ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k12_task1_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: 0.5158
• Qwk: 0.7680
• Mse: 0.5158
• Rmse: 0.7182

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	0.0290	2	5.1627	-0.0042	5.1627	2.2722
No log	0.0580	4	4.1025	0.0270	4.1025	2.0255
No log	0.0870	6	2.2885	0.1548	2.2885	1.5128
No log	0.1159	8	1.5845	0.0360	1.5845	1.2588
No log	0.1449	10	1.8749	-0.0642	1.8749	1.3693
No log	0.1739	12	1.3659	0.1193	1.3659	1.1687
No log	0.2029	14	1.0596	0.2113	1.0596	1.0294
No log	0.2319	16	1.4719	0.1447	1.4719	1.2132
No log	0.2609	18	1.8585	0.1507	1.8585	1.3633
No log	0.2899	20	1.5613	0.1040	1.5613	1.2495
No log	0.3188	22	1.1541	0.2422	1.1541	1.0743
No log	0.3478	24	0.9817	0.4141	0.9817	0.9908
No log	0.3768	26	0.9558	0.2866	0.9558	0.9776
No log	0.4058	28	0.9174	0.3164	0.9174	0.9578
No log	0.4348	30	0.8509	0.4871	0.8509	0.9225
No log	0.4638	32	0.8805	0.4816	0.8805	0.9384
No log	0.4928	34	1.0421	0.3243	1.0421	1.0208
No log	0.5217	36	1.0183	0.4171	1.0183	1.0091
No log	0.5507	38	0.8104	0.5139	0.8104	0.9002
No log	0.5797	40	0.6852	0.6243	0.6852	0.8278
No log	0.6087	42	0.6467	0.6562	0.6467	0.8042
No log	0.6377	44	0.8555	0.6089	0.8555	0.9249
No log	0.6667	46	1.3426	0.4854	1.3426	1.1587
No log	0.6957	48	2.0753	0.2701	2.0753	1.4406
No log	0.7246	50	2.2513	0.2255	2.2513	1.5004
No log	0.7536	52	2.1371	0.2528	2.1371	1.4619
No log	0.7826	54	1.4472	0.4604	1.4472	1.2030
No log	0.8116	56	0.6917	0.7099	0.6917	0.8317
No log	0.8406	58	0.7044	0.7259	0.7044	0.8393
No log	0.8696	60	0.7812	0.7059	0.7812	0.8838
No log	0.8986	62	0.6968	0.7236	0.6968	0.8347
No log	0.9275	64	0.6999	0.7205	0.6999	0.8366
No log	0.9565	66	0.8140	0.6611	0.8140	0.9022
No log	0.9855	68	0.9470	0.6299	0.9470	0.9732
No log	1.0145	70	0.9941	0.6133	0.9941	0.9970
No log	1.0435	72	0.8469	0.6808	0.8469	0.9203
No log	1.0725	74	0.7195	0.7082	0.7195	0.8482
No log	1.1014	76	0.7027	0.7141	0.7027	0.8383
No log	1.1304	78	0.6791	0.7095	0.6791	0.8241
No log	1.1594	80	0.7128	0.7044	0.7128	0.8443
No log	1.1884	82	0.9236	0.6178	0.9236	0.9610
No log	1.2174	84	1.0037	0.6133	1.0037	1.0018
No log	1.2464	86	0.9680	0.6214	0.9680	0.9839
No log	1.2754	88	0.7131	0.7385	0.7131	0.8445
No log	1.3043	90	0.6107	0.7326	0.6107	0.7815
No log	1.3333	92	0.5480	0.7303	0.5480	0.7403
No log	1.3623	94	0.5498	0.7334	0.5498	0.7415
No log	1.3913	96	0.6116	0.7081	0.6116	0.7821
No log	1.4203	98	0.6074	0.7490	0.6074	0.7794
No log	1.4493	100	0.6500	0.7108	0.6500	0.8062
No log	1.4783	102	0.5827	0.7461	0.5827	0.7633
No log	1.5072	104	0.5664	0.7508	0.5664	0.7526
No log	1.5362	106	0.6060	0.7672	0.6060	0.7784
No log	1.5652	108	0.6680	0.7471	0.6680	0.8173
No log	1.5942	110	0.7454	0.7478	0.7454	0.8634
