ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_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: 0.5950
• Qwk: 0.5193
• Mse: 0.5950
• Rmse: 0.7714

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	0.0317	2	4.3979	-0.0115	4.3979	2.0971
No log	0.0635	4	2.2898	0.0431	2.2898	1.5132
No log	0.0952	6	1.2533	0.0302	1.2533	1.1195
No log	0.1270	8	1.3117	-0.0505	1.3117	1.1453
No log	0.1587	10	1.2201	-0.1641	1.2201	1.1046
No log	0.1905	12	0.9332	0.0730	0.9332	0.9660
No log	0.2222	14	0.8426	0.1417	0.8426	0.9179
No log	0.2540	16	0.7793	0.2125	0.7793	0.8828
No log	0.2857	18	1.0486	0.1990	1.0486	1.0240
No log	0.3175	20	1.8931	0.1392	1.8931	1.3759
No log	0.3492	22	1.4227	0.1652	1.4227	1.1928
No log	0.3810	24	0.7422	0.3773	0.7422	0.8615
No log	0.4127	26	0.6758	0.3097	0.6758	0.8220
No log	0.4444	28	0.6569	0.4029	0.6569	0.8105
No log	0.4762	30	0.6460	0.3884	0.6460	0.8038
No log	0.5079	32	0.6860	0.4277	0.6860	0.8282
No log	0.5397	34	1.1220	0.2693	1.1220	1.0592
No log	0.5714	36	1.9296	0.1924	1.9296	1.3891
No log	0.6032	38	2.1556	0.1601	2.1556	1.4682
No log	0.6349	40	1.6610	0.2118	1.6610	1.2888
No log	0.6667	42	1.2274	0.1567	1.2274	1.1079
No log	0.6984	44	0.8146	0.2947	0.8146	0.9025
No log	0.7302	46	0.6466	0.3585	0.6466	0.8041
No log	0.7619	48	0.6274	0.3728	0.6274	0.7921
No log	0.7937	50	0.6135	0.3801	0.6135	0.7832
No log	0.8254	52	0.6186	0.3843	0.6186	0.7865
No log	0.8571	54	0.6496	0.3460	0.6496	0.8060
No log	0.8889	56	0.6500	0.3460	0.6500	0.8062
No log	0.9206	58	0.6825	0.3529	0.6825	0.8262
No log	0.9524	60	0.8862	0.3714	0.8862	0.9414
No log	0.9841	62	1.1617	0.3642	1.1617	1.0778
No log	1.0159	64	1.3702	0.2736	1.3702	1.1706
No log	1.0476	66	0.8554	0.3978	0.8554	0.9249
No log	1.0794	68	0.6271	0.4444	0.6271	0.7919
No log	1.1111	70	0.6042	0.4935	0.6042	0.7773
No log	1.1429	72	0.5938	0.4016	0.5938	0.7706
No log	1.1746	74	0.6118	0.4239	0.6118	0.7822
No log	1.2063	76	0.6024	0.3617	0.6024	0.7761
No log	1.2381	78	0.6482	0.3729	0.6482	0.8051
No log	1.2698	80	0.8944	0.3286	0.8944	0.9457
No log	1.3016	82	0.8622	0.3040	0.8622	0.9285
No log	1.3333	84	0.6627	0.3641	0.6627	0.8140
No log	1.3651	86	0.6115	0.3823	0.6115	0.7820
No log	1.3968	88	0.6720	0.3183	0.6720	0.8197
No log	1.4286	90	0.6879	0.3481	0.6879	0.8294
No log	1.4603	92	0.6344	0.3857	0.6344	0.7965
No log	1.4921	94	0.7410	0.3564	0.7410	0.8608
No log	1.5238	96	1.1027	0.0848	1.1027	1.0501
No log	1.5556	98	1.2901	0.1662	1.2901	1.1358
No log	1.5873	100	1.0792	0.2068	1.0792	1.0388
No log	1.6190	102	0.6678	0.4274	0.6678	0.8172
No log	1.6508	104	0.6573	0.5230	0.6573	0.8107
No log	1.6825	106	0.6978	0.5046	0.6978	0.8353
No log	1.7143	108	0.6135	0.5287	0.6135	0.7832
No log	1.7460	110	0.6458	0.4845	0.6458	0.8036
No log	1.7778	112	0.7864	0.4967	0.7864	0.8868
No log	1.8095	114	0.8526	0.4708	0.8526	0.9233
No log	1.8413	116	0.7636	0.5200	0.7636	0.8738
No log	1.8730	118	0.7024	0.5610	0.7024	0.8381
No log	1.9048	120	0.6108	0.5109	0.6108	0.7815
