ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_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: 0.9415
• Qwk: 0.6533
• Mse: 0.9415
• Rmse: 0.9703

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	0.0299	2	6.8416	0.0242	6.8416	2.6156
No log	0.0597	4	4.5995	0.0576	4.5995	2.1446
No log	0.0896	6	3.0154	0.0513	3.0154	1.7365
No log	0.1194	8	2.4242	0.0426	2.4242	1.5570
No log	0.1493	10	2.0695	0.1260	2.0695	1.4386
No log	0.1791	12	1.9967	0.0992	1.9967	1.4131
No log	0.2090	14	2.0436	0.1600	2.0436	1.4296
No log	0.2388	16	2.1172	0.1846	2.1172	1.4550
No log	0.2687	18	2.4520	0.1831	2.4520	1.5659
No log	0.2985	20	3.3609	0.0460	3.3609	1.8333
No log	0.3284	22	3.3819	0.0323	3.3819	1.8390
No log	0.3582	24	2.5369	0.1892	2.5369	1.5928
No log	0.3881	26	1.8575	0.2424	1.8575	1.3629
No log	0.4179	28	1.7064	0.2807	1.7064	1.3063
No log	0.4478	30	1.6963	0.3167	1.6963	1.3024
No log	0.4776	32	1.7963	0.2857	1.7963	1.3403
No log	0.5075	34	2.0735	0.2676	2.0735	1.4400
No log	0.5373	36	2.3922	0.2468	2.3922	1.5467
No log	0.5672	38	2.7723	0.2738	2.7723	1.6650
No log	0.5970	40	2.5505	0.2963	2.5505	1.5970
No log	0.6269	42	2.3143	0.2781	2.3143	1.5213
No log	0.6567	44	2.1530	0.1871	2.1530	1.4673
No log	0.6866	46	2.2534	0.0979	2.2534	1.5011
No log	0.7164	48	2.4258	0.1351	2.4258	1.5575
No log	0.7463	50	2.8549	0.2751	2.8549	1.6896
No log	0.7761	52	4.0984	0.1235	4.0984	2.0245
No log	0.8060	54	4.6687	0.1102	4.6687	2.1607
No log	0.8358	56	3.9714	0.1240	3.9714	1.9928
No log	0.8657	58	3.4474	0.1150	3.4474	1.8567
No log	0.8955	60	3.1767	0.1517	3.1767	1.7823
No log	0.9254	62	3.0123	0.1348	3.0123	1.7356
No log	0.9552	64	2.5807	0.1576	2.5807	1.6064
No log	0.9851	66	2.2444	0.2533	2.2444	1.4981
No log	1.0149	68	2.3636	0.1375	2.3636	1.5374
No log	1.0448	70	2.2322	0.1290	2.2322	1.4941
No log	1.0746	72	1.8479	0.3529	1.8479	1.3594
No log	1.1045	74	1.5718	0.3667	1.5718	1.2537
No log	1.1343	76	1.6414	0.3419	1.6414	1.2812
No log	1.1642	78	1.7623	0.3559	1.7623	1.3275
No log	1.1940	80	1.8658	0.4127	1.8658	1.3660
No log	1.2239	82	2.0002	0.2044	2.0002	1.4143
No log	1.2537	84	1.9279	0.2519	1.9279	1.3885
No log	1.2836	86	1.8507	0.3206	1.8507	1.3604
No log	1.3134	88	1.7161	0.3969	1.7161	1.3100
No log	1.3433	90	1.5556	0.3810	1.5556	1.2472
No log	1.3731	92	1.3902	0.4032	1.3902	1.1791
No log	1.4030	94	1.3607	0.4615	1.3607	1.1665
No log	1.4328	96	1.5255	0.5070	1.5255	1.2351
No log	1.4627	98	1.5043	0.5070	1.5043	1.2265
No log	1.4925	100	1.2694	0.4409	1.2694	1.1267
