ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task5_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: 1.2555
• Qwk: 0.0
• Mse: 1.2555
• Rmse: 1.1205

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	0.0488	2	3.9152	-0.0319	3.9152	1.9787
No log	0.0976	4	2.3161	0.0372	2.3161	1.5219
No log	0.1463	6	2.0454	0.0260	2.0454	1.4302
No log	0.1951	8	1.6301	0.0100	1.6301	1.2768
No log	0.2439	10	1.2168	0.1091	1.2168	1.1031
No log	0.2927	12	1.1692	0.1901	1.1692	1.0813
No log	0.3415	14	1.2690	0.1205	1.2690	1.1265
No log	0.3902	16	1.3094	0.0613	1.3094	1.1443
No log	0.4390	18	1.2486	0.0374	1.2486	1.1174
No log	0.4878	20	1.1393	0.1304	1.1393	1.0674
No log	0.5366	22	1.0717	0.1167	1.0717	1.0352
No log	0.5854	24	1.0785	0.0888	1.0785	1.0385
No log	0.6341	26	1.1062	0.0445	1.1062	1.0518
No log	0.6829	28	1.0674	0.1203	1.0674	1.0331
No log	0.7317	30	0.9890	0.1107	0.9890	0.9945
No log	0.7805	32	0.9718	0.3221	0.9718	0.9858
No log	0.8293	34	1.1094	0.1576	1.1094	1.0533
No log	0.8780	36	1.0090	0.2392	1.0090	1.0045
No log	0.9268	38	0.9661	0.3935	0.9661	0.9829
No log	0.9756	40	0.9632	0.2834	0.9632	0.9814
No log	1.0244	42	1.0046	0.2217	1.0046	1.0023
No log	1.0732	44	1.0990	0.1189	1.0990	1.0483
No log	1.1220	46	1.1539	0.0761	1.1539	1.0742
No log	1.1707	48	1.1020	0.0823	1.1020	1.0498
No log	1.2195	50	1.0902	0.1350	1.0902	1.0441
No log	1.2683	52	1.1294	0.1003	1.1294	1.0627
No log	1.3171	54	1.1120	0.2145	1.1120	1.0545
No log	1.3659	56	1.0491	0.2912	1.0491	1.0243
No log	1.4146	58	0.9670	0.3048	0.9670	0.9834
No log	1.4634	60	0.9772	0.1330	0.9772	0.9885
No log	1.5122	62	1.0123	0.0888	1.0123	1.0061
No log	1.5610	64	1.0275	0.0888	1.0275	1.0136
No log	1.6098	66	1.0126	0.0888	1.0126	1.0063
No log	1.6585	68	0.9315	0.2672	0.9315	0.9651
No log	1.7073	70	0.9216	0.2895	0.9216	0.9600
No log	1.7561	72	1.0374	0.2392	1.0374	1.0186
No log	1.8049	74	1.0876	0.3283	1.0876	1.0429
No log	1.8537	76	1.1482	0.3283	1.1482	1.0715
No log	1.9024	78	1.2706	0.2926	1.2706	1.1272
No log	1.9512	80	1.4393	0.2588	1.4393	1.1997
No log	2.0	82	1.6033	0.2016	1.6033	1.2662
No log	2.0488	84	1.7019	0.2026	1.7019	1.3046
No log	2.0976	86	1.6748	0.1914	1.6748	1.2941
No log	2.1463	88	1.5512	0.0973	1.5512	1.2455
No log	2.1951	90	1.4070	0.2149	1.4070	1.1862
No log	2.2439	92	1.4138	0.1362	1.4138	1.1890
No log	2.2927	94	1.4568	0.1297	1.4568	1.2070
No log	2.3415	96	1.3699	0.0976	1.3699	1.1704
No log	2.3902	98	1.1940	0.1434	1.1940	1.0927
No log	2.4390	100	1.0176	0.2263	1.0176	1.0087
