ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_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: 2.1313
• Qwk: 0.1818
• Mse: 2.1313
• Rmse: 1.4599

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	0.0417	2	6.7458	0.0242	6.7458	2.5973
No log	0.0833	4	4.3828	0.1004	4.3828	2.0935
No log	0.125	6	3.6394	0.0208	3.6394	1.9077
No log	0.1667	8	2.5925	0.0927	2.5925	1.6101
No log	0.2083	10	1.9268	0.1705	1.9268	1.3881
No log	0.25	12	1.8607	0.2520	1.8607	1.3641
No log	0.2917	14	2.0142	0.2794	2.0142	1.4192
No log	0.3333	16	2.6891	0.1317	2.6891	1.6398
No log	0.375	18	2.6371	0.1358	2.6371	1.6239
No log	0.4167	20	2.2644	0.2000	2.2644	1.5048
No log	0.4583	22	1.5622	0.2667	1.5622	1.2499
No log	0.5	24	1.4199	0.2975	1.4199	1.1916
No log	0.5417	26	1.3491	0.3279	1.3491	1.1615
No log	0.5833	28	1.3890	0.3577	1.3890	1.1786
No log	0.625	30	1.4003	0.3968	1.4003	1.1834
No log	0.6667	32	1.3799	0.4127	1.3799	1.1747
No log	0.7083	34	1.4635	0.3220	1.4635	1.2098
No log	0.75	36	1.4773	0.3636	1.4773	1.2154
No log	0.7917	38	1.3753	0.4697	1.3753	1.1727
No log	0.8333	40	1.4009	0.4478	1.4009	1.1836
No log	0.875	42	1.3699	0.4892	1.3699	1.1704
No log	0.9167	44	1.2632	0.5079	1.2632	1.1239
No log	0.9583	46	1.3709	0.3478	1.3709	1.1709
No log	1.0	48	1.6252	0.3009	1.6252	1.2748
No log	1.0417	50	1.4857	0.3363	1.4857	1.2189
No log	1.0833	52	1.2649	0.3273	1.2649	1.1247
No log	1.125	54	1.2830	0.3967	1.2830	1.1327
No log	1.1667	56	1.4665	0.3594	1.4665	1.2110
No log	1.2083	58	1.3861	0.4154	1.3861	1.1773
No log	1.25	60	1.1706	0.4918	1.1706	1.0820
No log	1.2917	62	1.1137	0.5167	1.1137	1.0553
No log	1.3333	64	1.3543	0.4138	1.3543	1.1637
No log	1.375	66	1.3794	0.4918	1.3794	1.1745
No log	1.4167	68	1.2736	0.4882	1.2736	1.1285
No log	1.4583	70	1.1712	0.6	1.1712	1.0822
No log	1.5	72	1.2617	0.5606	1.2617	1.1232
No log	1.5417	74	1.5431	0.256	1.5431	1.2422
No log	1.5833	76	1.6182	0.3212	1.6182	1.2721
No log	1.625	78	1.5174	0.4030	1.5174	1.2318
No log	1.6667	80	1.2999	0.4298	1.2999	1.1401
No log	1.7083	82	1.4089	0.2857	1.4089	1.1870
No log	1.75	84	1.3267	0.3103	1.3267	1.1518
No log	1.7917	86	1.2317	0.4762	1.2317	1.1098
No log	1.8333	88	1.5955	0.3407	1.5955	1.2631
No log	1.875	90	1.9052	0.2105	1.9052	1.3803
No log	1.9167	92	1.7680	0.2443	1.7680	1.3297
No log	1.9583	94	1.4880	0.3465	1.4880	1.2198
No log	2.0	96	1.3378	0.4427	1.3378	1.1566
No log	2.0417	98	1.3063	0.4094	1.3063	1.1430
No log	2.0833	100	1.5172	0.2520	1.5172	1.2318
No log	2.125	102	1.7626	0.2137	1.7626	1.3276
No log	2.1667	104	1.5995	0.2595	1.5995	1.2647
No log	2.2083	106	1.2968	0.4812	1.2968	1.1388
