ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task2_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: 1.2191
• Qwk: 0.2087
• Mse: 1.2191
• Rmse: 1.1041

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	0.0303	2	4.5001	0.0010	4.5001	2.1213
No log	0.0606	4	2.8791	-0.0040	2.8791	1.6968
No log	0.0909	6	2.1594	-0.0421	2.1594	1.4695
No log	0.1212	8	1.6541	-0.0265	1.6541	1.2861
No log	0.1515	10	1.5164	-0.0102	1.5164	1.2314
No log	0.1818	12	1.5485	-0.0063	1.5485	1.2444
No log	0.2121	14	1.3874	0.0628	1.3874	1.1779
No log	0.2424	16	1.2864	0.1667	1.2864	1.1342
No log	0.2727	18	1.3549	0.1712	1.3549	1.1640
No log	0.3030	20	1.4925	0.1193	1.4925	1.2217
No log	0.3333	22	1.4331	0.1387	1.4331	1.1971
No log	0.3636	24	1.6942	0.0479	1.6942	1.3016
No log	0.3939	26	1.7072	0.0351	1.7072	1.3066
No log	0.4242	28	1.4309	0.1010	1.4309	1.1962
No log	0.4545	30	1.4247	0.2115	1.4247	1.1936
No log	0.4848	32	1.6971	0.1022	1.6971	1.3027
No log	0.5152	34	1.7830	0.0151	1.7830	1.3353
No log	0.5455	36	1.6014	-0.0188	1.6014	1.2654
No log	0.5758	38	1.2506	0.1114	1.2506	1.1183
No log	0.6061	40	1.2153	0.1108	1.2153	1.1024
No log	0.6364	42	1.3098	0.0955	1.3098	1.1445
No log	0.6667	44	1.4829	0.1165	1.4829	1.2177
No log	0.6970	46	1.5152	0.1076	1.5152	1.2309
No log	0.7273	48	1.5635	0.1076	1.5635	1.2504
No log	0.7576	50	1.4070	0.1016	1.4070	1.1862
No log	0.7879	52	1.2206	0.1951	1.2206	1.1048
No log	0.8182	54	1.4496	0.0273	1.4496	1.2040
No log	0.8485	56	1.5432	0.1314	1.5432	1.2423
No log	0.8788	58	1.3418	0.0436	1.3418	1.1584
No log	0.9091	60	1.1685	0.2286	1.1685	1.0810
No log	0.9394	62	1.1707	0.2328	1.1707	1.0820
No log	0.9697	64	1.1602	0.2718	1.1602	1.0771
No log	1.0	66	1.0708	0.2766	1.0708	1.0348
No log	1.0303	68	1.0821	0.2662	1.0821	1.0402
No log	1.0606	70	1.1623	0.2471	1.1623	1.0781
No log	1.0909	72	1.1077	0.2103	1.1077	1.0525
No log	1.1212	74	1.0533	0.2518	1.0533	1.0263
No log	1.1515	76	0.9889	0.3858	0.9889	0.9944
No log	1.1818	78	0.9840	0.4181	0.9840	0.9920
No log	1.2121	80	1.0048	0.4559	1.0048	1.0024
No log	1.2424	82	0.9857	0.4559	0.9857	0.9928
No log	1.2727	84	1.0709	0.4275	1.0709	1.0348
No log	1.3030	86	1.2994	0.4464	1.2994	1.1399
No log	1.3333	88	1.6311	0.2943	1.6311	1.2772
No log	1.3636	90	1.8875	0.2419	1.8875	1.3739
No log	1.3939	92	1.4886	0.2943	1.4886	1.2201
No log	1.4242	94	0.9829	0.3779	0.9829	0.9914
No log	1.4545	96	1.0047	0.3960	1.0047	1.0023
No log	1.4848	98	0.9900	0.3780	0.9900	0.9950
No log	1.5152	100	0.9639	0.4334	0.9639	0.9818
No log	1.5455	102	1.1630	0.4073	1.1630	1.0784
No log	1.5758	104	1.1848	0.3827	1.1848	1.0885
No log	1.6061	106	1.0369	0.4220	1.0369	1.0183
No log	1.6364	108	0.9130	0.4429	0.9130	0.9555
No log	1.6667	110	0.8391	0.4142	0.8391	0.9160
No log	1.6970	112	0.8286	0.4142	0.8286	0.9103
No log	1.7273	114	0.9080	0.4034	0.9080	0.9529
No log	1.7576	116	1.1923	0.3963	1.1923	1.0919
No log	1.7879	118	1.1884	0.3956	1.1884	1.0901
No log	1.8182	120	1.0866	0.4186	1.0866	1.0424
No log	1.8485	122	0.9758	0.3636	0.9758	0.9878