No log	2.4878	102	0.9744	0.1857	0.9744	0.9871
No log	2.5366	104	0.9973	0.1707	0.9973	0.9986
No log	2.5854	106	1.0931	0.1970	1.0931	1.0455
No log	2.6341	108	1.1943	0.0571	1.1943	1.0928
No log	2.6829	110	1.3025	-0.0297	1.3025	1.1413
No log	2.7317	112	1.3886	-0.0460	1.3886	1.1784
No log	2.7805	114	1.4499	0.1194	1.4499	1.2041
No log	2.8293	116	1.4871	0.2313	1.4871	1.2195
No log	2.8780	118	1.5870	0.2638	1.5870	1.2598
No log	2.9268	120	1.6963	0.2252	1.6963	1.3024
No log	2.9756	122	1.7233	0.1078	1.7233	1.3128
No log	3.0244	124	1.6643	0.1207	1.6643	1.2901
No log	3.0732	126	1.5468	0.2004	1.5468	1.2437
No log	3.1220	128	1.4340	0.1438	1.4340	1.1975
No log	3.1707	130	1.4256	0.0712	1.4256	1.1940
No log	3.2195	132	1.4351	-0.0541	1.4351	1.1980
No log	3.2683	134	1.4572	-0.0939	1.4572	1.2072
No log	3.3171	136	1.4487	0.0147	1.4487	1.2036
No log	3.3659	138	1.5210	0.2752	1.5210	1.2333
No log	3.4146	140	1.5554	0.2110	1.5554	1.2472
No log	3.4634	142	1.5332	0.2317	1.5332	1.2382
No log	3.5122	144	1.4559	0.2437	1.4559	1.2066
No log	3.5610	146	1.4092	0.2694	1.4092	1.1871
No log	3.6098	148	1.4646	0.2694	1.4646	1.2102
No log	3.6585	150	1.6549	0.2644	1.6549	1.2864
No log	3.7073	152	1.9520	0.2247	1.9520	1.3971
No log	3.7561	154	2.0628	0.1896	2.0628	1.4362
No log	3.8049	156	1.9812	0.2127	1.9812	1.4075
No log	3.8537	158	1.7117	0.2252	1.7117	1.3083
No log	3.9024	160	1.4892	0.2221	1.4892	1.2203
No log	3.9512	162	1.2999	0.2424	1.2999	1.1401
No log	4.0	164	1.3185	0.2709	1.3185	1.1483
No log	4.0488	166	1.3895	0.2752	1.3895	1.1788
No log	4.0976	168	1.5370	0.2363	1.5370	1.2397
No log	4.1463	170	1.6797	0.2448	1.6797	1.2960
No log	4.1951	172	1.6799	0.2406	1.6799	1.2961
No log	4.2439	174	1.6900	0.2406	1.6900	1.3000
No log	4.2927	176	1.5981	0.2869	1.5981	1.2642
No log	4.3415	178	1.5248	0.2869	1.5248	1.2348
No log	4.3902	180	1.5613	0.2869	1.5613	1.2495
No log	4.4390	182	1.5000	0.2869	1.5000	1.2247
No log	4.4878	184	1.3547	0.2982	1.3547	1.1639
No log	4.5366	186	1.1792	0.2709	1.1792	1.0859
No log	4.5854	188	1.1016	0.2795	1.1016	1.0496
No log	4.6341	190	1.1794	0.2709	1.1794	1.0860
No log	4.6829	192	1.3821	0.2982	1.3821	1.1756
No log	4.7317	194	1.5724	0.2832	1.5724	1.2540
No log	4.7805	196	1.6845	0.2270	1.6845	1.2979
No log	4.8293	198	1.6787	0.2437	1.6787	1.2956
No log	4.8780	200	1.5522	0.2522	1.5522	1.2459
No log	4.9268	202	1.4268	0.2709	1.4268	1.1945
No log	4.9756	204	1.2716	0.1142	1.2716	1.1276
No log	5.0244	206	1.2442	0.1142	1.2442	1.1154
No log	5.0732	208	1.3147	0.2065	1.3147	1.1466
