ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k11_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: 1.2784
• Qwk: 0.0541
• Mse: 1.2784
• Rmse: 1.1306

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	0.0357	2	4.4450	0.0010	4.4450	2.1083
No log	0.0714	4	2.7353	0.0	2.7353	1.6539
No log	0.1071	6	1.8584	0.0198	1.8584	1.3632
No log	0.1429	8	1.3630	-0.0074	1.3630	1.1675
No log	0.1786	10	1.2966	0.1370	1.2966	1.1387
No log	0.2143	12	1.2462	0.1009	1.2462	1.1163
No log	0.25	14	1.2593	0.0432	1.2593	1.1222
No log	0.2857	16	1.2609	0.0922	1.2609	1.1229
No log	0.3214	18	1.2415	0.1579	1.2415	1.1142
No log	0.3571	20	1.1999	0.1314	1.1999	1.0954
No log	0.3929	22	1.2102	0.0872	1.2102	1.1001
No log	0.4286	24	1.3135	0.0389	1.3135	1.1461
No log	0.4643	26	1.3930	0.0098	1.3930	1.1802
No log	0.5	28	1.3100	0.0	1.3100	1.1445
No log	0.5357	30	1.2832	0.1671	1.2832	1.1328
No log	0.5714	32	1.4267	-0.0147	1.4267	1.1945
No log	0.6071	34	1.4376	-0.0147	1.4376	1.1990
No log	0.6429	36	1.3158	0.1470	1.3158	1.1471
No log	0.6786	38	1.3517	0.0909	1.3517	1.1626
No log	0.7143	40	1.4660	0.0469	1.4660	1.2108
No log	0.75	42	1.8332	-0.0044	1.8332	1.3540
No log	0.7857	44	1.9072	0.0097	1.9072	1.3810
No log	0.8214	46	1.6373	0.0548	1.6373	1.2796
No log	0.8571	48	1.4572	0.0531	1.4572	1.2071
No log	0.8929	50	1.4510	0.1302	1.4510	1.2046
No log	0.9286	52	1.4537	0.1245	1.4537	1.2057
No log	0.9643	54	1.6791	0.0679	1.6791	1.2958
No log	1.0	56	1.7651	0.0091	1.7651	1.3286
No log	1.0357	58	1.5289	0.2092	1.5289	1.2365
No log	1.0714	60	1.2373	0.2318	1.2373	1.1124
No log	1.1071	62	1.2096	0.2056	1.2096	1.0998
No log	1.1429	64	1.2315	0.2783	1.2315	1.1097
No log	1.1786	66	1.3402	0.3068	1.3402	1.1577
No log	1.2143	68	1.5468	0.1426	1.5468	1.2437
No log	1.25	70	1.6715	0.1106	1.6715	1.2929
No log	1.2857	72	1.9330	0.1941	1.9330	1.3903
No log	1.3214	74	1.7844	0.2051	1.7844	1.3358
No log	1.3571	76	1.3218	0.1535	1.3218	1.1497
No log	1.3929	78	1.1146	0.2505	1.1146	1.0557
No log	1.4286	80	1.2052	0.2098	1.2052	1.0978
No log	1.4643	82	1.1314	0.2735	1.1314	1.0637
No log	1.5	84	1.1138	0.2503	1.1138	1.0554
No log	1.5357	86	1.5396	0.1087	1.5396	1.2408
No log	1.5714	88	1.8257	0.0192	1.8257	1.3512
No log	1.6071	90	1.7356	0.0489	1.7356	1.3174
No log	1.6429	92	1.4024	0.1071	1.4024	1.1842
No log	1.6786	94	1.1950	0.2154	1.1950	1.0931
No log	1.7143	96	1.2064	0.2397	1.2064	1.0984
No log	1.75	98	1.4357	0.2051	1.4357	1.1982
