ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k18_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: 0.5991
• Qwk: 0.5599
• Mse: 0.5991
• Rmse: 0.7740

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	4.1357	-0.0271	4.1357	2.0336
No log	0.0444	4	2.3700	0.0206	2.3700	1.5395
No log	0.0667	6	2.3390	-0.0788	2.3390	1.5294
No log	0.0889	8	1.8665	-0.1104	1.8665	1.3662
No log	0.1111	10	1.7618	-0.1022	1.7618	1.3273
No log	0.1333	12	2.1546	-0.0779	2.1546	1.4679
No log	0.1556	14	2.6331	-0.0753	2.6331	1.6227
No log	0.1778	16	1.9692	-0.0230	1.9692	1.4033
No log	0.2	18	0.9931	0.0807	0.9931	0.9965
No log	0.2222	20	0.7719	0.0768	0.7719	0.8786
No log	0.2444	22	0.8299	-0.0190	0.8299	0.9110
No log	0.2667	24	0.8866	-0.0008	0.8866	0.9416
No log	0.2889	26	0.9001	-0.0117	0.9001	0.9487
No log	0.3111	28	0.9110	0.0254	0.9110	0.9545
No log	0.3333	30	0.8107	0.0583	0.8107	0.9004
No log	0.3556	32	0.7427	0.2214	0.7427	0.8618
No log	0.3778	34	0.7318	0.2093	0.7318	0.8554
No log	0.4	36	0.9378	-0.0216	0.9378	0.9684
No log	0.4222	38	1.0658	-0.0235	1.0658	1.0324
No log	0.4444	40	1.0765	0.0020	1.0765	1.0376
No log	0.4667	42	1.2225	0.0245	1.2225	1.1057
No log	0.4889	44	1.2464	0.0967	1.2464	1.1164
No log	0.5111	46	0.9562	0.0857	0.9562	0.9779
No log	0.5333	48	0.7210	0.3405	0.7210	0.8491
No log	0.5556	50	0.6621	0.2724	0.6621	0.8137
No log	0.5778	52	0.6741	0.2502	0.6741	0.8210
No log	0.6	54	0.8153	0.2475	0.8153	0.9029
No log	0.6222	56	0.8788	0.2293	0.8788	0.9374
No log	0.6444	58	0.9183	0.2616	0.9183	0.9583
No log	0.6667	60	1.1722	0.2286	1.1722	1.0827
No log	0.6889	62	1.3092	0.1863	1.3092	1.1442
No log	0.7111	64	1.3105	0.1937	1.3105	1.1448
No log	0.7333	66	1.1044	0.1901	1.1044	1.0509
No log	0.7556	68	0.9979	0.2030	0.9979	0.9990
No log	0.7778	70	1.2404	0.1362	1.2404	1.1137
No log	0.8	72	1.1175	0.1631	1.1175	1.0571
No log	0.8222	74	0.7504	0.2525	0.7504	0.8663
No log	0.8444	76	0.6821	0.3050	0.6821	0.8259
No log	0.8667	78	0.7972	0.2402	0.7972	0.8928
No log	0.8889	80	0.7814	0.2705	0.7814	0.8839
No log	0.9111	82	0.9912	0.2329	0.9912	0.9956
No log	0.9333	84	1.5463	0.2548	1.5463	1.2435
No log	0.9556	86	1.5609	0.2713	1.5609	1.2493
No log	0.9778	88	0.9548	0.3427	0.9548	0.9771
No log	1.0	90	0.7261	0.4683	0.7261	0.8521
No log	1.0222	92	0.7592	0.4655	0.7592	0.8713
No log	1.0444	94	0.7080	0.4662	0.7080	0.8414
No log	1.0667	96	0.7260	0.4570	0.7260	0.8521
No log	1.0889	98	0.9072	0.3654	0.9072	0.9525
No log	1.1111	100	1.1525	0.2848	1.1525	1.0736
No log	1.1333	102	1.0416	0.3052	1.0416	1.0206
No log	1.1556	104	0.7704	0.4129	0.7704	0.8777
No log	1.1778	106	0.6743	0.4747	0.6743	0.8211
