ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task7_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: 1.1268
• Qwk: 0.2059
• Mse: 1.1268
• Rmse: 1.0615

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	2.5453	-0.0702	2.5453	1.5954
No log	0.1379	4	1.4224	0.0698	1.4224	1.1926
No log	0.2069	6	1.3452	-0.2040	1.3452	1.1598
No log	0.2759	8	1.0964	-0.1887	1.0964	1.0471
No log	0.3448	10	0.9759	-0.0475	0.9759	0.9879
No log	0.4138	12	0.8375	0.0410	0.8375	0.9151
No log	0.4828	14	0.7690	0.0410	0.7690	0.8769
No log	0.5517	16	0.7869	0.0410	0.7869	0.8871
No log	0.6207	18	0.8093	0.0410	0.8093	0.8996
No log	0.6897	20	0.7982	0.0444	0.7982	0.8934
No log	0.7586	22	0.7896	0.0410	0.7896	0.8886
No log	0.8276	24	0.9492	0.0520	0.9492	0.9743
No log	0.8966	26	1.4011	-0.1847	1.4011	1.1837
No log	0.9655	28	1.4887	-0.3187	1.4887	1.2201
No log	1.0345	30	1.3264	-0.2966	1.3264	1.1517
No log	1.1034	32	1.1235	-0.1224	1.1235	1.0599
No log	1.1724	34	0.9535	-0.0444	0.9535	0.9765
No log	1.2414	36	0.8409	0.0	0.8409	0.9170
No log	1.3103	38	0.7680	0.0	0.7680	0.8764
No log	1.3793	40	0.7320	0.0840	0.7320	0.8556
No log	1.4483	42	0.7055	0.2046	0.7055	0.8400
No log	1.5172	44	0.7217	0.2471	0.7217	0.8495
No log	1.5862	46	0.8735	0.3042	0.8735	0.9346
No log	1.6552	48	0.9523	0.2651	0.9523	0.9759
No log	1.7241	50	0.9411	0.2651	0.9411	0.9701
No log	1.7931	52	0.7864	0.3894	0.7864	0.8868
No log	1.8621	54	0.6670	0.1660	0.6670	0.8167
No log	1.9310	56	0.7295	0.1700	0.7295	0.8541
No log	2.0	58	0.7406	0.2736	0.7406	0.8606
No log	2.0690	60	0.7391	0.2736	0.7391	0.8597
No log	2.1379	62	0.7837	0.2736	0.7837	0.8853
No log	2.2069	64	0.7412	0.1304	0.7412	0.8609
No log	2.2759	66	0.6872	0.1136	0.6872	0.8290
No log	2.3448	68	0.6557	0.2621	0.6557	0.8098
No log	2.4138	70	0.7477	0.4470	0.7477	0.8647
No log	2.4828	72	0.6980	0.3372	0.6980	0.8355
No log	2.5517	74	0.6719	0.3020	0.6719	0.8197
No log	2.6207	76	0.8024	0.3562	0.8024	0.8958
No log	2.6897	78	0.9731	0.3538	0.9731	0.9864
No log	2.7586	80	1.0102	0.2756	1.0102	1.0051
No log	2.8276	82	0.9947	0.3082	0.9947	0.9974
No log	2.8966	84	1.2863	0.1919	1.2863	1.1342
No log	2.9655	86	1.2776	0.2417	1.2776	1.1303
No log	3.0345	88	1.0469	0.2252	1.0469	1.0232
No log	3.1034	90	0.8326	0.2492	0.8326	0.9125
No log	3.1724	92	0.8370	0.2492	0.8370	0.9149
No log	3.2414	94	1.0226	0.2781	1.0226	1.0112
No log	3.3103	96	1.1287	0.1810	1.1287	1.0624
No log	3.3793	98	1.2322	0.2421	1.2322	1.1100
