ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k15_task3_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: 0.5532
• Qwk: 0.3297
• Mse: 0.5532
• Rmse: 0.7438

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	0.0227	2	3.1269	-0.0313	3.1269	1.7683
No log	0.0455	4	1.9304	-0.0658	1.9304	1.3894
No log	0.0682	6	1.0072	0.0	1.0072	1.0036
No log	0.0909	8	2.0016	0.0270	2.0016	1.4148
No log	0.1136	10	1.2392	0.0345	1.2392	1.1132
No log	0.1364	12	0.6782	0.2644	0.6782	0.8235
No log	0.1591	14	0.7209	0.1925	0.7209	0.8491
No log	0.1818	16	1.1506	0.0	1.1506	1.0727
No log	0.2045	18	1.5862	0.0	1.5862	1.2595
No log	0.2273	20	2.1175	0.0649	2.1175	1.4552
No log	0.25	22	1.6477	0.0	1.6477	1.2836
No log	0.2727	24	0.9291	0.0	0.9291	0.9639
No log	0.2955	26	0.7448	0.2554	0.7448	0.8630
No log	0.3182	28	0.6887	0.2850	0.6887	0.8299
No log	0.3409	30	0.7316	0.2146	0.7316	0.8553
No log	0.3636	32	0.8955	0.1730	0.8955	0.9463
No log	0.3864	34	0.8096	0.2203	0.8096	0.8998
No log	0.4091	36	0.6343	0.0400	0.6343	0.7964
No log	0.4318	38	0.5956	0.0569	0.5956	0.7717
No log	0.4545	40	0.6159	0.0	0.6159	0.7848
No log	0.4773	42	0.6106	0.1282	0.6106	0.7814
No log	0.5	44	1.7283	0.0716	1.7283	1.3147
No log	0.5227	46	1.6696	0.0380	1.6696	1.2921
No log	0.5455	48	0.7999	0.2077	0.7999	0.8944
No log	0.5682	50	0.5863	0.0388	0.5863	0.7657
No log	0.5909	52	0.6140	0.2000	0.6140	0.7836
No log	0.6136	54	0.9549	0.0333	0.9549	0.9772
No log	0.6364	56	0.9360	0.0717	0.9360	0.9675
No log	0.6591	58	0.7733	0.1443	0.7733	0.8794
No log	0.6818	60	0.6306	0.1605	0.6306	0.7941
No log	0.7045	62	0.6069	0.1605	0.6069	0.7791
No log	0.7273	64	0.7776	0.1852	0.7776	0.8818
No log	0.75	66	1.2446	0.0	1.2446	1.1156
No log	0.7727	68	1.1609	0.0476	1.1609	1.0775
No log	0.7955	70	0.6837	0.3548	0.6837	0.8269
No log	0.8182	72	0.6446	0.3333	0.6446	0.8029
No log	0.8409	74	0.5937	0.2970	0.5937	0.7705
No log	0.8636	76	0.5801	0.1795	0.5801	0.7617
No log	0.8864	78	0.7719	0.2762	0.7719	0.8786
No log	0.9091	80	1.4032	-0.0294	1.4032	1.1846
No log	0.9318	82	1.1638	0.0037	1.1638	1.0788
No log	0.9545	84	0.8185	0.2432	0.8185	0.9047
No log	0.9773	86	0.5673	0.0933	0.5673	0.7532
No log	1.0	88	0.6140	0.1169	0.6140	0.7836
No log	1.0227	90	0.5878	0.0476	0.5878	0.7667
No log	1.0455	92	1.0941	0.0947	1.0941	1.0460
No log	1.0682	94	1.8919	-0.0481	1.8919	1.3755
No log	1.0909	96	1.7813	-0.0201	1.7813	1.3347
No log	1.1136	98	1.1175	0.1020	1.1175	1.0571
No log	1.1364	100	0.6715	0.2000	0.6715	0.8195
No log	1.1591	102	0.8475	0.1795	0.8475	0.9206
No log	1.1818	104	0.8774	0.1931	0.8774	0.9367
