ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k20_task3_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: 0.4918
• Qwk: 0.5269
• Mse: 0.4918
• Rmse: 0.7013

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	0.0215	2	3.3386	-0.0149	3.3386	1.8272
No log	0.0430	4	1.7057	-0.0070	1.7057	1.3060
No log	0.0645	6	1.3836	0.0530	1.3836	1.1763
No log	0.0860	8	0.7320	0.1398	0.7320	0.8556
No log	0.1075	10	0.7579	0.2157	0.7579	0.8706
No log	0.1290	12	0.5802	0.0388	0.5802	0.7617
No log	0.1505	14	0.5768	0.0303	0.5768	0.7595
No log	0.1720	16	0.7392	0.1619	0.7392	0.8598
No log	0.1935	18	0.7393	0.2239	0.7393	0.8598
No log	0.2151	20	0.6012	0.0909	0.6012	0.7754
No log	0.2366	22	0.5823	0.1111	0.5823	0.7631
No log	0.2581	24	0.6125	0.0071	0.6125	0.7826
No log	0.2796	26	0.7462	0.2000	0.7462	0.8638
No log	0.3011	28	0.8598	0.2281	0.8598	0.9272
No log	0.3226	30	0.6550	0.1264	0.6550	0.8093
No log	0.3441	32	0.5641	0.0145	0.5641	0.7510
No log	0.3656	34	0.5484	0.0145	0.5484	0.7406
No log	0.3871	36	0.6438	0.1913	0.6438	0.8024
No log	0.4086	38	0.7229	0.2432	0.7229	0.8503
No log	0.4301	40	0.9228	0.1165	0.9228	0.9606
No log	0.4516	42	0.7855	0.1930	0.7855	0.8863
No log	0.4731	44	0.5701	0.1008	0.5701	0.7551
No log	0.4946	46	0.7791	0.0154	0.7791	0.8827
No log	0.5161	48	0.8130	-0.0207	0.8130	0.9016
No log	0.5376	50	0.5807	0.1773	0.5807	0.7620
No log	0.5591	52	0.7764	0.1481	0.7764	0.8812
No log	0.5806	54	0.8023	0.1481	0.8023	0.8957
No log	0.6022	56	0.6525	0.2457	0.6525	0.8078
No log	0.6237	58	1.0724	-0.0462	1.0724	1.0356
No log	0.6452	60	0.9961	-0.0190	0.9961	0.9980
No log	0.6667	62	0.6956	0.1753	0.6956	0.8340
No log	0.6882	64	0.6205	0.2184	0.6205	0.7877
No log	0.7097	66	0.6462	0.1724	0.6462	0.8039
No log	0.7312	68	0.5630	0.2189	0.5630	0.7503
No log	0.7527	70	0.5864	0.1908	0.5864	0.7658
No log	0.7742	72	0.5981	0.1617	0.5981	0.7733
No log	0.7957	74	0.6334	0.1176	0.6334	0.7959
No log	0.8172	76	0.8948	-0.0800	0.8948	0.9460
No log	0.8387	78	0.8373	-0.0581	0.8373	0.9150
No log	0.8602	80	0.6456	0.1111	0.6456	0.8035
No log	0.8817	82	0.7835	0.2212	0.7835	0.8852
No log	0.9032	84	1.3583	0.1950	1.3583	1.1654
No log	0.9247	86	1.1546	0.1143	1.1546	1.0745
No log	0.9462	88	0.7634	0.0857	0.7634	0.8737
No log	0.9677	90	0.6827	-0.0370	0.6827	0.8262
No log	0.9892	92	0.6688	-0.0159	0.6688	0.8178
No log	1.0108	94	0.6017	0.0476	0.6017	0.7757
No log	1.0323	96	0.5666	0.0476	0.5666	0.7527
No log	1.0538	98	0.5204	0.0815	0.5204	0.7214
No log	1.0753	100	0.7245	0.2356	0.7245	0.8512
No log	1.0968	102	0.9203	0.2000	0.9203	0.9593
No log	1.1183	104	0.7071	0.2000	0.7071	0.8409
No log	1.1398	106	0.6309	0.2329	0.6309	0.7943
No log	1.1613	108	0.7660	0.1832	0.7660	0.8752
No log	1.1828	110	0.5682	0.2432	0.5682	0.7538
