ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k19_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: 0.5146
• Qwk: 0.3953
• Mse: 0.5146
• Rmse: 0.7173

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	3.1307	-0.0138	3.1307	1.7694
No log	0.0455	4	1.7062	0.0255	1.7062	1.3062
No log	0.0682	6	1.1377	0.0294	1.1377	1.0666
No log	0.0909	8	1.4196	0.0286	1.4196	1.1915
No log	0.1136	10	0.6436	0.0850	0.6436	0.8023
No log	0.1364	12	0.6062	0.0569	0.6062	0.7786
No log	0.1591	14	0.6018	0.0476	0.6018	0.7757
No log	0.1818	16	1.2742	0.0418	1.2742	1.1288
No log	0.2045	18	1.7967	0.0059	1.7967	1.3404
No log	0.2273	20	1.1109	0.0843	1.1109	1.0540
No log	0.25	22	0.7333	0.0359	0.7333	0.8563
No log	0.2727	24	0.6407	-0.0081	0.6407	0.8005
No log	0.2955	26	0.6402	-0.0556	0.6402	0.8001
No log	0.3182	28	1.0824	0.0476	1.0824	1.0404
No log	0.3409	30	1.5045	-0.0036	1.5045	1.2266
No log	0.3636	32	1.2191	0.0431	1.2191	1.1041
No log	0.3864	34	0.8271	0.1000	0.8271	0.9095
No log	0.4091	36	0.6489	0.1605	0.6489	0.8055
No log	0.4318	38	0.5956	0.0725	0.5956	0.7718
No log	0.4545	40	0.5750	-0.0159	0.5750	0.7583
No log	0.4773	42	0.6278	0.1795	0.6278	0.7923
No log	0.5	44	1.2128	0.0078	1.2128	1.1013
No log	0.5227	46	1.6904	-0.0130	1.6904	1.3002
No log	0.5455	48	1.3086	0.0078	1.3086	1.1440
No log	0.5682	50	0.7182	0.2169	0.7182	0.8475
No log	0.5909	52	0.5841	-0.0159	0.5841	0.7643
No log	0.6136	54	0.6465	-0.0081	0.6465	0.8040
No log	0.6364	56	0.6648	0.0	0.6648	0.8153
No log	0.6591	58	0.5856	-0.0233	0.5856	0.7652
No log	0.6818	60	0.6621	0.1638	0.6621	0.8137
No log	0.7045	62	1.0690	0.0794	1.0690	1.0339
No log	0.7273	64	1.0717	0.0794	1.0717	1.0353
No log	0.75	66	0.7294	0.1691	0.7294	0.8540
No log	0.7727	68	0.5378	0.0388	0.5378	0.7334
No log	0.7955	70	0.5926	0.0	0.5926	0.7698
No log	0.8182	72	0.6308	0.0	0.6308	0.7942
No log	0.8409	74	0.5444	0.0476	0.5444	0.7378
No log	0.8636	76	0.5248	0.2821	0.5248	0.7244
No log	0.8864	78	0.8494	0.1930	0.8494	0.9216
No log	0.9091	80	0.8008	0.2000	0.8008	0.8949
No log	0.9318	82	0.5974	0.3016	0.5974	0.7729
No log	0.9545	84	0.5345	0.3253	0.5345	0.7311
No log	0.9773	86	0.5490	0.1895	0.5490	0.7410
No log	1.0	88	0.5478	0.3735	0.5478	0.7401
No log	1.0227	90	0.8313	0.2070	0.8313	0.9117
No log	1.0455	92	0.7865	0.2143	0.7865	0.8868
No log	1.0682	94	0.5809	0.3208	0.5809	0.7621
No log	1.0909	96	0.5581	0.2533	0.5581	0.7470
No log	1.1136	98	0.5997	0.2000	0.5997	0.7744
No log	1.1364	100	0.5804	0.3520	0.5804	0.7619
No log	1.1591	102	0.5742	0.3446	0.5742	0.7578
No log	1.1818	104	0.6614	0.2865	0.6614	0.8133
