ArabicNewSplits6_WithDuplicationsForScore5_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: 0.7989
• Qwk: 0.4910
• Mse: 0.7989
• Rmse: 0.8938

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	0.0222	2	4.1561	-0.0169	4.1561	2.0386
No log	0.0444	4	2.4877	0.0377	2.4877	1.5772
No log	0.0667	6	1.8482	-0.1031	1.8482	1.3595
No log	0.0889	8	1.1911	-0.0248	1.1911	1.0914
No log	0.1111	10	1.0466	-0.0917	1.0466	1.0230
No log	0.1333	12	0.7681	0.1498	0.7681	0.8764
No log	0.1556	14	0.7174	0.1737	0.7174	0.8470
No log	0.1778	16	0.7366	0.1254	0.7366	0.8583
No log	0.2	18	0.7255	0.1862	0.7255	0.8517
No log	0.2222	20	0.6765	0.2333	0.6765	0.8225
No log	0.2444	22	0.6574	0.1745	0.6574	0.8108
No log	0.2667	24	0.6566	0.2378	0.6566	0.8103
No log	0.2889	26	0.6349	0.2510	0.6349	0.7968
No log	0.3111	28	0.6136	0.3273	0.6136	0.7833
No log	0.3333	30	0.7225	0.2137	0.7225	0.8500
No log	0.3556	32	0.7475	0.2059	0.7475	0.8646
No log	0.3778	34	0.7780	0.2584	0.7780	0.8820
No log	0.4	36	0.5985	0.4343	0.5985	0.7736
No log	0.4222	38	0.5673	0.4309	0.5673	0.7532
No log	0.4444	40	0.5797	0.5189	0.5797	0.7614
No log	0.4667	42	0.9433	0.2564	0.9433	0.9713
No log	0.4889	44	1.2844	0.2133	1.2844	1.1333
No log	0.5111	46	1.0288	0.2812	1.0288	1.0143
No log	0.5333	48	0.6112	0.5246	0.6112	0.7818
No log	0.5556	50	0.6386	0.4561	0.6386	0.7991
No log	0.5778	52	0.6398	0.4994	0.6398	0.7999
No log	0.6	54	0.5713	0.5021	0.5713	0.7559
No log	0.6222	56	0.5551	0.4502	0.5551	0.7451
No log	0.6444	58	0.5468	0.4260	0.5468	0.7395
No log	0.6667	60	0.6442	0.4219	0.6442	0.8026
No log	0.6889	62	0.9537	0.4221	0.9537	0.9766
No log	0.7111	64	0.9702	0.4207	0.9702	0.9850
No log	0.7333	66	0.7247	0.4938	0.7247	0.8513
No log	0.7556	68	0.6178	0.5540	0.6178	0.7860
No log	0.7778	70	0.7162	0.5527	0.7162	0.8463
No log	0.8	72	0.6576	0.5373	0.6576	0.8109
No log	0.8222	74	0.6501	0.5785	0.6501	0.8063
No log	0.8444	76	0.6789	0.5671	0.6789	0.8240
No log	0.8667	78	0.7223	0.4980	0.7223	0.8499
No log	0.8889	80	0.6618	0.5212	0.6618	0.8135
No log	0.9111	82	0.6689	0.5486	0.6689	0.8178
No log	0.9333	84	0.7280	0.4892	0.7280	0.8533
No log	0.9556	86	0.7646	0.5379	0.7646	0.8744
No log	0.9778	88	0.8129	0.5299	0.8129	0.9016
No log	1.0	90	0.8464	0.5218	0.8464	0.9200
No log	1.0222	92	0.9818	0.4898	0.9818	0.9908
No log	1.0444	94	1.3387	0.4131	1.3387	1.1570
No log	1.0667	96	1.4338	0.3696	1.4338	1.1974
No log	1.0889	98	1.1103	0.4250	1.1103	1.0537
No log	1.1111	100	0.7739	0.4671	0.7739	0.8797
No log	1.1333	102	0.7528	0.5223	0.7528	0.8676
No log	1.1556	104	0.7827	0.4883	0.7827	0.8847
No log	1.1778	106	1.0703	0.4566	1.0703	1.0345
