ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k17_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: 0.6140
• Qwk: 0.5417
• Mse: 0.6140
• Rmse: 0.7836

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	0.0189	2	4.2483	-0.0204	4.2483	2.0611
No log	0.0377	4	2.6534	-0.0086	2.6534	1.6289
No log	0.0566	6	1.8232	-0.0760	1.8232	1.3503
No log	0.0755	8	2.0799	-0.1120	2.0799	1.4422
No log	0.0943	10	1.4515	-0.0381	1.4515	1.2048
No log	0.1132	12	1.1388	-0.0081	1.1388	1.0671
No log	0.1321	14	1.3585	0.0469	1.3585	1.1655
No log	0.1509	16	1.6479	-0.0168	1.6479	1.2837
No log	0.1698	18	1.6583	0.0125	1.6583	1.2877
No log	0.1887	20	1.3176	0.0806	1.3176	1.1479
No log	0.2075	22	1.1351	0.0763	1.1351	1.0654
No log	0.2264	24	1.2126	0.0785	1.2126	1.1012
No log	0.2453	26	1.4968	0.1043	1.4968	1.2234
No log	0.2642	28	1.5015	0.1317	1.5015	1.2254
No log	0.2830	30	1.4258	0.1254	1.4258	1.1941
No log	0.3019	32	1.5206	0.1486	1.5206	1.2331
No log	0.3208	34	1.6432	0.1355	1.6432	1.2819
No log	0.3396	36	1.4804	0.1477	1.4804	1.2167
No log	0.3585	38	1.0062	0.2250	1.0062	1.0031
No log	0.3774	40	0.6992	0.3520	0.6992	0.8362
No log	0.3962	42	0.5807	0.3914	0.5807	0.7620
No log	0.4151	44	0.6041	0.3539	0.6041	0.7772
No log	0.4340	46	0.8317	0.2983	0.8317	0.9120
No log	0.4528	48	1.7974	0.1464	1.7974	1.3407
No log	0.4717	50	1.8524	0.1315	1.8524	1.3610
No log	0.4906	52	1.1007	0.3168	1.1007	1.0491
No log	0.5094	54	0.7730	0.2933	0.7730	0.8792
No log	0.5283	56	0.6251	0.3166	0.6251	0.7906
No log	0.5472	58	0.6149	0.3463	0.6149	0.7841
No log	0.5660	60	0.6997	0.3683	0.6997	0.8365
No log	0.5849	62	0.9181	0.2165	0.9181	0.9582
No log	0.6038	64	1.2700	0.1712	1.2700	1.1269
No log	0.6226	66	1.3334	0.1509	1.3334	1.1547
No log	0.6415	68	1.3680	0.1684	1.3680	1.1696
No log	0.6604	70	1.1350	0.2092	1.1350	1.0654
No log	0.6792	72	0.9294	0.3060	0.9294	0.9641
No log	0.6981	74	0.7930	0.3240	0.7930	0.8905
No log	0.7170	76	0.6837	0.4036	0.6837	0.8268
No log	0.7358	78	0.7515	0.3738	0.7515	0.8669
No log	0.7547	80	1.1022	0.3563	1.1022	1.0499
No log	0.7736	82	1.4094	0.2957	1.4094	1.1872
No log	0.7925	84	1.3927	0.2707	1.3927	1.1801
No log	0.8113	86	1.0249	0.3042	1.0249	1.0124
No log	0.8302	88	0.7192	0.3093	0.7192	0.8481
No log	0.8491	90	0.6736	0.2719	0.6736	0.8207
No log	0.8679	92	0.7564	0.2922	0.7564	0.8697
No log	0.8868	94	1.0915	0.2838	1.0915	1.0447
No log	0.9057	96	1.2030	0.2800	1.2030	1.0968
No log	0.9245	98	1.1033	0.3132	1.1033	1.0504
No log	0.9434	100	0.8372	0.3393	0.8372	0.9150
No log	0.9623	102	0.7920	0.3624	0.7920	0.8899
No log	0.9811	104	0.9135	0.2581	0.9135	0.9558
No log	1.0	106	1.0026	0.2732	1.0026	1.0013
No log	1.0189	108	0.8513	0.2812	0.8513	0.9227
No log	1.0377	110	0.8679	0.2734	0.8679	0.9316
No log	1.0566	112	0.9618	0.2694	0.9618	0.9807
No log	1.0755	114	1.0782	0.2411	1.0782	1.0383
No log	1.0943	116	1.0228	0.2773	1.0228	1.0113
No log	1.1132	118	0.7693	0.3629	0.7693	0.8771
No log	1.1321	120	0.7810	0.3487	0.7810	0.8837
No log	1.1509	122	0.9006	0.2898	0.9006	0.9490
No log	1.1698	124	0.8860	0.2643	0.8860	0.9413
No log	1.1887	126	0.7412	0.3487	0.7412	0.8609