No log	2.25	108	1.3044	0.4697	1.3044	1.1421
No log	2.2917	110	1.4436	0.3852	1.4436	1.2015
No log	2.3333	112	1.3408	0.4885	1.3408	1.1579
No log	2.375	114	1.0628	0.6165	1.0628	1.0309
No log	2.4167	116	1.0309	0.5909	1.0309	1.0153
No log	2.4583	118	1.1534	0.5970	1.1534	1.0740
No log	2.5	120	1.4022	0.4	1.4022	1.1841
No log	2.5417	122	1.5369	0.2946	1.5369	1.2397
No log	2.5833	124	1.5158	0.3101	1.5158	1.2312
No log	2.625	126	1.6717	0.2171	1.6717	1.2929
No log	2.6667	128	1.9908	0.125	1.9908	1.4110
No log	2.7083	130	1.9245	0.1395	1.9245	1.3873
No log	2.75	132	1.6811	0.2256	1.6811	1.2966
No log	2.7917	134	1.7043	0.2074	1.7043	1.3055
No log	2.8333	136	1.4387	0.4412	1.4387	1.1995
No log	2.875	138	1.3362	0.4627	1.3362	1.1560
No log	2.9167	140	1.4387	0.4211	1.4387	1.1995
No log	2.9583	142	1.5316	0.3881	1.5316	1.2376
No log	3.0	144	1.5483	0.3759	1.5483	1.2443
No log	3.0417	146	1.5126	0.3759	1.5126	1.2299
No log	3.0833	148	1.4101	0.4091	1.4101	1.1875
No log	3.125	150	1.3597	0.4662	1.3597	1.1661
No log	3.1667	152	1.5382	0.3676	1.5382	1.2402
No log	3.2083	154	1.9521	0.2517	1.9521	1.3972
No log	3.25	156	2.0808	0.2207	2.0808	1.4425
No log	3.2917	158	2.1642	0.2207	2.1642	1.4711
No log	3.3333	160	2.0272	0.2222	2.0272	1.4238
No log	3.375	162	1.7228	0.3650	1.7228	1.3125
No log	3.4167	164	1.6001	0.4179	1.6001	1.2650
No log	3.4583	166	1.5054	0.4154	1.5054	1.2269
No log	3.5	168	1.4340	0.4242	1.4340	1.1975
No log	3.5417	170	1.1958	0.5547	1.1958	1.0935
No log	3.5833	172	1.1313	0.5652	1.1313	1.0636
No log	3.625	174	1.3564	0.4348	1.3564	1.1646
No log	3.6667	176	1.9869	0.3000	1.9869	1.4096
No log	3.7083	178	2.2361	0.2361	2.2361	1.4953
No log	3.75	180	1.9434	0.3000	1.9434	1.3941
No log	3.7917	182	1.3965	0.4444	1.3965	1.1818
No log	3.8333	184	1.1737	0.5496	1.1737	1.0834
No log	3.875	186	1.1459	0.5496	1.1459	1.0705
No log	3.9167	188	1.3762	0.4444	1.3762	1.1731
No log	3.9583	190	1.7854	0.3504	1.7854	1.3362
No log	4.0	192	1.8622	0.2941	1.8622	1.3646
No log	4.0417	194	1.7955	0.2537	1.7955	1.3400
No log	4.0833	196	1.8539	0.2556	1.8539	1.3616
No log	4.125	198	1.7442	0.2985	1.7442	1.3207
No log	4.1667	200	1.6757	0.3768	1.6757	1.2945
No log	4.2083	202	1.4456	0.4179	1.4456	1.2023
No log	4.25	204	1.3485	0.4328	1.3485	1.1612
No log	4.2917	206	1.3880	0.4179	1.3880	1.1781
No log	4.3333	208	1.4749	0.4	1.4749	1.2145
No log	4.375	210	1.5401	0.4118	1.5401	1.2410
No log	4.4167	212	1.5513	0.3623	1.5513	1.2455
No log	4.4583	214	1.6145	0.3623	1.6145	1.2706
No log	4.5	216	1.7780	0.3623	1.7780	1.3334
No log	4.5417	218	1.7212	0.3623	1.7212	1.3119
