ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_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: 0.6390
• Qwk: 0.5212
• Mse: 0.6390
• Rmse: 0.7993

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	0.0909	2	4.4515	-0.0269	4.4515	2.1098
No log	0.1818	4	2.3085	0.0080	2.3085	1.5194
No log	0.2727	6	1.4454	0.0058	1.4454	1.2022
No log	0.3636	8	1.1803	-0.1030	1.1803	1.0864
No log	0.4545	10	0.9943	-0.0278	0.9943	0.9972
No log	0.5455	12	0.9158	0.1279	0.9158	0.9570
No log	0.6364	14	0.9077	0.1468	0.9077	0.9527
No log	0.7273	16	1.0763	0.1129	1.0763	1.0374
No log	0.8182	18	1.1748	0.0088	1.1748	1.0839
No log	0.9091	20	1.0967	0.1126	1.0967	1.0472
No log	1.0	22	0.9890	0.0619	0.9890	0.9945
No log	1.0909	24	0.9637	0.0259	0.9637	0.9817
No log	1.1818	26	1.0225	0.0447	1.0225	1.0112
No log	1.2727	28	0.8465	0.2304	0.8465	0.9201
No log	1.3636	30	0.8440	0.2135	0.8440	0.9187
No log	1.4545	32	0.9456	0.2087	0.9456	0.9724
No log	1.5455	34	0.7706	0.3119	0.7706	0.8778
No log	1.6364	36	0.8365	0.1735	0.8365	0.9146
No log	1.7273	38	0.8856	0.0609	0.8856	0.9410
No log	1.8182	40	0.8805	0.1284	0.8805	0.9384
No log	1.9091	42	0.9629	0.0564	0.9629	0.9813
No log	2.0	44	1.0755	0.1383	1.0755	1.0371
No log	2.0909	46	1.0871	0.1597	1.0871	1.0427
No log	2.1818	48	0.9616	0.2134	0.9616	0.9806
No log	2.2727	50	0.8850	0.2551	0.8850	0.9407
No log	2.3636	52	0.8356	0.2225	0.8356	0.9141
No log	2.4545	54	0.7830	0.2780	0.7830	0.8849
No log	2.5455	56	0.6883	0.3569	0.6883	0.8297
No log	2.6364	58	0.6854	0.3874	0.6854	0.8279
No log	2.7273	60	0.8150	0.2641	0.8150	0.9028
No log	2.8182	62	1.0681	0.0994	1.0681	1.0335
No log	2.9091	64	1.0848	0.1292	1.0848	1.0415
No log	3.0	66	0.9533	0.1654	0.9533	0.9764
No log	3.0909	68	0.7285	0.3724	0.7285	0.8535
No log	3.1818	70	0.6404	0.3989	0.6404	0.8002
No log	3.2727	72	0.6205	0.3520	0.6205	0.7877
No log	3.3636	74	0.6318	0.3804	0.6318	0.7949
No log	3.4545	76	0.7576	0.3357	0.7576	0.8704
No log	3.5455	78	0.9256	0.3617	0.9256	0.9621
No log	3.6364	80	0.8184	0.3575	0.8184	0.9047
No log	3.7273	82	0.7157	0.4210	0.7157	0.8460
No log	3.8182	84	0.6488	0.4463	0.6488	0.8055
No log	3.9091	86	0.6190	0.4248	0.6190	0.7868
No log	4.0	88	0.6398	0.4698	0.6398	0.7998
No log	4.0909	90	0.7948	0.4177	0.7948	0.8915
No log	4.1818	92	0.9159	0.3418	0.9159	0.9571
No log	4.2727	94	0.9795	0.3159	0.9795	0.9897
No log	4.3636	96	0.8209	0.3620	0.8209	0.9060
No log	4.4545	98	0.6272	0.4106	0.6272	0.7920
No log	4.5455	100	0.5937	0.4154	0.5937	0.7705
No log	4.6364	102	0.6005	0.4093	0.6005	0.7749
No log	4.7273	104	0.6002	0.4540	0.6002	0.7747
No log	4.8182	106	0.7472	0.4234	0.7472	0.8644
No log	4.9091	108	0.8036	0.4365	0.8036	0.8964
No log	5.0	110	0.7173	0.4496	0.7173	0.8469
No log	5.0909	112	0.6270	0.4701	0.6270	0.7919
No log	5.1818	114	0.6252	0.4350	0.6252	0.7907
No log	5.2727	116	0.6841	0.4587	0.6841	0.8271
No log	5.3636	118	0.6767	0.5045	0.6767	0.8226
No log	5.4545	120	0.6256	0.4788	0.6256	0.7909
No log	5.5455	122	0.6374	0.4914	0.6374	0.7984
No log	5.6364	124	0.6402	0.5620	0.6402	0.8001