No log	1.9365	122	0.5753	0.4998	0.5753	0.7585
No log	1.9683	124	0.5798	0.5602	0.5798	0.7614
No log	2.0	126	0.5724	0.5127	0.5724	0.7566
No log	2.0317	128	0.5935	0.5652	0.5935	0.7704
No log	2.0635	130	0.5728	0.5337	0.5728	0.7568
No log	2.0952	132	0.6283	0.5734	0.6283	0.7926
No log	2.1270	134	0.8178	0.4745	0.8178	0.9043
No log	2.1587	136	0.8622	0.4527	0.8622	0.9285
No log	2.1905	138	0.7459	0.5141	0.7459	0.8637
No log	2.2222	140	0.5867	0.5935	0.5867	0.7660
No log	2.2540	142	0.6255	0.5552	0.6255	0.7909
No log	2.2857	144	0.6822	0.5324	0.6822	0.8260
No log	2.3175	146	0.6211	0.5492	0.6211	0.7881
No log	2.3492	148	0.5608	0.4918	0.5608	0.7489
No log	2.3810	150	0.5633	0.5707	0.5633	0.7506
No log	2.4127	152	0.5799	0.5529	0.5799	0.7615
No log	2.4444	154	0.5543	0.5255	0.5543	0.7445
No log	2.4762	156	0.5479	0.5481	0.5479	0.7402
No log	2.5079	158	0.5502	0.4914	0.5502	0.7418
No log	2.5397	160	0.5416	0.5169	0.5416	0.7359
No log	2.5714	162	0.5516	0.4948	0.5516	0.7427
No log	2.6032	164	0.6038	0.4507	0.6038	0.7771
No log	2.6349	166	0.6080	0.4641	0.6080	0.7797
No log	2.6667	168	0.5679	0.4774	0.5679	0.7536
No log	2.6984	170	0.6170	0.5078	0.6170	0.7855
No log	2.7302	172	0.6321	0.4931	0.6321	0.7950
No log	2.7619	174	0.6222	0.4898	0.6222	0.7888
No log	2.7937	176	0.6322	0.4686	0.6322	0.7951
No log	2.8254	178	0.6480	0.4832	0.6480	0.8050
No log	2.8571	180	0.6443	0.4897	0.6443	0.8027
No log	2.8889	182	0.6319	0.4863	0.6319	0.7949
No log	2.9206	184	0.6182	0.4991	0.6182	0.7862
No log	2.9524	186	0.6146	0.5122	0.6146	0.7840
No log	2.9841	188	0.6140	0.4853	0.6140	0.7836
No log	3.0159	190	0.6625	0.4658	0.6625	0.8139
No log	3.0476	192	0.7147	0.4615	0.7147	0.8454
No log	3.0794	194	0.6649	0.4721	0.6649	0.8154
No log	3.1111	196	0.6356	0.4192	0.6356	0.7972
No log	3.1429	198	0.6743	0.4854	0.6743	0.8212
No log	3.1746	200	0.6856	0.4812	0.6856	0.8280
No log	3.2063	202	0.6652	0.3870	0.6652	0.8156
No log	3.2381	204	0.7199	0.4102	0.7199	0.8485
No log	3.2698	206	0.7115	0.4162	0.7115	0.8435
No log	3.3016	208	0.6685	0.4504	0.6685	0.8176
No log	3.3333	210	0.6722	0.4255	0.6722	0.8199
No log	3.3651	212	0.6574	0.48	0.6574	0.8108
No log	3.3968	214	0.6893	0.4381	0.6893	0.8303
No log	3.4286	216	0.6947	0.4472	0.6947	0.8335
No log	3.4603	218	0.6459	0.4155	0.6459	0.8037
No log	3.4921	220	0.6435	0.3668	0.6435	0.8022
No log	3.5238	222	0.6741	0.3227	0.6741	0.8210
No log	3.5556	224	0.6530	0.3965	0.6530	0.8081
No log	3.5873	226	0.6461	0.4730	0.6461	0.8038
No log	3.6190	228	0.6620	0.4434	0.6620	0.8136
No log	3.6508	230	0.8151	0.4395	0.8151	0.9028
No log	3.6825	232	0.9206	0.3471	0.9206	0.9595
No log	3.7143	234	0.7957	0.3915	0.7957	0.8920
No log	3.7460	236	0.6353	0.4422	0.6353	0.7971
No log	3.7778	238	0.6787	0.3534	0.6787	0.8238
No log	3.8095	240	0.7325	0.3778	0.7325	0.8559
No log	3.8413	242	0.6777	0.3239	0.6777	0.8232
No log	3.8730	244	0.6234	0.4071	0.6234	0.7896
No log	3.9048	246	0.6346	0.4554	0.6346	0.7966
No log	3.9365	248	0.6289	0.3982	0.6289	0.7930