No log	1.2	108	1.2621	0.3963	1.2621	1.1234
No log	1.2222	110	1.0241	0.4329	1.0241	1.0120
No log	1.2444	112	0.8291	0.4651	0.8291	0.9106
No log	1.2667	114	0.7850	0.4517	0.7850	0.8860
No log	1.2889	116	0.7801	0.4239	0.7801	0.8832
No log	1.3111	118	1.1776	0.3564	1.1776	1.0852
No log	1.3333	120	1.4764	0.3371	1.4764	1.2151
No log	1.3556	122	1.2058	0.3872	1.2058	1.0981
No log	1.3778	124	0.9176	0.4612	0.9176	0.9579
No log	1.4	126	0.9689	0.4185	0.9689	0.9843
No log	1.4222	128	1.0237	0.3149	1.0237	1.0118
No log	1.4444	130	0.8797	0.4178	0.8797	0.9379
No log	1.4667	132	0.8054	0.4870	0.8054	0.8974
No log	1.4889	134	0.9924	0.3918	0.9924	0.9962
No log	1.5111	136	1.2293	0.3729	1.2293	1.1087
No log	1.5333	138	1.1666	0.3758	1.1666	1.0801
No log	1.5556	140	0.9157	0.4544	0.9157	0.9569
No log	1.5778	142	0.8300	0.4539	0.8300	0.9110
No log	1.6	144	0.8154	0.4752	0.8154	0.9030
No log	1.6222	146	0.8793	0.4662	0.8793	0.9377
No log	1.6444	148	0.9572	0.4918	0.9572	0.9784
No log	1.6667	150	0.9098	0.4720	0.9098	0.9539
No log	1.6889	152	0.7892	0.4742	0.7892	0.8884
No log	1.7111	154	0.7679	0.4501	0.7679	0.8763
No log	1.7333	156	0.7532	0.4383	0.7532	0.8679
No log	1.7556	158	0.7524	0.4842	0.7524	0.8674
No log	1.7778	160	0.7670	0.5129	0.7670	0.8758
No log	1.8	162	0.7708	0.5182	0.7708	0.8780
No log	1.8222	164	0.7448	0.4927	0.7448	0.8630
No log	1.8444	166	0.7234	0.5006	0.7234	0.8505
No log	1.8667	168	0.7295	0.5081	0.7295	0.8541
No log	1.8889	170	0.7592	0.5205	0.7592	0.8713
No log	1.9111	172	0.7381	0.5081	0.7381	0.8591
No log	1.9333	174	0.7735	0.4810	0.7735	0.8795
No log	1.9556	176	0.9005	0.4521	0.9005	0.9490
No log	1.9778	178	0.9585	0.4511	0.9585	0.9790
No log	2.0	180	0.8833	0.4297	0.8833	0.9399
No log	2.0222	182	0.8964	0.4518	0.8964	0.9468
No log	2.0444	184	0.9696	0.4486	0.9696	0.9847
No log	2.0667	186	1.0627	0.3710	1.0627	1.0309
No log	2.0889	188	0.9986	0.3828	0.9986	0.9993
No log	2.1111	190	0.9274	0.4589	0.9274	0.9630
No log	2.1333	192	0.9010	0.4049	0.9010	0.9492
No log	2.1556	194	0.8487	0.4165	0.8487	0.9213
No log	2.1778	196	0.8116	0.4218	0.8116	0.9009
No log	2.2	198	0.8858	0.4193	0.8858	0.9411
No log	2.2222	200	1.0893	0.3834	1.0893	1.0437
No log	2.2444	202	1.0204	0.4041	1.0204	1.0101
No log	2.2667	204	0.8857	0.4370	0.8857	0.9411
No log	2.2889	206	0.7480	0.5	0.7480	0.8648
No log	2.3111	208	0.7296	0.5335	0.7296	0.8542
No log	2.3333	210	0.7403	0.4812	0.7403	0.8604
No log	2.3556	212	0.7860	0.5112	0.7860	0.8866
No log	2.3778	214	0.9028	0.4841	0.9028	0.9502
No log	2.4	216	0.9352	0.4889	0.9352	0.9670
No log	2.4222	218	0.8599	0.5087	0.8599	0.9273