No log	4.5833	220	1.8106	0.3453	1.8106	1.3456
No log	4.625	222	1.8066	0.3453	1.8066	1.3441
No log	4.6667	224	1.7224	0.3623	1.7224	1.3124
No log	4.7083	226	1.6294	0.3623	1.6294	1.2765
No log	4.75	228	1.4827	0.4394	1.4827	1.2176
No log	4.7917	230	1.3840	0.4662	1.3840	1.1764
No log	4.8333	232	1.3893	0.4662	1.3893	1.1787
No log	4.875	234	1.4189	0.4478	1.4189	1.1912
No log	4.9167	236	1.6046	0.3571	1.6046	1.2667
No log	4.9583	238	1.5866	0.3885	1.5866	1.2596
No log	5.0	240	1.6464	0.3571	1.6464	1.2831
No log	5.0417	242	1.6969	0.3623	1.6969	1.3026
No log	5.0833	244	1.4778	0.4328	1.4778	1.2156
No log	5.125	246	1.2379	0.4628	1.2379	1.1126
No log	5.1667	248	1.1811	0.5	1.1811	1.0868
No log	5.2083	250	1.2444	0.5312	1.2444	1.1155
No log	5.25	252	1.4222	0.4511	1.4222	1.1926
No log	5.2917	254	1.3821	0.4242	1.3821	1.1756
No log	5.3333	256	1.3349	0.4427	1.3349	1.1554
No log	5.375	258	1.2227	0.5079	1.2227	1.1058
No log	5.4167	260	1.2326	0.4762	1.2326	1.1102
No log	5.4583	262	1.3515	0.4531	1.3515	1.1625
No log	5.5	264	1.6584	0.4444	1.6584	1.2878
No log	5.5417	266	1.8925	0.2754	1.8925	1.3757
No log	5.5833	268	1.8970	0.2754	1.8970	1.3773
No log	5.625	270	1.7375	0.3971	1.7375	1.3181
No log	5.6667	272	1.4294	0.4211	1.4294	1.1956
No log	5.7083	274	1.2348	0.5037	1.2348	1.1112
No log	5.75	276	1.2299	0.4853	1.2299	1.1090
No log	5.7917	278	1.3568	0.4783	1.3568	1.1648
No log	5.8333	280	1.3761	0.4593	1.3761	1.1731
No log	5.875	282	1.5130	0.4	1.5130	1.2300
No log	5.9167	284	1.5008	0.4179	1.5008	1.2251
No log	5.9583	286	1.3476	0.4462	1.3476	1.1608
No log	6.0	288	1.1951	0.5426	1.1951	1.0932
No log	6.0417	290	1.1986	0.5426	1.1986	1.0948
No log	6.0833	292	1.2316	0.5385	1.2316	1.1098
No log	6.125	294	1.4260	0.4889	1.4260	1.1942
No log	6.1667	296	1.4643	0.4361	1.4643	1.2101
No log	6.2083	298	1.4746	0.4091	1.4746	1.2143
No log	6.25	300	1.4297	0.4219	1.4297	1.1957
No log	6.2917	302	1.3518	0.4961	1.3518	1.1627
No log	6.3333	304	1.2390	0.4918	1.2390	1.1131
No log	6.375	306	1.2042	0.4202	1.2042	1.0973
No log	6.4167	308	1.2612	0.4500	1.2612	1.1231
No log	6.4583	310	1.4063	0.4882	1.4063	1.1859
No log	6.5	312	1.5909	0.4179	1.5909	1.2613
No log	6.5417	314	1.6561	0.3852	1.6561	1.2869
No log	6.5833	316	1.4686	0.4627	1.4686	1.2118
No log	6.625	318	1.3797	0.4889	1.3797	1.1746
No log	6.6667	320	1.4244	0.4627	1.4244	1.1935
No log	6.7083	322	1.5899	0.3623	1.5899	1.2609
No log	6.75	324	1.7375	0.3623	1.7375	1.3181
No log	6.7917	326	1.7656	0.3676	1.7656	1.3288
No log	6.8333	328	1.7005	0.3609	1.7005	1.3040
No log	6.875	330	1.4679	0.4211	1.4679	1.2116
No log	6.9167	332	1.3041	0.5000	1.3041	1.1420