No log	5.1220	210	1.4453	0.2709	1.4453	1.2022
No log	5.1707	212	1.6210	0.1832	1.6210	1.2732
No log	5.2195	214	1.7052	0.1533	1.7052	1.3059
No log	5.2683	216	1.6462	0.1142	1.6462	1.2830
No log	5.3171	218	1.5065	0.1562	1.5065	1.2274
No log	5.3659	220	1.4007	0.1744	1.4007	1.1835
No log	5.4146	222	1.3913	0.1744	1.3913	1.1795
No log	5.4634	224	1.4471	0.2065	1.4471	1.2030
No log	5.5122	226	1.5510	0.2568	1.5510	1.2454
No log	5.5610	228	1.5943	0.2568	1.5943	1.2627
No log	5.6098	230	1.4838	0.1880	1.4838	1.2181
No log	5.6585	232	1.4146	0.1562	1.4146	1.1894
No log	5.7073	234	1.4566	0.1943	1.4566	1.2069
No log	5.7561	236	1.5167	0.1943	1.5167	1.2315
No log	5.8049	238	1.5548	0.1634	1.5548	1.2469
No log	5.8537	240	1.6684	0.1533	1.6684	1.2916
No log	5.9024	242	1.6584	0.1533	1.6584	1.2878
No log	5.9512	244	1.5861	0.2004	1.5861	1.2594
No log	6.0	246	1.4069	0.2522	1.4069	1.1861
No log	6.0488	248	1.2720	0.2184	1.2720	1.1278
No log	6.0976	250	1.3558	0.3018	1.3558	1.1644
No log	6.1463	252	1.5856	0.2527	1.5856	1.2592
No log	6.1951	254	1.7300	0.2419	1.7300	1.3153
No log	6.2439	256	1.6902	0.2565	1.6902	1.3001
No log	6.2927	258	1.5507	0.2296	1.5507	1.2453
No log	6.3415	260	1.5973	0.2296	1.5973	1.2638
No log	6.3902	262	1.5424	0.2363	1.5424	1.2419
No log	6.4390	264	1.4240	0.2474	1.4240	1.1933
No log	6.4878	266	1.3175	0.1814	1.3175	1.1478
No log	6.5366	268	1.3488	0.1814	1.3488	1.1614
No log	6.5854	270	1.5003	0.2611	1.5003	1.2249
No log	6.6341	272	1.6031	0.2437	1.6031	1.2661
No log	6.6829	274	1.6558	0.2110	1.6558	1.2868
No log	6.7317	276	1.6055	0.2270	1.6055	1.2671
No log	6.7805	278	1.4789	0.2239	1.4789	1.2161
No log	6.8293	280	1.3156	0.1142	1.3156	1.1470
No log	6.8780	282	1.2161	0.1024	1.2161	1.1028
No log	6.9268	284	1.2400	0.1024	1.2400	1.1136
No log	6.9756	286	1.3642	0.2424	1.3642	1.1680
No log	7.0244	288	1.5265	0.2437	1.5265	1.2355
No log	7.0732	290	1.7571	0.1960	1.7571	1.3255
No log	7.1220	292	1.7562	0.2007	1.7562	1.3252
No log	7.1707	294	1.5822	0.2221	1.5822	1.2579
No log	7.2195	296	1.4071	0.2126	1.4071	1.1862
No log	7.2683	298	1.2843	0.2065	1.2843	1.1333
No log	7.3171	300	1.2712	0.1142	1.2712	1.1275
No log	7.3659	302	1.3216	0.2126	1.3216	1.1496
No log	7.4146	304	1.4583	0.2709	1.4583	1.2076
No log	7.4634	306	1.4586	0.2709	1.4586	1.2077
No log	7.5122	308	1.3859	0.2709	1.3859	1.1772
No log	7.5610	310	1.4463	0.3086	1.4463	1.2026
No log	7.6098	312	1.5145	0.3177	1.5145	1.2307
No log	7.6585	314	1.6668	0.2601	1.6668	1.2911
No log	7.7073	316	1.7444	0.2103	1.7444	1.3208
