59.0	590	0.5577	0.6386	0.5577	0.7468
0.2059	59.2	592	0.5692	0.6282	0.5692	0.7545
0.2059	59.4	594	0.5873	0.6035	0.5873	0.7664
0.2059	59.6	596	0.5853	0.6282	0.5853	0.7651
0.2059	59.8	598	0.5625	0.6282	0.5625	0.7500
0.2059	60.0	600	0.5391	0.6528	0.5391	0.7342
0.2059	60.2	602	0.5381	0.6796	0.5381	0.7335
0.2059	60.4	604	0.5416	0.6424	0.5416	0.7359
0.2059	60.6	606	0.5552	0.6396	0.5552	0.7451
0.2059	60.8	608	0.5836	0.6282	0.5836	0.7640
0.2059	61.0	610	0.6079	0.6035	0.6079	0.7797
0.2059	61.2	612	0.6165	0.6035	0.6165	0.7852
0.2059	61.4	614	0.6226	0.6035	0.6226	0.7891
0.2059	61.6	616	0.6070	0.6018	0.6070	0.7791
0.2059	61.8	618	0.5831	0.6206	0.5831	0.7636
0.2059	62.0	620	0.5703	0.6206	0.5703	0.7552
0.2059	62.2	622	0.5655	0.6439	0.5655	0.7520
0.2059	62.4	624	0.5615	0.6439	0.5615	0.7494
0.2059	62.6	626	0.5585	0.6464	0.5585	0.7473
0.2059	62.8	628	0.5618	0.6764	0.5618	0.7495
0.2059	63.0	630	0.5714	0.6396	0.5714	0.7559
0.2059	63.2	632	0.5836	0.6282	0.5836	0.7640
0.2059	63.4	634	0.5965	0.6386	0.5965	0.7724
0.2059	63.6	636	0.6131	0.6386	0.6131	0.7830
0.2059	63.8	638	0.6197	0.6272	0.6197	0.7872
0.2059	64.0	640	0.6141	0.6272	0.6141	0.7836
0.2059	64.2	642	0.6017	0.6386	0.6017	0.7757
0.2059	64.4	644	0.5811	0.6500	0.5811	0.7623
0.2059	64.6	646	0.5635	0.6500	0.5635	0.7507
0.2059	64.8	648	0.5486	0.6578	0.5486	0.7407
0.2059	65.0	650	0.5459	0.6578	0.5459	0.7389
0.2059	65.2	652	0.5512	0.6578	0.5512	0.7424
0.2059	65.4	654	0.5515	0.6578	0.5515	0.7426
0.2059	65.6	656	0.5535	0.6771	0.5535	0.7440
0.2059	65.8	658	0.5531	0.6664	0.5531	0.7437
0.2059	66.0	660	0.5552	0.6764	0.5552	0.7451
0.2059	66.2	662	0.5681	0.6473	0.5681	0.7537
0.2059	66.4	664	0.5687	0.6228	0.5687	0.7541
0.2059	66.6	666	0.5589	0.6473	0.5589	0.7476
0.2059	66.8	668	0.5393	0.6764	0.5393	0.7344
0.2059	67.0	670	0.5271	0.6704	0.5271	0.7260
0.2059	67.2	672	0.5214	0.7074	0.5214	0.7221
0.2059	67.4	674	0.5187	0.7026	0.5187	0.7202
0.2059	67.6	676	0.5210	0.6980	0.5210	0.7218
0.2059	67.8	678	0.5344	0.6519	0.5344	0.7310
0.2059	68.0	680	0.5566	0.6511	0.5566	0.7461
0.2059	68.2	682	0.5670	0.6218	0.5670	0.7530
0.2059	68.4	684	0.5619	0.6035	0.5619	0.7496
0.2059	68.6	686	0.5541	0.6396	0.5541	0.7444
0.2059	68.8	688	0.5526	0.6396	0.5526	0.7434
0.2059	69.0	690	0.5446	0.6432	0.5446	0.7380
0.2059	69.2	692	0.5380	0.6894	0.5380	0.7335