No log	1.8788	124	1.0070	0.3690	1.0070	1.0035
No log	1.9091	126	1.0345	0.3324	1.0345	1.0171
No log	1.9394	128	0.8754	0.3463	0.8754	0.9357
No log	1.9697	130	0.8642	0.3896	0.8642	0.9296
No log	2.0	132	0.8962	0.4526	0.8962	0.9467
No log	2.0303	134	0.8974	0.4165	0.8974	0.9473
No log	2.0606	136	0.8720	0.4606	0.8720	0.9338
No log	2.0909	138	0.8912	0.4803	0.8912	0.9440
No log	2.1212	140	1.1544	0.4262	1.1544	1.0745
No log	2.1515	142	1.7105	0.2925	1.7105	1.3079
No log	2.1818	144	1.7324	0.2540	1.7324	1.3162
No log	2.2121	146	1.3488	0.2759	1.3488	1.1614
No log	2.2424	148	0.8585	0.4021	0.8585	0.9266
No log	2.2727	150	0.9296	0.4350	0.9296	0.9642
No log	2.3030	152	1.0700	0.3249	1.0700	1.0344
No log	2.3333	154	0.9375	0.4347	0.9375	0.9683
No log	2.3636	156	0.8378	0.4466	0.8378	0.9153
No log	2.3939	158	0.9087	0.3217	0.9087	0.9533
No log	2.4242	160	0.9427	0.3191	0.9427	0.9709
No log	2.4545	162	0.9168	0.3966	0.9168	0.9575
No log	2.4848	164	0.9798	0.4513	0.9798	0.9898
No log	2.5152	166	1.3024	0.3803	1.3024	1.1412
No log	2.5455	168	1.5000	0.3428	1.5000	1.2248
No log	2.5758	170	1.3911	0.3481	1.3911	1.1794
No log	2.6061	172	1.1765	0.4666	1.1765	1.0846
No log	2.6364	174	0.9741	0.4927	0.9741	0.9870
No log	2.6667	176	1.0185	0.5113	1.0185	1.0092
No log	2.6970	178	1.2618	0.3898	1.2618	1.1233
No log	2.7273	180	1.2893	0.3723	1.2893	1.1355
No log	2.7576	182	1.1152	0.3324	1.1152	1.0560
No log	2.7879	184	1.0050	0.2733	1.0050	1.0025
No log	2.8182	186	1.0599	0.1795	1.0599	1.0295
No log	2.8485	188	1.1544	0.1498	1.1544	1.0744
No log	2.8788	190	1.1668	0.1440	1.1668	1.0802
No log	2.9091	192	1.1060	0.2051	1.1060	1.0516
No log	2.9394	194	1.0582	0.2097	1.0582	1.0287
No log	2.9697	196	1.0031	0.2009	1.0031	1.0015
No log	3.0	198	1.0069	0.2402	1.0069	1.0035
No log	3.0303	200	1.0267	0.2387	1.0267	1.0133
No log	3.0606	202	1.0911	0.2884	1.0911	1.0446
No log	3.0909	204	1.1255	0.2678	1.1255	1.0609
No log	3.1212	206	1.1327	0.2736	1.1327	1.0643
No log	3.1515	208	1.0447	0.3460	1.0447	1.0221
No log	3.1818	210	1.0656	0.3460	1.0656	1.0323
No log	3.2121	212	1.2534	0.3670	1.2534	1.1196
No log	3.2424	214	1.3910	0.2929	1.3910	1.1794
No log	3.2727	216	1.3969	0.3302	1.3969	1.1819
No log	3.3030	218	1.2047	0.3798	1.2047	1.0976
No log	3.3333	220	1.1020	0.4065	1.1020	1.0498
No log	3.3636	222	1.2465	0.3634	1.2465	1.1165
No log	3.3939	224	1.2628	0.3634	1.2628	1.1237
No log	3.4242	226	1.4089	0.3734	1.4089	1.1870
No log	3.4545	228	1.5415	0.3234	1.5415	1.2416
No log	3.4848	230	1.3208	0.3898	1.3208	1.1492
No log	3.5152	232	1.0742	0.3341	1.0742	1.0364
No log	3.5455	234	0.9733	0.2975	0.9733	0.9866
No log	3.5758	236	0.9631	0.2975	0.9631	0.9814
No log	3.6061	238	1.0241	0.2837	1.0241	1.0120
No log	3.6364	240	1.1459	0.2982	1.1459	1.0705
No log	3.6667	242	1.1050	0.2617	1.1050	1.0512
No log	3.6970	244	1.0122	0.2110	1.0122	1.0061
No log	3.7273	246	0.9929	0.3217	0.9929	0.9964
No log	3.7576	248	1.0205	0.2219	1.0205	1.0102
No log	3.7879	250	1.0971	0.1248	1.0971	1.0474
No log	3.8182	252	1.2816	0.2341	1.2816	1.1321
