ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_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: 1.3680
• Qwk: 0.4923
• Mse: 1.3680
• Rmse: 1.1696

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	0.0513	2	6.9044	-0.0169	6.9044	2.6276
No log	0.1026	4	4.4330	0.0591	4.4330	2.1055
No log	0.1538	6	3.4695	-0.0222	3.4695	1.8626
No log	0.2051	8	3.5591	-0.1264	3.5591	1.8866
No log	0.2564	10	2.4090	0.0451	2.4090	1.5521
No log	0.3077	12	1.8566	0.1565	1.8566	1.3626
No log	0.3590	14	2.4474	0.1342	2.4474	1.5644
No log	0.4103	16	2.7645	0.0617	2.7645	1.6627
No log	0.4615	18	2.0171	0.2381	2.0171	1.4203
No log	0.5128	20	1.6313	0.1495	1.6313	1.2772
No log	0.5641	22	1.6036	0.1524	1.6036	1.2663
No log	0.6154	24	1.6022	0.1852	1.6022	1.2658
No log	0.6667	26	1.4810	0.1852	1.4810	1.2170
No log	0.7179	28	1.4222	0.1524	1.4222	1.1926
No log	0.7692	30	1.3599	0.2037	1.3599	1.1662
No log	0.8205	32	1.5571	0.3968	1.5571	1.2478
No log	0.8718	34	2.3423	0.1899	2.3423	1.5305
No log	0.9231	36	2.3155	0.2179	2.3155	1.5217
No log	0.9744	38	1.6081	0.4058	1.6081	1.2681
No log	1.0256	40	1.3095	0.3934	1.3095	1.1443
No log	1.0769	42	1.3551	0.4	1.3551	1.1641
No log	1.1282	44	1.3423	0.4409	1.3423	1.1586
No log	1.1795	46	1.3800	0.4593	1.3800	1.1747
No log	1.2308	48	1.4089	0.4531	1.4089	1.1870
No log	1.2821	50	2.1405	0.1017	2.1405	1.4630
No log	1.3333	52	2.3129	-0.0167	2.3129	1.5208
No log	1.3846	54	1.8987	0.1667	1.8987	1.3779
No log	1.4359	56	1.3385	0.4202	1.3385	1.1569
No log	1.4872	58	1.1661	0.5954	1.1661	1.0799
No log	1.5385	60	1.3721	0.4627	1.3721	1.1714
No log	1.5897	62	1.5284	0.4	1.5284	1.2363
No log	1.6410	64	1.2685	0.4615	1.2685	1.1263
No log	1.6923	66	1.1754	0.5079	1.1754	1.0841
No log	1.7436	68	1.2279	0.5	1.2279	1.1081
No log	1.7949	70	1.3541	0.4921	1.3541	1.1637
No log	1.8462	72	1.2915	0.4800	1.2915	1.1365
No log	1.8974	74	1.2130	0.4882	1.2130	1.1014
No log	1.9487	76	1.2625	0.4355	1.2625	1.1236
No log	2.0	78	1.7245	0.2424	1.7245	1.3132
No log	2.0513	80	1.9186	0.1504	1.9186	1.3851
No log	2.1026	82	2.2457	0.0156	2.2457	1.4986
No log	2.1538	84	2.0146	0.0465	2.0146	1.4194
No log	2.2051	86	1.3202	0.4320	1.3202	1.1490
No log	2.2564	88	1.1153	0.5116	1.1153	1.0561
No log	2.3077	90	1.2841	0.4462	1.2841	1.1332
No log	2.3590	92	1.2826	0.4580	1.2826	1.1325
No log	2.4103	94	1.1596	0.5	1.1596	1.0768
No log	2.4615	96	1.0486	0.5041	1.0486	1.0240
No log	2.5128	98	1.1049	0.4237	1.1049	1.0511
No log	2.5641	100	1.2620	0.4065	1.2620	1.1234
No log	2.6154	102	1.3477	0.4127	1.3477	1.1609
No log	2.6667	104	1.4054	0.4341	1.4054	1.1855
No log	2.7179	106	1.2488	0.4531	1.2488	1.1175
No log	2.7692	108	1.1046	0.4754	1.1046	1.0510
No log	2.8205	110	1.1040	0.4426	1.1040	1.0507
No log	2.8718	112	1.0685	0.5669	1.0685	1.0337
No log	2.9231	114	1.4802	0.4148	1.4802	1.2166
No log	2.9744	116	1.7130	0.3453	1.7130	1.3088
No log	3.0256	118	1.4792	0.4328	1.4792	1.2162
No log	3.0769	120	1.0390	0.5581	1.0390	1.0193
No log	3.1282	122	0.9416	0.5802	0.9416	0.9704
