ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k16_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: 0.7770
• Qwk: 0.5106
• Mse: 0.7770
• Rmse: 0.8815

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	0.025	2	4.0122	0.0031	4.0122	2.0030
No log	0.05	4	2.0981	0.0566	2.0981	1.4485
No log	0.075	6	1.1563	0.0520	1.1563	1.0753
No log	0.1	8	0.9730	-0.0100	0.9730	0.9864
No log	0.125	10	0.7489	0.1860	0.7489	0.8654
No log	0.15	12	0.6889	0.1874	0.6889	0.8300
No log	0.175	14	0.6883	0.2194	0.6883	0.8296
No log	0.2	16	0.6846	0.2289	0.6846	0.8274
No log	0.225	18	0.6607	0.2598	0.6607	0.8128
No log	0.25	20	0.6568	0.3278	0.6568	0.8105
No log	0.275	22	0.6460	0.2502	0.6460	0.8037
No log	0.3	24	0.6028	0.4137	0.6028	0.7764
No log	0.325	26	0.6128	0.4622	0.6128	0.7828
No log	0.35	28	0.5710	0.4224	0.5710	0.7557
No log	0.375	30	0.5683	0.4250	0.5683	0.7539
No log	0.4	32	0.5838	0.4510	0.5838	0.7640
No log	0.425	34	0.8100	0.3661	0.8100	0.9000
No log	0.45	36	1.0861	0.3232	1.0861	1.0422
No log	0.475	38	1.6001	0.2055	1.6001	1.2650
No log	0.5	40	1.4226	0.2604	1.4226	1.1927
No log	0.525	42	1.0043	0.2830	1.0043	1.0021
No log	0.55	44	0.7128	0.3376	0.7128	0.8443
No log	0.575	46	0.6628	0.3323	0.6628	0.8141
No log	0.6	48	0.6926	0.3426	0.6926	0.8322
No log	0.625	50	0.6828	0.3140	0.6828	0.8263
No log	0.65	52	0.6140	0.3937	0.6140	0.7836
No log	0.675	54	0.5744	0.3817	0.5744	0.7579
No log	0.7	56	0.5845	0.3731	0.5845	0.7645
No log	0.725	58	0.6160	0.3825	0.6160	0.7848
No log	0.75	60	0.6849	0.3406	0.6849	0.8276
No log	0.775	62	0.6594	0.3556	0.6594	0.8120
No log	0.8	64	0.6296	0.3420	0.6296	0.7935
No log	0.825	66	0.6678	0.3474	0.6678	0.8172
No log	0.85	68	0.8610	0.1653	0.8610	0.9279
No log	0.875	70	0.8831	0.2024	0.8831	0.9398
No log	0.9	72	0.7756	0.1945	0.7756	0.8807
No log	0.925	74	0.6788	0.3165	0.6788	0.8239
No log	0.95	76	0.6406	0.3345	0.6406	0.8004
No log	0.975	78	0.5843	0.3974	0.5843	0.7644
No log	1.0	80	0.5431	0.4398	0.5431	0.7369
No log	1.025	82	0.5554	0.4437	0.5554	0.7452
No log	1.05	84	0.5510	0.5134	0.5510	0.7423
No log	1.075	86	0.5696	0.5046	0.5696	0.7548
No log	1.1	88	0.6238	0.3921	0.6238	0.7898
No log	1.125	90	0.6632	0.3664	0.6632	0.8144
No log	1.15	92	0.6132	0.4236	0.6132	0.7830
No log	1.175	94	0.5811	0.494	0.5811	0.7623
No log	1.2	96	0.5703	0.4881	0.5703	0.7552
No log	1.225	98	0.5680	0.4769	0.5680	0.7537
No log	1.25	100	0.5830	0.4417	0.5830	0.7635
No log	1.275	102	0.5904	0.4417	0.5904	0.7684
No log	1.3	104	0.6167	0.5249	0.6167	0.7853
No log	1.325	106	0.6892	0.5263	0.6892	0.8302
No log	1.35	108	0.7642	0.4954	0.7642	0.8742