0.2059	69.4	694	0.5380	0.6806	0.5380	0.7335
0.2059	69.6	696	0.5416	0.6764	0.5416	0.7359
0.2059	69.8	698	0.5558	0.6337	0.5558	0.7455
0.2059	70.0	700	0.5638	0.6519	0.5638	0.7509
0.2059	70.2	702	0.5677	0.6685	0.5677	0.7535
0.2059	70.4	704	0.5694	0.6519	0.5694	0.7546
0.2059	70.6	706	0.5681	0.6337	0.5681	0.7537
0.2059	70.8	708	0.5621	0.6337	0.5621	0.7497
0.2059	71.0	710	0.5567	0.6584	0.5567	0.7461
0.2059	71.2	712	0.5515	0.6623	0.5515	0.7426
0.2059	71.4	714	0.5415	0.6557	0.5415	0.7359
0.2059	71.6	716	0.5376	0.7074	0.5376	0.7332
0.2059	71.8	718	0.5322	0.7074	0.5322	0.7295
0.2059	72.0	720	0.5269	0.6970	0.5269	0.7259
0.2059	72.2	722	0.5236	0.7082	0.5236	0.7236
0.2059	72.4	724	0.5216	0.7082	0.5216	0.7222
0.2059	72.6	726	0.5200	0.6988	0.5200	0.7211
0.2059	72.8	728	0.5248	0.6732	0.5248	0.7244
0.2059	73.0	730	0.5282	0.6732	0.5282	0.7268
0.2059	73.2	732	0.5276	0.6980	0.5276	0.7264
0.2059	73.4	734	0.5259	0.6980	0.5259	0.7252
0.2059	73.6	736	0.5318	0.6806	0.5318	0.7292
0.2059	73.8	738	0.5388	0.6806	0.5388	0.7340
0.2059	74.0	740	0.5475	0.6291	0.5475	0.7400
0.2059	74.2	742	0.5585	0.6147	0.5585	0.7473
0.2059	74.4	744	0.5710	0.6147	0.5710	0.7557
0.2059	74.6	746	0.5790	0.6035	0.5790	0.7609
0.2059	74.8	748	0.5847	0.6035	0.5847	0.7647
0.2059	75.0	750	0.5845	0.6035	0.5845	0.7645
0.2059	75.2	752	0.5922	0.6118	0.5922	0.7695
0.2059	75.4	754	0.5980	0.6485	0.5980	0.7733
0.2059	75.6	756	0.6106	0.6906	0.6106	0.7814
0.2059	75.8	758	0.6107	0.6914	0.6107	0.7815
0.2059	76.0	760	0.6024	0.6664	0.6024	0.7762
0.2059	76.2	762	0.5974	0.6215	0.5974	0.7729
0.2059	76.4	764	0.5945	0.6518	0.5945	0.7711
0.2059	76.6	766	0.5951	0.6518	0.5951	0.7714
0.2059	76.8	768	0.5899	0.6423	0.5899	0.7680
0.2059	77.0	770	0.5837	0.6659	0.5837	0.7640
0.2059	77.2	772	0.5769	0.6697	0.5769	0.7595
0.2059	77.4	774	0.5667	0.6697	0.5667	0.7528
0.2059	77.6	776	0.5607	0.7049	0.5607	0.7488
0.2059	77.8	778	0.5591	0.7189	0.5591	0.7477
0.2059	78.0	780	0.5590	0.6872	0.5590	0.7476
0.2059	78.2	782	0.5580	0.6396	0.5580	0.7470
0.2059	78.4	784	0.5554	0.6396	0.5554	0.7452
0.2059	78.6	786	0.5509	0.6432	0.5509	0.7422
0.2059	78.8	788	0.5451	0.6771	0.5451	0.7383
0.2059	79.0	790	0.5418	0.6954	0.5418	0.7361
0.2059	79.2	792	0.5402	0.7136	0.5402	0.7350
0.2059	79.4	794	0.5419	0.7239	0.5419	0.7361
0.2059	79.6	796	0.5469	0.7129	0.5469	0.7395
