ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_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: 0.5810
• Qwk: 0.4657
• Mse: 0.5810
• Rmse: 0.7623

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	0.0351	2	4.1012	-0.0288	4.1012	2.0251
No log	0.0702	4	2.3456	0.0043	2.3456	1.5315
No log	0.1053	6	1.3127	-0.0096	1.3127	1.1457
No log	0.1404	8	0.8874	0.1517	0.8874	0.9420
No log	0.1754	10	0.8251	0.1989	0.8251	0.9083
No log	0.2105	12	0.9186	0.1595	0.9186	0.9585
No log	0.2456	14	0.7582	0.2780	0.7582	0.8707
No log	0.2807	16	0.7634	0.2373	0.7634	0.8737
No log	0.3158	18	1.1609	0.1583	1.1609	1.0775
No log	0.3509	20	1.2902	0.1721	1.2902	1.1359
No log	0.3860	22	1.4866	0.1811	1.4866	1.2193
No log	0.4211	24	1.7081	0.1234	1.7081	1.3069
No log	0.4561	26	1.5394	0.1233	1.5394	1.2407
No log	0.4912	28	1.4084	0.1173	1.4084	1.1867
No log	0.5263	30	1.1568	0.1661	1.1568	1.0755
No log	0.5614	32	1.2060	0.1621	1.2060	1.0982
No log	0.5965	34	1.5536	0.1257	1.5536	1.2464
No log	0.6316	36	1.6465	0.1389	1.6465	1.2832
No log	0.6667	38	1.3773	0.1154	1.3773	1.1736
No log	0.7018	40	0.9192	0.1695	0.9192	0.9588
No log	0.7368	42	0.7085	0.3472	0.7085	0.8417
No log	0.7719	44	0.7318	0.2923	0.7318	0.8554
No log	0.8070	46	0.9020	0.1639	0.9020	0.9497
No log	0.8421	48	1.1277	0.0411	1.1277	1.0619
No log	0.8772	50	1.3385	0.1154	1.3385	1.1569
No log	0.9123	52	1.2358	0.1202	1.2358	1.1117
No log	0.9474	54	0.9663	0.1890	0.9663	0.9830
No log	0.9825	56	0.8555	0.2374	0.8555	0.9249
No log	1.0175	58	0.8408	0.2999	0.8408	0.9169
No log	1.0526	60	0.9298	0.2330	0.9298	0.9643
No log	1.0877	62	1.0673	0.1935	1.0673	1.0331
No log	1.1228	64	1.2064	0.1728	1.2064	1.0983
No log	1.1579	66	1.2952	0.0657	1.2952	1.1381
No log	1.1930	68	1.1696	0.1653	1.1696	1.0815
No log	1.2281	70	0.9322	0.1903	0.9322	0.9655
No log	1.2632	72	0.6517	0.4328	0.6517	0.8073
No log	1.2982	74	0.6030	0.4598	0.6030	0.7765
No log	1.3333	76	0.6773	0.4581	0.6773	0.8230
No log	1.3684	78	0.6862	0.4487	0.6862	0.8284
No log	1.4035	80	0.6478	0.4899	0.6478	0.8049
No log	1.4386	82	0.5866	0.5516	0.5866	0.7659
No log	1.4737	84	0.5570	0.5645	0.5570	0.7463
No log	1.5088	86	0.7347	0.4652	0.7347	0.8572
No log	1.5439	88	0.7129	0.5314	0.7129	0.8443
No log	1.5789	90	0.6148	0.6285	0.6148	0.7841
No log	1.6140	92	0.6954	0.6011	0.6954	0.8339
No log	1.6491	94	0.9494	0.4214	0.9494	0.9744
No log	1.6842	96	0.9889	0.4149	0.9889	0.9944
No log	1.7193	98	0.8475	0.4587	0.8475	0.9206
No log	1.7544	100	0.5953	0.5997	0.5953	0.7716
No log	1.7895	102	0.7489	0.5396	0.7489	0.8654
No log	1.8246	104	0.8341	0.4734	0.8341	0.9133
No log	1.8596	106	0.6462	0.5182	0.6462	0.8039
No log	1.8947	108	0.5628	0.4931	0.5628	0.7502
No log	1.9298	110	0.7133	0.4055	0.7133	0.8446
No log	1.9649	112	0.8451	0.3922	0.8451	0.9193
No log	2.0	114	0.7803	0.4641	0.7803	0.8834
No log	2.0351	116	0.6639	0.5869	0.6639	0.8148
No log	2.0702	118	0.6390	0.6064	0.6390	0.7994
No log	2.1053	120	0.5865	0.5992	0.5865	0.7658
No log	2.1404	122	0.6025	0.5799	0.6025	0.7762
No log	2.1754	124	0.6367	0.5010	0.6367	0.7979
No log	2.2105	126	0.7549	0.4581	0.7549	0.8689
No log	2.2456	128	0.6975	0.5172	0.6975	0.8352
No log	2.2807	130	0.6796	0.5133	0.6796	0.8244
No log	2.3158	132	0.6362	0.5061	0.6362	0.7976
No log	2.3509	134	0.6407	0.5243	0.6407	0.8004
