ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k10_task7_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: 0.6099
• Qwk: 0.4642
• Mse: 0.6099
• Rmse: 0.7810

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	0.0741	2	2.5262	-0.0262	2.5262	1.5894
No log	0.1481	4	1.3142	0.1262	1.3142	1.1464
No log	0.2222	6	1.0509	-0.0970	1.0509	1.0251
No log	0.2963	8	0.8892	-0.0764	0.8892	0.9430
No log	0.3704	10	0.8148	0.0026	0.8148	0.9027
No log	0.4444	12	0.8081	0.0053	0.8081	0.8989
No log	0.5185	14	0.8261	0.0481	0.8261	0.9089
No log	0.5926	16	0.8230	0.0481	0.8230	0.9072
No log	0.6667	18	0.8115	0.0	0.8115	0.9009
No log	0.7407	20	0.7755	0.0	0.7755	0.8806
No log	0.8148	22	0.7757	0.0	0.7757	0.8808
No log	0.8889	24	0.8157	0.0393	0.8157	0.9032
No log	0.9630	26	0.8129	-0.0027	0.8129	0.9016
No log	1.0370	28	0.7998	0.0	0.7998	0.8943
No log	1.1111	30	0.8472	-0.0027	0.8472	0.9205
No log	1.1852	32	0.7863	0.0	0.7863	0.8867
No log	1.2593	34	0.7741	0.0937	0.7741	0.8798
No log	1.3333	36	0.7823	0.0937	0.7823	0.8845
No log	1.4074	38	0.7801	0.0481	0.7801	0.8832
No log	1.4815	40	0.7897	0.0937	0.7897	0.8887
No log	1.5556	42	0.7700	0.0481	0.7700	0.8775
No log	1.6296	44	0.7677	0.0481	0.7677	0.8762
No log	1.7037	46	0.7744	0.0	0.7744	0.8800
No log	1.7778	48	0.7892	0.0	0.7892	0.8884
No log	1.8519	50	0.8407	0.1050	0.8407	0.9169
No log	1.9259	52	0.9376	0.1264	0.9376	0.9683
No log	2.0	54	0.9221	0.1264	0.9221	0.9603
No log	2.0741	56	0.7818	0.2285	0.7818	0.8842
No log	2.1481	58	0.6869	0.1983	0.6869	0.8288
No log	2.2222	60	0.7224	0.0481	0.7224	0.8499
No log	2.2963	62	0.7632	0.2132	0.7632	0.8736
No log	2.3704	64	0.6796	0.1372	0.6796	0.8244
No log	2.4444	66	0.6410	0.1604	0.6410	0.8006
No log	2.5185	68	0.6390	0.2270	0.6390	0.7994
No log	2.5926	70	0.6377	0.2085	0.6377	0.7986
No log	2.6667	72	0.6776	0.3564	0.6776	0.8232
No log	2.7407	74	0.6286	0.2379	0.6286	0.7928
No log	2.8148	76	0.6215	0.2675	0.6215	0.7883
No log	2.8889	78	0.6335	0.2418	0.6335	0.7960
No log	2.9630	80	0.6532	0.2237	0.6532	0.8082
No log	3.0370	82	0.7027	0.3060	0.7027	0.8383
No log	3.1111	84	0.6886	0.2440	0.6886	0.8298
No log	3.1852	86	0.7168	0.2960	0.7168	0.8467
No log	3.2593	88	0.9162	0.2993	0.9162	0.9572
No log	3.3333	90	1.0607	0.2861	1.0607	1.0299
No log	3.4074	92	1.1051	0.3273	1.1051	1.0512
No log	3.4815	94	0.8778	0.2843	0.8778	0.9369
No log	3.5556	96	0.6992	0.4029	0.6992	0.8362
No log	3.6296	98	0.7446	0.3710	0.7446	0.8629
No log	3.7037	100	0.7735	0.3638	0.7735	0.8795
No log	3.7778	102	0.6420	0.3452	0.6420	0.8012
No log	3.8519	104	0.6556	0.4028	0.6556	0.8097
No log	3.9259	106	0.7082	0.3434	0.7082	0.8416
No log	4.0	108	0.6696	0.2857	0.6696	0.8183
No log	4.0741	110	0.6381	0.4019	0.6381	0.7988
No log	4.1481	112	0.6530	0.2973	0.6530	0.8081