No log	6.9583	334	1.2809	0.4769	1.2809	1.1318
No log	7.0	336	1.2919	0.4662	1.2919	1.1366
No log	7.0417	338	1.4111	0.4394	1.4111	1.1879
No log	7.0833	340	1.6193	0.3942	1.6193	1.2725
No log	7.125	342	1.7436	0.3358	1.7436	1.3205
No log	7.1667	344	1.6304	0.4179	1.6304	1.2769
No log	7.2083	346	1.4728	0.4394	1.4728	1.2136
No log	7.25	348	1.3918	0.4394	1.3918	1.1798
No log	7.2917	350	1.2886	0.5079	1.2886	1.1352
No log	7.3333	352	1.2700	0.5156	1.2700	1.1269
No log	7.375	354	1.4027	0.4394	1.4027	1.1844
No log	7.4167	356	1.6587	0.4	1.6587	1.2879
No log	7.4583	358	1.9425	0.2394	1.9425	1.3937
No log	7.5	360	1.9491	0.2394	1.9491	1.3961
No log	7.5417	362	1.7671	0.3650	1.7671	1.3293
No log	7.5833	364	1.4681	0.4361	1.4681	1.2116
No log	7.625	366	1.2562	0.4769	1.2562	1.1208
No log	7.6667	368	1.1965	0.4844	1.1965	1.0938
No log	7.7083	370	1.2418	0.4651	1.2418	1.1144
No log	7.75	372	1.4448	0.4361	1.4448	1.2020
No log	7.7917	374	1.6058	0.4	1.6058	1.2672
No log	7.8333	376	1.5940	0.4	1.5940	1.2625
No log	7.875	378	1.4757	0.4511	1.4757	1.2148
No log	7.9167	380	1.4556	0.4511	1.4556	1.2065
No log	7.9583	382	1.5662	0.4	1.5662	1.2515
No log	8.0	384	1.6348	0.3676	1.6348	1.2786
No log	8.0417	386	1.7004	0.3676	1.7004	1.3040
No log	8.0833	388	1.6936	0.3676	1.6936	1.3014
No log	8.125	390	1.7005	0.3676	1.7005	1.3040
No log	8.1667	392	1.6813	0.4	1.6813	1.2966
No log	8.2083	394	1.6603	0.4	1.6603	1.2885
No log	8.25	396	1.5201	0.3788	1.5201	1.2329
No log	8.2917	398	1.4615	0.4060	1.4615	1.2089
No log	8.3333	400	1.4992	0.4179	1.4992	1.2244
No log	8.375	402	1.6767	0.4	1.6767	1.2949
No log	8.4167	404	1.7186	0.4	1.7186	1.3109
No log	8.4583	406	1.5490	0.4179	1.5490	1.2446
No log	8.5	408	1.4695	0.4122	1.4695	1.2122
No log	8.5417	410	1.5566	0.4060	1.5566	1.2476
No log	8.5833	412	1.6107	0.4179	1.6107	1.2691
No log	8.625	414	1.6863	0.4148	1.6863	1.2986
No log	8.6667	416	1.7179	0.3650	1.7179	1.3107
No log	8.7083	418	1.8530	0.3333	1.8530	1.3612
No log	8.75	420	1.8203	0.3650	1.8203	1.3492
No log	8.7917	422	1.7573	0.3824	1.7573	1.3256
No log	8.8333	424	1.6255	0.4148	1.6255	1.2750
No log	8.875	426	1.4694	0.4060	1.4694	1.2122
No log	8.9167	428	1.5421	0.4179	1.5421	1.2418
No log	8.9583	430	1.6455	0.4148	1.6455	1.2828
No log	9.0	432	1.6355	0.4412	1.6355	1.2789
No log	9.0417	434	1.5182	0.4444	1.5182	1.2322
No log	9.0833	436	1.4225	0.4559	1.4225	1.1927
No log	9.125	438	1.5736	0.4444	1.5736	1.2544
No log	9.1667	440	1.8320	0.3309	1.8320	1.3535
No log	9.2083	442	1.7740	0.3971	1.7740	1.3319
No log	9.25	444	1.7527	0.3971	1.7527	1.3239
No log	9.2917	446	1.5614	0.4179	1.5614	1.2496