No log	2.3860	136	0.6402	0.4959	0.6402	0.8001
No log	2.4211	138	0.6429	0.5358	0.6429	0.8018
No log	2.4561	140	0.6612	0.4908	0.6612	0.8132
No log	2.4912	142	0.6565	0.4998	0.6565	0.8102
No log	2.5263	144	0.6544	0.5244	0.6544	0.8089
No log	2.5614	146	0.6425	0.5071	0.6425	0.8016
No log	2.5965	148	0.6334	0.4965	0.6334	0.7958
No log	2.6316	150	0.6211	0.4565	0.6211	0.7881
No log	2.6667	152	0.5992	0.5273	0.5992	0.7741
No log	2.7018	154	0.5926	0.5560	0.5926	0.7698
No log	2.7368	156	0.6700	0.5777	0.6700	0.8186
No log	2.7719	158	0.7038	0.5434	0.7038	0.8389
No log	2.8070	160	0.7870	0.4970	0.7870	0.8871
No log	2.8421	162	0.9768	0.4719	0.9768	0.9883
No log	2.8772	164	0.8403	0.4918	0.8403	0.9167
No log	2.9123	166	0.8124	0.5263	0.8124	0.9013
No log	2.9474	168	0.8654	0.5108	0.8654	0.9303
No log	2.9825	170	0.7825	0.5393	0.7825	0.8846
No log	3.0175	172	0.8124	0.5127	0.8124	0.9014
No log	3.0526	174	0.7532	0.5344	0.7532	0.8679
No log	3.0877	176	0.6363	0.5573	0.6363	0.7977
No log	3.1228	178	0.6216	0.5538	0.6216	0.7884
No log	3.1579	180	0.7908	0.4872	0.7908	0.8892
No log	3.1930	182	0.8118	0.4729	0.8118	0.9010
No log	3.2281	184	0.6596	0.6150	0.6596	0.8122
No log	3.2632	186	0.6659	0.6364	0.6659	0.8160
No log	3.2982	188	0.6432	0.5564	0.6432	0.8020
No log	3.3333	190	0.6435	0.5507	0.6435	0.8022
No log	3.3684	192	0.6879	0.5858	0.6879	0.8294
No log	3.4035	194	0.8790	0.4559	0.8790	0.9376
No log	3.4386	196	0.7934	0.5055	0.7934	0.8907
No log	3.4737	198	0.6589	0.5623	0.6589	0.8117
No log	3.5088	200	0.6854	0.5037	0.6854	0.8279
No log	3.5439	202	0.7040	0.4678	0.7040	0.8391
No log	3.5789	204	0.6053	0.5443	0.6053	0.7780
No log	3.6140	206	0.7601	0.5539	0.7601	0.8719
No log	3.6491	208	0.9833	0.3954	0.9833	0.9916
No log	3.6842	210	0.8489	0.4722	0.8489	0.9214
No log	3.7193	212	0.6575	0.6355	0.6575	0.8109
No log	3.7544	214	0.6093	0.5877	0.6093	0.7806
No log	3.7895	216	0.6137	0.6365	0.6137	0.7834
No log	3.8246	218	0.8802	0.4891	0.8802	0.9382
No log	3.8596	220	1.1893	0.3638	1.1893	1.0905
No log	3.8947	222	1.0800	0.3654	1.0800	1.0392
No log	3.9298	224	0.7676	0.5174	0.7676	0.8761
No log	3.9649	226	0.5723	0.5977	0.5723	0.7565
No log	4.0	228	0.5486	0.5891	0.5486	0.7407
No log	4.0351	230	0.5522	0.6018	0.5522	0.7431
No log	4.0702	232	0.6294	0.5294	0.6294	0.7933
No log	4.1053	234	0.7036	0.5040	0.7036	0.8388
No log	4.1404	236	0.7886	0.4625	0.7886	0.8880
No log	4.1754	238	0.7794	0.4754	0.7794	0.8828
No log	4.2105	240	0.6779	0.5414	0.6779	0.8233
No log	4.2456	242	0.6115	0.6199	0.6115	0.7820
No log	4.2807	244	0.6044	0.5932	0.6044	0.7775
No log	4.3158	246	0.5972	0.5953	0.5972	0.7728
No log	4.3509	248	0.6120	0.5394	0.6120	0.7823
No log	4.3860	250	0.6100	0.5465	0.6100	0.7810
No log	4.4211	252	0.5918	0.5945	0.5918	0.7693
No log	4.4561	254	0.6100	0.5709	0.6100	0.7810
No log	4.4912	256	0.7078	0.4728	0.7078	0.8413
No log	4.5263	258	0.7397	0.4690	0.7397	0.8600
No log	4.5614	260	0.6368	0.5521	0.6368	0.7980
No log	4.5965	262	0.6030	0.5523	0.6030	0.7765
No log	4.6316	264	0.6030	0.5466	0.6030	0.7765
No log	4.6667	266	0.6015	0.5592	0.6015	0.7756
No log	4.7018	268	0.7212	0.4682	0.7212	0.8492
No log	4.7368	270	0.8333	0.4933	0.8333	0.9129
No log	4.7719	272	0.7465	0.4857	0.7465	0.8640
No log	4.8070	274	0.6469	0.5602	0.6469	0.8043
No log	4.8421	276	0.5950	0.5307	0.5950	0.7714