No log	3.9683	250	0.6332	0.4144	0.6332	0.7957
No log	4.0	252	0.6386	0.4292	0.6386	0.7991
No log	4.0317	254	0.6588	0.4100	0.6588	0.8117
No log	4.0635	256	0.6986	0.4386	0.6986	0.8359
No log	4.0952	258	0.6890	0.4133	0.6890	0.8300
No log	4.1270	260	0.6784	0.4039	0.6784	0.8236
No log	4.1587	262	0.6956	0.4405	0.6956	0.8340
No log	4.1905	264	0.6968	0.4405	0.6968	0.8347
No log	4.2222	266	0.7041	0.4495	0.7041	0.8391
No log	4.2540	268	0.6727	0.4282	0.6727	0.8202
No log	4.2857	270	0.6339	0.4956	0.6339	0.7962
No log	4.3175	272	0.6372	0.4664	0.6372	0.7982
No log	4.3492	274	0.6252	0.4815	0.6252	0.7907
No log	4.3810	276	0.6643	0.3631	0.6643	0.8151
No log	4.4127	278	0.6900	0.4009	0.6900	0.8307
No log	4.4444	280	0.6605	0.3552	0.6605	0.8127
No log	4.4762	282	0.6581	0.3798	0.6581	0.8113
No log	4.5079	284	0.6676	0.4802	0.6676	0.8171
No log	4.5397	286	0.6798	0.4984	0.6798	0.8245
No log	4.5714	288	0.6944	0.5128	0.6944	0.8333
No log	4.6032	290	0.7125	0.4773	0.7125	0.8441
No log	4.6349	292	0.6961	0.5103	0.6961	0.8343
No log	4.6667	294	0.7100	0.5405	0.7100	0.8426
No log	4.6984	296	0.7035	0.5195	0.7035	0.8388
No log	4.7302	298	0.6957	0.5024	0.6957	0.8341
No log	4.7619	300	0.7402	0.3950	0.7402	0.8604
No log	4.7937	302	0.8106	0.4047	0.8106	0.9004
No log	4.8254	304	0.7294	0.4241	0.7294	0.8540
No log	4.8571	306	0.6999	0.4371	0.6999	0.8366
No log	4.8889	308	0.7003	0.4496	0.7003	0.8368
No log	4.9206	310	0.7271	0.4255	0.7271	0.8527
No log	4.9524	312	0.7159	0.4349	0.7159	0.8461
No log	4.9841	314	0.6559	0.4151	0.6559	0.8099
No log	5.0159	316	0.6594	0.3821	0.6594	0.8121
No log	5.0476	318	0.6623	0.3994	0.6623	0.8138
No log	5.0794	320	0.6537	0.4110	0.6537	0.8085
No log	5.1111	322	0.6771	0.4573	0.6771	0.8229
No log	5.1429	324	0.6920	0.4444	0.6920	0.8319
No log	5.1746	326	0.6982	0.4606	0.6982	0.8356
No log	5.2063	328	0.6801	0.4519	0.6801	0.8247
No log	5.2381	330	0.6892	0.4467	0.6892	0.8302
No log	5.2698	332	0.6935	0.4621	0.6935	0.8328
No log	5.3016	334	0.6485	0.4694	0.6485	0.8053
No log	5.3333	336	0.6146	0.4657	0.6146	0.7839
No log	5.3651	338	0.6165	0.4410	0.6165	0.7852
No log	5.3968	340	0.6029	0.4489	0.6029	0.7764
No log	5.4286	342	0.6016	0.4863	0.6016	0.7756
No log	5.4603	344	0.6104	0.5164	0.6104	0.7813
No log	5.4921	346	0.6651	0.4863	0.6651	0.8156
No log	5.5238	348	0.6696	0.5009	0.6696	0.8183
No log	5.5556	350	0.7074	0.4767	0.7074	0.8410
No log	5.5873	352	0.7018	0.5133	0.7018	0.8377
No log	5.6190	354	0.6463	0.4852	0.6463	0.8039
No log	5.6508	356	0.6053	0.4332	0.6053	0.7780
No log	5.6825	358	0.6286	0.4779	0.6286	0.7929
No log	5.7143	360	0.6531	0.4184	0.6531	0.8081
No log	5.7460	362	0.6520	0.3782	0.6520	0.8074
No log	5.7778	364	0.6324	0.4276	0.6324	0.7952
No log	5.8095	366	0.6399	0.4793	0.6399	0.8000
No log	5.8413	368	0.6415	0.4633	0.6415	0.8009
No log	5.8730	370	0.6352	0.4751	0.6352	0.7970
No log	5.9048	372	0.6375	0.4846	0.6375	0.7984
No log	5.9365	374	0.6410	0.4774	0.6410	0.8006
