ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k20_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: 0.6501
• Qwk: 0.5610
• Mse: 0.6501
• Rmse: 0.8063

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	0.0198	2	4.0162	-0.0116	4.0162	2.0040
No log	0.0396	4	1.9866	0.0339	1.9866	1.4095
No log	0.0594	6	1.5427	0.0635	1.5427	1.2421
No log	0.0792	8	1.0902	0.2787	1.0902	1.0441
No log	0.0990	10	1.0675	0.1908	1.0675	1.0332
No log	0.1188	12	1.0805	0.1330	1.0805	1.0395
No log	0.1386	14	1.0848	0.1487	1.0848	1.0415
No log	0.1584	16	1.0530	0.2618	1.0530	1.0262
No log	0.1782	18	1.2203	0.0318	1.2203	1.1047
No log	0.1980	20	1.5114	0.0	1.5114	1.2294
No log	0.2178	22	1.4237	-0.0148	1.4237	1.1932
No log	0.2376	24	1.1685	0.0849	1.1685	1.0810
No log	0.2574	26	1.0357	0.2787	1.0357	1.0177
No log	0.2772	28	1.0230	0.1573	1.0230	1.0115
No log	0.2970	30	1.0479	0.1516	1.0479	1.0237
No log	0.3168	32	1.0539	0.1465	1.0539	1.0266
No log	0.3366	34	1.3121	0.0256	1.3121	1.1455
No log	0.3564	36	1.4775	0.0399	1.4775	1.2155
No log	0.3762	38	1.2556	0.0627	1.2556	1.1205
No log	0.3960	40	1.1327	0.1352	1.1327	1.0643
No log	0.4158	42	0.9928	0.2564	0.9928	0.9964
No log	0.4356	44	0.9584	0.2539	0.9584	0.9790
No log	0.4554	46	0.9326	0.3001	0.9326	0.9657
No log	0.4752	48	0.9664	0.2400	0.9664	0.9831
No log	0.4950	50	0.9824	0.2857	0.9824	0.9912
No log	0.5149	52	0.9308	0.3583	0.9308	0.9648
No log	0.5347	54	0.9150	0.3185	0.9150	0.9565
No log	0.5545	56	1.0099	0.3216	1.0099	1.0049
No log	0.5743	58	1.0155	0.3527	1.0155	1.0077
No log	0.5941	60	0.9211	0.2886	0.9211	0.9597
No log	0.6139	62	0.8893	0.4133	0.8893	0.9430
No log	0.6337	64	0.8751	0.3860	0.8751	0.9355
No log	0.6535	66	0.9351	0.4548	0.9351	0.9670
No log	0.6733	68	0.9441	0.3881	0.9441	0.9717
No log	0.6931	70	0.9025	0.4127	0.9025	0.9500
No log	0.7129	72	0.9638	0.4238	0.9638	0.9817
No log	0.7327	74	1.0916	0.3798	1.0916	1.0448
No log	0.7525	76	1.2740	0.2046	1.2740	1.1287
No log	0.7723	78	1.2856	0.2562	1.2856	1.1339
No log	0.7921	80	1.1820	0.2786	1.1820	1.0872
No log	0.8119	82	1.2337	0.2845	1.2337	1.1107
No log	0.8317	84	1.2124	0.3121	1.2124	1.1011
No log	0.8515	86	1.4528	0.1958	1.4528	1.2053
No log	0.8713	88	1.4510	0.1595	1.4510	1.2046
No log	0.8911	90	1.1754	0.2284	1.1754	1.0842
No log	0.9109	92	0.9394	0.3597	0.9394	0.9692
No log	0.9307	94	0.9165	0.3597	0.9165	0.9573
No log	0.9505	96	1.0452	0.2512	1.0452	1.0224