No log	1.2045	106	0.7247	0.2536	0.7247	0.8513
No log	1.2273	108	0.5907	0.28	0.5907	0.7685
No log	1.25	110	0.5966	0.3208	0.5966	0.7724
No log	1.2727	112	0.5775	0.3469	0.5775	0.7599
No log	1.2955	114	0.6134	0.3271	0.6134	0.7832
No log	1.3182	116	0.7129	0.3303	0.7129	0.8443
No log	1.3409	118	0.7928	0.2381	0.7928	0.8904
No log	1.3636	120	0.7973	0.2381	0.7973	0.8929
No log	1.3864	122	0.7715	0.2397	0.7715	0.8784
No log	1.4091	124	0.6261	0.2941	0.6261	0.7913
No log	1.4318	126	0.8136	0.2713	0.8136	0.9020
No log	1.4545	128	1.0523	0.1362	1.0523	1.0258
No log	1.4773	130	0.7033	0.3394	0.7033	0.8386
No log	1.5	132	0.5559	0.3498	0.5559	0.7456
No log	1.5227	134	0.6294	0.3171	0.6294	0.7934
No log	1.5455	136	1.1462	0.2381	1.1462	1.0706
No log	1.5682	138	1.1782	0.1842	1.1782	1.0854
No log	1.5909	140	0.6353	0.4178	0.6353	0.7971
No log	1.6136	142	1.0880	0.1613	1.0880	1.0431
No log	1.6364	144	1.1949	0.1181	1.1949	1.0931
No log	1.6591	146	0.9533	0.1730	0.9533	0.9763
No log	1.6818	148	0.6356	0.1675	0.6356	0.7973
No log	1.7045	150	0.5402	0.3766	0.5402	0.7350
No log	1.7273	152	0.5276	0.3377	0.5276	0.7264
No log	1.75	154	0.5326	0.1888	0.5326	0.7298
No log	1.7727	156	0.5314	0.1304	0.5314	0.7290
No log	1.7955	158	0.5296	0.1765	0.5296	0.7277
No log	1.8182	160	0.6183	0.2360	0.6183	0.7864
No log	1.8409	162	0.5915	0.2513	0.5915	0.7691
No log	1.8636	164	0.5749	0.4620	0.5749	0.7582
No log	1.8864	166	0.5766	0.2184	0.5766	0.7594
No log	1.9091	168	0.5854	0.2644	0.5854	0.7651
No log	1.9318	170	0.6681	0.2381	0.6681	0.8174
No log	1.9545	172	0.9578	0.0988	0.9578	0.9787
No log	1.9773	174	0.7072	0.2340	0.7072	0.8409
No log	2.0	176	0.6040	0.3508	0.6040	0.7772
No log	2.0227	178	0.8603	0.2459	0.8603	0.9275
No log	2.0455	180	1.0134	0.1304	1.0134	1.0067
No log	2.0682	182	0.8084	0.2389	0.8084	0.8991
No log	2.0909	184	0.6499	0.3143	0.6499	0.8061
No log	2.1136	186	0.5671	0.3548	0.5671	0.7530
No log	2.1364	188	0.5908	0.3439	0.5908	0.7686
No log	2.1591	190	0.8846	0.1864	0.8846	0.9405
No log	2.1818	192	1.0258	0.1628	1.0258	1.0128
No log	2.2045	194	0.7068	0.3116	0.7068	0.8407
No log	2.2273	196	0.6335	0.3171	0.6335	0.7959
No log	2.25	198	0.6242	0.3498	0.6242	0.7901
No log	2.2727	200	0.6377	0.3462	0.6377	0.7985
No log	2.2955	202	0.7107	0.3237	0.7107	0.8430
No log	2.3182	204	0.7731	0.3333	0.7731	0.8793
No log	2.3409	206	0.6504	0.3427	0.6504	0.8065
No log	2.3636	208	0.5667	0.3725	0.5667	0.7528
No log	2.3864	210	0.5848	0.3786	0.5848	0.7647
No log	2.4091	212	0.5525	0.3433	0.5525	0.7433
No log	2.4318	214	0.6225	0.3231	0.6225	0.7890
No log	2.4545	216	0.6823	0.2653	0.6823	0.8260