No log	1.2	108	0.6411	0.4795	0.6411	0.8007
No log	1.2222	110	0.6597	0.4755	0.6597	0.8122
No log	1.2444	112	0.6550	0.4596	0.6550	0.8093
No log	1.2667	114	0.6303	0.4821	0.6303	0.7939
No log	1.2889	116	0.6195	0.5198	0.6195	0.7871
No log	1.3111	118	0.6332	0.5335	0.6332	0.7957
No log	1.3333	120	0.6809	0.4493	0.6809	0.8251
No log	1.3556	122	0.6741	0.4880	0.6741	0.8210
No log	1.3778	124	0.6471	0.5019	0.6471	0.8044
No log	1.4	126	0.6486	0.5020	0.6486	0.8054
No log	1.4222	128	0.6285	0.4751	0.6285	0.7928
No log	1.4444	130	0.6528	0.4333	0.6528	0.8080
No log	1.4667	132	0.6179	0.4419	0.6179	0.7861
No log	1.4889	134	0.5985	0.4676	0.5985	0.7736
No log	1.5111	136	0.6327	0.4723	0.6327	0.7954
No log	1.5333	138	0.6713	0.4783	0.6713	0.8193
No log	1.5556	140	0.7132	0.5156	0.7132	0.8445
No log	1.5778	142	0.7316	0.4989	0.7316	0.8553
No log	1.6	144	0.7361	0.5277	0.7361	0.8580
No log	1.6222	146	0.7244	0.5033	0.7244	0.8511
No log	1.6444	148	0.7237	0.4951	0.7237	0.8507
No log	1.6667	150	0.6845	0.5303	0.6845	0.8273
No log	1.6889	152	0.6714	0.4688	0.6714	0.8194
No log	1.7111	154	0.7362	0.4661	0.7362	0.8580
No log	1.7333	156	1.0398	0.3985	1.0398	1.0197
No log	1.7556	158	0.9616	0.3879	0.9616	0.9806
No log	1.7778	160	0.7306	0.4527	0.7306	0.8547
No log	1.8	162	0.6381	0.4711	0.6381	0.7988
No log	1.8222	164	0.6341	0.4780	0.6341	0.7963
No log	1.8444	166	0.6287	0.4305	0.6287	0.7929
No log	1.8667	168	0.7180	0.4575	0.7180	0.8473
No log	1.8889	170	0.8162	0.4516	0.8162	0.9034
No log	1.9111	172	0.9080	0.3881	0.9080	0.9529
No log	1.9333	174	0.8574	0.4254	0.8574	0.9259
No log	1.9556	176	0.7165	0.4678	0.7165	0.8465
No log	1.9778	178	0.6828	0.4495	0.6828	0.8263
No log	2.0	180	0.7099	0.4698	0.7099	0.8425
No log	2.0222	182	0.8752	0.4033	0.8752	0.9355
No log	2.0444	184	0.8319	0.4275	0.8319	0.9121
No log	2.0667	186	0.6767	0.4841	0.6767	0.8226
No log	2.0889	188	0.6680	0.3935	0.6680	0.8173
No log	2.1111	190	0.6783	0.4174	0.6783	0.8236
No log	2.1333	192	0.6971	0.4459	0.6971	0.8349
No log	2.1556	194	0.7530	0.4205	0.7530	0.8678
No log	2.1778	196	0.7320	0.4506	0.7320	0.8556
No log	2.2	198	0.6490	0.3773	0.6490	0.8056
No log	2.2222	200	0.6700	0.4133	0.6700	0.8185
No log	2.2444	202	0.6776	0.4449	0.6776	0.8232
No log	2.2667	204	0.6544	0.4344	0.6544	0.8090
No log	2.2889	206	0.7977	0.4666	0.7977	0.8932
No log	2.3111	208	1.0476	0.3566	1.0476	1.0235
No log	2.3333	210	1.0029	0.3712	1.0029	1.0014
No log	2.3556	212	0.7701	0.4208	0.7701	0.8776
No log	2.3778	214	0.6840	0.5103	0.6840	0.8270
No log	2.4	216	0.6639	0.5095	0.6639	0.8148
No log	2.4222	218	0.7229	0.4616	0.7229	0.8502
No log	2.4444	220	0.9353	0.3951	0.9353	0.9671