No log	7.7561	318	1.7862	0.1423	1.7862	1.3365
No log	7.8049	320	1.6540	0.1562	1.6540	1.2861
No log	7.8537	322	1.5492	0.1703	1.5492	1.2447
No log	7.9024	324	1.3296	0.3052	1.3296	1.1531
No log	7.9512	326	1.1136	0.2752	1.1136	1.0553
No log	8.0	328	1.0647	0.3037	1.0647	1.0318
No log	8.0488	330	1.0862	0.2987	1.0862	1.0422
No log	8.0976	332	1.2727	0.3405	1.2727	1.1282
No log	8.1463	334	1.6420	0.3149	1.6420	1.2814
No log	8.1951	336	1.9541	0.2531	1.9541	1.3979
No log	8.2439	338	1.9778	0.2531	1.9778	1.4064
No log	8.2927	340	1.8202	0.2564	1.8202	1.3492
No log	8.3415	342	1.6091	0.2751	1.6091	1.2685
No log	8.3902	344	1.4502	0.2793	1.4502	1.2042
No log	8.4390	346	1.3356	0.2709	1.3356	1.1557
No log	8.4878	348	1.3068	0.2372	1.3068	1.1431
No log	8.5366	350	1.3499	0.2709	1.3499	1.1619
No log	8.5854	352	1.4692	0.2793	1.4692	1.2121
No log	8.6341	354	1.5588	0.2437	1.5588	1.2485
No log	8.6829	356	1.6919	0.2670	1.6919	1.3007
No log	8.7317	358	1.6607	0.2296	1.6607	1.2887
No log	8.7805	360	1.5080	0.2793	1.5080	1.2280
No log	8.8293	362	1.3030	0.2372	1.3030	1.1415
No log	8.8780	364	1.2094	0.0661	1.2094	1.0997
No log	8.9268	366	1.2089	0.1370	1.2089	1.0995
No log	8.9756	368	1.2729	0.2015	1.2729	1.1282
No log	9.0244	370	1.4445	0.2611	1.4445	1.2019
No log	9.0732	372	1.5228	0.2611	1.5228	1.2340
No log	9.1220	374	1.4594	0.2611	1.4594	1.2080
No log	9.1707	376	1.3591	0.2417	1.3591	1.1658
No log	9.2195	378	1.2819	0.2260	1.2819	1.1322
No log	9.2683	380	1.2453	0.2260	1.2453	1.1159
No log	9.3171	382	1.2750	0.2260	1.2750	1.1292
No log	9.3659	384	1.2998	0.1744	1.2998	1.1401
No log	9.4146	386	1.3247	0.1142	1.3247	1.1510
No log	9.4634	388	1.3761	0.1744	1.3761	1.1731
No log	9.5122	390	1.4517	0.2793	1.4517	1.2049
No log	9.5610	392	1.4573	0.2793	1.4573	1.2072
No log	9.6098	394	1.3701	0.2944	1.3701	1.1705
No log	9.6585	396	1.3264	0.2665	1.3264	1.1517
No log	9.7073	398	1.3439	0.2665	1.3439	1.1593
No log	9.7561	400	1.4058	0.2793	1.4058	1.1856
No log	9.8049	402	1.4416	0.2793	1.4416	1.2007
No log	9.8537	404	1.3860	0.2793	1.3860	1.1773
No log	9.9024	406	1.3545	0.2982	1.3545	1.1638
No log	9.9512	408	1.4232	0.2832	1.4232	1.1930
No log	10.0	410	1.4162	0.3018	1.4162	1.1900
No log	10.0488	412	1.3943	0.3018	1.3943	1.1808
No log	10.0976	414	1.4645	0.2940	1.4645	1.2102
No log	10.1463	416	1.6063	0.3036	1.6063	1.2674
No log	10.1951	418	1.6054	0.2681	1.6054	1.2671
No log	10.2439	420	1.5268	0.3205	1.5268	1.2356
No log	10.2927	422	1.3808	0.2793	1.3808	1.1751
No log	10.3415	424	1.3613	0.2752	1.3613	1.1668