No log	2.4773	218	0.6146	0.3333	0.6146	0.7839
No log	2.5	220	0.5438	0.3295	0.5438	0.7374
No log	2.5227	222	0.5798	0.3216	0.5798	0.7614
No log	2.5455	224	0.5986	0.1828	0.5986	0.7737
No log	2.5682	226	0.5246	0.1233	0.5246	0.7243
No log	2.5909	228	0.5743	0.3371	0.5743	0.7578
No log	2.6136	230	0.6073	0.2917	0.6073	0.7793
No log	2.6364	232	0.5567	0.2707	0.5567	0.7461
No log	2.6591	234	0.5905	0.375	0.5905	0.7685
No log	2.6818	236	0.5596	0.5027	0.5596	0.7481
No log	2.7045	238	0.6057	0.2746	0.6057	0.7783
No log	2.7273	240	0.7979	0.1560	0.7979	0.8932
No log	2.75	242	0.8481	0.0957	0.8481	0.9209
No log	2.7727	244	0.5936	0.3297	0.5936	0.7704
No log	2.7955	246	0.5467	0.2096	0.5467	0.7394
No log	2.8182	248	0.7225	0.1691	0.7225	0.8500
No log	2.8409	250	0.6322	0.24	0.6322	0.7951
No log	2.8636	252	0.5179	0.3659	0.5179	0.7197
No log	2.8864	254	0.7456	0.2000	0.7456	0.8635
No log	2.9091	256	0.7638	0.2390	0.7638	0.8740
No log	2.9318	258	0.5538	0.3412	0.5538	0.7442
No log	2.9545	260	0.5544	0.2941	0.5544	0.7446
No log	2.9773	262	0.7765	0.1925	0.7765	0.8812
No log	3.0	264	0.8306	0.1579	0.8306	0.9114
No log	3.0227	266	0.5996	0.3520	0.5996	0.7743
No log	3.0455	268	0.5394	0.3407	0.5394	0.7344
No log	3.0682	270	0.6211	0.2727	0.6211	0.7881
No log	3.0909	272	0.5576	0.3231	0.5576	0.7467
No log	3.1136	274	0.5512	0.3161	0.5512	0.7424
No log	3.1364	276	0.5414	0.3191	0.5414	0.7358
No log	3.1591	278	0.5516	0.2746	0.5516	0.7427
No log	3.1818	280	0.5219	0.2832	0.5219	0.7224
No log	3.2045	282	0.4995	0.3333	0.4995	0.7067
No log	3.2273	284	0.4934	0.3333	0.4934	0.7024
No log	3.25	286	0.4948	0.3333	0.4948	0.7034
No log	3.2727	288	0.5609	0.3609	0.5609	0.7489
No log	3.2955	290	0.5525	0.3659	0.5525	0.7433
No log	3.3182	292	0.4848	0.3659	0.4848	0.6963
No log	3.3409	294	0.5455	0.4033	0.5455	0.7386
No log	3.3636	296	0.5303	0.3829	0.5303	0.7282
No log	3.3864	298	0.5137	0.3966	0.5137	0.7167
No log	3.4091	300	0.5307	0.2727	0.5307	0.7285
No log	3.4318	302	0.7193	0.2523	0.7193	0.8481
No log	3.4545	304	0.7374	0.2511	0.7374	0.8587
No log	3.4773	306	0.5789	0.2746	0.5789	0.7609
No log	3.5	308	0.5449	0.4725	0.5449	0.7382
No log	3.5227	310	0.5449	0.4725	0.5449	0.7382
No log	3.5455	312	0.5229	0.3054	0.5229	0.7231
No log	3.5682	314	0.5920	0.3171	0.5920	0.7694
No log	3.5909	316	0.6402	0.2000	0.6402	0.8001
No log	3.6136	318	0.5621	0.3711	0.5621	0.7497
No log	3.6364	320	0.5151	0.3054	0.5151	0.7177
No log	3.6591	322	0.5207	0.3757	0.5207	0.7216
No log	3.6818	324	0.5631	0.3520	0.5631	0.7504
No log	3.7045	326	0.5933	0.3661	0.5933	0.7703
No log	3.7273	328	0.5959	0.3661	0.5959	0.7720