No log	5.9683	376	0.6516	0.4757	0.6516	0.8072
No log	6.0	378	0.6463	0.4464	0.6463	0.8039
No log	6.0317	380	0.6575	0.5043	0.6575	0.8109
No log	6.0635	382	0.7258	0.5030	0.7258	0.8519
No log	6.0952	384	0.7248	0.5085	0.7248	0.8514
No log	6.1270	386	0.6935	0.5247	0.6935	0.8328
No log	6.1587	388	0.6308	0.5226	0.6308	0.7942
No log	6.1905	390	0.5953	0.4985	0.5953	0.7716
No log	6.2222	392	0.5924	0.4851	0.5924	0.7697
No log	6.2540	394	0.6008	0.4920	0.6008	0.7751
No log	6.2857	396	0.6041	0.5445	0.6041	0.7772
No log	6.3175	398	0.6020	0.5566	0.6020	0.7759
No log	6.3492	400	0.6325	0.5605	0.6325	0.7953
No log	6.3810	402	0.6800	0.4928	0.6800	0.8246
No log	6.4127	404	0.6414	0.4734	0.6414	0.8009
No log	6.4444	406	0.6142	0.5233	0.6142	0.7837
No log	6.4762	408	0.6005	0.5409	0.6005	0.7749
No log	6.5079	410	0.6003	0.5348	0.6003	0.7748
No log	6.5397	412	0.6090	0.5175	0.6090	0.7804
No log	6.5714	414	0.6554	0.4907	0.6554	0.8096
No log	6.6032	416	0.6463	0.4485	0.6463	0.8039
No log	6.6349	418	0.6127	0.5302	0.6127	0.7827
No log	6.6667	420	0.6047	0.5483	0.6047	0.7776
No log	6.6984	422	0.6061	0.5290	0.6061	0.7785
No log	6.7302	424	0.6313	0.5165	0.6313	0.7945
No log	6.7619	426	0.6626	0.5085	0.6626	0.8140
No log	6.7937	428	0.7017	0.4621	0.7017	0.8377
No log	6.8254	430	0.7059	0.4746	0.7059	0.8402
No log	6.8571	432	0.6983	0.4702	0.6983	0.8356
No log	6.8889	434	0.6398	0.5261	0.6398	0.7999
No log	6.9206	436	0.6144	0.5033	0.6144	0.7838
No log	6.9524	438	0.6289	0.5201	0.6289	0.7931
No log	6.9841	440	0.6436	0.4869	0.6436	0.8023
No log	7.0159	442	0.6175	0.4779	0.6175	0.7858
No log	7.0476	444	0.6194	0.4711	0.6194	0.7870
No log	7.0794	446	0.6391	0.4524	0.6391	0.7995
No log	7.1111	448	0.6293	0.4603	0.6293	0.7933
No log	7.1429	450	0.6140	0.4825	0.6140	0.7836
No log	7.1746	452	0.6087	0.4874	0.6087	0.7802
No log	7.2063	454	0.6239	0.4926	0.6239	0.7898
No log	7.2381	456	0.6195	0.4881	0.6195	0.7871
No log	7.2698	458	0.6196	0.4522	0.6196	0.7872
No log	7.3016	460	0.6247	0.4737	0.6247	0.7904
No log	7.3333	462	0.6374	0.4635	0.6374	0.7984
No log	7.3651	464	0.7362	0.4393	0.7362	0.8580
No log	7.3968	466	0.8266	0.3681	0.8266	0.9092
No log	7.4286	468	0.7657	0.4598	0.7657	0.8750
No log	7.4603	470	0.6441	0.4801	0.6441	0.8026
No log	7.4921	472	0.6111	0.4680	0.6111	0.7817
No log	7.5238	474	0.6136	0.4830	0.6136	0.7833
No log	7.5556	476	0.6108	0.4830	0.6108	0.7816
No log	7.5873	478	0.6104	0.4630	0.6104	0.7813
No log	7.6190	480	0.6057	0.4513	0.6057	0.7783
No log	7.6508	482	0.6057	0.4373	0.6057	0.7783
No log	7.6825	484	0.6277	0.4576	0.6277	0.7923
No log	7.7143	486	0.6472	0.4315	0.6472	0.8045
No log	7.7460	488	0.6604	0.4011	0.6604	0.8127
No log	7.7778	490	0.6412	0.4396	0.6412	0.8008
No log	7.8095	492	0.6338	0.4284	0.6338	0.7961
No log	7.8413	494	0.6413	0.4091	0.6413	0.8008
No log	7.8730	496	0.6421	0.4094	0.6421	0.8013
No log	7.9048	498	0.6446	0.4094	0.6446	0.8029
0.369	7.9365	500	0.6437	0.4157	0.6437	0.8023
0.369	7.9683	502	0.6496	0.4217	0.6496	0.8060