No log	3.4483	100	1.3511	0.1810	1.3511	1.1624
No log	3.5172	102	1.3720	0.1705	1.3720	1.1713
No log	3.5862	104	1.1706	0.1739	1.1706	1.0819
No log	3.6552	106	1.1696	0.2306	1.1696	1.0815
No log	3.7241	108	1.2230	0.1931	1.2230	1.1059
No log	3.7931	110	1.3401	0.0684	1.3401	1.1576
No log	3.8621	112	1.2987	0.1422	1.2987	1.1396
No log	3.9310	114	1.3404	0.1171	1.3404	1.1577
No log	4.0	116	1.2589	0.1611	1.2589	1.1220
No log	4.0690	118	1.0669	0.3082	1.0669	1.0329
No log	4.1379	120	0.9152	0.2275	0.9152	0.9567
No log	4.2069	122	0.9295	0.2604	0.9295	0.9641
No log	4.2759	124	1.0276	0.3193	1.0276	1.0137
No log	4.3448	126	1.0569	0.2910	1.0569	1.0281
No log	4.4138	128	1.0820	0.2806	1.0820	1.0402
No log	4.4828	130	1.0495	0.2677	1.0495	1.0245
No log	4.5517	132	0.9602	0.2518	0.9602	0.9799
No log	4.6207	134	0.9603	0.2518	0.9603	0.9799
No log	4.6897	136	1.0480	0.2389	1.0480	1.0237
No log	4.7586	138	1.1838	0.1873	1.1838	1.0880
No log	4.8276	140	1.1795	0.1561	1.1795	1.0860
No log	4.8966	142	1.2737	0.1961	1.2737	1.1286
No log	4.9655	144	1.2553	0.2264	1.2553	1.1204
No log	5.0345	146	1.2432	0.2499	1.2432	1.1150
No log	5.1034	148	1.2924	0.1502	1.2924	1.1368
No log	5.1724	150	1.3153	0.1230	1.3153	1.1469
No log	5.2414	152	1.2418	0.1787	1.2418	1.1144
No log	5.3103	154	1.0938	0.3193	1.0938	1.0458
No log	5.3793	156	1.0401	0.2602	1.0401	1.0198
No log	5.4483	158	1.0799	0.2271	1.0799	1.0392
No log	5.5172	160	1.0130	0.3251	1.0130	1.0065
No log	5.5862	162	0.9178	0.2967	0.9178	0.9580
No log	5.6552	164	0.8603	0.3372	0.8603	0.9275
No log	5.7241	166	0.8260	0.3518	0.8260	0.9088
No log	5.7931	168	0.7966	0.2883	0.7966	0.8925
No log	5.8621	170	0.8056	0.2171	0.8056	0.8976
No log	5.9310	172	0.8280	0.2171	0.8280	0.9100
No log	6.0	174	0.9096	0.2917	0.9096	0.9537
No log	6.0690	176	1.0177	0.2659	1.0177	1.0088
No log	6.1379	178	1.0625	0.2613	1.0625	1.0308
No log	6.2069	180	1.0355	0.2547	1.0355	1.0176
No log	6.2759	182	0.9736	0.1586	0.9736	0.9867
No log	6.3448	184	0.9372	0.1998	0.9372	0.9681
No log	6.4138	186	0.9627	0.2394	0.9627	0.9812
No log	6.4828	188	0.9926	0.2881	0.9926	0.9963
No log	6.5517	190	1.0013	0.2554	1.0013	1.0006
No log	6.6207	192	1.0249	0.2872	1.0249	1.0124
No log	6.6897	194	1.0761	0.2872	1.0761	1.0374
No log	6.7586	196	1.0180	0.2881	1.0180	1.0089
No log	6.8276	198	1.0663	0.3597	1.0663	1.0326
No log	6.8966	200	1.1288	0.3161	1.1288	1.0625
No log	6.9655	202	1.1331	0.3059	1.1331	1.0645
No log	7.0345	204	1.1162	0.3110	1.1162	1.0565