No log	3.1795	124	1.0580	0.6015	1.0580	1.0286
No log	3.2308	126	1.5474	0.4	1.5474	1.2439
No log	3.2821	128	1.6746	0.3824	1.6746	1.2941
No log	3.3333	130	1.2829	0.4511	1.2829	1.1327
No log	3.3846	132	0.9380	0.6015	0.9380	0.9685
No log	3.4359	134	0.8973	0.6015	0.8973	0.9473
No log	3.4872	136	1.0598	0.5344	1.0598	1.0295
No log	3.5385	138	1.2980	0.4545	1.2980	1.1393
No log	3.5897	140	1.3179	0.4545	1.3179	1.1480
No log	3.6410	142	1.1428	0.4769	1.1428	1.0690
No log	3.6923	144	0.9305	0.5781	0.9305	0.9646
No log	3.7436	146	0.8962	0.5984	0.8962	0.9467
No log	3.7949	148	1.1505	0.4662	1.1505	1.0726
No log	3.8462	150	1.8626	0.3333	1.8626	1.3648
No log	3.8974	152	2.1166	0.2083	2.1166	1.4548
No log	3.9487	154	1.8632	0.3121	1.8632	1.3650
No log	4.0	156	1.3712	0.4545	1.3712	1.1710
No log	4.0513	158	1.0913	0.5124	1.0913	1.0446
No log	4.1026	160	1.0899	0.4237	1.0899	1.0440
No log	4.1538	162	1.1604	0.528	1.1604	1.0772
No log	4.2051	164	1.4405	0.4511	1.4405	1.2002
No log	4.2564	166	1.8731	0.2517	1.8731	1.3686
No log	4.3077	168	2.0527	0.2500	2.0527	1.4327
No log	4.3590	170	1.8036	0.2517	1.8036	1.3430
No log	4.4103	172	1.3468	0.4203	1.3468	1.1605
No log	4.4615	174	1.2414	0.4818	1.2414	1.1142
No log	4.5128	176	1.0576	0.5865	1.0576	1.0284
No log	4.5641	178	1.1568	0.5714	1.1568	1.0756
No log	4.6154	180	1.3271	0.4776	1.3271	1.1520
No log	4.6667	182	1.1404	0.5564	1.1404	1.0679
No log	4.7179	184	0.9401	0.6202	0.9401	0.9696
No log	4.7692	186	0.9615	0.6466	0.9615	0.9806
No log	4.8205	188	1.0687	0.5802	1.0687	1.0338
No log	4.8718	190	1.2007	0.5373	1.2007	1.0958
No log	4.9231	192	1.1222	0.5564	1.1222	1.0593
No log	4.9744	194	1.0633	0.6074	1.0633	1.0312
No log	5.0256	196	1.0316	0.6047	1.0316	1.0157
No log	5.0769	198	1.1636	0.5736	1.1636	1.0787
No log	5.1282	200	1.1947	0.5512	1.1947	1.0930
No log	5.1795	202	1.1797	0.5426	1.1797	1.0861
No log	5.2308	204	1.0152	0.5625	1.0152	1.0076
No log	5.2821	206	1.0372	0.5354	1.0372	1.0184
No log	5.3333	208	1.1699	0.5625	1.1699	1.0816
No log	5.3846	210	1.3013	0.5077	1.3013	1.1407
No log	5.4359	212	1.4584	0.4511	1.4584	1.2076
No log	5.4872	214	1.3086	0.4923	1.3086	1.1439
No log	5.5385	216	1.0547	0.5469	1.0547	1.0270
No log	5.5897	218	0.9435	0.6094	0.9435	0.9713
No log	5.6410	220	0.9351	0.6308	0.9351	0.9670
No log	5.6923	222	0.9211	0.5669	0.9211	0.9597
No log	5.7436	224	1.1090	0.6	1.1090	1.0531
No log	5.7949	226	1.2604	0.5116	1.2604	1.1227
No log	5.8462	228	1.0833	0.5758	1.0833	1.0408
No log	5.8974	230	0.9215	0.5736	0.9215	0.9599
No log	5.9487	232	0.8438	0.5714	0.8438	0.9186
No log	6.0	234	0.8806	0.5736	0.8806	0.9384
No log	6.0513	236	1.0062	0.5692	1.0062	1.0031
No log	6.1026	238	1.1322	0.5692	1.1322	1.0641
No log	6.1538	240	1.3355	0.4580	1.3355	1.1556
No log	6.2051	242	1.2489	0.4844	1.2489	1.1175
No log	6.2564	244	1.0696	0.5692	1.0696	1.0342
No log	6.3077	246	1.0406	0.5669	1.0406	1.0201
No log	6.3590	248	1.1441	0.5692	1.1441	1.0696
No log	6.4103	250	1.4586	0.3824	1.4586	1.2077
No log	6.4615	252	1.6500	0.3212	1.6500	1.2845