No log	1.7857	100	1.7664	0.1433	1.7664	1.3291
No log	1.8214	102	1.7116	0.1627	1.7116	1.3083
No log	1.8571	104	1.6145	0.1305	1.6145	1.2706
No log	1.8929	106	1.8104	0.0582	1.8104	1.3455
No log	1.9286	108	2.0844	0.0109	2.0844	1.4437
No log	1.9643	110	2.1582	0.0174	2.1582	1.4691
No log	2.0	112	1.9937	0.0060	1.9937	1.4120
No log	2.0357	114	2.0944	0.0385	2.0944	1.4472
No log	2.0714	116	2.0947	0.1064	2.0947	1.4473
No log	2.1071	118	1.5802	0.1848	1.5802	1.2570
No log	2.1429	120	1.2173	0.3292	1.2173	1.1033
No log	2.1786	122	1.2829	0.3402	1.2829	1.1326
No log	2.2143	124	1.3997	0.2555	1.3997	1.1831
No log	2.25	126	1.6843	0.2991	1.6843	1.2978
No log	2.2857	128	1.7030	0.2710	1.7030	1.3050
No log	2.3214	130	1.3895	0.2932	1.3895	1.1788
No log	2.3571	132	1.2893	0.3217	1.2893	1.1355
No log	2.3929	134	1.4930	0.3381	1.4930	1.2219
No log	2.4286	136	1.4632	0.3166	1.4632	1.2096
No log	2.4643	138	1.2711	0.2885	1.2711	1.1275
No log	2.5	140	1.4131	0.2868	1.4131	1.1887
No log	2.5357	142	1.6353	0.2597	1.6353	1.2788
No log	2.5714	144	1.7431	0.1567	1.7431	1.3202
No log	2.6071	146	1.5093	0.2701	1.5093	1.2285
No log	2.6429	148	1.2385	0.2586	1.2385	1.1129
No log	2.6786	150	1.1650	0.2176	1.1650	1.0793
No log	2.7143	152	1.1821	0.2165	1.1821	1.0873
No log	2.75	154	1.4577	0.2448	1.4577	1.2074
No log	2.7857	156	1.7474	0.2590	1.7474	1.3219
No log	2.8214	158	1.7043	0.2857	1.7043	1.3055
No log	2.8571	160	1.3839	0.2250	1.3839	1.1764
No log	2.8929	162	1.2391	0.3317	1.2391	1.1132
No log	2.9286	164	1.3171	0.3227	1.3171	1.1477
No log	2.9643	166	1.3971	0.2698	1.3971	1.1820
No log	3.0	168	1.4446	0.3064	1.4446	1.2019
No log	3.0357	170	1.5741	0.2915	1.5741	1.2546
No log	3.0714	172	1.5351	0.3254	1.5351	1.2390
No log	3.1071	174	1.3322	0.2938	1.3322	1.1542
No log	3.1429	176	1.2782	0.2693	1.2782	1.1306
No log	3.1786	178	1.4567	0.3309	1.4567	1.2069
No log	3.2143	180	1.4631	0.3259	1.4631	1.2096
No log	3.25	182	1.3584	0.3227	1.3584	1.1655
No log	3.2857	184	1.4763	0.3064	1.4763	1.2150
No log	3.3214	186	1.6592	0.2754	1.6592	1.2881
No log	3.3571	188	1.5320	0.3064	1.5320	1.2377
No log	3.3929	190	1.3405	0.2664	1.3405	1.1578
No log	3.4286	192	1.3705	0.2664	1.3705	1.1707
No log	3.4643	194	1.5175	0.3293	1.5175	1.2319
No log	3.5	196	1.6616	0.1995	1.6616	1.2890
No log	3.5357	198	1.5683	0.2751	1.5683	1.2523
No log	3.5714	200	1.3320	0.2826	1.3320	1.1541
No log	3.6071	202	1.3365	0.2721	1.3365	1.1561
No log	3.6429	204	1.3034	0.2826	1.3034	1.1416