No log	4.2222	114	0.6519	0.3552	0.6519	0.8074
No log	4.2963	116	0.6583	0.3170	0.6583	0.8113
No log	4.3704	118	0.6603	0.3385	0.6603	0.8126
No log	4.4444	120	0.6563	0.3228	0.6563	0.8101
No log	4.5185	122	0.6965	0.3701	0.6965	0.8346
No log	4.5926	124	0.7458	0.3099	0.7458	0.8636
No log	4.6667	126	0.6938	0.3387	0.6938	0.8329
No log	4.7407	128	0.6460	0.3385	0.6460	0.8037
No log	4.8148	130	0.6760	0.2822	0.6760	0.8222
No log	4.8889	132	0.6638	0.2822	0.6638	0.8148
No log	4.9630	134	0.6467	0.3523	0.6467	0.8042
No log	5.0370	136	0.7361	0.2632	0.7361	0.8580
No log	5.1111	138	0.7454	0.2812	0.7454	0.8634
No log	5.1852	140	0.6531	0.3649	0.6531	0.8081
No log	5.2593	142	0.6267	0.4517	0.6267	0.7916
No log	5.3333	144	0.6732	0.4776	0.6732	0.8205
No log	5.4074	146	0.6416	0.4841	0.6417	0.8010
No log	5.4815	148	0.6105	0.4838	0.6105	0.7813
No log	5.5556	150	0.6010	0.4891	0.6010	0.7752
No log	5.6296	152	0.6005	0.3445	0.6005	0.7749
No log	5.7037	154	0.6326	0.3622	0.6326	0.7953
No log	5.7778	156	0.6055	0.4086	0.6055	0.7781
No log	5.8519	158	0.6327	0.3093	0.6327	0.7954
No log	5.9259	160	0.7245	0.3140	0.7245	0.8512
No log	6.0	162	0.6821	0.4129	0.6821	0.8259
No log	6.0741	164	0.5769	0.5010	0.5769	0.7595
No log	6.1481	166	0.6115	0.4260	0.6115	0.7820
No log	6.2222	168	0.6201	0.3746	0.6201	0.7874
No log	6.2963	170	0.5896	0.4402	0.5896	0.7678
No log	6.3704	172	0.6165	0.5083	0.6165	0.7852
No log	6.4444	174	0.6877	0.4904	0.6877	0.8293
No log	6.5185	176	0.6403	0.4610	0.6403	0.8002
No log	6.5926	178	0.5863	0.3728	0.5863	0.7657
No log	6.6667	180	0.6352	0.4234	0.6352	0.7970
No log	6.7407	182	0.7328	0.4430	0.7328	0.8561
No log	6.8148	184	0.7370	0.4606	0.7370	0.8585
No log	6.8889	186	0.6595	0.4582	0.6595	0.8121
No log	6.9630	188	0.5949	0.4617	0.5949	0.7713
No log	7.0370	190	0.5980	0.4991	0.5980	0.7733
No log	7.1111	192	0.6140	0.4615	0.6140	0.7836
No log	7.1852	194	0.6320	0.5159	0.6320	0.7950
No log	7.2593	196	0.6386	0.4701	0.6386	0.7991
No log	7.3333	198	0.6520	0.4345	0.6520	0.8075
No log	7.4074	200	0.6578	0.4345	0.6578	0.8110
No log	7.4815	202	0.6536	0.4441	0.6536	0.8085
No log	7.5556	204	0.7310	0.3976	0.7310	0.8550
No log	7.6296	206	0.7216	0.4212	0.7216	0.8495
No log	7.7037	208	0.6619	0.4601	0.6619	0.8136
No log	7.7778	210	0.6533	0.4934	0.6533	0.8083
No log	7.8519	212	0.6669	0.2986	0.6669	0.8166
No log	7.9259	214	0.6788	0.3930	0.6788	0.8239
No log	8.0	216	0.6587	0.3704	0.6587	0.8116
No log	8.0741	218	0.6409	0.3934	0.6409	0.8005
No log	8.1481	220	0.6320	0.4441	0.6320	0.7950
No log	8.2222	222	0.6658	0.4721	0.6658	0.8159
No log	8.2963	224	0.6768	0.4354	0.6768	0.8227
No log	8.3704	226	0.6161	0.4701	0.6161	0.7849
No log	8.4444	228	0.6198	0.4423	0.6198	0.7873
No log	8.5185	230	0.6148	0.3978	0.6148	0.7841
No log	8.5926	232	0.6353	0.4169	0.6353	0.7970