0.369	8.0	504	0.6734	0.3713	0.6734	0.8206
0.369	8.0317	506	0.7088	0.3815	0.7088	0.8419
0.369	8.0635	508	0.6908	0.3815	0.6908	0.8312
0.369	8.0952	510	0.6364	0.4149	0.6364	0.7977
0.369	8.1270	512	0.6364	0.4452	0.6364	0.7977
0.369	8.1587	514	0.6374	0.4555	0.6374	0.7984
0.369	8.1905	516	0.6195	0.4303	0.6195	0.7871
0.369	8.2222	518	0.5926	0.4204	0.5926	0.7698
0.369	8.2540	520	0.6075	0.4904	0.6075	0.7794
0.369	8.2857	522	0.6131	0.4933	0.6131	0.7830
0.369	8.3175	524	0.5938	0.4426	0.5938	0.7706
0.369	8.3492	526	0.5955	0.4745	0.5955	0.7717
0.369	8.3810	528	0.6131	0.4410	0.6131	0.7830
0.369	8.4127	530	0.6179	0.4410	0.6179	0.7860
0.369	8.4444	532	0.5961	0.4710	0.5961	0.7721
0.369	8.4762	534	0.5921	0.4810	0.5921	0.7695
0.369	8.5079	536	0.6343	0.5401	0.6343	0.7964
0.369	8.5397	538	0.6402	0.5468	0.6402	0.8001
0.369	8.5714	540	0.6117	0.4903	0.6117	0.7821
0.369	8.6032	542	0.6019	0.4826	0.6019	0.7758
0.369	8.6349	544	0.6053	0.4416	0.6053	0.7780
0.369	8.6667	546	0.5996	0.4490	0.5996	0.7743
0.369	8.6984	548	0.5920	0.5253	0.5920	0.7694
0.369	8.7302	550	0.6004	0.5159	0.6004	0.7749
0.369	8.7619	552	0.6478	0.5082	0.6478	0.8049
0.369	8.7937	554	0.7098	0.4654	0.7098	0.8425
0.369	8.8254	556	0.7475	0.4339	0.7475	0.8646
0.369	8.8571	558	0.7344	0.4224	0.7344	0.8570
0.369	8.8889	560	0.7081	0.4884	0.7081	0.8415
0.369	8.9206	562	0.6544	0.5022	0.6544	0.8090
0.369	8.9524	564	0.5859	0.5190	0.5859	0.7654
0.369	8.9841	566	0.6279	0.4662	0.6279	0.7924
0.369	9.0159	568	0.6822	0.4492	0.6822	0.8260
0.369	9.0476	570	0.6537	0.4695	0.6537	0.8085
0.369	9.0794	572	0.6140	0.4273	0.6140	0.7836
0.369	9.1111	574	0.6123	0.4365	0.6123	0.7825
0.369	9.1429	576	0.6140	0.4410	0.6140	0.7836
0.369	9.1746	578	0.6173	0.4812	0.6173	0.7857
0.369	9.2063	580	0.6100	0.4653	0.6100	0.7811
0.369	9.2381	582	0.6081	0.4683	0.6081	0.7798
0.369	9.2698	584	0.6111	0.4792	0.6111	0.7817
0.369	9.3016	586	0.6110	0.4657	0.6110	0.7817
0.369	9.3333	588	0.6058	0.4865	0.6058	0.7783
0.369	9.3651	590	0.6084	0.4702	0.6084	0.7800
0.369	9.3968	592	0.6059	0.4591	0.6059	0.7784
0.369	9.4286	594	0.6133	0.4686	0.6133	0.7831
0.369	9.4603	596	0.6125	0.4596	0.6125	0.7826
0.369	9.4921	598	0.6050	0.4716	0.6050	0.7778
0.369	9.5238	600	0.6138	0.4847	0.6138	0.7835
0.369	9.5556	602	0.6235	0.5041	0.6235	0.7897
0.369	9.5873	604	0.6381	0.5148	0.6381	0.7988
0.369	9.6190	606	0.6265	0.4296	0.6265	0.7915
0.369	9.6508	608	0.6367	0.4791	0.6367	0.7979
0.369	9.6825	610	0.6805	0.5149	0.6805	0.8249
0.369	9.7143	612	0.7014	0.4968	0.7014	0.8375
0.369	9.7460	614	0.6585	0.4972	0.6585	0.8115
0.369	9.7778	616	0.6194	0.4482	0.6194	0.7870
0.369	9.8095	618	0.6198	0.4482	0.6198	0.7873
0.369	9.8413	620	0.6264	0.4506	0.6264	0.7915
0.369	9.8730	622	0.6249	0.4551	0.6249	0.7905
0.369	9.9048	624	0.6265	0.4551	0.6265	0.7915
0.369	9.9365	626	0.6423	0.4537	0.6423	0.8014
0.369	9.9683	628	0.6488	0.4682	0.6488	0.8055
0.369	10.0	630	0.6196	0.4323	0.6196	0.7872
0.369	10.0317	632	0.6039	0.4607	0.6039	0.7771