No log	3.6786	206	1.2092	0.2515	1.2092	1.0996
No log	3.7143	208	1.2025	0.2668	1.2025	1.0966
No log	3.75	210	1.3601	0.2693	1.3601	1.1663
No log	3.7857	212	1.4883	0.2604	1.4883	1.2200
No log	3.8214	214	1.3587	0.2122	1.3587	1.1656
No log	3.8571	216	1.2127	0.2000	1.2127	1.1012
No log	3.8929	218	1.1814	0.2304	1.1814	1.0869
No log	3.9286	220	1.2182	0.2152	1.2182	1.1037
No log	3.9643	222	1.3217	0.1692	1.3217	1.1496
No log	4.0	224	1.4140	0.1748	1.4140	1.1891
No log	4.0357	226	1.3274	0.1850	1.3274	1.1521
No log	4.0714	228	1.2090	0.2207	1.2090	1.0995
No log	4.1071	230	1.1871	0.2207	1.1871	1.0895
No log	4.1429	232	1.1347	0.2380	1.1347	1.0652
No log	4.1786	234	1.1601	0.2357	1.1601	1.0771
No log	4.2143	236	1.3760	0.2173	1.3760	1.1730
No log	4.25	238	1.5622	0.2252	1.5622	1.2499
No log	4.2857	240	1.6213	0.2251	1.6213	1.2733
No log	4.3214	242	1.4619	0.2781	1.4619	1.2091
No log	4.3571	244	1.1730	0.2727	1.1730	1.0831
No log	4.3929	246	1.1118	0.1912	1.1118	1.0544
No log	4.4286	248	1.1129	0.2199	1.1129	1.0550
No log	4.4643	250	1.1736	0.3086	1.1736	1.0833
No log	4.5	252	1.5383	0.3304	1.5383	1.2403
No log	4.5357	254	1.6713	0.2770	1.6713	1.2928
No log	4.5714	256	1.4879	0.3490	1.4879	1.2198
No log	4.6071	258	1.1922	0.2330	1.1922	1.0919
No log	4.6429	260	1.1175	0.2207	1.1175	1.0571
No log	4.6786	262	1.1563	0.1696	1.1563	1.0753
No log	4.7143	264	1.3271	0.1795	1.3271	1.1520
No log	4.75	266	1.4285	0.2037	1.4285	1.1952
No log	4.7857	268	1.3416	0.2633	1.3416	1.1583
No log	4.8214	270	1.2305	0.1696	1.2305	1.1093
No log	4.8571	272	1.1973	0.2250	1.1973	1.0942
No log	4.8929	274	1.1855	0.2250	1.1855	1.0888
No log	4.9286	276	1.3780	0.3467	1.3780	1.1739
No log	4.9643	278	1.8255	0.1850	1.8255	1.3511
No log	5.0	280	2.0578	0.1431	2.0578	1.4345
No log	5.0357	282	1.9220	0.1282	1.9220	1.3864
No log	5.0714	284	1.6661	0.1882	1.6661	1.2908
No log	5.1071	286	1.4805	0.2619	1.4805	1.2168
No log	5.1429	288	1.2106	0.2570	1.2106	1.1003
No log	5.1786	290	1.1354	0.2535	1.1354	1.0656
No log	5.2143	292	1.1843	0.2046	1.1843	1.0882
No log	5.25	294	1.3516	0.2754	1.3516	1.1626
No log	5.2857	296	1.3320	0.2754	1.3320	1.1541
No log	5.3214	298	1.1718	0.2864	1.1718	1.0825
No log	5.3571	300	1.0719	0.2801	1.0719	1.0353
No log	5.3929	302	1.0792	0.3217	1.0792	1.0389
No log	5.4286	304	1.2826	0.3827	1.2826	1.1325
No log	5.4643	306	1.7666	0.2185	1.7666	1.3291
No log	5.5	308	1.9509	0.1606	1.9509	1.3968
No log	5.5357	310	1.7730	0.2379	1.7730	1.3315