No log	1.2075	128	0.7263	0.3986	0.7263	0.8522
No log	1.2264	130	1.1865	0.2926	1.1865	1.0893
No log	1.2453	132	1.5123	0.2296	1.5123	1.2298
No log	1.2642	134	1.1794	0.3023	1.1794	1.0860
No log	1.2830	136	0.8527	0.4240	0.8527	0.9234
No log	1.3019	138	0.7429	0.3733	0.7429	0.8619
No log	1.3208	140	0.6745	0.4287	0.6745	0.8213
No log	1.3396	142	0.7123	0.4202	0.7123	0.8440
No log	1.3585	144	0.7641	0.4214	0.7641	0.8741
No log	1.3774	146	0.8035	0.4257	0.8035	0.8964
No log	1.3962	148	0.7423	0.4148	0.7423	0.8616
No log	1.4151	150	0.7302	0.4439	0.7302	0.8545
No log	1.4340	152	0.7749	0.4394	0.7749	0.8803
No log	1.4528	154	0.7856	0.4413	0.7856	0.8864
No log	1.4717	156	0.8928	0.4086	0.8928	0.9449
No log	1.4906	158	0.9262	0.3911	0.9262	0.9624
No log	1.5094	160	0.8735	0.4586	0.8735	0.9346
No log	1.5283	162	0.8466	0.4530	0.8466	0.9201
No log	1.5472	164	0.8008	0.4124	0.8008	0.8949
No log	1.5660	166	0.7874	0.3571	0.7874	0.8874
No log	1.5849	168	0.8239	0.4035	0.8239	0.9077
No log	1.6038	170	1.0003	0.3997	1.0003	1.0001
No log	1.6226	172	0.9215	0.4047	0.9215	0.9600
No log	1.6415	174	0.7009	0.4107	0.7009	0.8372
No log	1.6604	176	0.6356	0.4160	0.6356	0.7972
No log	1.6792	178	0.6413	0.3708	0.6413	0.8008
No log	1.6981	180	0.6901	0.4087	0.6901	0.8307
No log	1.7170	182	0.8846	0.3933	0.8846	0.9405
No log	1.7358	184	0.9917	0.3738	0.9917	0.9958
No log	1.7547	186	1.0230	0.3450	1.0230	1.0114
No log	1.7736	188	0.8551	0.3223	0.8551	0.9247
No log	1.7925	190	0.7063	0.3857	0.7063	0.8404
No log	1.8113	192	0.7746	0.4159	0.7746	0.8801
No log	1.8302	194	0.8136	0.4308	0.8136	0.9020
No log	1.8491	196	0.7726	0.3915	0.7726	0.8790
No log	1.8679	198	0.8503	0.3286	0.8503	0.9221
No log	1.8868	200	1.0297	0.3628	1.0297	1.0147
No log	1.9057	202	1.0038	0.3509	1.0038	1.0019
No log	1.9245	204	0.9106	0.3455	0.9106	0.9543
No log	1.9434	206	0.7887	0.4134	0.7887	0.8881
No log	1.9623	208	0.7906	0.4020	0.7906	0.8891
No log	1.9811	210	0.7960	0.4021	0.7960	0.8922
No log	2.0	212	0.7975	0.3845	0.7975	0.8930
No log	2.0189	214	0.7624	0.4025	0.7624	0.8732
No log	2.0377	216	0.7114	0.4432	0.7114	0.8434
No log	2.0566	218	0.6618	0.4863	0.6618	0.8135
No log	2.0755	220	0.6577	0.4791	0.6577	0.8110
No log	2.0943	222	0.6697	0.4986	0.6697	0.8184
No log	2.1132	224	0.7083	0.4402	0.7083	0.8416
No log	2.1321	226	0.6866	0.4662	0.6866	0.8286
No log	2.1509	228	0.6581	0.4854	0.6581	0.8112
No log	2.1698	230	0.6760	0.4831	0.6760	0.8222
No log	2.1887	232	0.7185	0.4527	0.7185	0.8476
No log	2.2075	234	0.8579	0.4002	0.8579	0.9262
No log	2.2264	236	0.8928	0.4167	0.8928	0.9449
No log	2.2453	238	0.7928	0.4447	0.7928	0.8904
No log	2.2642	240	0.6883	0.4422	0.6883	0.8296
No log	2.2830	242	0.6880	0.4383	0.6880	0.8294
No log	2.3019	244	0.6852	0.4795	0.6852	0.8278
No log	2.3208	246	0.6405	0.4605	0.6405	0.8003
No log	2.3396	248	0.6366	0.4296	0.6366	0.7979
No log	2.3585	250	0.6685	0.4246	0.6685	0.8176
No log	2.3774	252	0.7500	0.4648	0.7500	0.8660
No log	2.3962	254	0.7679	0.4583	0.7679	0.8763
No log	2.4151	256	0.7299	0.5040	0.7299	0.8544
No log	2.4340	258	0.7322	0.4746	0.7322	0.8557
No log	2.4528	260	0.7606	0.4773	0.7606	0.8721