No log	1.6232	112	0.7118	0.7335	0.7118	0.8437
No log	1.6522	114	0.5930	0.7677	0.5930	0.7701
No log	1.6812	116	0.7785	0.6893	0.7785	0.8823
No log	1.7101	118	0.8295	0.6539	0.8295	0.9108
No log	1.7391	120	0.6194	0.7459	0.6194	0.7870
No log	1.7681	122	0.5393	0.7686	0.5393	0.7344
No log	1.7971	124	0.5369	0.7602	0.5369	0.7327
No log	1.8261	126	0.5483	0.7704	0.5483	0.7404
No log	1.8551	128	0.6085	0.7292	0.6085	0.7800
No log	1.8841	130	0.5967	0.7428	0.5967	0.7724
No log	1.9130	132	0.5810	0.7476	0.5810	0.7622
No log	1.9420	134	0.5600	0.7624	0.5600	0.7483
No log	1.9710	136	0.5672	0.7624	0.5672	0.7531
No log	2.0	138	0.7606	0.6910	0.7606	0.8721
No log	2.0290	140	0.8348	0.6328	0.8348	0.9136
No log	2.0580	142	0.6254	0.7080	0.6254	0.7908
No log	2.0870	144	0.5449	0.7650	0.5449	0.7381
No log	2.1159	146	0.5778	0.7532	0.5778	0.7601
No log	2.1449	148	0.7004	0.7118	0.7004	0.8369
No log	2.1739	150	0.6487	0.7289	0.6487	0.8054
No log	2.2029	152	0.5181	0.7704	0.5181	0.7198
No log	2.2319	154	0.5517	0.7724	0.5517	0.7428
No log	2.2609	156	0.5349	0.7795	0.5349	0.7314
No log	2.2899	158	0.5288	0.7754	0.5288	0.7272
No log	2.3188	160	0.5329	0.7782	0.5329	0.7300
No log	2.3478	162	0.5323	0.7675	0.5323	0.7296
No log	2.3768	164	0.5314	0.7754	0.5314	0.7289
No log	2.4058	166	0.5369	0.7675	0.5369	0.7328
No log	2.4348	168	0.5485	0.7850	0.5485	0.7406
No log	2.4638	170	0.6188	0.7611	0.6188	0.7866
No log	2.4928	172	0.5549	0.7696	0.5549	0.7449
No log	2.5217	174	0.5113	0.8030	0.5113	0.7151
No log	2.5507	176	0.5031	0.7679	0.5031	0.7093
No log	2.5797	178	0.4899	0.7912	0.4899	0.6999
No log	2.6087	180	0.4961	0.7800	0.4961	0.7043
No log	2.6377	182	0.5081	0.8006	0.5081	0.7128
No log	2.6667	184	0.5322	0.7863	0.5322	0.7295
No log	2.6957	186	0.5546	0.7626	0.5546	0.7447
No log	2.7246	188	0.5173	0.8016	0.5173	0.7192
No log	2.7536	190	0.5086	0.7968	0.5086	0.7131
No log	2.7826	192	0.4832	0.7958	0.4832	0.6951
No log	2.8116	194	0.4900	0.8260	0.4900	0.7000
No log	2.8406	196	0.5083	0.8107	0.5083	0.7129
No log	2.8696	198	0.4649	0.8158	0.4649	0.6818
No log	2.8986	200	0.4752	0.8142	0.4752	0.6893
No log	2.9275	202	0.5369	0.7936	0.5369	0.7327
No log	2.9565	204	0.5687	0.7839	0.5687	0.7541
No log	2.9855	206	0.5380	0.7911	0.5380	0.7335
No log	3.0145	208	0.4822	0.7962	0.4822	0.6944
No log	3.0435	210	0.6392	0.7464	0.6392	0.7995
No log	3.0725	212	0.7886	0.6700	0.7886	0.8880
No log	3.1014	214	0.6926	0.7013	0.6926	0.8322
No log	3.1304	216	0.4999	0.7762	0.4999	0.7071
No log	3.1594	218	0.5617	0.7761	0.5617	0.7494
No log	3.1884	220	0.6655	0.7718	0.6655	0.8158
No log	3.2174	222	0.5851	0.7809	0.5851	0.7649
No log	3.2464	224	0.5014	0.7829	0.5014	0.7081
No log	3.2754	226	0.5694	0.7484	0.5694	0.7546