No log	5.5714	312	1.3498	0.3845	1.3498	1.1618
No log	5.6071	314	1.0507	0.3505	1.0507	1.0250
No log	5.6429	316	1.0309	0.2754	1.0309	1.0153
No log	5.6786	318	1.1001	0.2669	1.1001	1.0488
No log	5.7143	320	1.3133	0.2278	1.3133	1.1460
No log	5.75	322	1.6635	0.2217	1.6635	1.2898
No log	5.7857	324	1.7800	0.1373	1.7800	1.3342
No log	5.8214	326	1.7236	0.1436	1.7236	1.3129
No log	5.8571	328	1.5158	0.1135	1.5158	1.2312
No log	5.8929	330	1.3566	0.2141	1.3566	1.1647
No log	5.9286	332	1.2420	0.1795	1.2420	1.1144
No log	5.9643	334	1.2518	0.1795	1.2518	1.1188
No log	6.0	336	1.3433	0.2141	1.3433	1.1590
No log	6.0357	338	1.4162	0.2317	1.4162	1.1900
No log	6.0714	340	1.4459	0.2317	1.4459	1.2025
No log	6.1071	342	1.4720	0.1935	1.4720	1.2133
No log	6.1429	344	1.4300	0.1979	1.4300	1.1958
No log	6.1786	346	1.3090	0.2725	1.3090	1.1441
No log	6.2143	348	1.2834	0.2980	1.2834	1.1329
No log	6.25	350	1.3901	0.3205	1.3901	1.1790
No log	6.2857	352	1.4420	0.3205	1.4420	1.2008
No log	6.3214	354	1.4344	0.2985	1.4344	1.1977
No log	6.3571	356	1.3972	0.2239	1.3972	1.1820
No log	6.3929	358	1.4694	0.1708	1.4694	1.2122
No log	6.4286	360	1.5090	0.1748	1.5090	1.2284
No log	6.4643	362	1.4607	0.0778	1.4607	1.2086
No log	6.5	364	1.3571	0.1637	1.3571	1.1649
No log	6.5357	366	1.2735	0.1795	1.2735	1.1285
No log	6.5714	368	1.2671	0.1795	1.2671	1.1256
No log	6.6071	370	1.3413	0.2141	1.3413	1.1581
No log	6.6429	372	1.5585	0.2485	1.5585	1.2484
No log	6.6786	374	1.6388	0.2514	1.6388	1.2802
No log	6.7143	376	1.5463	0.2659	1.5463	1.2435
No log	6.75	378	1.3719	0.2931	1.3719	1.1713
No log	6.7857	380	1.1521	0.1795	1.1521	1.0734
No log	6.8214	382	1.0189	0.1564	1.0189	1.0094
No log	6.8571	384	1.0090	0.1838	1.0090	1.0045
No log	6.8929	386	1.0589	0.1857	1.0589	1.0290
No log	6.9286	388	1.3021	0.3688	1.3021	1.1411
No log	6.9643	390	1.5145	0.2908	1.5145	1.2306
No log	7.0	392	1.5935	0.2950	1.5935	1.2624
No log	7.0357	394	1.5598	0.2514	1.5598	1.2489
No log	7.0714	396	1.4144	0.2736	1.4144	1.1893
No log	7.1071	398	1.1696	0.2046	1.1696	1.0815
No log	7.1429	400	1.0721	0.1857	1.0721	1.0354
No log	7.1786	402	1.0848	0.1857	1.0848	1.0415
No log	7.2143	404	1.1557	0.2046	1.1557	1.0750
No log	7.25	406	1.2146	0.2046	1.2146	1.1021
No log	7.2857	408	1.3358	0.2317	1.3358	1.1558
No log	7.3214	410	1.4038	0.2617	1.4038	1.1848
No log	7.3571	412	1.3221	0.2647	1.3221	1.1498
No log	7.3929	414	1.2138	0.2664	1.2138	1.1017
No log	7.4286	416	1.1706	0.2634	1.1706	1.0820