No log	1.2043	112	1.1428	0.1704	1.1428	1.0690
No log	1.2258	114	1.1934	0.1941	1.1934	1.0924
No log	1.2473	116	0.5998	0.4694	0.5998	0.7745
No log	1.2688	118	0.8028	0.1861	0.8028	0.8960
No log	1.2903	120	1.0112	0.0462	1.0112	1.0056
No log	1.3118	122	0.9050	0.1203	0.9050	0.9513
No log	1.3333	124	0.5817	0.3913	0.5817	0.7627
No log	1.3548	126	0.7085	0.1238	0.7085	0.8417
No log	1.3763	128	0.6825	0.1174	0.6825	0.8261
No log	1.3978	130	0.5357	0.3446	0.5357	0.7319
No log	1.4194	132	0.5636	0.2195	0.5636	0.7507
No log	1.4409	134	0.5237	0.3563	0.5237	0.7237
No log	1.4624	136	0.5616	0.4098	0.5616	0.7494
No log	1.4839	138	0.6008	0.2340	0.6008	0.7751
No log	1.5054	140	0.5242	0.4424	0.5242	0.7240
No log	1.5269	142	0.6546	0.2086	0.6546	0.8091
No log	1.5484	144	0.7687	0.2621	0.7687	0.8768
No log	1.5699	146	0.5510	0.3455	0.5510	0.7423
No log	1.5914	148	0.5764	0.4620	0.5764	0.7592
No log	1.6129	150	0.5541	0.3000	0.5541	0.7444
No log	1.6344	152	0.6136	0.2575	0.6136	0.7833
No log	1.6559	154	0.6382	0.2575	0.6382	0.7989
No log	1.6774	156	0.5615	0.3778	0.5615	0.7493
No log	1.6989	158	0.6378	0.3035	0.6378	0.7986
No log	1.7204	160	0.5634	0.3708	0.5634	0.7506
No log	1.7419	162	0.6014	0.3054	0.6014	0.7755
No log	1.7634	164	0.9864	0.0791	0.9864	0.9932
No log	1.7849	166	1.2877	0.1447	1.2877	1.1348
No log	1.8065	168	1.0540	0.1667	1.0540	1.0266
No log	1.8280	170	0.5252	0.3829	0.5252	0.7247
No log	1.8495	172	0.6331	0.1776	0.6331	0.7957
No log	1.8710	174	0.5318	0.3778	0.5318	0.7292
No log	1.8925	176	0.6178	0.3369	0.6178	0.7860
No log	1.9140	178	1.3460	0.0951	1.3460	1.1602
No log	1.9355	180	1.3043	0.0951	1.3043	1.1421
No log	1.9570	182	0.7172	0.2709	0.7172	0.8469
No log	1.9785	184	0.4823	0.35	0.4823	0.6945
No log	2.0	186	0.5272	0.3371	0.5272	0.7261
No log	2.0215	188	0.4814	0.4356	0.4814	0.6938
No log	2.0430	190	0.7111	0.2566	0.7111	0.8432
No log	2.0645	192	0.9223	0.1648	0.9223	0.9604
No log	2.0860	194	0.6770	0.3365	0.6770	0.8228
No log	2.1075	196	0.5026	0.3659	0.5026	0.7089
No log	2.1290	198	0.5058	0.4356	0.5058	0.7112
No log	2.1505	200	0.5301	0.2941	0.5301	0.7281
No log	2.1720	202	0.7083	0.1919	0.7083	0.8416
No log	2.1935	204	0.6150	0.1698	0.6150	0.7842
No log	2.2151	206	0.5371	0.3711	0.5371	0.7329
No log	2.2366	208	0.5425	0.4065	0.5425	0.7366
No log	2.2581	210	0.5962	0.2099	0.5962	0.7722
No log	2.2796	212	0.5957	0.2099	0.5957	0.7718
No log	2.3011	214	0.7011	0.0980	0.7011	0.8373
No log	2.3226	216	1.0124	0.1389	1.0124	1.0062
No log	2.3441	218	1.0190	0.1389	1.0190	1.0094
No log	2.3656	220	0.6551	0.1304	0.6551	0.8094
No log	2.3871	222	0.5978	0.2513	0.5978	0.7732
No log	2.4086	224	0.6531	0.2762	0.6531	0.8081
No log	2.4301	226	0.5340	0.4545	0.5340	0.7308
No log	2.4516	228	0.8914	0.0938	0.8914	0.9442