No log	4.8772	278	0.6207	0.5410	0.6207	0.7878
No log	4.9123	280	0.6487	0.5887	0.6487	0.8054
No log	4.9474	282	0.8978	0.4489	0.8978	0.9475
No log	4.9825	284	1.2909	0.3583	1.2909	1.1362
No log	5.0175	286	1.1593	0.3769	1.1593	1.0767
No log	5.0526	288	0.8110	0.4323	0.8110	0.9005
No log	5.0877	290	0.5749	0.4701	0.5749	0.7582
No log	5.1228	292	0.5823	0.4554	0.5823	0.7631
No log	5.1579	294	0.5740	0.4835	0.5740	0.7576
No log	5.1930	296	0.5778	0.5004	0.5778	0.7601
No log	5.2281	298	0.6693	0.4819	0.6693	0.8181
No log	5.2632	300	0.9137	0.4358	0.9137	0.9559
No log	5.2982	302	0.9006	0.4408	0.9006	0.9490
No log	5.3333	304	0.7023	0.5261	0.7023	0.8380
No log	5.3684	306	0.6072	0.5555	0.6072	0.7792
No log	5.4035	308	0.5894	0.5741	0.5894	0.7678
No log	5.4386	310	0.5868	0.5688	0.5868	0.7660
No log	5.4737	312	0.6546	0.5099	0.6546	0.8091
No log	5.5088	314	0.6558	0.5088	0.6558	0.8098
No log	5.5439	316	0.5945	0.5609	0.5945	0.7711
No log	5.5789	318	0.5817	0.5565	0.5817	0.7627
No log	5.6140	320	0.6265	0.5756	0.6265	0.7915
No log	5.6491	322	0.7292	0.4899	0.7292	0.8539
No log	5.6842	324	0.7700	0.5018	0.7700	0.8775
No log	5.7193	326	0.7657	0.5137	0.7657	0.8751
No log	5.7544	328	0.6497	0.5240	0.6497	0.8060
No log	5.7895	330	0.6097	0.5496	0.6097	0.7808
No log	5.8246	332	0.6004	0.5078	0.6004	0.7749
No log	5.8596	334	0.5931	0.5024	0.5931	0.7701
No log	5.8947	336	0.6333	0.4982	0.6333	0.7958
No log	5.9298	338	0.7979	0.4194	0.7979	0.8933
No log	5.9649	340	0.9604	0.4360	0.9604	0.9800
No log	6.0	342	0.9890	0.4188	0.9890	0.9945
No log	6.0351	344	0.8290	0.4166	0.8290	0.9105
No log	6.0702	346	0.6429	0.4802	0.6429	0.8018
No log	6.1053	348	0.6091	0.4971	0.6091	0.7805
No log	6.1404	350	0.6816	0.4629	0.6816	0.8256
No log	6.1754	352	0.6676	0.4638	0.6676	0.8171
No log	6.2105	354	0.6201	0.5122	0.6201	0.7875
No log	6.2456	356	0.5867	0.4970	0.5867	0.7659
No log	6.2807	358	0.5787	0.4569	0.5787	0.7607
No log	6.3158	360	0.5799	0.4529	0.5799	0.7615
No log	6.3509	362	0.6280	0.5026	0.6280	0.7925
No log	6.3860	364	0.6763	0.5076	0.6763	0.8224
No log	6.4211	366	0.6443	0.5388	0.6443	0.8027
No log	6.4561	368	0.6035	0.5556	0.6035	0.7768
No log	6.4912	370	0.5941	0.5574	0.5941	0.7708
No log	6.5263	372	0.5938	0.5549	0.5938	0.7706
No log	6.5614	374	0.5795	0.5747	0.5795	0.7613
No log	6.5965	376	0.5802	0.5325	0.5802	0.7617
No log	6.6316	378	0.5883	0.5499	0.5883	0.7670
No log	6.6667	380	0.5709	0.5583	0.5709	0.7556
No log	6.7018	382	0.5442	0.4867	0.5442	0.7377
No log	6.7368	384	0.5724	0.4228	0.5724	0.7566
No log	6.7719	386	0.6675	0.5028	0.6675	0.8170
No log	6.8070	388	0.7092	0.4925	0.7092	0.8421
No log	6.8421	390	0.6538	0.5015	0.6538	0.8086
No log	6.8772	392	0.6418	0.4751	0.6418	0.8011
No log	6.9123	394	0.6881	0.4774	0.6881	0.8295
No log	6.9474	396	0.7097	0.4939	0.7097	0.8424
No log	6.9825	398	0.7442	0.4989	0.7442	0.8627
No log	7.0175	400	0.6841	0.4744	0.6841	0.8271
No log	7.0526	402	0.6013	0.4802	0.6013	0.7755
No log	7.0877	404	0.5744	0.4590	0.5744	0.7579
No log	7.1228	406	0.5804	0.5740	0.5804	0.7618
No log	7.1579	408	0.6169	0.5037	0.6169	0.7854
No log	7.1930	410	0.6257	0.4761	0.6257	0.7910
No log	7.2281	412	0.6055	0.5721	0.6055	0.7781
No log	7.2632	414	0.6441	0.4761	0.6441	0.8025
No log	7.2982	416	0.6317	0.4651	0.6317	0.7948