No log	1.5224	102	1.1858	0.4320	1.1858	1.0889
No log	1.5522	104	1.1635	0.4320	1.1635	1.0787
No log	1.5821	106	1.2089	0.4286	1.2089	1.0995
No log	1.6119	108	1.3958	0.4593	1.3958	1.1815
No log	1.6418	110	1.7654	0.4198	1.7654	1.3287
No log	1.6716	112	1.6945	0.4645	1.6945	1.3017
No log	1.7015	114	1.4398	0.4275	1.4398	1.1999
No log	1.7313	116	1.3281	0.4885	1.3281	1.1524
No log	1.7612	118	1.3198	0.4496	1.3198	1.1488
No log	1.7910	120	1.2790	0.4375	1.2790	1.1309
No log	1.8209	122	1.2481	0.4219	1.2481	1.1172
No log	1.8507	124	1.2643	0.4219	1.2643	1.1244
No log	1.8806	126	1.3189	0.4219	1.3189	1.1484
No log	1.9104	128	1.4364	0.4361	1.4364	1.1985
No log	1.9403	130	1.7907	0.3484	1.7907	1.3382
No log	1.9701	132	2.2302	0.3077	2.2302	1.4934
No log	2.0	134	2.3886	0.3164	2.3886	1.5455
No log	2.0299	136	2.2058	0.3448	2.2058	1.4852
No log	2.0597	138	1.7978	0.3899	1.7978	1.3408
No log	2.0896	140	1.4578	0.4658	1.4578	1.2074
No log	2.1194	142	1.3765	0.5072	1.3765	1.1732
No log	2.1493	144	1.2202	0.4962	1.2202	1.1046
No log	2.1791	146	1.1574	0.5039	1.1574	1.0758
No log	2.2090	148	1.1790	0.5156	1.1790	1.0858
No log	2.2388	150	1.3543	0.4724	1.3543	1.1637
No log	2.2687	152	1.4200	0.3846	1.4200	1.1916
No log	2.2985	154	1.3429	0.4409	1.3429	1.1588
No log	2.3284	156	1.2544	0.4375	1.2544	1.1200
No log	2.3582	158	1.3602	0.4511	1.3602	1.1663
No log	2.3881	160	1.3720	0.4627	1.3720	1.1713
No log	2.4179	162	1.5338	0.4384	1.5338	1.2385
No log	2.4478	164	1.7206	0.4121	1.7206	1.3117
No log	2.4776	166	1.6513	0.4606	1.6513	1.2850
No log	2.5075	168	1.4862	0.4768	1.4862	1.2191
No log	2.5373	170	1.4006	0.5101	1.4006	1.1835
No log	2.5672	172	1.4185	0.5229	1.4185	1.1910
No log	2.5970	174	1.7500	0.4268	1.7500	1.3229
No log	2.6269	176	2.0000	0.3837	2.0000	1.4142
No log	2.6567	178	1.9406	0.4407	1.9406	1.3930
No log	2.6866	180	1.5584	0.5031	1.5584	1.2484
No log	2.7164	182	1.2510	0.5170	1.2510	1.1185
No log	2.7463	184	1.1182	0.5532	1.1182	1.0574
No log	2.7761	186	1.0835	0.5581	1.0835	1.0409
No log	2.8060	188	1.1063	0.5846	1.1063	1.0518
No log	2.8358	190	1.1537	0.5630	1.1537	1.0741
No log	2.8657	192	1.2554	0.5503	1.2554	1.1204
No log	2.8955	194	1.5162	0.5581	1.5162	1.2313
No log	2.9254	196	1.6432	0.5143	1.6432	1.2819
No log	2.9552	198	1.5307	0.5521	1.5307	1.2372
No log	2.9851	200	1.0882	0.6383	1.0882	1.0432
No log	3.0149	202	1.0249	0.5882	1.0249	1.0124
No log	3.0448	204	1.0988	0.5857	1.0988	1.0482
No log	3.0746	206	1.1806	0.5571	1.1806	1.0865