No log	2.4731	230	1.1443	0.1683	1.1443	1.0697
No log	2.4946	232	0.8991	0.1290	0.8991	0.9482
No log	2.5161	234	0.5903	0.2189	0.5903	0.7683
No log	2.5376	236	0.5031	0.4682	0.5031	0.7093
No log	2.5591	238	0.5122	0.4413	0.5122	0.7157
No log	2.5806	240	0.4985	0.4012	0.4985	0.7060
No log	2.6022	242	0.6568	0.2239	0.6568	0.8105
No log	2.6237	244	0.8449	0.1934	0.8449	0.9192
No log	2.6452	246	0.8130	0.2000	0.8130	0.9017
No log	2.6667	248	0.6320	0.2308	0.6320	0.7950
No log	2.6882	250	0.4915	0.4074	0.4915	0.7011
No log	2.7097	252	0.5444	0.3846	0.5444	0.7378
No log	2.7312	254	0.5175	0.3464	0.5175	0.7194
No log	2.7527	256	0.5549	0.2109	0.5549	0.7449
No log	2.7742	258	0.6538	0.1807	0.6538	0.8086
No log	2.7957	260	0.6179	0.1543	0.6179	0.7861
No log	2.8172	262	0.5749	0.3953	0.5749	0.7582
No log	2.8387	264	0.5602	0.4545	0.5602	0.7484
No log	2.8602	266	0.5703	0.4743	0.5703	0.7552
No log	2.8817	268	0.6304	0.2332	0.6304	0.7940
No log	2.9032	270	0.7037	0.2563	0.7037	0.8389
No log	2.9247	272	0.6104	0.2683	0.6104	0.7813
No log	2.9462	274	0.5454	0.3659	0.5454	0.7385
No log	2.9677	276	0.5597	0.3659	0.5597	0.7481
No log	2.9892	278	0.5369	0.4286	0.5369	0.7327
No log	3.0108	280	0.5161	0.4419	0.5161	0.7184
No log	3.0323	282	0.6238	0.3333	0.6238	0.7898
No log	3.0538	284	0.7289	0.1429	0.7289	0.8538
No log	3.0753	286	0.8190	0.1148	0.8190	0.9050
No log	3.0968	288	0.7557	0.2759	0.7557	0.8693
No log	3.1183	290	0.5616	0.3831	0.5616	0.7494
No log	3.1398	292	0.5406	0.3927	0.5406	0.7352
No log	3.1613	294	0.6144	0.3267	0.6144	0.7838
No log	3.1828	296	0.6181	0.3267	0.6181	0.7862
No log	3.2043	298	0.8161	0.2531	0.8161	0.9034
No log	3.2258	300	0.7802	0.2566	0.7802	0.8833
No log	3.2473	302	0.5517	0.3446	0.5517	0.7427
No log	3.2688	304	0.4998	0.4556	0.4998	0.7070
No log	3.2903	306	0.5095	0.3295	0.5095	0.7138
No log	3.3118	308	0.5541	0.3778	0.5541	0.7444
No log	3.3333	310	0.5272	0.3778	0.5272	0.7261
No log	3.3548	312	0.5595	0.4286	0.5595	0.7480
No log	3.3763	314	0.5617	0.4225	0.5617	0.7495
No log	3.3978	316	0.4793	0.5	0.4793	0.6923
No log	3.4194	318	0.4635	0.5088	0.4635	0.6808
No log	3.4409	320	0.4980	0.4043	0.4980	0.7057
No log	3.4624	322	0.4561	0.5088	0.4561	0.6754
No log	3.4839	324	0.4489	0.5402	0.4489	0.6700
No log	3.5054	326	0.5550	0.4526	0.5550	0.7450
No log	3.5269	328	0.7600	0.2203	0.7600	0.8718
No log	3.5484	330	0.7181	0.2566	0.7181	0.8474
No log	3.5699	332	0.5284	0.5056	0.5284	0.7269
No log	3.5914	334	0.4752	0.4545	0.4752	0.6893
No log	3.6129	336	0.4619	0.4483	0.4619	0.6796
No log	3.6344	338	0.4943	0.5	0.4943	0.7030
No log	3.6559	340	0.4932	0.4348	0.4932	0.7023
No log	3.6774	342	0.5091	0.4286	0.5091	0.7135
No log	3.6989	344	0.5952	0.4118	0.5952	0.7715
No log	3.7204	346	0.8268	0.3433	0.8268	0.9093