No log	1.2045	106	0.5817	0.2000	0.5817	0.7627
No log	1.2273	108	1.4289	0.0	1.4289	1.1954
No log	1.25	110	1.9203	0.0168	1.9203	1.3857
No log	1.2727	112	1.7772	0.0210	1.7772	1.3331
No log	1.2955	114	1.3208	0.0	1.3208	1.1493
No log	1.3182	116	0.9514	0.0038	0.9514	0.9754
No log	1.3409	118	0.8451	0.2137	0.8451	0.9193
No log	1.3636	120	0.8559	0.2281	0.8559	0.9251
No log	1.3864	122	0.8179	0.2000	0.8179	0.9044
No log	1.4091	124	0.6451	-0.1111	0.6451	0.8032
No log	1.4318	126	0.6793	0.0	0.6793	0.8242
No log	1.4545	128	0.7201	0.0538	0.7201	0.8486
No log	1.4773	130	1.0636	0.0947	1.0636	1.0313
No log	1.5	132	1.0102	0.2072	1.0102	1.0051
No log	1.5227	134	0.6327	-0.0133	0.6327	0.7954
No log	1.5455	136	0.6235	0.0556	0.6235	0.7896
No log	1.5682	138	0.6751	-0.0196	0.6751	0.8217
No log	1.5909	140	0.6933	0.0952	0.6933	0.8327
No log	1.6136	142	0.6391	0.3118	0.6391	0.7994
No log	1.6364	144	0.9646	0.0795	0.9646	0.9821
No log	1.6591	146	0.7950	0.1373	0.7950	0.8916
No log	1.6818	148	0.6155	0.0	0.6155	0.7845
No log	1.7045	150	0.6480	0.1264	0.6480	0.8050
No log	1.7273	152	0.7968	0.1691	0.7968	0.8926
No log	1.75	154	0.9855	0.0631	0.9855	0.9927
No log	1.7727	156	0.8454	0.1373	0.8454	0.9195
No log	1.7955	158	0.7020	0.1739	0.7020	0.8379
No log	1.8182	160	1.0240	0.2000	1.0240	1.0119
No log	1.8409	162	0.8817	0.2711	0.8817	0.9390
No log	1.8636	164	0.5904	0.3073	0.5904	0.7684
No log	1.8864	166	1.2958	0.1068	1.2958	1.1383
No log	1.9091	168	1.5268	0.0843	1.5268	1.2356
No log	1.9318	170	1.0477	0.0694	1.0477	1.0236
No log	1.9545	172	0.5802	0.2787	0.5802	0.7617
No log	1.9773	174	0.5642	0.3103	0.5642	0.7511
No log	2.0	176	0.6937	0.2239	0.6937	0.8329
No log	2.0227	178	0.7013	0.2239	0.7013	0.8374
No log	2.0455	180	0.7504	0.2157	0.7504	0.8663
No log	2.0682	182	0.8033	0.2381	0.8033	0.8963
No log	2.0909	184	0.6869	0.2549	0.6869	0.8288
No log	2.1136	186	0.5032	0.3073	0.5032	0.7094
No log	2.1364	188	0.5385	0.2184	0.5385	0.7338
No log	2.1591	190	0.4951	0.2683	0.4951	0.7036
No log	2.1818	192	0.7193	0.2381	0.7193	0.8481
No log	2.2045	194	0.8958	0.1861	0.8958	0.9465
No log	2.2273	196	0.6795	0.2549	0.6795	0.8243
No log	2.25	198	0.5036	0.0968	0.5036	0.7096
No log	2.2727	200	0.5451	0.2883	0.5451	0.7383
No log	2.2955	202	0.4931	0.1801	0.4931	0.7022
No log	2.3182	204	0.7064	0.2676	0.7064	0.8405
No log	2.3409	206	0.9236	0.2542	0.9236	0.9610
No log	2.3636	208	0.7470	0.2222	0.7470	0.8643
No log	2.3864	210	0.5067	0.3757	0.5067	0.7118
No log	2.4091	212	0.4933	0.1484	0.4933	0.7023
No log	2.4318	214	0.4917	0.1053	0.4917	0.7012
No log	2.4545	216	0.4921	0.3636	0.4921	0.7015