No log	0.9703	98	1.0859	0.1351	1.0859	1.0421
No log	0.9901	100	0.9760	0.3081	0.9760	0.9879
No log	1.0099	102	0.9086	0.3222	0.9086	0.9532
No log	1.0297	104	0.8827	0.4162	0.8827	0.9395
No log	1.0495	106	0.8695	0.4149	0.8695	0.9325
No log	1.0693	108	0.9050	0.3453	0.9050	0.9513
No log	1.0891	110	0.8845	0.3453	0.8845	0.9405
No log	1.1089	112	0.8157	0.4557	0.8157	0.9031
No log	1.1287	114	0.7274	0.5273	0.7274	0.8529
No log	1.1485	116	0.7329	0.5107	0.7329	0.8561
No log	1.1683	118	0.6899	0.6196	0.6899	0.8306
No log	1.1881	120	0.6797	0.6317	0.6797	0.8244
No log	1.2079	122	0.6822	0.5914	0.6822	0.8260
No log	1.2277	124	0.7470	0.5065	0.7470	0.8643
No log	1.2475	126	0.7721	0.4697	0.7721	0.8787
No log	1.2673	128	0.7437	0.4300	0.7437	0.8624
No log	1.2871	130	0.7566	0.3733	0.7566	0.8698
No log	1.3069	132	0.7755	0.4009	0.7755	0.8806
No log	1.3267	134	0.8948	0.4783	0.8948	0.9460
No log	1.3465	136	0.8514	0.4902	0.8514	0.9227
No log	1.3663	138	0.7829	0.4428	0.7829	0.8848
No log	1.3861	140	0.7442	0.5394	0.7442	0.8627
No log	1.4059	142	0.7575	0.4943	0.7575	0.8704
No log	1.4257	144	0.8697	0.4681	0.8697	0.9326
No log	1.4455	146	0.8018	0.4577	0.8018	0.8955
No log	1.4653	148	0.7086	0.5787	0.7086	0.8418
No log	1.4851	150	0.7237	0.5787	0.7237	0.8507
No log	1.5050	152	0.7486	0.5320	0.7486	0.8652
No log	1.5248	154	0.7576	0.5093	0.7576	0.8704
No log	1.5446	156	0.7469	0.4995	0.7469	0.8642
No log	1.5644	158	0.7528	0.4571	0.7528	0.8677
No log	1.5842	160	0.7830	0.4122	0.7830	0.8849
No log	1.6040	162	0.7238	0.5656	0.7238	0.8508
No log	1.6238	164	0.7101	0.6479	0.7101	0.8427
No log	1.6436	166	0.6990	0.6673	0.6990	0.8361
No log	1.6634	168	0.6934	0.6307	0.6934	0.8327
No log	1.6832	170	0.6993	0.5949	0.6993	0.8362
No log	1.7030	172	0.6897	0.5721	0.6897	0.8305
No log	1.7228	174	0.7341	0.4983	0.7341	0.8568
No log	1.7426	176	0.9983	0.4472	0.9983	0.9991
No log	1.7624	178	1.0845	0.3517	1.0845	1.0414
No log	1.7822	180	0.8823	0.4686	0.8823	0.9393
No log	1.8020	182	0.7371	0.4588	0.7371	0.8585
No log	1.8218	184	0.7141	0.4715	0.7141	0.8450
No log	1.8416	186	0.7602	0.5202	0.7602	0.8719
No log	1.8614	188	0.7146	0.4979	0.7146	0.8454
No log	1.8812	190	0.7030	0.4876	0.7030	0.8384
No log	1.9010	192	0.7236	0.4438	0.7236	0.8507
No log	1.9208	194	0.7904	0.4815	0.7904	0.8890
No log	1.9406	196	0.8056	0.4681	0.8056	0.8976
No log	1.9604	198	0.8069	0.4681	0.8069	0.8983