No log	3.1045	208	1.2814	0.4889	1.2814	1.1320
No log	3.1343	210	1.0907	0.5401	1.0907	1.0444
No log	3.1642	212	1.0397	0.5926	1.0397	1.0197
No log	3.1940	214	1.4286	0.5590	1.4286	1.1952
No log	3.2239	216	1.7282	0.5054	1.7282	1.3146
No log	3.2537	218	1.6082	0.4862	1.6082	1.2681
No log	3.2836	220	1.3533	0.5917	1.3533	1.1633
No log	3.3134	222	1.1346	0.575	1.1346	1.0652
No log	3.3433	224	1.0643	0.5974	1.0643	1.0316
No log	3.3731	226	1.0593	0.6	1.0593	1.0292
No log	3.4030	228	1.1430	0.5844	1.1430	1.0691
No log	3.4328	230	1.2293	0.5395	1.2293	1.1087
No log	3.4627	232	1.3053	0.5786	1.3053	1.1425
No log	3.4925	234	1.4225	0.5125	1.4225	1.1927
No log	3.5224	236	1.6465	0.4286	1.6465	1.2832
No log	3.5522	238	2.0802	0.3793	2.0802	1.4423
No log	3.5821	240	2.5472	0.2260	2.5472	1.5960
No log	3.6119	242	2.5840	0.2333	2.5840	1.6075
No log	3.6418	244	1.7895	0.3952	1.7895	1.3377
No log	3.6716	246	1.3217	0.5359	1.3217	1.1497
No log	3.7015	248	1.0958	0.5850	1.0958	1.0468
No log	3.7313	250	1.0399	0.6143	1.0399	1.0197
No log	3.7612	252	1.0934	0.6069	1.0934	1.0457
No log	3.7910	254	1.1571	0.5789	1.1571	1.0757
No log	3.8209	256	1.1639	0.5823	1.1639	1.0789
No log	3.8507	258	1.1765	0.5823	1.1765	1.0847
No log	3.8806	260	1.0646	0.6203	1.0646	1.0318
No log	3.9104	262	0.9407	0.6710	0.9407	0.9699
No log	3.9403	264	0.9115	0.6207	0.9115	0.9547
No log	3.9701	266	0.9229	0.6338	0.9229	0.9607
No log	4.0	268	0.9249	0.6479	0.9249	0.9617
No log	4.0299	270	0.8960	0.6525	0.8960	0.9466
No log	4.0597	272	0.8337	0.6933	0.8337	0.9131
No log	4.0896	274	0.7879	0.7355	0.7879	0.8876
No log	4.1194	276	0.7888	0.7651	0.7888	0.8881
No log	4.1493	278	0.8008	0.7183	0.8008	0.8948
No log	4.1791	280	0.9002	0.6765	0.9002	0.9488
No log	4.2090	282	0.9691	0.6377	0.9691	0.9844
No log	4.2388	284	0.9394	0.6765	0.9394	0.9692
No log	4.2687	286	0.8452	0.6767	0.8452	0.9193
No log	4.2985	288	0.8340	0.7101	0.8340	0.9132
No log	4.3284	290	0.8558	0.6364	0.8558	0.9251
No log	4.3582	292	0.8977	0.6316	0.8977	0.9475
No log	4.3881	294	0.9445	0.6119	0.9445	0.9719
No log	4.4179	296	0.8853	0.6471	0.8853	0.9409
No log	4.4478	298	0.8211	0.6763	0.8211	0.9061
No log	4.4776	300	0.8011	0.6912	0.8011	0.8950
No log	4.5075	302	0.8573	0.6963	0.8573	0.9259
No log	4.5373	304	0.9658	0.6917	0.9658	0.9828
No log	4.5672	306	1.0222	0.6917	1.0222	1.0111
No log	4.5970	308	0.9143	0.6861	0.9143	0.9562
No log	4.6269	310	0.8489	0.6418	0.8489	0.9214
No log	4.6567	312	0.8568	0.6377	0.8568	0.9257