No log	2.4773	218	0.5263	0.3520	0.5263	0.7255
No log	2.5	220	0.5312	0.3258	0.5312	0.7288
No log	2.5227	222	0.5568	0.3371	0.5568	0.7462
No log	2.5455	224	0.5810	0.3333	0.5810	0.7623
No log	2.5682	226	0.6064	0.2865	0.6064	0.7787
No log	2.5909	228	0.7125	0.2079	0.7125	0.8441
No log	2.6136	230	0.7000	0.2079	0.7000	0.8367
No log	2.6364	232	0.6445	0.3149	0.6445	0.8028
No log	2.6591	234	0.8752	0.1736	0.8752	0.9355
No log	2.6818	236	1.1387	0.1130	1.1387	1.0671
No log	2.7045	238	0.8980	0.1667	0.8980	0.9477
No log	2.7273	240	0.6242	0.2593	0.6242	0.7900
No log	2.75	242	0.6176	0.0130	0.6176	0.7858
No log	2.7727	244	0.6241	0.2000	0.6241	0.7900
No log	2.7955	246	0.8529	0.1416	0.8529	0.9235
No log	2.8182	248	0.8542	0.1416	0.8542	0.9242
No log	2.8409	250	0.6725	0.1638	0.6725	0.8200
No log	2.8636	252	0.6109	0.1698	0.6109	0.7816
No log	2.8864	254	0.6157	0.2941	0.6157	0.7847
No log	2.9091	256	0.6352	0.2727	0.6352	0.7970
No log	2.9318	258	0.5967	0.3032	0.5967	0.7725
No log	2.9545	260	0.5714	0.1795	0.5714	0.7559
No log	2.9773	262	0.5627	0.1000	0.5627	0.7501
No log	3.0	264	0.5664	0.2575	0.5664	0.7526
No log	3.0227	266	0.6425	0.4043	0.6425	0.8016
No log	3.0455	268	0.7104	0.2621	0.7104	0.8429
No log	3.0682	270	0.6371	0.2746	0.6371	0.7982
No log	3.0909	272	0.5572	0.2289	0.5572	0.7465
No log	3.1136	274	0.7377	0.2000	0.7377	0.8589
No log	3.1364	276	0.7550	0.2000	0.7550	0.8689
No log	3.1591	278	0.6133	0.0064	0.6133	0.7831
No log	3.1818	280	0.6747	0.2169	0.6747	0.8214
No log	3.2045	282	0.7796	0.1443	0.7796	0.8829
No log	3.2273	284	0.7254	0.2083	0.7254	0.8517
No log	3.25	286	0.6060	0.1795	0.6060	0.7785
No log	3.2727	288	0.6010	0.3086	0.6010	0.7753
No log	3.2955	290	0.6594	0.3118	0.6594	0.8121
No log	3.3182	292	0.8346	0.1925	0.8346	0.9135
No log	3.3409	294	0.7080	0.2157	0.7080	0.8415
No log	3.3636	296	0.5684	0.2941	0.5684	0.7539
No log	3.3864	298	0.5372	0.2102	0.5372	0.7329
No log	3.4091	300	0.5418	0.2298	0.5418	0.7361
No log	3.4318	302	0.5834	0.3563	0.5834	0.7638
No log	3.4545	304	0.5718	0.3333	0.5718	0.7562
No log	3.4773	306	0.5686	0.1707	0.5686	0.7540
No log	3.5	308	0.5875	0.3086	0.5875	0.7665
No log	3.5227	310	0.5976	0.2970	0.5976	0.7730
No log	3.5455	312	0.5683	0.1895	0.5683	0.7539
No log	3.5682	314	0.5598	0.1895	0.5598	0.7482
No log	3.5909	316	0.6348	0.2994	0.6348	0.7968
No log	3.6136	318	0.7273	0.2549	0.7273	0.8528
No log	3.6364	320	0.6620	0.2688	0.6620	0.8136
No log	3.6591	322	0.5755	0.2189	0.5755	0.7586
No log	3.6818	324	0.5708	0.2644	0.5708	0.7555
No log	3.7045	326	0.5572	0.2994	0.5572	0.7465
No log	3.7273	328	0.5580	0.3333	0.5580	0.7470