No log	2.4444	220	0.8190	0.5199	0.8190	0.9050
No log	2.4667	222	0.8224	0.5211	0.8224	0.9069
No log	2.4889	224	0.8764	0.5271	0.8764	0.9361
No log	2.5111	226	0.9764	0.4648	0.9764	0.9881
No log	2.5333	228	1.0024	0.4637	1.0024	1.0012
No log	2.5556	230	0.8655	0.5091	0.8655	0.9303
No log	2.5778	232	0.7878	0.5066	0.7878	0.8876
No log	2.6	234	0.7484	0.4995	0.7484	0.8651
No log	2.6222	236	0.7393	0.4831	0.7393	0.8599
No log	2.6444	238	0.7534	0.5143	0.7534	0.8680
No log	2.6667	240	0.8390	0.4704	0.8390	0.9160
No log	2.6889	242	0.8354	0.4670	0.8354	0.9140
No log	2.7111	244	0.7853	0.4764	0.7853	0.8861
No log	2.7333	246	0.7648	0.4989	0.7648	0.8745
No log	2.7556	248	0.7692	0.5021	0.7692	0.8770
No log	2.7778	250	0.8186	0.5234	0.8186	0.9047
No log	2.8	252	0.8576	0.5086	0.8576	0.9261
No log	2.8222	254	0.9266	0.4916	0.9266	0.9626
No log	2.8444	256	0.9697	0.4724	0.9697	0.9848
No log	2.8667	258	0.9359	0.4987	0.9359	0.9674
No log	2.8889	260	0.9411	0.4896	0.9411	0.9701
No log	2.9111	262	0.8801	0.4931	0.8801	0.9381
No log	2.9333	264	0.7761	0.4692	0.7761	0.8810
No log	2.9556	266	0.7312	0.4915	0.7312	0.8551
No log	2.9778	268	0.7474	0.5433	0.7474	0.8645
No log	3.0	270	0.7921	0.5258	0.7921	0.8900
No log	3.0222	272	0.9266	0.4465	0.9266	0.9626
No log	3.0444	274	1.0924	0.4574	1.0924	1.0452
No log	3.0667	276	1.2120	0.4504	1.2120	1.1009
No log	3.0889	278	1.3489	0.4363	1.3489	1.1614
No log	3.1111	280	1.3528	0.4351	1.3528	1.1631
No log	3.1333	282	1.3361	0.4339	1.3361	1.1559
No log	3.1556	284	1.1687	0.4666	1.1687	1.0811
No log	3.1778	286	0.9685	0.4685	0.9685	0.9841
No log	3.2	288	0.8676	0.4709	0.8676	0.9315
No log	3.2222	290	0.8597	0.4884	0.8597	0.9272
No log	3.2444	292	0.8656	0.4810	0.8656	0.9304
No log	3.2667	294	0.8907	0.4613	0.8907	0.9438
No log	3.2889	296	0.8854	0.4956	0.8854	0.9409
No log	3.3111	298	0.9331	0.4922	0.9331	0.9660
No log	3.3333	300	1.1371	0.4663	1.1371	1.0663
No log	3.3556	302	1.2895	0.4291	1.2895	1.1356
No log	3.3778	304	1.1781	0.4495	1.1781	1.0854
No log	3.4	306	0.9732	0.4851	0.9732	0.9865
No log	3.4222	308	0.8370	0.5098	0.8370	0.9149
No log	3.4444	310	0.8118	0.5082	0.8118	0.9010
No log	3.4667	312	0.8103	0.5100	0.8103	0.9002
No log	3.4889	314	0.8181	0.4696	0.8181	0.9045
No log	3.5111	316	0.8597	0.4990	0.8597	0.9272
No log	3.5333	318	0.9211	0.4916	0.9211	0.9598
No log	3.5556	320	0.8983	0.4719	0.8983	0.9478
No log	3.5778	322	0.8546	0.5	0.8546	0.9245
No log	3.6	324	0.8524	0.5067	0.8524	0.9232
No log	3.6222	326	0.8372	0.5067	0.8372	0.9150
No log	3.6444	328	0.7894	0.5074	0.7894	0.8885
No log	3.6667	330	0.7498	0.5224	0.7498	0.8659
No log	3.6889	332	0.7246	0.5274	0.7246	0.8512