No log	1.9802	200	0.7611	0.4956	0.7611	0.8724
No log	2.0	202	0.7959	0.5051	0.7959	0.8921
No log	2.0198	204	0.8199	0.4681	0.8199	0.9055
No log	2.0396	206	0.8231	0.4310	0.8231	0.9072
No log	2.0594	208	0.8371	0.4054	0.8371	0.9149
No log	2.0792	210	0.7834	0.4291	0.7834	0.8851
No log	2.0990	212	0.7403	0.4290	0.7403	0.8604
No log	2.1188	214	0.7358	0.4438	0.7358	0.8578
No log	2.1386	216	0.7350	0.4281	0.7350	0.8573
No log	2.1584	218	0.7160	0.5093	0.7160	0.8461
No log	2.1782	220	0.6996	0.5487	0.6996	0.8364
No log	2.1980	222	0.7101	0.5692	0.7101	0.8427
No log	2.2178	224	0.7777	0.5486	0.7777	0.8819
No log	2.2376	226	0.7298	0.48	0.7298	0.8543
No log	2.2574	228	0.6921	0.4457	0.6921	0.8319
No log	2.2772	230	0.6733	0.4909	0.6733	0.8205
No log	2.2970	232	0.7553	0.5127	0.7553	0.8691
No log	2.3168	234	0.9527	0.4318	0.9527	0.9760
No log	2.3366	236	1.0927	0.3226	1.0927	1.0453
No log	2.3564	238	0.9416	0.4743	0.9416	0.9703
No log	2.3762	240	0.6523	0.5669	0.6523	0.8077
No log	2.3960	242	0.6633	0.6639	0.6633	0.8144
No log	2.4158	244	0.6628	0.6639	0.6628	0.8141
No log	2.4356	246	0.6341	0.6076	0.6341	0.7963
No log	2.4554	248	0.6612	0.5905	0.6612	0.8132
No log	2.4752	250	0.6966	0.5459	0.6966	0.8346
No log	2.4950	252	0.6839	0.5905	0.6839	0.8270
No log	2.5149	254	0.6537	0.5771	0.6537	0.8085
No log	2.5347	256	0.6596	0.5771	0.6596	0.8122
No log	2.5545	258	0.7060	0.4983	0.7060	0.8402
No log	2.5743	260	0.7824	0.4797	0.7824	0.8846
No log	2.5941	262	0.9141	0.4667	0.9141	0.9561
No log	2.6139	264	0.7992	0.5180	0.7992	0.8940
No log	2.6337	266	0.6458	0.5988	0.6458	0.8036
No log	2.6535	268	0.6429	0.6690	0.6429	0.8018
No log	2.6733	270	0.6646	0.5988	0.6646	0.8152
No log	2.6931	272	0.8214	0.4867	0.8214	0.9063
No log	2.7129	274	0.8988	0.4454	0.8988	0.9480
No log	2.7327	276	0.7914	0.5148	0.7914	0.8896
No log	2.7525	278	0.7091	0.5432	0.7091	0.8421
No log	2.7723	280	0.7111	0.4659	0.7111	0.8433
No log	2.7921	282	0.7460	0.4336	0.7460	0.8637
No log	2.8119	284	0.7511	0.3922	0.7511	0.8667
No log	2.8317	286	0.7446	0.4503	0.7446	0.8629
No log	2.8515	288	0.7342	0.4503	0.7342	0.8569
No log	2.8713	290	0.7506	0.4456	0.7506	0.8664
No log	2.8911	292	0.7394	0.4987	0.7394	0.8599
No log	2.9109	294	0.7190	0.4794	0.7190	0.8480
No log	2.9307	296	0.7538	0.5331	0.7538	0.8682
No log	2.9505	298	0.7258	0.5316	0.7258	0.8519
No log	2.9703	300	0.7457	0.4173	0.7457	0.8635
No log	2.9901	302	0.9011	0.3920	0.9011	0.9492