No log	3.75	330	0.5693	0.1818	0.5693	0.7545
No log	3.7727	332	0.6501	0.2653	0.6501	0.8063
No log	3.7955	334	0.5869	0.3778	0.5869	0.7661
No log	3.8182	336	0.5545	0.2707	0.5545	0.7446
No log	3.8409	338	0.5406	0.2626	0.5406	0.7353
No log	3.8636	340	0.6259	0.2688	0.6259	0.7911
No log	3.8864	342	0.6894	0.2744	0.6894	0.8303
No log	3.9091	344	0.5676	0.3711	0.5676	0.7534
No log	3.9318	346	0.5317	0.1807	0.5317	0.7292
No log	3.9545	348	0.5378	0.1813	0.5378	0.7333
No log	3.9773	350	0.5371	0.1813	0.5371	0.7329
No log	4.0	352	0.5327	0.2189	0.5327	0.7299
No log	4.0227	354	0.5403	0.1500	0.5403	0.7350
No log	4.0455	356	0.5979	0.3778	0.5979	0.7733
No log	4.0682	358	0.6768	0.3131	0.6768	0.8227
No log	4.0909	360	0.5958	0.4098	0.5958	0.7719
No log	4.1136	362	0.5281	0.2883	0.5281	0.7267
No log	4.1364	364	0.5105	0.3418	0.5105	0.7145
No log	4.1591	366	0.5556	0.3684	0.5556	0.7454
No log	4.1818	368	0.6805	0.3535	0.6805	0.8249
No log	4.2045	370	0.7257	0.2464	0.7257	0.8519
No log	4.2273	372	0.7474	0.2381	0.7474	0.8645
No log	4.25	374	0.6267	0.3439	0.6267	0.7917
No log	4.2727	376	0.5835	0.3898	0.5835	0.7639
No log	4.2955	378	0.5385	0.3374	0.5385	0.7338
No log	4.3182	380	0.6023	0.3478	0.6023	0.7761
No log	4.3409	382	0.6535	0.2315	0.6535	0.8084
No log	4.3636	384	0.7267	0.1770	0.7267	0.8525
No log	4.3864	386	0.7107	0.1770	0.7107	0.8431
No log	4.4091	388	0.6350	0.2527	0.6350	0.7969
No log	4.4318	390	0.6956	0.2239	0.6956	0.8340
No log	4.4545	392	0.8840	0.1644	0.8840	0.9402
No log	4.4773	394	0.9332	0.1169	0.9332	0.9660
No log	4.5	396	0.7278	0.2157	0.7278	0.8531
No log	4.5227	398	0.5391	0.3149	0.5391	0.7343
No log	4.5455	400	0.5362	0.2000	0.5362	0.7323
No log	4.5682	402	0.5247	0.3407	0.5247	0.7244
No log	4.5909	404	0.6650	0.2323	0.6650	0.8155
No log	4.6136	406	0.9408	0.2000	0.9408	0.9699
No log	4.6364	408	0.9994	0.1877	0.9994	0.9997
No log	4.6591	410	0.7414	0.2464	0.7414	0.8610
No log	4.6818	412	0.5105	0.3371	0.5105	0.7145
No log	4.7045	414	0.4939	0.2370	0.4939	0.7028
No log	4.7273	416	0.4874	0.2593	0.4874	0.6982
No log	4.75	418	0.5327	0.4220	0.5327	0.7299
No log	4.7727	420	0.6258	0.2410	0.6258	0.7911
No log	4.7955	422	0.6277	0.2410	0.6277	0.7923
No log	4.8182	424	0.5461	0.3216	0.5461	0.7390
No log	4.8409	426	0.4927	0.2575	0.4927	0.7019
No log	4.8636	428	0.4950	0.2663	0.4950	0.7035
No log	4.8864	430	0.4962	0.3023	0.4962	0.7044
No log	4.9091	432	0.4956	0.2663	0.4956	0.7040
No log	4.9318	434	0.4998	0.2575	0.4998	0.7070
No log	4.9545	436	0.5660	0.2575	0.5660	0.7523
No log	4.9773	438	0.6183	0.2994	0.6183	0.7863