No log	1.375	110	0.8096	0.4918	0.8096	0.8998
No log	1.4	112	0.8796	0.4600	0.8796	0.9379
No log	1.425	114	0.8226	0.4644	0.8226	0.9070
No log	1.45	116	0.7840	0.5054	0.7840	0.8854
No log	1.475	118	0.7489	0.4673	0.7489	0.8654
No log	1.5	120	0.6696	0.4870	0.6696	0.8183
No log	1.525	122	0.6792	0.4226	0.6792	0.8241
No log	1.55	124	0.7108	0.4561	0.7108	0.8431
No log	1.575	126	0.7290	0.5122	0.7290	0.8538
No log	1.6	128	0.7520	0.4808	0.7520	0.8672
No log	1.625	130	0.7572	0.4663	0.7572	0.8701
No log	1.65	132	0.7047	0.5277	0.7047	0.8395
No log	1.675	134	0.7180	0.5434	0.7180	0.8473
No log	1.7	136	0.7019	0.5482	0.7019	0.8378
No log	1.725	138	0.6905	0.5501	0.6905	0.8310
No log	1.75	140	0.6941	0.5199	0.6941	0.8331
No log	1.775	142	0.7051	0.4787	0.7051	0.8397
No log	1.8	144	0.7359	0.4338	0.7359	0.8578
No log	1.825	146	0.7398	0.4201	0.7398	0.8601
No log	1.85	148	0.7835	0.4223	0.7835	0.8852
No log	1.875	150	0.7418	0.4356	0.7418	0.8613
No log	1.9	152	0.7103	0.4318	0.7103	0.8428
No log	1.925	154	0.7342	0.4590	0.7342	0.8569
No log	1.95	156	0.7797	0.4952	0.7797	0.8830
No log	1.975	158	0.7354	0.5453	0.7354	0.8576
No log	2.0	160	0.6468	0.5310	0.6468	0.8043
No log	2.025	162	0.6573	0.5217	0.6573	0.8107
No log	2.05	164	0.6132	0.5214	0.6132	0.7830
No log	2.075	166	0.6463	0.5686	0.6463	0.8039
No log	2.1	168	0.7026	0.5312	0.7026	0.8382
No log	2.125	170	0.7157	0.5372	0.7157	0.8460
No log	2.15	172	0.6502	0.5287	0.6502	0.8063
No log	2.175	174	0.6168	0.4628	0.6168	0.7854
No log	2.2	176	0.6211	0.4930	0.6211	0.7881
No log	2.225	178	0.5987	0.4415	0.5987	0.7737
No log	2.25	180	0.6268	0.4747	0.6268	0.7917
No log	2.275	182	0.6188	0.4838	0.6188	0.7866
No log	2.3	184	0.5709	0.4831	0.5709	0.7556
No log	2.325	186	0.6435	0.4769	0.6435	0.8022
No log	2.35	188	0.6865	0.4826	0.6865	0.8286
No log	2.375	190	0.7111	0.4814	0.7111	0.8433
No log	2.4	192	0.6631	0.5050	0.6631	0.8143
No log	2.425	194	0.6191	0.4325	0.6191	0.7868
No log	2.45	196	0.6915	0.4360	0.6915	0.8316
No log	2.475	198	0.7055	0.4153	0.7055	0.8399
No log	2.5	200	0.6780	0.4453	0.6780	0.8234
No log	2.525	202	0.6751	0.4258	0.6751	0.8217
No log	2.55	204	0.7171	0.5023	0.7171	0.8468
No log	2.575	206	0.7387	0.5106	0.7387	0.8595
No log	2.6	208	0.7621	0.5366	0.7621	0.8730
No log	2.625	210	0.7621	0.5150	0.7621	0.8730
No log	2.65	212	0.7457	0.5108	0.7457	0.8635
No log	2.675	214	0.7350	0.5035	0.7350	0.8573
No log	2.7	216	0.7342	0.5301	0.7342	0.8568
No log	2.725	218	0.7323	0.4843	0.7323	0.8557
No log	2.75	220	0.7348	0.4645	0.7348	0.8572
No log	2.775	222	0.6655	0.5313	0.6655	0.8158
No log	2.8	224	0.6571	0.5516	0.6571	0.8106