No log	6.5128	254	1.5619	0.3650	1.5619	1.2498
No log	6.5641	256	1.2989	0.5455	1.2989	1.1397
No log	6.6154	258	1.1116	0.5736	1.1116	1.0543
No log	6.6667	260	1.0823	0.5669	1.0823	1.0403
No log	6.7179	262	1.2201	0.5692	1.2201	1.1046
No log	6.7692	264	1.4697	0.4	1.4697	1.2123
No log	6.8205	266	1.6334	0.3333	1.6334	1.2780
No log	6.8718	268	1.4912	0.3676	1.4912	1.2211
No log	6.9231	270	1.1913	0.5692	1.1913	1.0915
No log	6.9744	272	1.0870	0.5692	1.0870	1.0426
No log	7.0256	274	1.1834	0.5692	1.1834	1.0878
No log	7.0769	276	1.4506	0.3971	1.4506	1.2044
No log	7.1282	278	1.5234	0.3676	1.5234	1.2343
No log	7.1795	280	1.3285	0.5038	1.3285	1.1526
No log	7.2308	282	1.0417	0.5469	1.0417	1.0206
No log	7.2821	284	0.9531	0.5873	0.9531	0.9763
No log	7.3333	286	0.9433	0.5736	0.9433	0.9712
No log	7.3846	288	0.9987	0.5606	0.9987	0.9993
No log	7.4359	290	1.0868	0.5564	1.0868	1.0425
No log	7.4872	292	1.3257	0.4662	1.3257	1.1514
No log	7.5385	294	1.3362	0.4662	1.3362	1.1559
No log	7.5897	296	1.1807	0.5564	1.1807	1.0866
No log	7.6410	298	0.9590	0.6462	0.9590	0.9793
No log	7.6923	300	0.8841	0.6142	0.8841	0.9403
No log	7.7436	302	0.8850	0.6154	0.8850	0.9407
No log	7.7949	304	0.9430	0.6515	0.9430	0.9711
No log	7.8462	306	1.1951	0.5564	1.1951	1.0932
No log	7.8974	308	1.3202	0.5303	1.3202	1.1490
No log	7.9487	310	1.2214	0.5564	1.2214	1.1052
No log	8.0	312	1.0287	0.5920	1.0287	1.0142
No log	8.0513	314	1.0002	0.5806	1.0002	1.0001
No log	8.1026	316	1.0308	0.5920	1.0308	1.0153
No log	8.1538	318	1.0491	0.5920	1.0491	1.0243
No log	8.2051	320	1.2171	0.5038	1.2171	1.1032
No log	8.2564	322	1.4195	0.4	1.4195	1.1914
No log	8.3077	324	1.3743	0.4545	1.3743	1.1723
No log	8.3590	326	1.2291	0.5303	1.2291	1.1086
No log	8.4103	328	1.0137	0.5649	1.0137	1.0068
No log	8.4615	330	0.9184	0.6357	0.9184	0.9583
No log	8.5128	332	0.9379	0.6107	0.9379	0.9685
No log	8.5641	334	1.0553	0.5564	1.0553	1.0273
No log	8.6154	336	1.2958	0.4776	1.2958	1.1384
No log	8.6667	338	1.3497	0.4444	1.3497	1.1618
No log	8.7179	340	1.2481	0.5672	1.2481	1.1172
No log	8.7692	342	1.1891	0.5758	1.1891	1.0905
No log	8.8205	344	1.0986	0.6260	1.0986	1.0481
No log	8.8718	346	1.0872	0.576	1.0872	1.0427
No log	8.9231	348	1.1172	0.5938	1.1172	1.0570
No log	8.9744	350	1.1242	0.5846	1.1242	1.0603
No log	9.0256	352	1.1286	0.5455	1.1286	1.0624
No log	9.0769	354	1.0193	0.6212	1.0193	1.0096
No log	9.1282	356	1.0108	0.6212	1.0108	1.0054
No log	9.1795	358	1.0912	0.5455	1.0912	1.0446
No log	9.2308	360	1.1180	0.5455	1.1180	1.0574
No log	9.2821	362	1.1479	0.5564	1.1479	1.0714
No log	9.3333	364	1.2455	0.5333	1.2455	1.1160
No log	9.3846	366	1.3907	0.4179	1.3907	1.1793
No log	9.4359	368	1.2810	0.5224	1.2810	1.1318
No log	9.4872	370	1.1676	0.5625	1.1676	1.0806
No log	9.5385	372	1.1853	0.5581	1.1853	1.0887
No log	9.5897	374	1.3328	0.4706	1.3328	1.1545
No log	9.6410	376	1.6576	0.3188	1.6576	1.2875
No log	9.6923	378	1.7546	0.3212	1.7546	1.3246
No log	9.7436	380	1.6018	0.3188	1.6018	1.2656
No log	9.7949	382	1.4249	0.4317	1.4249	1.1937