No log	4.6866	314	0.8440	0.6475	0.8440	0.9187
No log	4.7164	316	0.8482	0.7050	0.8482	0.9210
No log	4.7463	318	0.8912	0.6912	0.8912	0.9440
No log	4.7761	320	0.9354	0.6131	0.9354	0.9672
No log	4.8060	322	0.9370	0.6222	0.9370	0.9680
No log	4.8358	324	0.9412	0.6131	0.9412	0.9702
No log	4.8657	326	0.9528	0.5942	0.9528	0.9761
No log	4.8955	328	0.9249	0.6370	0.9249	0.9617
No log	4.9254	330	0.9134	0.6853	0.9134	0.9557
No log	4.9552	332	0.9123	0.6857	0.9123	0.9552
No log	4.9851	334	0.8940	0.6765	0.8940	0.9455
No log	5.0149	336	0.9067	0.6857	0.9067	0.9522
No log	5.0448	338	0.9988	0.625	0.9988	0.9994
No log	5.0746	340	1.0954	0.5621	1.0954	1.0466
No log	5.1045	342	1.0956	0.5490	1.0956	1.0467
No log	5.1343	344	1.1603	0.5223	1.1603	1.0772
No log	5.1642	346	1.1635	0.5223	1.1635	1.0786
No log	5.1940	348	1.2282	0.5223	1.2282	1.1083
No log	5.2239	350	1.3783	0.5150	1.3783	1.1740
No log	5.2537	352	1.5246	0.5091	1.5246	1.2347
No log	5.2836	354	1.4475	0.5031	1.4475	1.2031
No log	5.3134	356	1.3846	0.4865	1.3846	1.1767
No log	5.3433	358	1.3850	0.4595	1.3850	1.1769
No log	5.3731	360	1.3211	0.4317	1.3211	1.1494
No log	5.4030	362	1.2711	0.4211	1.2711	1.1274
No log	5.4328	364	1.3335	0.4361	1.3335	1.1548
No log	5.4627	366	1.4641	0.4179	1.4641	1.2100
No log	5.4925	368	1.5888	0.4118	1.5888	1.2605
No log	5.5224	370	1.5210	0.4571	1.5210	1.2333
No log	5.5522	372	1.5032	0.4861	1.5032	1.2261
No log	5.5821	374	1.5732	0.4903	1.5732	1.2543
No log	5.6119	376	1.5712	0.4713	1.5712	1.2535
No log	5.6418	378	1.4454	0.4841	1.4454	1.2023
No log	5.6716	380	1.2223	0.5256	1.2223	1.1056
No log	5.7015	382	1.0834	0.6533	1.0834	1.0408
No log	5.7313	384	1.0384	0.6438	1.0384	1.0190
No log	5.7612	386	1.0221	0.6577	1.0221	1.0110
No log	5.7910	388	0.9638	0.6712	0.9638	0.9817
No log	5.8209	390	0.9319	0.6338	0.9319	0.9653
No log	5.8507	392	0.9098	0.6667	0.9098	0.9539
No log	5.8806	394	0.9226	0.6712	0.9226	0.9605
No log	5.9104	396	0.9354	0.6338	0.9354	0.9671
No log	5.9403	398	0.8852	0.6667	0.8852	0.9408
No log	5.9701	400	0.8999	0.6395	0.8999	0.9486
No log	6.0	402	1.0220	0.6065	1.0220	1.0109
No log	6.0299	404	1.0473	0.5949	1.0473	1.0234
No log	6.0597	406	0.9383	0.65	0.9383	0.9686
No log	6.0896	408	0.8857	0.6154	0.8857	0.9411
No log	6.1194	410	0.9550	0.6087	0.9550	0.9772
No log	6.1493	412	0.9757	0.6423	0.9757	0.9878
No log	6.1791	414	0.9836	0.6232	0.9836	0.9918
No log	6.2090	416	1.1259	0.5352	1.1259	1.0611
No log	6.2388	418	1.2167	0.5290	1.2167	1.1030