No log	3.0099	304	1.0051	0.4278	1.0051	1.0026
No log	3.0297	306	0.9397	0.3179	0.9397	0.9694
No log	3.0495	308	0.8180	0.3130	0.8180	0.9045
No log	3.0693	310	0.7467	0.4346	0.7467	0.8641
No log	3.0891	312	0.7644	0.5093	0.7644	0.8743
No log	3.1089	314	0.7661	0.5353	0.7661	0.8753
No log	3.1287	316	0.7070	0.5438	0.7070	0.8408
No log	3.1485	318	0.6905	0.5405	0.6905	0.8310
No log	3.1683	320	0.8092	0.5479	0.8092	0.8995
No log	3.1881	322	0.9326	0.4893	0.9326	0.9657
No log	3.2079	324	0.9842	0.4893	0.9842	0.9921
No log	3.2277	326	0.9317	0.4908	0.9317	0.9652
No log	3.2475	328	0.8029	0.4006	0.8029	0.8961
No log	3.2673	330	0.7116	0.4223	0.7116	0.8436
No log	3.2871	332	0.6837	0.4643	0.6837	0.8269
No log	3.3069	334	0.6878	0.4363	0.6878	0.8293
No log	3.3267	336	0.7095	0.3712	0.7095	0.8423
No log	3.3465	338	0.7467	0.5059	0.7467	0.8641
No log	3.3663	340	0.7342	0.5059	0.7342	0.8568
No log	3.3861	342	0.6804	0.3882	0.6804	0.8249
No log	3.4059	344	0.6626	0.4919	0.6626	0.8140
No log	3.4257	346	0.6460	0.5183	0.6460	0.8037
No log	3.4455	348	0.6458	0.5835	0.6458	0.8036
No log	3.4653	350	0.6827	0.5810	0.6827	0.8263
No log	3.4851	352	0.7103	0.5591	0.7103	0.8428
No log	3.5050	354	0.6839	0.5534	0.6839	0.8270
No log	3.5248	356	0.6615	0.5822	0.6615	0.8133
No log	3.5446	358	0.6466	0.5163	0.6466	0.8041
No log	3.5644	360	0.6624	0.5650	0.6624	0.8139
No log	3.5842	362	0.6586	0.5759	0.6586	0.8115
No log	3.6040	364	0.6564	0.5638	0.6564	0.8102
No log	3.6238	366	0.6611	0.5139	0.6611	0.8131
No log	3.6436	368	0.7017	0.5446	0.7017	0.8377
No log	3.6634	370	0.7168	0.4843	0.7168	0.8466
No log	3.6832	372	0.7045	0.4612	0.7045	0.8394
No log	3.7030	374	0.7114	0.4478	0.7114	0.8434
No log	3.7228	376	0.7189	0.3942	0.7189	0.8479
No log	3.7426	378	0.7340	0.4560	0.7340	0.8567
No log	3.7624	380	0.7508	0.5706	0.7508	0.8665
No log	3.7822	382	0.7349	0.5706	0.7349	0.8573
No log	3.8020	384	0.6873	0.5747	0.6873	0.8290
No log	3.8218	386	0.6742	0.5771	0.6742	0.8211
No log	3.8416	388	0.6531	0.5971	0.6531	0.8082
No log	3.8614	390	0.6320	0.5971	0.6320	0.7950
No log	3.8812	392	0.6174	0.6164	0.6174	0.7857
No log	3.9010	394	0.6475	0.6402	0.6475	0.8047
No log	3.9208	396	0.7163	0.5650	0.7163	0.8463
No log	3.9406	398	0.8556	0.4981	0.8556	0.9250
No log	3.9604	400	0.8309	0.5396	0.8309	0.9115
No log	3.9802	402	0.6736	0.6330	0.6736	0.8207
No log	4.0	404	0.6119	0.6284	0.6119	0.7822