No log	5.7273	126	0.6372	0.5665	0.6372	0.7982
No log	5.8182	128	0.6608	0.5022	0.6608	0.8129
No log	5.9091	130	0.6316	0.5728	0.6316	0.7948
No log	6.0	132	0.6371	0.4795	0.6371	0.7982
No log	6.0909	134	0.6353	0.5186	0.6353	0.7971
No log	6.1818	136	0.6393	0.5151	0.6393	0.7996
No log	6.2727	138	0.6990	0.4621	0.6990	0.8361
No log	6.3636	140	0.7132	0.4587	0.7132	0.8445
No log	6.4545	142	0.6503	0.4834	0.6503	0.8064
No log	6.5455	144	0.6605	0.4956	0.6605	0.8127
No log	6.6364	146	0.6540	0.5167	0.6540	0.8087
No log	6.7273	148	0.7073	0.4687	0.7073	0.8410
No log	6.8182	150	0.7157	0.4517	0.7157	0.8460
No log	6.9091	152	0.7097	0.4714	0.7097	0.8424
No log	7.0	154	0.6804	0.4869	0.6804	0.8249
No log	7.0909	156	0.6702	0.4894	0.6702	0.8187
No log	7.1818	158	0.6656	0.4814	0.6656	0.8158
No log	7.2727	160	0.6596	0.5370	0.6596	0.8121
No log	7.3636	162	0.6515	0.4854	0.6515	0.8072
No log	7.4545	164	0.6551	0.4497	0.6551	0.8094
No log	7.5455	166	0.6520	0.4244	0.6520	0.8075
No log	7.6364	168	0.6757	0.4693	0.6757	0.8220
No log	7.7273	170	0.6802	0.4750	0.6802	0.8248
No log	7.8182	172	0.7181	0.5129	0.7181	0.8474
No log	7.9091	174	0.6704	0.5186	0.6704	0.8188
No log	8.0	176	0.7247	0.4795	0.7247	0.8513
No log	8.0909	178	0.7891	0.4715	0.7891	0.8883
No log	8.1818	180	0.6655	0.5051	0.6655	0.8158
No log	8.2727	182	0.6401	0.4112	0.6401	0.8001
No log	8.3636	184	0.6618	0.4840	0.6618	0.8135
No log	8.4545	186	0.6174	0.4296	0.6174	0.7858
No log	8.5455	188	0.6106	0.5232	0.6106	0.7814
No log	8.6364	190	0.6216	0.5665	0.6216	0.7884
No log	8.7273	192	0.6509	0.5204	0.6509	0.8068
No log	8.8182	194	0.6249	0.5120	0.6249	0.7905
No log	8.9091	196	0.6412	0.4900	0.6412	0.8008
No log	9.0	198	0.6459	0.4655	0.6459	0.8037
No log	9.0909	200	0.6218	0.5348	0.6218	0.7886
No log	9.1818	202	0.6082	0.5336	0.6082	0.7799
No log	9.2727	204	0.6122	0.4635	0.6122	0.7824
No log	9.3636	206	0.6068	0.4607	0.6068	0.7790
No log	9.4545	208	0.6167	0.5054	0.6167	0.7853
No log	9.5455	210	0.6073	0.5323	0.6073	0.7793
No log	9.6364	212	0.6193	0.5355	0.6193	0.7869
No log	9.7273	214	0.6330	0.5193	0.6330	0.7956
No log	9.8182	216	0.6810	0.4807	0.6810	0.8252
No log	9.9091	218	0.6435	0.5227	0.6435	0.8022
No log	10.0	220	0.6208	0.5250	0.6208	0.7879
No log	10.0909	222	0.6291	0.5876	0.6291	0.7932
No log	10.1818	224	0.6214	0.4885	0.6214	0.7883
No log	10.2727	226	0.6244	0.5026	0.6244	0.7902
No log	10.3636	228	0.6286	0.4977	0.6286	0.7928
No log	10.4545	230	0.6295	0.4666	0.6295	0.7934
No log	10.5455	232	0.6441	0.5215	0.6441	0.8025
No log	10.6364	234	0.6580	0.5077	0.6580	0.8112
No log	10.7273	236	0.6456	0.4879	0.6456	0.8035
No log	10.8182	238	0.6566	0.4829	0.6566	0.8103
No log	10.9091	240	0.6558	0.5067	0.6558	0.8098
No log	11.0	242	0.6479	0.5247	0.6479	0.8049
No log	11.0909	244	0.6415	0.4949	0.6415	0.8009
No log	11.1818	246	0.6343	0.5316	0.6343	0.7964
No log	11.2727	248	0.6432	0.5222	0.6432	0.8020
No log	11.3636	250	0.6499	0.4875	0.6499	0.8062
No log	11.4545	252	0.6509	0.4875	0.6509	0.8068