No log	8.6667	234	0.6254	0.4169	0.6254	0.7908
No log	8.7407	236	0.6059	0.4615	0.6059	0.7784
No log	8.8148	238	0.5936	0.4423	0.5936	0.7705
No log	8.8889	240	0.5910	0.4596	0.5910	0.7688
No log	8.9630	242	0.6241	0.5034	0.6241	0.7900
No log	9.0370	244	0.6766	0.4294	0.6766	0.8226
No log	9.1111	246	0.6361	0.4212	0.6361	0.7976
No log	9.1852	248	0.5992	0.4375	0.5992	0.7741
No log	9.2593	250	0.5889	0.4147	0.5889	0.7674
No log	9.3333	252	0.5775	0.4419	0.5775	0.7599
No log	9.4074	254	0.5769	0.4878	0.5769	0.7595
No log	9.4815	256	0.5900	0.5324	0.5900	0.7681
No log	9.5556	258	0.5988	0.4194	0.5988	0.7738
No log	9.6296	260	0.6159	0.4091	0.6159	0.7848
No log	9.7037	262	0.6757	0.4929	0.6757	0.8220
No log	9.7778	264	0.8179	0.3371	0.8179	0.9044
No log	9.8519	266	0.8295	0.3497	0.8295	0.9108
No log	9.9259	268	0.7002	0.4212	0.7002	0.8368
No log	10.0	270	0.6767	0.3690	0.6767	0.8226
No log	10.0741	272	0.8016	0.3522	0.8016	0.8953
No log	10.1481	274	0.8019	0.3754	0.8019	0.8955
No log	10.2222	276	0.6844	0.2833	0.6844	0.8273
No log	10.2963	278	0.6271	0.3211	0.6271	0.7919
No log	10.3704	280	0.6564	0.4788	0.6564	0.8102
No log	10.4444	282	0.6516	0.4473	0.6516	0.8072
No log	10.5185	284	0.6076	0.4091	0.6076	0.7795
No log	10.5926	286	0.6092	0.3481	0.6092	0.7805
No log	10.6667	288	0.6389	0.3691	0.6389	0.7993
No log	10.7407	290	0.6410	0.3691	0.6410	0.8006
No log	10.8148	292	0.6095	0.3348	0.6095	0.7807
No log	10.8889	294	0.5831	0.4659	0.5831	0.7636
No log	10.9630	296	0.6136	0.4044	0.6136	0.7833
No log	11.0370	298	0.6596	0.3867	0.6596	0.8122
No log	11.1111	300	0.6314	0.3867	0.6314	0.7946
No log	11.1852	302	0.5857	0.3408	0.5857	0.7653
No log	11.2593	304	0.5922	0.3689	0.5922	0.7696
No log	11.3333	306	0.6094	0.4147	0.6094	0.7806
No log	11.4074	308	0.6042	0.4147	0.6042	0.7773
No log	11.4815	310	0.6127	0.4235	0.6127	0.7828
No log	11.5556	312	0.6555	0.4389	0.6555	0.8096
No log	11.6296	314	0.6599	0.4389	0.6599	0.8124
No log	11.7037	316	0.6271	0.4298	0.6271	0.7919
No log	11.7778	318	0.6160	0.3964	0.6160	0.7848
No log	11.8519	320	0.6053	0.4701	0.6053	0.7780
No log	11.9259	322	0.6021	0.4934	0.6021	0.7760
No log	12.0	324	0.6006	0.4934	0.6006	0.7750
No log	12.0741	326	0.6190	0.4523	0.6190	0.7868
No log	12.1481	328	0.6302	0.4493	0.6302	0.7939
No log	12.2222	330	0.6104	0.4660	0.6104	0.7813
No log	12.2963	332	0.5984	0.4660	0.5984	0.7735
No log	12.3704	334	0.5784	0.4114	0.5784	0.7605
No log	12.4444	336	0.5742	0.4114	0.5742	0.7578
No log	12.5185	338	0.6015	0.4576	0.6015	0.7756
No log	12.5926	340	0.5973	0.5473	0.5973	0.7728
No log	12.6667	342	0.5692	0.4380	0.5692	0.7544
No log	12.7407	344	0.5733	0.4722	0.5733	0.7572
No log	12.8148	346	0.5726	0.4934	0.5726	0.7567
No log	12.8889	348	0.5984	0.4743	0.5984	0.7736