No log	9.8462	384	1.2302	0.5649	1.2302	1.1091
No log	9.8974	386	1.1006	0.5625	1.1006	1.0491
No log	9.9487	388	1.0910	0.5645	1.0910	1.0445
No log	10.0	390	1.1310	0.5556	1.1310	1.0635
No log	10.0513	392	1.2532	0.5846	1.2532	1.1195
No log	10.1026	394	1.3764	0.5191	1.3764	1.1732
No log	10.1538	396	1.4135	0.4328	1.4135	1.1889
No log	10.2051	398	1.3248	0.5455	1.3248	1.1510
No log	10.2564	400	1.2535	0.5455	1.2535	1.1196
No log	10.3077	402	1.3060	0.5564	1.3060	1.1428
No log	10.3590	404	1.2463	0.5564	1.2463	1.1164
No log	10.4103	406	1.1277	0.5649	1.1277	1.0620
No log	10.4615	408	1.0976	0.5758	1.0976	1.0477
No log	10.5128	410	1.1651	0.5758	1.1651	1.0794
No log	10.5641	412	1.2555	0.4733	1.2555	1.1205
No log	10.6154	414	1.3445	0.4462	1.3445	1.1595
No log	10.6667	416	1.3301	0.4651	1.3301	1.1533
No log	10.7179	418	1.2343	0.5039	1.2343	1.1110
No log	10.7692	420	1.1051	0.5197	1.1051	1.0512
No log	10.8205	422	1.0717	0.5692	1.0717	1.0352
No log	10.8718	424	1.0840	0.5758	1.0840	1.0411
No log	10.9231	426	1.1716	0.5303	1.1716	1.0824
No log	10.9744	428	1.2048	0.5303	1.2048	1.0976
No log	11.0256	430	1.1954	0.5303	1.1954	1.0934
No log	11.0769	432	1.1695	0.5303	1.1695	1.0814
No log	11.1282	434	1.0449	0.5692	1.0449	1.0222
No log	11.1795	436	1.0275	0.56	1.0275	1.0137
No log	11.2308	438	1.0679	0.5323	1.0679	1.0334
No log	11.2821	440	1.0841	0.5323	1.0841	1.0412
No log	11.3333	442	1.1481	0.5354	1.1481	1.0715
No log	11.3846	444	1.2765	0.4923	1.2765	1.1298
No log	11.4359	446	1.3015	0.5038	1.3015	1.1408
No log	11.4872	448	1.2275	0.5303	1.2275	1.1079
No log	11.5385	450	1.1304	0.5303	1.1304	1.0632
No log	11.5897	452	1.1340	0.5538	1.1340	1.0649
No log	11.6410	454	1.1455	0.5649	1.1455	1.0703
No log	11.6923	456	1.1715	0.5736	1.1715	1.0823
No log	11.7436	458	1.1807	0.5736	1.1807	1.0866
No log	11.7949	460	1.3006	0.4806	1.3006	1.1405
No log	11.8462	462	1.4063	0.4275	1.4063	1.1859
No log	11.8974	464	1.4246	0.4091	1.4246	1.1936
No log	11.9487	466	1.2659	0.4769	1.2659	1.1251
No log	12.0	468	1.1182	0.5354	1.1182	1.0575
No log	12.0513	470	1.1419	0.4960	1.1419	1.0686
No log	12.1026	472	1.2671	0.4567	1.2671	1.1257
No log	12.1538	474	1.4012	0.4219	1.4012	1.1837
No log	12.2051	476	1.4434	0.4186	1.4434	1.2014
No log	12.2564	478	1.4035	0.4219	1.4035	1.1847
No log	12.3077	480	1.3523	0.4567	1.3523	1.1629
No log	12.3590	482	1.2572	0.4921	1.2572	1.1212
No log	12.4103	484	1.2218	0.5556	1.2218	1.1054
No log	12.4615	486	1.2682	0.5039	1.2682	1.1261
No log	12.5128	488	1.3317	0.4762	1.3317	1.1540
No log	12.5641	490	1.4613	0.3969	1.4613	1.2089
No log	12.6154	492	1.5826	0.3407	1.5826	1.2580
No log	12.6667	494	1.5809	0.3407	1.5809	1.2573
No log	12.7179	496	1.5360	0.3731	1.5360	1.2394
No log	12.7692	498	1.5309	0.3459	1.5309	1.2373
0.3695	12.8205	500	1.4802	0.3636	1.4802	1.2166
0.3695	12.8718	502	1.4506	0.3910	1.4506	1.2044
0.3695	12.9231	504	1.4809	0.3910	1.4809	1.2169
0.3695	12.9744	506	1.5603	0.3358	1.5603	1.2491
0.3695	13.0256	508	1.5185	0.3796	1.5185	1.2323