No log	3.3043	228	0.5744	0.7472	0.5744	0.7579
No log	3.3333	230	0.5022	0.7664	0.5022	0.7086
No log	3.3623	232	0.4966	0.7494	0.4966	0.7047
No log	3.3913	234	0.5165	0.7507	0.5165	0.7187
No log	3.4203	236	0.4866	0.7451	0.4866	0.6976
No log	3.4493	238	0.4762	0.7423	0.4762	0.6901
No log	3.4783	240	0.4894	0.7626	0.4894	0.6996
No log	3.5072	242	0.4993	0.7586	0.4993	0.7066
No log	3.5362	244	0.5157	0.7750	0.5157	0.7181
No log	3.5652	246	0.5404	0.7862	0.5404	0.7351
No log	3.5942	248	0.5487	0.7960	0.5487	0.7407
No log	3.6232	250	0.5462	0.7882	0.5462	0.7390
No log	3.6522	252	0.5239	0.7825	0.5239	0.7238
No log	3.6812	254	0.5145	0.7793	0.5145	0.7173
No log	3.7101	256	0.5077	0.7634	0.5077	0.7125
No log	3.7391	258	0.5066	0.7532	0.5066	0.7117
No log	3.7681	260	0.5114	0.7654	0.5114	0.7152
No log	3.7971	262	0.5554	0.7615	0.5554	0.7453
No log	3.8261	264	0.5893	0.7648	0.5893	0.7676
No log	3.8551	266	0.5402	0.7660	0.5402	0.7350
No log	3.8841	268	0.5164	0.7544	0.5164	0.7186
No log	3.9130	270	0.5618	0.7410	0.5618	0.7496
No log	3.9420	272	0.5596	0.7553	0.5596	0.7481
No log	3.9710	274	0.5448	0.7918	0.5448	0.7381
No log	4.0	276	0.5647	0.7486	0.5647	0.7514
No log	4.0290	278	0.5720	0.7451	0.5720	0.7563
No log	4.0580	280	0.5293	0.7694	0.5293	0.7275
No log	4.0870	282	0.5300	0.7766	0.5300	0.7280
No log	4.1159	284	0.6360	0.7677	0.6360	0.7975
No log	4.1449	286	0.6600	0.7650	0.6600	0.8124
No log	4.1739	288	0.5806	0.7578	0.5806	0.7620
No log	4.2029	290	0.4936	0.7852	0.4936	0.7026
No log	4.2319	292	0.4951	0.7582	0.4951	0.7037
No log	4.2609	294	0.5185	0.7475	0.5185	0.7201
No log	4.2899	296	0.5033	0.7607	0.5033	0.7095
No log	4.3188	298	0.4881	0.7739	0.4881	0.6986
No log	4.3478	300	0.5458	0.7477	0.5458	0.7388
No log	4.3768	302	0.5583	0.7564	0.5583	0.7472
No log	4.4058	304	0.5003	0.7672	0.5003	0.7073
No log	4.4348	306	0.4877	0.7716	0.4877	0.6983
No log	4.4638	308	0.4913	0.7696	0.4913	0.7010
No log	4.4928	310	0.5027	0.7613	0.5027	0.7090
No log	4.5217	312	0.4859	0.7632	0.4859	0.6970
No log	4.5507	314	0.4793	0.7666	0.4793	0.6923
No log	4.5797	316	0.5095	0.7565	0.5095	0.7138
No log	4.6087	318	0.5284	0.7627	0.5284	0.7269
No log	4.6377	320	0.5092	0.7759	0.5092	0.7136
No log	4.6667	322	0.5285	0.7791	0.5285	0.7270
No log	4.6957	324	0.5521	0.7821	0.5521	0.7430
No log	4.7246	326	0.6028	0.7727	0.6028	0.7764
No log	4.7536	328	0.5857	0.7709	0.5857	0.7653
No log	4.7826	330	0.5899	0.7669	0.5899	0.7681
No log	4.8116	332	0.5479	0.7821	0.5479	0.7402
No log	4.8406	334	0.5211	0.7711	0.5211	0.7219
No log	4.8696	336	0.5116	0.7633	0.5116	0.7153
No log	4.8986	338	0.5140	0.7737	0.5140	0.7170
No log	4.9275	340	0.5240	0.7692	0.5240	0.7239
No log	4.9565	342	0.5380	0.7761	0.5380	0.7335