No log	7.1034	206	1.0572	0.2977	1.0572	1.0282
No log	7.1724	208	1.0731	0.3228	1.0731	1.0359
No log	7.2414	210	1.2394	0.2258	1.2394	1.1133
No log	7.3103	212	1.4367	0.1464	1.4367	1.1986
No log	7.3793	214	1.3517	0.1939	1.3517	1.1626
No log	7.4483	216	1.2243	0.2045	1.2243	1.1065
No log	7.5172	218	1.0628	0.2460	1.0628	1.0309
No log	7.5862	220	0.9252	0.2193	0.9252	0.9619
No log	7.6552	222	0.8722	0.1718	0.8722	0.9339
No log	7.7241	224	0.9319	0.2726	0.9319	0.9654
No log	7.7931	226	0.9832	0.2389	0.9832	0.9916
No log	7.8621	228	1.0887	0.2682	1.0887	1.0434
No log	7.9310	230	1.1154	0.3059	1.1154	1.0561
No log	8.0	232	1.0497	0.2252	1.0497	1.0246
No log	8.0690	234	1.0813	0.2209	1.0813	1.0399
No log	8.1379	236	1.2322	0.2559	1.2322	1.1100
No log	8.2069	238	1.3467	0.1195	1.3467	1.1605
No log	8.2759	240	1.1966	0.2358	1.1966	1.0939
No log	8.3448	242	0.9679	0.3137	0.9679	0.9838
No log	8.4138	244	0.8394	0.2142	0.8394	0.9162
No log	8.4828	246	0.7723	0.1866	0.7723	0.8788
No log	8.5517	248	0.7801	0.2149	0.7801	0.8832
No log	8.6207	250	0.8350	0.2643	0.8350	0.9138
No log	8.6897	252	1.0078	0.2850	1.0078	1.0039
No log	8.7586	254	1.2352	0.1732	1.2352	1.1114
No log	8.8276	256	1.2438	0.2056	1.2438	1.1152
No log	8.8966	258	1.1438	0.2567	1.1438	1.0695
No log	8.9655	260	0.9768	0.3347	0.9768	0.9883
No log	9.0345	262	0.8724	0.1718	0.8724	0.9340
No log	9.1034	264	0.8107	0.1142	0.8107	0.9004
No log	9.1724	266	0.8257	0.2632	0.8257	0.9087
No log	9.2414	268	0.9729	0.2615	0.9729	0.9863
No log	9.3103	270	1.2462	0.2184	1.2462	1.1163
No log	9.3793	272	1.3690	0.1222	1.3690	1.1701
No log	9.4483	274	1.2990	0.1067	1.2990	1.1397
No log	9.5172	276	1.1337	0.2075	1.1337	1.0648
No log	9.5862	278	0.9737	0.1461	0.9737	0.9867
No log	9.6552	280	0.9036	0.1672	0.9036	0.9506
No log	9.7241	282	0.9262	0.1962	0.9262	0.9624
No log	9.7931	284	1.0436	0.1651	1.0436	1.0216
No log	9.8621	286	1.2188	0.1057	1.2188	1.1040
No log	9.9310	288	1.3176	0.0947	1.3176	1.1479
No log	10.0	290	1.2297	0.1328	1.2297	1.1089
No log	10.0690	292	1.1279	0.1949	1.1279	1.0620
No log	10.1379	294	1.0514	0.1747	1.0514	1.0254
No log	10.2069	296	0.9404	0.2358	0.9404	0.9697
No log	10.2759	298	0.8677	0.3359	0.8677	0.9315
No log	10.3448	300	0.8773	0.3359	0.8773	0.9366
No log	10.4138	302	0.9634	0.2703	0.9634	0.9816
No log	10.4828	304	1.1425	0.2799	1.1425	1.0689
No log	10.5517	306	1.3152	0.2259	1.3152	1.1468
No log	10.6207	308	1.3419	0.1864	1.3419	1.1584