No log	7.3333	418	0.5953	0.5130	0.5953	0.7715
No log	7.3684	420	0.5779	0.5757	0.5779	0.7602
No log	7.4035	422	0.5760	0.5978	0.5760	0.7589
No log	7.4386	424	0.5566	0.5228	0.5566	0.7460
No log	7.4737	426	0.5679	0.5115	0.5679	0.7536
No log	7.5088	428	0.5940	0.5472	0.5940	0.7707
No log	7.5439	430	0.5951	0.6098	0.5951	0.7714
No log	7.5789	432	0.5951	0.5804	0.5951	0.7714
No log	7.6140	434	0.6048	0.5600	0.6048	0.7777
No log	7.6491	436	0.5687	0.5897	0.5687	0.7541
No log	7.6842	438	0.5382	0.4764	0.5382	0.7336
No log	7.7193	440	0.5402	0.4522	0.5402	0.7350
No log	7.7544	442	0.5745	0.4876	0.5745	0.7579
No log	7.7895	444	0.5968	0.4876	0.5968	0.7726
No log	7.8246	446	0.5796	0.4997	0.5796	0.7613
No log	7.8596	448	0.5769	0.5801	0.5769	0.7595
No log	7.8947	450	0.5852	0.5633	0.5852	0.7650
No log	7.9298	452	0.6017	0.4811	0.6017	0.7757
No log	7.9649	454	0.7010	0.4708	0.7010	0.8373
No log	8.0	456	0.7945	0.4792	0.7945	0.8914
No log	8.0351	458	0.8138	0.4696	0.8138	0.9021
No log	8.0702	460	0.8077	0.4688	0.8077	0.8987
No log	8.1053	462	0.8004	0.4184	0.8004	0.8947
No log	8.1404	464	0.8631	0.3898	0.8631	0.9291
No log	8.1754	466	0.7699	0.4073	0.7699	0.8774
No log	8.2105	468	0.7060	0.4404	0.7060	0.8402
No log	8.2456	470	0.6525	0.4879	0.6525	0.8078
No log	8.2807	472	0.6207	0.4642	0.6207	0.7878
No log	8.3158	474	0.6131	0.4652	0.6131	0.7830
No log	8.3509	476	0.6117	0.4635	0.6117	0.7821
No log	8.3860	478	0.6114	0.4635	0.6114	0.7819
No log	8.4211	480	0.6114	0.4618	0.6114	0.7820
No log	8.4561	482	0.6192	0.4618	0.6192	0.7869
No log	8.4912	484	0.6376	0.4513	0.6376	0.7985
No log	8.5263	486	0.6895	0.4211	0.6895	0.8304
No log	8.5614	488	0.7537	0.4231	0.7537	0.8681
No log	8.5965	490	0.7147	0.4261	0.7147	0.8454
No log	8.6316	492	0.6721	0.4819	0.6721	0.8198
No log	8.6667	494	0.7011	0.4856	0.7011	0.8373
No log	8.7018	496	0.6877	0.5039	0.6877	0.8293
No log	8.7368	498	0.6402	0.3946	0.6402	0.8001
0.3529	8.7719	500	0.6092	0.3878	0.6092	0.7805
0.3529	8.8070	502	0.5936	0.4278	0.5936	0.7705
0.3529	8.8421	504	0.5904	0.4937	0.5904	0.7683
0.3529	8.8772	506	0.5980	0.4733	0.5980	0.7733
0.3529	8.9123	508	0.6229	0.4714	0.6229	0.7892
0.3529	8.9474	510	0.6497	0.4419	0.6497	0.8061
0.3529	8.9825	512	0.6420	0.4574	0.6420	0.8013
0.3529	9.0175	514	0.6317	0.5564	0.6317	0.7948
0.3529	9.0526	516	0.6242	0.5083	0.6242	0.7901
0.3529	9.0877	518	0.6339	0.4380	0.6339	0.7962
0.3529	9.1228	520	0.6572	0.4458	0.6572	0.8106
0.3529	9.1579	522	0.7095	0.4663	0.7095	0.8423
0.3529	9.1930	524	0.8383	0.3898	0.8383	0.9156
0.3529	9.2281	526	0.8859	0.3980	0.8859	0.9412
0.3529	9.2632	528	0.8601	0.3922	0.8601	0.9274
0.3529	9.2982	530	0.7189	0.4287	0.7189	0.8479
0.3529	9.3333	532	0.6894	0.4137	0.6894	0.8303
0.3529	9.3684	534	0.7282	0.4259	0.7282	0.8534
0.3529	9.4035	536	0.8314	0.3750	0.8314	0.9118
0.3529	9.4386	538	0.8955	0.4041	0.8955	0.9463
0.3529	9.4737	540	0.7745	0.4086	0.7745	0.8800
0.3529	9.5088	542	0.7018	0.4554	0.7018	0.8378
0.3529	9.5439	544	0.6707	0.4576	0.6707	0.8190
0.3529	9.5789	546	0.7147	0.4545	0.7147	0.8454
0.3529	9.6140	548	0.7068	0.4465	0.7068	0.8407
0.3529	9.6491	550	0.6747	0.4893	0.6747	0.8214
0.3529	9.6842	552	0.6182	0.4339	0.6182	0.7863
0.3529	9.7193	554	0.5893	0.4163	0.5893	0.7677
0.3529	9.7544	556	0.6212	0.4405	0.6212	0.7881
0.3529	9.7895	558	0.6551	0.4424	0.6551	0.8094