No log	3.8485	254	1.3821	0.2052	1.3821	1.1756
No log	3.8788	256	1.4510	0.2052	1.4510	1.2046
No log	3.9091	258	1.3779	0.2112	1.3779	1.1738
No log	3.9394	260	1.2223	0.1789	1.2223	1.1056
No log	3.9697	262	1.1156	0.0923	1.1156	1.0562
No log	4.0	264	1.1342	0.1020	1.1342	1.0650
No log	4.0303	266	1.2228	0.2238	1.2228	1.1058
No log	4.0606	268	1.3913	0.2959	1.3913	1.1795
No log	4.0909	270	1.5024	0.2945	1.5024	1.2257
No log	4.1212	272	1.4663	0.2945	1.4663	1.2109
No log	4.1515	274	1.4308	0.2966	1.4308	1.1962
No log	4.1818	276	1.2906	0.3047	1.2906	1.1360
No log	4.2121	278	1.1620	0.2387	1.1620	1.0780
No log	4.2424	280	1.0211	0.1649	1.0211	1.0105
No log	4.2727	282	0.9985	0.3307	0.9985	0.9992
No log	4.3030	284	1.0139	0.1649	1.0139	1.0069
No log	4.3333	286	1.0884	0.2108	1.0884	1.0433
No log	4.3636	288	1.2010	0.2707	1.2010	1.0959
No log	4.3939	290	1.1934	0.2754	1.1934	1.0924
No log	4.4242	292	1.1058	0.2818	1.1058	1.0516
No log	4.4545	294	1.1254	0.2518	1.1254	1.0608
No log	4.4848	296	1.2045	0.3301	1.2045	1.0975
No log	4.5152	298	1.4438	0.3287	1.4438	1.2016
No log	4.5455	300	1.5772	0.3248	1.5772	1.2559
No log	4.5758	302	1.4728	0.3287	1.4728	1.2136
No log	4.6061	304	1.2329	0.2817	1.2329	1.1104
No log	4.6364	306	1.1405	0.2291	1.1405	1.0680
No log	4.6667	308	1.1425	0.2087	1.1425	1.0689
No log	4.6970	310	1.1943	0.2373	1.1943	1.0929
No log	4.7273	312	1.3273	0.2304	1.3273	1.1521
No log	4.7576	314	1.4154	0.2476	1.4154	1.1897
No log	4.7879	316	1.3841	0.2536	1.3841	1.1765
No log	4.8182	318	1.2118	0.2601	1.2118	1.1008
No log	4.8485	320	1.0360	0.3022	1.0360	1.0178
No log	4.8788	322	0.9992	0.2926	0.9992	0.9996
No log	4.9091	324	1.0335	0.2878	1.0335	1.0166
No log	4.9394	326	1.1921	0.2631	1.1921	1.0918
No log	4.9697	328	1.4805	0.2938	1.4805	1.2168
No log	5.0	330	1.5961	0.2957	1.5961	1.2634
No log	5.0303	332	1.4689	0.2761	1.4689	1.2120
No log	5.0606	334	1.2082	0.3302	1.2082	1.0992
No log	5.0909	336	1.0048	0.3690	1.0048	1.0024
No log	5.1212	338	0.9758	0.3192	0.9758	0.9878
No log	5.1515	340	1.0297	0.2519	1.0297	1.0147
No log	5.1818	342	1.1659	0.2631	1.1659	1.0798
No log	5.2121	344	1.3206	0.2765	1.3206	1.1492
No log	5.2424	346	1.2982	0.3131	1.2982	1.1394
No log	5.2727	348	1.1441	0.3238	1.1441	1.0696
No log	5.3030	350	0.9686	0.3117	0.9686	0.9842
No log	5.3333	352	0.8939	0.3560	0.8939	0.9455
No log	5.3636	354	0.9267	0.4129	0.9267	0.9626
No log	5.3939	356	1.0770	0.3461	1.0770	1.0378
No log	5.4242	358	1.2824	0.3499	1.2824	1.1324
No log	5.4545	360	1.3608	0.3358	1.3608	1.1665
No log	5.4848	362	1.3082	0.3302	1.3082	1.1437
No log	5.5152	364	1.1697	0.3238	1.1697	1.0815
No log	5.5455	366	1.0244	0.3158	1.0244	1.0121
No log	5.5758	368	0.9828	0.3667	0.9828	0.9913
No log	5.6061	370	1.0257	0.3530	1.0257	1.0127
No log	5.6364	372	1.1478	0.2676	1.1478	1.0714
No log	5.6667	374	1.3464	0.3317	1.3464	1.1603
No log	5.6970	376	1.4126	0.3157	1.4126	1.1885
No log	5.7273	378	1.3029	0.3067	1.3029	1.1415
No log	5.7576	380	1.1642	0.2512	1.1642	1.0790