No log	2.4667	222	0.9737	0.3695	0.9737	0.9867
No log	2.4889	224	0.7951	0.4582	0.7951	0.8917
No log	2.5111	226	0.6748	0.4527	0.6748	0.8214
No log	2.5333	228	0.6514	0.5070	0.6514	0.8071
No log	2.5556	230	0.6596	0.5049	0.6596	0.8122
No log	2.5778	232	0.6591	0.4793	0.6591	0.8119
No log	2.6	234	0.7441	0.4770	0.7441	0.8626
No log	2.6222	236	0.7609	0.4654	0.7609	0.8723
No log	2.6444	238	0.6716	0.4945	0.6716	0.8195
No log	2.6667	240	0.6242	0.4854	0.6242	0.7901
No log	2.6889	242	0.6200	0.4854	0.6200	0.7874
No log	2.7111	244	0.6087	0.4966	0.6087	0.7802
No log	2.7333	246	0.6536	0.4605	0.6536	0.8084
No log	2.7556	248	0.7426	0.4701	0.7426	0.8618
No log	2.7778	250	0.7182	0.4651	0.7182	0.8475
No log	2.8	252	0.6606	0.4747	0.6606	0.8128
No log	2.8222	254	0.7205	0.4554	0.7205	0.8488
No log	2.8444	256	0.7406	0.4534	0.7406	0.8606
No log	2.8667	258	0.6942	0.4500	0.6942	0.8332
No log	2.8889	260	0.6921	0.4709	0.6921	0.8319
No log	2.9111	262	0.7810	0.4499	0.7810	0.8837
No log	2.9333	264	0.7895	0.4112	0.7895	0.8886
No log	2.9556	266	0.6939	0.4381	0.6939	0.8330
No log	2.9778	268	0.5928	0.4733	0.5928	0.7699
No log	3.0	270	0.5835	0.4685	0.5835	0.7639
No log	3.0222	272	0.6321	0.4843	0.6321	0.7951
No log	3.0444	274	0.6097	0.4701	0.6097	0.7809
No log	3.0667	276	0.6302	0.5218	0.6302	0.7939
No log	3.0889	278	0.8609	0.4164	0.8609	0.9278
No log	3.1111	280	1.0040	0.4158	1.0040	1.0020
No log	3.1333	282	0.9120	0.4122	0.9120	0.9550
No log	3.1556	284	0.7775	0.4850	0.7775	0.8817
No log	3.1778	286	0.7166	0.5321	0.7166	0.8465
No log	3.2	288	0.7320	0.5245	0.7320	0.8555
No log	3.2222	290	0.7780	0.4630	0.7780	0.8821
No log	3.2444	292	0.7749	0.4499	0.7749	0.8803
No log	3.2667	294	0.6832	0.5433	0.6832	0.8266
No log	3.2889	296	0.6473	0.5039	0.6473	0.8046
No log	3.3111	298	0.6432	0.5229	0.6432	0.8020
No log	3.3333	300	0.6474	0.5133	0.6474	0.8046
No log	3.3556	302	0.6593	0.5277	0.6593	0.8120
No log	3.3778	304	0.6671	0.5419	0.6671	0.8168
No log	3.4	306	0.7106	0.5161	0.7106	0.8430
No log	3.4222	308	0.8738	0.4350	0.8738	0.9347
No log	3.4444	310	0.8984	0.4263	0.8984	0.9479
No log	3.4667	312	0.7542	0.4594	0.7542	0.8685
No log	3.4889	314	0.6141	0.4978	0.6141	0.7836
No log	3.5111	316	0.6483	0.5032	0.6483	0.8052
No log	3.5333	318	0.7033	0.5009	0.7033	0.8386
No log	3.5556	320	0.6628	0.4948	0.6628	0.8141
No log	3.5778	322	0.5943	0.5349	0.5943	0.7709
No log	3.6	324	0.6077	0.4598	0.6077	0.7796
No log	3.6222	326	0.6090	0.4598	0.6090	0.7804
No log	3.6444	328	0.5791	0.4896	0.5791	0.7610
No log	3.6667	330	0.6108	0.4796	0.6108	0.7816
No log	3.6889	332	0.6586	0.4988	0.6586	0.8115
No log	3.7111	334	0.6477	0.4890	0.6477	0.8048