No log	3.7111	334	0.7094	0.5164	0.7094	0.8422
No log	3.7333	336	0.7013	0.5269	0.7013	0.8374
No log	3.7556	338	0.7222	0.5286	0.7222	0.8498
No log	3.7778	340	0.7296	0.5095	0.7296	0.8542
No log	3.8	342	0.7298	0.5095	0.7298	0.8543
No log	3.8222	344	0.7574	0.5190	0.7574	0.8703
No log	3.8444	346	0.9015	0.5291	0.9015	0.9495
No log	3.8667	348	0.9771	0.4659	0.9771	0.9885
No log	3.8889	350	0.9198	0.4986	0.9198	0.9591
No log	3.9111	352	0.8383	0.5422	0.8383	0.9156
No log	3.9333	354	0.8344	0.5348	0.8344	0.9135
No log	3.9556	356	0.8691	0.5289	0.8691	0.9323
No log	3.9778	358	0.9426	0.5184	0.9426	0.9709
No log	4.0	360	0.9395	0.5311	0.9395	0.9693
No log	4.0222	362	0.9426	0.5292	0.9426	0.9709
No log	4.0444	364	0.9073	0.5145	0.9073	0.9525
No log	4.0667	366	0.8810	0.5077	0.8810	0.9386
No log	4.0889	368	0.8110	0.5311	0.8110	0.9005
No log	4.1111	370	0.7783	0.5251	0.7783	0.8822
No log	4.1333	372	0.7354	0.5314	0.7354	0.8575
No log	4.1556	374	0.7548	0.4899	0.7548	0.8688
No log	4.1778	376	0.7506	0.5125	0.7506	0.8664
No log	4.2	378	0.7777	0.5122	0.7777	0.8819
No log	4.2222	380	0.7895	0.4842	0.7895	0.8885
No log	4.2444	382	0.7291	0.5110	0.7291	0.8539
No log	4.2667	384	0.7048	0.5270	0.7048	0.8396
No log	4.2889	386	0.7145	0.5270	0.7145	0.8453
No log	4.3111	388	0.7332	0.5341	0.7332	0.8562
No log	4.3333	390	0.7978	0.5355	0.7978	0.8932
No log	4.3556	392	0.8599	0.4911	0.8599	0.9273
No log	4.3778	394	0.8531	0.5243	0.8531	0.9236
No log	4.4	396	0.8448	0.5262	0.8448	0.9191
No log	4.4222	398	0.8108	0.5551	0.8108	0.9004
No log	4.4444	400	0.7687	0.5327	0.7687	0.8767
No log	4.4667	402	0.7336	0.5534	0.7336	0.8565
No log	4.4889	404	0.7265	0.4571	0.7265	0.8524
No log	4.5111	406	0.7834	0.4533	0.7834	0.8851
No log	4.5333	408	0.8251	0.4161	0.8251	0.9083
No log	4.5556	410	0.8612	0.4182	0.8612	0.9280
No log	4.5778	412	0.9396	0.4358	0.9396	0.9693
No log	4.6	414	0.9108	0.4316	0.9108	0.9544
No log	4.6222	416	0.8506	0.4871	0.8506	0.9223
No log	4.6444	418	0.8285	0.4852	0.8285	0.9102
No log	4.6667	420	0.8422	0.5180	0.8422	0.9177
No log	4.6889	422	0.8458	0.4995	0.8458	0.9197
No log	4.7111	424	0.8369	0.5263	0.8369	0.9148
No log	4.7333	426	0.8627	0.5339	0.8627	0.9288
No log	4.7556	428	0.9007	0.4925	0.9007	0.9490
No log	4.7778	430	0.9035	0.4818	0.9035	0.9506
No log	4.8	432	0.8603	0.4778	0.8603	0.9275
No log	4.8222	434	0.7776	0.5266	0.7776	0.8818
No log	4.8444	436	0.7289	0.5260	0.7289	0.8538
No log	4.8667	438	0.7252	0.5113	0.7252	0.8516
No log	4.8889	440	0.7633	0.5127	0.7633	0.8737
No log	4.9111	442	0.8101	0.5064	0.8101	0.9001
No log	4.9333	444	0.8210	0.4957	0.8210	0.9061