No log	5.7879	382	1.1020	0.2373	1.1020	1.0498
No log	5.8182	384	1.0825	0.2373	1.0825	1.0404
No log	5.8485	386	1.1116	0.2373	1.1116	1.0543
No log	5.8788	388	1.1963	0.3220	1.1963	1.0937
No log	5.9091	390	1.1934	0.3449	1.1934	1.0924
No log	5.9394	392	1.1442	0.2479	1.1442	1.0697
No log	5.9697	394	1.1268	0.2173	1.1268	1.0615
No log	6.0	396	1.1677	0.2707	1.1677	1.0806
No log	6.0303	398	1.2421	0.3435	1.2421	1.1145
No log	6.0606	400	1.2859	0.3449	1.2859	1.1340
No log	6.0909	402	1.2157	0.2935	1.2157	1.1026
No log	6.1212	404	1.1447	0.2087	1.1447	1.0699
No log	6.1515	406	1.1471	0.1219	1.1471	1.0710
No log	6.1818	408	1.1622	0.1219	1.1622	1.0781
No log	6.2121	410	1.2004	0.2373	1.2004	1.0956
No log	6.2424	412	1.2523	0.2678	1.2523	1.1191
No log	6.2727	414	1.2092	0.2678	1.2092	1.0996
No log	6.3030	416	1.1085	0.3584	1.1085	1.0528
No log	6.3333	418	1.0833	0.3824	1.0833	1.0408
No log	6.3636	420	1.1730	0.3299	1.1730	1.0830
No log	6.3939	422	1.2554	0.2982	1.2554	1.1204
No log	6.4242	424	1.2371	0.2982	1.2371	1.1122
No log	6.4545	426	1.1755	0.3299	1.1755	1.0842
No log	6.4848	428	1.1134	0.3167	1.1134	1.0552
No log	6.5152	430	1.1190	0.3418	1.1190	1.0578
No log	6.5455	432	1.1155	0.3167	1.1155	1.0562
No log	6.5758	434	1.0821	0.3072	1.0821	1.0403
No log	6.6061	436	1.0534	0.3446	1.0534	1.0264
No log	6.6364	438	1.0392	0.3446	1.0392	1.0194
No log	6.6667	440	1.1017	0.3026	1.1017	1.0496
No log	6.6970	442	1.1440	0.3093	1.1440	1.0696
No log	6.7273	444	1.1707	0.3093	1.1707	1.0820
No log	6.7576	446	1.1677	0.2959	1.1677	1.0806
No log	6.7879	448	1.0617	0.3026	1.0617	1.0304
No log	6.8182	450	0.9227	0.3389	0.9227	0.9606
No log	6.8485	452	0.8646	0.3961	0.8646	0.9299
No log	6.8788	454	0.8633	0.4434	0.8633	0.9291
No log	6.9091	456	0.9732	0.4096	0.9732	0.9865
No log	6.9394	458	1.1257	0.3243	1.1257	1.0610
No log	6.9697	460	1.2745	0.2759	1.2745	1.1289
No log	7.0	462	1.3044	0.2989	1.3044	1.1421
No log	7.0303	464	1.1752	0.3363	1.1752	1.0841
No log	7.0606	466	1.0962	0.3341	1.0962	1.0470
No log	7.0909	468	1.0627	0.2291	1.0627	1.0309
No log	7.1212	470	1.0731	0.1692	1.0731	1.0359
No log	7.1515	472	1.1165	0.2087	1.1165	1.0566
No log	7.1818	474	1.1599	0.2087	1.1599	1.0770
No log	7.2121	476	1.1683	0.2087	1.1683	1.0809
No log	7.2424	478	1.1330	0.2087	1.1330	1.0644
No log	7.2727	480	1.1261	0.1122	1.1261	1.0612
No log	7.3030	482	1.1653	0.1219	1.1653	1.0795
No log	7.3333	484	1.1870	0.1219	1.1870	1.0895
No log	7.3636	486	1.1859	0.0857	1.1859	1.0890
No log	7.3939	488	1.2063	0.1185	1.2063	1.0983
No log	7.4242	490	1.2719	0.1991	1.2719	1.1278
No log	7.4545	492	1.3022	0.1592	1.3022	1.1411
No log	7.4848	494	1.3581	0.1687	1.3581	1.1654
No log	7.5152	496	1.3951	0.1687	1.3951	1.1811
No log	7.5455	498	1.3489	0.1058	1.3489	1.1614
0.3786	7.5758	500	1.2236	0.0369	1.2236	1.1061
0.3786	7.6061	502	1.1243	0.0872	1.1243	1.0603
0.3786	7.6364	504	1.1222	0.1214	1.1222	1.0593
0.3786	7.6667	506	1.1426	0.2046	1.1426	1.0689
0.3786	7.6970	508	1.1541	0.2238	1.1541	1.0743
0.3786	7.7273	510	1.1239	0.2141	1.1239	1.0601