No log	3.7333	336	0.6618	0.4695	0.6618	0.8135
No log	3.7556	338	0.7173	0.4804	0.7173	0.8469
No log	3.7778	340	0.7088	0.4785	0.7088	0.8419
No log	3.8	342	0.6579	0.4655	0.6579	0.8111
No log	3.8222	344	0.6418	0.4891	0.6418	0.8011
No log	3.8444	346	0.6274	0.4915	0.6274	0.7921
No log	3.8667	348	0.5959	0.4741	0.5959	0.7720
No log	3.8889	350	0.5730	0.5691	0.5730	0.7570
No log	3.9111	352	0.5679	0.5191	0.5679	0.7536
No log	3.9333	354	0.5759	0.4918	0.5759	0.7589
No log	3.9556	356	0.6060	0.4894	0.6060	0.7784
No log	3.9778	358	0.6041	0.4823	0.6041	0.7773
No log	4.0	360	0.6133	0.5048	0.6133	0.7831
No log	4.0222	362	0.6195	0.5110	0.6195	0.7871
No log	4.0444	364	0.6326	0.4861	0.6326	0.7954
No log	4.0667	366	0.6394	0.4598	0.6394	0.7996
No log	4.0889	368	0.6442	0.4762	0.6442	0.8026
No log	4.1111	370	0.6245	0.4861	0.6245	0.7903
No log	4.1333	372	0.6202	0.4705	0.6202	0.7875
No log	4.1556	374	0.6315	0.4660	0.6315	0.7947
No log	4.1778	376	0.6631	0.4687	0.6631	0.8143
No log	4.2	378	0.6638	0.4261	0.6638	0.8147
No log	4.2222	380	0.6648	0.4215	0.6648	0.8154
No log	4.2444	382	0.6643	0.4150	0.6643	0.8150
No log	4.2667	384	0.6609	0.4147	0.6609	0.8130
No log	4.2889	386	0.6449	0.4282	0.6449	0.8031
No log	4.3111	388	0.6364	0.4535	0.6364	0.7978
No log	4.3333	390	0.6456	0.3926	0.6456	0.8035
No log	4.3556	392	0.6657	0.4227	0.6657	0.8159
No log	4.3778	394	0.7016	0.4332	0.7016	0.8376
No log	4.4	396	0.6770	0.4204	0.6770	0.8228
No log	4.4222	398	0.6240	0.4501	0.6240	0.7899
No log	4.4444	400	0.5960	0.4355	0.5960	0.7720
No log	4.4667	402	0.6152	0.4785	0.6152	0.7843
No log	4.4889	404	0.6148	0.4825	0.6148	0.7841
No log	4.5111	406	0.6199	0.4929	0.6199	0.7873
No log	4.5333	408	0.6306	0.4902	0.6306	0.7941
No log	4.5556	410	0.6553	0.5217	0.6553	0.8095
No log	4.5778	412	0.7411	0.4148	0.7411	0.8609
No log	4.6	414	0.7710	0.4092	0.7710	0.8781
No log	4.6222	416	0.7133	0.4967	0.7133	0.8446
No log	4.6444	418	0.6866	0.5214	0.6866	0.8286
No log	4.6667	420	0.6764	0.5171	0.6764	0.8224
No log	4.6889	422	0.6573	0.5566	0.6573	0.8107
No log	4.7111	424	0.6423	0.5300	0.6423	0.8014
No log	4.7333	426	0.6411	0.4897	0.6411	0.8007
No log	4.7556	428	0.6507	0.4853	0.6507	0.8066
No log	4.7778	430	0.6648	0.4881	0.6648	0.8154
No log	4.8	432	0.6843	0.4759	0.6843	0.8272
No log	4.8222	434	0.6878	0.4766	0.6878	0.8294
No log	4.8444	436	0.6751	0.4531	0.6751	0.8217
No log	4.8667	438	0.6574	0.4861	0.6574	0.8108
No log	4.8889	440	0.6587	0.5187	0.6587	0.8116
No log	4.9111	442	0.6688	0.5211	0.6688	0.8178
No log	4.9333	444	0.6909	0.4679	0.6909	0.8312
No log	4.9556	446	0.7488	0.4158	0.7488	0.8653
No log	4.9778	448	0.7941	0.3975	0.7941	0.8911