No log	4.0198	406	0.6418	0.6397	0.6418	0.8011
No log	4.0396	408	0.6260	0.5671	0.6260	0.7912
No log	4.0594	410	0.6156	0.5638	0.6156	0.7846
No log	4.0792	412	0.6217	0.5759	0.6217	0.7885
No log	4.0990	414	0.6488	0.5936	0.6488	0.8055
No log	4.1188	416	0.7092	0.6029	0.7092	0.8421
No log	4.1386	418	0.7293	0.6029	0.7293	0.8540
No log	4.1584	420	0.6560	0.5912	0.6560	0.8099
No log	4.1782	422	0.6392	0.5495	0.6392	0.7995
No log	4.1980	424	0.6472	0.4903	0.6472	0.8045
No log	4.2178	426	0.6689	0.5131	0.6689	0.8179
No log	4.2376	428	0.6610	0.5010	0.6610	0.8130
No log	4.2574	430	0.6360	0.5024	0.6360	0.7975
No log	4.2772	432	0.6686	0.6010	0.6686	0.8177
No log	4.2970	434	0.7921	0.5399	0.7921	0.8900
No log	4.3168	436	0.8294	0.5295	0.8294	0.9107
No log	4.3366	438	0.7271	0.5951	0.7271	0.8527
No log	4.3564	440	0.6177	0.6006	0.6177	0.7859
No log	4.3762	442	0.6032	0.5602	0.6032	0.7767
No log	4.3960	444	0.6098	0.6415	0.6098	0.7809
No log	4.4158	446	0.5904	0.5928	0.5904	0.7684
No log	4.4356	448	0.5990	0.6006	0.5990	0.7739
No log	4.4554	450	0.6881	0.5742	0.6881	0.8295
No log	4.4752	452	0.7140	0.5855	0.7140	0.8450
No log	4.4950	454	0.6576	0.6021	0.6576	0.8109
No log	4.5149	456	0.6035	0.5868	0.6035	0.7768
No log	4.5347	458	0.6081	0.5602	0.6081	0.7798
No log	4.5545	460	0.6128	0.5463	0.6128	0.7828
No log	4.5743	462	0.6089	0.5703	0.6089	0.7803
No log	4.5941	464	0.6213	0.5982	0.6213	0.7882
No log	4.6139	466	0.6362	0.5696	0.6362	0.7976
No log	4.6337	468	0.6405	0.5696	0.6405	0.8003
No log	4.6535	470	0.6218	0.5696	0.6218	0.7885
No log	4.6733	472	0.6270	0.5696	0.6270	0.7918
No log	4.6931	474	0.5942	0.5726	0.5942	0.7709
No log	4.7129	476	0.6023	0.6537	0.6023	0.7761
No log	4.7327	478	0.5951	0.6433	0.5951	0.7714
No log	4.7525	480	0.5939	0.5879	0.5939	0.7706
No log	4.7723	482	0.6078	0.5876	0.6078	0.7796
No log	4.7921	484	0.6020	0.5879	0.6020	0.7759
No log	4.8119	486	0.6456	0.5969	0.6456	0.8035
No log	4.8317	488	0.7184	0.5587	0.7184	0.8476
No log	4.8515	490	0.6778	0.6301	0.6778	0.8233
No log	4.8713	492	0.6044	0.6536	0.6044	0.7775
No log	4.8911	494	0.5822	0.6426	0.5822	0.7630
No log	4.9109	496	0.5872	0.6644	0.5872	0.7663
No log	4.9307	498	0.5943	0.6217	0.5943	0.7709
0.3154	4.9505	500	0.6376	0.5730	0.6376	0.7985
0.3154	4.9703	502	0.7556	0.5915	0.7556	0.8693
0.3154	4.9901	504	0.8331	0.5810	0.8331	0.9127
0.3154	5.0099	506	0.7974	0.5647	0.7974	0.8930
0.3154	5.0297	508	0.7268	0.5622	0.7268	0.8525