0.3786	7.7576	512	1.0795	0.2586	1.0795	1.0390
0.3786	7.7879	514	1.0647	0.2586	1.0647	1.0318
0.3786	7.8182	516	1.0711	0.2683	1.0711	1.0349
0.3786	7.8485	518	1.1050	0.2097	1.1050	1.0512
0.3786	7.8788	520	1.1851	0.2373	1.1851	1.0886
0.3786	7.9091	522	1.2235	0.2504	1.2235	1.1061
0.3786	7.9394	524	1.1936	0.2504	1.1936	1.0925
0.3786	7.9697	526	1.0930	0.3446	1.0930	1.0455
0.3786	8.0	528	1.0495	0.3584	1.0495	1.0244
0.3786	8.0303	530	1.0398	0.3596	1.0398	1.0197
0.3786	8.0606	532	1.0498	0.3596	1.0498	1.0246
0.3786	8.0909	534	1.1522	0.3621	1.1522	1.0734
0.3786	8.1212	536	1.2664	0.3824	1.2664	1.1253
0.3786	8.1515	538	1.3013	0.3712	1.3013	1.1408
0.3786	8.1818	540	1.2926	0.3704	1.2926	1.1369
0.3786	8.2121	542	1.2589	0.3487	1.2589	1.1220
0.3786	8.2424	544	1.1410	0.2935	1.1410	1.0682
0.3786	8.2727	546	1.0564	0.3167	1.0564	1.0278
0.3786	8.3030	548	1.0309	0.2780	1.0309	1.0153
0.3786	8.3333	550	1.0636	0.3049	1.0636	1.0313
0.3786	8.3636	552	1.1804	0.3447	1.1804	1.0865
0.3786	8.3939	554	1.3297	0.3499	1.3297	1.1531
0.3786	8.4242	556	1.3655	0.3331	1.3655	1.1685
0.3786	8.4545	558	1.2601	0.3005	1.2601	1.1226
0.3786	8.4848	560	1.1449	0.3207	1.1449	1.0700
0.3786	8.5152	562	1.1158	0.2665	1.1158	1.0563
0.3786	8.5455	564	1.1527	0.2665	1.1527	1.0736
0.3786	8.5758	566	1.1758	0.2519	1.1758	1.0844
0.3786	8.6061	568	1.1935	0.2373	1.1935	1.0925
0.3786	8.6364	570	1.1700	0.2238	1.1700	1.0817
0.3786	8.6667	572	1.1759	0.2387	1.1759	1.0844
0.3786	8.6970	574	1.1824	0.2238	1.1824	1.0874
0.3786	8.7273	576	1.1923	0.2087	1.1923	1.0919
0.3786	8.7576	578	1.2113	0.2087	1.2113	1.1006
0.3786	8.7879	580	1.2186	0.2087	1.2186	1.1039
0.3786	8.8182	582	1.2207	0.1789	1.2207	1.1049
0.3786	8.8485	584	1.1980	0.1379	1.1980	1.0945
0.3786	8.8788	586	1.1583	0.1538	1.1583	1.0762
0.3786	8.9091	588	1.1660	0.2097	1.1660	1.0798
0.3786	8.9394	590	1.2062	0.2387	1.2062	1.0983
0.3786	8.9697	592	1.2451	0.2373	1.2451	1.1158
0.3786	9.0	594	1.2524	0.2373	1.2524	1.1191
0.3786	9.0303	596	1.2259	0.2087	1.2259	1.1072
0.3786	9.0606	598	1.2062	0.2087	1.2062	1.0983
0.3786	9.0909	600	1.1719	0.1944	1.1719	1.0825
0.3786	9.1212	602	1.1327	0.2387	1.1327	1.0643
0.3786	9.1515	604	1.1204	0.2387	1.1204	1.0585
0.3786	9.1818	606	1.1382	0.3447	1.1382	1.0669
0.3786	9.2121	608	1.1648	0.3679	1.1648	1.0793
0.3786	9.2424	610	1.2191	0.3133	1.2191	1.1041
0.3786	9.2727	612	1.2476	0.3005	1.2476	1.1169
0.3786	9.3030	614	1.1946	0.3551	1.1946	1.0930
0.3786	9.3333	616	1.1850	0.3299	1.1850	1.0886
0.3786	9.3636	618	1.1752	0.3163	1.1752	1.0841
0.3786	9.3939	620	1.1443	0.2910	1.1443	1.0697
0.3786	9.4242	622	1.1579	0.2910	1.1579	1.0761
0.3786	9.4545	624	1.1554	0.3187	1.1554	1.0749
0.3786	9.4848	626	1.1288	0.2387	1.1288	1.0624
0.3786	9.5152	628	1.1227	0.2696	1.1227	1.0596
0.3786	9.5455	630	1.1685	0.3447	1.1685	1.0810
0.3786	9.5758	632	1.2487	0.3277	1.2487	1.1175
0.3786	9.6061	634	1.2947	0.3377	1.2947	1.1378
0.3786	9.6364	636	1.3262	0.2923	1.3262	1.1516
0.3786	9.6667	638	1.2953	0.3092	1.2953	1.1381
0.3786	9.6970	640	1.2291	0.3071	1.2291	1.1086