No log	3.7419	348	0.7529	0.2797	0.7529	0.8677
No log	3.7634	350	0.5492	0.5140	0.5492	0.7411
No log	3.7849	352	0.5168	0.5512	0.5168	0.7189
No log	3.8065	354	0.5089	0.5169	0.5089	0.7134
No log	3.8280	356	0.5609	0.3725	0.5609	0.7489
No log	3.8495	358	0.5237	0.4286	0.5237	0.7236
No log	3.8710	360	0.4897	0.4413	0.4897	0.6998
No log	3.8925	362	0.5346	0.4409	0.5346	0.7311
No log	3.9140	364	0.6312	0.2161	0.6312	0.7945
No log	3.9355	366	0.7763	0.2510	0.7763	0.8811
No log	3.9570	368	0.7921	0.25	0.7921	0.8900
No log	3.9785	370	0.6819	0.3091	0.6819	0.8258
No log	4.0	372	0.5615	0.3831	0.5615	0.7493
No log	4.0215	374	0.5603	0.4667	0.5603	0.7485
No log	4.0430	376	0.5879	0.4010	0.5879	0.7667
No log	4.0645	378	0.6202	0.3645	0.6202	0.7875
No log	4.0860	380	0.5822	0.3645	0.5822	0.7630
No log	4.1075	382	0.5038	0.5025	0.5038	0.7098
No log	4.1290	384	0.4896	0.5102	0.4896	0.6997
No log	4.1505	386	0.5010	0.5074	0.5010	0.7078
No log	4.1720	388	0.4958	0.5074	0.4958	0.7041
No log	4.1935	390	0.4984	0.4924	0.4984	0.7060
No log	4.2151	392	0.5969	0.3860	0.5969	0.7726
No log	4.2366	394	0.6011	0.2811	0.6011	0.7753
No log	4.2581	396	0.4647	0.5556	0.4647	0.6817
No log	4.2796	398	0.4685	0.5027	0.4685	0.6845
No log	4.3011	400	0.4608	0.5692	0.4608	0.6788
No log	4.3226	402	0.4672	0.5282	0.4672	0.6835
No log	4.3441	404	0.5156	0.4343	0.5156	0.7181
No log	4.3656	406	0.5327	0.3846	0.5327	0.7299
No log	4.3871	408	0.4724	0.52	0.4724	0.6873
No log	4.4086	410	0.4631	0.5102	0.4631	0.6805
No log	4.4301	412	0.4639	0.5417	0.4639	0.6811
No log	4.4516	414	0.4751	0.4725	0.4751	0.6893
No log	4.4731	416	0.4777	0.4725	0.4777	0.6912
No log	4.4946	418	0.4578	0.4783	0.4578	0.6766
No log	4.5161	420	0.4648	0.4860	0.4648	0.6818
No log	4.5376	422	0.4649	0.5	0.4649	0.6819
No log	4.5591	424	0.4515	0.4894	0.4515	0.6719
No log	4.5806	426	0.4711	0.4652	0.4711	0.6864
No log	4.6022	428	0.4706	0.4526	0.4706	0.6860
No log	4.6237	430	0.4830	0.4819	0.4830	0.6950
No log	4.6452	432	0.5090	0.4872	0.5090	0.7135
No log	4.6667	434	0.5134	0.5152	0.5134	0.7165
No log	4.6882	436	0.5529	0.4059	0.5529	0.7436
No log	4.7097	438	0.5324	0.4951	0.5324	0.7296
No log	4.7312	440	0.5306	0.5122	0.5306	0.7285
No log	4.7527	442	0.5368	0.5429	0.5368	0.7326
No log	4.7742	444	0.5471	0.4444	0.5471	0.7397
No log	4.7957	446	0.6224	0.2607	0.6224	0.7889
No log	4.8172	448	0.6307	0.2676	0.6307	0.7942
No log	4.8387	450	0.5325	0.4167	0.5325	0.7298
No log	4.8602	452	0.5094	0.4162	0.5094	0.7137
No log	4.8817	454	0.5462	0.4409	0.5462	0.7391
No log	4.9032	456	0.5955	0.3089	0.5955	0.7717
No log	4.9247	458	0.5417	0.2471	0.5417	0.7360
No log	4.9462	460	0.5169	0.3333	0.5169	0.7190
No log	4.9677	462	0.5716	0.3478	0.5716	0.7561