No log	6.2687	420	1.0788	0.5850	1.0788	1.0387
No log	6.2985	422	0.9623	0.5755	0.9623	0.9810
No log	6.3284	424	0.8939	0.6571	0.8939	0.9455
No log	6.3582	426	0.8843	0.6763	0.8843	0.9404
No log	6.3881	428	0.8936	0.6423	0.8936	0.9453
No log	6.4179	430	0.8773	0.6377	0.8773	0.9366
No log	6.4478	432	0.8878	0.6713	0.8878	0.9422
No log	6.4776	434	0.9923	0.6543	0.9923	0.9961
No log	6.5075	436	1.0518	0.6707	1.0518	1.0256
No log	6.5373	438	0.9795	0.6625	0.9795	0.9897
No log	6.5672	440	0.9404	0.6839	0.9404	0.9697
No log	6.5970	442	0.9301	0.7013	0.9301	0.9644
No log	6.6269	444	0.9270	0.6968	0.9270	0.9628
No log	6.6567	446	0.9214	0.6928	0.9214	0.9599
No log	6.6866	448	0.9264	0.6928	0.9264	0.9625
No log	6.7164	450	0.9384	0.6842	0.9384	0.9687
No log	6.7463	452	0.9754	0.6879	0.9754	0.9876
No log	6.7761	454	1.0434	0.6375	1.0434	1.0215
No log	6.8060	456	1.0428	0.6584	1.0428	1.0212
No log	6.8358	458	1.0275	0.6624	1.0275	1.0137
No log	6.8657	460	1.0433	0.6494	1.0433	1.0214
No log	6.8955	462	1.0995	0.6369	1.0995	1.0486
No log	6.9254	464	1.1616	0.5660	1.1616	1.0778
No log	6.9552	466	1.1818	0.5395	1.1818	1.0871
No log	6.9851	468	1.1955	0.5103	1.1955	1.0934
No log	7.0149	470	1.2382	0.4861	1.2382	1.1128
No log	7.0448	472	1.2764	0.4412	1.2764	1.1298
No log	7.0746	474	1.2210	0.5	1.2210	1.1050
No log	7.1045	476	1.1512	0.5075	1.1512	1.0729
No log	7.1343	478	1.1001	0.5588	1.1001	1.0489
No log	7.1642	480	1.1758	0.5584	1.1758	1.0843
No log	7.1940	482	1.1893	0.5605	1.1893	1.0906
No log	7.2239	484	1.1797	0.5548	1.1797	1.0861
No log	7.2537	486	1.3388	0.5488	1.3388	1.1571
No log	7.2836	488	1.4839	0.4819	1.4839	1.2182
No log	7.3134	490	1.3555	0.5342	1.3555	1.1643
No log	7.3433	492	1.2078	0.5786	1.2078	1.0990
No log	7.3731	494	1.0570	0.5775	1.0570	1.0281
No log	7.4030	496	0.9890	0.6475	0.9890	0.9945
No log	7.4328	498	0.9900	0.6475	0.9900	0.9950
0.4625	7.4627	500	0.9928	0.6618	0.9928	0.9964
0.4625	7.4925	502	0.9606	0.6377	0.9606	0.9801
0.4625	7.5224	504	0.9494	0.6119	0.9494	0.9744
0.4625	7.5522	506	0.9627	0.6197	0.9627	0.9812
0.4625	7.5821	508	0.9666	0.6575	0.9666	0.9832
0.4625	7.6119	510	0.9497	0.6667	0.9497	0.9745
0.4625	7.6418	512	0.9734	0.6351	0.9734	0.9866
0.4625	7.6716	514	0.9761	0.6216	0.9761	0.9880
0.4625	7.7015	516	0.9651	0.6027	0.9651	0.9824
0.4625	7.7313	518	0.9365	0.6056	0.9365	0.9678
0.4625	7.7612	520	0.8990	0.6715	0.8990	0.9481
0.4625	7.7910	522	0.9213	0.6176	0.9213	0.9598
0.4625	7.8209	524	0.9315	0.6423	0.9315	0.9651