No log	11.5455	254	0.6578	0.4877	0.6578	0.8111
No log	11.6364	256	0.6470	0.4753	0.6470	0.8044
No log	11.7273	258	0.6792	0.4889	0.6792	0.8242
No log	11.8182	260	0.6827	0.5106	0.6827	0.8262
No log	11.9091	262	0.6877	0.4954	0.6877	0.8293
No log	12.0	264	0.6696	0.5124	0.6696	0.8183
No log	12.0909	266	0.6630	0.5250	0.6630	0.8142
No log	12.1818	268	0.6570	0.4992	0.6570	0.8106
No log	12.2727	270	0.6613	0.5181	0.6613	0.8132
No log	12.3636	272	0.6691	0.5440	0.6691	0.8180
No log	12.4545	274	0.6648	0.5161	0.6648	0.8153
No log	12.5455	276	0.6760	0.4966	0.6760	0.8222
No log	12.6364	278	0.6629	0.4966	0.6629	0.8142
No log	12.7273	280	0.6686	0.5453	0.6686	0.8177
No log	12.8182	282	0.6810	0.5210	0.6810	0.8252
No log	12.9091	284	0.6839	0.5227	0.6839	0.8270
No log	13.0	286	0.6813	0.5148	0.6813	0.8254
No log	13.0909	288	0.6718	0.5712	0.6718	0.8196
No log	13.1818	290	0.6687	0.5549	0.6687	0.8177
No log	13.2727	292	0.6638	0.5247	0.6638	0.8148
No log	13.3636	294	0.6474	0.5402	0.6474	0.8046
No log	13.4545	296	0.6571	0.4261	0.6571	0.8106
No log	13.5455	298	0.6252	0.4881	0.6252	0.7907
No log	13.6364	300	0.6240	0.5164	0.6240	0.7899
No log	13.7273	302	0.6329	0.5137	0.6329	0.7956
No log	13.8182	304	0.6248	0.5084	0.6248	0.7904
No log	13.9091	306	0.6305	0.5212	0.6305	0.7940
No log	14.0	308	0.6522	0.4777	0.6522	0.8076
No log	14.0909	310	0.6585	0.4946	0.6585	0.8115
No log	14.1818	312	0.6574	0.4920	0.6574	0.8108
No log	14.2727	314	0.6520	0.5790	0.6520	0.8075
No log	14.3636	316	0.6393	0.5301	0.6393	0.7996
No log	14.4545	318	0.6338	0.5045	0.6338	0.7961
No log	14.5455	320	0.6290	0.5197	0.6290	0.7931
No log	14.6364	322	0.6710	0.5256	0.6710	0.8191
No log	14.7273	324	0.7481	0.4651	0.7481	0.8649
No log	14.8182	326	0.7147	0.4678	0.7147	0.8454
No log	14.9091	328	0.6122	0.5144	0.6122	0.7824
No log	15.0	330	0.6742	0.4707	0.6742	0.8211
No log	15.0909	332	0.8733	0.3854	0.8733	0.9345
No log	15.1818	334	0.9088	0.3883	0.9088	0.9533
No log	15.2727	336	0.7468	0.4377	0.7468	0.8642
No log	15.3636	338	0.6000	0.5049	0.6000	0.7746
No log	15.4545	340	0.6055	0.5313	0.6055	0.7781
No log	15.5455	342	0.6050	0.5229	0.6050	0.7778
No log	15.6364	344	0.6306	0.4716	0.6306	0.7941
No log	15.7273	346	0.7907	0.4317	0.7907	0.8892
No log	15.8182	348	0.8826	0.3855	0.8826	0.9394
No log	15.9091	350	0.7646	0.4107	0.7646	0.8744
No log	16.0	352	0.6267	0.5024	0.6267	0.7916
No log	16.0909	354	0.6116	0.5384	0.6116	0.7820
No log	16.1818	356	0.6289	0.5556	0.6289	0.7931
No log	16.2727	358	0.6147	0.5543	0.6147	0.7840
No log	16.3636	360	0.6368	0.5333	0.6367	0.7980
No log	16.4545	362	0.7096	0.4782	0.7096	0.8424
No log	16.5455	364	0.7082	0.4855	0.7082	0.8416
No log	16.6364	366	0.6565	0.4816	0.6565	0.8102
No log	16.7273	368	0.6255	0.5250	0.6255	0.7909
No log	16.8182	370	0.6242	0.5768	0.6242	0.7900
No log	16.9091	372	0.6070	0.5012	0.6070	0.7791
No log	17.0	374	0.6158	0.5053	0.6158	0.7848
No log	17.0909	376	0.6380	0.4474	0.6380	0.7988
No log	17.1818	378	0.6285	0.4646	0.6285	0.7928
No log	17.2727	380	0.6130	0.4945	0.6130	0.7829