No log	2.825	226	0.6690	0.5177	0.6690	0.8179
No log	2.85	228	0.6564	0.5156	0.6564	0.8102
No log	2.875	230	0.6603	0.5245	0.6603	0.8126
No log	2.9	232	0.6680	0.5192	0.6680	0.8173
No log	2.925	234	0.6924	0.5222	0.6924	0.8321
No log	2.95	236	0.7501	0.4908	0.7501	0.8661
No log	2.975	238	0.7869	0.5239	0.7869	0.8871
No log	3.0	240	0.7244	0.5279	0.7244	0.8511
No log	3.025	242	0.6777	0.4938	0.6777	0.8232
No log	3.05	244	0.6745	0.5333	0.6745	0.8213
No log	3.075	246	0.6815	0.5159	0.6815	0.8255
No log	3.1	248	0.6775	0.5101	0.6775	0.8231
No log	3.125	250	0.6868	0.5348	0.6868	0.8288
No log	3.15	252	0.6848	0.5116	0.6848	0.8276
No log	3.175	254	0.6895	0.4828	0.6895	0.8304
No log	3.2	256	0.6838	0.4751	0.6838	0.8269
No log	3.225	258	0.6821	0.4950	0.6821	0.8259
No log	3.25	260	0.6838	0.5003	0.6838	0.8269
No log	3.275	262	0.6381	0.4935	0.6381	0.7988
No log	3.3	264	0.6374	0.4926	0.6374	0.7984
No log	3.325	266	0.6437	0.4926	0.6437	0.8023
No log	3.35	268	0.6385	0.5022	0.6385	0.7991
No log	3.375	270	0.6431	0.4862	0.6431	0.8019
No log	3.4	272	0.6598	0.5403	0.6598	0.8123
No log	3.425	274	0.6657	0.5361	0.6657	0.8159
No log	3.45	276	0.6674	0.5373	0.6674	0.8170
No log	3.475	278	0.6733	0.5360	0.6733	0.8206
No log	3.5	280	0.6880	0.5153	0.6880	0.8295
No log	3.525	282	0.7448	0.5532	0.7448	0.8630
No log	3.55	284	0.8199	0.5223	0.8199	0.9055
No log	3.575	286	0.8253	0.5355	0.8253	0.9084
No log	3.6	288	0.7233	0.5502	0.7233	0.8505
No log	3.625	290	0.6426	0.5303	0.6426	0.8016
No log	3.65	292	0.6549	0.5154	0.6549	0.8092
No log	3.675	294	0.6582	0.5244	0.6582	0.8113
No log	3.7	296	0.6566	0.5184	0.6566	0.8103
No log	3.725	298	0.7255	0.5680	0.7255	0.8518
No log	3.75	300	0.8133	0.5198	0.8133	0.9018
No log	3.775	302	0.8424	0.4916	0.8424	0.9178
No log	3.8	304	0.8197	0.4783	0.8197	0.9054
No log	3.825	306	0.7563	0.4913	0.7563	0.8696
No log	3.85	308	0.7692	0.5005	0.7692	0.8771
No log	3.875	310	0.7782	0.4928	0.7782	0.8822
No log	3.9	312	0.8446	0.4450	0.8446	0.9190
No log	3.925	314	0.8560	0.4637	0.8560	0.9252
No log	3.95	316	0.8573	0.4778	0.8573	0.9259
No log	3.975	318	0.8475	0.4662	0.8475	0.9206
No log	4.0	320	0.7577	0.5366	0.7577	0.8705
No log	4.025	322	0.6805	0.5486	0.6805	0.8249
No log	4.05	324	0.6679	0.5381	0.6679	0.8173
No log	4.075	326	0.7233	0.5072	0.7233	0.8505
No log	4.1	328	0.7550	0.4951	0.7550	0.8689
No log	4.125	330	0.7338	0.4918	0.7338	0.8566
No log	4.15	332	0.6769	0.5336	0.6769	0.8227
No log	4.175	334	0.6449	0.5194	0.6449	0.8031
No log	4.2	336	0.6468	0.5696	0.6468	0.8043
No log	4.225	338	0.6601	0.5709	0.6601	0.8124
No log	4.25	340	0.6841	0.5805	0.6841	0.8271