No log	7.4643	418	1.2228	0.2664	1.2228	1.1058
No log	7.5	420	1.3935	0.3188	1.3935	1.1804
No log	7.5357	422	1.5745	0.3132	1.5745	1.2548
No log	7.5714	424	1.4961	0.2852	1.4961	1.2231
No log	7.6071	426	1.3259	0.3113	1.3259	1.1515
No log	7.6429	428	1.2338	0.2696	1.2338	1.1107
No log	7.6786	430	1.2871	0.2317	1.2871	1.1345
No log	7.7143	432	1.3597	0.2354	1.3597	1.1661
No log	7.75	434	1.3775	0.2354	1.3775	1.1737
No log	7.7857	436	1.3040	0.2317	1.3040	1.1419
No log	7.8214	438	1.2567	0.2141	1.2567	1.1210
No log	7.8571	440	1.2802	0.2696	1.2802	1.1315
No log	7.8929	442	1.3375	0.2275	1.3375	1.1565
No log	7.9286	444	1.3652	0.2275	1.3652	1.1684
No log	7.9643	446	1.3600	0.2239	1.3600	1.1662
No log	8.0	448	1.3529	0.2696	1.3529	1.1631
No log	8.0357	450	1.3750	0.2424	1.3750	1.1726
No log	8.0714	452	1.3642	0.3348	1.3642	1.1680
No log	8.1071	454	1.3788	0.2659	1.3788	1.1742
No log	8.1429	456	1.3406	0.3377	1.3406	1.1578
No log	8.1786	458	1.2855	0.3688	1.2855	1.1338
No log	8.2143	460	1.2247	0.3688	1.2247	1.1067
No log	8.25	462	1.2631	0.3512	1.2631	1.1239
No log	8.2857	464	1.4821	0.3532	1.4821	1.2174
No log	8.3214	466	1.6722	0.2943	1.6722	1.2931
No log	8.3571	468	1.6075	0.3331	1.6075	1.2679
No log	8.3929	470	1.5671	0.3105	1.5671	1.2518
No log	8.4286	472	1.3821	0.2424	1.3821	1.1756
No log	8.4643	474	1.3091	0.2238	1.3091	1.1442
No log	8.5	476	1.3726	0.1844	1.3726	1.1716
No log	8.5357	478	1.4140	0.1698	1.4140	1.1891
No log	8.5714	480	1.4673	0.2181	1.4673	1.2113
No log	8.6071	482	1.4264	0.2309	1.4264	1.1943
No log	8.6429	484	1.3151	0.2163	1.3151	1.1468
No log	8.6786	486	1.2749	0.2238	1.2749	1.1291
No log	8.7143	488	1.2831	0.1692	1.2831	1.1327
No log	8.75	490	1.3428	0.2586	1.3428	1.1588
No log	8.7857	492	1.3758	0.2278	1.3758	1.1729
No log	8.8214	494	1.3846	0.2278	1.3846	1.1767
No log	8.8571	496	1.3484	0.1692	1.3484	1.1612
No log	8.8929	498	1.3310	0.1053	1.3310	1.1537
0.3372	8.9286	500	1.3036	0.1053	1.3036	1.1417
0.3372	8.9643	502	1.2356	0.1479	1.2356	1.1116
0.3372	9.0	504	1.1484	0.1379	1.1484	1.0716
0.3372	9.0357	506	1.1272	0.2108	1.1272	1.0617
0.3372	9.0714	508	1.1980	0.2633	1.1980	1.0945
0.3372	9.1071	510	1.2845	0.2725	1.2845	1.1334
0.3372	9.1429	512	1.2277	0.2905	1.2277	1.1080
0.3372	9.1786	514	1.2202	0.2905	1.2202	1.1046
0.3372	9.2143	516	1.2243	0.2931	1.2243	1.1065
0.3372	9.25	518	1.3361	0.2275	1.3361	1.1559
0.3372	9.2857	520	1.3912	0.2520	1.3912	1.1795