No log	5.0	440	0.5673	0.2471	0.5673	0.7532
No log	5.0227	442	0.5057	0.3073	0.5057	0.7111
No log	5.0455	444	0.5001	0.2727	0.5001	0.7072
No log	5.0682	446	0.5074	0.2444	0.5074	0.7123
No log	5.0909	448	0.5047	0.2000	0.5047	0.7105
No log	5.1136	450	0.4851	0.2298	0.4851	0.6965
No log	5.1364	452	0.5101	0.2941	0.5101	0.7142
No log	5.1591	454	0.6032	0.3224	0.6032	0.7767
No log	5.1818	456	0.6075	0.3118	0.6075	0.7794
No log	5.2045	458	0.5256	0.3086	0.5256	0.7250
No log	5.2273	460	0.5149	0.3086	0.5149	0.7176
No log	5.25	462	0.5134	0.3455	0.5134	0.7165
No log	5.2727	464	0.4799	0.4424	0.4799	0.6927
No log	5.2955	466	0.4636	0.2771	0.4636	0.6809
No log	5.3182	468	0.4655	0.3136	0.4655	0.6823
No log	5.3409	470	0.5050	0.3711	0.5050	0.7106
No log	5.3636	472	0.5589	0.3778	0.5589	0.7476
No log	5.3864	474	0.5407	0.3810	0.5407	0.7353
No log	5.4091	476	0.4795	0.1667	0.4795	0.6925
No log	5.4318	478	0.4722	0.2000	0.4722	0.6872
No log	5.4545	480	0.4726	0.2000	0.4726	0.6874
No log	5.4773	482	0.4861	0.2109	0.4861	0.6972
No log	5.5	484	0.5466	0.2970	0.5466	0.7393
No log	5.5227	486	0.5868	0.3118	0.5868	0.7660
No log	5.5455	488	0.5547	0.3898	0.5547	0.7448
No log	5.5682	490	0.4936	0.25	0.4936	0.7026
No log	5.5909	492	0.4765	0.3533	0.4765	0.6903
No log	5.6136	494	0.4767	0.3412	0.4767	0.6904
No log	5.6364	496	0.4999	0.4152	0.4999	0.7070
No log	5.6591	498	0.5622	0.3927	0.5622	0.7498
0.4005	5.6818	500	0.6454	0.3208	0.6454	0.8034
0.4005	5.7045	502	0.6450	0.3208	0.6450	0.8031
0.4005	5.7273	504	0.5640	0.4393	0.5640	0.7510
0.4005	5.75	506	0.4906	0.4043	0.4906	0.7004
0.4005	5.7727	508	0.4990	0.3478	0.4990	0.7064
0.4005	5.7955	510	0.4954	0.3478	0.4954	0.7038
0.4005	5.8182	512	0.4833	0.3297	0.4833	0.6952
0.4005	5.8409	514	0.5390	0.5248	0.5390	0.7341
0.4005	5.8636	516	0.6362	0.2762	0.6362	0.7976
0.4005	5.8864	518	0.6679	0.2593	0.6679	0.8172
0.4005	5.9091	520	0.6223	0.2941	0.6223	0.7889
0.4005	5.9318	522	0.5447	0.5122	0.5447	0.7380
0.4005	5.9545	524	0.4956	0.3617	0.4956	0.7040
0.4005	5.9773	526	0.4968	0.3297	0.4968	0.7048
0.4005	6.0	528	0.5233	0.4639	0.5233	0.7234
0.4005	6.0227	530	0.5805	0.4123	0.5805	0.7619
0.4005	6.0455	532	0.6070	0.3333	0.6070	0.7791
0.4005	6.0682	534	0.6277	0.2919	0.6277	0.7923
0.4005	6.0909	536	0.5548	0.4709	0.5548	0.7449
0.4005	6.1136	538	0.4957	0.3548	0.4957	0.7040
0.4005	6.1364	540	0.4847	0.3439	0.4847	0.6962
0.4005	6.1591	542	0.4884	0.3136	0.4884	0.6989
0.4005	6.1818	544	0.4981	0.3533	0.4981	0.7057
0.4005	6.2045	546	0.5402	0.4943	0.5402	0.7350
0.4005	6.2273	548	0.5652	0.4409	0.5652	0.7518
0.4005	6.25	550	0.5817	0.3862	0.5817	0.7627
