ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_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: 1.2956
• Qwk: 0.5
• Mse: 1.2956
• Rmse: 1.1382

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	0.0690	2	6.9898	0.0057	6.9898	2.6438
No log	0.1379	4	4.6244	0.0905	4.6244	2.1504
No log	0.2069	6	4.2857	-0.0588	4.2857	2.0702
No log	0.2759	8	3.1677	0.0124	3.1677	1.7798
No log	0.3448	10	2.2610	0.1805	2.2610	1.5037
No log	0.4138	12	2.2398	0.0571	2.2398	1.4966
No log	0.4828	14	2.6185	-0.0132	2.6185	1.6182
No log	0.5517	16	2.6140	-0.0405	2.6140	1.6168
No log	0.6207	18	2.2516	0.0730	2.2516	1.5005
No log	0.6897	20	1.8279	0.2906	1.8279	1.3520
No log	0.7586	22	1.8647	0.1579	1.8647	1.3655
No log	0.8276	24	1.9015	0.0893	1.9015	1.3789
No log	0.8966	26	1.9814	0.1167	1.9814	1.4076
No log	0.9655	28	1.8391	0.2810	1.8391	1.3561
No log	1.0345	30	1.6866	0.3158	1.6866	1.2987
No log	1.1034	32	1.7150	0.3306	1.7150	1.3096
No log	1.1724	34	2.0000	0.1805	2.0000	1.4142
No log	1.2414	36	2.1333	0.1752	2.1333	1.4606
No log	1.3103	38	1.8665	0.3077	1.8665	1.3662
No log	1.3793	40	1.5139	0.3333	1.5139	1.2304
No log	1.4483	42	1.3490	0.2982	1.3490	1.1615
No log	1.5172	44	1.4749	0.3091	1.4749	1.2145
No log	1.5862	46	1.5178	0.2407	1.5178	1.2320
No log	1.6552	48	1.2466	0.4500	1.2466	1.1165
No log	1.7241	50	1.2838	0.4480	1.2838	1.1331
No log	1.7931	52	1.2581	0.4844	1.2581	1.1217
No log	1.8621	54	1.2724	0.4262	1.2724	1.1280
No log	1.9310	56	1.6841	0.2645	1.6841	1.2977
No log	2.0	58	3.0355	-0.1515	3.0355	1.7423
No log	2.0690	60	2.4918	-0.0328	2.4918	1.5785
No log	2.1379	62	1.3628	0.3333	1.3628	1.1674
No log	2.2069	64	1.1764	0.4590	1.1764	1.0846
No log	2.2759	66	1.3089	0.4320	1.3089	1.1441
No log	2.3448	68	1.2135	0.4677	1.2135	1.1016
No log	2.4138	70	1.1594	0.4167	1.1594	1.0767
No log	2.4828	72	1.1925	0.4034	1.1925	1.0920
No log	2.5517	74	1.1438	0.4194	1.1438	1.0695
No log	2.6207	76	1.0532	0.5344	1.0532	1.0262
No log	2.6897	78	0.9671	0.6029	0.9671	0.9834
No log	2.7586	80	0.8799	0.6716	0.8799	0.9381
No log	2.8276	82	1.2327	0.5692	1.2327	1.1103
No log	2.8966	84	1.5386	0.4173	1.5386	1.2404
No log	2.9655	86	1.3341	0.5191	1.3341	1.1550
No log	3.0345	88	1.0621	0.5846	1.0621	1.0306
No log	3.1034	90	1.0510	0.5271	1.0510	1.0252
No log	3.1724	92	1.0646	0.5496	1.0646	1.0318
No log	3.2414	94	1.0221	0.4677	1.0221	1.0110
No log	3.3103	96	1.1756	0.5203	1.1756	1.0843
No log	3.3793	98	1.4829	0.3826	1.4829	1.2177
No log	3.4483	100	1.4988	0.3684	1.4988	1.2243
No log	3.5172	102	1.3670	0.4483	1.3670	1.1692
No log	3.5862	104	1.0122	0.5714	1.0122	1.0061
No log	3.6552	106	0.9767	0.6165	0.9767	0.9883
No log	3.7241	108	0.9684	0.5736	0.9684	0.9841
No log	3.7931	110	1.0022	0.5528	1.0022	1.0011
No log	3.8621	112	1.0987	0.6202	1.0987	1.0482
No log	3.9310	114	1.2473	0.5538	1.2473	1.1168
No log	4.0	116	1.2469	0.5738	1.2469	1.1166
No log	4.0690	118	1.1479	0.4655	1.1479	1.0714
No log	4.1379	120	1.1896	0.4138	1.1896	1.0907