No log	10.6897	310	1.2340	0.2145	1.2340	1.1109
No log	10.7586	312	1.0281	0.2635	1.0281	1.0140
No log	10.8276	314	0.9060	0.3110	0.9060	0.9518
No log	10.8966	316	0.9223	0.3347	0.9223	0.9603
No log	10.9655	318	1.0634	0.3213	1.0634	1.0312
No log	11.0345	320	1.2036	0.1849	1.2036	1.0971
No log	11.1034	322	1.1860	0.1870	1.1860	1.0890
No log	11.1724	324	1.1287	0.1635	1.1287	1.0624
No log	11.2414	326	1.0516	0.2756	1.0516	1.0255
No log	11.3103	328	0.9724	0.2779	0.9724	0.9861
No log	11.3793	330	0.8987	0.3473	0.8987	0.9480
No log	11.4483	332	0.8950	0.3473	0.8950	0.9461
No log	11.5172	334	1.0123	0.2926	1.0123	1.0062
No log	11.5862	336	1.2553	0.1973	1.2553	1.1204
No log	11.6552	338	1.3704	0.1678	1.3704	1.1707
No log	11.7241	340	1.3078	0.1985	1.3078	1.1436
No log	11.7931	342	1.0969	0.2733	1.0969	1.0473
No log	11.8621	344	0.9092	0.2562	0.9092	0.9535
No log	11.9310	346	0.8589	0.1217	0.8589	0.9268
No log	12.0	348	0.8591	0.2358	0.8591	0.9269
No log	12.0690	350	0.9603	0.2601	0.9603	0.9800
No log	12.1379	352	1.0927	0.2853	1.0927	1.0453
No log	12.2069	354	1.1822	0.2436	1.1822	1.0873
No log	12.2759	356	1.2399	0.2206	1.2399	1.1135
No log	12.3448	358	1.2793	0.2086	1.2793	1.1310
No log	12.4138	360	1.1402	0.2579	1.1402	1.0678
No log	12.4828	362	0.9911	0.3337	0.9911	0.9955
No log	12.5517	364	0.9211	0.3739	0.9211	0.9597
No log	12.6207	366	0.7966	0.1254	0.7966	0.8925
No log	12.6897	368	0.7697	0.2530	0.7697	0.8773
No log	12.7586	370	0.7956	0.2813	0.7956	0.8920
No log	12.8276	372	0.8864	0.1822	0.8864	0.9415
No log	12.8966	374	0.9749	0.2703	0.9749	0.9874
No log	12.9655	376	1.0574	0.2683	1.0574	1.0283
No log	13.0345	378	1.1364	0.2805	1.1364	1.0660
No log	13.1034	380	1.1175	0.2853	1.1175	1.0571
No log	13.1724	382	1.1097	0.2059	1.1097	1.0534
No log	13.2414	384	1.0509	0.1787	1.0509	1.0251
No log	13.3103	386	1.0176	0.1955	1.0176	1.0087
No log	13.3793	388	1.0844	0.1662	1.0844	1.0414
No log	13.4483	390	1.1733	0.1293	1.1733	1.0832
No log	13.5172	392	1.1925	0.2115	1.1925	1.0920
No log	13.5862	394	1.1660	0.2319	1.1660	1.0798
No log	13.6552	396	1.1356	0.2417	1.1356	1.0656
No log	13.7241	398	1.1431	0.2501	1.1431	1.0692
No log	13.7931	400	1.0807	0.2075	1.0807	1.0395
No log	13.8621	402	1.0667	0.2075	1.0667	1.0328
No log	13.9310	404	1.1108	0.2032	1.1108	1.0539
No log	14.0	406	1.1794	0.1535	1.1794	1.0860
No log	14.0690	408	1.1869	0.1146	1.1869	1.0894
No log	14.1379	410	1.1716	0.1146	1.1716	1.0824
No log	14.2069	412	1.1896	0.2459	1.1896	1.0907