0.369	10.0635	634	0.6122	0.4913	0.6122	0.7825
0.369	10.0952	636	0.6086	0.4963	0.6086	0.7801
0.369	10.1270	638	0.6057	0.4680	0.6057	0.7782
0.369	10.1587	640	0.6128	0.4913	0.6128	0.7828
0.369	10.1905	642	0.6387	0.5242	0.6387	0.7992
0.369	10.2222	644	0.6454	0.5128	0.6454	0.8034
0.369	10.2540	646	0.6264	0.4792	0.6264	0.7914
0.369	10.2857	648	0.6518	0.4674	0.6518	0.8073
0.369	10.3175	650	0.7135	0.4553	0.7135	0.8447
0.369	10.3492	652	0.7364	0.4184	0.7364	0.8581
0.369	10.3810	654	0.6965	0.4532	0.6965	0.8346
0.369	10.4127	656	0.6395	0.4805	0.6395	0.7997
0.369	10.4444	658	0.6316	0.5117	0.6316	0.7947
0.369	10.4762	660	0.6336	0.5296	0.6336	0.7960
0.369	10.5079	662	0.6328	0.5296	0.6328	0.7955
0.369	10.5397	664	0.6445	0.5180	0.6445	0.8028
0.369	10.5714	666	0.6647	0.5160	0.6647	0.8153
0.369	10.6032	668	0.6538	0.5160	0.6538	0.8086
0.369	10.6349	670	0.6375	0.5456	0.6375	0.7984
0.369	10.6667	672	0.6179	0.5247	0.6179	0.7861
0.369	10.6984	674	0.6285	0.4805	0.6285	0.7928
0.369	10.7302	676	0.6347	0.4623	0.6347	0.7967
0.369	10.7619	678	0.6205	0.4805	0.6205	0.7877
0.369	10.7937	680	0.6080	0.5189	0.6080	0.7798
0.369	10.8254	682	0.6017	0.5178	0.6017	0.7757
0.369	10.8571	684	0.5973	0.4903	0.5973	0.7728
0.369	10.8889	686	0.5961	0.4903	0.5961	0.7721
0.369	10.9206	688	0.6169	0.4227	0.6169	0.7854
0.369	10.9524	690	0.6690	0.4476	0.6690	0.8179
0.369	10.9841	692	0.6748	0.4625	0.6748	0.8214
0.369	11.0159	694	0.6625	0.4508	0.6625	0.8139
0.369	11.0476	696	0.6391	0.4462	0.6391	0.7995
0.369	11.0794	698	0.6292	0.4111	0.6292	0.7932
0.369	11.1111	700	0.6165	0.4686	0.6165	0.7852
0.369	11.1429	702	0.6140	0.4673	0.6140	0.7836
0.369	11.1746	704	0.6282	0.5165	0.6282	0.7926
0.369	11.2063	706	0.6317	0.5338	0.6317	0.7948
0.369	11.2381	708	0.6123	0.4729	0.6123	0.7825
0.369	11.2698	710	0.6181	0.4997	0.6181	0.7862
0.369	11.3016	712	0.6136	0.5010	0.6136	0.7833
0.369	11.3333	714	0.6017	0.4668	0.6017	0.7757
0.369	11.3651	716	0.6240	0.5155	0.6240	0.7899
0.369	11.3968	718	0.6634	0.5095	0.6634	0.8145
0.369	11.4286	720	0.6542	0.5109	0.6542	0.8088
0.369	11.4603	722	0.6099	0.5386	0.6099	0.7810
0.369	11.4921	724	0.6052	0.4549	0.6052	0.7779
0.369	11.5238	726	0.6127	0.5071	0.6127	0.7828
0.369	11.5556	728	0.6118	0.4569	0.6118	0.7822
0.369	11.5873	730	0.6164	0.5018	0.6164	0.7851
0.369	11.6190	732	0.6167	0.5018	0.6167	0.7853
0.369	11.6508	734	0.6295	0.4997	0.6295	0.7934
0.369	11.6825	736	0.6999	0.5104	0.6999	0.8366
0.369	11.7143	738	0.7534	0.4249	0.7534	0.8680
0.369	11.7460	740	0.7198	0.4389	0.7198	0.8484
0.369	11.7778	742	0.6442	0.5247	0.6442	0.8026
0.369	11.8095	744	0.6136	0.4723	0.6136	0.7833
0.369	11.8413	746	0.6125	0.4786	0.6125	0.7826
0.369	11.8730	748	0.6128	0.4983	0.6128	0.7828
0.369	11.9048	750	0.6121	0.4983	0.6121	0.7824
0.369	11.9365	752	0.6186	0.4716	0.6186	0.7865
0.369	11.9683	754	0.6064	0.4983	0.6064	0.7787
0.369	12.0	756	0.6049	0.4808	0.6049	0.7778
0.369	12.0317	758	0.6121	0.4303	0.6121	0.7823
0.369	12.0635	760	0.6041	0.4584	0.6041	0.7772