No log	9.3333	448	1.4292	0.4444	1.4292	1.1955
No log	9.375	450	1.4481	0.4444	1.4481	1.2034
No log	9.4167	452	1.6164	0.4179	1.6164	1.2714
No log	9.4583	454	1.8277	0.3504	1.8277	1.3519
No log	9.5	456	1.9275	0.3066	1.9275	1.3883
No log	9.5417	458	1.8031	0.3768	1.8031	1.3428
No log	9.5833	460	1.6354	0.4088	1.6354	1.2788
No log	9.625	462	1.6317	0.4	1.6317	1.2774
No log	9.6667	464	1.6823	0.3704	1.6823	1.2971
No log	9.7083	466	1.5847	0.4060	1.5847	1.2589
No log	9.75	468	1.5446	0.4060	1.5446	1.2428
No log	9.7917	470	1.5845	0.4060	1.5845	1.2588
No log	9.8333	472	1.8777	0.3165	1.8777	1.3703
No log	9.875	474	2.0478	0.2695	2.0478	1.4310
No log	9.9167	476	1.9280	0.2695	1.9280	1.3885
No log	9.9583	478	1.7751	0.3504	1.7751	1.3323
No log	10.0	480	1.4762	0.4030	1.4762	1.2150
No log	10.0417	482	1.3425	0.4361	1.3425	1.1587
No log	10.0833	484	1.3827	0.4478	1.3827	1.1759
No log	10.125	486	1.5250	0.4060	1.5250	1.2349
No log	10.1667	488	1.5231	0.4060	1.5231	1.2341
No log	10.2083	490	1.4509	0.4060	1.4509	1.2045
No log	10.25	492	1.4007	0.4060	1.4007	1.1835
No log	10.2917	494	1.5068	0.4060	1.5068	1.2275
No log	10.3333	496	1.5972	0.4179	1.5972	1.2638
No log	10.375	498	1.6561	0.4148	1.6561	1.2869
0.367	10.4167	500	1.7727	0.3478	1.7727	1.3314
0.367	10.4583	502	1.8550	0.2857	1.8550	1.3620
0.367	10.5	504	1.8178	0.3478	1.8178	1.3483
0.367	10.5417	506	1.5931	0.4148	1.5931	1.2622
0.367	10.5833	508	1.4839	0.4179	1.4839	1.2182
0.367	10.625	510	1.5084	0.4179	1.5084	1.2282
0.367	10.6667	512	1.5616	0.4179	1.5616	1.2496
0.367	10.7083	514	1.4971	0.4179	1.4971	1.2235
0.367	10.75	516	1.5399	0.4179	1.5399	1.2409
0.367	10.7917	518	1.5157	0.4060	1.5157	1.2311
0.367	10.8333	520	1.5941	0.4179	1.5941	1.2626
0.367	10.875	522	1.6841	0.4179	1.6841	1.2977
0.367	10.9167	524	1.7271	0.3676	1.7271	1.3142
0.367	10.9583	526	1.7347	0.3358	1.7347	1.3171
0.367	11.0	528	1.6361	0.4179	1.6361	1.2791
0.367	11.0417	530	1.4611	0.4328	1.4611	1.2088
0.367	11.0833	532	1.2949	0.4885	1.2949	1.1379
0.367	11.125	534	1.2453	0.4615	1.2453	1.1159
0.367	11.1667	536	1.3408	0.4580	1.3408	1.1579
0.367	11.2083	538	1.6381	0.4179	1.6381	1.2799
0.367	11.25	540	1.8755	0.2857	1.8755	1.3695
0.367	11.2917	542	1.8509	0.2878	1.8509	1.3605
0.367	11.3333	544	1.6511	0.4444	1.6511	1.2849
0.367	11.375	546	1.3990	0.4853	1.3990	1.1828
0.367	11.4167	548	1.2546	0.4812	1.2546	1.1201
0.367	11.4583	550	1.2933	0.4627	1.2933	1.1373
0.367	11.5	552	1.4691	0.4627	1.4691	1.2120
0.367	11.5417	554	1.6329	0.4179	1.6329	1.2778
0.367	11.5833	556	1.6034	0.4179	1.6034	1.2663
0.367	11.625	558	1.4849	0.4627	1.4849	1.2186