0.3695	13.0769	510	1.3769	0.4296	1.3769	1.1734
0.3695	13.1282	512	1.2512	0.5113	1.2512	1.1186
0.3695	13.1795	514	1.2567	0.5455	1.2567	1.1210
0.3695	13.2308	516	1.3586	0.4812	1.3586	1.1656
0.3695	13.2821	518	1.4549	0.4030	1.4549	1.2062
0.3695	13.3333	520	1.4620	0.4030	1.4620	1.2091
0.3695	13.3846	522	1.4715	0.4030	1.4715	1.2131
0.3695	13.4359	524	1.4577	0.4545	1.4577	1.2074
0.3695	13.4872	526	1.5236	0.3852	1.5236	1.2343
0.3695	13.5385	528	1.6357	0.3358	1.6357	1.2789
0.3695	13.5897	530	1.6553	0.3358	1.6553	1.2866
0.3695	13.6410	532	1.6164	0.3529	1.6164	1.2714
0.3695	13.6923	534	1.4851	0.4478	1.4851	1.2186
0.3695	13.7436	536	1.2829	0.5191	1.2829	1.1327
0.3695	13.7949	538	1.1896	0.5116	1.1896	1.0907
0.3695	13.8462	540	1.2122	0.5312	1.2122	1.1010
0.3695	13.8974	542	1.3325	0.5191	1.3325	1.1543
0.3695	13.9487	544	1.5745	0.3759	1.5745	1.2548
0.3695	14.0	546	1.7611	0.3556	1.7611	1.3270
0.3695	14.0513	548	1.7781	0.3382	1.7781	1.3335
0.3695	14.1026	550	1.6466	0.3910	1.6466	1.2832
0.3695	14.1538	552	1.4554	0.4615	1.4554	1.2064
0.3695	14.2051	554	1.3630	0.4496	1.3630	1.1675
0.3695	14.2564	556	1.3023	0.4923	1.3023	1.1412
0.3695	14.3077	558	1.3019	0.4923	1.3019	1.1410
0.3695	14.3590	560	1.2696	0.4923	1.2696	1.1267
0.3695	14.4103	562	1.3102	0.4923	1.3102	1.1447
0.3695	14.4615	564	1.4208	0.4651	1.4208	1.1920
0.3695	14.5128	566	1.4424	0.4651	1.4424	1.2010
0.3695	14.5641	568	1.4195	0.4651	1.4195	1.1914
0.3695	14.6154	570	1.3690	0.4688	1.3690	1.1700
0.3695	14.6667	572	1.3759	0.4688	1.3759	1.1730
0.3695	14.7179	574	1.3636	0.4923	1.3636	1.1677
0.3695	14.7692	576	1.3779	0.4923	1.3779	1.1738
0.3695	14.8205	578	1.3338	0.4923	1.3338	1.1549
0.3695	14.8718	580	1.2523	0.4923	1.2523	1.1191
0.3695	14.9231	582	1.2896	0.5038	1.2896	1.1356
0.3695	14.9744	584	1.2603	0.5038	1.2603	1.1226
0.3695	15.0256	586	1.2652	0.4769	1.2652	1.1248
0.3695	15.0769	588	1.2201	0.4688	1.2201	1.1046
0.3695	15.1282	590	1.1864	0.4839	1.1864	1.0892
0.3695	15.1795	592	1.1880	0.4918	1.1880	1.0899
0.3695	15.2308	594	1.2133	0.4715	1.2133	1.1015
0.3695	15.2821	596	1.2395	0.4603	1.2395	1.1133
0.3695	15.3333	598	1.2249	0.4961	1.2249	1.1068
0.3695	15.3846	600	1.1848	0.5271	1.1848	1.0885
0.3695	15.4359	602	1.2043	0.5231	1.2043	1.0974
0.3695	15.4872	604	1.3133	0.4462	1.3133	1.1460
0.3695	15.5385	606	1.3628	0.4427	1.3628	1.1674
0.3695	15.5897	608	1.3369	0.4462	1.3369	1.1562
0.3695	15.6410	610	1.3407	0.4462	1.3407	1.1579
0.3695	15.6923	612	1.3330	0.4733	1.3330	1.1545
0.3695	15.7436	614	1.3640	0.4462	1.3640	1.1679
0.3695	15.7949	616	1.3454	0.4733	1.3454	1.1599
0.3695	15.8462	618	1.2967	0.4961	1.2967	1.1387
0.3695	15.8974	620	1.3803	0.4697	1.3803	1.1749
0.3695	15.9487	622	1.4223	0.4030	1.4223	1.1926
0.3695	16.0	624	1.3546	0.4296	1.3546	1.1639
0.3695	16.0513	626	1.3061	0.4776	1.3061	1.1429
0.3695	16.1026	628	1.1890	0.5882	1.1890	1.0904
0.3695	16.1538	630	1.2104	0.5839	1.2104	1.1002
0.3695	16.2051	632	1.3326	0.4088	1.3326	1.1544
0.3695	16.2564	634	1.5448	0.3741	1.5448	1.2429