No log	4.2069	122	1.1858	0.4274	1.1858	1.0889
No log	4.2759	124	1.0764	0.4874	1.0764	1.0375
No log	4.3448	126	1.0831	0.5455	1.0831	1.0407
No log	4.4138	128	1.1457	0.5574	1.1457	1.0704
No log	4.4828	130	1.1633	0.5167	1.1633	1.0786
No log	4.5517	132	1.0810	0.5455	1.0810	1.0397
No log	4.6207	134	1.0462	0.5574	1.0462	1.0228
No log	4.6897	136	1.0791	0.5323	1.0791	1.0388
No log	4.7586	138	1.2436	0.5938	1.2436	1.1152
No log	4.8276	140	1.3938	0.4878	1.3938	1.1806
No log	4.8966	142	1.2727	0.5042	1.2727	1.1282
No log	4.9655	144	1.1411	0.3932	1.1411	1.0682
No log	5.0345	146	1.1416	0.4202	1.1416	1.0685
No log	5.1034	148	1.0902	0.4274	1.0902	1.0441
No log	5.1724	150	1.1304	0.4957	1.1304	1.0632
No log	5.2414	152	1.2732	0.5455	1.2732	1.1284
No log	5.3103	154	1.2523	0.5042	1.2523	1.1191
No log	5.3793	156	1.1967	0.4035	1.1967	1.0939
No log	5.4483	158	1.2655	0.3243	1.2655	1.1249
No log	5.5172	160	1.2735	0.3243	1.2735	1.1285
No log	5.5862	162	1.2310	0.4035	1.2310	1.1095
No log	5.6552	164	1.1281	0.5738	1.1281	1.0621
No log	5.7241	166	1.1506	0.5692	1.1506	1.0726
No log	5.7931	168	1.0410	0.6202	1.0410	1.0203
No log	5.8621	170	0.9214	0.6212	0.9214	0.9599
No log	5.9310	172	0.9327	0.6364	0.9327	0.9658
No log	6.0	174	1.0299	0.5891	1.0299	1.0148
No log	6.0690	176	1.1062	0.544	1.1062	1.0517
No log	6.1379	178	1.2434	0.5323	1.2434	1.1151
No log	6.2069	180	1.3339	0.4667	1.3339	1.1550
No log	6.2759	182	1.3160	0.4522	1.3160	1.1472
No log	6.3448	184	1.2825	0.4211	1.2825	1.1325
No log	6.4138	186	1.2120	0.4483	1.2120	1.1009
No log	6.4828	188	1.1525	0.4918	1.1525	1.0735
No log	6.5517	190	1.1109	0.5938	1.1109	1.0540
No log	6.6207	192	1.1090	0.6047	1.1090	1.0531
No log	6.6897	194	1.2164	0.5113	1.2164	1.1029
No log	6.7586	196	1.3585	0.4444	1.3585	1.1655
No log	6.8276	198	1.4056	0.4380	1.4056	1.1856
No log	6.8966	200	1.3158	0.4559	1.3158	1.1471
No log	6.9655	202	1.1282	0.5854	1.1282	1.0622
No log	7.0345	204	1.1286	0.4483	1.1286	1.0624
No log	7.1034	206	1.1721	0.4483	1.1721	1.0826
No log	7.1724	208	1.2584	0.5354	1.2584	1.1218
No log	7.2414	210	1.3919	0.4	1.3919	1.1798
No log	7.3103	212	1.3387	0.4328	1.3387	1.1570
No log	7.3793	214	1.2679	0.5224	1.2679	1.1260
No log	7.4483	216	1.1298	0.6047	1.1298	1.0629
No log	7.5172	218	1.0772	0.5366	1.0772	1.0379
No log	7.5862	220	1.0823	0.4959	1.0823	1.0404
No log	7.6552	222	1.1531	0.5574	1.1531	1.0738
No log	7.7241	224	1.2937	0.5691	1.2937	1.1374
No log	7.7931	226	1.2928	0.5042	1.2928	1.1370
No log	7.8621	228	1.2897	0.4957	1.2897	1.1356
No log	7.9310	230	1.2392	0.4615	1.2392	1.1132
No log	8.0	232	1.1114	0.5042	1.1114	1.0542
No log	8.0690	234	1.0452	0.5246	1.0452	1.0224
No log	8.1379	236	1.0226	0.6094	1.0226	1.0112
No log	8.2069	238	1.1664	0.5714	1.1664	1.0800
No log	8.2759	240	1.3390	0.4706	1.3390	1.1571
No log	8.3448	242	1.3470	0.4889	1.3470	1.1606
No log	8.4138	244	1.4179	0.4148	1.4179	1.1908
No log	8.4828	246	1.4195	0.4511	1.4195	1.1914
No log	8.5517	248	1.2894	0.4839	1.2894	1.1355