No log	4.9892	464	0.6349	0.3035	0.6349	0.7968
No log	5.0108	466	0.5853	0.2780	0.5853	0.7650
No log	5.0323	468	0.5089	0.4595	0.5089	0.7134
No log	5.0538	470	0.5130	0.5556	0.5130	0.7163
No log	5.0753	472	0.5104	0.4225	0.5104	0.7144
No log	5.0968	474	0.5127	0.4225	0.5127	0.7160
No log	5.1183	476	0.5320	0.4227	0.5320	0.7294
No log	5.1398	478	0.5391	0.3617	0.5391	0.7342
No log	5.1613	480	0.5752	0.3561	0.5752	0.7584
No log	5.1828	482	0.6505	0.2830	0.6505	0.8065
No log	5.2043	484	0.5744	0.3561	0.5744	0.7579
No log	5.2258	486	0.4869	0.4162	0.4869	0.6978
No log	5.2473	488	0.5208	0.4341	0.5208	0.7217
No log	5.2688	490	0.5090	0.4819	0.5090	0.7134
No log	5.2903	492	0.4827	0.5102	0.4827	0.6948
No log	5.3118	494	0.5288	0.3725	0.5288	0.7272
No log	5.3333	496	0.5427	0.3398	0.5427	0.7367
No log	5.3548	498	0.5017	0.4518	0.5017	0.7083
0.4175	5.3763	500	0.5115	0.3951	0.5115	0.7152
0.4175	5.3978	502	0.4826	0.5340	0.4826	0.6947
0.4175	5.4194	504	0.4685	0.5736	0.4685	0.6845
0.4175	5.4409	506	0.4675	0.5602	0.4675	0.6837
0.4175	5.4624	508	0.5412	0.2676	0.5412	0.7357
0.4175	5.4839	510	0.5708	0.2762	0.5708	0.7555
0.4175	5.5054	512	0.5399	0.2676	0.5399	0.7348
0.4175	5.5269	514	0.4686	0.5876	0.4686	0.6845
0.4175	5.5484	516	0.5030	0.4286	0.5030	0.7092
0.4175	5.5699	518	0.5201	0.4167	0.5201	0.7212
0.4175	5.5914	520	0.4798	0.6103	0.4798	0.6927
0.4175	5.6129	522	0.5131	0.3508	0.5131	0.7163
0.4175	5.6344	524	0.5695	0.3462	0.5695	0.7546
0.4175	5.6559	526	0.5493	0.3535	0.5493	0.7412
0.4175	5.6774	528	0.5008	0.4627	0.5008	0.7077
0.4175	5.6989	530	0.5114	0.5510	0.5114	0.7151
0.4175	5.7204	532	0.5719	0.3433	0.5719	0.7562
0.4175	5.7419	534	0.5448	0.4518	0.5448	0.7381
0.4175	5.7634	536	0.4981	0.5692	0.4981	0.7058
0.4175	5.7849	538	0.5150	0.3402	0.5150	0.7177
0.4175	5.8065	540	0.5134	0.3706	0.5134	0.7165
0.4175	5.8280	542	0.4997	0.5692	0.4997	0.7069
0.4175	5.8495	544	0.5017	0.5789	0.5017	0.7083
0.4175	5.8710	546	0.4974	0.4709	0.4974	0.7053
0.4175	5.8925	548	0.5037	0.3295	0.5037	0.7097
0.4175	5.9140	550	0.5006	0.3966	0.5006	0.7075
0.4175	5.9355	552	0.4973	0.4839	0.4973	0.7052
0.4175	5.9570	554	0.5197	0.4353	0.5197	0.7209
0.4175	5.9785	556	0.5333	0.4220	0.5333	0.7302
0.4175	6.0	558	0.5287	0.4353	0.5287	0.7271
0.4175	6.0215	560	0.5018	0.4709	0.5018	0.7084
0.4175	6.0430	562	0.5026	0.3149	0.5026	0.7089
0.4175	6.0645	564	0.5314	0.2766	0.5314	0.7290
0.4175	6.0860	566	0.5416	0.2670	0.5416	0.7360
0.4175	6.1075	568	0.5116	0.4819	0.5116	0.7152
0.4175	6.1290	570	0.5280	0.5094	0.5280	0.7266
0.4175	6.1505	572	0.5417	0.5094	0.5417	0.7360
0.4175	6.1720	574	0.5212	0.5769	0.5212	0.7219
0.4175	6.1935	576	0.5367	0.4	0.5367	0.7326
0.4175	6.2151	578	0.5292	0.4462	0.5292	0.7275
0.4175	6.2366	580	0.5262	0.4462	0.5262	0.7254