0.3372	9.3214	522	1.3088	0.2790	1.3088	1.1440
0.3372	9.3571	524	1.1940	0.1795	1.1940	1.0927
0.3372	9.3929	526	1.1193	0.1479	1.1193	1.0580
0.3372	9.4286	528	1.1394	0.1795	1.1394	1.0674
0.3372	9.4643	530	1.1576	0.2905	1.1576	1.0759
0.3372	9.5	532	1.2702	0.3697	1.2702	1.1270
0.3372	9.5357	534	1.2745	0.3706	1.2745	1.1289
0.3372	9.5714	536	1.1925	0.2931	1.1925	1.0920
0.3372	9.6071	538	1.1172	0.2633	1.1172	1.0570
0.3372	9.6429	540	1.1178	0.2633	1.1178	1.0572
0.3372	9.6786	542	1.1520	0.2931	1.1520	1.0733
0.3372	9.7143	544	1.2825	0.2870	1.2825	1.1325
0.3372	9.75	546	1.3967	0.2757	1.3967	1.1818
0.3372	9.7857	548	1.4597	0.2886	1.4597	1.2082
0.3372	9.8214	550	1.4365	0.2985	1.4365	1.1986
0.3372	9.8571	552	1.3582	0.2757	1.3582	1.1654
0.3372	9.8929	554	1.2364	0.2239	1.2364	1.1119
0.3372	9.9286	556	1.2215	0.2941	1.2215	1.1052
0.3372	9.9643	558	1.2793	0.2757	1.2793	1.1311
0.3372	10.0	560	1.4201	0.2659	1.4201	1.1917
0.3372	10.0357	562	1.5756	0.3140	1.5756	1.2552
0.3372	10.0714	564	1.5978	0.2950	1.5978	1.2640
0.3372	10.1071	566	1.4344	0.2863	1.4344	1.1977
0.3372	10.1429	568	1.1744	0.2725	1.1744	1.0837
0.3372	10.1786	570	1.0602	0.2665	1.0602	1.0297
0.3372	10.2143	572	1.0389	0.2809	1.0389	1.0192
0.3372	10.25	574	1.1108	0.2665	1.1108	1.0539
0.3372	10.2857	576	1.2323	0.2553	1.2323	1.1101
0.3372	10.3214	578	1.3224	0.3220	1.3224	1.1500
0.3372	10.3571	580	1.3372	0.3220	1.3372	1.1564
0.3372	10.3929	582	1.2670	0.3316	1.2670	1.1256
0.3372	10.4286	584	1.1548	0.2931	1.1548	1.0746
0.3372	10.4643	586	1.1145	0.2931	1.1145	1.0557
0.3372	10.5	588	1.1641	0.2956	1.1641	1.0789
0.3372	10.5357	590	1.3119	0.3500	1.3119	1.1454
0.3372	10.5714	592	1.4350	0.3188	1.4350	1.1979
0.3372	10.6071	594	1.5183	0.3086	1.5183	1.2322
0.3372	10.6429	596	1.5014	0.1886	1.5014	1.2253
0.3372	10.6786	598	1.3755	0.1283	1.3755	1.1728
0.3372	10.7143	600	1.2502	0.1795	1.2502	1.1181
0.3372	10.75	602	1.1958	0.1795	1.1958	1.0935
0.3372	10.7857	604	1.1983	0.1846	1.1983	1.0947
0.3372	10.8214	606	1.2346	0.2956	1.2346	1.1111
0.3372	10.8571	608	1.3594	0.3324	1.3594	1.1660
0.3372	10.8929	610	1.4782	0.3455	1.4782	1.2158
0.3372	10.9286	612	1.6228	0.3383	1.6228	1.2739
0.3372	10.9643	614	1.5573	0.3345	1.5573	1.2479
0.3372	11.0	616	1.3948	0.3444	1.3948	1.1810
0.3372	11.0357	618	1.2396	0.3316	1.2396	1.1134
0.3372	11.0714	620	1.1507	0.3418	1.1507	1.0727
0.3372	11.1071	622	1.2095	0.3669	1.2095	1.0998
0.3372	11.1429	624	1.2340	0.3243	1.2340	1.1108