No log	17.3636	382	0.6190	0.5031	0.6190	0.7868
No log	17.4545	384	0.6375	0.4713	0.6375	0.7984
No log	17.5455	386	0.6464	0.4617	0.6464	0.8040
No log	17.6364	388	0.6182	0.4971	0.6182	0.7863
No log	17.7273	390	0.6098	0.5390	0.6098	0.7809
No log	17.8182	392	0.6139	0.5302	0.6139	0.7835
No log	17.9091	394	0.6240	0.5222	0.6240	0.7899
No log	18.0	396	0.6422	0.5386	0.6422	0.8014
No log	18.0909	398	0.6565	0.5426	0.6565	0.8103
No log	18.1818	400	0.6547	0.5284	0.6547	0.8092
No log	18.2727	402	0.6442	0.5970	0.6442	0.8026
No log	18.3636	404	0.6277	0.5573	0.6277	0.7923
No log	18.4545	406	0.6250	0.5143	0.6250	0.7906
No log	18.5455	408	0.6191	0.4984	0.6191	0.7868
No log	18.6364	410	0.6183	0.4957	0.6183	0.7863
No log	18.7273	412	0.6231	0.5464	0.6231	0.7894
No log	18.8182	414	0.6221	0.5335	0.6221	0.7888
No log	18.9091	416	0.6383	0.5524	0.6383	0.7989
No log	19.0	418	0.6410	0.5440	0.6410	0.8006
No log	19.0909	420	0.6310	0.5525	0.6310	0.7944
No log	19.1818	422	0.6316	0.5126	0.6316	0.7947
No log	19.2727	424	0.6250	0.5464	0.6250	0.7906
No log	19.3636	426	0.6240	0.5033	0.6240	0.7900
No log	19.4545	428	0.6211	0.5139	0.6211	0.7881
No log	19.5455	430	0.6221	0.5229	0.6221	0.7887
No log	19.6364	432	0.6336	0.5531	0.6336	0.7960
No log	19.7273	434	0.6826	0.4454	0.6826	0.8262
No log	19.8182	436	0.7450	0.4496	0.7450	0.8631
No log	19.9091	438	0.7056	0.4649	0.7056	0.8400
No log	20.0	440	0.6416	0.5475	0.6416	0.8010
No log	20.0909	442	0.6340	0.5651	0.6340	0.7962
No log	20.1818	444	0.6331	0.5691	0.6331	0.7957
No log	20.2727	446	0.6244	0.5572	0.6244	0.7902
No log	20.3636	448	0.6574	0.4332	0.6574	0.8108
No log	20.4545	450	0.6566	0.4533	0.6566	0.8103
No log	20.5455	452	0.6272	0.4582	0.6272	0.7920
No log	20.6364	454	0.6210	0.4916	0.6210	0.7881
No log	20.7273	456	0.6103	0.5507	0.6103	0.7812
No log	20.8182	458	0.6140	0.5628	0.6140	0.7836
No log	20.9091	460	0.6190	0.5713	0.6190	0.7867
No log	21.0	462	0.6227	0.5390	0.6227	0.7891
No log	21.0909	464	0.6414	0.4643	0.6414	0.8009
No log	21.1818	466	0.6412	0.4643	0.6412	0.8007
No log	21.2727	468	0.6317	0.4623	0.6317	0.7948
No log	21.3636	470	0.6055	0.5121	0.6055	0.7781
No log	21.4545	472	0.5999	0.5563	0.5999	0.7745
No log	21.5455	474	0.6101	0.5295	0.6101	0.7811
No log	21.6364	476	0.6029	0.5409	0.6029	0.7764
No log	21.7273	478	0.6099	0.5595	0.6099	0.7809
No log	21.8182	480	0.6408	0.4855	0.6408	0.8005
No log	21.9091	482	0.6546	0.4859	0.6546	0.8091
No log	22.0	484	0.6510	0.5139	0.6510	0.8068
No log	22.0909	486	0.6537	0.5231	0.6537	0.8085
No log	22.1818	488	0.6525	0.5206	0.6525	0.8078
No log	22.2727	490	0.6472	0.5250	0.6472	0.8045
No log	22.3636	492	0.6434	0.5122	0.6434	0.8021
No log	22.4545	494	0.6512	0.5306	0.6512	0.8070
No log	22.5455	496	0.6929	0.4559	0.6929	0.8324
No log	22.6364	498	0.7368	0.4722	0.7368	0.8584
0.3237	22.7273	500	0.6979	0.4786	0.6979	0.8354
0.3237	22.8182	502	0.6608	0.5216	0.6608	0.8129
0.3237	22.9091	504	0.6761	0.5397	0.6761	0.8222
0.3237	23.0	506	0.6803	0.5487	0.6803	0.8248