No log	8.6207	250	1.2118	0.5238	1.2118	1.1008
No log	8.6897	252	1.1905	0.5354	1.1905	1.0911
No log	8.7586	254	1.1809	0.5736	1.1809	1.0867
No log	8.8276	256	1.2271	0.5152	1.2271	1.1078
No log	8.8966	258	1.2604	0.4885	1.2604	1.1227
No log	8.9655	260	1.2241	0.5231	1.2241	1.1064
No log	9.0345	262	1.2138	0.5806	1.2138	1.1017
No log	9.1034	264	1.1805	0.5738	1.1805	1.0865
No log	9.1724	266	1.2178	0.5528	1.2178	1.1035
No log	9.2414	268	1.3178	0.5	1.3178	1.1480
No log	9.3103	270	1.3274	0.5	1.3274	1.1521
No log	9.3793	272	1.3810	0.5041	1.3810	1.1752
No log	9.4483	274	1.3980	0.5	1.3980	1.1824
No log	9.5172	276	1.3451	0.5041	1.3451	1.1598
No log	9.5862	278	1.2682	0.3826	1.2682	1.1261
No log	9.6552	280	1.2587	0.2909	1.2587	1.1219
No log	9.7241	282	1.2202	0.3717	1.2202	1.1046
No log	9.7931	284	1.2171	0.528	1.2171	1.1032
No log	9.8621	286	1.3824	0.4328	1.3824	1.1758
No log	9.9310	288	1.3875	0.4444	1.3875	1.1779
No log	10.0	290	1.3172	0.5077	1.3172	1.1477
No log	10.0690	292	1.2263	0.5079	1.2263	1.1074
No log	10.1379	294	1.1222	0.5455	1.1222	1.0593
No log	10.2069	296	1.0694	0.4959	1.0694	1.0341
No log	10.2759	298	1.0101	0.5645	1.0101	1.0051
No log	10.3448	300	1.0695	0.5649	1.0695	1.0342
No log	10.4138	302	1.1503	0.5191	1.1503	1.0725
No log	10.4828	304	1.0908	0.5385	1.0908	1.0444
No log	10.5517	306	1.0226	0.6047	1.0226	1.0112
No log	10.6207	308	1.0281	0.6154	1.0281	1.0139
No log	10.6897	310	1.0807	0.5781	1.0807	1.0396
No log	10.7586	312	1.1693	0.5385	1.1693	1.0814
No log	10.8276	314	1.2298	0.5077	1.2298	1.1090
No log	10.8966	316	1.1556	0.5354	1.1556	1.0750
No log	10.9655	318	1.1344	0.5691	1.1344	1.0651
No log	11.0345	320	1.1698	0.4874	1.1698	1.0816
No log	11.1034	322	1.2055	0.5167	1.2055	1.0979
No log	11.1724	324	1.2195	0.5484	1.2195	1.1043
No log	11.2414	326	1.1845	0.5581	1.1845	1.0883
No log	11.3103	328	1.1101	0.5649	1.1101	1.0536
No log	11.3793	330	1.1459	0.5538	1.1459	1.0705
No log	11.4483	332	1.1932	0.5344	1.1932	1.0923
No log	11.5172	334	1.2194	0.5077	1.2194	1.1043
No log	11.5862	336	1.2176	0.5397	1.2176	1.1034
No log	11.6552	338	1.2228	0.5366	1.2228	1.1058
No log	11.7241	340	1.2227	0.4444	1.2227	1.1058
No log	11.7931	342	1.1940	0.4746	1.1940	1.0927
No log	11.8621	344	1.1606	0.4174	1.1606	1.0773
No log	11.9310	346	1.1234	0.4444	1.1234	1.0599
No log	12.0	348	1.1180	0.5410	1.1180	1.0574
No log	12.0690	350	1.1933	0.5781	1.1933	1.0924
No log	12.1379	352	1.2284	0.5669	1.2284	1.1083
No log	12.2069	354	1.2340	0.5397	1.2340	1.1109
No log	12.2759	356	1.2182	0.5397	1.2182	1.1037
No log	12.3448	358	1.1626	0.5161	1.1626	1.0782
No log	12.4138	360	1.1382	0.5203	1.1382	1.0669
No log	12.4828	362	1.1915	0.4706	1.1915	1.0916
No log	12.5517	364	1.2028	0.4874	1.2028	1.0967
No log	12.6207	366	1.2512	0.5323	1.2512	1.1186
No log	12.6897	368	1.2431	0.5469	1.2431	1.1150
No log	12.7586	370	1.2544	0.5649	1.2544	1.1200
No log	12.8276	372	1.2014	0.5781	1.2014	1.0961
No log	12.8966	374	1.0867	0.6032	1.0867	1.0424
No log	12.9655	376	1.0479	0.5528	1.0479	1.0237