0.367	11.6667	560	1.4350	0.4889	1.4350	1.1979
0.367	11.7083	562	1.4214	0.4889	1.4214	1.1922
0.367	11.75	564	1.4353	0.4889	1.4353	1.1981
0.367	11.7917	566	1.5468	0.4444	1.5468	1.2437
0.367	11.8333	568	1.7790	0.2878	1.7790	1.3338
0.367	11.875	570	1.8898	0.2714	1.8898	1.3747
0.367	11.9167	572	1.8245	0.2878	1.8245	1.3507
0.367	11.9583	574	1.6631	0.3529	1.6631	1.2896
0.367	12.0	576	1.4874	0.4706	1.4874	1.2196
0.367	12.0417	578	1.4659	0.4889	1.4659	1.2107
0.367	12.0833	580	1.5687	0.4380	1.5687	1.2525
0.367	12.125	582	1.7241	0.3529	1.7241	1.3131
0.367	12.1667	584	1.8816	0.3333	1.8816	1.3717
0.367	12.2083	586	1.9196	0.3333	1.9196	1.3855
0.367	12.25	588	1.8915	0.3235	1.8915	1.3753
0.367	12.2917	590	1.7038	0.3910	1.7038	1.3053
0.367	12.3333	592	1.5997	0.4179	1.5997	1.2648
0.367	12.375	594	1.5835	0.4179	1.5835	1.2584
0.367	12.4167	596	1.7125	0.4179	1.7125	1.3086
0.367	12.4583	598	1.9470	0.3165	1.9470	1.3953
0.367	12.5	600	1.9866	0.2695	1.9866	1.4095
0.367	12.5417	602	1.7854	0.3824	1.7854	1.3362
0.367	12.5833	604	1.6249	0.4179	1.6249	1.2747
0.367	12.625	606	1.5083	0.4179	1.5083	1.2281
0.367	12.6667	608	1.4294	0.4361	1.4294	1.1956
0.367	12.7083	610	1.3512	0.4697	1.3512	1.1624
0.367	12.75	612	1.4284	0.4361	1.4284	1.1951
0.367	12.7917	614	1.4851	0.4179	1.4851	1.2186
0.367	12.8333	616	1.5647	0.4179	1.5647	1.2509
0.367	12.875	618	1.5329	0.3910	1.5329	1.2381
0.367	12.9167	620	1.4689	0.4427	1.4689	1.2120
0.367	12.9583	622	1.4268	0.4496	1.4268	1.1945
0.367	13.0	624	1.4719	0.4885	1.4719	1.2132
0.367	13.0417	626	1.6416	0.3910	1.6416	1.2813
0.367	13.0833	628	1.7490	0.3382	1.7490	1.3225
0.367	13.125	630	1.8104	0.3165	1.8104	1.3455
0.367	13.1667	632	1.8357	0.2857	1.8357	1.3549
0.367	13.2083	634	1.6812	0.4	1.6812	1.2966
0.367	13.25	636	1.4451	0.4361	1.4451	1.2021
0.367	13.2917	638	1.2824	0.4923	1.2824	1.1324
0.367	13.3333	640	1.2613	0.5197	1.2613	1.1231
0.367	13.375	642	1.3250	0.4688	1.3250	1.1511
0.367	13.4167	644	1.4720	0.4361	1.4720	1.2133
0.367	13.4583	646	1.6551	0.3910	1.6551	1.2865
0.367	13.5	648	1.7512	0.3582	1.7512	1.3233
0.367	13.5417	650	1.6630	0.3910	1.6630	1.2896
0.367	13.5833	652	1.5095	0.4361	1.5095	1.2286
0.367	13.625	654	1.3447	0.4427	1.3447	1.1596
0.367	13.6667	656	1.3190	0.4697	1.3190	1.1485
0.367	13.7083	658	1.3930	0.4511	1.3930	1.1802
0.367	13.75	660	1.5586	0.4179	1.5586	1.2484
0.367	13.7917	662	1.6836	0.4179	1.6836	1.2975
0.367	13.8333	664	1.6456	0.4179	1.6456	1.2828
0.367	13.875	666	1.6114	0.4179	1.6114	1.2694
0.367	13.9167	668	1.6146	0.4179	1.6146	1.2707
0.367	13.9583	670	1.6326	0.3910	1.6326	1.2777