No log	5.0	450	0.7511	0.4340	0.7511	0.8667
No log	5.0222	452	0.6494	0.4454	0.6494	0.8059
No log	5.0444	454	0.5951	0.5247	0.5951	0.7714
No log	5.0667	456	0.6148	0.5364	0.6148	0.7841
No log	5.0889	458	0.6430	0.5451	0.6430	0.8019
No log	5.1111	460	0.6291	0.5504	0.6291	0.7931
No log	5.1333	462	0.6210	0.5006	0.6210	0.7880
No log	5.1556	464	0.6587	0.4679	0.6587	0.8116
No log	5.1778	466	0.6658	0.4465	0.6658	0.8160
No log	5.2	468	0.6471	0.4531	0.6471	0.8044
No log	5.2222	470	0.6099	0.4865	0.6099	0.7810
No log	5.2444	472	0.6064	0.5617	0.6064	0.7787
No log	5.2667	474	0.6092	0.5049	0.6092	0.7805
No log	5.2889	476	0.6041	0.5330	0.6041	0.7773
No log	5.3111	478	0.6084	0.4766	0.6084	0.7800
No log	5.3333	480	0.6201	0.4620	0.6201	0.7874
No log	5.3556	482	0.6460	0.4926	0.6460	0.8038
No log	5.3778	484	0.6863	0.4749	0.6863	0.8284
No log	5.4	486	0.6717	0.4872	0.6717	0.8196
No log	5.4222	488	0.6376	0.4991	0.6376	0.7985
No log	5.4444	490	0.6501	0.5473	0.6501	0.8063
No log	5.4667	492	0.6775	0.5305	0.6775	0.8231
No log	5.4889	494	0.6699	0.5240	0.6699	0.8185
No log	5.5111	496	0.6294	0.5238	0.6294	0.7934
No log	5.5333	498	0.6160	0.5263	0.6160	0.7849
0.4654	5.5556	500	0.6312	0.4824	0.6312	0.7945
0.4654	5.5778	502	0.6419	0.4719	0.6419	0.8012
0.4654	5.6	504	0.6260	0.4726	0.6260	0.7912
0.4654	5.6222	506	0.5975	0.5031	0.5975	0.7730
0.4654	5.6444	508	0.5823	0.4929	0.5823	0.7631
0.4654	5.6667	510	0.5770	0.5202	0.5770	0.7596
0.4654	5.6889	512	0.5695	0.5055	0.5695	0.7546
0.4654	5.7111	514	0.5769	0.4896	0.5769	0.7595
0.4654	5.7333	516	0.6191	0.4739	0.6191	0.7868
0.4654	5.7556	518	0.6726	0.4783	0.6726	0.8201
0.4654	5.7778	520	0.6799	0.4783	0.6799	0.8245
0.4654	5.8	522	0.6441	0.4872	0.6441	0.8026
0.4654	5.8222	524	0.6227	0.5181	0.6227	0.7891
0.4654	5.8444	526	0.6234	0.5568	0.6234	0.7896
0.4654	5.8667	528	0.6242	0.5552	0.6242	0.7901
0.4654	5.8889	530	0.6166	0.5503	0.6166	0.7853
0.4654	5.9111	532	0.6098	0.5239	0.6098	0.7809
0.4654	5.9333	534	0.6001	0.5045	0.6001	0.7747
0.4654	5.9556	536	0.5872	0.5205	0.5872	0.7663
0.4654	5.9778	538	0.5746	0.5300	0.5746	0.7580
0.4654	6.0	540	0.5743	0.5268	0.5743	0.7579
0.4654	6.0222	542	0.5775	0.5436	0.5775	0.7599
0.4654	6.0444	544	0.5868	0.5454	0.5868	0.7660
0.4654	6.0667	546	0.6050	0.5205	0.6050	0.7778
0.4654	6.0889	548	0.6130	0.5181	0.6130	0.7829
0.4654	6.1111	550	0.6235	0.5245	0.6235	0.7896
0.4654	6.1333	552	0.6247	0.5441	0.6247	0.7904
0.4654	6.1556	554	0.6137	0.5487	0.6137	0.7834
0.4654	6.1778	556	0.6131	0.5580	0.6131	0.7830
0.4654	6.2	558	0.6173	0.5309	0.6173	0.7857
0.4654	6.2222	560	0.6030	0.5627	0.6030	0.7765
0.4654	6.2444	562	0.5835	0.5418	0.5835	0.7639