No log	14.2759	414	1.0928	0.2125	1.0928	1.0454
No log	14.3448	416	1.0205	0.2756	1.0205	1.0102
No log	14.4138	418	1.0495	0.2125	1.0495	1.0245
No log	14.4828	420	1.0959	0.2567	1.0959	1.0468
No log	14.5517	422	0.9856	0.3029	0.9856	0.9928
No log	14.6207	424	0.9658	0.3029	0.9658	0.9827
No log	14.6897	426	0.9227	0.3170	0.9227	0.9606
No log	14.7586	428	0.9029	0.3516	0.9029	0.9502
No log	14.8276	430	0.8452	0.3709	0.8452	0.9194
No log	14.8966	432	0.7839	0.2604	0.7839	0.8854
No log	14.9655	434	0.6884	0.2204	0.6884	0.8297
No log	15.0345	436	0.6691	0.2345	0.6691	0.8180
No log	15.1034	438	0.6985	0.2171	0.6985	0.8358
No log	15.1724	440	0.7806	0.2518	0.7806	0.8835
No log	15.2414	442	0.9461	0.2756	0.9462	0.9727
No log	15.3103	444	1.0573	0.3399	1.0573	1.0283
No log	15.3793	446	1.1502	0.3486	1.1502	1.0725
No log	15.4483	448	1.0732	0.3110	1.0732	1.0359
No log	15.5172	450	0.9770	0.3214	0.9770	0.9884
No log	15.5862	452	0.8948	0.2343	0.8948	0.9459
No log	15.6552	454	0.8177	0.2094	0.8177	0.9042
No log	15.7241	456	0.8148	0.2670	0.8148	0.9027
No log	15.7931	458	0.9017	0.3579	0.9017	0.9496
No log	15.8621	460	1.0208	0.3517	1.0208	1.0103
No log	15.9310	462	1.0848	0.1931	1.0848	1.0415
No log	16.0	464	1.0526	0.2567	1.0526	1.0260
No log	16.0690	466	1.0483	0.2367	1.0483	1.0239
No log	16.1379	468	0.9972	0.2732	0.9972	0.9986
No log	16.2069	470	0.9784	0.2732	0.9784	0.9891
No log	16.2759	472	0.9925	0.2782	0.9925	0.9963
No log	16.3448	474	1.0099	0.2782	1.0099	1.0050
No log	16.4138	476	1.0268	0.3029	1.0268	1.0133
No log	16.4828	478	0.9923	0.2529	0.9923	0.9961
No log	16.5517	480	1.0032	0.2529	1.0032	1.0016
No log	16.6207	482	1.0193	0.2682	1.0193	1.0096
No log	16.6897	484	1.0125	0.3481	1.0125	1.0062
No log	16.7586	486	0.9792	0.2779	0.9792	0.9896
No log	16.8276	488	0.8717	0.1723	0.8717	0.9337
No log	16.8966	490	0.8205	0.2463	0.8205	0.9058
No log	16.9655	492	0.8503	0.1867	0.8503	0.9221
No log	17.0345	494	0.9786	0.3269	0.9786	0.9893
No log	17.1034	496	1.2209	0.2559	1.2209	1.1049
No log	17.1724	498	1.3928	0.2041	1.3928	1.1802
0.3191	17.2414	500	1.3962	0.2074	1.3962	1.1816
0.3191	17.3103	502	1.2199	0.2153	1.2199	1.1045
0.3191	17.3793	504	1.0404	0.2109	1.0404	1.0200
0.3191	17.4483	506	0.9734	0.2164	0.9734	0.9866
0.3191	17.5172	508	0.9450	0.2211	0.9450	0.9721
0.3191	17.5862	510	0.9168	0.1422	0.9168	0.9575
0.3191	17.6552	512	0.9271	0.1692	0.9271	0.9628
0.3191	17.7241	514	0.9883	0.2363	0.9883	0.9941