No log	10.3902	426	1.3414	0.2752	1.3414	1.1582
No log	10.4390	428	1.3449	0.2752	1.3449	1.1597
No log	10.4878	430	1.3252	0.2752	1.3252	1.1512
No log	10.5366	432	1.3606	0.2752	1.3606	1.1664
No log	10.5854	434	1.3881	0.3086	1.3881	1.1782
No log	10.6341	436	1.3690	0.2888	1.3690	1.1700
No log	10.6829	438	1.3440	0.2851	1.3440	1.1593
No log	10.7317	440	1.4179	0.3135	1.4179	1.1908
No log	10.7805	442	1.4726	0.3086	1.4726	1.2135
No log	10.8293	444	1.4817	0.2832	1.4817	1.2172
No log	10.8780	446	1.4655	0.2568	1.4655	1.2106
No log	10.9268	448	1.3809	0.2522	1.3809	1.1751
No log	10.9756	450	1.3233	0.2065	1.3233	1.1504
No log	11.0244	452	1.2874	0.2065	1.2874	1.1346
No log	11.0732	454	1.2889	0.2372	1.2889	1.1353
No log	11.1220	456	1.3172	0.2709	1.3172	1.1477
No log	11.1707	458	1.3541	0.3052	1.3541	1.1636
No log	11.2195	460	1.4339	0.2906	1.4339	1.1974
No log	11.2683	462	1.6125	0.3284	1.6125	1.2698
No log	11.3171	464	1.7651	0.3024	1.7651	1.3286
No log	11.3659	466	1.7011	0.3309	1.7011	1.3043
No log	11.4146	468	1.5460	0.2694	1.5460	1.2434
No log	11.4634	470	1.3727	0.1744	1.3727	1.1716
No log	11.5122	472	1.2672	0.0401	1.2672	1.1257
No log	11.5610	474	1.1885	0.0	1.1885	1.0902
No log	11.6098	476	1.1744	0.0278	1.1744	1.0837
No log	11.6585	478	1.2303	0.0401	1.2303	1.1092
No log	11.7073	480	1.3392	0.0781	1.3392	1.1573
No log	11.7561	482	1.4992	0.1562	1.4992	1.2244
No log	11.8049	484	1.6417	0.2522	1.6417	1.2813
No log	11.8537	486	1.7895	0.1955	1.7895	1.3377
No log	11.9024	488	1.8060	0.1607	1.8060	1.3439
No log	11.9512	490	1.7760	0.2270	1.7760	1.3327
No log	12.0	492	1.6444	0.2342	1.6444	1.2823
No log	12.0488	494	1.4505	0.0401	1.4505	1.2044
No log	12.0976	496	1.3335	0.0	1.3335	1.1548
No log	12.1463	498	1.2947	0.0	1.2947	1.1379
0.3078	12.1951	500	1.2919	0.0	1.2919	1.1366
0.3078	12.2439	502	1.3293	0.0781	1.3293	1.1529
0.3078	12.2927	504	1.4326	0.2952	1.4326	1.1969
0.3078	12.3415	506	1.5572	0.3170	1.5572	1.2479
0.3078	12.3902	508	1.5341	0.3274	1.5341	1.2386
0.3078	12.4390	510	1.3366	0.3437	1.3366	1.1561
0.3078	12.4878	512	1.2099	0.2691	1.2099	1.1000
0.3078	12.5366	514	1.3156	0.3372	1.3156	1.1470
0.3078	12.5854	516	1.4580	0.3381	1.4580	1.2075
0.3078	12.6341	518	1.5056	0.3177	1.5056	1.2270
0.3078	12.6829	520	1.4354	0.3086	1.4354	1.1981
0.3078	12.7317	522	1.2976	0.1880	1.2976	1.1391
0.3078	12.7805	524	1.2266	0.1113	1.2266	1.1075
0.3078	12.8293	526	1.1944	0.0760	1.1944	1.0929
0.3078	12.8780	528	1.2654	0.1449	1.2654	1.1249
0.3078	12.9268	530	1.4202	0.3117	1.4202	1.1917