0.3237	23.0909	508	0.6745	0.5398	0.6745	0.8213
0.3237	23.1818	510	0.6823	0.5106	0.6823	0.8260
0.3237	23.2727	512	0.6816	0.4837	0.6816	0.8256
0.3237	23.3636	514	0.6604	0.4736	0.6604	0.8126
0.3237	23.4545	516	0.6527	0.4736	0.6527	0.8079
0.3237	23.5455	518	0.6560	0.4940	0.6560	0.8100
0.3237	23.6364	520	0.6746	0.4854	0.6746	0.8214
0.3237	23.7273	522	0.6576	0.4705	0.6576	0.8109
0.3237	23.8182	524	0.6548	0.4826	0.6548	0.8092
0.3237	23.9091	526	0.6592	0.4852	0.6592	0.8119
0.3237	24.0	528	0.6541	0.5114	0.6541	0.8087
0.3237	24.0909	530	0.6692	0.5100	0.6692	0.8180
0.3237	24.1818	532	0.6652	0.5415	0.6652	0.8156
0.3237	24.2727	534	0.6601	0.5311	0.6601	0.8124
0.3237	24.3636	536	0.6403	0.5097	0.6403	0.8002
0.3237	24.4545	538	0.6367	0.5427	0.6367	0.7979
0.3237	24.5455	540	0.6336	0.5397	0.6336	0.7960
0.3237	24.6364	542	0.6154	0.4978	0.6154	0.7845
0.3237	24.7273	544	0.6169	0.5065	0.6169	0.7855
0.3237	24.8182	546	0.6230	0.5024	0.6230	0.7893
0.3237	24.9091	548	0.6204	0.5203	0.6204	0.7877
0.3237	25.0	550	0.6311	0.5397	0.6311	0.7944
0.3237	25.0909	552	0.6494	0.5708	0.6494	0.8059
0.3237	25.1818	554	0.6476	0.5505	0.6476	0.8047
0.3237	25.2727	556	0.6304	0.5282	0.6304	0.7940
0.3237	25.3636	558	0.6820	0.4667	0.6820	0.8258
0.3237	25.4545	560	0.7469	0.4715	0.7469	0.8642
0.3237	25.5455	562	0.7413	0.4896	0.7413	0.8610
0.3237	25.6364	564	0.6684	0.4868	0.6684	0.8176
0.3237	25.7273	566	0.6250	0.4998	0.6250	0.7905
0.3237	25.8182	568	0.6299	0.5567	0.6299	0.7937
0.3237	25.9091	570	0.6394	0.5689	0.6394	0.7996
0.3237	26.0	572	0.6222	0.5434	0.6222	0.7888
0.3237	26.0909	574	0.6205	0.4948	0.6205	0.7877
0.3237	26.1818	576	0.6375	0.5004	0.6375	0.7984
0.3237	26.2727	578	0.6647	0.4931	0.6647	0.8153
0.3237	26.3636	580	0.6511	0.5056	0.6511	0.8069
0.3237	26.4545	582	0.6301	0.5257	0.6301	0.7938
0.3237	26.5455	584	0.6469	0.5284	0.6469	0.8043
0.3237	26.6364	586	0.6546	0.5392	0.6546	0.8091
0.3237	26.7273	588	0.6414	0.5152	0.6414	0.8009
0.3237	26.8182	590	0.6326	0.4979	0.6326	0.7954
0.3237	26.9091	592	0.6273	0.4992	0.6273	0.7920
0.3237	27.0	594	0.6221	0.4727	0.6221	0.7887
0.3237	27.0909	596	0.6171	0.4628	0.6171	0.7855
0.3237	27.1818	598	0.6098	0.5290	0.6098	0.7809
0.3237	27.2727	600	0.6140	0.4998	0.6140	0.7836
0.3237	27.3636	602	0.6155	0.5143	0.6155	0.7846
0.3237	27.4545	604	0.6061	0.5212	0.6061	0.7785
0.3237	27.5455	606	0.6013	0.5273	0.6013	0.7754
0.3237	27.6364	608	0.6029	0.5273	0.6029	0.7765
0.3237	27.7273	610	0.6124	0.5384	0.6124	0.7826
0.3237	27.8182	612	0.6376	0.5449	0.6376	0.7985
0.3237	27.9091	614	0.6376	0.5472	0.6376	0.7985
0.3237	28.0	616	0.6312	0.5535	0.6312	0.7945
0.3237	28.0909	618	0.6281	0.5618	0.6281	0.7925
0.3237	28.1818	620	0.6129	0.5403	0.6129	0.7829
0.3237	28.2727	622	0.6077	0.5114	0.6077	0.7796
0.3237	28.3636	624	0.6039	0.5352	0.6039	0.7771
0.3237	28.4545	626	0.6037	0.5136	0.6037	0.7770
0.3237	28.5455	628	0.6023	0.5061	0.6023	0.7761
0.3237	28.6364	630	0.6061	0.4856	0.6061	0.7785
0.3237	28.7273	632	0.6210	0.4551	0.6210	0.7880
0.3237	28.8182	634	0.6174	0.4843	0.6174	0.7858