0.3191	17.7931	516	1.1032	0.2780	1.1032	1.0503
0.3191	17.8621	518	1.1113	0.2780	1.1113	1.0542
0.3191	17.9310	520	1.0438	0.2612	1.0438	1.0217
0.3191	18.0	522	0.9722	0.2075	0.9722	0.9860
0.3191	18.0690	524	0.9171	0.2923	0.9171	0.9577
0.3191	18.1379	526	0.8797	0.2193	0.8797	0.9379
0.3191	18.2069	528	0.8692	0.2244	0.8692	0.9323
0.3191	18.2759	530	0.8871	0.2193	0.8871	0.9419
0.3191	18.3448	532	0.9605	0.1612	0.9605	0.9800
0.3191	18.4138	534	1.0073	0.3006	1.0073	1.0037
0.3191	18.4828	536	1.1021	0.2903	1.1021	1.0498
0.3191	18.5517	538	1.2427	0.1621	1.2427	1.1148
0.3191	18.6207	540	1.3046	0.1550	1.3046	1.1422
0.3191	18.6897	542	1.2771	0.1825	1.2771	1.1301
0.3191	18.7586	544	1.1838	0.2543	1.1838	1.0880
0.3191	18.8276	546	1.0547	0.3059	1.0547	1.0270
0.3191	18.8966	548	0.9850	0.2833	0.9850	0.9925
0.3191	18.9655	550	0.8833	0.2995	0.8833	0.9398
0.3191	19.0345	552	0.8150	0.3294	0.8150	0.9028
0.3191	19.1034	554	0.8461	0.3538	0.8461	0.9199
0.3191	19.1724	556	0.8462	0.3538	0.8462	0.9199
0.3191	19.2414	558	0.8813	0.3455	0.8813	0.9388
0.3191	19.3103	560	0.9183	0.3059	0.9183	0.9583
0.3191	19.3793	562	0.9153	0.3059	0.9153	0.9567
0.3191	19.4483	564	0.9542	0.3280	0.9542	0.9768
0.3191	19.5172	566	0.9975	0.2954	0.9975	0.9987
0.3191	19.5862	568	1.0434	0.2499	1.0434	1.0215
0.3191	19.6552	570	1.0337	0.2499	1.0337	1.0167
0.3191	19.7241	572	0.9722	0.3225	0.9722	0.9860
0.3191	19.7931	574	0.9153	0.3739	0.9153	0.9567
0.3191	19.8621	576	0.8565	0.3473	0.8565	0.9255
0.3191	19.9310	578	0.8089	0.3105	0.8089	0.8994
0.3191	20.0	580	0.8166	0.2574	0.8166	0.9036
0.3191	20.0690	582	0.8680	0.2463	0.8680	0.9316
0.3191	20.1379	584	0.9500	0.2756	0.9500	0.9747
0.3191	20.2069	586	1.0641	0.2504	1.0641	1.0316
0.3191	20.2759	588	1.1553	0.2522	1.1553	1.0748
0.3191	20.3448	590	1.1547	0.2059	1.1547	1.0746
0.3191	20.4138	592	1.1744	0.1688	1.1744	1.0837
0.3191	20.4828	594	1.1474	0.1688	1.1474	1.0712
0.3191	20.5517	596	1.1295	0.1723	1.1295	1.0628
0.3191	20.6207	598	1.0577	0.2782	1.0577	1.0285
0.3191	20.6897	600	1.0228	0.3114	1.0228	1.0113
0.3191	20.7586	602	0.9943	0.2651	0.9943	0.9971
0.3191	20.8276	604	0.9281	0.3709	0.9281	0.9634
0.3191	20.8966	606	0.8694	0.2574	0.8694	0.9324
0.3191	20.9655	608	0.8275	0.2297	0.8275	0.9097
0.3191	21.0345	610	0.8427	0.2297	0.8427	0.9180
0.3191	21.1034	612	0.9285	0.3709	0.9285	0.9636
0.3191	21.1724	614	1.0567	0.2367	1.0567	1.0279
0.3191	21.2414	616	1.2050	0.1944	1.2050	1.0977
0.3191	21.3103	618	1.2365	0.1621	1.2365	1.1120