No log	2.4717	262	0.9651	0.3685	0.9651	0.9824
No log	2.4906	264	1.0201	0.3853	1.0201	1.0100
No log	2.5094	266	0.8504	0.4256	0.8504	0.9222
No log	2.5283	268	0.7113	0.4493	0.7113	0.8434
No log	2.5472	270	0.6831	0.4600	0.6831	0.8265
No log	2.5660	272	0.6850	0.4466	0.6850	0.8276
No log	2.5849	274	0.6819	0.4463	0.6819	0.8258
No log	2.6038	276	0.6929	0.4463	0.6929	0.8324
No log	2.6226	278	0.6888	0.4443	0.6888	0.8299
No log	2.6415	280	0.6902	0.4822	0.6902	0.8308
No log	2.6604	282	0.6980	0.4910	0.6980	0.8354
No log	2.6792	284	0.6888	0.4959	0.6888	0.8299
No log	2.6981	286	0.6732	0.4792	0.6732	0.8205
No log	2.7170	288	0.6511	0.5090	0.6511	0.8069
No log	2.7358	290	0.6436	0.4582	0.6436	0.8023
No log	2.7547	292	0.6712	0.4223	0.6712	0.8193
No log	2.7736	294	0.6643	0.4531	0.6643	0.8150
No log	2.7925	296	0.6591	0.4948	0.6591	0.8119
No log	2.8113	298	0.6427	0.4840	0.6427	0.8017
No log	2.8302	300	0.6370	0.5108	0.6370	0.7981
No log	2.8491	302	0.6722	0.5197	0.6722	0.8199
No log	2.8679	304	0.7318	0.5008	0.7318	0.8555
No log	2.8868	306	0.7529	0.5162	0.7529	0.8677
No log	2.9057	308	0.7375	0.5174	0.7375	0.8588
No log	2.9245	310	0.7256	0.5100	0.7256	0.8518
No log	2.9434	312	0.7447	0.5201	0.7447	0.8630
No log	2.9623	314	0.8632	0.4728	0.8632	0.9291
No log	2.9811	316	0.9784	0.4144	0.9784	0.9891
No log	3.0	318	1.0144	0.3413	1.0144	1.0072
No log	3.0189	320	0.9430	0.3974	0.9430	0.9711
No log	3.0377	322	0.7758	0.4638	0.7758	0.8808
No log	3.0566	324	0.6931	0.4394	0.6931	0.8325
No log	3.0755	326	0.6626	0.4341	0.6626	0.8140
No log	3.0943	328	0.6489	0.4302	0.6489	0.8055
No log	3.1132	330	0.6398	0.4887	0.6398	0.7999
No log	3.1321	332	0.6949	0.4709	0.6949	0.8336
No log	3.1509	334	0.7564	0.4406	0.7564	0.8697
No log	3.1698	336	0.7491	0.4801	0.7491	0.8655
No log	3.1887	338	0.7101	0.4919	0.7101	0.8427
No log	3.2075	340	0.7008	0.4450	0.7008	0.8371
No log	3.2264	342	0.6874	0.4543	0.6874	0.8291
No log	3.2453	344	0.6899	0.4694	0.6899	0.8306
No log	3.2642	346	0.6865	0.4646	0.6865	0.8285
No log	3.2830	348	0.7063	0.4372	0.7063	0.8404
No log	3.3019	350	0.7887	0.4813	0.7887	0.8881
No log	3.3208	352	0.7928	0.48	0.7928	0.8904
No log	3.3396	354	0.7231	0.4818	0.7231	0.8504
No log	3.3585	356	0.7081	0.4709	0.7081	0.8415
No log	3.3774	358	0.6816	0.4534	0.6816	0.8256
No log	3.3962	360	0.6541	0.4317	0.6541	0.8088
No log	3.4151	362	0.6358	0.4406	0.6358	0.7974
No log	3.4340	364	0.6340	0.4448	0.6340	0.7963
No log	3.4528	366	0.6362	0.4572	0.6362	0.7976
No log	3.4717	368	0.6516	0.4405	0.6516	0.8072
No log	3.4906	370	0.6646	0.4257	0.6646	0.8152
No log	3.5094	372	0.6777	0.4260	0.6777	0.8232
No log	3.5283	374	0.6952	0.4653	0.6952	0.8338
No log	3.5472	376	0.7495	0.4965	0.7495	0.8657
No log	3.5660	378	0.7466	0.4729	0.7466	0.8640
No log	3.5849	380	0.7329	0.4590	0.7329	0.8561
No log	3.6038	382	0.7731	0.4842	0.7731	0.8792
No log	3.6226	384	0.8125	0.4820	0.8125	0.9014
No log	3.6415	386	0.7705	0.4835	0.7705	0.8778
No log	3.6604	388	0.7155	0.4557	0.7155	0.8459
No log	3.6792	390	0.6704	0.4482	0.6704	0.8188
No log	3.6981	392	0.6404	0.4517	0.6404	0.8002
No log	3.7170	394	0.6285	0.4966	0.6285	0.7928