0.4654	6.2667	564	0.5810	0.5262	0.5810	0.7623
0.4654	6.2889	566	0.5854	0.5333	0.5854	0.7651
0.4654	6.3111	568	0.5999	0.5365	0.5999	0.7745
0.4654	6.3333	570	0.5990	0.5362	0.5990	0.7740
0.4654	6.3556	572	0.5795	0.5205	0.5795	0.7612
0.4654	6.3778	574	0.5732	0.5121	0.5732	0.7571
0.4654	6.4	576	0.5799	0.5466	0.5799	0.7615
0.4654	6.4222	578	0.5859	0.5466	0.5859	0.7654
0.4654	6.4444	580	0.5906	0.5451	0.5906	0.7685
0.4654	6.4667	582	0.5950	0.5385	0.5950	0.7713
0.4654	6.4889	584	0.5965	0.5453	0.5965	0.7723
0.4654	6.5111	586	0.6027	0.5535	0.6027	0.7763
0.4654	6.5333	588	0.6014	0.5616	0.6014	0.7755
0.4654	6.5556	590	0.5984	0.5616	0.5984	0.7736
0.4654	6.5778	592	0.5995	0.5550	0.5995	0.7743
0.4654	6.6	594	0.6112	0.5741	0.6112	0.7818
0.4654	6.6222	596	0.6318	0.5375	0.6318	0.7948
0.4654	6.6444	598	0.6378	0.5375	0.6378	0.7986
0.4654	6.6667	600	0.6188	0.5677	0.6188	0.7867
0.4654	6.6889	602	0.6072	0.5519	0.6072	0.7792
0.4654	6.7111	604	0.6119	0.5391	0.6119	0.7823
0.4654	6.7333	606	0.6166	0.5327	0.6166	0.7852
0.4654	6.7556	608	0.6128	0.5391	0.6128	0.7828
0.4654	6.7778	610	0.6170	0.5469	0.6170	0.7855
0.4654	6.8	612	0.6289	0.5485	0.6289	0.7930
0.4654	6.8222	614	0.6237	0.5593	0.6237	0.7897
0.4654	6.8444	616	0.6068	0.5388	0.6068	0.7790
0.4654	6.8667	618	0.5849	0.5302	0.5849	0.7648
0.4654	6.8889	620	0.5772	0.5356	0.5772	0.7598
0.4654	6.9111	622	0.5892	0.5289	0.5892	0.7676
0.4654	6.9333	624	0.6033	0.5108	0.6033	0.7767
0.4654	6.9556	626	0.5965	0.5317	0.5965	0.7723
0.4654	6.9778	628	0.5876	0.5137	0.5876	0.7666
0.4654	7.0	630	0.5944	0.5566	0.5944	0.7710
0.4654	7.0222	632	0.6212	0.5423	0.6212	0.7882
0.4654	7.0444	634	0.6519	0.5082	0.6519	0.8074
0.4654	7.0667	636	0.6593	0.5082	0.6593	0.8120
0.4654	7.0889	638	0.6401	0.5378	0.6401	0.8001
0.4654	7.1111	640	0.6244	0.5628	0.6244	0.7902
0.4654	7.1333	642	0.6305	0.5313	0.6305	0.7940
0.4654	7.1556	644	0.6460	0.5143	0.6460	0.8037
0.4654	7.1778	646	0.6421	0.4955	0.6421	0.8013
0.4654	7.2	648	0.6178	0.5268	0.6178	0.7860
0.4654	7.2222	650	0.5934	0.5352	0.5934	0.7703
0.4654	7.2444	652	0.5885	0.5486	0.5885	0.7671
0.4654	7.2667	654	0.5895	0.5406	0.5895	0.7678
0.4654	7.2889	656	0.5923	0.5406	0.5923	0.7696
0.4654	7.3111	658	0.5966	0.5486	0.5966	0.7724
0.4654	7.3333	660	0.6030	0.5535	0.6030	0.7765
0.4654	7.3556	662	0.6128	0.5273	0.6128	0.7828
0.4654	7.3778	664	0.6157	0.5273	0.6157	0.7847
0.4654	7.4	666	0.6092	0.5502	0.6092	0.7805
0.4654	7.4222	668	0.6080	0.5325	0.6080	0.7798
0.4654	7.4444	670	0.6080	0.5374	0.6080	0.7798
0.4654	7.4667	672	0.6074	0.5374	0.6074	0.7794
0.4654	7.4889	674	0.5963	0.5388	0.5963	0.7722
0.4654	7.5111	676	0.5944	0.5388	0.5944	0.7710