0.3237	28.9091	636	0.6112	0.5507	0.6112	0.7818
0.3237	29.0	638	0.6168	0.5525	0.6168	0.7854
0.3237	29.0909	640	0.6144	0.5464	0.6144	0.7838
0.3237	29.1818	642	0.6142	0.5839	0.6142	0.7837
0.3237	29.2727	644	0.6128	0.6044	0.6128	0.7828
0.3237	29.3636	646	0.6122	0.4949	0.6122	0.7825
0.3237	29.4545	648	0.6115	0.5011	0.6115	0.7820
0.3237	29.5455	650	0.6140	0.5470	0.6140	0.7836
0.3237	29.6364	652	0.6233	0.5191	0.6233	0.7895
0.3237	29.7273	654	0.6323	0.5105	0.6323	0.7952
0.3237	29.8182	656	0.6473	0.5295	0.6473	0.8045
0.3237	29.9091	658	0.6422	0.5274	0.6422	0.8014
0.3237	30.0	660	0.6428	0.5368	0.6428	0.8017
0.3237	30.0909	662	0.6670	0.5160	0.6670	0.8167
0.3237	30.1818	664	0.6762	0.5106	0.6762	0.8223
0.3237	30.2727	666	0.6441	0.5017	0.6441	0.8026
0.3237	30.3636	668	0.6194	0.5152	0.6194	0.7870
0.3237	30.4545	670	0.6196	0.5088	0.6196	0.7872
0.3237	30.5455	672	0.6204	0.5248	0.6204	0.7876
0.3237	30.6364	674	0.6245	0.5306	0.6245	0.7903
0.3237	30.7273	676	0.6403	0.5375	0.6403	0.8002
0.3237	30.8182	678	0.6463	0.5437	0.6463	0.8039
0.3237	30.9091	680	0.6443	0.5415	0.6443	0.8027
0.3237	31.0	682	0.6468	0.5427	0.6468	0.8042
0.3237	31.0909	684	0.6430	0.5301	0.6430	0.8019
0.3237	31.1818	686	0.6343	0.5282	0.6343	0.7964
0.3237	31.2727	688	0.6523	0.5106	0.6523	0.8076
0.3237	31.3636	690	0.6676	0.5229	0.6676	0.8171
0.3237	31.4545	692	0.6650	0.5150	0.6650	0.8155
0.3237	31.5455	694	0.6516	0.5352	0.6516	0.8072
0.3237	31.6364	696	0.6571	0.5506	0.6571	0.8106
0.3237	31.7273	698	0.6621	0.5397	0.6621	0.8137
0.3237	31.8182	700	0.6438	0.5459	0.6438	0.8023
0.3237	31.9091	702	0.6423	0.5414	0.6423	0.8014
0.3237	32.0	704	0.6730	0.4758	0.6730	0.8204
0.3237	32.0909	706	0.6655	0.4873	0.6655	0.8158
0.3237	32.1818	708	0.6319	0.4726	0.6319	0.7949
0.3237	32.2727	710	0.6261	0.4721	0.6261	0.7912
0.3237	32.3636	712	0.6277	0.5004	0.6277	0.7923
0.3237	32.4545	714	0.6313	0.5142	0.6313	0.7945
0.3237	32.5455	716	0.6358	0.5489	0.6358	0.7974
0.3237	32.6364	718	0.6471	0.5197	0.6471	0.8044
0.3237	32.7273	720	0.6550	0.5349	0.6550	0.8093
0.3237	32.8182	722	0.6526	0.5469	0.6526	0.8078
0.3237	32.9091	724	0.6453	0.5342	0.6453	0.8033
0.3237	33.0	726	0.6383	0.5318	0.6383	0.7990
0.3237	33.0909	728	0.6346	0.5187	0.6346	0.7966
0.3237	33.1818	730	0.6369	0.5085	0.6369	0.7981
0.3237	33.2727	732	0.6431	0.5241	0.6431	0.8019
0.3237	33.3636	734	0.6528	0.5156	0.6528	0.8079
0.3237	33.4545	736	0.6489	0.4979	0.6489	0.8055
0.3237	33.5455	738	0.6565	0.4991	0.6565	0.8102
0.3237	33.6364	740	0.6747	0.4873	0.6747	0.8214
0.3237	33.7273	742	0.6756	0.4985	0.6756	0.8219
0.3237	33.8182	744	0.6573	0.5141	0.6573	0.8108
0.3237	33.9091	746	0.6359	0.4954	0.6359	0.7975
0.3237	34.0	748	0.6332	0.4954	0.6332	0.7957
0.3237	34.0909	750	0.6238	0.5103	0.6238	0.7898
0.3237	34.1818	752	0.6213	0.5124	0.6213	0.7882
0.3237	34.2727	754	0.6240	0.5035	0.6240	0.7899
0.3237	34.3636	756	0.6330	0.4923	0.6330	0.7956
0.3237	34.4545	758	0.6390	0.4665	0.6390	0.7994
0.3237	34.5455	760	0.6334	0.4665	0.6334	0.7959
0.3237	34.6364	762	0.6166	0.5288	0.6166	0.7853