0.3695	16.3077	636	1.6093	0.3478	1.6093	1.2686
0.3695	16.3590	638	1.5976	0.3478	1.5976	1.2640
0.3695	16.4103	640	1.4786	0.3910	1.4786	1.2160
0.3695	16.4615	642	1.3228	0.4923	1.3228	1.1501
0.3695	16.5128	644	1.2229	0.5312	1.2229	1.1058
0.3695	16.5641	646	1.2086	0.5385	1.2086	1.0994
0.3695	16.6154	648	1.2976	0.4733	1.2976	1.1391
0.3695	16.6667	650	1.4123	0.4328	1.4123	1.1884
0.3695	16.7179	652	1.4791	0.4296	1.4791	1.2162
0.3695	16.7692	654	1.4657	0.4179	1.4657	1.2107
0.3695	16.8205	656	1.3464	0.4394	1.3464	1.1604
0.3695	16.8718	658	1.2037	0.5271	1.2037	1.0971
0.3695	16.9231	660	1.1491	0.5203	1.1491	1.0720
0.3695	16.9744	662	1.1485	0.5124	1.1485	1.0717
0.3695	17.0256	664	1.1653	0.5124	1.1653	1.0795
0.3695	17.0769	666	1.2159	0.5238	1.2159	1.1027
0.3695	17.1282	668	1.2996	0.5	1.2996	1.1400
0.3695	17.1795	670	1.3677	0.4394	1.3677	1.1695
0.3695	17.2308	672	1.3994	0.4211	1.3994	1.1830
0.3695	17.2821	674	1.3627	0.4211	1.3627	1.1673
0.3695	17.3333	676	1.3549	0.4394	1.3549	1.1640
0.3695	17.3846	678	1.3710	0.4662	1.3710	1.1709
0.3695	17.4359	680	1.4617	0.4361	1.4617	1.2090
0.3695	17.4872	682	1.5595	0.4296	1.5595	1.2488
0.3695	17.5385	684	1.5912	0.4030	1.5912	1.2614
0.3695	17.5897	686	1.6188	0.4030	1.6188	1.2723
0.3695	17.6410	688	1.6331	0.4030	1.6331	1.2779
0.3695	17.6923	690	1.6001	0.4030	1.6001	1.2650
0.3695	17.7436	692	1.5090	0.4030	1.5090	1.2284
0.3695	17.7949	694	1.3568	0.4531	1.3568	1.1648
0.3695	17.8462	696	1.3097	0.4844	1.3097	1.1444
0.3695	17.8974	698	1.3374	0.4531	1.3374	1.1565
0.3695	17.9487	700	1.4462	0.4091	1.4462	1.2026
0.3695	18.0	702	1.5579	0.4030	1.5579	1.2482
0.3695	18.0513	704	1.6157	0.4030	1.6157	1.2711
0.3695	18.1026	706	1.5957	0.3704	1.5957	1.2632
0.3695	18.1538	708	1.5332	0.4412	1.5332	1.2382
0.3695	18.2051	710	1.4652	0.4412	1.4652	1.2104
0.3695	18.2564	712	1.3881	0.4889	1.3881	1.1782
0.3695	18.3077	714	1.3153	0.5113	1.3153	1.1469
0.3695	18.3590	716	1.2100	0.5714	1.2100	1.1000
0.3695	18.4103	718	1.0931	0.5714	1.0931	1.0455
0.3695	18.4615	720	1.1218	0.5714	1.1218	1.0592
0.3695	18.5128	722	1.2286	0.5191	1.2286	1.1084
0.3695	18.5641	724	1.3359	0.4769	1.3359	1.1558
0.3695	18.6154	726	1.3456	0.4651	1.3456	1.1600
0.3695	18.6667	728	1.3297	0.4651	1.3297	1.1531
0.3695	18.7179	730	1.3044	0.4651	1.3044	1.1421
0.3695	18.7692	732	1.2588	0.5	1.2588	1.1220
0.3695	18.8205	734	1.2508	0.5271	1.2508	1.1184
0.3695	18.8718	736	1.2596	0.5191	1.2596	1.1223
0.3695	18.9231	738	1.3049	0.5191	1.3049	1.1423
0.3695	18.9744	740	1.4348	0.4394	1.4348	1.1978
0.3695	19.0256	742	1.5620	0.3704	1.5620	1.2498
0.3695	19.0769	744	1.6684	0.3582	1.6684	1.2917
0.3695	19.1282	746	1.6419	0.3582	1.6419	1.2814
0.3695	19.1795	748	1.5986	0.3910	1.5986	1.2644
0.3695	19.2308	750	1.4665	0.3910	1.4665	1.2110
0.3695	19.2821	752	1.2814	0.4651	1.2814	1.1320
0.3695	19.3333	754	1.1749	0.5079	1.1749	1.0839
0.3695	19.3846	756	1.1575	0.5366	1.1575	1.0759
0.3695	19.4359	758	1.1680	0.5366	1.1680	1.0807
0.3695	19.4872	760	1.2232	0.5079	1.2232	1.1060