No log	3.7358	396	0.6422	0.4562	0.6422	0.8014
No log	3.7547	398	0.6295	0.4516	0.6295	0.7934
No log	3.7736	400	0.6175	0.4891	0.6175	0.7858
No log	3.7925	402	0.6295	0.5076	0.6295	0.7934
No log	3.8113	404	0.6946	0.4713	0.6946	0.8334
No log	3.8302	406	0.7858	0.4593	0.7858	0.8865
No log	3.8491	408	0.8056	0.4657	0.8056	0.8976
No log	3.8679	410	0.8037	0.4767	0.8037	0.8965
No log	3.8868	412	0.7893	0.4747	0.7893	0.8884
No log	3.9057	414	0.7335	0.4753	0.7335	0.8564
No log	3.9245	416	0.7045	0.4767	0.7045	0.8393
No log	3.9434	418	0.7025	0.5456	0.7025	0.8382
No log	3.9623	420	0.7050	0.5413	0.7050	0.8396
No log	3.9811	422	0.6595	0.5206	0.6595	0.8121
No log	4.0	424	0.6225	0.5692	0.6225	0.7890
No log	4.0189	426	0.6176	0.5264	0.6176	0.7859
No log	4.0377	428	0.6546	0.4879	0.6546	0.8091
No log	4.0566	430	0.6534	0.4969	0.6534	0.8083
No log	4.0755	432	0.6222	0.5423	0.6222	0.7888
No log	4.0943	434	0.6195	0.5552	0.6195	0.7871
No log	4.1132	436	0.6434	0.5539	0.6434	0.8022
No log	4.1321	438	0.6932	0.5424	0.6932	0.8326
No log	4.1509	440	0.7931	0.4806	0.7931	0.8906
No log	4.1698	442	0.7859	0.4923	0.7859	0.8865
No log	4.1887	444	0.7051	0.5187	0.7051	0.8397
No log	4.2075	446	0.6954	0.4983	0.6954	0.8339
No log	4.2264	448	0.7829	0.4624	0.7829	0.8848
No log	4.2453	450	0.7990	0.4361	0.7990	0.8938
No log	4.2642	452	0.7352	0.4467	0.7352	0.8574
No log	4.2830	454	0.6770	0.5134	0.6770	0.8228
No log	4.3019	456	0.6450	0.4894	0.6450	0.8031
No log	4.3208	458	0.6539	0.5211	0.6539	0.8086
No log	4.3396	460	0.6615	0.4976	0.6615	0.8133
No log	4.3585	462	0.6676	0.5123	0.6676	0.8171
No log	4.3774	464	0.6571	0.5034	0.6571	0.8106
No log	4.3962	466	0.6558	0.4618	0.6558	0.8098
No log	4.4151	468	0.6366	0.4618	0.6366	0.7979
No log	4.4340	470	0.6196	0.4899	0.6196	0.7871
No log	4.4528	472	0.6250	0.4208	0.6250	0.7906
No log	4.4717	474	0.6473	0.4531	0.6473	0.8045
No log	4.4906	476	0.6977	0.4332	0.6977	0.8353
No log	4.5094	478	0.7088	0.4547	0.7088	0.8419
No log	4.5283	480	0.7260	0.4636	0.7260	0.8521
No log	4.5472	482	0.7390	0.4650	0.7390	0.8596
No log	4.5660	484	0.7333	0.4477	0.7333	0.8563
No log	4.5849	486	0.6984	0.4994	0.6984	0.8357
No log	4.6038	488	0.6892	0.5392	0.6892	0.8302
No log	4.6226	490	0.6789	0.5314	0.6789	0.8239
No log	4.6415	492	0.6822	0.4945	0.6822	0.8259
No log	4.6604	494	0.7094	0.4422	0.7094	0.8423
No log	4.6792	496	0.7510	0.4752	0.7510	0.8666
No log	4.6981	498	0.7471	0.4871	0.7471	0.8643
0.4463	4.7170	500	0.7024	0.4540	0.7024	0.8381
0.4463	4.7358	502	0.6693	0.4390	0.6693	0.8181
0.4463	4.7547	504	0.6715	0.4704	0.6715	0.8194
0.4463	4.7736	506	0.6737	0.4685	0.6737	0.8208
0.4463	4.7925	508	0.6499	0.4721	0.6499	0.8061
0.4463	4.8113	510	0.6246	0.4565	0.6246	0.7903
0.4463	4.8302	512	0.6168	0.4799	0.6168	0.7854
0.4463	4.8491	514	0.6049	0.4905	0.6049	0.7777
0.4463	4.8679	516	0.6076	0.5029	0.6076	0.7795
0.4463	4.8868	518	0.6188	0.4819	0.6188	0.7866
0.4463	4.9057	520	0.6526	0.4973	0.6526	0.8078
0.4463	4.9245	522	0.6859	0.4801	0.6859	0.8282
0.4463	4.9434	524	0.6901	0.5089	0.6901	0.8307
0.4463	4.9623	526	0.6778	0.5073	0.6778	0.8233
0.4463	4.9811	528	0.6720	0.5195	0.6720	0.8197