0.3191	21.3793	620	1.1261	0.2282	1.1261	1.0612
0.3191	21.4483	622	0.9719	0.3739	0.9719	0.9859
0.3191	21.5172	624	0.9406	0.3110	0.9406	0.9698
0.3191	21.5862	626	0.9441	0.3169	0.9441	0.9717
0.3191	21.6552	628	0.9875	0.3287	0.9875	0.9937
0.3191	21.7241	630	1.0743	0.2504	1.0743	1.0365
0.3191	21.7931	632	1.1332	0.2141	1.1332	1.0645
0.3191	21.8621	634	1.2131	0.1884	1.2131	1.1014
0.3191	21.9310	636	1.2510	0.1884	1.2510	1.1185
0.3191	22.0	638	1.2384	0.2336	1.2384	1.1128
0.3191	22.0690	640	1.2260	0.2336	1.2260	1.1072
0.3191	22.1379	642	1.1516	0.2459	1.1516	1.0731
0.3191	22.2069	644	1.0521	0.2850	1.0521	1.0257
0.3191	22.2759	646	0.9533	0.3371	0.9533	0.9764
0.3191	22.3448	648	0.9010	0.3384	0.9010	0.9492
0.3191	22.4138	650	0.8998	0.3384	0.8998	0.9486
0.3191	22.4828	652	0.9101	0.3319	0.9101	0.9540
0.3191	22.5517	654	0.9524	0.3601	0.9524	0.9759
0.3191	22.6207	656	0.9424	0.3371	0.9424	0.9708
0.3191	22.6897	658	0.9976	0.3110	0.9976	0.9988
0.3191	22.7586	660	0.9895	0.3214	0.9895	0.9947
0.3191	22.8276	662	0.9138	0.3740	0.9138	0.9559
0.3191	22.8966	664	0.8354	0.3630	0.8354	0.9140
0.3191	22.9655	666	0.8584	0.3869	0.8584	0.9265
0.3191	23.0345	668	0.9549	0.3761	0.9549	0.9772
0.3191	23.1034	670	1.0170	0.3425	1.0170	1.0085
0.3191	23.1724	672	1.0268	0.3425	1.0268	1.0133
0.3191	23.2414	674	1.0660	0.3183	1.0660	1.0325
0.3191	23.3103	676	1.0135	0.3787	1.0135	1.0067
0.3191	23.3793	678	0.9069	0.3251	0.9069	0.9523
0.3191	23.4483	680	0.8996	0.3310	0.8996	0.9485
0.3191	23.5172	682	0.9143	0.3310	0.9143	0.9562
0.3191	23.5862	684	0.8977	0.3731	0.8977	0.9474
0.3191	23.6552	686	0.9740	0.2964	0.9740	0.9869
0.3191	23.7241	688	1.0142	0.3636	1.0142	1.0071
0.3191	23.7931	690	0.9973	0.3417	0.9973	0.9987
0.3191	23.8621	692	1.0250	0.3302	1.0250	1.0124
0.3191	23.9310	694	1.1086	0.2827	1.1086	1.0529
0.3191	24.0	696	1.1506	0.2223	1.1506	1.0726
0.3191	24.0690	698	1.0693	0.2876	1.0693	1.0341
0.3191	24.1379	700	0.9858	0.3302	0.9858	0.9929
0.3191	24.2069	702	0.9774	0.3359	0.9774	0.9887
0.3191	24.2759	704	0.9548	0.3761	0.9548	0.9772
0.3191	24.3448	706	0.9741	0.3082	0.9741	0.9870
0.3191	24.4138	708	0.9945	0.2125	0.9945	0.9973
0.3191	24.4828	710	1.0045	0.1870	1.0045	1.0023
0.3191	24.5517	712	1.0783	0.1564	1.0783	1.0384
0.3191	24.6207	714	1.1379	0.2020	1.1379	1.0667
0.3191	24.6897	716	1.1374	0.2020	1.1374	1.0665
0.3191	24.7586	718	1.1268	0.2059	1.1268	1.0615

Framework versions

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