0.4654	7.5333	678	0.5920	0.5325	0.5920	0.7694
0.4654	7.5556	680	0.5906	0.5385	0.5906	0.7685
0.4654	7.5778	682	0.5987	0.5385	0.5987	0.7738
0.4654	7.6	684	0.6012	0.5518	0.6012	0.7754
0.4654	7.6222	686	0.6044	0.5406	0.6044	0.7774
0.4654	7.6444	688	0.6164	0.5580	0.6164	0.7851
0.4654	7.6667	690	0.6325	0.4867	0.6325	0.7953
0.4654	7.6889	692	0.6403	0.4997	0.6403	0.8002
0.4654	7.7111	694	0.6302	0.5024	0.6302	0.7938
0.4654	7.7333	696	0.6143	0.5596	0.6143	0.7838
0.4654	7.7556	698	0.6011	0.5502	0.6011	0.7753
0.4654	7.7778	700	0.5945	0.5249	0.5945	0.7710
0.4654	7.8	702	0.5983	0.5137	0.5983	0.7735
0.4654	7.8222	704	0.6076	0.5027	0.6076	0.7795
0.4654	7.8444	706	0.6163	0.4906	0.6163	0.7851
0.4654	7.8667	708	0.6156	0.4828	0.6156	0.7846
0.4654	7.8889	710	0.6041	0.4997	0.6041	0.7773
0.4654	7.9111	712	0.6011	0.5352	0.6011	0.7753
0.4654	7.9333	714	0.5997	0.5352	0.5997	0.7744
0.4654	7.9556	716	0.5984	0.5616	0.5984	0.7735
0.4654	7.9778	718	0.5982	0.5502	0.5982	0.7734
0.4654	8.0	720	0.6013	0.5486	0.6013	0.7754
0.4654	8.0222	722	0.6046	0.5486	0.6046	0.7775
0.4654	8.0444	724	0.6027	0.5486	0.6027	0.7763
0.4654	8.0667	726	0.6052	0.5582	0.6052	0.7780
0.4654	8.0889	728	0.6114	0.5071	0.6114	0.7819
0.4654	8.1111	730	0.6194	0.4800	0.6194	0.7870
0.4654	8.1333	732	0.6195	0.4800	0.6195	0.7871
0.4654	8.1556	734	0.6125	0.4865	0.6125	0.7826
0.4654	8.1778	736	0.6025	0.5616	0.6025	0.7762
0.4654	8.2	738	0.6029	0.5502	0.6029	0.7765
0.4654	8.2222	740	0.6062	0.5486	0.6062	0.7786
0.4654	8.2444	742	0.6078	0.5486	0.6078	0.7796
0.4654	8.2667	744	0.6093	0.5486	0.6093	0.7806
0.4654	8.2889	746	0.6125	0.5486	0.6125	0.7826
0.4654	8.3111	748	0.6156	0.5486	0.6156	0.7846
0.4654	8.3333	750	0.6233	0.5486	0.6233	0.7895
0.4654	8.3556	752	0.6261	0.5596	0.6261	0.7913
0.4654	8.3778	754	0.6219	0.5596	0.6219	0.7886
0.4654	8.4	756	0.6182	0.5596	0.6182	0.7863
0.4654	8.4222	758	0.6111	0.5406	0.6111	0.7817
0.4654	8.4444	760	0.6019	0.5486	0.6019	0.7758
0.4654	8.4667	762	0.5943	0.5502	0.5943	0.7709
0.4654	8.4889	764	0.5871	0.5110	0.5871	0.7663
0.4654	8.5111	766	0.5806	0.5196	0.5806	0.7620
0.4654	8.5333	768	0.5794	0.5054	0.5794	0.7612
0.4654	8.5556	770	0.5771	0.5054	0.5771	0.7597
0.4654	8.5778	772	0.5743	0.5196	0.5743	0.7578
0.4654	8.6	774	0.5729	0.5110	0.5729	0.7569
0.4654	8.6222	776	0.5766	0.5420	0.5766	0.7594
0.4654	8.6444	778	0.5892	0.5596	0.5892	0.7676
0.4654	8.6667	780	0.6093	0.5751	0.6093	0.7806
0.4654	8.6889	782	0.6216	0.5437	0.6216	0.7884
0.4654	8.7111	784	0.6321	0.5422	0.6321	0.7950
0.4654	8.7333	786	0.6327	0.5500	0.6327	0.7954
0.4654	8.7556	788	0.6282	0.5439	0.6282	0.7926
0.4654	8.7778	790	0.6176	0.5437	0.6176	0.7859