No log	4.9855	344	0.6048	0.7470	0.6048	0.7777
No log	5.0145	346	0.6220	0.7444	0.6220	0.7887
No log	5.0435	348	0.5405	0.7496	0.5405	0.7352
No log	5.0725	350	0.4968	0.7813	0.4968	0.7048
No log	5.1014	352	0.5449	0.7002	0.5449	0.7381
No log	5.1304	354	0.5449	0.7059	0.5449	0.7381
No log	5.1594	356	0.5011	0.7808	0.5011	0.7079
No log	5.1884	358	0.4853	0.7780	0.4853	0.6967
No log	5.2174	360	0.4860	0.7775	0.4860	0.6971
No log	5.2464	362	0.4888	0.7781	0.4888	0.6991
No log	5.2754	364	0.4927	0.8127	0.4927	0.7020
No log	5.3043	366	0.5253	0.7437	0.5253	0.7247
No log	5.3333	368	0.5528	0.7333	0.5528	0.7435
No log	5.3623	370	0.5181	0.7551	0.5181	0.7198
No log	5.3913	372	0.4928	0.7975	0.4928	0.7020
No log	5.4203	374	0.4950	0.7918	0.4950	0.7035
No log	5.4493	376	0.5245	0.7621	0.5245	0.7242
No log	5.4783	378	0.5201	0.7686	0.5201	0.7212
No log	5.5072	380	0.4929	0.7720	0.4929	0.7020
No log	5.5362	382	0.5041	0.7664	0.5041	0.7100
No log	5.5652	384	0.5175	0.7716	0.5175	0.7194
No log	5.5942	386	0.5052	0.7677	0.5052	0.7108
No log	5.6232	388	0.5354	0.7593	0.5354	0.7317
No log	5.6522	390	0.5784	0.7552	0.5784	0.7605
No log	5.6812	392	0.5665	0.7542	0.5665	0.7526
No log	5.7101	394	0.5440	0.7682	0.5440	0.7375
No log	5.7391	396	0.5288	0.7816	0.5288	0.7272
No log	5.7681	398	0.5494	0.7528	0.5494	0.7412
No log	5.7971	400	0.5632	0.7496	0.5632	0.7505
No log	5.8261	402	0.5502	0.7640	0.5502	0.7418
No log	5.8551	404	0.5368	0.7699	0.5368	0.7327
No log	5.8841	406	0.5484	0.7548	0.5484	0.7405
No log	5.9130	408	0.5538	0.7541	0.5538	0.7442
No log	5.9420	410	0.5389	0.7767	0.5389	0.7341
No log	5.9710	412	0.5406	0.7714	0.5406	0.7353
No log	6.0	414	0.5427	0.7737	0.5427	0.7367
No log	6.0290	416	0.5325	0.7648	0.5325	0.7297
No log	6.0580	418	0.5269	0.7599	0.5269	0.7259
No log	6.0870	420	0.5295	0.7736	0.5295	0.7277
No log	6.1159	422	0.5325	0.7736	0.5325	0.7298
No log	6.1449	424	0.5380	0.7659	0.5380	0.7335
No log	6.1739	426	0.5251	0.7662	0.5251	0.7247
No log	6.2029	428	0.5177	0.7632	0.5177	0.7195
No log	6.2319	430	0.5142	0.7511	0.5142	0.7171
No log	6.2609	432	0.5159	0.7504	0.5159	0.7183
No log	6.2899	434	0.5182	0.7441	0.5182	0.7199
No log	6.3188	436	0.5100	0.7504	0.5100	0.7142
No log	6.3478	438	0.5097	0.7711	0.5097	0.7139
No log	6.3768	440	0.5137	0.7641	0.5137	0.7168
No log	6.4058	442	0.5185	0.7533	0.5185	0.7201
No log	6.4348	444	0.5120	0.7711	0.5120	0.7155
No log	6.4638	446	0.5090	0.7701	0.5090	0.7135
No log	6.4928	448	0.5086	0.7725	0.5086	0.7132
No log	6.5217	450	0.5098	0.7736	0.5098	0.7140
No log	6.5507	452	0.5126	0.7596	0.5126	0.7160
No log	6.5797	454	0.5121	0.7596	0.5121	0.7156
No log	6.6087	456	0.5081	0.7706	0.5081	0.7128
No log	6.6377	458	0.5172	0.7570	0.5172	0.7192
No log	6.6667	460	0.5202	0.7570	0.5202	0.7213