0.2059	79.8	798	0.5527	0.6623	0.5527	0.7434
0.2059	80.0	800	0.5606	0.6432	0.5606	0.7487
0.2059	80.2	802	0.5658	0.6315	0.5658	0.7522
0.2059	80.4	804	0.5715	0.6422	0.5715	0.7559
0.2059	80.6	806	0.5670	0.6315	0.5670	0.7530
0.2059	80.8	808	0.5673	0.6315	0.5673	0.7532
0.2059	81.0	810	0.5680	0.6315	0.5680	0.7537
0.2059	81.2	812	0.5663	0.6315	0.5663	0.7525
0.2059	81.4	814	0.5618	0.6623	0.5618	0.7495
0.2059	81.6	816	0.5598	0.6736	0.5598	0.7482
0.2059	81.8	818	0.5573	0.6736	0.5573	0.7465
0.2059	82.0	820	0.5527	0.6736	0.5527	0.7435
0.2059	82.2	822	0.5524	0.6736	0.5524	0.7432
0.2059	82.4	824	0.5494	0.6916	0.5494	0.7412
0.2059	82.6	826	0.5484	0.6916	0.5484	0.7405
0.2059	82.8	828	0.5492	0.6916	0.5492	0.7410
0.2059	83.0	830	0.5527	0.6548	0.5527	0.7434
0.2059	83.2	832	0.5594	0.6396	0.5594	0.7480
0.2059	83.4	834	0.5647	0.6282	0.5647	0.7514
0.2059	83.6	836	0.5630	0.6282	0.5630	0.7504
0.2059	83.8	838	0.5609	0.6282	0.5609	0.7489
0.2059	84.0	840	0.5574	0.6548	0.5574	0.7466
0.2059	84.2	842	0.5570	0.6548	0.5570	0.7464
0.2059	84.4	844	0.5590	0.6432	0.5590	0.7477
0.2059	84.6	846	0.5623	0.6315	0.5623	0.7498
0.2059	84.8	848	0.5616	0.6315	0.5616	0.7494
0.2059	85.0	850	0.5613	0.6315	0.5613	0.7492
0.2059	85.2	852	0.5615	0.6432	0.5615	0.7494
0.2059	85.4	854	0.5566	0.6548	0.5566	0.7461
0.2059	85.6	856	0.5495	0.6736	0.5495	0.7413
0.2059	85.8	858	0.5449	0.7239	0.5449	0.7382
0.2059	86.0	860	0.5439	0.7239	0.5439	0.7375
0.2059	86.2	862	0.5456	0.7066	0.5456	0.7387
0.2059	86.4	864	0.5493	0.6841	0.5493	0.7411
0.2059	86.6	866	0.5504	0.6841	0.5504	0.7419
0.2059	86.8	868	0.5517	0.6841	0.5517	0.7428
0.2059	87.0	870	0.5527	0.6841	0.5527	0.7434
0.2059	87.2	872	0.5530	0.6841	0.5530	0.7437
0.2059	87.4	874	0.5542	0.6841	0.5542	0.7444
0.2059	87.6	876	0.5552	0.6841	0.5552	0.7451
0.2059	87.8	878	0.5591	0.6510	0.5591	0.7478
0.2059	88.0	880	0.5664	0.6510	0.5664	0.7526
0.2059	88.2	882	0.5742	0.6259	0.5742	0.7578
0.2059	88.4	884	0.5779	0.6147	0.5779	0.7602
0.2059	88.6	886	0.5774	0.6147	0.5774	0.7599
0.2059	88.8	888	0.5730	0.6259	0.5730	0.7570
0.2059	89.0	890	0.5730	0.6259	0.5730	0.7569
0.2059	89.2	892	0.5715	0.6510	0.5715	0.7560
0.2059	89.4	894	0.5661	0.6510	0.5661	0.7524
0.2059	89.6	896	0.5626	0.6396	0.5626	0.7501
0.2059	89.8	898	0.5591	0.6396	0.5591	0.7477
0.2059	90.0	900	0.5540	0.6510	0.5540	0.7443