No log	13.0345	378	1.0928	0.5738	1.0928	1.0454
No log	13.1034	380	1.1911	0.5691	1.1911	1.0914
No log	13.1724	382	1.2308	0.4874	1.2308	1.1094
No log	13.2414	384	1.2327	0.5042	1.2327	1.1103
No log	13.3103	386	1.2313	0.5042	1.2313	1.1096
No log	13.3793	388	1.2581	0.4874	1.2581	1.1217
No log	13.4483	390	1.2691	0.5161	1.2691	1.1265
No log	13.5172	392	1.1782	0.5410	1.1782	1.0855
No log	13.5862	394	1.1441	0.4874	1.1441	1.0696
No log	13.6552	396	1.1681	0.4444	1.1681	1.0808
No log	13.7241	398	1.1766	0.4706	1.1766	1.0847
No log	13.7931	400	1.1795	0.4793	1.1795	1.0860
No log	13.8621	402	1.1707	0.5041	1.1707	1.0820
No log	13.9310	404	1.1544	0.5512	1.1544	1.0745
No log	14.0	406	1.1120	0.5781	1.1120	1.0545
No log	14.0690	408	1.1453	0.5781	1.1453	1.0702
No log	14.1379	410	1.1386	0.5714	1.1386	1.0670
No log	14.2069	412	1.1692	0.5246	1.1692	1.0813
No log	14.2759	414	1.2017	0.5354	1.2017	1.0962
No log	14.3448	416	1.2058	0.5271	1.2058	1.0981
No log	14.4138	418	1.1613	0.5538	1.1613	1.0776
No log	14.4828	420	1.1616	0.5538	1.1616	1.0778
No log	14.5517	422	1.1571	0.5455	1.1571	1.0757
No log	14.6207	424	1.1928	0.5077	1.1928	1.0922
No log	14.6897	426	1.2701	0.5077	1.2701	1.1270
No log	14.7586	428	1.2222	0.5271	1.2222	1.1055
No log	14.8276	430	1.1746	0.5203	1.1746	1.0838
No log	14.8966	432	1.1757	0.4706	1.1757	1.0843
No log	14.9655	434	1.2101	0.4576	1.2101	1.1001
No log	15.0345	436	1.2680	0.5167	1.2680	1.1261
No log	15.1034	438	1.3797	0.5156	1.3797	1.1746
No log	15.1724	440	1.5926	0.4	1.5926	1.2620
No log	15.2414	442	1.6607	0.3650	1.6607	1.2887
No log	15.3103	444	1.5156	0.4511	1.5156	1.2311
No log	15.3793	446	1.2867	0.4960	1.2867	1.1343
No log	15.4483	448	1.2099	0.4211	1.2099	1.1000
No log	15.5172	450	1.2292	0.2936	1.2292	1.1087
No log	15.5862	452	1.2152	0.3091	1.2152	1.1024
No log	15.6552	454	1.2282	0.4444	1.2282	1.1083
No log	15.7241	456	1.3625	0.528	1.3625	1.1673
No log	15.7931	458	1.5216	0.4427	1.5216	1.2335
No log	15.8621	460	1.5505	0.3731	1.5505	1.2452
No log	15.9310	462	1.4484	0.5197	1.4484	1.2035
No log	16.0	464	1.3031	0.5366	1.3031	1.1415
No log	16.0690	466	1.2405	0.5760	1.2405	1.1138
No log	16.1379	468	1.2507	0.5669	1.2507	1.1183
No log	16.2069	470	1.3717	0.4776	1.3717	1.1712
No log	16.2759	472	1.4548	0.4	1.4548	1.2062
No log	16.3448	474	1.5004	0.4	1.5004	1.2249
No log	16.4138	476	1.4688	0.4	1.4688	1.2119
No log	16.4828	478	1.4397	0.4651	1.4397	1.1999
No log	16.5517	480	1.3654	0.5323	1.3654	1.1685
No log	16.6207	482	1.3301	0.4035	1.3301	1.1533
No log	16.6897	484	1.3295	0.2727	1.3295	1.1530
No log	16.7586	486	1.3446	0.2752	1.3446	1.1596
No log	16.8276	488	1.3211	0.2909	1.3211	1.1494
No log	16.8966	490	1.2972	0.4174	1.2972	1.1389
No log	16.9655	492	1.3690	0.4961	1.3690	1.1700
No log	17.0345	494	1.5020	0.4627	1.5020	1.2256
No log	17.1034	496	1.5363	0.4296	1.5363	1.2395
No log	17.1724	498	1.4430	0.4511	1.4430	1.2012
0.436	17.2414	500	1.2564	0.4769	1.2564	1.1209