0.4463	5.0	530	0.6662	0.5163	0.6662	0.8162
0.4463	5.0189	532	0.6667	0.5175	0.6667	0.8165
0.4463	5.0377	534	0.6499	0.5203	0.6499	0.8062
0.4463	5.0566	536	0.6431	0.5580	0.6431	0.8019
0.4463	5.0755	538	0.6395	0.5731	0.6395	0.7997
0.4463	5.0943	540	0.6410	0.5392	0.6410	0.8006
0.4463	5.1132	542	0.6836	0.5003	0.6836	0.8268
0.4463	5.1321	544	0.7050	0.4989	0.7050	0.8396
0.4463	5.1509	546	0.6843	0.4921	0.6843	0.8272
0.4463	5.1698	548	0.6568	0.5203	0.6568	0.8104
0.4463	5.1887	550	0.6772	0.4715	0.6772	0.8229
0.4463	5.2075	552	0.7111	0.4904	0.7111	0.8432
0.4463	5.2264	554	0.6970	0.4988	0.6970	0.8349
0.4463	5.2453	556	0.6445	0.4981	0.6445	0.8028
0.4463	5.2642	558	0.6106	0.5382	0.6106	0.7814
0.4463	5.2830	560	0.6223	0.5457	0.6223	0.7889
0.4463	5.3019	562	0.6541	0.5089	0.6541	0.8088
0.4463	5.3208	564	0.6436	0.5355	0.6436	0.8023
0.4463	5.3396	566	0.6080	0.5569	0.6080	0.7798
0.4463	5.3585	568	0.6044	0.5760	0.6044	0.7774
0.4463	5.3774	570	0.6211	0.5563	0.6211	0.7881
0.4463	5.3962	572	0.6382	0.5127	0.6382	0.7988
0.4463	5.4151	574	0.6333	0.5483	0.6333	0.7958
0.4463	5.4340	576	0.6274	0.5875	0.6274	0.7921
0.4463	5.4528	578	0.6421	0.5416	0.6421	0.8013
0.4463	5.4717	580	0.6513	0.5497	0.6513	0.8070
0.4463	5.4906	582	0.6444	0.5363	0.6444	0.8027
0.4463	5.5094	584	0.6299	0.5858	0.6299	0.7937
0.4463	5.5283	586	0.6254	0.5625	0.6254	0.7908
0.4463	5.5472	588	0.6533	0.4846	0.6533	0.8083
0.4463	5.5660	590	0.6694	0.4944	0.6694	0.8182
0.4463	5.5849	592	0.6575	0.4842	0.6575	0.8109
0.4463	5.6038	594	0.6279	0.5303	0.6279	0.7924
0.4463	5.6226	596	0.6175	0.5663	0.6175	0.7858
0.4463	5.6415	598	0.6257	0.5908	0.6257	0.7910
0.4463	5.6604	600	0.6256	0.5662	0.6256	0.7910
0.4463	5.6792	602	0.6434	0.5137	0.6434	0.8021
0.4463	5.6981	604	0.6565	0.4917	0.6565	0.8103
0.4463	5.7170	606	0.6406	0.5305	0.6406	0.8004
0.4463	5.7358	608	0.6128	0.5163	0.6128	0.7828
0.4463	5.7547	610	0.6033	0.5535	0.6033	0.7767
0.4463	5.7736	612	0.6124	0.5535	0.6124	0.7825
0.4463	5.7925	614	0.6277	0.5074	0.6277	0.7923
0.4463	5.8113	616	0.6613	0.4931	0.6613	0.8132
0.4463	5.8302	618	0.6797	0.4896	0.6797	0.8245
0.4463	5.8491	620	0.6719	0.4785	0.6719	0.8197
0.4463	5.8679	622	0.6682	0.5087	0.6682	0.8174
0.4463	5.8868	624	0.6586	0.5056	0.6586	0.8115
0.4463	5.9057	626	0.6414	0.5082	0.6414	0.8009
0.4463	5.9245	628	0.6309	0.5414	0.6309	0.7943
0.4463	5.9434	630	0.6275	0.5709	0.6275	0.7921
0.4463	5.9623	632	0.6333	0.5263	0.6333	0.7958
0.4463	5.9811	634	0.6364	0.5168	0.6364	0.7977
0.4463	6.0	636	0.6538	0.5080	0.6538	0.8086
0.4463	6.0189	638	0.6760	0.4927	0.6760	0.8222
0.4463	6.0377	640	0.6812	0.4927	0.6812	0.8254
0.4463	6.0566	642	0.6657	0.5130	0.6657	0.8159
0.4463	6.0755	644	0.6332	0.4947	0.6332	0.7957
0.4463	6.0943	646	0.5958	0.5175	0.5958	0.7719
0.4463	6.1132	648	0.5740	0.5433	0.5740	0.7576
0.4463	6.1321	650	0.5684	0.5345	0.5684	0.7539
0.4463	6.1509	652	0.5669	0.5345	0.5669	0.7529
0.4463	6.1698	654	0.5889	0.5016	0.5889	0.7674
0.4463	6.1887	656	0.6211	0.5023	0.6211	0.7881
0.4463	6.2075	658	0.6383	0.5013	0.6383	0.7989
0.4463	6.2264	660	0.6358	0.4915	0.6358	0.7973
0.4463	6.2453	662	0.6197	0.5274	0.6197	0.7872