No log	3.75	330	0.6606	0.2265	0.6606	0.8128
No log	3.7727	332	0.8067	0.1619	0.8067	0.8982
No log	3.7955	334	0.7384	0.1915	0.7384	0.8593
No log	3.8182	336	0.5983	0.2970	0.5983	0.7735
No log	3.8409	338	0.5737	0.2970	0.5737	0.7574
No log	3.8636	340	0.5776	0.25	0.5776	0.7600
No log	3.8864	342	0.5705	0.3208	0.5705	0.7553
No log	3.9091	344	0.6071	0.2941	0.6071	0.7792
No log	3.9318	346	0.6740	0.2577	0.6740	0.8210
No log	3.9545	348	0.6763	0.2549	0.6763	0.8224
No log	3.9773	350	0.6178	0.3200	0.6178	0.7860
No log	4.0	352	0.5884	0.3333	0.5884	0.7671
No log	4.0227	354	0.6368	0.3267	0.6368	0.7980
No log	4.0455	356	0.8410	0.1652	0.8410	0.9170
No log	4.0682	358	0.7983	0.1931	0.7983	0.8935
No log	4.0909	360	0.5526	0.2809	0.5526	0.7434
No log	4.1136	362	0.5200	0.4595	0.5200	0.7211
No log	4.1364	364	0.5509	0.2809	0.5509	0.7422
No log	4.1591	366	0.6076	0.3369	0.6076	0.7795
No log	4.1818	368	0.8234	0.1933	0.8234	0.9074
No log	4.2045	370	0.8026	0.1933	0.8026	0.8959
No log	4.2273	372	0.5980	0.3407	0.5980	0.7733
No log	4.25	374	0.5855	0.3407	0.5855	0.7652
No log	4.2727	376	0.5872	0.3191	0.5872	0.7663
No log	4.2955	378	0.5422	0.3520	0.5422	0.7364
No log	4.3182	380	0.5325	0.1807	0.5325	0.7297
No log	4.3409	382	0.5239	0.3580	0.5239	0.7238
No log	4.3636	384	0.6029	0.2281	0.6029	0.7765
No log	4.3864	386	0.8669	0.1333	0.8669	0.9311
No log	4.4091	388	0.9067	0.1333	0.9067	0.9522
No log	4.4318	390	0.7031	0.1917	0.7031	0.8385
No log	4.4545	392	0.5407	0.4012	0.5407	0.7353
No log	4.4773	394	0.6196	0.2421	0.6196	0.7871
No log	4.5	396	0.6032	0.2421	0.6032	0.7767
No log	4.5227	398	0.5329	0.4419	0.5329	0.7300
No log	4.5455	400	0.6736	0.2670	0.6736	0.8207
No log	4.5682	402	0.7988	0.1660	0.7988	0.8938
No log	4.5909	404	0.6873	0.2670	0.6873	0.8290
No log	4.6136	406	0.5209	0.4356	0.5209	0.7217
No log	4.6364	408	0.5341	0.2727	0.5341	0.7308
No log	4.6591	410	0.5945	0.2766	0.5945	0.7710
No log	4.6818	412	0.5435	0.2727	0.5435	0.7372
No log	4.7045	414	0.4892	0.3846	0.4892	0.6994
No log	4.7273	416	0.5842	0.3292	0.5842	0.7643
No log	4.75	418	0.6357	0.2000	0.6357	0.7973
No log	4.7727	420	0.5577	0.3659	0.5577	0.7468
No log	4.7955	422	0.4901	0.4356	0.4901	0.7001
No log	4.8182	424	0.4881	0.3121	0.4881	0.6986
No log	4.8409	426	0.4912	0.3580	0.4912	0.7009
No log	4.8636	428	0.4913	0.4012	0.4913	0.7009
No log	4.8864	430	0.5021	0.4699	0.5021	0.7086
No log	4.9091	432	0.5124	0.4699	0.5124	0.7158
No log	4.9318	434	0.5164	0.4083	0.5164	0.7186
No log	4.9545	436	0.5122	0.4699	0.5122	0.7157
No log	4.9773	438	0.5075	0.4286	0.5075	0.7124