No log	4.9556	446	0.7849	0.5099	0.7849	0.8860
No log	4.9778	448	0.7609	0.5385	0.7609	0.8723
No log	5.0	450	0.7745	0.5208	0.7745	0.8800
No log	5.0222	452	0.7959	0.5135	0.7959	0.8921
No log	5.0444	454	0.8124	0.5284	0.8124	0.9013
No log	5.0667	456	0.8674	0.5034	0.8674	0.9313
No log	5.0889	458	0.9619	0.5235	0.9619	0.9808
No log	5.1111	460	0.9920	0.5215	0.9920	0.9960
No log	5.1333	462	0.9377	0.4867	0.9377	0.9683
No log	5.1556	464	0.8386	0.4938	0.8386	0.9158
No log	5.1778	466	0.7549	0.5211	0.7549	0.8689
No log	5.2	468	0.7166	0.5211	0.7166	0.8465
No log	5.2222	470	0.7015	0.5211	0.7015	0.8376
No log	5.2444	472	0.7047	0.5106	0.7047	0.8395
No log	5.2667	474	0.7468	0.5352	0.7468	0.8642
No log	5.2889	476	0.8503	0.5136	0.8503	0.9221
No log	5.3111	478	0.9470	0.5111	0.9470	0.9732
No log	5.3333	480	1.0153	0.5148	1.0153	1.0076
No log	5.3556	482	1.0119	0.5087	1.0119	1.0059
No log	5.3778	484	0.9521	0.5140	0.9521	0.9758
No log	5.4	486	0.8950	0.5065	0.8950	0.9460
No log	5.4222	488	0.8778	0.5135	0.8778	0.9369
No log	5.4444	490	0.8623	0.5135	0.8623	0.9286
No log	5.4667	492	0.8736	0.5191	0.8736	0.9347
No log	5.4889	494	0.8929	0.5133	0.8929	0.9450
No log	5.5111	496	0.8718	0.5150	0.8718	0.9337
No log	5.5333	498	0.8740	0.5193	0.8740	0.9349
0.426	5.5556	500	0.8907	0.5335	0.8907	0.9438
0.426	5.5778	502	0.8753	0.5311	0.8753	0.9356
0.426	5.6	504	0.8512	0.5281	0.8512	0.9226
0.426	5.6222	506	0.8250	0.5208	0.8250	0.9083
0.426	5.6444	508	0.8139	0.5098	0.8139	0.9021
0.426	5.6667	510	0.8145	0.5292	0.8145	0.9025
0.426	5.6889	512	0.8297	0.5208	0.8297	0.9109
0.426	5.7111	514	0.8691	0.4988	0.8691	0.9322
0.426	5.7333	516	0.9718	0.5004	0.9718	0.9858
0.426	5.7556	518	1.0482	0.5134	1.0482	1.0238
0.426	5.7778	520	1.0792	0.4996	1.0792	1.0388
0.426	5.8	522	1.0703	0.5058	1.0703	1.0346
0.426	5.8222	524	1.0044	0.5210	1.0044	1.0022
0.426	5.8444	526	0.9079	0.4930	0.9079	0.9528
0.426	5.8667	528	0.8471	0.5093	0.8471	0.9204
0.426	5.8889	530	0.8278	0.5274	0.8278	0.9099
0.426	5.9111	532	0.8462	0.5116	0.8462	0.9199
0.426	5.9333	534	0.9077	0.4890	0.9077	0.9528
0.426	5.9556	536	0.9750	0.5223	0.9750	0.9874
0.426	5.9778	538	1.0029	0.5159	1.0029	1.0014
0.426	6.0	540	1.0253	0.4943	1.0253	1.0126
0.426	6.0222	542	1.0454	0.4925	1.0454	1.0224
0.426	6.0444	544	1.0387	0.4925	1.0387	1.0192
0.426	6.0667	546	0.9971	0.5096	0.9971	0.9986
0.426	6.0889	548	0.9689	0.5054	0.9689	0.9843
0.426	6.1111	550	0.8956	0.5125	0.8956	0.9464
0.426	6.1333	552	0.8620	0.5174	0.8620	0.9284
0.426	6.1556	554	0.8787	0.5103	0.8787	0.9374
0.426	6.1778	556	0.8896	0.5103	0.8896	0.9432
0.426	6.2	558	0.8640	0.5055	0.8640	0.9295