0.3372	11.1786	626	1.2829	0.3475	1.2829	1.1327
0.3372	11.2143	628	1.4152	0.3026	1.4152	1.1896
0.3372	11.25	630	1.5483	0.3444	1.5483	1.2443
0.3372	11.2857	632	1.7386	0.1847	1.7386	1.3186
0.3372	11.3214	634	1.7772	0.1753	1.7772	1.3331
0.3372	11.3571	636	1.7363	0.1524	1.7363	1.3177
0.3372	11.3929	638	1.6245	0.1683	1.6245	1.2746
0.3372	11.4286	640	1.4559	0.1554	1.4559	1.2066
0.3372	11.4643	642	1.3605	0.2348	1.3605	1.1664
0.3372	11.5	644	1.3117	0.2348	1.3117	1.1453
0.3372	11.5357	646	1.3375	0.2184	1.3375	1.1565
0.3372	11.5714	648	1.4087	0.3243	1.4087	1.1869
0.3372	11.6071	650	1.3855	0.3715	1.3855	1.1771
0.3372	11.6429	652	1.3881	0.3715	1.3881	1.1782
0.3372	11.6786	654	1.3288	0.3715	1.3288	1.1527
0.3372	11.7143	656	1.3018	0.3913	1.3018	1.1410
0.3372	11.75	658	1.2868	0.3913	1.2868	1.1344
0.3372	11.7857	660	1.1877	0.3418	1.1877	1.0898
0.3372	11.8214	662	1.1356	0.3025	1.1356	1.0657
0.3372	11.8571	664	1.0856	0.1902	1.0856	1.0419
0.3372	11.8929	666	1.0803	0.1902	1.0803	1.0394
0.3372	11.9286	668	1.1528	0.275	1.1528	1.0737
0.3372	11.9643	670	1.2994	0.3421	1.2994	1.1399
0.3372	12.0	672	1.4538	0.3220	1.4538	1.2057
0.3372	12.0357	674	1.4751	0.3202	1.4751	1.2145
0.3372	12.0714	676	1.3694	0.1789	1.3694	1.1702
0.3372	12.1071	678	1.2353	0.0541	1.2353	1.1114
0.3372	12.1429	680	1.1944	0.0711	1.1944	1.0929
0.3372	12.1786	682	1.2133	0.0711	1.2133	1.1015
0.3372	12.2143	684	1.2749	0.1789	1.2749	1.1291
0.3372	12.25	686	1.4023	0.3238	1.4023	1.1842
0.3372	12.2857	688	1.4723	0.3105	1.4723	1.2134
0.3372	12.3214	690	1.4944	0.3123	1.4944	1.2225
0.3372	12.3571	692	1.4019	0.3462	1.4019	1.1840
0.3372	12.3929	694	1.2648	0.3435	1.2648	1.1247
0.3372	12.4286	696	1.2661	0.3435	1.2661	1.1252
0.3372	12.4643	698	1.3411	0.3449	1.3411	1.1581
0.3372	12.5	700	1.5275	0.2950	1.5275	1.2359
0.3372	12.5357	702	1.6083	0.2950	1.6083	1.2682
0.3372	12.5714	704	1.5473	0.2950	1.5473	1.2439
0.3372	12.6071	706	1.3943	0.3377	1.3943	1.1808
0.3372	12.6429	708	1.2976	0.3363	1.2976	1.1391
0.3372	12.6786	710	1.2005	0.3800	1.2005	1.0957
0.3372	12.7143	712	1.2249	0.3800	1.2249	1.1067
0.3372	12.75	714	1.2812	0.3908	1.2812	1.1319
0.3372	12.7857	716	1.4423	0.3254	1.4423	1.2009
0.3372	12.8214	718	1.5035	0.3271	1.5035	1.2262
0.3372	12.8571	720	1.4928	0.3271	1.4928	1.2218
0.3372	12.8929	722	1.3975	0.3271	1.3975	1.1822
0.3372	12.9286	724	1.2515	0.3897	1.2515	1.1187
0.3372	12.9643	726	1.1571	0.2931	1.1571	1.0757
0.3372	13.0	728	1.1693	0.2905	1.1693	1.0813