No log	5.0	440	0.4980	0.4847	0.4980	0.7057
No log	5.0227	442	0.4906	0.4699	0.4906	0.7004
No log	5.0455	444	0.4862	0.5056	0.4862	0.6973
No log	5.0682	446	0.5103	0.4222	0.5103	0.7144
No log	5.0909	448	0.4888	0.4091	0.4888	0.6992
No log	5.1136	450	0.5197	0.4220	0.5197	0.7209
No log	5.1364	452	0.5677	0.3043	0.5677	0.7534
No log	5.1591	454	0.5261	0.3927	0.5261	0.7253
No log	5.1818	456	0.4814	0.4475	0.4814	0.6938
No log	5.2045	458	0.5839	0.3061	0.5839	0.7642
No log	5.2273	460	0.6322	0.2871	0.6322	0.7951
No log	5.25	462	0.5543	0.2746	0.5543	0.7445
No log	5.2727	464	0.4808	0.4286	0.4808	0.6934
No log	5.2955	466	0.4682	0.5030	0.4682	0.6843
No log	5.3182	468	0.4665	0.5181	0.4665	0.6830
No log	5.3409	470	0.4637	0.5030	0.4637	0.6809
No log	5.3636	472	0.4647	0.4012	0.4647	0.6817
No log	5.3864	474	0.4708	0.5030	0.4708	0.6861
No log	5.4091	476	0.4845	0.4483	0.4845	0.6960
No log	5.4318	478	0.4975	0.4483	0.4975	0.7053
No log	5.4545	480	0.4898	0.4286	0.4898	0.6999
No log	5.4773	482	0.4951	0.3882	0.4951	0.7036
No log	5.5	484	0.4950	0.3882	0.4950	0.7036
No log	5.5227	486	0.4996	0.4419	0.4996	0.7068
No log	5.5455	488	0.5053	0.5030	0.5053	0.7108
No log	5.5682	490	0.4974	0.4286	0.4974	0.7053
No log	5.5909	492	0.5095	0.3882	0.5095	0.7138
No log	5.6136	494	0.5402	0.2914	0.5402	0.7350
No log	5.6364	496	0.5246	0.3136	0.5246	0.7243
No log	5.6591	498	0.4887	0.4286	0.4887	0.6991
0.4358	5.6818	500	0.5411	0.3659	0.5411	0.7356
0.4358	5.7045	502	0.5669	0.3609	0.5669	0.7529
0.4358	5.7273	504	0.5270	0.4012	0.5270	0.7260
0.4358	5.75	506	0.4980	0.4419	0.4980	0.7057
0.4358	5.7727	508	0.5125	0.3684	0.5125	0.7159
0.4358	5.7955	510	0.5598	0.2941	0.5598	0.7482
0.4358	5.8182	512	0.5562	0.3439	0.5562	0.7458
0.4358	5.8409	514	0.5135	0.4475	0.5135	0.7166
0.4358	5.8636	516	0.5651	0.375	0.5651	0.7517
0.4358	5.8864	518	0.6691	0.2850	0.6691	0.8180
0.4358	5.9091	520	0.6227	0.3333	0.6227	0.7891
0.4358	5.9318	522	0.5150	0.3846	0.5150	0.7176
0.4358	5.9545	524	0.5104	0.4286	0.5104	0.7144
0.4358	5.9773	526	0.5658	0.3369	0.5658	0.7522
0.4358	6.0	528	0.5942	0.2251	0.5942	0.7708
0.4358	6.0227	530	0.5683	0.2967	0.5683	0.7538
0.4358	6.0455	532	0.5001	0.4545	0.5001	0.7072
0.4358	6.0682	534	0.5015	0.4286	0.5015	0.7082
0.4358	6.0909	536	0.5404	0.4012	0.5404	0.7351
0.4358	6.1136	538	0.5344	0.4012	0.5344	0.7310
0.4358	6.1364	540	0.4939	0.4699	0.4939	0.7028
0.4358	6.1591	542	0.4928	0.3455	0.4928	0.7020
0.4358	6.1818	544	0.4945	0.3882	0.4945	0.7032
0.4358	6.2045	546	0.5144	0.4152	0.5144	0.7172
0.4358	6.2273	548	0.5401	0.4353	0.5401	0.7349
0.4358	6.25	550	0.5246	0.4091	0.5246	0.7243