No log	6.6957	462	0.5061	0.7666	0.5061	0.7114
No log	6.7246	464	0.5047	0.7749	0.5047	0.7104
No log	6.7536	466	0.5108	0.7666	0.5108	0.7147
No log	6.7826	468	0.5253	0.7551	0.5253	0.7247
No log	6.8116	470	0.5399	0.7562	0.5399	0.7348
No log	6.8406	472	0.5334	0.7538	0.5334	0.7303
No log	6.8696	474	0.5320	0.7763	0.5320	0.7294
No log	6.8986	476	0.5339	0.7786	0.5339	0.7307
No log	6.9275	478	0.5337	0.7447	0.5337	0.7305
No log	6.9565	480	0.5357	0.7420	0.5357	0.7319
No log	6.9855	482	0.5357	0.7538	0.5357	0.7319
No log	7.0145	484	0.5377	0.7551	0.5377	0.7333
No log	7.0435	486	0.5287	0.7512	0.5287	0.7271
No log	7.0725	488	0.5253	0.7576	0.5253	0.7248
No log	7.1014	490	0.5304	0.7270	0.5304	0.7283
No log	7.1304	492	0.5257	0.7488	0.5257	0.7251
No log	7.1594	494	0.5209	0.7652	0.5209	0.7217
No log	7.1884	496	0.5223	0.7652	0.5223	0.7227
No log	7.2174	498	0.5211	0.7632	0.5211	0.7219
0.4279	7.2464	500	0.5212	0.7643	0.5212	0.7219
0.4279	7.2754	502	0.5213	0.7618	0.5213	0.7220
0.4279	7.3043	504	0.5242	0.7666	0.5242	0.7240
0.4279	7.3333	506	0.5264	0.7597	0.5264	0.7256
0.4279	7.3623	508	0.5325	0.7529	0.5325	0.7297
0.4279	7.3913	510	0.5295	0.7655	0.5295	0.7277
0.4279	7.4203	512	0.5236	0.7616	0.5236	0.7236
0.4279	7.4493	514	0.5253	0.7616	0.5253	0.7248
0.4279	7.4783	516	0.5172	0.7641	0.5172	0.7192
0.4279	7.5072	518	0.5128	0.7686	0.5128	0.7161
0.4279	7.5362	520	0.5126	0.7686	0.5126	0.7160
0.4279	7.5652	522	0.5186	0.7616	0.5186	0.7201
0.4279	7.5942	524	0.5159	0.7641	0.5159	0.7183
0.4279	7.6232	526	0.5142	0.7622	0.5142	0.7171
0.4279	7.6522	528	0.5149	0.7838	0.5149	0.7176
0.4279	7.6812	530	0.5164	0.7638	0.5164	0.7186
0.4279	7.7101	532	0.5157	0.7741	0.5157	0.7181
0.4279	7.7391	534	0.5141	0.7676	0.5141	0.7170
0.4279	7.7681	536	0.5177	0.7597	0.5177	0.7195
0.4279	7.7971	538	0.5236	0.7491	0.5236	0.7236
0.4279	7.8261	540	0.5276	0.7441	0.5276	0.7263
0.4279	7.8551	542	0.5273	0.7480	0.5273	0.7262
0.4279	7.8841	544	0.5304	0.7480	0.5304	0.7283
0.4279	7.9130	546	0.5250	0.7529	0.5250	0.7246
0.4279	7.9420	548	0.5179	0.7597	0.5179	0.7197
0.4279	7.9710	550	0.5154	0.7608	0.5154	0.7179
0.4279	8.0	552	0.5140	0.7608	0.5140	0.7169
0.4279	8.0290	554	0.5133	0.7734	0.5133	0.7164
0.4279	8.0580	556	0.5131	0.7608	0.5131	0.7163
0.4279	8.0870	558	0.5150	0.7583	0.5150	0.7176
0.4279	8.1159	560	0.5191	0.7557	0.5191	0.7205
0.4279	8.1449	562	0.5271	0.7591	0.5271	0.7260
0.4279	8.1739	564	0.5348	0.7639	0.5348	0.7313
0.4279	8.2029	566	0.5319	0.7625	0.5319	0.7293
0.4279	8.2319	568	0.5198	0.7596	0.5198	0.7210
0.4279	8.2609	570	0.5135	0.7499	0.5135	0.7166
0.4279	8.2899	572	0.5108	0.7617	0.5108	0.7147
0.4279	8.3188	574	0.5109	0.7696	0.5109	0.7147
0.4279	8.3478	576	0.5146	0.7627	0.5146	0.7174