0.367	14.0	672	1.5748	0.4444	1.5748	1.2549
0.367	14.0417	674	1.4929	0.4627	1.4929	1.2218
0.367	14.0833	676	1.3415	0.5224	1.3415	1.1582
0.367	14.125	678	1.2856	0.5113	1.2856	1.1339
0.367	14.1667	680	1.2827	0.5152	1.2827	1.1326
0.367	14.2083	682	1.3716	0.4848	1.3716	1.1711
0.367	14.25	684	1.5094	0.4179	1.5094	1.2286
0.367	14.2917	686	1.6532	0.4179	1.6532	1.2858
0.367	14.3333	688	1.6547	0.3881	1.6547	1.2864
0.367	14.375	690	1.5680	0.4179	1.5680	1.2522
0.367	14.4167	692	1.3765	0.4662	1.3765	1.1732
0.367	14.4583	694	1.2788	0.4923	1.2788	1.1308
0.367	14.5	696	1.2088	0.4923	1.2088	1.0994
0.367	14.5417	698	1.2320	0.4923	1.2320	1.1100
0.367	14.5833	700	1.2855	0.4923	1.2855	1.1338
0.367	14.625	702	1.3234	0.4651	1.3234	1.1504
0.367	14.6667	704	1.3100	0.4923	1.3100	1.1446
0.367	14.7083	706	1.2945	0.4923	1.2945	1.1378
0.367	14.75	708	1.3405	0.4923	1.3405	1.1578
0.367	14.7917	710	1.4505	0.4328	1.4505	1.2044
0.367	14.8333	712	1.6538	0.3582	1.6538	1.2860
0.367	14.875	714	1.6924	0.3676	1.6924	1.3009
0.367	14.9167	716	1.6408	0.4118	1.6408	1.2809
0.367	14.9583	718	1.6381	0.4265	1.6381	1.2799
0.367	15.0	720	1.6537	0.4265	1.6537	1.2860
0.367	15.0417	722	1.5743	0.4444	1.5743	1.2547
0.367	15.0833	724	1.5209	0.4444	1.5209	1.2332
0.367	15.125	726	1.4740	0.4662	1.4740	1.2141
0.367	15.1667	728	1.4750	0.4444	1.4750	1.2145
0.367	15.2083	730	1.6192	0.4444	1.6192	1.2725
0.367	15.25	732	1.7062	0.3478	1.7062	1.3062
0.367	15.2917	734	1.7345	0.3188	1.7345	1.3170
0.367	15.3333	736	1.6768	0.3529	1.6768	1.2949
0.367	15.375	738	1.5678	0.4179	1.5678	1.2521
0.367	15.4167	740	1.4069	0.4444	1.4069	1.1861
0.367	15.4583	742	1.3885	0.4478	1.3885	1.1784
0.367	15.5	744	1.4532	0.4444	1.4532	1.2055
0.367	15.5417	746	1.6603	0.4412	1.6603	1.2885
0.367	15.5833	748	1.8787	0.2714	1.8787	1.3707
0.367	15.625	750	1.9596	0.2394	1.9596	1.3999
0.367	15.6667	752	1.9489	0.2394	1.9489	1.3960
0.367	15.7083	754	1.8038	0.3333	1.8038	1.3430
0.367	15.75	756	1.6841	0.3913	1.6841	1.2977
0.367	15.7917	758	1.6932	0.3650	1.6932	1.3012
0.367	15.8333	760	1.6577	0.3881	1.6577	1.2875
0.367	15.875	762	1.5634	0.3910	1.5634	1.2504
0.367	15.9167	764	1.4956	0.3846	1.4956	1.2230
0.367	15.9583	766	1.4616	0.3846	1.4616	1.2090
0.367	16.0	768	1.4548	0.3846	1.4548	1.2062
0.367	16.0417	770	1.5683	0.3910	1.5683	1.2523
0.367	16.0833	772	1.7860	0.2754	1.7860	1.3364
0.367	16.125	774	2.0166	0.2429	2.0166	1.4201
0.367	16.1667	776	2.1261	0.1818	2.1261	1.4581
0.367	16.2083	778	2.1737	0.1818	2.1737	1.4744
0.367	16.25	780	2.1313	0.1818	2.1313	1.4599

Framework versions

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