No log	4.275	342	0.7492	0.5102	0.7492	0.8656
No log	4.3	344	0.8238	0.5325	0.8238	0.9076
No log	4.325	346	0.8555	0.5049	0.8555	0.9249
No log	4.35	348	0.8099	0.5080	0.8099	0.8999
No log	4.375	350	0.7315	0.5560	0.7315	0.8553
No log	4.4	352	0.7081	0.5801	0.7081	0.8415
No log	4.425	354	0.7122	0.5745	0.7122	0.8439
No log	4.45	356	0.7454	0.5495	0.7454	0.8634
No log	4.475	358	0.8930	0.5010	0.8930	0.9450
No log	4.5	360	1.1304	0.4130	1.1304	1.0632
No log	4.525	362	1.1639	0.4217	1.1639	1.0789
No log	4.55	364	1.0094	0.4293	1.0094	1.0047
No log	4.575	366	0.7844	0.5234	0.7844	0.8856
No log	4.6	368	0.6841	0.5659	0.6841	0.8271
No log	4.625	370	0.6944	0.5908	0.6944	0.8333
No log	4.65	372	0.7210	0.5847	0.7210	0.8491
No log	4.675	374	0.7853	0.5322	0.7853	0.8862
No log	4.7	376	0.7871	0.5333	0.7871	0.8872
No log	4.725	378	0.7261	0.5763	0.7261	0.8521
No log	4.75	380	0.7059	0.5864	0.7059	0.8402
No log	4.775	382	0.6826	0.5840	0.6826	0.8262
No log	4.8	384	0.6727	0.5370	0.6727	0.8202
No log	4.825	386	0.6752	0.5840	0.6752	0.8217
No log	4.85	388	0.7279	0.5291	0.7279	0.8532
No log	4.875	390	0.8288	0.4868	0.8288	0.9104
No log	4.9	392	0.8471	0.4862	0.8471	0.9204
No log	4.925	394	0.7795	0.5395	0.7795	0.8829
No log	4.95	396	0.7218	0.5809	0.7218	0.8496
No log	4.975	398	0.7118	0.5005	0.7118	0.8437
No log	5.0	400	0.7028	0.4951	0.7028	0.8383
No log	5.025	402	0.6904	0.5466	0.6904	0.8309
No log	5.05	404	0.6953	0.5748	0.6953	0.8339
No log	5.075	406	0.6925	0.5663	0.6925	0.8321
No log	5.1	408	0.7017	0.5474	0.7017	0.8377
No log	5.125	410	0.7199	0.5390	0.7199	0.8485
No log	5.15	412	0.7766	0.5052	0.7766	0.8813
No log	5.175	414	0.7779	0.5015	0.7779	0.8820
No log	5.2	416	0.7375	0.5317	0.7375	0.8587
No log	5.225	418	0.7022	0.5364	0.7022	0.8380
No log	5.25	420	0.7126	0.5623	0.7126	0.8441
No log	5.275	422	0.7210	0.5623	0.7210	0.8491
No log	5.3	424	0.7331	0.5315	0.7331	0.8562
No log	5.325	426	0.7798	0.5223	0.7798	0.8830
No log	5.35	428	0.8986	0.4718	0.8986	0.9479
No log	5.375	430	0.9478	0.4688	0.9478	0.9736
No log	5.4	432	0.9196	0.4703	0.9196	0.9590
No log	5.425	434	0.8337	0.4929	0.8337	0.9131
No log	5.45	436	0.7624	0.5076	0.7624	0.8732
No log	5.475	438	0.7210	0.5535	0.7210	0.8491
No log	5.5	440	0.7209	0.5451	0.7209	0.8490
No log	5.525	442	0.7380	0.5291	0.7380	0.8590
No log	5.55	444	0.7718	0.4871	0.7718	0.8785
No log	5.575	446	0.7893	0.4767	0.7893	0.8884
No log	5.6	448	0.8120	0.5005	0.8120	0.9011
No log	5.625	450	0.7870	0.4962	0.7870	0.8871
No log	5.65	452	0.7416	0.5008	0.7416	0.8612
No log	5.675	454	0.7234	0.5642	0.7234	0.8505
No log	5.7	456	0.7109	0.5574	0.7109	0.8431