0.3237	34.7273	764	0.6134	0.5397	0.6134	0.7832
0.3237	34.8182	766	0.6178	0.5318	0.6178	0.7860
0.3237	34.9091	768	0.6117	0.5247	0.6117	0.7821
0.3237	35.0	770	0.6202	0.4932	0.6202	0.7875
0.3237	35.0909	772	0.6743	0.4157	0.6743	0.8211
0.3237	35.1818	774	0.7209	0.4077	0.7209	0.8490
0.3237	35.2727	776	0.7090	0.4105	0.7090	0.8420
0.3237	35.3636	778	0.6550	0.4398	0.6550	0.8093
0.3237	35.4545	780	0.6110	0.5237	0.6110	0.7817
0.3237	35.5455	782	0.6094	0.5696	0.6094	0.7806
0.3237	35.6364	784	0.6124	0.5575	0.6124	0.7826
0.3237	35.7273	786	0.6117	0.5451	0.6117	0.7821
0.3237	35.8182	788	0.6056	0.5323	0.6056	0.7782
0.3237	35.9091	790	0.6002	0.4650	0.6002	0.7747
0.3237	36.0	792	0.6017	0.4844	0.6017	0.7757
0.3237	36.0909	794	0.6028	0.4951	0.6028	0.7764
0.3237	36.1818	796	0.6026	0.4832	0.6026	0.7763
0.3237	36.2727	798	0.6140	0.5111	0.6140	0.7836
0.3237	36.3636	800	0.6205	0.5555	0.6205	0.7877
0.3237	36.4545	802	0.6167	0.5375	0.6167	0.7853
0.3237	36.5455	804	0.6140	0.5135	0.6140	0.7836
0.3237	36.6364	806	0.6152	0.5432	0.6152	0.7843
0.3237	36.7273	808	0.6095	0.5432	0.6095	0.7807
0.3237	36.8182	810	0.6000	0.5124	0.6000	0.7746
0.3237	36.9091	812	0.5934	0.5088	0.5934	0.7703
0.3237	37.0	814	0.5865	0.4998	0.5865	0.7659
0.3237	37.0909	816	0.5809	0.5075	0.5809	0.7622
0.3237	37.1818	818	0.5776	0.4716	0.5776	0.7600
0.3237	37.2727	820	0.5785	0.4859	0.5785	0.7606
0.3237	37.3636	822	0.5826	0.4903	0.5826	0.7633
0.3237	37.4545	824	0.5967	0.5336	0.5967	0.7724
0.3237	37.5455	826	0.6041	0.5336	0.6041	0.7772
0.3237	37.6364	828	0.6124	0.5219	0.6124	0.7826
0.3237	37.7273	830	0.6355	0.5403	0.6355	0.7972
0.3237	37.8182	832	0.6538	0.5425	0.6538	0.8086
0.3237	37.9091	834	0.6511	0.5278	0.6511	0.8069
0.3237	38.0	836	0.6399	0.5327	0.6399	0.7999
0.3237	38.0909	838	0.6357	0.5315	0.6357	0.7973
0.3237	38.1818	840	0.6239	0.5381	0.6239	0.7899
0.3237	38.2727	842	0.6153	0.5541	0.6153	0.7844
0.3237	38.3636	844	0.6074	0.5420	0.6074	0.7794
0.3237	38.4545	846	0.6029	0.5736	0.6029	0.7765
0.3237	38.5455	848	0.6031	0.5668	0.6031	0.7766
0.3237	38.6364	850	0.6209	0.5397	0.6209	0.7880
0.3237	38.7273	852	0.6380	0.5020	0.6380	0.7987
0.3237	38.8182	854	0.6343	0.5441	0.6343	0.7964
0.3237	38.9091	856	0.6113	0.5919	0.6113	0.7818
0.3237	39.0	858	0.6101	0.5271	0.6101	0.7811
0.3237	39.0909	860	0.6440	0.5033	0.6440	0.8025
0.3237	39.1818	862	0.6630	0.4949	0.6630	0.8143
0.3237	39.2727	864	0.6441	0.4851	0.6441	0.8025
0.3237	39.3636	866	0.6196	0.5699	0.6196	0.7872
0.3237	39.4545	868	0.6298	0.5986	0.6298	0.7936
0.3237	39.5455	870	0.6331	0.5864	0.6331	0.7957
0.3237	39.6364	872	0.6190	0.6150	0.6190	0.7868
0.3237	39.7273	874	0.6109	0.5951	0.6109	0.7816
0.3237	39.8182	876	0.6021	0.6031	0.6021	0.7759
0.3237	39.9091	878	0.5965	0.5919	0.5965	0.7724
0.3237	40.0	880	0.5877	0.6049	0.5877	0.7666
0.3237	40.0909	882	0.5867	0.5779	0.5867	0.7660
0.3237	40.1818	884	0.5896	0.5838	0.5896	0.7678
0.3237	40.2727	886	0.5929	0.6168	0.5929	0.7700
0.3237	40.3636	888	0.6011	0.6007	0.6011	0.7753