0.369	12.0952	762	0.5970	0.4740	0.5970	0.7727
0.369	12.1270	764	0.6091	0.4555	0.6091	0.7805
0.369	12.1587	766	0.6246	0.4736	0.6246	0.7903
0.369	12.1905	768	0.6172	0.4949	0.6172	0.7856
0.369	12.2222	770	0.6174	0.5011	0.6174	0.7857
0.369	12.2540	772	0.6201	0.4922	0.6201	0.7874
0.369	12.2857	774	0.6222	0.4822	0.6222	0.7888
0.369	12.3175	776	0.6421	0.4642	0.6421	0.8013
0.369	12.3492	778	0.6542	0.4671	0.6542	0.8088
0.369	12.3810	780	0.6481	0.4671	0.6481	0.8051
0.369	12.4127	782	0.6173	0.4635	0.6173	0.7857
0.369	12.4444	784	0.6110	0.4725	0.6110	0.7817
0.369	12.4762	786	0.6138	0.4649	0.6138	0.7835
0.369	12.5079	788	0.6217	0.5115	0.6217	0.7885
0.369	12.5397	790	0.6320	0.5010	0.6320	0.7950
0.369	12.5714	792	0.6378	0.4962	0.6378	0.7986
0.369	12.6032	794	0.6642	0.4579	0.6642	0.8150
0.369	12.6349	796	0.6558	0.4579	0.6558	0.8098
0.369	12.6667	798	0.6178	0.4948	0.6178	0.7860
0.369	12.6984	800	0.5846	0.4935	0.5846	0.7646
0.369	12.7302	802	0.5927	0.4882	0.5927	0.7699
0.369	12.7619	804	0.5960	0.4781	0.5960	0.7720
0.369	12.7937	806	0.5787	0.4723	0.5787	0.7607
0.369	12.8254	808	0.5706	0.4959	0.5706	0.7554
0.369	12.8571	810	0.5723	0.4704	0.5723	0.7565
0.369	12.8889	812	0.5767	0.4779	0.5767	0.7594
0.369	12.9206	814	0.5832	0.4976	0.5832	0.7637
0.369	12.9524	816	0.5794	0.4910	0.5794	0.7612
0.369	12.9841	818	0.5772	0.4887	0.5772	0.7598
0.369	13.0159	820	0.5758	0.4693	0.5758	0.7588
0.369	13.0476	822	0.5793	0.4900	0.5793	0.7611
0.369	13.0794	824	0.5913	0.4938	0.5913	0.7689
0.369	13.1111	826	0.5926	0.5018	0.5926	0.7698
0.369	13.1429	828	0.6046	0.5285	0.6046	0.7775
0.369	13.1746	830	0.6133	0.5179	0.6133	0.7831
0.369	13.2063	832	0.6130	0.5047	0.6130	0.7830
0.369	13.2381	834	0.6049	0.5042	0.6049	0.7778
0.369	13.2698	836	0.6053	0.4992	0.6053	0.7780
0.369	13.3016	838	0.5963	0.4756	0.5963	0.7722
0.369	13.3333	840	0.6354	0.5003	0.6354	0.7971
0.369	13.3651	842	0.6660	0.4851	0.6660	0.8161
0.369	13.3968	844	0.6243	0.4892	0.6243	0.7901
0.369	13.4286	846	0.5899	0.4756	0.5899	0.7681
0.369	13.4603	848	0.5940	0.4906	0.5940	0.7707
0.369	13.4921	850	0.5942	0.4732	0.5942	0.7708
0.369	13.5238	852	0.5986	0.4506	0.5986	0.7737
0.369	13.5556	854	0.6110	0.5214	0.6110	0.7817
0.369	13.5873	856	0.6085	0.4953	0.6085	0.7800
0.369	13.6190	858	0.5949	0.4899	0.5949	0.7713
0.369	13.6508	860	0.5880	0.4536	0.5880	0.7668
0.369	13.6825	862	0.5801	0.4316	0.5801	0.7616
0.369	13.7143	864	0.5715	0.4660	0.5715	0.7560
0.369	13.7460	866	0.5717	0.4319	0.5717	0.7561
0.369	13.7778	868	0.5781	0.4601	0.5781	0.7603
0.369	13.8095	870	0.5921	0.4864	0.5921	0.7695
0.369	13.8413	872	0.5820	0.4779	0.5820	0.7629
0.369	13.8730	874	0.5846	0.4842	0.5846	0.7646
0.369	13.9048	876	0.5961	0.4539	0.5961	0.7721
0.369	13.9365	878	0.6264	0.4591	0.6265	0.7915
0.369	13.9683	880	0.6248	0.4599	0.6248	0.7905
0.369	14.0	882	0.5974	0.4226	0.5974	0.7729
0.369	14.0317	884	0.5959	0.4099	0.5959	0.7719
0.369	14.0635	886	0.6148	0.4020	0.6148	0.7841