0.3078	12.9756	532	1.4695	0.3117	1.4695	1.2122
0.3078	13.0244	534	1.4543	0.2793	1.4543	1.2059
0.3078	13.0732	536	1.5292	0.3086	1.5292	1.2366
0.3078	13.1220	538	1.6006	0.3205	1.6006	1.2651
0.3078	13.1707	540	1.5279	0.2869	1.5279	1.2361
0.3078	13.2195	542	1.3906	0.2793	1.3906	1.1793
0.3078	13.2683	544	1.3420	0.2239	1.3420	1.1584
0.3078	13.3171	546	1.4038	0.3329	1.4038	1.1848
0.3078	13.3659	548	1.4545	0.3405	1.4545	1.2060
0.3078	13.4146	550	1.4526	0.3259	1.4526	1.2053
0.3078	13.4634	552	1.4656	0.3259	1.4656	1.2106
0.3078	13.5122	554	1.4653	0.3259	1.4653	1.2105
0.3078	13.5610	556	1.4605	0.2906	1.4605	1.2085
0.3078	13.6098	558	1.4500	0.3066	1.4500	1.2042
0.3078	13.6585	560	1.4016	0.3329	1.4016	1.1839
0.3078	13.7073	562	1.3976	0.3052	1.3976	1.1822
0.3078	13.7561	564	1.3801	0.2709	1.3801	1.1748
0.3078	13.8049	566	1.3511	0.2372	1.3511	1.1624
0.3078	13.8537	568	1.3463	0.2372	1.3463	1.1603
0.3078	13.9024	570	1.3467	0.2065	1.3467	1.1605
0.3078	13.9512	572	1.3312	0.1744	1.3312	1.1538
0.3078	14.0	574	1.3787	0.2372	1.3787	1.1742
0.3078	14.0488	576	1.4600	0.2752	1.4600	1.2083
0.3078	14.0976	578	1.5033	0.2611	1.5033	1.2261
0.3078	14.1463	580	1.4471	0.2793	1.4471	1.2029
0.3078	14.1951	582	1.3276	0.2709	1.3276	1.1522
0.3078	14.2439	584	1.2399	0.2709	1.2399	1.1135
0.3078	14.2927	586	1.2598	0.2709	1.2598	1.1224
0.3078	14.3415	588	1.2733	0.2709	1.2733	1.1284
0.3078	14.3902	590	1.2333	0.2709	1.2333	1.1106
0.3078	14.4390	592	1.2143	0.2709	1.2143	1.1019
0.3078	14.4878	594	1.2574	0.2522	1.2574	1.1213
0.3078	14.5366	596	1.3507	0.2869	1.3507	1.1622
0.3078	14.5854	598	1.3893	0.2869	1.3893	1.1787
0.3078	14.6341	600	1.4347	0.2974	1.4347	1.1978
0.3078	14.6829	602	1.4100	0.2974	1.4100	1.1875
0.3078	14.7317	604	1.3964	0.2974	1.3964	1.1817
0.3078	14.7805	606	1.4486	0.3036	1.4486	1.2036
0.3078	14.8293	608	1.4749	0.3309	1.4749	1.2144
0.3078	14.8780	610	1.5289	0.2967	1.5289	1.2365
0.3078	14.9268	612	1.5159	0.2967	1.5159	1.2312
0.3078	14.9756	614	1.3920	0.2906	1.3920	1.1798
0.3078	15.0244	616	1.2417	0.2065	1.2417	1.1143
0.3078	15.0732	618	1.1540	0.0781	1.1540	1.0742
0.3078	15.1220	620	1.1586	0.0781	1.1586	1.0764
0.3078	15.1707	622	1.2341	0.1142	1.2341	1.1109
0.3078	15.2195	624	1.3723	0.2709	1.3723	1.1715
0.3078	15.2683	626	1.4298	0.2752	1.4298	1.1957
0.3078	15.3171	628	1.4421	0.2568	1.4421	1.2009
0.3078	15.3659	630	1.4263	0.2474	1.4263	1.1943
0.3078	15.4146	632	1.3639	0.1142	1.3639	1.1678
0.3078	15.4634	634	1.3107	0.1142	1.3107	1.1449