0.4358	6.2727	552	0.5098	0.3446	0.5098	0.7140
0.4358	6.2955	554	0.5122	0.4157	0.5122	0.7157
0.4358	6.3182	556	0.5329	0.3778	0.5329	0.7300
0.4358	6.3409	558	0.5330	0.3439	0.5330	0.7300
0.4358	6.3636	560	0.5115	0.3757	0.5115	0.7152
0.4358	6.3864	562	0.5069	0.4556	0.5069	0.7120
0.4358	6.4091	564	0.5266	0.3966	0.5266	0.7257
0.4358	6.4318	566	0.5261	0.3966	0.5261	0.7253
0.4358	6.4545	568	0.5127	0.4556	0.5127	0.7161
0.4358	6.4773	570	0.5066	0.4556	0.5066	0.7117
0.4358	6.5	572	0.5023	0.4556	0.5023	0.7088
0.4358	6.5227	574	0.5057	0.4483	0.5057	0.7111
0.4358	6.5455	576	0.4965	0.4556	0.4965	0.7046
0.4358	6.5682	578	0.5030	0.4483	0.5030	0.7092
0.4358	6.5909	580	0.5207	0.4220	0.5207	0.7216
0.4358	6.6136	582	0.5019	0.4483	0.5019	0.7085
0.4358	6.6364	584	0.4931	0.4556	0.4931	0.7022
0.4358	6.6591	586	0.4925	0.4556	0.4925	0.7018
0.4358	6.6818	588	0.4905	0.4483	0.4905	0.7003
0.4358	6.7045	590	0.4908	0.4483	0.4908	0.7006
0.4358	6.7273	592	0.4844	0.3953	0.4844	0.6960
0.4358	6.75	594	0.4854	0.4556	0.4854	0.6967
0.4358	6.7727	596	0.4890	0.4620	0.4890	0.6993
0.4358	6.7955	598	0.4919	0.4620	0.4919	0.7014
0.4358	6.8182	600	0.4869	0.4023	0.4869	0.6978
0.4358	6.8409	602	0.4925	0.4023	0.4925	0.7018
0.4358	6.8636	604	0.4949	0.4023	0.4949	0.7035
0.4358	6.8864	606	0.4947	0.4023	0.4947	0.7033
0.4358	6.9091	608	0.4890	0.4023	0.4890	0.6993
0.4358	6.9318	610	0.4875	0.52	0.4875	0.6982
0.4358	6.9545	612	0.4923	0.52	0.4923	0.7016
0.4358	6.9773	614	0.4971	0.4350	0.4971	0.7050
0.4358	7.0	616	0.4871	0.4419	0.4871	0.6979
0.4358	7.0227	618	0.5024	0.4353	0.5024	0.7088
0.4358	7.0455	620	0.5328	0.4353	0.5328	0.7299
0.4358	7.0682	622	0.5259	0.4353	0.5259	0.7252
0.4358	7.0909	624	0.4915	0.4909	0.4915	0.7011
0.4358	7.1136	626	0.4885	0.3882	0.4885	0.6989
0.4358	7.1364	628	0.5171	0.4157	0.5171	0.7191
0.4358	7.1591	630	0.5234	0.4033	0.5234	0.7235
0.4358	7.1818	632	0.5033	0.3455	0.5033	0.7094
0.4358	7.2045	634	0.5019	0.4483	0.5019	0.7085
0.4358	7.2273	636	0.5322	0.4353	0.5322	0.7295
0.4358	7.25	638	0.5681	0.3609	0.5681	0.7537
0.4358	7.2727	640	0.5973	0.3073	0.5973	0.7728
0.4358	7.2955	642	0.5705	0.3953	0.5705	0.7553
0.4358	7.3182	644	0.5322	0.4091	0.5322	0.7295
0.4358	7.3409	646	0.5238	0.3898	0.5238	0.7237
0.4358	7.3636	648	0.5217	0.3898	0.5217	0.7223
0.4358	7.3864	650	0.5206	0.3898	0.5206	0.7215
0.4358	7.4091	652	0.5173	0.3898	0.5173	0.7192
0.4358	7.4318	654	0.5211	0.3898	0.5211	0.7219
0.4358	7.4545	656	0.5411	0.4157	0.5411	0.7356
0.4358	7.4773	658	0.5295	0.4220	0.5295	0.7277
0.4358	7.5	660	0.5142	0.4620	0.5142	0.7171