0.3786	9.7273	642	1.2273	0.2707	1.2273	1.1078
0.3786	9.7576	644	1.2276	0.2570	1.2276	1.1080
0.3786	9.7879	646	1.1976	0.3207	1.1976	1.0944
0.3786	9.8182	648	1.1828	0.3447	1.1828	1.0876
0.3786	9.8485	650	1.2050	0.3316	1.2050	1.0977
0.3786	9.8788	652	1.1840	0.3316	1.1840	1.0881
0.3786	9.9091	654	1.1613	0.3316	1.1613	1.0776
0.3786	9.9394	656	1.2011	0.3316	1.2011	1.0959
0.3786	9.9697	658	1.1939	0.3316	1.1939	1.0927
0.3786	10.0	660	1.1371	0.3187	1.1371	1.0663
0.3786	10.0303	662	1.1204	0.3187	1.1204	1.0585
0.3786	10.0606	664	1.0922	0.3167	1.0922	1.0451
0.3786	10.0909	666	1.0648	0.2809	1.0648	1.0319
0.3786	10.1212	668	1.0764	0.2535	1.0764	1.0375
0.3786	10.1515	670	1.1168	0.3167	1.1168	1.0568
0.3786	10.1818	672	1.1214	0.3187	1.1214	1.0589
0.3786	10.2121	674	1.0834	0.3187	1.0834	1.0409
0.3786	10.2424	676	1.0775	0.3187	1.0775	1.0380
0.3786	10.2727	678	1.0943	0.3187	1.0943	1.0461
0.3786	10.3030	680	1.2063	0.2763	1.2062	1.0983
0.3786	10.3333	682	1.2778	0.3026	1.2778	1.1304
0.3786	10.3636	684	1.2519	0.2763	1.2519	1.1189
0.3786	10.3939	686	1.1755	0.3049	1.1755	1.0842
0.3786	10.4242	688	1.1022	0.2097	1.1022	1.0498
0.3786	10.4545	690	1.1057	0.2097	1.1057	1.0515
0.3786	10.4848	692	1.1500	0.2905	1.1500	1.0724
0.3786	10.5152	694	1.1955	0.2615	1.1955	1.0934
0.3786	10.5455	696	1.1667	0.2761	1.1667	1.0802
0.3786	10.5758	698	1.0994	0.2097	1.0994	1.0485
0.3786	10.6061	700	1.0950	0.2905	1.0950	1.0464
0.3786	10.6364	702	1.1629	0.2807	1.1629	1.0784
0.3786	10.6667	704	1.2363	0.3500	1.2363	1.1119
0.3786	10.6970	706	1.2589	0.3922	1.2589	1.1220
0.3786	10.7273	708	1.3693	0.3835	1.3693	1.1702
0.3786	10.7576	710	1.3810	0.3727	1.3810	1.1752
0.3786	10.7879	712	1.3545	0.3712	1.3545	1.1638
0.3786	10.8182	714	1.3039	0.3696	1.3039	1.1419
0.3786	10.8485	716	1.2140	0.3152	1.2140	1.1018
0.3786	10.8788	718	1.1416	0.3207	1.1416	1.0684
0.3786	10.9091	720	1.1019	0.2387	1.1019	1.0497
0.3786	10.9394	722	1.1166	0.2097	1.1166	1.0567
0.3786	10.9697	724	1.1890	0.2387	1.1890	1.0904
0.3786	11.0	726	1.2812	0.2884	1.2812	1.1319
0.3786	11.0303	728	1.3121	0.2087	1.3121	1.1455
0.3786	11.0606	730	1.3224	0.2087	1.3224	1.1500
0.3786	11.0909	732	1.2847	0.0541	1.2847	1.1334
0.3786	11.1212	734	1.2346	0.2238	1.2346	1.1111
0.3786	11.1515	736	1.2009	0.2373	1.2009	1.0959
0.3786	11.1818	738	1.1747	0.2884	1.1747	1.0838
0.3786	11.2121	740	1.1425	0.3026	1.1425	1.0689
0.3786	11.2424	742	1.1576	0.2707	1.1576	1.0759
0.3786	11.2727	744	1.1645	0.2789	1.1645	1.0791
0.3786	11.3030	746	1.1514	0.2763	1.1514	1.0731
0.3786	11.3333	748	1.1181	0.2586	1.1181	1.0574
0.3786	11.3636	750	1.1230	0.3026	1.1230	1.0597
0.3786	11.3939	752	1.1562	0.2884	1.1562	1.0753
0.3786	11.4242	754	1.1956	0.2884	1.1956	1.0934
0.3786	11.4545	756	1.2395	0.2479	1.2395	1.1133
0.3786	11.4848	758	1.2456	0.2445	1.2456	1.1161
0.3786	11.5152	760	1.2263	0.2884	1.2263	1.1074
0.3786	11.5455	762	1.2233	0.2884	1.2233	1.1060
0.3786	11.5758	764	1.2146	0.2884	1.2146	1.1021
0.3786	11.6061	766	1.1697	0.2761	1.1697	1.0815