No log	5.725	458	0.7190	0.5461	0.7190	0.8479
No log	5.75	460	0.7336	0.5293	0.7336	0.8565
No log	5.775	462	0.7477	0.5166	0.7477	0.8647
No log	5.8	464	0.7514	0.5156	0.7514	0.8668
No log	5.825	466	0.7497	0.5188	0.7497	0.8659
No log	5.85	468	0.7459	0.5188	0.7459	0.8637
No log	5.875	470	0.7607	0.5255	0.7607	0.8722
No log	5.9	472	0.7533	0.5350	0.7533	0.8679
No log	5.925	474	0.7305	0.5314	0.7305	0.8547
No log	5.95	476	0.7092	0.5314	0.7092	0.8422
No log	5.975	478	0.6931	0.5472	0.6931	0.8325
No log	6.0	480	0.7026	0.5282	0.7026	0.8382
No log	6.025	482	0.7334	0.5217	0.7334	0.8564
No log	6.05	484	0.7440	0.5132	0.7440	0.8626
No log	6.075	486	0.7446	0.5206	0.7446	0.8629
No log	6.1	488	0.7454	0.5216	0.7454	0.8634
No log	6.125	490	0.7001	0.5282	0.7001	0.8367
No log	6.15	492	0.6742	0.5200	0.6742	0.8211
No log	6.175	494	0.6721	0.5346	0.6721	0.8198
No log	6.2	496	0.6655	0.5339	0.6655	0.8158
No log	6.225	498	0.6992	0.5327	0.6992	0.8362
0.4297	6.25	500	0.7476	0.5056	0.7476	0.8647
0.4297	6.275	502	0.7848	0.5022	0.7848	0.8859
0.4297	6.3	504	0.7557	0.4974	0.7557	0.8693
0.4297	6.325	506	0.7047	0.5387	0.7047	0.8394
0.4297	6.35	508	0.6735	0.5857	0.6735	0.8207
0.4297	6.375	510	0.6589	0.5635	0.6589	0.8117
0.4297	6.4	512	0.6694	0.5562	0.6694	0.8182
0.4297	6.425	514	0.6869	0.5620	0.6869	0.8288
0.4297	6.45	516	0.7339	0.5390	0.7339	0.8567
0.4297	6.475	518	0.8019	0.4940	0.8019	0.8955
0.4297	6.5	520	0.8162	0.5	0.8162	0.9034
0.4297	6.525	522	0.8371	0.4921	0.8371	0.9149
0.4297	6.55	524	0.8174	0.5008	0.8174	0.9041
0.4297	6.575	526	0.7707	0.5253	0.7707	0.8779
0.4297	6.6	528	0.7447	0.5474	0.7447	0.8629
0.4297	6.625	530	0.7354	0.5474	0.7354	0.8575
0.4297	6.65	532	0.7305	0.5488	0.7305	0.8547
0.4297	6.675	534	0.7090	0.5517	0.7090	0.8421
0.4297	6.7	536	0.7264	0.5431	0.7264	0.8523
0.4297	6.725	538	0.7375	0.5295	0.7375	0.8588
0.4297	6.75	540	0.7565	0.5295	0.7565	0.8698
0.4297	6.775	542	0.8047	0.4934	0.8047	0.8971
0.4297	6.8	544	0.8272	0.4859	0.8272	0.9095
0.4297	6.825	546	0.8407	0.4790	0.8407	0.9169
0.4297	6.85	548	0.8011	0.4950	0.8011	0.8951
0.4297	6.875	550	0.7526	0.5283	0.7526	0.8675
0.4297	6.9	552	0.7403	0.5295	0.7403	0.8604
0.4297	6.925	554	0.7616	0.5338	0.7616	0.8727
0.4297	6.95	556	0.7844	0.4971	0.7844	0.8857
0.4297	6.975	558	0.7881	0.5008	0.7881	0.8877
0.4297	7.0	560	0.7749	0.5040	0.7749	0.8803
0.4297	7.025	562	0.7331	0.5418	0.7331	0.8562
0.4297	7.05	564	0.7279	0.5418	0.7279	0.8532
0.4297	7.075	566	0.7399	0.5346	0.7399	0.8602
0.4297	7.1	568	0.7462	0.5346	0.7462	0.8638
0.4297	7.125	570	0.7429	0.5359	0.7429	0.8619
0.4297	7.15	572	0.7289	0.5444	0.7289	0.8537