0.4005	6.2727	552	0.5532	0.5080	0.5532	0.7438
0.4005	6.2955	554	0.5027	0.4043	0.5027	0.7090
0.4005	6.3182	556	0.5010	0.3407	0.5010	0.7078
0.4005	6.3409	558	0.5153	0.4764	0.5153	0.7179
0.4005	6.3636	560	0.5595	0.4346	0.5595	0.7480
0.4005	6.3864	562	0.6074	0.3663	0.6074	0.7793
0.4005	6.4091	564	0.6650	0.2830	0.6650	0.8155
0.4005	6.4318	566	0.6229	0.3462	0.6229	0.7893
0.4005	6.4545	568	0.5663	0.4105	0.5663	0.7526
0.4005	6.4773	570	0.4971	0.3898	0.4971	0.7051
0.4005	6.5	572	0.4904	0.3073	0.4904	0.7003
0.4005	6.5227	574	0.4998	0.2832	0.4998	0.7070
0.4005	6.5455	576	0.4894	0.3073	0.4894	0.6996
0.4005	6.5682	578	0.5164	0.3374	0.5164	0.7186
0.4005	6.5909	580	0.5825	0.4098	0.5825	0.7632
0.4005	6.6136	582	0.6217	0.2637	0.6217	0.7885
0.4005	6.6364	584	0.5936	0.3978	0.5936	0.7704
0.4005	6.6591	586	0.5431	0.3333	0.5431	0.7370
0.4005	6.6818	588	0.5226	0.3208	0.5226	0.7229
0.4005	6.7045	590	0.5362	0.3455	0.5362	0.7323
0.4005	6.7273	592	0.5734	0.3862	0.5734	0.7572
0.4005	6.75	594	0.5798	0.3862	0.5798	0.7615
0.4005	6.7727	596	0.5842	0.3862	0.5842	0.7644
0.4005	6.7955	598	0.5267	0.3171	0.5267	0.7257
0.4005	6.8182	600	0.4948	0.3333	0.4948	0.7034
0.4005	6.8409	602	0.4792	0.3182	0.4792	0.6922
0.4005	6.8636	604	0.4968	0.2471	0.4968	0.7049
0.4005	6.8864	606	0.4912	0.2832	0.4912	0.7009
0.4005	6.9091	608	0.4966	0.3407	0.4966	0.7047
0.4005	6.9318	610	0.5346	0.3182	0.5346	0.7311
0.4005	6.9545	612	0.5595	0.4157	0.5595	0.7480
0.4005	6.9773	614	0.5583	0.3829	0.5583	0.7472
0.4005	7.0	616	0.5789	0.2432	0.5789	0.7609
0.4005	7.0227	618	0.5977	0.2577	0.5977	0.7731
0.4005	7.0455	620	0.5758	0.2432	0.5758	0.7588
0.4005	7.0682	622	0.5556	0.3412	0.5556	0.7454
0.4005	7.0909	624	0.5527	0.3054	0.5527	0.7435
0.4005	7.1136	626	0.5603	0.3757	0.5603	0.7485
0.4005	7.1364	628	0.5392	0.3292	0.5392	0.7343
0.4005	7.1591	630	0.5424	0.3533	0.5424	0.7365
0.4005	7.1818	632	0.5930	0.3118	0.5930	0.7701
0.4005	7.2045	634	0.6325	0.2637	0.6325	0.7953
0.4005	7.2273	636	0.6056	0.25	0.6056	0.7782
0.4005	7.25	638	0.5623	0.4091	0.5623	0.7498
0.4005	7.2727	640	0.5226	0.4083	0.5226	0.7229
0.4005	7.2955	642	0.5044	0.2593	0.5044	0.7102
0.4005	7.3182	644	0.4973	0.2994	0.4973	0.7052
0.4005	7.3409	646	0.5040	0.3000	0.5040	0.7099
0.4005	7.3636	648	0.5461	0.3412	0.5461	0.7390
0.4005	7.3864	650	0.6123	0.3035	0.6123	0.7825
0.4005	7.4091	652	0.6706	0.1852	0.6706	0.8189
0.4005	7.4318	654	0.6514	0.1852	0.6514	0.8071
0.4005	7.4545	656	0.5795	0.4043	0.5795	0.7612
0.4005	7.4773	658	0.5370	0.3412	0.5370	0.7328
0.4005	7.5	660	0.5141	0.3292	0.5141	0.7170