0.4358	7.5227	662	0.4997	0.3898	0.4997	0.7069
0.4358	7.5455	664	0.4935	0.3898	0.4935	0.7025
0.4358	7.5682	666	0.4947	0.4483	0.4947	0.7033
0.4358	7.5909	668	0.4924	0.4483	0.4924	0.7017
0.4358	7.6136	670	0.4910	0.3953	0.4910	0.7007
0.4358	7.6364	672	0.4939	0.3533	0.4939	0.7028
0.4358	7.6591	674	0.5068	0.35	0.5068	0.7119
0.4358	7.6818	676	0.5137	0.3292	0.5137	0.7167
0.4358	7.7045	678	0.5059	0.3086	0.5059	0.7113
0.4358	7.7273	680	0.5016	0.3533	0.5016	0.7082
0.4358	7.75	682	0.5008	0.3953	0.5008	0.7076
0.4358	7.7727	684	0.5015	0.4556	0.5015	0.7082
0.4358	7.7955	686	0.5021	0.3953	0.5021	0.7086
0.4358	7.8182	688	0.5008	0.3953	0.5008	0.7077
0.4358	7.8409	690	0.5024	0.3898	0.5024	0.7088
0.4358	7.8636	692	0.5052	0.4620	0.5052	0.7108
0.4358	7.8864	694	0.5050	0.4483	0.5050	0.7106
0.4358	7.9091	696	0.4993	0.3898	0.4993	0.7066
0.4358	7.9318	698	0.5005	0.3533	0.5005	0.7075
0.4358	7.9545	700	0.5032	0.3882	0.5032	0.7094
0.4358	7.9773	702	0.5019	0.3953	0.5019	0.7084
0.4358	8.0	704	0.5097	0.3898	0.5097	0.7139
0.4358	8.0227	706	0.5256	0.4353	0.5256	0.7250
0.4358	8.0455	708	0.5479	0.3953	0.5479	0.7402
0.4358	8.0682	710	0.5443	0.3953	0.5443	0.7378
0.4358	8.0909	712	0.5196	0.4353	0.5196	0.7209
0.4358	8.1136	714	0.4998	0.3953	0.4998	0.7069
0.4358	8.1364	716	0.5044	0.3455	0.5044	0.7102
0.4358	8.1591	718	0.5092	0.3684	0.5092	0.7136
0.4358	8.1818	720	0.5032	0.3333	0.5032	0.7093
0.4358	8.2045	722	0.4973	0.4286	0.4973	0.7052
0.4358	8.2273	724	0.4998	0.3898	0.4998	0.7070
0.4358	8.25	726	0.5017	0.3898	0.5017	0.7083
0.4358	8.2727	728	0.5049	0.4483	0.5049	0.7106
0.4358	8.2955	730	0.5049	0.3898	0.5049	0.7106
0.4358	8.3182	732	0.5069	0.3898	0.5069	0.7120
0.4358	8.3409	734	0.5082	0.3898	0.5082	0.7129
0.4358	8.3636	736	0.5146	0.4483	0.5146	0.7174
0.4358	8.3864	738	0.5219	0.4091	0.5219	0.7224
0.4358	8.4091	740	0.5141	0.4483	0.5141	0.7170
0.4358	8.4318	742	0.5083	0.3953	0.5083	0.7130
0.4358	8.4545	744	0.5055	0.3953	0.5055	0.7110
0.4358	8.4773	746	0.5033	0.3953	0.5033	0.7094
0.4358	8.5	748	0.5031	0.4556	0.5031	0.7093
0.4358	8.5227	750	0.5061	0.4699	0.5061	0.7114
0.4358	8.5455	752	0.5081	0.4699	0.5081	0.7128
0.4358	8.5682	754	0.5071	0.4699	0.5071	0.7121
0.4358	8.5909	756	0.5036	0.4556	0.5036	0.7096
0.4358	8.6136	758	0.5026	0.3533	0.5026	0.7090
0.4358	8.6364	760	0.5030	0.3533	0.5030	0.7092
0.4358	8.6591	762	0.5023	0.3533	0.5023	0.7087
0.4358	8.6818	764	0.5015	0.3533	0.5015	0.7082
0.4358	8.7045	766	0.5027	0.3953	0.5027	0.7090
0.4358	8.7273	768	0.5058	0.3953	0.5058	0.7112
0.4358	8.75	770	0.5105	0.3953	0.5105	0.7145
0.4358	8.7727	772	0.5146	0.3520	0.5146	0.7174