No log	12.9630	350	0.6240	0.4493	0.6240	0.7899
No log	13.0370	352	0.6097	0.4808	0.6097	0.7809
No log	13.1111	354	0.5850	0.4763	0.5850	0.7649
No log	13.1852	356	0.5762	0.4878	0.5762	0.7590
No log	13.2593	358	0.5680	0.4656	0.5680	0.7537
No log	13.3333	360	0.5777	0.5144	0.5777	0.7601
No log	13.4074	362	0.5501	0.5352	0.5501	0.7417
No log	13.4815	364	0.5116	0.5042	0.5116	0.7153
No log	13.5556	366	0.5572	0.4555	0.5572	0.7464
No log	13.6296	368	0.6212	0.4625	0.6212	0.7882
No log	13.7037	370	0.5702	0.4473	0.5702	0.7551
No log	13.7778	372	0.5487	0.4639	0.5487	0.7407
No log	13.8519	374	0.5851	0.4451	0.5851	0.7649
No log	13.9259	376	0.6275	0.4371	0.6275	0.7922
No log	14.0	378	0.6703	0.4072	0.6703	0.8187
No log	14.0741	380	0.7244	0.3799	0.7244	0.8511
No log	14.1481	382	0.6857	0.3799	0.6857	0.8281
No log	14.2222	384	0.5641	0.4726	0.5641	0.7511
No log	14.2963	386	0.5253	0.4722	0.5253	0.7248
No log	14.3704	388	0.5283	0.4898	0.5283	0.7268
No log	14.4444	390	0.5266	0.4934	0.5266	0.7257
No log	14.5185	392	0.5262	0.5159	0.5262	0.7254
No log	14.5926	394	0.5405	0.4828	0.5405	0.7352
No log	14.6667	396	0.5748	0.4555	0.5748	0.7582
No log	14.7407	398	0.5436	0.4895	0.5436	0.7373
No log	14.8148	400	0.5189	0.5177	0.5189	0.7204
No log	14.8889	402	0.5557	0.4841	0.5557	0.7455
No log	14.9630	404	0.5853	0.4630	0.5853	0.7650
No log	15.0370	406	0.5841	0.4630	0.5841	0.7642
No log	15.1111	408	0.5491	0.4539	0.5491	0.7410
No log	15.1852	410	0.5227	0.4637	0.5227	0.7230
No log	15.2593	412	0.5278	0.4914	0.5278	0.7265
No log	15.3333	414	0.5108	0.5141	0.5108	0.7147
No log	15.4074	416	0.4916	0.6024	0.4916	0.7011
No log	15.4815	418	0.4841	0.5177	0.4841	0.6958
No log	15.5556	420	0.4830	0.5289	0.4830	0.6950
No log	15.6296	422	0.4853	0.5444	0.4853	0.6967
No log	15.7037	424	0.4973	0.5428	0.4973	0.7052
No log	15.7778	426	0.4869	0.5252	0.4869	0.6978
No log	15.8519	428	0.4935	0.5304	0.4935	0.7025
No log	15.9259	430	0.5056	0.5493	0.5056	0.7111
No log	16.0	432	0.5028	0.4904	0.5028	0.7091
No log	16.0741	434	0.5077	0.5625	0.5077	0.7125
No log	16.1481	436	0.5186	0.5306	0.5186	0.7201
No log	16.2222	438	0.5265	0.5201	0.5265	0.7256
No log	16.2963	440	0.5424	0.4642	0.5424	0.7365
No log	16.3704	442	0.5335	0.4808	0.5335	0.7304
No log	16.4444	444	0.5328	0.5034	0.5328	0.7299
No log	16.5185	446	0.5293	0.5123	0.5293	0.7275
No log	16.5926	448	0.5591	0.4555	0.5591	0.7477
No log	16.6667	450	0.5800	0.4555	0.5800	0.7616
No log	16.7407	452	0.5968	0.4555	0.5968	0.7726
No log	16.8148	454	0.6177	0.4292	0.6177	0.7859
No log	16.8889	456	0.5692	0.4808	0.5692	0.7545
No log	16.9630	458	0.5374	0.5719	0.5374	0.7331
No log	17.0370	460	0.5376	0.4953	0.5376	0.7332
No log	17.1111	462	0.5492	0.5159	0.5492	0.7411
No log	17.1852	464	0.5484	0.5250	0.5484	0.7406