0.4005	7.5227	662	0.5149	0.3292	0.5149	0.7176
0.4005	7.5455	664	0.5074	0.3292	0.5074	0.7123
0.4005	7.5682	666	0.5052	0.3292	0.5052	0.7107
0.4005	7.5909	668	0.5227	0.3208	0.5227	0.7230
0.4005	7.6136	670	0.5442	0.3684	0.5442	0.7377
0.4005	7.6364	672	0.5642	0.4222	0.5642	0.7511
0.4005	7.6591	674	0.5742	0.3661	0.5742	0.7577
0.4005	7.6818	676	0.5807	0.3978	0.5807	0.7620
0.4005	7.7045	678	0.5563	0.3636	0.5563	0.7458
0.4005	7.7273	680	0.5365	0.3757	0.5365	0.7325
0.4005	7.75	682	0.5233	0.3659	0.5233	0.7234
0.4005	7.7727	684	0.5197	0.3292	0.5197	0.7209
0.4005	7.7955	686	0.5345	0.3882	0.5345	0.7311
0.4005	7.8182	688	0.5272	0.3882	0.5272	0.7261
0.4005	7.8409	690	0.5122	0.3418	0.5122	0.7157
0.4005	7.8636	692	0.5124	0.3789	0.5124	0.7159
0.4005	7.8864	694	0.5207	0.3659	0.5207	0.7216
0.4005	7.9091	696	0.5424	0.3757	0.5424	0.7365
0.4005	7.9318	698	0.5637	0.4413	0.5637	0.7508
0.4005	7.9545	700	0.5600	0.4091	0.5600	0.7484
0.4005	7.9773	702	0.5560	0.4091	0.5560	0.7457
0.4005	8.0	704	0.5534	0.4091	0.5534	0.7439
0.4005	8.0227	706	0.5586	0.3966	0.5586	0.7474
0.4005	8.0455	708	0.5424	0.3757	0.5424	0.7365
0.4005	8.0682	710	0.5188	0.3609	0.5188	0.7203
0.4005	8.0909	712	0.5106	0.3295	0.5106	0.7145
0.4005	8.1136	714	0.5072	0.3295	0.5072	0.7122
0.4005	8.1364	716	0.5211	0.4023	0.5211	0.7219
0.4005	8.1591	718	0.5564	0.3966	0.5564	0.7459
0.4005	8.1818	720	0.5821	0.4222	0.5821	0.7629
0.4005	8.2045	722	0.5881	0.3439	0.5881	0.7669
0.4005	8.2273	724	0.5778	0.4098	0.5778	0.7602
0.4005	8.25	726	0.5675	0.4023	0.5675	0.7533
0.4005	8.2727	728	0.5587	0.4023	0.5587	0.7475
0.4005	8.2955	730	0.5444	0.4152	0.5444	0.7378
0.4005	8.3182	732	0.5287	0.3939	0.5287	0.7271
0.4005	8.3409	734	0.5065	0.3464	0.5065	0.7117
0.4005	8.3636	736	0.4959	0.2105	0.4959	0.7042
0.4005	8.3864	738	0.4974	0.2105	0.4974	0.7053
0.4005	8.4091	740	0.5116	0.3789	0.5116	0.7153
0.4005	8.4318	742	0.5397	0.3939	0.5397	0.7347
0.4005	8.4545	744	0.5630	0.4023	0.5630	0.7503
0.4005	8.4773	746	0.5686	0.4023	0.5686	0.7541
0.4005	8.5	748	0.5497	0.4091	0.5497	0.7414
0.4005	8.5227	750	0.5223	0.3488	0.5223	0.7227
0.4005	8.5455	752	0.5149	0.3520	0.5149	0.7176
0.4005	8.5682	754	0.5160	0.3520	0.5160	0.7183
0.4005	8.5909	756	0.5249	0.3488	0.5249	0.7245
0.4005	8.6136	758	0.5361	0.3412	0.5361	0.7322
0.4005	8.6364	760	0.5294	0.3533	0.5294	0.7276
0.4005	8.6591	762	0.5134	0.4023	0.5134	0.7165
0.4005	8.6818	764	0.5063	0.4152	0.5063	0.7115
0.4005	8.7045	766	0.5093	0.4152	0.5093	0.7136
0.4005	8.7273	768	0.5108	0.4152	0.5108	0.7147
0.4005	8.75	770	0.5152	0.4023	0.5152	0.7178
0.4005	8.7727	772	0.5221	0.4157	0.5221	0.7226