0.369	14.0952	888	0.6581	0.4654	0.6581	0.8112
0.369	14.1270	890	0.6651	0.4798	0.6651	0.8155
0.369	14.1587	892	0.6369	0.4446	0.6369	0.7980
0.369	14.1905	894	0.6414	0.4452	0.6414	0.8009
0.369	14.2222	896	0.6325	0.4177	0.6325	0.7953
0.369	14.2540	898	0.6157	0.4279	0.6157	0.7846
0.369	14.2857	900	0.6200	0.4279	0.6200	0.7874
0.369	14.3175	902	0.6275	0.4341	0.6275	0.7921
0.369	14.3492	904	0.6533	0.4779	0.6533	0.8082
0.369	14.3810	906	0.6970	0.4956	0.6970	0.8348
0.369	14.4127	908	0.7378	0.5209	0.7378	0.8589
0.369	14.4444	910	0.7297	0.5195	0.7297	0.8542
0.369	14.4762	912	0.6941	0.4775	0.6941	0.8331
0.369	14.5079	914	0.6343	0.4422	0.6343	0.7964
0.369	14.5397	916	0.6082	0.4723	0.6082	0.7799
0.369	14.5714	918	0.6059	0.4489	0.6059	0.7784
0.369	14.6032	920	0.6036	0.4394	0.6036	0.7769
0.369	14.6349	922	0.6025	0.4387	0.6025	0.7762
0.369	14.6667	924	0.6176	0.4482	0.6176	0.7859
0.369	14.6984	926	0.6663	0.4101	0.6663	0.8162
0.369	14.7302	928	0.6915	0.4684	0.6915	0.8316
0.369	14.7619	930	0.6817	0.4684	0.6817	0.8256
0.369	14.7937	932	0.6509	0.4214	0.6509	0.8068
0.369	14.8254	934	0.6322	0.4187	0.6322	0.7951
0.369	14.8571	936	0.6376	0.4088	0.6376	0.7985
0.369	14.8889	938	0.6386	0.4055	0.6386	0.7991
0.369	14.9206	940	0.6441	0.4156	0.6441	0.8026
0.369	14.9524	942	0.6419	0.4314	0.6419	0.8012
0.369	14.9841	944	0.6318	0.4410	0.6318	0.7949
0.369	15.0159	946	0.6180	0.4865	0.6180	0.7861
0.369	15.0476	948	0.6129	0.4803	0.6129	0.7829
0.369	15.0794	950	0.6039	0.4558	0.6039	0.7771
0.369	15.1111	952	0.5959	0.4719	0.5959	0.7719
0.369	15.1429	954	0.5871	0.4700	0.5871	0.7662
0.369	15.1746	956	0.5855	0.4810	0.5855	0.7652
0.369	15.2063	958	0.6001	0.5195	0.6001	0.7747
0.369	15.2381	960	0.6051	0.5211	0.6051	0.7779
0.369	15.2698	962	0.6177	0.5127	0.6177	0.7859
0.369	15.3016	964	0.5949	0.5365	0.5949	0.7713
0.369	15.3333	966	0.5767	0.5025	0.5767	0.7594
0.369	15.3651	968	0.5781	0.5183	0.5781	0.7603
0.369	15.3968	970	0.5762	0.5290	0.5762	0.7591
0.369	15.4286	972	0.5738	0.5203	0.5738	0.7575
0.369	15.4603	974	0.5791	0.5106	0.5791	0.7610
0.369	15.4921	976	0.5887	0.5173	0.5887	0.7672
0.369	15.5238	978	0.6013	0.5047	0.6013	0.7754
0.369	15.5556	980	0.6120	0.5312	0.6120	0.7823
0.369	15.5873	982	0.6243	0.5310	0.6243	0.7902
0.369	15.6190	984	0.6285	0.53	0.6285	0.7928
0.369	15.6508	986	0.6189	0.5122	0.6189	0.7867
0.369	15.6825	988	0.6194	0.5233	0.6194	0.7870
0.369	15.7143	990	0.6025	0.4932	0.6025	0.7762
0.369	15.7460	992	0.5972	0.5553	0.5972	0.7728
0.369	15.7778	994	0.6153	0.5061	0.6153	0.7844
0.369	15.8095	996	0.6378	0.5649	0.6378	0.7986
0.369	15.8413	998	0.6282	0.5554	0.6282	0.7926
0.0714	15.8730	1000	0.6201	0.5631	0.6201	0.7875
0.0714	15.9048	1002	0.6177	0.5336	0.6177	0.7860
0.0714	15.9365	1004	0.6015	0.5012	0.6015	0.7755
0.0714	15.9683	1006	0.5888	0.5183	0.5888	0.7674
0.0714	16.0	1008	0.5910	0.4924	0.5910	0.7687
0.0714	16.0317	1010	0.5950	0.5193	0.5950	0.7714

Framework versions

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