0.4279	8.3768	578	0.5159	0.7627	0.5159	0.7183
0.4279	8.4058	580	0.5158	0.7589	0.5158	0.7182
0.4279	8.4348	582	0.5184	0.7589	0.5184	0.7200
0.4279	8.4638	584	0.5238	0.7598	0.5238	0.7237
0.4279	8.4928	586	0.5277	0.7506	0.5277	0.7264
0.4279	8.5217	588	0.5310	0.7564	0.5310	0.7287
0.4279	8.5507	590	0.5298	0.7488	0.5298	0.7279
0.4279	8.5797	592	0.5245	0.7579	0.5245	0.7242
0.4279	8.6087	594	0.5206	0.7608	0.5206	0.7215
0.4279	8.6377	596	0.5183	0.7695	0.5183	0.7199
0.4279	8.6667	598	0.5178	0.7695	0.5178	0.7196
0.4279	8.6957	600	0.5181	0.7768	0.5181	0.7198
0.4279	8.7246	602	0.5191	0.7667	0.5191	0.7205
0.4279	8.7536	604	0.5172	0.7768	0.5172	0.7192
0.4279	8.7826	606	0.5163	0.7695	0.5163	0.7186
0.4279	8.8116	608	0.5177	0.7652	0.5177	0.7195
0.4279	8.8406	610	0.5185	0.7628	0.5185	0.7201
0.4279	8.8696	612	0.5184	0.7681	0.5184	0.7200
0.4279	8.8986	614	0.5195	0.7657	0.5195	0.7207
0.4279	8.9275	616	0.5205	0.7615	0.5205	0.7215
0.4279	8.9565	618	0.5218	0.7615	0.5218	0.7224
0.4279	8.9855	620	0.5240	0.7610	0.5240	0.7238
0.4279	9.0145	622	0.5286	0.7522	0.5286	0.7270
0.4279	9.0435	624	0.5314	0.7550	0.5314	0.7289
0.4279	9.0725	626	0.5360	0.7622	0.5360	0.7321
0.4279	9.1014	628	0.5421	0.7673	0.5421	0.7363
0.4279	9.1304	630	0.5468	0.7710	0.5468	0.7394
0.4279	9.1594	632	0.5477	0.7710	0.5477	0.7400
0.4279	9.1884	634	0.5463	0.7710	0.5463	0.7391
0.4279	9.2174	636	0.5407	0.7598	0.5407	0.7353
0.4279	9.2464	638	0.5326	0.7544	0.5326	0.7298
0.4279	9.2754	640	0.5277	0.7588	0.5277	0.7265
0.4279	9.3043	642	0.5249	0.7588	0.5249	0.7245
0.4279	9.3333	644	0.5245	0.7588	0.5245	0.7242
0.4279	9.3623	646	0.5249	0.7544	0.5249	0.7245
0.4279	9.3913	648	0.5229	0.7588	0.5229	0.7231
0.4279	9.4203	650	0.5205	0.7680	0.5205	0.7214
0.4279	9.4493	652	0.5184	0.7622	0.5184	0.7200
0.4279	9.4783	654	0.5158	0.7622	0.5158	0.7182
0.4279	9.5072	656	0.5148	0.7622	0.5148	0.7175
0.4279	9.5362	658	0.5152	0.7622	0.5152	0.7178
0.4279	9.5652	660	0.5160	0.7622	0.5160	0.7184
0.4279	9.5942	662	0.5180	0.7680	0.5180	0.7197
0.4279	9.6232	664	0.5193	0.7719	0.5193	0.7206
0.4279	9.6522	666	0.5199	0.7650	0.5199	0.7210
0.4279	9.6812	668	0.5193	0.7675	0.5193	0.7206
0.4279	9.7101	670	0.5180	0.7719	0.5180	0.7197
0.4279	9.7391	672	0.5173	0.7680	0.5173	0.7192
0.4279	9.7681	674	0.5161	0.7680	0.5161	0.7184
0.4279	9.7971	676	0.5157	0.7622	0.5157	0.7181
0.4279	9.8261	678	0.5156	0.7622	0.5156	0.7181
0.4279	9.8551	680	0.5156	0.7622	0.5156	0.7180
0.4279	9.8841	682	0.5157	0.7680	0.5157	0.7181
0.4279	9.9130	684	0.5158	0.7680	0.5158	0.7182
0.4279	9.9420	686	0.5158	0.7680	0.5158	0.7182
0.4279	9.9710	688	0.5158	0.7680	0.5158	0.7182
0.4279	10.0	690	0.5158	0.7680	0.5158	0.7182

Framework versions

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