0.4625	7.8507	526	0.9236	0.6667	0.9236	0.9610
0.4625	7.8806	528	0.9314	0.6434	0.9314	0.9651
0.4625	7.9104	530	0.9399	0.6434	0.9399	0.9695
0.4625	7.9403	532	0.9366	0.6712	0.9366	0.9678
0.4625	7.9701	534	0.9446	0.6714	0.9446	0.9719
0.4625	8.0	536	0.9502	0.6429	0.9502	0.9748
0.4625	8.0299	538	0.9573	0.6620	0.9573	0.9784
0.4625	8.0597	540	0.9562	0.6667	0.9562	0.9779
0.4625	8.0896	542	0.9364	0.6759	0.9364	0.9677
0.4625	8.1194	544	0.9269	0.6479	0.9269	0.9627
0.4625	8.1493	546	0.9136	0.6479	0.9136	0.9558
0.4625	8.1791	548	0.8987	0.6429	0.8987	0.9480
0.4625	8.2090	550	0.8936	0.6809	0.8936	0.9453
0.4625	8.2388	552	0.9118	0.6569	0.9118	0.9549
0.4625	8.2687	554	0.9458	0.7206	0.9458	0.9725
0.4625	8.2985	556	0.9722	0.6767	0.9722	0.9860
0.4625	8.3284	558	0.9672	0.6912	0.9672	0.9834
0.4625	8.3582	560	0.9074	0.7194	0.9074	0.9526
0.4625	8.3881	562	0.8779	0.7143	0.8779	0.9370
0.4625	8.4179	564	0.8841	0.6897	0.8841	0.9403
0.4625	8.4478	566	0.9061	0.6887	0.9061	0.9519
0.4625	8.4776	568	0.9592	0.6623	0.9592	0.9794
0.4625	8.5075	570	1.0339	0.6375	1.0339	1.0168
0.4625	8.5373	572	1.0703	0.6506	1.0703	1.0345
0.4625	8.5672	574	1.0193	0.6543	1.0193	1.0096
0.4625	8.5970	576	0.9192	0.6871	0.9192	0.9588
0.4625	8.6269	578	0.8697	0.7215	0.8697	0.9326
0.4625	8.6567	580	0.8679	0.7532	0.8679	0.9316
0.4625	8.6866	582	0.8800	0.6901	0.8800	0.9381
0.4625	8.7164	584	0.8857	0.6809	0.8857	0.9411
0.4625	8.7463	586	0.9015	0.6809	0.9015	0.9495
0.4625	8.7761	588	0.9028	0.6809	0.9028	0.9502
0.4625	8.8060	590	0.8933	0.7	0.8933	0.9452
0.4625	8.8358	592	0.9134	0.6809	0.9134	0.9557
0.4625	8.8657	594	0.9365	0.6571	0.9365	0.9677
0.4625	8.8955	596	0.9277	0.6573	0.9277	0.9632
0.4625	8.9254	598	0.9003	0.6901	0.9003	0.9488
0.4625	8.9552	600	0.8835	0.6853	0.8835	0.9399
0.4625	8.9851	602	0.8951	0.6853	0.8951	0.9461
0.4625	9.0149	604	0.8777	0.7042	0.8777	0.9369
0.4625	9.0448	606	0.9003	0.6761	0.9003	0.9488
0.4625	9.0746	608	0.9550	0.6573	0.9550	0.9772
0.4625	9.1045	610	1.0089	0.6069	1.0089	1.0044
0.4625	9.1343	612	1.0084	0.6395	1.0084	1.0042
0.4625	9.1642	614	0.9803	0.6667	0.9803	0.9901
0.4625	9.1940	616	0.9432	0.6531	0.9432	0.9712
0.4625	9.2239	618	0.9267	0.6795	0.9267	0.9627
0.4625	9.2537	620	0.9424	0.6710	0.9424	0.9708
0.4625	9.2836	622	0.9407	0.6624	0.9407	0.9699
0.4625	9.3134	624	0.9149	0.7089	0.9149	0.9565
0.4625	9.3433	626	0.9187	0.6962	0.9187	0.9585
0.4625	9.3731	628	0.9287	0.7170	0.9287	0.9637
0.4625	9.4030	630	0.9269	0.7170	0.9269	0.9628