0.4297	7.175	574	0.7374	0.5359	0.7374	0.8587
0.4297	7.2	576	0.7472	0.5346	0.7472	0.8644
0.4297	7.225	578	0.7404	0.5431	0.7404	0.8604
0.4297	7.25	580	0.7373	0.5374	0.7373	0.8587
0.4297	7.275	582	0.7419	0.5374	0.7419	0.8613
0.4297	7.3	584	0.7750	0.5268	0.7750	0.8803
0.4297	7.325	586	0.8320	0.4929	0.8320	0.9122
0.4297	7.35	588	0.8802	0.4718	0.8802	0.9382
0.4297	7.375	590	0.8863	0.4718	0.8863	0.9414
0.4297	7.4	592	0.8593	0.4723	0.8593	0.9270
0.4297	7.425	594	0.8181	0.4936	0.8181	0.9045
0.4297	7.45	596	0.7857	0.5182	0.7857	0.8864
0.4297	7.475	598	0.7449	0.5431	0.7449	0.8631
0.4297	7.5	600	0.7311	0.5431	0.7311	0.8551
0.4297	7.525	602	0.7203	0.5431	0.7203	0.8487
0.4297	7.55	604	0.7297	0.5431	0.7297	0.8542
0.4297	7.575	606	0.7664	0.5415	0.7664	0.8754
0.4297	7.6	608	0.7971	0.5109	0.7971	0.8928
0.4297	7.625	610	0.8157	0.5049	0.8157	0.9032
0.4297	7.65	612	0.8221	0.5042	0.8221	0.9067
0.4297	7.675	614	0.8360	0.4922	0.8360	0.9143
0.4297	7.7	616	0.8718	0.4727	0.8718	0.9337
0.4297	7.725	618	0.8711	0.4847	0.8711	0.9333
0.4297	7.75	620	0.8766	0.4785	0.8766	0.9363
0.4297	7.775	622	0.9044	0.4708	0.9044	0.9510
0.4297	7.8	624	0.9004	0.4718	0.9004	0.9489
0.4297	7.825	626	0.8726	0.4918	0.8726	0.9341
0.4297	7.85	628	0.8365	0.4835	0.8365	0.9146
0.4297	7.875	630	0.8067	0.4995	0.8067	0.8982
0.4297	7.9	632	0.8072	0.4995	0.8072	0.8984
0.4297	7.925	634	0.8232	0.4917	0.8232	0.9073
0.4297	7.95	636	0.8557	0.4931	0.8557	0.9250
0.4297	7.975	638	0.9018	0.4770	0.9018	0.9496
0.4297	8.0	640	0.9085	0.4708	0.9085	0.9532
0.4297	8.025	642	0.8958	0.4708	0.8958	0.9465
0.4297	8.05	644	0.8634	0.4712	0.8634	0.9292
0.4297	8.075	646	0.8284	0.4786	0.8284	0.9102
0.4297	8.1	648	0.7916	0.5122	0.7916	0.8897
0.4297	8.125	650	0.7558	0.5134	0.7558	0.8694
0.4297	8.15	652	0.7331	0.5433	0.7331	0.8562
0.4297	8.175	654	0.7254	0.5589	0.7254	0.8517
0.4297	8.2	656	0.7216	0.5589	0.7216	0.8495
0.4297	8.225	658	0.7305	0.5433	0.7305	0.8547
0.4297	8.25	660	0.7408	0.5350	0.7408	0.8607
0.4297	8.275	662	0.7532	0.5393	0.7532	0.8679
0.4297	8.3	664	0.7716	0.5115	0.7716	0.8784
0.4297	8.325	666	0.7808	0.5046	0.7808	0.8836
0.4297	8.35	668	0.7732	0.5046	0.7732	0.8793
0.4297	8.375	670	0.7526	0.5338	0.7526	0.8675
0.4297	8.4	672	0.7298	0.5362	0.7298	0.8543
0.4297	8.425	674	0.7171	0.5403	0.7171	0.8468
0.4297	8.45	676	0.7090	0.5476	0.7090	0.8420
0.4297	8.475	678	0.7137	0.5476	0.7137	0.8448
0.4297	8.5	680	0.7290	0.5403	0.7290	0.8538
0.4297	8.525	682	0.7525	0.5350	0.7525	0.8675
0.4297	8.55	684	0.7869	0.5039	0.7869	0.8871
0.4297	8.575	686	0.8140	0.4811	0.8140	0.9022
0.4297	8.6	688	0.8282	0.4853	0.8282	0.9100