0.4005	8.7955	774	0.5309	0.3757	0.5309	0.7286
0.4005	8.8182	776	0.5333	0.3757	0.5333	0.7303
0.4005	8.8409	778	0.5240	0.4098	0.5240	0.7239
0.4005	8.8636	780	0.5226	0.4098	0.5226	0.7229
0.4005	8.8864	782	0.5351	0.4098	0.5351	0.7315
0.4005	8.9091	784	0.5613	0.3617	0.5613	0.7492
0.4005	8.9318	786	0.5776	0.3617	0.5776	0.7600
0.4005	8.9545	788	0.5834	0.3706	0.5834	0.7638
0.4005	8.9773	790	0.5961	0.3131	0.5961	0.7721
0.4005	9.0	792	0.5945	0.3131	0.5945	0.7711
0.4005	9.0227	794	0.5842	0.3706	0.5842	0.7643
0.4005	9.0455	796	0.5802	0.3402	0.5802	0.7617
0.4005	9.0682	798	0.5647	0.3617	0.5647	0.7515
0.4005	9.0909	800	0.5495	0.4162	0.5495	0.7413
0.4005	9.1136	802	0.5294	0.4475	0.5294	0.7276
0.4005	9.1364	804	0.5197	0.4098	0.5197	0.7209
0.4005	9.1591	806	0.5135	0.3730	0.5135	0.7166
0.4005	9.1818	808	0.5173	0.4409	0.5173	0.7192
0.4005	9.2045	810	0.5301	0.4475	0.5301	0.7280
0.4005	9.2273	812	0.5422	0.3966	0.5422	0.7363
0.4005	9.25	814	0.5624	0.3548	0.5624	0.7499
0.4005	9.2727	816	0.5912	0.3535	0.5912	0.7689
0.4005	9.2955	818	0.6233	0.2464	0.6233	0.7895
0.4005	9.3182	820	0.6457	0.2464	0.6457	0.8036
0.4005	9.3409	822	0.6516	0.2464	0.6516	0.8072
0.4005	9.3636	824	0.6452	0.2464	0.6452	0.8032
0.4005	9.3864	826	0.6265	0.2464	0.6265	0.7915
0.4005	9.4091	828	0.6020	0.3433	0.6020	0.7759
0.4005	9.4318	830	0.5777	0.3439	0.5777	0.7601
0.4005	9.4545	832	0.5594	0.3617	0.5594	0.7479
0.4005	9.4773	834	0.5492	0.3966	0.5492	0.7410
0.4005	9.5	836	0.5482	0.3966	0.5482	0.7404
0.4005	9.5227	838	0.5462	0.3966	0.5462	0.7391
0.4005	9.5455	840	0.5493	0.3846	0.5493	0.7412
0.4005	9.5682	842	0.5525	0.3297	0.5525	0.7433
0.4005	9.5909	844	0.5512	0.3297	0.5512	0.7424
0.4005	9.6136	846	0.5468	0.3966	0.5468	0.7395
0.4005	9.6364	848	0.5425	0.3966	0.5425	0.7365
0.4005	9.6591	850	0.5392	0.3966	0.5392	0.7343
0.4005	9.6818	852	0.5356	0.3757	0.5356	0.7319
0.4005	9.7045	854	0.5353	0.3757	0.5353	0.7317
0.4005	9.7273	856	0.5372	0.3636	0.5372	0.7329
0.4005	9.75	858	0.5401	0.3636	0.5401	0.7349
0.4005	9.7727	860	0.5448	0.3966	0.5448	0.7381
0.4005	9.7955	862	0.5498	0.3966	0.5498	0.7415
0.4005	9.8182	864	0.5526	0.3966	0.5526	0.7434
0.4005	9.8409	866	0.5528	0.3297	0.5528	0.7435
0.4005	9.8636	868	0.5519	0.3966	0.5519	0.7429
0.4005	9.8864	870	0.5526	0.3407	0.5526	0.7434
0.4005	9.9091	872	0.5533	0.3297	0.5533	0.7438
0.4005	9.9318	874	0.5535	0.3297	0.5535	0.7440
0.4005	9.9545	876	0.5537	0.3297	0.5537	0.7441
0.4005	9.9773	878	0.5534	0.3297	0.5534	0.7439
0.4005	10.0	880	0.5532	0.3297	0.5532	0.7438

Framework versions

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