0.4358	8.7955	774	0.5172	0.3407	0.5172	0.7192
0.4358	8.8182	776	0.5205	0.3407	0.5205	0.7214
0.4358	8.8409	778	0.5202	0.3407	0.5202	0.7213
0.4358	8.8636	780	0.5172	0.3407	0.5172	0.7192
0.4358	8.8864	782	0.5165	0.3953	0.5165	0.7187
0.4358	8.9091	784	0.5154	0.4033	0.5154	0.7179
0.4358	8.9318	786	0.5168	0.3636	0.5168	0.7189
0.4358	8.9545	788	0.5191	0.3636	0.5191	0.7205
0.4358	8.9773	790	0.5240	0.5027	0.5240	0.7239
0.4358	9.0	792	0.5212	0.4286	0.5212	0.7219
0.4358	9.0227	794	0.5141	0.3636	0.5141	0.7170
0.4358	9.0455	796	0.5106	0.3953	0.5106	0.7146
0.4358	9.0682	798	0.5155	0.3407	0.5155	0.7180
0.4358	9.0909	800	0.5281	0.4091	0.5281	0.7267
0.4358	9.1136	802	0.5371	0.4220	0.5371	0.7329
0.4358	9.1364	804	0.5355	0.4220	0.5355	0.7318
0.4358	9.1591	806	0.5267	0.3520	0.5267	0.7258
0.4358	9.1818	808	0.5149	0.3407	0.5149	0.7175
0.4358	9.2045	810	0.5085	0.4286	0.5085	0.7131
0.4358	9.2273	812	0.5099	0.3636	0.5099	0.7141
0.4358	9.25	814	0.5141	0.3636	0.5141	0.7170
0.4358	9.2727	816	0.5152	0.3636	0.5152	0.7178
0.4358	9.2955	818	0.5123	0.3636	0.5123	0.7157
0.4358	9.3182	820	0.5091	0.3757	0.5091	0.7135
0.4358	9.3409	822	0.5079	0.4157	0.5079	0.7126
0.4358	9.3636	824	0.5082	0.4286	0.5082	0.7129
0.4358	9.3864	826	0.5090	0.4286	0.5090	0.7134
0.4358	9.4091	828	0.5099	0.3953	0.5099	0.7141
0.4358	9.4318	830	0.5103	0.3953	0.5103	0.7144
0.4358	9.4545	832	0.5111	0.3953	0.5111	0.7149
0.4358	9.4773	834	0.5128	0.3953	0.5128	0.7161
0.4358	9.5	836	0.5137	0.3953	0.5137	0.7167
0.4358	9.5227	838	0.5144	0.3953	0.5144	0.7172
0.4358	9.5455	840	0.5145	0.3953	0.5145	0.7173
0.4358	9.5682	842	0.5137	0.3953	0.5137	0.7168
0.4358	9.5909	844	0.5141	0.3953	0.5141	0.7170
0.4358	9.6136	846	0.5146	0.3953	0.5146	0.7173
0.4358	9.6364	848	0.5153	0.3898	0.5153	0.7179
0.4358	9.6591	850	0.5150	0.3953	0.5150	0.7176
0.4358	9.6818	852	0.5147	0.3953	0.5147	0.7174
0.4358	9.7045	854	0.5145	0.3953	0.5145	0.7173
0.4358	9.7273	856	0.5138	0.3953	0.5138	0.7168
0.4358	9.75	858	0.5133	0.3953	0.5133	0.7165
0.4358	9.7727	860	0.5132	0.3953	0.5132	0.7164
0.4358	9.7955	862	0.5133	0.3953	0.5133	0.7164
0.4358	9.8182	864	0.5133	0.3953	0.5133	0.7165
0.4358	9.8409	866	0.5134	0.3953	0.5134	0.7165
0.4358	9.8636	868	0.5138	0.3953	0.5138	0.7168
0.4358	9.8864	870	0.5142	0.3953	0.5142	0.7171
0.4358	9.9091	872	0.5144	0.3953	0.5144	0.7172
0.4358	9.9318	874	0.5145	0.3953	0.5145	0.7173
0.4358	9.9545	876	0.5146	0.3953	0.5146	0.7173
0.4358	9.9773	878	0.5146	0.3953	0.5146	0.7174
0.4358	10.0	880	0.5146	0.3953	0.5146	0.7173

Framework versions

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