0.2059	90.2	902	0.5481	0.6841	0.5481	0.7404
0.2059	90.4	904	0.5423	0.6886	0.5423	0.7364
0.2059	90.6	906	0.5395	0.6886	0.5395	0.7345
0.2059	90.8	908	0.5371	0.6779	0.5371	0.7329
0.2059	91.0	910	0.5360	0.6779	0.5360	0.7321
0.2059	91.2	912	0.5345	0.6779	0.5345	0.7311
0.2059	91.4	914	0.5326	0.6962	0.5326	0.7298
0.2059	91.6	916	0.5315	0.7136	0.5315	0.7290
0.2059	91.8	918	0.5313	0.7136	0.5313	0.7289
0.2059	92.0	920	0.5310	0.7136	0.5310	0.7287
0.2059	92.2	922	0.5315	0.7136	0.5315	0.7290
0.2059	92.4	924	0.5327	0.7136	0.5327	0.7299
0.2059	92.6	926	0.5348	0.7239	0.5348	0.7313
0.2059	92.8	928	0.5375	0.7239	0.5375	0.7332
0.2059	93.0	930	0.5406	0.6886	0.5406	0.7353
0.2059	93.2	932	0.5415	0.6886	0.5415	0.7359
0.2059	93.4	934	0.5420	0.6886	0.5420	0.7362
0.2059	93.6	936	0.5442	0.6548	0.5442	0.7377
0.2059	93.8	938	0.5477	0.6548	0.5477	0.7400
0.2059	94.0	940	0.5514	0.6396	0.5514	0.7425
0.2059	94.2	942	0.5543	0.6396	0.5543	0.7445
0.2059	94.4	944	0.5576	0.6396	0.5576	0.7467
0.2059	94.6	946	0.5576	0.6396	0.5576	0.7467
0.2059	94.8	948	0.5553	0.6396	0.5553	0.7452
0.2059	95.0	950	0.5521	0.6510	0.5521	0.7430
0.2059	95.2	952	0.5481	0.6548	0.5481	0.7403
0.2059	95.4	954	0.5456	0.6548	0.5456	0.7387
0.2059	95.6	956	0.5427	0.7066	0.5427	0.7367
0.2059	95.8	958	0.5410	0.7066	0.5410	0.7356
0.2059	96.0	960	0.5404	0.7066	0.5404	0.7351
0.2059	96.2	962	0.5402	0.7066	0.5402	0.7350
0.2059	96.4	964	0.5408	0.7066	0.5408	0.7354
0.2059	96.6	966	0.5412	0.7066	0.5412	0.7356
0.2059	96.8	968	0.5419	0.7066	0.5419	0.7361
0.2059	97.0	970	0.5431	0.7066	0.5431	0.7370
0.2059	97.2	972	0.5441	0.6886	0.5441	0.7376
0.2059	97.4	974	0.5447	0.6886	0.5447	0.7381
0.2059	97.6	976	0.5458	0.6548	0.5458	0.7388
0.2059	97.8	978	0.5464	0.6548	0.5464	0.7392
0.2059	98.0	980	0.5472	0.6548	0.5472	0.7397
0.2059	98.2	982	0.5483	0.6548	0.5483	0.7405
0.2059	98.4	984	0.5490	0.6432	0.5490	0.7409
0.2059	98.6	986	0.5494	0.6432	0.5494	0.7412
0.2059	98.8	988	0.5495	0.6432	0.5495	0.7413
0.2059	99.0	990	0.5494	0.6432	0.5494	0.7412
0.2059	99.2	992	0.5492	0.6432	0.5492	0.7411
0.2059	99.4	994	0.5491	0.6432	0.5491	0.7410
0.2059	99.6	996	0.5489	0.6432	0.5489	0.7409
0.2059	99.8	998	0.5487	0.6548	0.5487	0.7407
0.0413	100.0	1000	0.5486	0.6548	0.5486	0.7407

Framework versions

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