0.426	6.2222	560	0.8487	0.5188	0.8487	0.9212
0.426	6.2444	562	0.8588	0.5250	0.8588	0.9267
0.426	6.2667	564	0.8710	0.5050	0.8710	0.9333
0.426	6.2889	566	0.8993	0.5045	0.8993	0.9483
0.426	6.3111	568	0.9322	0.4973	0.9322	0.9655
0.426	6.3333	570	0.9048	0.5104	0.9048	0.9512
0.426	6.3556	572	0.8769	0.5041	0.8769	0.9364
0.426	6.3778	574	0.8569	0.5002	0.8569	0.9257
0.426	6.4	576	0.8821	0.4946	0.8821	0.9392
0.426	6.4222	578	0.8831	0.4979	0.8831	0.9398
0.426	6.4444	580	0.8526	0.5095	0.8526	0.9234
0.426	6.4667	582	0.7952	0.5113	0.7952	0.8917
0.426	6.4889	584	0.7656	0.5076	0.7656	0.8750
0.426	6.5111	586	0.7705	0.5105	0.7705	0.8778
0.426	6.5333	588	0.7876	0.5109	0.7876	0.8875
0.426	6.5556	590	0.8182	0.5075	0.8182	0.9045
0.426	6.5778	592	0.8547	0.5049	0.8547	0.9245
0.426	6.6	594	0.9009	0.4888	0.9009	0.9492
0.426	6.6222	596	0.9161	0.4854	0.9161	0.9571
0.426	6.6444	598	0.8728	0.5040	0.8728	0.9342
0.426	6.6667	600	0.8383	0.5276	0.8383	0.9156
0.426	6.6889	602	0.7878	0.5189	0.7878	0.8876
0.426	6.7111	604	0.7528	0.5414	0.7528	0.8677
0.426	6.7333	606	0.7557	0.5481	0.7557	0.8693
0.426	6.7556	608	0.7719	0.5336	0.7719	0.8786
0.426	6.7778	610	0.7961	0.5260	0.7961	0.8922
0.426	6.8	612	0.8493	0.5128	0.8493	0.9216
0.426	6.8222	614	0.9201	0.4986	0.9201	0.9592
0.426	6.8444	616	0.9961	0.4510	0.9961	0.9981
0.426	6.8667	618	1.0084	0.4452	1.0084	1.0042
0.426	6.8889	620	0.9803	0.4898	0.9803	0.9901
0.426	6.9111	622	0.9585	0.4854	0.9585	0.9790
0.426	6.9333	624	0.8924	0.5047	0.8924	0.9447
0.426	6.9556	626	0.8430	0.5188	0.8430	0.9181
0.426	6.9778	628	0.8100	0.5215	0.8100	0.9000
0.426	7.0	630	0.7669	0.5317	0.7669	0.8757
0.426	7.0222	632	0.7362	0.5410	0.7362	0.8580
0.426	7.0444	634	0.7223	0.5563	0.7223	0.8499
0.426	7.0667	636	0.7250	0.5335	0.7250	0.8514
0.426	7.0889	638	0.7445	0.5266	0.7445	0.8629
0.426	7.1111	640	0.7690	0.5298	0.7690	0.8769
0.426	7.1333	642	0.8007	0.5005	0.8007	0.8948
0.426	7.1556	644	0.8350	0.5078	0.8350	0.9138
0.426	7.1778	646	0.8622	0.5062	0.8622	0.9285
0.426	7.2	648	0.8712	0.5062	0.8712	0.9334
0.426	7.2222	650	0.8460	0.5078	0.8460	0.9198
0.426	7.2444	652	0.8099	0.5187	0.8099	0.9000
0.426	7.2667	654	0.7599	0.5419	0.7599	0.8717
0.426	7.2889	656	0.7353	0.5330	0.7353	0.8575
0.426	7.3111	658	0.7272	0.5276	0.7272	0.8527
0.426	7.3333	660	0.7343	0.5358	0.7343	0.8569
0.426	7.3556	662	0.7696	0.5196	0.7696	0.8773
0.426	7.3778	664	0.8244	0.5179	0.8244	0.9080
0.426	7.4	666	0.8754	0.5148	0.8754	0.9356
0.426	7.4222	668	0.8861	0.5089	0.8861	0.9413
0.426	7.4444	670	0.8639	0.5125	0.8639	0.9295
0.426	7.4667	672	0.8289	0.5178	0.8289	0.9104
0.426	7.4889	674	0.8157	0.5323	0.8157	0.9031