0.4175	6.2581	582	0.5359	0.4	0.5359	0.7321
0.4175	6.2796	584	0.6463	0.2579	0.6463	0.8039
0.4175	6.3011	586	0.7525	0.3103	0.7525	0.8675
0.4175	6.3226	588	0.6821	0.2646	0.6821	0.8259
0.4175	6.3441	590	0.5498	0.3951	0.5498	0.7415
0.4175	6.3656	592	0.5193	0.5294	0.5193	0.7206
0.4175	6.3871	594	0.5119	0.5644	0.5119	0.7154
0.4175	6.4086	596	0.5186	0.4747	0.5186	0.7202
0.4175	6.4301	598	0.5426	0.2965	0.5426	0.7366
0.4175	6.4516	600	0.5795	0.2607	0.5795	0.7612
0.4175	6.4731	602	0.5839	0.2607	0.5839	0.7641
0.4175	6.4946	604	0.5312	0.3439	0.5312	0.7288
0.4175	6.5161	606	0.4992	0.4839	0.4992	0.7065
0.4175	6.5376	608	0.5093	0.6103	0.5093	0.7136
0.4175	6.5591	610	0.5377	0.5183	0.5377	0.7333
0.4175	6.5806	612	0.5176	0.5960	0.5176	0.7194
0.4175	6.6022	614	0.5147	0.4343	0.5147	0.7174
0.4175	6.6237	616	0.5362	0.3892	0.5362	0.7323
0.4175	6.6452	618	0.5202	0.4627	0.5202	0.7213
0.4175	6.6667	620	0.5149	0.4627	0.5149	0.7176
0.4175	6.6882	622	0.5072	0.4627	0.5072	0.7122
0.4175	6.7097	624	0.5076	0.4343	0.5076	0.7124
0.4175	6.7312	626	0.5011	0.4343	0.5011	0.7079
0.4175	6.7527	628	0.5059	0.4343	0.5059	0.7113
0.4175	6.7742	630	0.5164	0.3299	0.5164	0.7186
0.4175	6.7957	632	0.4936	0.4343	0.4936	0.7026
0.4175	6.8172	634	0.4874	0.4975	0.4874	0.6981
0.4175	6.8387	636	0.4855	0.5556	0.4855	0.6968
0.4175	6.8602	638	0.4875	0.5294	0.4875	0.6982
0.4175	6.8817	640	0.4843	0.5556	0.4843	0.6959
0.4175	6.9032	642	0.4858	0.5556	0.4858	0.6970
0.4175	6.9247	644	0.4879	0.5294	0.4879	0.6985
0.4175	6.9462	646	0.5139	0.4502	0.5139	0.7169
0.4175	6.9677	648	0.5204	0.4495	0.5204	0.7214
0.4175	6.9892	650	0.4878	0.5294	0.4878	0.6984
0.4175	7.0108	652	0.4847	0.5644	0.4847	0.6962
0.4175	7.0323	654	0.4886	0.5644	0.4886	0.6990
0.4175	7.0538	656	0.4995	0.5423	0.4995	0.7067
0.4175	7.0753	658	0.4934	0.5644	0.4934	0.7025
0.4175	7.0968	660	0.4913	0.5294	0.4913	0.7009
0.4175	7.1183	662	0.5167	0.4233	0.5167	0.7188
0.4175	7.1398	664	0.5294	0.3585	0.5294	0.7276
0.4175	7.1613	666	0.5056	0.4	0.5056	0.7110
0.4175	7.1828	668	0.4791	0.4819	0.4791	0.6922
0.4175	7.2043	670	0.4913	0.5368	0.4913	0.7009
0.4175	7.2258	672	0.5008	0.5233	0.5008	0.7077
0.4175	7.2473	674	0.4914	0.5368	0.4914	0.7010
0.4175	7.2688	676	0.4786	0.4973	0.4786	0.6918
0.4175	7.2903	678	0.4805	0.4222	0.4805	0.6932
0.4175	7.3118	680	0.4841	0.4105	0.4841	0.6958
0.4175	7.3333	682	0.4975	0.4225	0.4975	0.7053
0.4175	7.3548	684	0.5053	0.4167	0.5053	0.7109
0.4175	7.3763	686	0.5071	0.4112	0.5071	0.7121
0.4175	7.3978	688	0.5046	0.4167	0.5046	0.7104
0.4175	7.4194	690	0.5106	0.4112	0.5106	0.7146
0.4175	7.4409	692	0.4921	0.5269	0.4921	0.7015
0.4175	7.4624	694	0.5007	0.5692	0.5007	0.7076
0.4175	7.4839	696	0.5034	0.5556	0.5034	0.7095
0.4175	7.5054	698	0.5001	0.5692	0.5001	0.7072