0.4297	8.625	690	0.8206	0.4853	0.8206	0.9059
0.4297	8.65	692	0.8028	0.4811	0.8028	0.8960
0.4297	8.675	694	0.7751	0.5115	0.7751	0.8804
0.4297	8.7	696	0.7583	0.5315	0.7583	0.8708
0.4297	8.725	698	0.7416	0.5390	0.7416	0.8612
0.4297	8.75	700	0.7305	0.5405	0.7305	0.8547
0.4297	8.775	702	0.7288	0.5405	0.7288	0.8537
0.4297	8.8	704	0.7314	0.5405	0.7314	0.8552
0.4297	8.825	706	0.7409	0.5377	0.7409	0.8608
0.4297	8.85	708	0.7585	0.5368	0.7585	0.8709
0.4297	8.875	710	0.7802	0.5098	0.7802	0.8833
0.4297	8.9	712	0.7956	0.5031	0.7956	0.8919
0.4297	8.925	714	0.8108	0.4884	0.8108	0.9005
0.4297	8.95	716	0.8176	0.4805	0.8176	0.9042
0.4297	8.975	718	0.8119	0.5	0.8119	0.9010
0.4297	9.0	720	0.7998	0.5008	0.7998	0.8943
0.4297	9.025	722	0.7825	0.5031	0.7825	0.8846
0.4297	9.05	724	0.7695	0.5098	0.7695	0.8772
0.4297	9.075	726	0.7673	0.5106	0.7673	0.8760
0.4297	9.1	728	0.7747	0.5098	0.7747	0.8801
0.4297	9.125	730	0.7854	0.5098	0.7854	0.8862
0.4297	9.15	732	0.7871	0.5030	0.7871	0.8872
0.4297	9.175	734	0.7948	0.5030	0.7948	0.8915
0.4297	9.2	736	0.7969	0.4915	0.7969	0.8927
0.4297	9.225	738	0.7903	0.5038	0.7903	0.8890
0.4297	9.25	740	0.7815	0.5038	0.7815	0.8840
0.4297	9.275	742	0.7791	0.5038	0.7791	0.8826
0.4297	9.3	744	0.7753	0.5106	0.7753	0.8805
0.4297	9.325	746	0.7755	0.5106	0.7755	0.8806
0.4297	9.35	748	0.7749	0.5106	0.7749	0.8803
0.4297	9.375	750	0.7677	0.5106	0.7677	0.8762
0.4297	9.4	752	0.7606	0.5357	0.7606	0.8721
0.4297	9.425	754	0.7526	0.5368	0.7526	0.8675
0.4297	9.45	756	0.7441	0.5546	0.7441	0.8626
0.4297	9.475	758	0.7381	0.5546	0.7381	0.8591
0.4297	9.5	760	0.7350	0.5560	0.7350	0.8573
0.4297	9.525	762	0.7343	0.5631	0.7343	0.8569
0.4297	9.55	764	0.7328	0.5448	0.7328	0.8560
0.4297	9.575	766	0.7319	0.5461	0.7319	0.8555
0.4297	9.6	768	0.7325	0.5461	0.7325	0.8558
0.4297	9.625	770	0.7360	0.5448	0.7360	0.8579
0.4297	9.65	772	0.7394	0.5631	0.7394	0.8599
0.4297	9.675	774	0.7449	0.5560	0.7449	0.8631
0.4297	9.7	776	0.7506	0.5407	0.7506	0.8664
0.4297	9.725	778	0.7573	0.5407	0.7573	0.8703
0.4297	9.75	780	0.7653	0.5304	0.7653	0.8748
0.4297	9.775	782	0.7720	0.5304	0.7720	0.8786
0.4297	9.8	784	0.7779	0.5106	0.7779	0.8820
0.4297	9.825	786	0.7815	0.5030	0.7815	0.8840
0.4297	9.85	788	0.7830	0.5030	0.7830	0.8849
0.4297	9.875	790	0.7828	0.5030	0.7828	0.8848
0.4297	9.9	792	0.7816	0.5098	0.7816	0.8841
0.4297	9.925	794	0.7797	0.5098	0.7797	0.8830
0.4297	9.95	796	0.7783	0.5106	0.7783	0.8822
0.4297	9.975	798	0.7773	0.5106	0.7773	0.8816
0.4297	10.0	800	0.7770	0.5106	0.7770	0.8815

Framework versions

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