0.3786	11.6364	768	1.1930	0.2761	1.1930	1.0923
0.3786	11.6667	770	1.2622	0.2479	1.2622	1.1235
0.3786	11.6970	772	1.2912	0.2763	1.2912	1.1363
0.3786	11.7273	774	1.2783	0.2152	1.2783	1.1306
0.3786	11.7576	776	1.2374	0.2504	1.2374	1.1124
0.3786	11.7879	778	1.2180	0.1935	1.2180	1.1036
0.3786	11.8182	780	1.1982	0.1379	1.1982	1.0946
0.3786	11.8485	782	1.1762	0.1944	1.1762	1.0845
0.3786	11.8788	784	1.1712	0.1944	1.1712	1.0822
0.3786	11.9091	786	1.1826	0.2761	1.1826	1.0875
0.3786	11.9394	788	1.2461	0.2617	1.2461	1.1163
0.3786	11.9697	790	1.4055	0.3302	1.4055	1.1855
0.3786	12.0	792	1.5460	0.3421	1.5460	1.2434
0.3786	12.0303	794	1.6173	0.3081	1.6173	1.2717
0.3786	12.0606	796	1.5947	0.3081	1.5947	1.2628
0.3786	12.0909	798	1.5304	0.3408	1.5304	1.2371
0.3786	12.1212	800	1.4712	0.2740	1.4712	1.2129
0.3786	12.1515	802	1.4082	0.2191	1.4082	1.1867
0.3786	12.1818	804	1.3355	0.2445	1.3355	1.1556
0.3786	12.2121	806	1.3167	0.2884	1.3167	1.1475
0.3786	12.2424	808	1.3176	0.2504	1.3176	1.1479
0.3786	12.2727	810	1.2751	0.2225	1.2751	1.1292
0.3786	12.3030	812	1.2354	0.1379	1.2354	1.1115
0.3786	12.3333	814	1.2116	0.1379	1.2116	1.1007
0.3786	12.3636	816	1.2059	0.2225	1.2059	1.0981
0.3786	12.3939	818	1.2134	0.2504	1.2134	1.1015
0.3786	12.4242	820	1.2269	0.2071	1.2269	1.1077
0.3786	12.4545	822	1.2651	0.2444	1.2651	1.1248
0.3786	12.4848	824	1.2526	0.2411	1.2526	1.1192
0.3786	12.5152	826	1.2329	0.2884	1.2329	1.1104
0.3786	12.5455	828	1.2315	0.2615	1.2315	1.1097
0.3786	12.5758	830	1.2518	0.2615	1.2518	1.1188
0.3786	12.6061	832	1.2607	0.2225	1.2607	1.1228
0.3786	12.6364	834	1.2709	0.2504	1.2709	1.1273
0.3786	12.6667	836	1.2487	0.2884	1.2487	1.1174
0.3786	12.6970	838	1.2617	0.2884	1.2617	1.1233
0.3786	12.7273	840	1.3143	0.2445	1.3143	1.1464
0.3786	12.7576	842	1.3778	0.2444	1.3778	1.1738
0.3786	12.7879	844	1.3922	0.2714	1.3922	1.1799
0.3786	12.8182	846	1.3333	0.2411	1.3333	1.1547
0.3786	12.8485	848	1.2745	0.2504	1.2745	1.1289
0.3786	12.8788	850	1.2651	0.2504	1.2651	1.1248
0.3786	12.9091	852	1.2834	0.2504	1.2834	1.1329
0.3786	12.9394	854	1.3255	0.2225	1.3255	1.1513
0.3786	12.9697	856	1.3335	0.1379	1.3335	1.1548
0.3786	13.0	858	1.3226	0.1379	1.3226	1.1500
0.3786	13.0303	860	1.3207	0.0798	1.3207	1.1492
0.3786	13.0606	862	1.3234	0.0798	1.3234	1.1504
0.3786	13.0909	864	1.3577	0.1379	1.3577	1.1652
0.3786	13.1212	866	1.3874	0.1379	1.3874	1.1779
0.3786	13.1515	868	1.3748	0.1983	1.3748	1.1725
0.3786	13.1818	870	1.3440	0.2504	1.3440	1.1593
0.3786	13.2121	872	1.3336	0.2537	1.3336	1.1548
0.3786	13.2424	874	1.3310	0.2736	1.3310	1.1537
0.3786	13.2727	876	1.3264	0.2895	1.3264	1.1517
0.3786	13.3030	878	1.3589	0.2763	1.3589	1.1657
0.3786	13.3333	880	1.4115	0.2444	1.4115	1.1881
0.3786	13.3636	882	1.3909	0.2411	1.3909	1.1794
0.3786	13.3939	884	1.3402	0.2152	1.3402	1.1577
0.3786	13.4242	886	1.2962	0.2028	1.2962	1.1385
0.3786	13.4545	888	1.2591	0.2028	1.2591	1.1221
0.3786	13.4848	890	1.2410	0.1439	1.2410	1.1140
0.3786	13.5152	892	1.2282	0.0798	1.2282	1.1082