No log	17.2593	466	0.5501	0.4701	0.5501	0.7417
No log	17.3333	468	0.5520	0.4768	0.5520	0.7430
No log	17.4074	470	0.5681	0.5141	0.5681	0.7537
No log	17.4815	472	0.6106	0.4134	0.6106	0.7814
No log	17.5556	474	0.6245	0.4134	0.6245	0.7902
No log	17.6296	476	0.6402	0.4464	0.6402	0.8002
No log	17.7037	478	0.6058	0.4704	0.6058	0.7783
No log	17.7778	480	0.5830	0.4157	0.5830	0.7635
No log	17.8519	482	0.5413	0.4493	0.5413	0.7357
No log	17.9259	484	0.5281	0.4681	0.5281	0.7267
No log	18.0	486	0.5193	0.4919	0.5193	0.7206
No log	18.0741	488	0.5186	0.4937	0.5186	0.7202
No log	18.1481	490	0.5205	0.4937	0.5205	0.7215
No log	18.2222	492	0.5136	0.5768	0.5136	0.7167
No log	18.2963	494	0.5179	0.5692	0.5179	0.7196
No log	18.3704	496	0.5210	0.5269	0.5210	0.7218
No log	18.4444	498	0.5222	0.5340	0.5222	0.7227
0.3294	18.5185	500	0.5319	0.4885	0.5319	0.7293
0.3294	18.5926	502	0.5529	0.4901	0.5529	0.7436
0.3294	18.6667	504	0.5598	0.4901	0.5598	0.7482
0.3294	18.7407	506	0.5533	0.5133	0.5533	0.7439
0.3294	18.8148	508	0.5640	0.4849	0.5640	0.7510
0.3294	18.8889	510	0.5784	0.5449	0.5784	0.7605
0.3294	18.9630	512	0.5658	0.5266	0.5658	0.7522
0.3294	19.0370	514	0.5546	0.5479	0.5546	0.7447
0.3294	19.1111	516	0.5420	0.5687	0.5420	0.7362
0.3294	19.1852	518	0.5451	0.5538	0.5451	0.7383
0.3294	19.2593	520	0.5544	0.5266	0.5544	0.7446
0.3294	19.3333	522	0.5691	0.5046	0.5691	0.7544
0.3294	19.4074	524	0.5710	0.4802	0.5710	0.7557
0.3294	19.4815	526	0.5554	0.4656	0.5554	0.7452
0.3294	19.5556	528	0.5473	0.4101	0.5473	0.7398
0.3294	19.6296	530	0.5491	0.4914	0.5491	0.7410
0.3294	19.7037	532	0.5625	0.5256	0.5625	0.7500
0.3294	19.7778	534	0.5413	0.5256	0.5413	0.7357
0.3294	19.8519	536	0.5095	0.5306	0.5095	0.7138
0.3294	19.9259	538	0.5055	0.5533	0.5055	0.7110
0.3294	20.0	540	0.5045	0.5195	0.5045	0.7103
0.3294	20.0741	542	0.5043	0.5133	0.5043	0.7102
0.3294	20.1481	544	0.5082	0.4857	0.5082	0.7129
0.3294	20.2222	546	0.5293	0.4901	0.5293	0.7275
0.3294	20.2963	548	0.5366	0.4901	0.5366	0.7325
0.3294	20.3704	550	0.5420	0.5324	0.5420	0.7362
0.3294	20.4444	552	0.5428	0.4701	0.5428	0.7368
0.3294	20.5185	554	0.5464	0.5227	0.5464	0.7392
0.3294	20.5926	556	0.5494	0.4698	0.5494	0.7412
0.3294	20.6667	558	0.5522	0.5682	0.5522	0.7431
0.3294	20.7407	560	0.5309	0.6013	0.5309	0.7286
0.3294	20.8148	562	0.5006	0.6170	0.5006	0.7075
0.3294	20.8889	564	0.4948	0.6078	0.4948	0.7035
0.3294	20.9630	566	0.5006	0.6092	0.5006	0.7075
0.3294	21.0370	568	0.5062	0.5357	0.5062	0.7115
0.3294	21.1111	570	0.5077	0.5357	0.5077	0.7125
0.3294	21.1852	572	0.5100	0.5150	0.5100	0.7141
0.3294	21.2593	574	0.5207	0.5003	0.5207	0.7216
0.3294	21.3333	576	0.5388	0.5115	0.5388	0.7340
0.3294	21.4074	578	0.5332	0.4642	0.5332	0.7302
0.3294	21.4815	580	0.5144	0.4375	0.5144	0.7172