0.4654	8.8	792	0.6051	0.5406	0.6051	0.7779
0.4654	8.8222	794	0.5966	0.5306	0.5966	0.7724
0.4654	8.8444	796	0.5968	0.5196	0.5968	0.7725
0.4654	8.8667	798	0.5961	0.5054	0.5961	0.7721
0.4654	8.8889	800	0.5931	0.5054	0.5931	0.7701
0.4654	8.9111	802	0.5879	0.5054	0.5879	0.7667
0.4654	8.9333	804	0.5833	0.5334	0.5833	0.7637
0.4654	8.9556	806	0.5809	0.5320	0.5809	0.7622
0.4654	8.9778	808	0.5808	0.5371	0.5808	0.7621
0.4654	9.0	810	0.5800	0.5371	0.5800	0.7616
0.4654	9.0222	812	0.5779	0.5371	0.5779	0.7602
0.4654	9.0444	814	0.5772	0.5371	0.5772	0.7597
0.4654	9.0667	816	0.5778	0.5288	0.5778	0.7602
0.4654	9.0889	818	0.5773	0.5371	0.5773	0.7598
0.4654	9.1111	820	0.5793	0.5356	0.5793	0.7611
0.4654	9.1333	822	0.5821	0.5438	0.5821	0.7629
0.4654	9.1556	824	0.5849	0.5438	0.5849	0.7648
0.4654	9.1778	826	0.5886	0.5438	0.5886	0.7672
0.4654	9.2	828	0.5924	0.5438	0.5924	0.7697
0.4654	9.2222	830	0.5968	0.5438	0.5968	0.7725
0.4654	9.2444	832	0.6015	0.5438	0.6015	0.7756
0.4654	9.2667	834	0.6043	0.5438	0.6043	0.7774
0.4654	9.2889	836	0.6069	0.5438	0.6069	0.7790
0.4654	9.3111	838	0.6090	0.5438	0.6090	0.7804
0.4654	9.3333	840	0.6108	0.5438	0.6108	0.7815
0.4654	9.3556	842	0.6117	0.5566	0.6117	0.7821
0.4654	9.3778	844	0.6140	0.5566	0.6140	0.7836
0.4654	9.4	846	0.6166	0.5566	0.6166	0.7852
0.4654	9.4222	848	0.6182	0.5566	0.6182	0.7863
0.4654	9.4444	850	0.6197	0.5566	0.6197	0.7872
0.4654	9.4667	852	0.6220	0.5329	0.6220	0.7887
0.4654	9.4889	854	0.6226	0.5250	0.6226	0.7890
0.4654	9.5111	856	0.6210	0.5250	0.6210	0.7880
0.4654	9.5333	858	0.6187	0.5250	0.6187	0.7865
0.4654	9.5556	860	0.6172	0.5329	0.6172	0.7856
0.4654	9.5778	862	0.6145	0.5566	0.6145	0.7839
0.4654	9.6	864	0.6118	0.5566	0.6118	0.7822
0.4654	9.6222	866	0.6088	0.5707	0.6088	0.7802
0.4654	9.6444	868	0.6055	0.5707	0.6055	0.7782
0.4654	9.6667	870	0.6025	0.5582	0.6025	0.7762
0.4654	9.6889	872	0.6008	0.5582	0.6008	0.7751
0.4654	9.7111	874	0.5994	0.5599	0.5994	0.7742
0.4654	9.7333	876	0.5988	0.5599	0.5988	0.7738
0.4654	9.7556	878	0.5988	0.5599	0.5988	0.7738
0.4654	9.7778	880	0.5985	0.5470	0.5985	0.7736
0.4654	9.8	882	0.5987	0.5352	0.5987	0.7737
0.4654	9.8222	884	0.5987	0.5338	0.5987	0.7738
0.4654	9.8444	886	0.5989	0.5338	0.5989	0.7739
0.4654	9.8667	888	0.5992	0.5338	0.5992	0.7741
0.4654	9.8889	890	0.5993	0.5470	0.5993	0.7742
0.4654	9.9111	892	0.5993	0.5599	0.5993	0.7741
0.4654	9.9333	894	0.5993	0.5599	0.5993	0.7742
0.4654	9.9556	896	0.5993	0.5599	0.5993	0.7741
0.4654	9.9778	898	0.5992	0.5599	0.5992	0.7741
0.4654	10.0	900	0.5991	0.5599	0.5991	0.7740

Framework versions

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