0.4625	9.4328	632	0.9033	0.7284	0.9033	0.9504
0.4625	9.4627	634	0.8777	0.7342	0.8777	0.9369
0.4625	9.4925	636	0.8626	0.7308	0.8626	0.9288
0.4625	9.5224	638	0.8622	0.7260	0.8622	0.9286
0.4625	9.5522	640	0.8737	0.7172	0.8737	0.9347
0.4625	9.5821	642	0.8992	0.6667	0.8992	0.9482
0.4625	9.6119	644	0.9183	0.6667	0.9183	0.9583
0.4625	9.6418	646	0.9339	0.6928	0.9339	0.9664
0.4625	9.6716	648	0.9628	0.7006	0.9628	0.9812
0.4625	9.7015	650	0.9871	0.675	0.9871	0.9936
0.4625	9.7313	652	1.0108	0.6829	1.0108	1.0054
0.4625	9.7612	654	1.0475	0.6667	1.0475	1.0235
0.4625	9.7910	656	1.0806	0.6707	1.0806	1.0395
0.4625	9.8209	658	1.0853	0.6707	1.0853	1.0418
0.4625	9.8507	660	1.1006	0.6506	1.1006	1.0491
0.4625	9.8806	662	1.1188	0.6506	1.1188	1.0577
0.4625	9.9104	664	1.1251	0.6347	1.1251	1.0607
0.4625	9.9403	666	1.0422	0.6463	1.0422	1.0209
0.4625	9.9701	668	0.9395	0.6623	0.9395	0.9693
0.4625	10.0	670	0.8969	0.7397	0.8969	0.9471
0.4625	10.0299	672	0.8784	0.7172	0.8784	0.9373
0.4625	10.0597	674	0.8692	0.7083	0.8692	0.9323
0.4625	10.0896	676	0.8755	0.6763	0.8755	0.9357
0.4625	10.1194	678	0.9013	0.6957	0.9013	0.9494
0.4625	10.1493	680	0.9376	0.6429	0.9376	0.9683
0.4625	10.1791	682	0.9662	0.6619	0.9662	0.9830
0.4625	10.2090	684	1.0025	0.6377	1.0025	1.0013
0.4625	10.2388	686	0.9801	0.6331	0.9801	0.9900
0.4625	10.2687	688	0.9420	0.6715	0.9420	0.9706
0.4625	10.2985	690	0.9232	0.6667	0.9232	0.9608
0.4625	10.3284	692	0.9097	0.6232	0.9097	0.9538
0.4625	10.3582	694	0.8821	0.6667	0.8821	0.9392
0.4625	10.3881	696	0.8636	0.72	0.8636	0.9293
0.4625	10.4179	698	0.8464	0.7285	0.8464	0.9200
0.4625	10.4478	700	0.8436	0.7333	0.8436	0.9185
0.4625	10.4776	702	0.8390	0.7222	0.8390	0.9160
0.4625	10.5075	704	0.8274	0.7092	0.8274	0.9096
0.4625	10.5373	706	0.8315	0.7143	0.8315	0.9119
0.4625	10.5672	708	0.8569	0.6569	0.8569	0.9257
0.4625	10.5970	710	0.8916	0.6667	0.8916	0.9443
0.4625	10.6269	712	0.8981	0.6667	0.8981	0.9477
0.4625	10.6567	714	0.9150	0.6857	0.9150	0.9566
0.4625	10.6866	716	0.9089	0.6944	0.9089	0.9534
0.4625	10.7164	718	0.8754	0.7067	0.8754	0.9356
0.4625	10.7463	720	0.8898	0.6968	0.8898	0.9433
0.4625	10.7761	722	0.9558	0.6795	0.9558	0.9776
0.4625	10.8060	724	1.0604	0.6706	1.0604	1.0298
0.4625	10.8358	726	1.2034	0.6082	1.2034	1.0970
0.4625	10.8657	728	1.2709	0.6	1.2709	1.1274
0.4625	10.8955	730	1.1849	0.5976	1.1849	1.0885
0.4625	10.9254	732	1.0615	0.6203	1.0615	1.0303
0.4625	10.9552	734	0.9463	0.6832	0.9463	0.9728
0.4625	10.9851	736	0.8856	0.6835	0.8856	0.9411