0.426	7.5111	676	0.8225	0.4956	0.8225	0.9069
0.426	7.5333	678	0.8550	0.5167	0.8550	0.9246
0.426	7.5556	680	0.8766	0.5095	0.8766	0.9363
0.426	7.5778	682	0.8676	0.5167	0.8676	0.9315
0.426	7.6	684	0.8241	0.5025	0.8241	0.9078
0.426	7.6222	686	0.7969	0.5074	0.7969	0.8927
0.426	7.6444	688	0.7821	0.5005	0.7821	0.8844
0.426	7.6667	690	0.7707	0.5074	0.7707	0.8779
0.426	7.6889	692	0.7686	0.5074	0.7686	0.8767
0.426	7.7111	694	0.7532	0.5029	0.7532	0.8678
0.426	7.7333	696	0.7330	0.5182	0.7330	0.8561
0.426	7.7556	698	0.7155	0.5336	0.7155	0.8459
0.426	7.7778	700	0.7186	0.5336	0.7186	0.8477
0.426	7.8	702	0.7318	0.5336	0.7318	0.8554
0.426	7.8222	704	0.7417	0.5214	0.7417	0.8612
0.426	7.8444	706	0.7589	0.5070	0.7589	0.8711
0.426	7.8667	708	0.7878	0.5206	0.7878	0.8876
0.426	7.8889	710	0.8297	0.5048	0.8297	0.9109
0.426	7.9111	712	0.8478	0.4976	0.8478	0.9207
0.426	7.9333	714	0.8464	0.4976	0.8464	0.9200
0.426	7.9556	716	0.8302	0.4990	0.8302	0.9112
0.426	7.9778	718	0.8327	0.4983	0.8327	0.9125
0.426	8.0	720	0.8295	0.4983	0.8295	0.9108
0.426	8.0222	722	0.8133	0.5106	0.8133	0.9018
0.426	8.0444	724	0.8016	0.4915	0.8016	0.8953
0.426	8.0667	726	0.8040	0.4759	0.8040	0.8967
0.426	8.0889	728	0.7997	0.4864	0.7997	0.8943
0.426	8.1111	730	0.7839	0.4864	0.7839	0.8854
0.426	8.1333	732	0.7695	0.4699	0.7695	0.8772
0.426	8.1556	734	0.7706	0.5026	0.7706	0.8778
0.426	8.1778	736	0.7621	0.4981	0.7621	0.8730
0.426	8.2	738	0.7450	0.4936	0.7450	0.8632
0.426	8.2222	740	0.7363	0.5137	0.7363	0.8581
0.426	8.2444	742	0.7353	0.5206	0.7353	0.8575
0.426	8.2667	744	0.7325	0.5206	0.7325	0.8558
0.426	8.2889	746	0.7335	0.5286	0.7335	0.8565
0.426	8.3111	748	0.7298	0.5061	0.7298	0.8543
0.426	8.3333	750	0.7339	0.5061	0.7339	0.8567
0.426	8.3556	752	0.7431	0.5099	0.7431	0.8620
0.426	8.3778	754	0.7578	0.5206	0.7578	0.8705
0.426	8.4	756	0.7695	0.4936	0.7695	0.8772
0.426	8.4222	758	0.7806	0.5165	0.7806	0.8835
0.426	8.4444	760	0.7761	0.5219	0.7761	0.8810
0.426	8.4667	762	0.7756	0.5208	0.7756	0.8807
0.426	8.4889	764	0.7632	0.5219	0.7632	0.8736
0.426	8.5111	766	0.7637	0.5257	0.7637	0.8739
0.426	8.5333	768	0.7773	0.5354	0.7773	0.8817
0.426	8.5556	770	0.7771	0.5422	0.7771	0.8815
0.426	8.5778	772	0.7673	0.5208	0.7673	0.8759
0.426	8.6	774	0.7564	0.5165	0.7564	0.8697
0.426	8.6222	776	0.7493	0.4989	0.7493	0.8656
0.426	8.6444	778	0.7527	0.4989	0.7527	0.8676
0.426	8.6667	780	0.7596	0.4989	0.7596	0.8716
0.426	8.6889	782	0.7676	0.4989	0.7676	0.8761
0.426	8.7111	784	0.7737	0.4936	0.7737	0.8796
0.426	8.7333	786	0.7821	0.4990	0.7821	0.8844
0.426	8.7556	788	0.7909	0.4990	0.7909	0.8894