0.3154	5.0495	510	0.6420	0.6451	0.6420	0.8012
0.3154	5.0693	512	0.6096	0.6297	0.6096	0.7808
0.3154	5.0891	514	0.5994	0.6167	0.5994	0.7742
0.3154	5.1089	516	0.6068	0.6451	0.6068	0.7790
0.3154	5.1287	518	0.6308	0.6451	0.6308	0.7942
0.3154	5.1485	520	0.6914	0.5663	0.6914	0.8315
0.3154	5.1683	522	0.7413	0.5651	0.7413	0.8610
0.3154	5.1881	524	0.7688	0.5610	0.7688	0.8768
0.3154	5.2079	526	0.7446	0.5368	0.7446	0.8629
0.3154	5.2277	528	0.6682	0.6337	0.6682	0.8174
0.3154	5.2475	530	0.6537	0.6157	0.6537	0.8085
0.3154	5.2673	532	0.6577	0.6337	0.6577	0.8110
0.3154	5.2871	534	0.6756	0.6228	0.6756	0.8220
0.3154	5.3069	536	0.6635	0.5880	0.6635	0.8145
0.3154	5.3267	538	0.6272	0.5996	0.6272	0.7919
0.3154	5.3465	540	0.6026	0.6479	0.6026	0.7763
0.3154	5.3663	542	0.5987	0.6461	0.5987	0.7738
0.3154	5.3861	544	0.6109	0.5828	0.6109	0.7816
0.3154	5.4059	546	0.6196	0.5940	0.6196	0.7871
0.3154	5.4257	548	0.6159	0.5940	0.6159	0.7848
0.3154	5.4455	550	0.5967	0.6622	0.5967	0.7724
0.3154	5.4653	552	0.6280	0.6128	0.6280	0.7925
0.3154	5.4851	554	0.6420	0.5944	0.6420	0.8012
0.3154	5.5050	556	0.6144	0.6335	0.6144	0.7838
0.3154	5.5248	558	0.6216	0.5783	0.6216	0.7884
0.3154	5.5446	560	0.6218	0.5783	0.6218	0.7886
0.3154	5.5644	562	0.6185	0.5822	0.6185	0.7864
0.3154	5.5842	564	0.6254	0.5996	0.6254	0.7908
0.3154	5.6040	566	0.6198	0.5969	0.6198	0.7872
0.3154	5.6238	568	0.6221	0.6301	0.6221	0.7887
0.3154	5.6436	570	0.6256	0.6301	0.6256	0.7909
0.3154	5.6634	572	0.6266	0.6175	0.6266	0.7916
0.3154	5.6832	574	0.6405	0.5822	0.6405	0.8003
0.3154	5.7030	576	0.6465	0.5822	0.6465	0.8040
0.3154	5.7228	578	0.6396	0.5969	0.6396	0.7997
0.3154	5.7426	580	0.6064	0.6296	0.6064	0.7787
0.3154	5.7624	582	0.5940	0.5999	0.5940	0.7707
0.3154	5.7822	584	0.6057	0.6226	0.6057	0.7783
0.3154	5.8020	586	0.5914	0.6109	0.5914	0.7690
0.3154	5.8218	588	0.5744	0.6564	0.5744	0.7579
0.3154	5.8416	590	0.5662	0.6491	0.5662	0.7524
0.3154	5.8614	592	0.5681	0.6535	0.5681	0.7538
0.3154	5.8812	594	0.5783	0.6488	0.5783	0.7605
0.3154	5.9010	596	0.5843	0.6488	0.5843	0.7644
0.3154	5.9208	598	0.5942	0.6345	0.5942	0.7708
0.3154	5.9406	600	0.6251	0.6685	0.6251	0.7906
0.3154	5.9604	602	0.6762	0.6013	0.6762	0.8223
0.3154	5.9802	604	0.6816	0.6106	0.6816	0.8256
0.3154	6.0	606	0.6344	0.6512	0.6344	0.7965
0.3154	6.0198	608	0.5918	0.6415	0.5918	0.7693
0.3154	6.0396	610	0.5773	0.6772	0.5773	0.7598