0.3786	13.5455	894	1.2264	0.0798	1.2264	1.1074
0.3786	13.5758	896	1.2235	0.1379	1.2235	1.1061
0.3786	13.6061	898	1.2415	0.1840	1.2415	1.1142
0.3786	13.6364	900	1.2796	0.1604	1.2796	1.1312
0.3786	13.6667	902	1.3141	0.1980	1.3141	1.1463
0.3786	13.6970	904	1.2908	0.1980	1.2908	1.1361
0.3786	13.7273	906	1.2685	0.2122	1.2685	1.1263
0.3786	13.7576	908	1.2958	0.2252	1.2958	1.1383
0.3786	13.7879	910	1.3728	0.2377	1.3728	1.1717
0.3786	13.8182	912	1.4015	0.2411	1.4015	1.1839
0.3786	13.8485	914	1.3969	0.2476	1.3969	1.1819
0.3786	13.8788	916	1.3209	0.2377	1.3209	1.1493
0.3786	13.9091	918	1.2847	0.2537	1.2847	1.1334
0.3786	13.9394	920	1.2502	0.2537	1.2502	1.1181
0.3786	13.9697	922	1.2197	0.2238	1.2197	1.1044
0.3786	14.0	924	1.2010	0.2238	1.2010	1.0959
0.3786	14.0303	926	1.2342	0.2537	1.2342	1.1109
0.3786	14.0606	928	1.2921	0.2444	1.2921	1.1367
0.3786	14.0909	930	1.3537	0.2714	1.3537	1.1635
0.3786	14.1212	932	1.3689	0.2966	1.3689	1.1700
0.3786	14.1515	934	1.2965	0.2714	1.2965	1.1386
0.3786	14.1818	936	1.1955	0.2918	1.1955	1.0934
0.3786	14.2121	938	1.1378	0.2895	1.1378	1.0667
0.3786	14.2424	940	1.0812	0.3659	1.0812	1.0398
0.3786	14.2727	942	1.0750	0.3243	1.0750	1.0368
0.3786	14.3030	944	1.0916	0.2918	1.0916	1.0448
0.3786	14.3333	946	1.1284	0.2918	1.1284	1.0623
0.3786	14.3636	948	1.1664	0.3152	1.1664	1.0800
0.3786	14.3939	950	1.2043	0.3377	1.2043	1.0974
0.3786	14.4242	952	1.2203	0.3026	1.2203	1.1047
0.3786	14.4545	954	1.2507	0.3254	1.2507	1.1184
0.3786	14.4848	956	1.3262	0.2945	1.3262	1.1516
0.3786	14.5152	958	1.3225	0.3271	1.3225	1.1500
0.3786	14.5455	960	1.2691	0.3026	1.2691	1.1266
0.3786	14.5758	962	1.2621	0.2959	1.2621	1.1234
0.3786	14.6061	964	1.2712	0.2935	1.2712	1.1275
0.3786	14.6364	966	1.2225	0.2910	1.2225	1.1057
0.3786	14.6667	968	1.1777	0.1991	1.1777	1.0852
0.3786	14.6970	970	1.1378	0.1944	1.1378	1.0667
0.3786	14.7273	972	1.1182	0.1944	1.1182	1.0574
0.3786	14.7576	974	1.0806	0.2097	1.0806	1.0395
0.3786	14.7879	976	1.0511	0.2552	1.0511	1.0252
0.3786	14.8182	978	1.0653	0.2651	1.0653	1.0321
0.3786	14.8485	980	1.1270	0.3187	1.1270	1.0616
0.3786	14.8788	982	1.1813	0.3299	1.1813	1.0869
0.3786	14.9091	984	1.2229	0.2660	1.2229	1.1058
0.3786	14.9394	986	1.2291	0.2660	1.2291	1.1086
0.3786	14.9697	988	1.2076	0.2411	1.2076	1.0989
0.3786	15.0	990	1.1947	0.2935	1.1947	1.0930
0.3786	15.0303	992	1.1629	0.2678	1.1629	1.0784
0.3786	15.0606	994	1.1533	0.2678	1.1533	1.0739
0.3786	15.0909	996	1.1754	0.3299	1.1754	1.0841
0.3786	15.1212	998	1.2299	0.2935	1.2299	1.1090
0.0619	15.1515	1000	1.2842	0.3005	1.2842	1.1332
0.0619	15.1818	1002	1.3044	0.2763	1.3044	1.1421
0.0619	15.2121	1004	1.2854	0.3163	1.2854	1.1337
0.0619	15.2424	1006	1.2627	0.3299	1.2627	1.1237
0.0619	15.2727	1008	1.2504	0.2884	1.2504	1.1182
0.0619	15.3030	1010	1.2505	0.2910	1.2505	1.1183
0.0619	15.3333	1012	1.2373	0.2910	1.2373	1.1123
0.0619	15.3636	1014	1.2280	0.2373	1.2280	1.1082
0.0619	15.3939	1016	1.2191	0.2087	1.2191	1.1041

Framework versions

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