0.436	17.3103	502	1.1157	0.5736	1.1157	1.0563
0.436	17.3793	504	1.0742	0.5846	1.0742	1.0364
0.436	17.4483	506	1.1280	0.5736	1.1280	1.0621
0.436	17.5172	508	1.2229	0.4885	1.2229	1.1058
0.436	17.5862	510	1.3209	0.4885	1.3209	1.1493
0.436	17.6552	512	1.3233	0.4885	1.3233	1.1504
0.436	17.7241	514	1.2578	0.5197	1.2578	1.1215
0.436	17.7931	516	1.2658	0.5203	1.2658	1.1251
0.436	17.8621	518	1.2332	0.4874	1.2332	1.1105
0.436	17.9310	520	1.1762	0.4959	1.1762	1.0845
0.436	18.0	522	1.0914	0.5082	1.0914	1.0447
0.436	18.0690	524	1.0371	0.5484	1.0371	1.0184
0.436	18.1379	526	1.0325	0.5484	1.0325	1.0161
0.436	18.2069	528	1.0423	0.5203	1.0423	1.0209
0.436	18.2759	530	1.1103	0.5669	1.1103	1.0537
0.436	18.3448	532	1.1932	0.5077	1.1932	1.0923
0.436	18.4138	534	1.2459	0.5077	1.2459	1.1162
0.436	18.4828	536	1.2026	0.5077	1.2026	1.0966
0.436	18.5517	538	1.1235	0.5354	1.1235	1.0600
0.436	18.6207	540	1.1240	0.544	1.1240	1.0602
0.436	18.6897	542	1.1697	0.544	1.1697	1.0815
0.436	18.7586	544	1.2500	0.5238	1.2500	1.1180
0.436	18.8276	546	1.2779	0.5238	1.2779	1.1305
0.436	18.8966	548	1.2899	0.5238	1.2899	1.1357
0.436	18.9655	550	1.3110	0.512	1.3110	1.1450
0.436	19.0345	552	1.2992	0.4918	1.2992	1.1398
0.436	19.1034	554	1.2838	0.4706	1.2838	1.1331
0.436	19.1724	556	1.2579	0.4576	1.2579	1.1216
0.436	19.2414	558	1.2548	0.4576	1.2548	1.1202
0.436	19.3103	560	1.2645	0.5246	1.2645	1.1245
0.436	19.3793	562	1.3385	0.5116	1.3385	1.1569
0.436	19.4483	564	1.4104	0.4848	1.4104	1.1876
0.436	19.5172	566	1.4083	0.4962	1.4083	1.1867
0.436	19.5862	568	1.3793	0.4848	1.3793	1.1744
0.436	19.6552	570	1.3574	0.4848	1.3574	1.1651
0.436	19.7241	572	1.2084	0.5271	1.2084	1.0993
0.436	19.7931	574	1.1572	0.528	1.1572	1.0757
0.436	19.8621	576	1.1930	0.528	1.1930	1.0922
0.436	19.9310	578	1.2740	0.5161	1.2740	1.1287
0.436	20.0	580	1.3914	0.5	1.3914	1.1796
0.436	20.0690	582	1.4845	0.4769	1.4845	1.2184
0.436	20.1379	584	1.4867	0.4806	1.4867	1.2193
0.436	20.2069	586	1.4308	0.4839	1.4308	1.1962
0.436	20.2759	588	1.3528	0.4538	1.3528	1.1631
0.436	20.3448	590	1.3027	0.4918	1.3027	1.1413
0.436	20.4138	592	1.3205	0.5079	1.3205	1.1491
0.436	20.4828	594	1.4140	0.5038	1.4140	1.1891
0.436	20.5517	596	1.4482	0.4848	1.4482	1.2034
0.436	20.6207	598	1.4297	0.4848	1.4297	1.1957
0.436	20.6897	600	1.4006	0.4848	1.4006	1.1835
0.436	20.7586	602	1.3414	0.4923	1.3414	1.1582
0.436	20.8276	604	1.2696	0.5000	1.2696	1.1268
0.436	20.8966	606	1.2164	0.5238	1.2164	1.1029
0.436	20.9655	608	1.1852	0.5203	1.1852	1.0887
0.436	21.0345	610	1.1985	0.4754	1.1985	1.0948
0.436	21.1034	612	1.2593	0.5079	1.2593	1.1222
0.436	21.1724	614	1.3324	0.4844	1.3324	1.1543
0.436	21.2414	616	1.3176	0.4724	1.3176	1.1479
0.436	21.3103	618	1.2609	0.4463	1.2609	1.1229
0.436	21.3793	620	1.2435	0.4667	1.2435	1.1151
0.436	21.4483	622	1.2534	0.4667	1.2534	1.1195
0.436	21.5172	624	1.2615	0.5	1.2615	1.1232
0.436	21.5862	626	1.3169	0.5156	1.3169	1.1476
0.436	21.6552	628	1.3872	0.4580	1.3872	1.1778