0.3154	6.0594	612	0.5726	0.6923	0.5726	0.7567
0.3154	6.0792	614	0.5700	0.6923	0.5700	0.7550
0.3154	6.0990	616	0.5698	0.6689	0.5698	0.7549
0.3154	6.1188	618	0.5654	0.6697	0.5654	0.7520
0.3154	6.1386	620	0.5666	0.6745	0.5666	0.7527
0.3154	6.1584	622	0.5762	0.6516	0.5762	0.7591
0.3154	6.1782	624	0.5723	0.6705	0.5723	0.7565
0.3154	6.1980	626	0.5730	0.6354	0.5730	0.7570
0.3154	6.2178	628	0.5816	0.6354	0.5816	0.7626
0.3154	6.2376	630	0.5888	0.6217	0.5888	0.7673
0.3154	6.2574	632	0.5972	0.6195	0.5972	0.7728
0.3154	6.2772	634	0.6002	0.5905	0.6002	0.7747
0.3154	6.2970	636	0.5992	0.6229	0.5992	0.7741
0.3154	6.3168	638	0.5985	0.6197	0.5985	0.7736
0.3154	6.3366	640	0.6051	0.6174	0.6051	0.7779
0.3154	6.3564	642	0.6665	0.5793	0.6665	0.8164
0.3154	6.3762	644	0.7979	0.5399	0.7979	0.8933
0.3154	6.3960	646	0.7863	0.5399	0.7863	0.8867
0.3154	6.4158	648	0.6775	0.5471	0.6775	0.8231
0.3154	6.4356	650	0.6044	0.6518	0.6044	0.7774
0.3154	6.4554	652	0.6322	0.6455	0.6322	0.7951
0.3154	6.4752	654	0.6496	0.6217	0.6496	0.8060
0.3154	6.4950	656	0.6388	0.6352	0.6388	0.7992
0.3154	6.5149	658	0.6136	0.6756	0.6136	0.7833
0.3154	6.5347	660	0.6186	0.6697	0.6186	0.7865
0.3154	6.5545	662	0.6214	0.6349	0.6214	0.7883
0.3154	6.5743	664	0.6208	0.6526	0.6208	0.7879
0.3154	6.5941	666	0.6178	0.6392	0.6178	0.7860
0.3154	6.6139	668	0.6175	0.6499	0.6175	0.7858
0.3154	6.6337	670	0.6133	0.6499	0.6133	0.7832
0.3154	6.6535	672	0.6132	0.6115	0.6132	0.7831
0.3154	6.6733	674	0.6488	0.6004	0.6488	0.8055
0.3154	6.6931	676	0.7380	0.5905	0.7380	0.8591
0.3154	6.7129	678	0.7148	0.5576	0.7148	0.8454
0.3154	6.7327	680	0.6611	0.5770	0.6611	0.8131
0.3154	6.7525	682	0.6143	0.6032	0.6143	0.7838
0.3154	6.7723	684	0.6202	0.5748	0.6202	0.7876
0.3154	6.7921	686	0.6347	0.5865	0.6347	0.7967
0.3154	6.8119	688	0.6404	0.5748	0.6404	0.8002
0.3154	6.8317	690	0.6386	0.5748	0.6386	0.7991
0.3154	6.8515	692	0.6319	0.5656	0.6319	0.7949
0.3154	6.8713	694	0.6302	0.5288	0.6302	0.7938
0.3154	6.8911	696	0.6459	0.6441	0.6459	0.8037
0.3154	6.9109	698	0.6543	0.6441	0.6543	0.8089
0.3154	6.9307	700	0.6344	0.6054	0.6344	0.7965
0.3154	6.9505	702	0.6318	0.5432	0.6318	0.7949
0.3154	6.9703	704	0.6520	0.5730	0.6520	0.8075
0.3154	6.9901	706	0.6379	0.5316	0.6379	0.7987
0.3154	7.0099	708	0.6348	0.5419	0.6348	0.7967
0.3154	7.0297	710	0.6501	0.5610	0.6501	0.8063

Framework versions

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