0.4175	7.5269	700	0.4934	0.5183	0.4934	0.7024
0.4175	7.5484	702	0.4980	0.5102	0.4980	0.7057
0.4175	7.5699	704	0.4960	0.5102	0.4960	0.7043
0.4175	7.5914	706	0.4896	0.5833	0.4896	0.6997
0.4175	7.6129	708	0.4897	0.5833	0.4897	0.6998
0.4175	7.6344	710	0.4904	0.5833	0.4904	0.7003
0.4175	7.6559	712	0.4888	0.5833	0.4888	0.6991
0.4175	7.6774	714	0.4856	0.5833	0.4856	0.6969
0.4175	7.6989	716	0.4864	0.5833	0.4864	0.6974
0.4175	7.7204	718	0.4939	0.5833	0.4939	0.7028
0.4175	7.7419	720	0.4960	0.5833	0.4960	0.7043
0.4175	7.7634	722	0.4952	0.5833	0.4952	0.7037
0.4175	7.7849	724	0.4967	0.5736	0.4967	0.7048
0.4175	7.8065	726	0.5148	0.4175	0.5148	0.7175
0.4175	7.8280	728	0.5224	0.4175	0.5224	0.7227
0.4175	7.8495	730	0.5281	0.4833	0.5281	0.7267
0.4175	7.8710	732	0.5191	0.5644	0.5191	0.7205
0.4175	7.8925	734	0.5178	0.5736	0.5178	0.7196
0.4175	7.9140	736	0.5156	0.5736	0.5156	0.7181
0.4175	7.9355	738	0.5167	0.5417	0.5167	0.7188
0.4175	7.9570	740	0.5112	0.5417	0.5112	0.7150
0.4175	7.9785	742	0.5053	0.5736	0.5053	0.7109
0.4175	8.0	744	0.5068	0.4764	0.5068	0.7119
0.4175	8.0215	746	0.5082	0.4468	0.5082	0.7129
0.4175	8.0430	748	0.5026	0.5052	0.5026	0.7089
0.4175	8.0645	750	0.5019	0.5417	0.5019	0.7084
0.4175	8.0860	752	0.5079	0.5508	0.5079	0.7127
0.4175	8.1075	754	0.5257	0.5377	0.5257	0.7250
0.4175	8.1290	756	0.5355	0.4583	0.5355	0.7318
0.4175	8.1505	758	0.5195	0.5510	0.5195	0.7208
0.4175	8.1720	760	0.5010	0.5508	0.5010	0.7078
0.4175	8.1935	762	0.4983	0.4098	0.4983	0.7059
0.4175	8.2151	764	0.5058	0.4725	0.5058	0.7112
0.4175	8.2366	766	0.5101	0.4725	0.5101	0.7142
0.4175	8.2581	768	0.5048	0.4725	0.5048	0.7105
0.4175	8.2796	770	0.5041	0.4725	0.5041	0.7100
0.4175	8.3011	772	0.5085	0.4725	0.5085	0.7131
0.4175	8.3226	774	0.5176	0.4091	0.5176	0.7195
0.4175	8.3441	776	0.5291	0.2766	0.5291	0.7274
0.4175	8.3656	778	0.5389	0.2766	0.5389	0.7341
0.4175	8.3871	780	0.5379	0.3508	0.5379	0.7334
0.4175	8.4086	782	0.5165	0.4462	0.5165	0.7187
0.4175	8.4301	784	0.5077	0.5464	0.5077	0.7126
0.4175	8.4516	786	0.5080	0.5508	0.5080	0.7128
0.4175	8.4731	788	0.5106	0.5508	0.5106	0.7145
0.4175	8.4946	790	0.5106	0.5508	0.5106	0.7145
0.4175	8.5161	792	0.5109	0.5464	0.5109	0.7148
0.4175	8.5376	794	0.5142	0.5377	0.5142	0.7171
0.4175	8.5591	796	0.5124	0.5377	0.5124	0.7158
0.4175	8.5806	798	0.5085	0.5464	0.5085	0.7131
0.4175	8.6022	800	0.5065	0.5464	0.5065	0.7117
0.4175	8.6237	802	0.5046	0.5132	0.5046	0.7104
0.4175	8.6452	804	0.5033	0.5417	0.5033	0.7095
0.4175	8.6667	806	0.5031	0.5417	0.5031	0.7093
0.4175	8.6882	808	0.5027	0.5417	0.5027	0.7090
0.4175	8.7097	810	0.5026	0.4409	0.5026	0.7089
0.4175	8.7312	812	0.5028	0.4098	0.5028	0.7091
0.4175	8.7527	814	0.5020	0.4098	0.5020	0.7085
0.4175	8.7742	816	0.5052	0.4595	0.5052	0.7108