0.3695	19.5385	762	1.3357	0.4688	1.3357	1.1557
0.3695	19.5897	764	1.4245	0.4769	1.4245	1.1935
0.3695	19.6410	766	1.5280	0.4211	1.5280	1.2361
0.3695	19.6923	768	1.5843	0.3609	1.5843	1.2587
0.3695	19.7436	770	1.4395	0.4511	1.4395	1.1998
0.3695	19.7949	772	1.3106	0.5231	1.3106	1.1448
0.3695	19.8462	774	1.2570	0.5231	1.2570	1.1212
0.3695	19.8974	776	1.2298	0.5469	1.2298	1.1090
0.3695	19.9487	778	1.2610	0.5197	1.2610	1.1229
0.3695	20.0	780	1.3233	0.4961	1.3233	1.1504
0.3695	20.0513	782	1.4164	0.4580	1.4164	1.1901
0.3695	20.1026	784	1.4455	0.4242	1.4455	1.2023
0.3695	20.1538	786	1.4159	0.4511	1.4159	1.1899
0.3695	20.2051	788	1.2893	0.5113	1.2893	1.1355
0.3695	20.2564	790	1.2120	0.5821	1.2120	1.1009
0.3695	20.3077	792	1.1786	0.5865	1.1786	1.0856
0.3695	20.3590	794	1.1810	0.5865	1.1810	1.0868
0.3695	20.4103	796	1.1838	0.5821	1.1838	1.0880
0.3695	20.4615	798	1.1982	0.5191	1.1982	1.0946
0.3695	20.5128	800	1.2400	0.5038	1.2400	1.1135
0.3695	20.5641	802	1.2402	0.5077	1.2402	1.1136
0.3695	20.6154	804	1.2627	0.4769	1.2627	1.1237
0.3695	20.6667	806	1.2711	0.4769	1.2711	1.1274
0.3695	20.7179	808	1.2565	0.4769	1.2565	1.1209
0.3695	20.7692	810	1.2001	0.5038	1.2001	1.0955
0.3695	20.8205	812	1.1145	0.5312	1.1145	1.0557
0.3695	20.8718	814	1.0709	0.5312	1.0709	1.0348
0.3695	20.9231	816	1.0826	0.5312	1.0826	1.0405
0.3695	20.9744	818	1.1020	0.5271	1.1020	1.0498
0.3695	21.0256	820	1.1292	0.5385	1.1292	1.0626
0.3695	21.0769	822	1.1511	0.5344	1.1511	1.0729
0.3695	21.1282	824	1.1622	0.5344	1.1622	1.0780
0.3695	21.1795	826	1.1547	0.5344	1.1546	1.0745
0.3695	21.2308	828	1.0993	0.5385	1.0993	1.0485
0.3695	21.2821	830	1.0909	0.5385	1.0909	1.0445
0.3695	21.3333	832	1.1439	0.5344	1.1439	1.0695
0.3695	21.3846	834	1.1801	0.5344	1.1801	1.0863
0.3695	21.4359	836	1.2164	0.5303	1.2164	1.1029
0.3695	21.4872	838	1.2276	0.5303	1.2276	1.1080
0.3695	21.5385	840	1.1815	0.5344	1.1815	1.0870
0.3695	21.5897	842	1.1722	0.5649	1.1722	1.0827
0.3695	21.6410	844	1.1258	0.5581	1.1258	1.0610
0.3695	21.6923	846	1.1095	0.5469	1.1095	1.0533
0.3695	21.7436	848	1.1626	0.5581	1.1626	1.0782
0.3695	21.7949	850	1.2505	0.5077	1.2505	1.1182
0.3695	21.8462	852	1.4594	0.4427	1.4594	1.2081
0.3695	21.8974	854	1.6181	0.3582	1.6181	1.2720
0.3695	21.9487	856	1.6481	0.3407	1.6481	1.2838
0.3695	22.0	858	1.5667	0.3852	1.5667	1.2517
0.3695	22.0513	860	1.4487	0.4478	1.4487	1.2036
0.3695	22.1026	862	1.4584	0.4478	1.4584	1.2076
0.3695	22.1538	864	1.4457	0.4478	1.4457	1.2024
0.3695	22.2051	866	1.4703	0.4091	1.4703	1.2126
0.3695	22.2564	868	1.5058	0.4091	1.5058	1.2271
0.3695	22.3077	870	1.5327	0.3910	1.5327	1.2380
0.3695	22.3590	872	1.4845	0.4091	1.4845	1.2184
0.3695	22.4103	874	1.4364	0.4091	1.4364	1.1985
0.3695	22.4615	876	1.4391	0.4091	1.4391	1.1996
0.3695	22.5128	878	1.5278	0.3910	1.5278	1.2360
0.3695	22.5641	880	1.5965	0.3910	1.5965	1.2635
0.3695	22.6154	882	1.6176	0.3582	1.6176	1.2718
0.3695	22.6667	884	1.5165	0.4091	1.5165	1.2314
0.3695	22.7179	886	1.4057	0.4741	1.4057	1.1856
0.3695	22.7692	888	1.2838	0.5191	1.2838	1.1330