0.4463	6.2642	664	0.6091	0.5425	0.6091	0.7804
0.4463	6.2830	666	0.6173	0.5539	0.6173	0.7857
0.4463	6.3019	668	0.6211	0.5746	0.6211	0.7881
0.4463	6.3208	670	0.6229	0.5658	0.6229	0.7893
0.4463	6.3396	672	0.6234	0.5472	0.6234	0.7896
0.4463	6.3585	674	0.6412	0.5413	0.6412	0.8007
0.4463	6.3774	676	0.6502	0.5325	0.6502	0.8063
0.4463	6.3962	678	0.6597	0.5099	0.6597	0.8122
0.4463	6.4151	680	0.6488	0.5397	0.6488	0.8055
0.4463	6.4340	682	0.6465	0.5341	0.6465	0.8040
0.4463	6.4528	684	0.6465	0.5341	0.6465	0.8041
0.4463	6.4717	686	0.6352	0.5490	0.6352	0.7970
0.4463	6.4906	688	0.6110	0.5460	0.6110	0.7817
0.4463	6.5094	690	0.5901	0.5748	0.5901	0.7682
0.4463	6.5283	692	0.5734	0.5388	0.5734	0.7572
0.4463	6.5472	694	0.5622	0.5449	0.5622	0.7498
0.4463	6.5660	696	0.5623	0.5741	0.5623	0.7499
0.4463	6.5849	698	0.5843	0.5282	0.5843	0.7644
0.4463	6.6038	700	0.6152	0.5086	0.6152	0.7843
0.4463	6.6226	702	0.6276	0.5013	0.6276	0.7922
0.4463	6.6415	704	0.6373	0.5013	0.6373	0.7983
0.4463	6.6604	706	0.6321	0.5271	0.6321	0.7950
0.4463	6.6792	708	0.6176	0.5392	0.6176	0.7859
0.4463	6.6981	710	0.6117	0.5413	0.6117	0.7821
0.4463	6.7170	712	0.6161	0.5444	0.6161	0.7849
0.4463	6.7358	714	0.6150	0.5430	0.6150	0.7842
0.4463	6.7547	716	0.6297	0.5321	0.6297	0.7935
0.4463	6.7736	718	0.6712	0.4838	0.6712	0.8193
0.4463	6.7925	720	0.7240	0.4813	0.7240	0.8509
0.4463	6.8113	722	0.7341	0.4794	0.7341	0.8568
0.4463	6.8302	724	0.7037	0.4813	0.7037	0.8389
0.4463	6.8491	726	0.6472	0.4906	0.6472	0.8045
0.4463	6.8679	728	0.6131	0.5455	0.6131	0.7830
0.4463	6.8868	730	0.5905	0.5582	0.5905	0.7684
0.4463	6.9057	732	0.5841	0.5582	0.5841	0.7643
0.4463	6.9245	734	0.5829	0.5582	0.5829	0.7635
0.4463	6.9434	736	0.5832	0.5435	0.5832	0.7637
0.4463	6.9623	738	0.6055	0.5560	0.6055	0.7781
0.4463	6.9811	740	0.6552	0.4678	0.6552	0.8095
0.4463	7.0	742	0.7019	0.4564	0.7019	0.8378
0.4463	7.0189	744	0.7401	0.4556	0.7401	0.8603
0.4463	7.0377	746	0.7552	0.4537	0.7552	0.8690
0.4463	7.0566	748	0.7240	0.4624	0.7240	0.8509
0.4463	7.0755	750	0.6622	0.4726	0.6622	0.8137
0.4463	7.0943	752	0.6102	0.4929	0.6102	0.7811
0.4463	7.1132	754	0.5773	0.5182	0.5773	0.7598
0.4463	7.1321	756	0.5661	0.5317	0.5661	0.7524
0.4463	7.1509	758	0.5654	0.5212	0.5654	0.7519
0.4463	7.1698	760	0.5749	0.5260	0.5749	0.7582
0.4463	7.1887	762	0.5847	0.5377	0.5847	0.7647
0.4463	7.2075	764	0.6066	0.5183	0.6066	0.7788
0.4463	7.2264	766	0.6461	0.5211	0.6461	0.8038
0.4463	7.2453	768	0.7015	0.4766	0.7015	0.8376
0.4463	7.2642	770	0.7500	0.4672	0.7500	0.8660
0.4463	7.2830	772	0.7493	0.4672	0.7493	0.8656
0.4463	7.3019	774	0.7490	0.4672	0.7490	0.8654
0.4463	7.3208	776	0.7210	0.4893	0.7210	0.8491
0.4463	7.3396	778	0.6863	0.5012	0.6863	0.8284
0.4463	7.3585	780	0.6562	0.4833	0.6562	0.8101
0.4463	7.3774	782	0.6349	0.5206	0.6349	0.7968
0.4463	7.3962	784	0.6331	0.5522	0.6331	0.7957
0.4463	7.4151	786	0.6346	0.5597	0.6346	0.7966
0.4463	7.4340	788	0.6288	0.5672	0.6288	0.7930
0.4463	7.4528	790	0.6225	0.5582	0.6225	0.7890
0.4463	7.4717	792	0.6162	0.5644	0.6162	0.7850
0.4463	7.4906	794	0.6099	0.5343	0.6099	0.7810
0.4463	7.5094	796	0.6067	0.5262	0.6067	0.7789