0.436	21.7241	630	1.3842	0.4848	1.3842	1.1765
0.436	21.7931	632	1.3017	0.5039	1.3017	1.1409
0.436	21.8621	634	1.2757	0.5156	1.2757	1.1295
0.436	21.9310	636	1.2529	0.5197	1.2529	1.1193
0.436	22.0	638	1.2593	0.5312	1.2593	1.1222
0.436	22.0690	640	1.3120	0.5271	1.3120	1.1454
0.436	22.1379	642	1.4047	0.4580	1.4047	1.1852
0.436	22.2069	644	1.3943	0.4580	1.3943	1.1808
0.436	22.2759	646	1.2942	0.5116	1.2942	1.1376
0.436	22.3448	648	1.1933	0.5397	1.1933	1.0924
0.436	22.4138	650	1.1652	0.5426	1.1652	1.0794
0.436	22.4828	652	1.2094	0.4848	1.2094	1.0997
0.436	22.5517	654	1.2825	0.4848	1.2825	1.1325
0.436	22.6207	656	1.2650	0.4848	1.2650	1.1247
0.436	22.6897	658	1.2351	0.4848	1.2351	1.1114
0.436	22.7586	660	1.2379	0.4769	1.2379	1.1126
0.436	22.8276	662	1.2290	0.5312	1.2290	1.1086
0.436	22.8966	664	1.2712	0.5079	1.2712	1.1275
0.436	22.9655	666	1.3478	0.5079	1.3478	1.1610
0.436	23.0345	668	1.4049	0.5	1.4049	1.1853
0.436	23.1034	670	1.3769	0.5	1.3769	1.1734
0.436	23.1724	672	1.3062	0.5	1.3062	1.1429
0.436	23.2414	674	1.2265	0.5	1.2265	1.1075
0.436	23.3103	676	1.2188	0.5469	1.2188	1.1040
0.436	23.3793	678	1.2604	0.5197	1.2604	1.1227
0.436	23.4483	680	1.2261	0.56	1.2261	1.1073
0.436	23.5172	682	1.1708	0.5167	1.1708	1.0821
0.436	23.5862	684	1.1494	0.5167	1.1494	1.0721
0.436	23.6552	686	1.1795	0.5210	1.1795	1.0860
0.436	23.7241	688	1.2215	0.5528	1.2215	1.1052
0.436	23.7931	690	1.3081	0.5077	1.3081	1.1437
0.436	23.8621	692	1.3471	0.5077	1.3471	1.1606
0.436	23.9310	694	1.2938	0.5077	1.2938	1.1375
0.436	24.0	696	1.2152	0.5077	1.2152	1.1024
0.436	24.0690	698	1.1453	0.5344	1.1453	1.0702
0.436	24.1379	700	1.1090	0.5344	1.1090	1.0531
0.436	24.2069	702	1.1242	0.5344	1.1242	1.0603
0.436	24.2759	704	1.1927	0.5344	1.1927	1.0921
0.436	24.3448	706	1.2788	0.5077	1.2788	1.1308
0.436	24.4138	708	1.2891	0.4961	1.2891	1.1354
0.436	24.4828	710	1.3162	0.5	1.3162	1.1472
0.436	24.5517	712	1.3191	0.5	1.3191	1.1485
0.436	24.6207	714	1.3078	0.512	1.3078	1.1436
0.436	24.6897	716	1.2789	0.5289	1.2789	1.1309
0.436	24.7586	718	1.2665	0.5167	1.2665	1.1254
0.436	24.8276	720	1.2467	0.5410	1.2467	1.1166
0.436	24.8966	722	1.2663	0.5323	1.2663	1.1253
0.436	24.9655	724	1.3036	0.5197	1.3036	1.1418
0.436	25.0345	726	1.3310	0.5197	1.3310	1.1537
0.436	25.1034	728	1.2954	0.4959	1.2954	1.1382
0.436	25.1724	730	1.2743	0.4959	1.2743	1.1288
0.436	25.2414	732	1.2608	0.4959	1.2608	1.1229
0.436	25.3103	734	1.2655	0.4918	1.2655	1.1249
0.436	25.3793	736	1.3052	0.5397	1.3052	1.1424
0.436	25.4483	738	1.3067	0.5354	1.3067	1.1431
0.436	25.5172	740	1.3554	0.5156	1.3554	1.1642
0.436	25.5862	742	1.4031	0.5156	1.4031	1.1845
0.436	25.6552	744	1.3729	0.5156	1.3729	1.1717
0.436	25.7241	746	1.2769	0.5323	1.2769	1.1300
0.436	25.7931	748	1.1987	0.5041	1.1987	1.0949
0.436	25.8621	750	1.1581	0.5323	1.1581	1.0762
0.436	25.9310	752	1.1766	0.5556	1.1766	1.0847
0.436	26.0	754	1.2558	0.5354	1.2558	1.1206
0.436	26.0690	756	1.4051	0.4848	1.4051	1.1854
0.436	26.1379	758	1.4599	0.4242	1.4599	1.2083