0.3294	21.5556	582	0.5139	0.4704	0.5139	0.7168
0.3294	21.6296	584	0.5145	0.4948	0.5145	0.7173
0.3294	21.7037	586	0.4954	0.4743	0.4954	0.7038
0.3294	21.7778	588	0.4869	0.4455	0.4869	0.6978
0.3294	21.8519	590	0.4895	0.5089	0.4895	0.6997
0.3294	21.9259	592	0.4936	0.4700	0.4936	0.7026
0.3294	22.0	594	0.5000	0.4455	0.5000	0.7071
0.3294	22.0741	596	0.5071	0.5201	0.5071	0.7121
0.3294	22.1481	598	0.5248	0.5184	0.5248	0.7244
0.3294	22.2222	600	0.5655	0.4929	0.5655	0.7520
0.3294	22.2963	602	0.6414	0.4741	0.6414	0.8009
0.3294	22.3704	604	0.6731	0.4741	0.6731	0.8204
0.3294	22.4444	606	0.6316	0.5190	0.6316	0.7947
0.3294	22.5185	608	0.5663	0.5115	0.5663	0.7526
0.3294	22.5926	610	0.5223	0.5218	0.5223	0.7227
0.3294	22.6667	612	0.5185	0.4719	0.5185	0.7201
0.3294	22.7407	614	0.5232	0.4719	0.5232	0.7234
0.3294	22.8148	616	0.5280	0.5444	0.5280	0.7266
0.3294	22.8889	618	0.5327	0.5167	0.5327	0.7299
0.3294	22.9630	620	0.5403	0.5559	0.5403	0.7350
0.3294	23.0370	622	0.5485	0.5559	0.5485	0.7406
0.3294	23.1111	624	0.5441	0.5067	0.5441	0.7376
0.3294	23.1852	626	0.5441	0.5150	0.5441	0.7376
0.3294	23.2593	628	0.5393	0.5518	0.5393	0.7344
0.3294	23.3333	630	0.5403	0.5304	0.5403	0.7350
0.3294	23.4074	632	0.5389	0.4265	0.5389	0.7341
0.3294	23.4815	634	0.5402	0.4788	0.5402	0.7350
0.3294	23.5556	636	0.5397	0.4788	0.5397	0.7347
0.3294	23.6296	638	0.5308	0.5022	0.5308	0.7285
0.3294	23.7037	640	0.5206	0.5250	0.5206	0.7216
0.3294	23.7778	642	0.5137	0.5003	0.5137	0.7167
0.3294	23.8519	644	0.5091	0.5003	0.5091	0.7135
0.3294	23.9259	646	0.5005	0.5003	0.5005	0.7075
0.3294	24.0	648	0.5020	0.4747	0.5020	0.7085
0.3294	24.0741	650	0.5135	0.4482	0.5135	0.7166
0.3294	24.1481	652	0.5332	0.4397	0.5332	0.7302
0.3294	24.2222	654	0.5273	0.4397	0.5273	0.7261
0.3294	24.2963	656	0.5088	0.5003	0.5088	0.7133
0.3294	24.3704	658	0.5109	0.4898	0.5109	0.7148
0.3294	24.4444	660	0.5185	0.5152	0.5185	0.7201
0.3294	24.5185	662	0.5258	0.5195	0.5258	0.7251
0.3294	24.5926	664	0.5340	0.5625	0.5340	0.7307
0.3294	24.6667	666	0.5496	0.5662	0.5496	0.7413
0.3294	24.7407	668	0.5533	0.5662	0.5533	0.7438
0.3294	24.8148	670	0.5412	0.5662	0.5412	0.7357
0.3294	24.8889	672	0.5385	0.5662	0.5385	0.7338
0.3294	24.9630	674	0.5511	0.5974	0.5511	0.7423
0.3294	25.0370	676	0.5779	0.5015	0.5779	0.7602
0.3294	25.1111	678	0.6003	0.5015	0.6003	0.7748
0.3294	25.1852	680	0.6100	0.4933	0.6100	0.7810
0.3294	25.2593	682	0.6253	0.5426	0.6253	0.7908
0.3294	25.3333	684	0.6352	0.5223	0.6352	0.7970
0.3294	25.4074	686	0.6534	0.4684	0.6534	0.8083
0.3294	25.4815	688	0.6569	0.4684	0.6569	0.8105
0.3294	25.5556	690	0.6641	0.4684	0.6641	0.8149
0.3294	25.6296	692	0.6502	0.4625	0.6502	0.8064
0.3294	25.7037	694	0.6099	0.4642	0.6099	0.7810

Framework versions

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