0.4463	7.5283	798	0.6100	0.5232	0.6100	0.7810
0.4463	7.5472	800	0.6105	0.5214	0.6105	0.7814
0.4463	7.5660	802	0.6094	0.5208	0.6094	0.7806
0.4463	7.5849	804	0.6096	0.5127	0.6096	0.7808
0.4463	7.6038	806	0.6051	0.5361	0.6051	0.7779
0.4463	7.6226	808	0.6020	0.5244	0.6020	0.7759
0.4463	7.6415	810	0.5998	0.5244	0.5998	0.7745
0.4463	7.6604	812	0.6003	0.5244	0.6003	0.7748
0.4463	7.6792	814	0.6067	0.5361	0.6067	0.7789
0.4463	7.6981	816	0.6045	0.5357	0.6045	0.7775
0.4463	7.7170	818	0.6033	0.5357	0.6033	0.7768
0.4463	7.7358	820	0.6002	0.5357	0.6002	0.7747
0.4463	7.7547	822	0.5982	0.5357	0.5982	0.7734
0.4463	7.7736	824	0.6005	0.5580	0.6005	0.7749
0.4463	7.7925	826	0.5994	0.5580	0.5994	0.7742
0.4463	7.8113	828	0.5956	0.5596	0.5956	0.7718
0.4463	7.8302	830	0.5892	0.5550	0.5892	0.7676
0.4463	7.8491	832	0.5848	0.5550	0.5848	0.7647
0.4463	7.8679	834	0.5890	0.5674	0.5890	0.7675
0.4463	7.8868	836	0.5934	0.5674	0.5934	0.7703
0.4463	7.9057	838	0.5962	0.5580	0.5962	0.7721
0.4463	7.9245	840	0.5999	0.5580	0.5999	0.7745
0.4463	7.9434	842	0.6012	0.5656	0.6012	0.7754
0.4463	7.9623	844	0.6085	0.5502	0.6085	0.7801
0.4463	7.9811	846	0.6119	0.5624	0.6119	0.7822
0.4463	8.0	848	0.6184	0.5685	0.6184	0.7864
0.4463	8.0189	850	0.6213	0.5471	0.6213	0.7882
0.4463	8.0377	852	0.6190	0.5685	0.6190	0.7868
0.4463	8.0566	854	0.6124	0.5441	0.6124	0.7826
0.4463	8.0755	856	0.6083	0.5519	0.6083	0.7799
0.4463	8.0943	858	0.6028	0.5534	0.6028	0.7764
0.4463	8.1132	860	0.5981	0.5316	0.5981	0.7734
0.4463	8.1321	862	0.5949	0.5471	0.5949	0.7713
0.4463	8.1509	864	0.6050	0.5449	0.6050	0.7778
0.4463	8.1698	866	0.6215	0.5434	0.6215	0.7884
0.4463	8.1887	868	0.6520	0.5071	0.6520	0.8075
0.4463	8.2075	870	0.6808	0.4909	0.6808	0.8251
0.4463	8.2264	872	0.6906	0.4909	0.6906	0.8310
0.4463	8.2453	874	0.6796	0.5062	0.6796	0.8244
0.4463	8.2642	876	0.6570	0.5099	0.6570	0.8105
0.4463	8.2830	878	0.6422	0.5102	0.6422	0.8014
0.4463	8.3019	880	0.6298	0.5269	0.6298	0.7936
0.4463	8.3208	882	0.6240	0.5488	0.6240	0.7899
0.4463	8.3396	884	0.6200	0.5316	0.6200	0.7874
0.4463	8.3585	886	0.6224	0.5378	0.6224	0.7889
0.4463	8.3774	888	0.6257	0.5347	0.6257	0.7910
0.4463	8.3962	890	0.6298	0.5042	0.6298	0.7936
0.4463	8.4151	892	0.6366	0.5292	0.6366	0.7978
0.4463	8.4340	894	0.6408	0.5292	0.6408	0.8005
0.4463	8.4528	896	0.6484	0.5200	0.6484	0.8052
0.4463	8.4717	898	0.6564	0.4883	0.6564	0.8102
0.4463	8.4906	900	0.6489	0.4961	0.6489	0.8055
0.4463	8.5094	902	0.6326	0.5341	0.6326	0.7954
0.4463	8.5283	904	0.6196	0.5292	0.6196	0.7872
0.4463	8.5472	906	0.6052	0.5466	0.6052	0.7779
0.4463	8.5660	908	0.6001	0.5259	0.6001	0.7747
0.4463	8.5849	910	0.5917	0.5450	0.5917	0.7692
0.4463	8.6038	912	0.5850	0.5467	0.5850	0.7648
0.4463	8.6226	914	0.5839	0.5467	0.5839	0.7641
0.4463	8.6415	916	0.5859	0.5467	0.5859	0.7655
0.4463	8.6604	918	0.5926	0.5467	0.5926	0.7698
0.4463	8.6792	920	0.5985	0.5152	0.5985	0.7736
0.4463	8.6981	922	0.6056	0.5145	0.6056	0.7782
0.4463	8.7170	924	0.6144	0.5547	0.6144	0.7839
0.4463	8.7358	926	0.6219	0.5309	0.6219	0.7886
0.4463	8.7547	928	0.6312	0.5358	0.6312	0.7945
0.4463	8.7736	930	0.6280	0.5309	0.6280	0.7925