0.3372	13.0357	730	1.2647	0.2884	1.2647	1.1246
0.3372	13.0714	732	1.3074	0.2087	1.3074	1.1434
0.3372	13.1071	734	1.3328	0.2373	1.3328	1.1545
0.3372	13.1429	736	1.3117	0.1789	1.3117	1.1453
0.3372	13.1786	738	1.2560	0.1789	1.2560	1.1207
0.3372	13.2143	740	1.2819	0.1789	1.2819	1.1322
0.3372	13.25	742	1.3011	0.2087	1.3011	1.1407
0.3372	13.2857	744	1.3096	0.1789	1.3096	1.1444
0.3372	13.3214	746	1.3616	0.1592	1.3616	1.1669
0.3372	13.3571	748	1.3401	0.1789	1.3401	1.1576
0.3372	13.3929	750	1.2719	0.0887	1.2719	1.1278
0.3372	13.4286	752	1.1748	0.1053	1.1748	1.0839
0.3372	13.4643	754	1.1330	0.1053	1.1330	1.0644
0.3372	13.5	756	1.1240	0.1053	1.1240	1.0602
0.3372	13.5357	758	1.2125	0.2238	1.2125	1.1011
0.3372	13.5714	760	1.3385	0.3005	1.3385	1.1570
0.3372	13.6071	762	1.4281	0.3254	1.4281	1.1950
0.3372	13.6429	764	1.4311	0.2982	1.4311	1.1963
0.3372	13.6786	766	1.4359	0.2736	1.4359	1.1983
0.3372	13.7143	768	1.4206	0.2617	1.4206	1.1919
0.3372	13.75	770	1.4854	0.3005	1.4854	1.2188
0.3372	13.7857	772	1.4639	0.3026	1.4639	1.2099
0.3372	13.8214	774	1.4661	0.2763	1.4661	1.2108
0.3372	13.8571	776	1.4197	0.2789	1.4197	1.1915
0.3372	13.8929	778	1.4277	0.3026	1.4277	1.1949
0.3372	13.9286	780	1.4420	0.3026	1.4420	1.2008
0.3372	13.9643	782	1.3556	0.2213	1.3556	1.1643
0.3372	14.0	784	1.2473	0.1536	1.2473	1.1168
0.3372	14.0357	786	1.1928	0.1479	1.1928	1.0921
0.3372	14.0714	788	1.2213	0.0887	1.2213	1.1051
0.3372	14.1071	790	1.2285	0.0887	1.2285	1.1084
0.3372	14.1429	792	1.2660	0.1536	1.2660	1.1252
0.3372	14.1786	794	1.3026	0.2213	1.3026	1.1413
0.3372	14.2143	796	1.3456	0.3220	1.3456	1.1600
0.3372	14.25	798	1.3790	0.3220	1.3790	1.1743
0.3372	14.2857	800	1.3413	0.2935	1.3413	1.1582
0.3372	14.3214	802	1.3112	0.2410	1.3112	1.1451
0.3372	14.3571	804	1.3161	0.2410	1.3161	1.1472
0.3372	14.3929	806	1.2972	0.2445	1.2972	1.1390
0.3372	14.4286	808	1.3012	0.2445	1.3012	1.1407
0.3372	14.4643	810	1.3279	0.2935	1.3279	1.1524
0.3372	14.5	812	1.3179	0.2935	1.3179	1.1480
0.3372	14.5357	814	1.3384	0.2959	1.3384	1.1569
0.3372	14.5714	816	1.3345	0.2910	1.3345	1.1552
0.3372	14.6071	818	1.3417	0.1219	1.3417	1.1583
0.3372	14.6429	820	1.3212	0.0887	1.3212	1.1495
0.3372	14.6786	822	1.2838	0.0541	1.2838	1.1330
0.3372	14.7143	824	1.2781	0.0541	1.2781	1.1305
0.3372	14.75	826	1.2582	0.0541	1.2582	1.1217
0.3372	14.7857	828	1.2784	0.0541	1.2784	1.1306

Framework versions

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