0.3529	9.8246	560	0.6519	0.4335	0.6519	0.8074
0.3529	9.8596	562	0.6133	0.4520	0.6133	0.7831
0.3529	9.8947	564	0.5932	0.4715	0.5932	0.7702
0.3529	9.9298	566	0.5853	0.4674	0.5853	0.7650
0.3529	9.9649	568	0.5660	0.4774	0.5660	0.7523
0.3529	10.0	570	0.5622	0.4723	0.5622	0.7498
0.3529	10.0351	572	0.5741	0.4811	0.5741	0.7577
0.3529	10.0702	574	0.5625	0.4781	0.5625	0.7500
0.3529	10.1053	576	0.5480	0.4899	0.5480	0.7403
0.3529	10.1404	578	0.5957	0.5536	0.5957	0.7718
0.3529	10.1754	580	0.6111	0.5350	0.6111	0.7817
0.3529	10.2105	582	0.5691	0.5327	0.5691	0.7544
0.3529	10.2456	584	0.5500	0.4592	0.5500	0.7416
0.3529	10.2807	586	0.5702	0.4130	0.5702	0.7551
0.3529	10.3158	588	0.5621	0.4471	0.5621	0.7497
0.3529	10.3509	590	0.5499	0.4880	0.5499	0.7416
0.3529	10.3860	592	0.5607	0.5230	0.5607	0.7488
0.3529	10.4211	594	0.5781	0.6142	0.5781	0.7603
0.3529	10.4561	596	0.5635	0.5240	0.5635	0.7507
0.3529	10.4912	598	0.5693	0.4951	0.5693	0.7546
0.3529	10.5263	600	0.6846	0.4523	0.6846	0.8274
0.3529	10.5614	602	0.7466	0.4488	0.7466	0.8641
0.3529	10.5965	604	0.6832	0.4904	0.6832	0.8266
0.3529	10.6316	606	0.5981	0.5317	0.5981	0.7734
0.3529	10.6667	608	0.5838	0.5031	0.5838	0.7641
0.3529	10.7018	610	0.5901	0.4837	0.5901	0.7682
0.3529	10.7368	612	0.6305	0.5320	0.6305	0.7940
0.3529	10.7719	614	0.6777	0.5132	0.6777	0.8232
0.3529	10.8070	616	0.6933	0.4949	0.6933	0.8326
0.3529	10.8421	618	0.6475	0.5140	0.6475	0.8047
0.3529	10.8772	620	0.6004	0.4958	0.6004	0.7749
0.3529	10.9123	622	0.5839	0.4748	0.5839	0.7641
0.3529	10.9474	624	0.5824	0.4601	0.5824	0.7632
0.3529	10.9825	626	0.5634	0.4672	0.5634	0.7506
0.3529	11.0175	628	0.5810	0.4830	0.5810	0.7622
0.3529	11.0526	630	0.5926	0.4785	0.5926	0.7698
0.3529	11.0877	632	0.5686	0.4773	0.5686	0.7540
0.3529	11.1228	634	0.5533	0.4698	0.5533	0.7438
0.3529	11.1579	636	0.5810	0.4488	0.5810	0.7623
0.3529	11.1930	638	0.6635	0.4081	0.6635	0.8145
0.3529	11.2281	640	0.6967	0.4357	0.6967	0.8347
0.3529	11.2632	642	0.6519	0.4529	0.6519	0.8074
0.3529	11.2982	644	0.5901	0.5242	0.5901	0.7682
0.3529	11.3333	646	0.5809	0.5236	0.5809	0.7622
0.3529	11.3684	648	0.5768	0.5282	0.5768	0.7595
0.3529	11.4035	650	0.5769	0.5420	0.5769	0.7595
0.3529	11.4386	652	0.5798	0.5170	0.5798	0.7615
0.3529	11.4737	654	0.5803	0.5025	0.5803	0.7618
0.3529	11.5088	656	0.5686	0.4422	0.5686	0.7541
0.3529	11.5439	658	0.5607	0.4533	0.5607	0.7488
0.3529	11.5789	660	0.5644	0.4793	0.5644	0.7513
0.3529	11.6140	662	0.5641	0.4952	0.5641	0.7510
0.3529	11.6491	664	0.5640	0.5089	0.5640	0.7510
0.3529	11.6842	666	0.5611	0.4752	0.5611	0.7491
0.3529	11.7193	668	0.5646	0.4900	0.5646	0.7514
0.3529	11.7544	670	0.5766	0.4697	0.5766	0.7593
0.3529	11.7895	672	0.5810	0.4930	0.5810	0.7622
0.3529	11.8246	674	0.5707	0.5254	0.5707	0.7554
0.3529	11.8596	676	0.5654	0.5151	0.5654	0.7519
0.3529	11.8947	678	0.5928	0.4773	0.5928	0.7700
0.3529	11.9298	680	0.6210	0.4495	0.6210	0.7880
0.3529	11.9649	682	0.6026	0.4557	0.6026	0.7763
0.3529	12.0	684	0.5674	0.4427	0.5674	0.7532
0.3529	12.0351	686	0.5688	0.5552	0.5688	0.7542
0.3529	12.0702	688	0.5939	0.5587	0.5939	0.7707
0.3529	12.1053	690	0.5959	0.5495	0.5959	0.7719
0.3529	12.1404	692	0.5715	0.5632	0.5715	0.7560
0.3529	12.1754	694	0.5479	0.5205	0.5479	0.7402
0.3529	12.2105	696	0.5659	0.4190	0.5659	0.7523