0.426	8.7778	790	0.7969	0.5064	0.7969	0.8927
0.426	8.8	792	0.7925	0.5064	0.7925	0.8902
0.426	8.8222	794	0.7823	0.5013	0.7823	0.8845
0.426	8.8444	796	0.7842	0.5013	0.7842	0.8856
0.426	8.8667	798	0.7919	0.5013	0.7919	0.8899
0.426	8.8889	800	0.7926	0.5005	0.7926	0.8903
0.426	8.9111	802	0.8022	0.5049	0.8022	0.8957
0.426	8.9333	804	0.8136	0.5017	0.8136	0.9020
0.426	8.9556	806	0.8176	0.4954	0.8176	0.9042
0.426	8.9778	808	0.8124	0.5010	0.8124	0.9013
0.426	9.0	810	0.8072	0.4895	0.8072	0.8985
0.426	9.0222	812	0.7927	0.4974	0.7927	0.8903
0.426	9.0444	814	0.7736	0.5171	0.7736	0.8795
0.426	9.0667	816	0.7599	0.5180	0.7599	0.8717
0.426	9.0889	818	0.7535	0.5175	0.7535	0.8681
0.426	9.1111	820	0.7522	0.5175	0.7522	0.8673
0.426	9.1333	822	0.7542	0.5175	0.7542	0.8685
0.426	9.1556	824	0.7583	0.5175	0.7583	0.8708
0.426	9.1778	826	0.7656	0.5105	0.7656	0.8750
0.426	9.2	828	0.7773	0.5096	0.7773	0.8816
0.426	9.2222	830	0.7910	0.5010	0.7910	0.8894
0.426	9.2444	832	0.7997	0.4937	0.7997	0.8943
0.426	9.2667	834	0.8031	0.4937	0.8031	0.8961
0.426	9.2889	836	0.8037	0.4937	0.8037	0.8965
0.426	9.3111	838	0.8063	0.4937	0.8063	0.8979
0.426	9.3333	840	0.8061	0.4937	0.8061	0.8978
0.426	9.3556	842	0.8080	0.4937	0.8080	0.8989
0.426	9.3778	844	0.8067	0.4937	0.8067	0.8982
0.426	9.4	846	0.8016	0.4944	0.8016	0.8953
0.426	9.4222	848	0.7935	0.4944	0.7935	0.8908
0.426	9.4444	850	0.7862	0.4944	0.7862	0.8867
0.426	9.4667	852	0.7851	0.4944	0.7851	0.8861
0.426	9.4889	854	0.7871	0.4944	0.7871	0.8872
0.426	9.5111	856	0.7894	0.4944	0.7894	0.8885
0.426	9.5333	858	0.7889	0.4944	0.7889	0.8882
0.426	9.5556	860	0.7909	0.4944	0.7909	0.8893
0.426	9.5778	862	0.7909	0.4944	0.7909	0.8893
0.426	9.6	864	0.7900	0.4952	0.7900	0.8888
0.426	9.6222	866	0.7884	0.4952	0.7884	0.8879
0.426	9.6444	868	0.7891	0.4952	0.7891	0.8883
0.426	9.6667	870	0.7867	0.5083	0.7867	0.8870
0.426	9.6889	872	0.7842	0.5033	0.7842	0.8855
0.426	9.7111	874	0.7856	0.4910	0.7856	0.8863
0.426	9.7333	876	0.7883	0.4910	0.7883	0.8879
0.426	9.7556	878	0.7900	0.4910	0.7900	0.8888
0.426	9.7778	880	0.7905	0.4910	0.7905	0.8891
0.426	9.8	882	0.7908	0.4910	0.7908	0.8892
0.426	9.8222	884	0.7924	0.4910	0.7924	0.8901
0.426	9.8444	886	0.7941	0.4910	0.7941	0.8911
0.426	9.8667	888	0.7963	0.4910	0.7963	0.8923
0.426	9.8889	890	0.7973	0.4910	0.7973	0.8929
0.426	9.9111	892	0.7984	0.4910	0.7984	0.8935
0.426	9.9333	894	0.7988	0.4910	0.7988	0.8938
0.426	9.9556	896	0.7986	0.4910	0.7986	0.8937
0.426	9.9778	898	0.7987	0.4910	0.7987	0.8937
0.426	10.0	900	0.7989	0.4910	0.7989	0.8938

Framework versions

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