0.436	26.2069	760	1.4259	0.4580	1.4259	1.1941
0.436	26.2759	762	1.3491	0.4615	1.3491	1.1615
0.436	26.3448	764	1.2505	0.5354	1.2505	1.1183
0.436	26.4138	766	1.2149	0.544	1.2149	1.1022
0.436	26.4828	768	1.2134	0.5161	1.2134	1.1015
0.436	26.5517	770	1.2158	0.5161	1.2158	1.1026
0.436	26.6207	772	1.2359	0.5161	1.2359	1.1117
0.436	26.6897	774	1.2954	0.5397	1.2954	1.1382
0.436	26.7586	776	1.3766	0.4961	1.3766	1.1733
0.436	26.8276	778	1.4066	0.4733	1.4066	1.1860
0.436	26.8966	780	1.3544	0.5156	1.3544	1.1638
0.436	26.9655	782	1.2771	0.5354	1.2771	1.1301
0.436	27.0345	784	1.2449	0.5323	1.2449	1.1157
0.436	27.1034	786	1.2267	0.544	1.2267	1.1076
0.436	27.1724	788	1.2459	0.5354	1.2459	1.1162
0.436	27.2414	790	1.3147	0.4961	1.3147	1.1466
0.436	27.3103	792	1.3492	0.4733	1.3492	1.1615
0.436	27.3793	794	1.3232	0.4733	1.3232	1.1503
0.436	27.4483	796	1.2511	0.5156	1.2511	1.1185
0.436	27.5172	798	1.2123	0.5156	1.2123	1.1011
0.436	27.5862	800	1.1417	0.5556	1.1417	1.0685
0.436	27.6552	802	1.0979	0.5645	1.0979	1.0478
0.436	27.7241	804	1.1149	0.5484	1.1149	1.0559
0.436	27.7931	806	1.1587	0.5645	1.1587	1.0764
0.436	27.8621	808	1.2184	0.4918	1.2184	1.1038
0.436	27.9310	810	1.3018	0.5397	1.3018	1.1410
0.436	28.0	812	1.3484	0.5312	1.3484	1.1612
0.436	28.0690	814	1.3532	0.5312	1.3532	1.1633
0.436	28.1379	816	1.3137	0.5397	1.3137	1.1462
0.436	28.2069	818	1.2388	0.4918	1.2388	1.1130
0.436	28.2759	820	1.1775	0.5041	1.1775	1.0851
0.436	28.3448	822	1.1705	0.5781	1.1705	1.0819
0.436	28.4138	824	1.2077	0.5426	1.2077	1.0990
0.436	28.4828	826	1.2282	0.5231	1.2282	1.1082
0.436	28.5517	828	1.1915	0.5736	1.1915	1.0915
0.436	28.6207	830	1.1837	0.5781	1.1837	1.0880
0.436	28.6897	832	1.1584	0.5669	1.1584	1.0763
0.436	28.7586	834	1.1631	0.5323	1.1631	1.0785
0.436	28.8276	836	1.1768	0.4959	1.1768	1.0848
0.436	28.8966	838	1.1966	0.4754	1.1966	1.0939
0.436	28.9655	840	1.2327	0.5161	1.2327	1.1103
0.436	29.0345	842	1.2817	0.528	1.2817	1.1321
0.436	29.1034	844	1.3191	0.4839	1.3191	1.1485
0.436	29.1724	846	1.3365	0.4839	1.3365	1.1561
0.436	29.2414	848	1.3058	0.4839	1.3058	1.1427
0.436	29.3103	850	1.2454	0.5161	1.2454	1.1160
0.436	29.3793	852	1.2244	0.5161	1.2244	1.1065
0.436	29.4483	854	1.2412	0.5161	1.2412	1.1141
0.436	29.5172	856	1.2647	0.512	1.2647	1.1246
0.436	29.5862	858	1.2835	0.512	1.2835	1.1329
0.436	29.6552	860	1.2851	0.512	1.2851	1.1336
0.436	29.7241	862	1.2640	0.5238	1.2640	1.1243
0.436	29.7931	864	1.2471	0.528	1.2471	1.1167
0.436	29.8621	866	1.2274	0.5161	1.2274	1.1079
0.436	29.9310	868	1.2253	0.5039	1.2253	1.1069
0.436	30.0	870	1.2515	0.4961	1.2515	1.1187
0.436	30.0690	872	1.2699	0.4961	1.2699	1.1269
0.436	30.1379	874	1.2793	0.5039	1.2793	1.1311
0.436	30.2069	876	1.2545	0.5039	1.2545	1.1200
0.436	30.2759	878	1.2474	0.5039	1.2474	1.1169
0.436	30.3448	880	1.2234	0.5039	1.2234	1.1061
0.436	30.4138	882	1.2285	0.5312	1.2285	1.1084
0.436	30.4828	884	1.2604	0.4961	1.2604	1.1227
0.436	30.5517	886	1.2825	0.4923	1.2825	1.1325