0.3529	12.2456	698	0.5981	0.4448	0.5981	0.7734
0.3529	12.2807	700	0.5859	0.4512	0.5859	0.7654
0.3529	12.3158	702	0.5523	0.4822	0.5523	0.7432
0.3529	12.3509	704	0.5585	0.6162	0.5585	0.7473
0.3529	12.3860	706	0.5821	0.5871	0.5821	0.7630
0.3529	12.4211	708	0.5641	0.6390	0.5641	0.7511
0.3529	12.4561	710	0.5432	0.5922	0.5432	0.7370
0.3529	12.4912	712	0.5692	0.4978	0.5692	0.7544
0.3529	12.5263	714	0.5875	0.4850	0.5875	0.7665
0.3529	12.5614	716	0.5947	0.5101	0.5947	0.7712
0.3529	12.5965	718	0.5869	0.5286	0.5869	0.7661
0.3529	12.6316	720	0.5937	0.5162	0.5937	0.7705
0.3529	12.6667	722	0.5856	0.5029	0.5856	0.7653
0.3529	12.7018	724	0.5855	0.5248	0.5855	0.7652
0.3529	12.7368	726	0.5646	0.5258	0.5646	0.7514
0.3529	12.7719	728	0.5475	0.5333	0.5475	0.7399
0.3529	12.8070	730	0.5470	0.5376	0.5470	0.7396
0.3529	12.8421	732	0.5432	0.5253	0.5432	0.7370
0.3529	12.8772	734	0.5401	0.5429	0.5401	0.7349
0.3529	12.9123	736	0.5477	0.5119	0.5477	0.7401
0.3529	12.9474	738	0.5547	0.5548	0.5547	0.7448
0.3529	12.9825	740	0.5532	0.5756	0.5532	0.7437
0.3529	13.0175	742	0.5594	0.5391	0.5594	0.7479
0.3529	13.0526	744	0.5798	0.5324	0.5798	0.7614
0.3529	13.0877	746	0.5750	0.5179	0.5750	0.7583
0.3529	13.1228	748	0.5699	0.5454	0.5699	0.7549
0.3529	13.1579	750	0.5880	0.5283	0.5880	0.7668
0.3529	13.1930	752	0.6180	0.5073	0.6180	0.7861
0.3529	13.2281	754	0.6257	0.4728	0.6257	0.7910
0.3529	13.2632	756	0.6201	0.4893	0.6201	0.7875
0.3529	13.2982	758	0.5839	0.5135	0.5839	0.7642
0.3529	13.3333	760	0.5672	0.4882	0.5672	0.7531
0.3529	13.3684	762	0.5603	0.4816	0.5603	0.7485
0.3529	13.4035	764	0.5599	0.4788	0.5599	0.7483
0.3529	13.4386	766	0.5636	0.4788	0.5636	0.7507
0.3529	13.4737	768	0.5665	0.4788	0.5665	0.7527
0.3529	13.5088	770	0.5735	0.5249	0.5735	0.7573
0.3529	13.5439	772	0.5748	0.4883	0.5748	0.7582
0.3529	13.5789	774	0.5663	0.5051	0.5663	0.7526
0.3529	13.6140	776	0.5665	0.4498	0.5665	0.7526
0.3529	13.6491	778	0.5622	0.4925	0.5622	0.7498
0.3529	13.6842	780	0.5564	0.4788	0.5564	0.7459
0.3529	13.7193	782	0.5607	0.5071	0.5607	0.7488
0.3529	13.7544	784	0.5638	0.4934	0.5638	0.7509
0.3529	13.7895	786	0.5722	0.5041	0.5722	0.7564
0.3529	13.8246	788	0.5772	0.5276	0.5772	0.7597
0.3529	13.8596	790	0.5864	0.5316	0.5864	0.7658
0.3529	13.8947	792	0.5972	0.5164	0.5972	0.7728
0.3529	13.9298	794	0.6066	0.5116	0.6066	0.7788
0.3529	13.9649	796	0.6013	0.5071	0.6013	0.7754
0.3529	14.0	798	0.5911	0.4894	0.5911	0.7689
0.3529	14.0351	800	0.5977	0.4912	0.5977	0.7731
0.3529	14.0702	802	0.6053	0.4596	0.6053	0.7780
0.3529	14.1053	804	0.5862	0.4646	0.5862	0.7656
0.3529	14.1404	806	0.5744	0.4885	0.5744	0.7579
0.3529	14.1754	808	0.5669	0.4714	0.5669	0.7529
0.3529	14.2105	810	0.5700	0.4962	0.5700	0.7550
0.3529	14.2456	812	0.5681	0.4962	0.5681	0.7537
0.3529	14.2807	814	0.5647	0.4763	0.5647	0.7515
0.3529	14.3158	816	0.5676	0.4963	0.5676	0.7534
0.3529	14.3509	818	0.5874	0.5791	0.5874	0.7664
0.3529	14.3860	820	0.6056	0.5559	0.6056	0.7782
0.3529	14.4211	822	0.5847	0.5832	0.5847	0.7646
0.3529	14.4561	824	0.6118	0.5358	0.6118	0.7822
0.3529	14.4912	826	0.7370	0.5082	0.7370	0.8585
0.3529	14.5263	828	0.7789	0.4938	0.7789	0.8826
0.3529	14.5614	830	0.7105	0.5107	0.7105	0.8429
0.3529	14.5965	832	0.6046	0.4971	0.6046	0.7775
0.3529	14.6316	834	0.5717	0.4878	0.5717	0.7561