0.4625	11.0149	738	0.8546	0.7273	0.8546	0.9244
0.4625	11.0448	740	0.8542	0.7273	0.8542	0.9242
0.4625	11.0746	742	0.8548	0.7179	0.8548	0.9246
0.4625	11.1045	744	0.8881	0.7044	0.8881	0.9424
0.4625	11.1343	746	0.9442	0.6792	0.9442	0.9717
0.4625	11.1642	748	0.9656	0.6792	0.9656	0.9827
0.4625	11.1940	750	0.9222	0.7097	0.9222	0.9603
0.4625	11.2239	752	0.8761	0.7162	0.8761	0.9360
0.4625	11.2537	754	0.8672	0.6667	0.8672	0.9312
0.4625	11.2836	756	0.8634	0.6667	0.8634	0.9292
0.4625	11.3134	758	0.8547	0.6993	0.8547	0.9245
0.4625	11.3433	760	0.8382	0.7083	0.8382	0.9155
0.4625	11.3731	762	0.8488	0.6939	0.8488	0.9213
0.4625	11.4030	764	0.9050	0.7013	0.9050	0.9513
0.4625	11.4328	766	1.0009	0.6456	1.0009	1.0005
0.4625	11.4627	768	1.0471	0.6420	1.0471	1.0233
0.4625	11.4925	770	1.0149	0.6707	1.0149	1.0074
0.4625	11.5224	772	0.9309	0.6667	0.9309	0.9649
0.4625	11.5522	774	0.9229	0.6707	0.9229	0.9607
0.4625	11.5821	776	0.9023	0.6667	0.9023	0.9499
0.4625	11.6119	778	0.8511	0.7089	0.8511	0.9225
0.4625	11.6418	780	0.8278	0.75	0.8278	0.9098
0.4625	11.6716	782	0.8256	0.7467	0.8256	0.9087
0.4625	11.7015	784	0.8580	0.7421	0.8580	0.9263
0.4625	11.7313	786	0.8843	0.7215	0.8843	0.9404
0.4625	11.7612	788	0.8995	0.7006	0.8995	0.9484
0.4625	11.7910	790	0.9190	0.6994	0.9190	0.9586
0.4625	11.8209	792	0.9041	0.7081	0.9041	0.9508
0.4625	11.8507	794	0.9141	0.7305	0.9141	0.9561
0.4625	11.8806	796	0.9268	0.7305	0.9268	0.9627
0.4625	11.9104	798	0.9652	0.6909	0.9652	0.9825
0.4625	11.9403	800	0.9958	0.6626	0.9958	0.9979
0.4625	11.9701	802	0.9568	0.6748	0.9568	0.9782
0.4625	12.0	804	0.9114	0.7134	0.9114	0.9547
0.4625	12.0299	806	0.8689	0.7215	0.8689	0.9322
0.4625	12.0597	808	0.8507	0.7451	0.8507	0.9223
0.4625	12.0896	810	0.8459	0.7162	0.8459	0.9198
0.4625	12.1194	812	0.8490	0.7034	0.8490	0.9214
0.4625	12.1493	814	0.8557	0.7123	0.8557	0.9250
0.4625	12.1791	816	0.8556	0.7123	0.8556	0.9250
0.4625	12.2090	818	0.8585	0.7114	0.8585	0.9266
0.4625	12.2388	820	0.8630	0.6892	0.8630	0.9290
0.4625	12.2687	822	0.8851	0.6883	0.8851	0.9408
0.4625	12.2985	824	0.9239	0.6667	0.9239	0.9612
0.4625	12.3284	826	1.0047	0.6752	1.0047	1.0024
0.4625	12.3582	828	1.1389	0.5912	1.1389	1.0672
0.4625	12.3881	830	1.2535	0.5767	1.2535	1.1196
0.4625	12.4179	832	1.1777	0.6012	1.1777	1.0852
0.4625	12.4478	834	1.0248	0.6164	1.0248	1.0123
0.4625	12.4776	836	0.9415	0.6533	0.9415	0.9703

Framework versions

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