0.436	30.6207	888	1.2530	0.5197	1.2530	1.1194
0.436	30.6897	890	1.1901	0.5079	1.1901	1.0909
0.436	30.7586	892	1.1535	0.5203	1.1535	1.0740
0.436	30.8276	894	1.1421	0.4959	1.1421	1.0687
0.436	30.8966	896	1.1501	0.4959	1.1501	1.0724
0.436	30.9655	898	1.1730	0.4959	1.1730	1.0831
0.436	31.0345	900	1.1943	0.5082	1.1943	1.0928
0.436	31.1034	902	1.2308	0.5082	1.2308	1.1094
0.436	31.1724	904	1.2836	0.5079	1.2836	1.1330
0.436	31.2414	906	1.3367	0.4921	1.3367	1.1562
0.436	31.3103	908	1.4023	0.4921	1.4023	1.1842
0.436	31.3793	910	1.4035	0.4677	1.4035	1.1847
0.436	31.4483	912	1.3498	0.4677	1.3498	1.1618
0.436	31.5172	914	1.2785	0.5161	1.2785	1.1307
0.436	31.5862	916	1.2510	0.5556	1.2510	1.1185
0.436	31.6552	918	1.2777	0.5512	1.2777	1.1303
0.436	31.7241	920	1.3473	0.4567	1.3473	1.1607
0.436	31.7931	922	1.3632	0.4844	1.3632	1.1676
0.436	31.8621	924	1.3158	0.5116	1.3158	1.1471
0.436	31.9310	926	1.3049	0.5116	1.3049	1.1423
0.436	32.0	928	1.2688	0.5385	1.2688	1.1264
0.436	32.0690	930	1.1968	0.5354	1.1968	1.0940
0.436	32.1379	932	1.1632	0.5354	1.1632	1.0785
0.436	32.2069	934	1.1232	0.5760	1.1232	1.0598
0.436	32.2759	936	1.1170	0.5760	1.1170	1.0569
0.436	32.3448	938	1.1671	0.5484	1.1671	1.0803
0.436	32.4138	940	1.2490	0.5238	1.2490	1.1176
0.436	32.4828	942	1.3226	0.4923	1.3226	1.1500
0.436	32.5517	944	1.3670	0.4733	1.3670	1.1692
0.436	32.6207	946	1.4003	0.4733	1.4003	1.1834
0.436	32.6897	948	1.3752	0.5197	1.3752	1.1727
0.436	32.7586	950	1.3232	0.5366	1.3232	1.1503
0.436	32.8276	952	1.2757	0.5082	1.2757	1.1295
0.436	32.8966	954	1.2414	0.5082	1.2414	1.1142
0.436	32.9655	956	1.2373	0.4959	1.2373	1.1123
0.436	33.0345	958	1.2393	0.5082	1.2393	1.1132
0.436	33.1034	960	1.2514	0.5203	1.2514	1.1187
0.436	33.1724	962	1.2745	0.5484	1.2745	1.1289
0.436	33.2414	964	1.2861	0.5238	1.2861	1.1341
0.436	33.3103	966	1.2695	0.5238	1.2695	1.1267
0.436	33.3793	968	1.2710	0.5197	1.2710	1.1274
0.436	33.4483	970	1.2933	0.4769	1.2933	1.1373
0.436	33.5172	972	1.3047	0.4769	1.3047	1.1423
0.436	33.5862	974	1.3112	0.4769	1.3112	1.1451
0.436	33.6552	976	1.2698	0.5156	1.2698	1.1268
0.436	33.7241	978	1.2431	0.5354	1.2431	1.1149
0.436	33.7931	980	1.2048	0.512	1.2048	1.0976
0.436	33.8621	982	1.2066	0.512	1.2066	1.0985
0.436	33.9310	984	1.2246	0.5082	1.2246	1.1066
0.436	34.0	986	1.2704	0.4959	1.2704	1.1271
0.436	34.0690	988	1.3239	0.4754	1.3239	1.1506
0.436	34.1379	990	1.3600	0.4878	1.3600	1.1662
0.436	34.2069	992	1.3663	0.4878	1.3663	1.1689
0.436	34.2759	994	1.3480	0.4878	1.3480	1.1610
0.436	34.3448	996	1.3447	0.4878	1.3447	1.1596
0.436	34.4138	998	1.3444	0.4878	1.3444	1.1595
0.0663	34.4828	1000	1.3278	0.5203	1.3278	1.1523
0.0663	34.5517	1002	1.2992	0.5203	1.2992	1.1398
0.0663	34.6207	1004	1.2791	0.5203	1.2791	1.1310
0.0663	34.6897	1006	1.2870	0.5082	1.2870	1.1345
0.0663	34.7586	1008	1.2936	0.5203	1.2936	1.1374
0.0663	34.8276	1010	1.2956	0.5	1.2956	1.1382

Framework versions

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