0.4463	8.7925	932	0.6253	0.5309	0.6253	0.7908
0.4463	8.8113	934	0.6234	0.5309	0.6234	0.7895
0.4463	8.8302	936	0.6223	0.5466	0.6223	0.7889
0.4463	8.8491	938	0.6153	0.5417	0.6153	0.7844
0.4463	8.8679	940	0.6067	0.5294	0.6067	0.7789
0.4463	8.8868	942	0.5965	0.5294	0.5965	0.7723
0.4463	8.9057	944	0.5898	0.5308	0.5898	0.7680
0.4463	8.9245	946	0.5840	0.5613	0.5840	0.7642
0.4463	8.9434	948	0.5802	0.5613	0.5802	0.7617
0.4463	8.9623	950	0.5825	0.5516	0.5825	0.7632
0.4463	8.9811	952	0.5862	0.5354	0.5862	0.7656
0.4463	9.0	954	0.5912	0.5482	0.5912	0.7689
0.4463	9.0189	956	0.5914	0.5482	0.5914	0.7690
0.4463	9.0377	958	0.5885	0.5563	0.5885	0.7672
0.4463	9.0566	960	0.5865	0.5516	0.5865	0.7658
0.4463	9.0755	962	0.5841	0.5175	0.5841	0.7643
0.4463	9.0943	964	0.5821	0.5175	0.5821	0.7629
0.4463	9.1132	966	0.5843	0.5181	0.5843	0.7644
0.4463	9.1321	968	0.5863	0.5408	0.5863	0.7657
0.4463	9.1509	970	0.5881	0.5188	0.5881	0.7669
0.4463	9.1698	972	0.5916	0.5188	0.5916	0.7691
0.4463	9.1887	974	0.5955	0.5312	0.5955	0.7717
0.4463	9.2075	976	0.6003	0.5308	0.6003	0.7748
0.4463	9.2264	978	0.6062	0.5357	0.6062	0.7786
0.4463	9.2453	980	0.6150	0.5417	0.6150	0.7842
0.4463	9.2642	982	0.6230	0.5417	0.6230	0.7893
0.4463	9.2830	984	0.6275	0.5309	0.6275	0.7922
0.4463	9.3019	986	0.6253	0.5259	0.6253	0.7908
0.4463	9.3208	988	0.6195	0.5417	0.6195	0.7871
0.4463	9.3396	990	0.6135	0.5357	0.6135	0.7832
0.4463	9.3585	992	0.6076	0.5374	0.6076	0.7795
0.4463	9.3774	994	0.6042	0.5312	0.6042	0.7773
0.4463	9.3962	996	0.6035	0.5312	0.6035	0.7768
0.4463	9.4151	998	0.6045	0.5312	0.6045	0.7775
0.0777	9.4340	1000	0.6060	0.5312	0.6060	0.7784
0.0777	9.4528	1002	0.6093	0.5312	0.6093	0.7806
0.0777	9.4717	1004	0.6148	0.5361	0.6148	0.7841
0.0777	9.4906	1006	0.6176	0.5208	0.6176	0.7859
0.0777	9.5094	1008	0.6192	0.5208	0.6192	0.7869
0.0777	9.5283	1010	0.6178	0.5208	0.6178	0.7860
0.0777	9.5472	1012	0.6140	0.5208	0.6140	0.7836
0.0777	9.5660	1014	0.6098	0.5208	0.6098	0.7809
0.0777	9.5849	1016	0.6055	0.5163	0.6055	0.7781
0.0777	9.6038	1018	0.6026	0.5163	0.6026	0.7762
0.0777	9.6226	1020	0.6026	0.5163	0.6026	0.7763
0.0777	9.6415	1022	0.6030	0.5163	0.6030	0.7766
0.0777	9.6604	1024	0.6016	0.5163	0.6016	0.7756
0.0777	9.6792	1026	0.6007	0.5163	0.6007	0.7751
0.0777	9.6981	1028	0.6013	0.5163	0.6013	0.7754
0.0777	9.7170	1030	0.6036	0.5163	0.6036	0.7769
0.0777	9.7358	1032	0.6059	0.5152	0.6059	0.7784
0.0777	9.7547	1034	0.6072	0.5208	0.6072	0.7792
0.0777	9.7736	1036	0.6088	0.5208	0.6088	0.7802
0.0777	9.7925	1038	0.6103	0.5208	0.6103	0.7812
0.0777	9.8113	1040	0.6114	0.5208	0.6114	0.7819
0.0777	9.8302	1042	0.6124	0.5208	0.6124	0.7826
0.0777	9.8491	1044	0.6134	0.5208	0.6134	0.7832
0.0777	9.8679	1046	0.6140	0.5417	0.6140	0.7836
0.0777	9.8868	1048	0.6144	0.5417	0.6144	0.7839
0.0777	9.9057	1050	0.6148	0.5417	0.6148	0.7841
0.0777	9.9245	1052	0.6147	0.5417	0.6147	0.7840
0.0777	9.9434	1054	0.6143	0.5417	0.6143	0.7838
0.0777	9.9623	1056	0.6141	0.5417	0.6141	0.7836
0.0777	9.9811	1058	0.6140	0.5417	0.6140	0.7836
0.0777	10.0	1060	0.6140	0.5417	0.6140	0.7836

Framework versions

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