0.4175	8.7957	818	0.5052	0.4595	0.5052	0.7108
0.4175	8.8172	820	0.5031	0.4468	0.5031	0.7093
0.4175	8.8387	822	0.5025	0.5217	0.5025	0.7088
0.4175	8.8602	824	0.5047	0.5508	0.5047	0.7104
0.4175	8.8817	826	0.5033	0.5217	0.5033	0.7095
0.4175	8.9032	828	0.5006	0.4157	0.5006	0.7075
0.4175	8.9247	830	0.4990	0.4536	0.4990	0.7064
0.4175	8.9462	832	0.5008	0.4286	0.5008	0.7077
0.4175	8.9677	834	0.5071	0.3636	0.5071	0.7121
0.4175	8.9892	836	0.5160	0.3258	0.5160	0.7183
0.4175	9.0108	838	0.5141	0.3258	0.5141	0.7170
0.4175	9.0323	840	0.5055	0.3636	0.5055	0.7110
0.4175	9.0538	842	0.4961	0.4222	0.4961	0.7043
0.4175	9.0753	844	0.4948	0.4536	0.4948	0.7035
0.4175	9.0968	846	0.4958	0.4157	0.4958	0.7041
0.4175	9.1183	848	0.4966	0.3757	0.4966	0.7047
0.4175	9.1398	850	0.4966	0.3757	0.4966	0.7047
0.4175	9.1613	852	0.4948	0.4536	0.4948	0.7034
0.4175	9.1828	854	0.4945	0.4536	0.4945	0.7032
0.4175	9.2043	856	0.4946	0.4536	0.4946	0.7033
0.4175	9.2258	858	0.4972	0.4536	0.4972	0.7051
0.4175	9.2473	860	0.4984	0.4536	0.4984	0.7059
0.4175	9.2688	862	0.4975	0.4536	0.4975	0.7053
0.4175	9.2903	864	0.4970	0.4536	0.4970	0.7050
0.4175	9.3118	866	0.4965	0.5269	0.4965	0.7046
0.4175	9.3333	868	0.4965	0.5269	0.4965	0.7046
0.4175	9.3548	870	0.4962	0.5269	0.4962	0.7044
0.4175	9.3763	872	0.4960	0.4536	0.4960	0.7043
0.4175	9.3978	874	0.4958	0.4536	0.4958	0.7041
0.4175	9.4194	876	0.4956	0.4536	0.4956	0.7040
0.4175	9.4409	878	0.4954	0.4536	0.4954	0.7039
0.4175	9.4624	880	0.4961	0.4536	0.4961	0.7044
0.4175	9.4839	882	0.4964	0.4536	0.4964	0.7045
0.4175	9.5054	884	0.4976	0.4536	0.4976	0.7054
0.4175	9.5269	886	0.4969	0.4536	0.4969	0.7049
0.4175	9.5484	888	0.4960	0.4536	0.4960	0.7042
0.4175	9.5699	890	0.4946	0.4536	0.4946	0.7033
0.4175	9.5914	892	0.4935	0.4536	0.4935	0.7025
0.4175	9.6129	894	0.4929	0.4536	0.4929	0.7021
0.4175	9.6344	896	0.4929	0.4536	0.4929	0.7021
0.4175	9.6559	898	0.4925	0.4536	0.4925	0.7018
0.4175	9.6774	900	0.4930	0.4536	0.4930	0.7021
0.4175	9.6989	902	0.4941	0.4536	0.4941	0.7029
0.4175	9.7204	904	0.4944	0.4536	0.4944	0.7032
0.4175	9.7419	906	0.4939	0.4536	0.4939	0.7027
0.4175	9.7634	908	0.4930	0.4536	0.4930	0.7021
0.4175	9.7849	910	0.4924	0.4536	0.4924	0.7017
0.4175	9.8065	912	0.4922	0.4536	0.4922	0.7016
0.4175	9.8280	914	0.4921	0.4536	0.4921	0.7015
0.4175	9.8495	916	0.4921	0.4536	0.4921	0.7015
0.4175	9.8710	918	0.4922	0.5269	0.4922	0.7015
0.4175	9.8925	920	0.4922	0.5269	0.4922	0.7016
0.4175	9.9140	922	0.4921	0.5269	0.4921	0.7015
0.4175	9.9355	924	0.4920	0.5269	0.4920	0.7014
0.4175	9.9570	926	0.4919	0.5269	0.4919	0.7014
0.4175	9.9785	928	0.4919	0.5269	0.4919	0.7013
0.4175	10.0	930	0.4918	0.5269	0.4918	0.7013

Framework versions

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