0.3237	40.4545	890	0.6003	0.5982	0.6003	0.7748
0.3237	40.5455	892	0.5917	0.5962	0.5917	0.7692
0.3237	40.6364	894	0.5934	0.5379	0.5934	0.7703
0.3237	40.7273	896	0.6036	0.5087	0.6036	0.7769
0.3237	40.8182	898	0.5967	0.5134	0.5967	0.7725
0.3237	40.9091	900	0.5926	0.5379	0.5926	0.7698
0.3237	41.0	902	0.5879	0.5695	0.5879	0.7667
0.3237	41.0909	904	0.5888	0.5965	0.5888	0.7674
0.3237	41.1818	906	0.5941	0.5881	0.5941	0.7708
0.3237	41.2727	908	0.6036	0.5712	0.6036	0.7769
0.3237	41.3636	910	0.6041	0.5713	0.6041	0.7773
0.3237	41.4545	912	0.6068	0.5741	0.6068	0.7789
0.3237	41.5455	914	0.6195	0.5270	0.6195	0.7871
0.3237	41.6364	916	0.6150	0.5270	0.6150	0.7842
0.3237	41.7273	918	0.6051	0.5625	0.6051	0.7779
0.3237	41.8182	920	0.5987	0.5466	0.5987	0.7738
0.3237	41.9091	922	0.5987	0.5466	0.5987	0.7737
0.3237	42.0	924	0.5967	0.5356	0.5967	0.7725
0.3237	42.0909	926	0.5976	0.5349	0.5976	0.7731
0.3237	42.1818	928	0.5958	0.5349	0.5958	0.7719
0.3237	42.2727	930	0.5971	0.5604	0.5971	0.7727
0.3237	42.3636	932	0.6034	0.5502	0.6034	0.7768
0.3237	42.4545	934	0.6038	0.5502	0.6038	0.7770
0.3237	42.5455	936	0.6078	0.5502	0.6078	0.7796
0.3237	42.6364	938	0.6117	0.5724	0.6117	0.7821
0.3237	42.7273	940	0.6131	0.5665	0.6131	0.7830
0.3237	42.8182	942	0.6089	0.5584	0.6089	0.7803
0.3237	42.9091	944	0.6061	0.5741	0.6061	0.7785
0.3237	43.0	946	0.6015	0.5757	0.6015	0.7755
0.3237	43.0909	948	0.6003	0.5735	0.6003	0.7748
0.3237	43.1818	950	0.6009	0.5735	0.6009	0.7752
0.3237	43.2727	952	0.5992	0.5579	0.5992	0.7741
0.3237	43.3636	954	0.6046	0.5344	0.6046	0.7775
0.3237	43.4545	956	0.6026	0.5344	0.6026	0.7763
0.3237	43.5455	958	0.5973	0.5601	0.5973	0.7728
0.3237	43.6364	960	0.5966	0.5877	0.5966	0.7724
0.3237	43.7273	962	0.6013	0.5796	0.6013	0.7755
0.3237	43.8182	964	0.6007	0.5757	0.6007	0.7750
0.3237	43.9091	966	0.6039	0.5660	0.6039	0.7771
0.3237	44.0	968	0.6148	0.5604	0.6148	0.7841
0.3237	44.0909	970	0.6354	0.5334	0.6354	0.7971
0.3237	44.1818	972	0.6374	0.5571	0.6374	0.7984
0.3237	44.2727	974	0.6294	0.5546	0.6294	0.7933
0.3237	44.3636	976	0.6210	0.5483	0.6210	0.7880
0.3237	44.4545	978	0.6271	0.5547	0.6271	0.7919
0.3237	44.5455	980	0.6302	0.5463	0.6302	0.7938
0.3237	44.6364	982	0.6263	0.5403	0.6263	0.7914
0.3237	44.7273	984	0.6240	0.5158	0.6240	0.7899
0.3237	44.8182	986	0.6393	0.5548	0.6393	0.7996
0.3237	44.9091	988	0.6413	0.5548	0.6413	0.8008
0.3237	45.0	990	0.6318	0.5623	0.6318	0.7949
0.3237	45.0909	992	0.6265	0.5216	0.6265	0.7915
0.3237	45.1818	994	0.6336	0.5226	0.6336	0.7960
0.3237	45.2727	996	0.6351	0.5312	0.6351	0.7969
0.3237	45.3636	998	0.6275	0.5120	0.6275	0.7921
0.0596	45.4545	1000	0.6278	0.5290	0.6278	0.7923
0.0596	45.5455	1002	0.6415	0.5385	0.6415	0.8010
0.0596	45.6364	1004	0.6554	0.5244	0.6554	0.8096
0.0596	45.7273	1006	0.6599	0.5122	0.6599	0.8124
0.0596	45.8182	1008	0.6513	0.5084	0.6513	0.8070
0.0596	45.9091	1010	0.6453	0.5155	0.6453	0.8033
0.0596	46.0	1012	0.6390	0.5212	0.6390	0.7993

Framework versions

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