0.3529	14.6667	836	0.5729	0.4928	0.5729	0.7569
0.3529	14.7018	838	0.5775	0.4827	0.5775	0.7599
0.3529	14.7368	840	0.6227	0.5147	0.6227	0.7891
0.3529	14.7719	842	0.7209	0.4896	0.7209	0.8490
0.3529	14.8070	844	0.7722	0.4773	0.7722	0.8787
0.3529	14.8421	846	0.7226	0.4651	0.7226	0.8500
0.3529	14.8772	848	0.6254	0.5082	0.6254	0.7908
0.3529	14.9123	850	0.5762	0.4888	0.5762	0.7591
0.3529	14.9474	852	0.5759	0.5219	0.5759	0.7589
0.3529	14.9825	854	0.5727	0.5265	0.5727	0.7568
0.3529	15.0175	856	0.5652	0.4890	0.5652	0.7518
0.3529	15.0526	858	0.5758	0.5257	0.5758	0.7588
0.3529	15.0877	860	0.5839	0.4823	0.5839	0.7642
0.3529	15.1228	862	0.5840	0.4812	0.5840	0.7642
0.3529	15.1579	864	0.5726	0.5265	0.5726	0.7567
0.3529	15.1930	866	0.5663	0.4888	0.5663	0.7526
0.3529	15.2281	868	0.5751	0.5051	0.5751	0.7584
0.3529	15.2632	870	0.5829	0.5051	0.5829	0.7635
0.3529	15.2982	872	0.5853	0.5051	0.5853	0.7651
0.3529	15.3333	874	0.5804	0.5112	0.5804	0.7618
0.3529	15.3684	876	0.5713	0.5121	0.5713	0.7558
0.3529	15.4035	878	0.5653	0.5136	0.5653	0.7519
0.3529	15.4386	880	0.5699	0.5331	0.5699	0.7549
0.3529	15.4737	882	0.5885	0.4983	0.5885	0.7671
0.3529	15.5088	884	0.6364	0.5041	0.6364	0.7977
0.3529	15.5439	886	0.6436	0.4913	0.6436	0.8022
0.3529	15.5789	888	0.6236	0.5161	0.6236	0.7897
0.3529	15.6140	890	0.5946	0.4895	0.5946	0.7711
0.3529	15.6491	892	0.5663	0.5061	0.5663	0.7525
0.3529	15.6842	894	0.5612	0.4726	0.5612	0.7492
0.3529	15.7193	896	0.5569	0.4662	0.5569	0.7462
0.3529	15.7544	898	0.5575	0.4714	0.5575	0.7467
0.3529	15.7895	900	0.5619	0.4983	0.5619	0.7496
0.3529	15.8246	902	0.5624	0.5019	0.5624	0.7499
0.3529	15.8596	904	0.5698	0.5483	0.5698	0.7549
0.3529	15.8947	906	0.5780	0.5421	0.5780	0.7603
0.3529	15.9298	908	0.5832	0.5203	0.5832	0.7637
0.3529	15.9649	910	0.5907	0.5230	0.5907	0.7685
0.3529	16.0	912	0.5985	0.5444	0.5985	0.7736
0.3529	16.0351	914	0.5800	0.4948	0.5800	0.7616
0.3529	16.0702	916	0.5751	0.4628	0.5751	0.7584
0.3529	16.1053	918	0.5955	0.4758	0.5955	0.7717
0.3529	16.1404	920	0.6078	0.4240	0.6078	0.7796
0.3529	16.1754	922	0.6260	0.4205	0.6260	0.7912
0.3529	16.2105	924	0.6500	0.4511	0.6500	0.8062
0.3529	16.2456	926	0.6636	0.4533	0.6636	0.8146
0.3529	16.2807	928	0.6354	0.4871	0.6354	0.7971
0.3529	16.3158	930	0.5933	0.4441	0.5933	0.7702
0.3529	16.3509	932	0.5740	0.4480	0.5740	0.7576
0.3529	16.3860	934	0.5636	0.3847	0.5636	0.7508
0.3529	16.4211	936	0.5746	0.4229	0.5746	0.7581
0.3529	16.4561	938	0.5952	0.4365	0.5952	0.7715
0.3529	16.4912	940	0.5780	0.4512	0.5780	0.7602
0.3529	16.5263	942	0.5581	0.5179	0.5581	0.7470
0.3529	16.5614	944	0.5550	0.5293	0.5550	0.7450
0.3529	16.5965	946	0.5771	0.5528	0.5771	0.7597
0.3529	16.6316	948	0.6077	0.5602	0.6077	0.7795
0.3529	16.6667	950	0.6063	0.5602	0.6063	0.7787
0.3529	16.7018	952	0.6040	0.5522	0.6040	0.7772
0.3529	16.7368	954	0.5834	0.5379	0.5834	0.7638
0.3529	16.7719	956	0.5518	0.5253	0.5518	0.7428
0.3529	16.8070	958	0.5429	0.6019	0.5429	0.7368
0.3529	16.8421	960	0.5400	0.5451	0.5400	0.7349
0.3529	16.8772	962	0.5499	0.5729	0.5499	0.7415
0.3529	16.9123	964	0.5559	0.5490	0.5559	0.7456
0.3529	16.9474	966	0.5806	0.5562	0.5806	0.7620
0.3529	16.9825	968	0.6133	0.5294	0.6133	0.7831
0.3529	17.0175	970	0.6151	0.5294	0.6151	0.7843
0.3529	17.0526	972	0.5756	0.5580	0.5756	0.7587