0.3078	15.5122	636	1.3034	0.1142	1.3034	1.1417
0.3078	15.5610	638	1.3596	0.1744	1.3596	1.1660
0.3078	15.6098	640	1.4341	0.2474	1.4341	1.1975
0.3078	15.6585	642	1.4835	0.2793	1.4835	1.2180
0.3078	15.7073	644	1.4688	0.2522	1.4688	1.2120
0.3078	15.7561	646	1.4047	0.1142	1.4047	1.1852
0.3078	15.8049	648	1.3926	0.1142	1.3926	1.1801
0.3078	15.8537	650	1.3844	0.1142	1.3844	1.1766
0.3078	15.9024	652	1.3580	0.1142	1.3580	1.1653
0.3078	15.9512	654	1.3494	0.1142	1.3494	1.1616
0.3078	16.0	656	1.3601	0.1142	1.3601	1.1662
0.3078	16.0488	658	1.3663	0.1142	1.3663	1.1689
0.3078	16.0976	660	1.3445	0.1142	1.3445	1.1595
0.3078	16.1463	662	1.3117	0.1142	1.3117	1.1453
0.3078	16.1951	664	1.3200	0.1486	1.3200	1.1489
0.3078	16.2439	666	1.2867	0.1486	1.2867	1.1343
0.3078	16.2927	668	1.2702	0.1024	1.2702	1.1270
0.3078	16.3415	670	1.3206	0.1486	1.3206	1.1492
0.3078	16.3902	672	1.3862	0.2709	1.3862	1.1774
0.3078	16.4390	674	1.4457	0.2752	1.4457	1.2024
0.3078	16.4878	676	1.4260	0.2752	1.4260	1.1941
0.3078	16.5366	678	1.3876	0.2752	1.3876	1.1780
0.3078	16.5854	680	1.4008	0.2752	1.4008	1.1835
0.3078	16.6341	682	1.3887	0.2752	1.3887	1.1784
0.3078	16.6829	684	1.4325	0.2522	1.4325	1.1969
0.3078	16.7317	686	1.4964	0.2832	1.4964	1.2233
0.3078	16.7805	688	1.4854	0.2239	1.4854	1.2188
0.3078	16.8293	690	1.4400	0.0970	1.4400	1.2000
0.3078	16.8780	692	1.3561	0.1142	1.3561	1.1645
0.3078	16.9268	694	1.2815	0.1142	1.2815	1.1320
0.3078	16.9756	696	1.2538	0.1024	1.2538	1.1197
0.3078	17.0244	698	1.2644	0.1024	1.2644	1.1245
0.3078	17.0732	700	1.3014	0.2260	1.3014	1.1408
0.3078	17.1220	702	1.3830	0.2752	1.3830	1.1760
0.3078	17.1707	704	1.4177	0.2568	1.4177	1.1907
0.3078	17.2195	706	1.4474	0.2292	1.4474	1.2031
0.3078	17.2683	708	1.4498	0.2292	1.4498	1.2041
0.3078	17.3171	710	1.4057	0.1703	1.4057	1.1856
0.3078	17.3659	712	1.3341	0.1486	1.3341	1.1550
0.3078	17.4146	714	1.2877	0.1142	1.2877	1.1348
0.3078	17.4634	716	1.2726	0.1228	1.2726	1.1281
0.3078	17.5122	718	1.2935	0.1634	1.2935	1.1373
0.3078	17.5610	720	1.3555	0.2694	1.3555	1.1643
0.3078	17.6098	722	1.4785	0.2874	1.4785	1.2159
0.3078	17.6585	724	1.5665	0.3429	1.5665	1.2516
0.3078	17.7073	726	1.5619	0.3117	1.5619	1.2498
0.3078	17.7561	728	1.4781	0.2424	1.4781	1.2158
0.3078	17.8049	730	1.3733	0.0	1.3733	1.1719
0.3078	17.8537	732	1.3069	0.0	1.3069	1.1432
0.3078	17.9024	734	1.2920	0.0	1.2920	1.1366
0.3078	17.9512	736	1.2731	0.0	1.2731	1.1283
0.3078	18.0	738	1.2555	0.0	1.2555	1.1205

Framework versions

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