0.3695	22.8205	890	1.2356	0.5197	1.2356	1.1116
0.3695	22.8718	892	1.2089	0.5197	1.2089	1.0995
0.3695	22.9231	894	1.2404	0.5197	1.2404	1.1137
0.3695	22.9744	896	1.2940	0.5191	1.2940	1.1375
0.3695	23.0256	898	1.3055	0.5303	1.3055	1.1426
0.3695	23.0769	900	1.3314	0.5303	1.3314	1.1538
0.3695	23.1282	902	1.3709	0.5303	1.3709	1.1709
0.3695	23.1795	904	1.4116	0.5113	1.4116	1.1881
0.3695	23.2308	906	1.3573	0.5303	1.3573	1.1650
0.3695	23.2821	908	1.2829	0.5303	1.2829	1.1327
0.3695	23.3333	910	1.2749	0.5303	1.2749	1.1291
0.3695	23.3846	912	1.2618	0.5303	1.2618	1.1233
0.3695	23.4359	914	1.2451	0.5271	1.2451	1.1158
0.3695	23.4872	916	1.2451	0.5271	1.2451	1.1158
0.3695	23.5385	918	1.2093	0.5156	1.2093	1.0997
0.3695	23.5897	920	1.2213	0.5156	1.2213	1.1051
0.3695	23.6410	922	1.2561	0.5	1.2561	1.1207
0.3695	23.6923	924	1.2563	0.5271	1.2563	1.1208
0.3695	23.7436	926	1.2709	0.5271	1.2709	1.1273
0.3695	23.7949	928	1.2538	0.5271	1.2538	1.1197
0.3695	23.8462	930	1.2179	0.5271	1.2179	1.1036
0.3695	23.8974	932	1.2592	0.5496	1.2592	1.1221
0.3695	23.9487	934	1.3135	0.5303	1.3135	1.1461
0.3695	24.0	936	1.3379	0.5303	1.3379	1.1567
0.3695	24.0513	938	1.3425	0.5564	1.3425	1.1587
0.3695	24.1026	940	1.2709	0.5564	1.2709	1.1273
0.3695	24.1538	942	1.1951	0.5606	1.1951	1.0932
0.3695	24.2051	944	1.1895	0.5606	1.1895	1.0907
0.3695	24.2564	946	1.2330	0.5564	1.2330	1.1104
0.3695	24.3077	948	1.3111	0.5191	1.3111	1.1451
0.3695	24.3590	950	1.3179	0.5191	1.3179	1.1480
0.3695	24.4103	952	1.2569	0.5564	1.2569	1.1211
0.3695	24.4615	954	1.2150	0.5606	1.2150	1.1023
0.3695	24.5128	956	1.1382	0.5496	1.1382	1.0669
0.3695	24.5641	958	1.1194	0.5669	1.1194	1.0580
0.3695	24.6154	960	1.1247	0.5873	1.1247	1.0605
0.3695	24.6667	962	1.1402	0.5323	1.1402	1.0678
0.3695	24.7179	964	1.1726	0.4921	1.1726	1.0829
0.3695	24.7692	966	1.2271	0.5077	1.2271	1.1078
0.3695	24.8205	968	1.2593	0.5077	1.2593	1.1222
0.3695	24.8718	970	1.3162	0.4923	1.3162	1.1473
0.3695	24.9231	972	1.3178	0.4923	1.3178	1.1480
0.3695	24.9744	974	1.3099	0.4923	1.3099	1.1445
0.3695	25.0256	976	1.2968	0.4923	1.2968	1.1388
0.3695	25.0769	978	1.2637	0.5564	1.2637	1.1241
0.3695	25.1282	980	1.2032	0.5714	1.2032	1.0969
0.3695	25.1795	982	1.1745	0.5714	1.1745	1.0838
0.3695	25.2308	984	1.1791	0.5455	1.1791	1.0859
0.3695	25.2821	986	1.1915	0.5455	1.1915	1.0915
0.3695	25.3333	988	1.2345	0.5564	1.2345	1.1111
0.3695	25.3846	990	1.2667	0.5564	1.2667	1.1255
0.3695	25.4359	992	1.2454	0.5564	1.2454	1.1160
0.3695	25.4872	994	1.1834	0.5455	1.1834	1.0878
0.3695	25.5385	996	1.1277	0.5426	1.1277	1.0619
0.3695	25.5897	998	1.1188	0.6094	1.1188	1.0578
0.0644	25.6410	1000	1.1509	0.5827	1.1509	1.0728
0.0644	25.6923	1002	1.2054	0.5496	1.2054	1.0979
0.0644	25.7436	1004	1.2757	0.5455	1.2757	1.1295
0.0644	25.7949	1006	1.3263	0.4923	1.3263	1.1516
0.0644	25.8462	1008	1.3521	0.4923	1.3521	1.1628
0.0644	25.8974	1010	1.3680	0.4923	1.3680	1.1696

Framework versions

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