0.3529	17.0877	974	0.5586	0.5594	0.5586	0.7474
0.3529	17.1228	976	0.5312	0.5467	0.5312	0.7288
0.3529	17.1579	978	0.5212	0.5733	0.5212	0.7219
0.3529	17.1930	980	0.5424	0.5519	0.5424	0.7365
0.3529	17.2281	982	0.5749	0.5628	0.5749	0.7582
0.3529	17.2632	984	0.5590	0.5740	0.5590	0.7477
0.3529	17.2982	986	0.5339	0.5645	0.5339	0.7307
0.3529	17.3333	988	0.5315	0.5354	0.5315	0.7291
0.3529	17.3684	990	0.5801	0.4758	0.5801	0.7616
0.3529	17.4035	992	0.6578	0.4784	0.6578	0.8110
0.3529	17.4386	994	0.7374	0.4773	0.7374	0.8587
0.3529	17.4737	996	0.7076	0.4668	0.7076	0.8412
0.3529	17.5088	998	0.6303	0.5015	0.6303	0.7939
0.0707	17.5439	1000	0.5894	0.5150	0.5894	0.7678
0.0707	17.5789	1002	0.5598	0.5189	0.5598	0.7482
0.0707	17.6140	1004	0.5585	0.5371	0.5585	0.7473
0.0707	17.6491	1006	0.5685	0.5150	0.5685	0.7540
0.0707	17.6842	1008	0.5636	0.5156	0.5636	0.7508
0.0707	17.7193	1010	0.5634	0.5314	0.5634	0.7506
0.0707	17.7544	1012	0.5647	0.5305	0.5647	0.7515
0.0707	17.7895	1014	0.5607	0.5464	0.5607	0.7488
0.0707	17.8246	1016	0.5569	0.5156	0.5569	0.7462
0.0707	17.8596	1018	0.5571	0.5184	0.5571	0.7464
0.0707	17.8947	1020	0.5579	0.5276	0.5579	0.7469
0.0707	17.9298	1022	0.5549	0.5395	0.5549	0.7449
0.0707	17.9649	1024	0.5547	0.5616	0.5547	0.7448
0.0707	18.0	1026	0.5574	0.5553	0.5574	0.7466
0.0707	18.0351	1028	0.5605	0.5396	0.5605	0.7487
0.0707	18.0702	1030	0.5574	0.5215	0.5574	0.7466
0.0707	18.1053	1032	0.5575	0.5215	0.5575	0.7466
0.0707	18.1404	1034	0.5525	0.5347	0.5525	0.7433
0.0707	18.1754	1036	0.5518	0.5025	0.5518	0.7428
0.0707	18.2105	1038	0.5636	0.5137	0.5636	0.7507
0.0707	18.2456	1040	0.5587	0.5185	0.5587	0.7474
0.0707	18.2807	1042	0.5490	0.5231	0.5490	0.7410
0.0707	18.3158	1044	0.5509	0.5320	0.5509	0.7422
0.0707	18.3509	1046	0.5505	0.5257	0.5505	0.7420
0.0707	18.3860	1048	0.5507	0.5789	0.5507	0.7421
0.0707	18.4211	1050	0.5583	0.5669	0.5583	0.7472
0.0707	18.4561	1052	0.5572	0.5669	0.5572	0.7465
0.0707	18.4912	1054	0.5608	0.5426	0.5608	0.7489
0.0707	18.5263	1056	0.5537	0.5092	0.5537	0.7441
0.0707	18.5614	1058	0.5392	0.5339	0.5392	0.7343
0.0707	18.5965	1060	0.5334	0.5232	0.5334	0.7304
0.0707	18.6316	1062	0.5316	0.5297	0.5316	0.7291
0.0707	18.6667	1064	0.5352	0.5408	0.5352	0.7316
0.0707	18.7018	1066	0.5503	0.5189	0.5503	0.7418
0.0707	18.7368	1068	0.5969	0.5617	0.5969	0.7726
0.0707	18.7719	1070	0.6265	0.5643	0.6265	0.7915
0.0707	18.8070	1072	0.6281	0.5447	0.6281	0.7926
0.0707	18.8421	1074	0.5837	0.5734	0.5837	0.7640
0.0707	18.8772	1076	0.5536	0.4984	0.5536	0.7441
0.0707	18.9123	1078	0.5494	0.5209	0.5494	0.7412
0.0707	18.9474	1080	0.5589	0.5284	0.5589	0.7476
0.0707	18.9825	1082	0.5770	0.4757	0.5770	0.7596
0.0707	19.0175	1084	0.5711	0.4948	0.5711	0.7557
0.0707	19.0526	1086	0.5598	0.5181	0.5598	0.7482
0.0707	19.0877	1088	0.5624	0.5667	0.5624	0.7499
0.0707	19.1228	1090	0.5639	0.5040	0.5639	0.7509
0.0707	19.1579	1092	0.5678	0.5327	0.5678	0.7535
0.0707	19.1930	1094	0.5804	0.5190	0.5804	0.7618
0.0707	19.2281	1096	0.5979	0.5034	0.5979	0.7732
0.0707	19.2632	1098	0.6114	0.4914	0.6114	0.7819
0.0707	19.2982	1100	0.6025	0.4851	0.6025	0.7762
0.0707	19.3333	1102	0.5941	0.4409	0.5941	0.7708
0.0707	19.3684	1104	0.5810	0.4657	0.5810	0.7623

Framework versions

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