ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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: 1.5928
• Qwk: 0.0
• Mse: 1.5928
• Rmse: 1.2621

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	0.0465	2	2.6285	-0.0407	2.6285	1.6213
No log	0.0930	4	1.3633	0.0745	1.3633	1.1676
No log	0.1395	6	1.1048	-0.1355	1.1048	1.0511
No log	0.1860	8	1.0158	0.0826	1.0158	1.0079
No log	0.2326	10	1.0283	0.1584	1.0283	1.0140
No log	0.2791	12	0.9754	0.0888	0.9754	0.9876
No log	0.3256	14	0.9090	0.0359	0.9090	0.9534
No log	0.3721	16	0.9072	0.0	0.9072	0.9525
No log	0.4186	18	0.8771	0.0	0.8771	0.9365
No log	0.4651	20	0.8262	0.0	0.8262	0.9090
No log	0.5116	22	0.7842	0.0	0.7842	0.8856
No log	0.5581	24	0.7594	0.0	0.7594	0.8714
No log	0.6047	26	0.6931	0.1617	0.6931	0.8325
No log	0.6512	28	0.7831	0.1699	0.7831	0.8849
No log	0.6977	30	0.8161	0.0573	0.8161	0.9034
No log	0.7442	32	0.7901	0.0208	0.7901	0.8889
No log	0.7907	34	0.7525	0.2652	0.7525	0.8675
No log	0.8372	36	0.7478	0.2027	0.7478	0.8648
No log	0.8837	38	0.7608	0.1359	0.7608	0.8723
No log	0.9302	40	0.7575	0.0643	0.7575	0.8703
No log	0.9767	42	0.7585	0.0840	0.7585	0.8709
No log	1.0233	44	0.7843	0.0	0.7843	0.8856
No log	1.0698	46	0.7821	0.0481	0.7821	0.8844
No log	1.1163	48	0.7659	0.1287	0.7659	0.8751
No log	1.1628	50	0.7468	0.1094	0.7468	0.8642
No log	1.2093	52	0.7781	0.1918	0.7781	0.8821
No log	1.2558	54	0.8127	0.3099	0.8127	0.9015
No log	1.3023	56	0.8233	0.3746	0.8233	0.9074
No log	1.3488	58	0.8360	0.3473	0.8360	0.9143
No log	1.3953	60	0.9359	0.2460	0.9359	0.9674
No log	1.4419	62	0.9948	0.1909	0.9948	0.9974
No log	1.4884	64	1.0229	0.2141	1.0229	1.0114
No log	1.5349	66	0.9932	0.3170	0.9932	0.9966
No log	1.5814	68	0.9047	0.2995	0.9047	0.9511
No log	1.6279	70	0.8474	0.2866	0.8474	0.9206
No log	1.6744	72	0.8164	0.2904	0.8164	0.9036
No log	1.7209	74	0.7800	0.2227	0.7800	0.8832
No log	1.7674	76	0.7626	0.2171	0.7626	0.8733
No log	1.8140	78	0.8268	0.2297	0.8268	0.9093
No log	1.8605	80	0.9434	0.2046	0.9434	0.9713
No log	1.9070	82	1.0377	0.1747	1.0377	1.0187
No log	1.9535	84	1.0806	0.2227	1.0806	1.0395
No log	2.0	86	1.0449	0.2601	1.0449	1.0222
No log	2.0465	88	1.0287	0.2886	1.0287	1.0143
No log	2.0930	90	1.1039	0.2504	1.1039	1.0506
No log	2.1395	92	1.2009	0.1758	1.2009	1.0959
No log	2.1860	94	1.1176	-0.0352	1.1176	1.0572
No log	2.2326	96	1.0781	0.0105	1.0781	1.0383
No log	2.2791	98	1.0967	0.1243	1.0967	1.0472
No log	2.3256	100	1.1308	0.2504	1.1308	1.0634
No log	2.3721	102	1.1591	0.1530	1.1591	1.0766
No log	2.4186	104	1.0978	0.2651	1.0978	1.0477
No log	2.4651	106	1.0324	0.2866	1.0324	1.0161
No log	2.5116	108	0.9605	0.2063	0.9605	0.9800
No log	2.5581	110	0.9497	0.1254	0.9497	0.9745
No log	2.6047	112	1.0021	0.0462	1.0021	1.0011
No log	2.6512	114	1.1725	0.1635	1.1725	1.0828
No log	2.6977	116	1.3640	0.0417	1.3640	1.1679
No log	2.7442	118	1.4961	-0.0570	1.4961	1.2232
No log	2.7907	120	1.5557	-0.0586	1.5557	1.2473
No log	2.8372	122	1.5934	-0.0602	1.5934	1.2623
No log	2.8837	124	1.6752	-0.1044	1.6752	1.2943
No log	2.9302	126	1.6754	0.0948	1.6754	1.2944
No log	2.9767	128	1.5748	0.0842	1.5748	1.2549
No log	3.0233	130	1.4740	0.0293	1.4740	1.2141
No log	3.0698	132	1.1940	0.0175	1.1940	1.0927
No log	3.1163	134	1.0996	0.0200	1.0996	1.0486
No log	3.1628	136	1.0366	0.0652	1.0366	1.0181
No log	3.2093	138	1.0300	0.1822	1.0300	1.0149
No log	3.2558	140	1.1642	0.1557	1.1642	1.0790
No log	3.3023	142	1.2408	0.1688	1.2408	1.1139
No log	3.3488	144	1.1858	0.2324	1.1858	1.0890
No log	3.3953	146	1.1040	0.2227	1.1040	1.0507
No log	3.4419	148	1.0507	0.1911	1.0507	1.0250
No log	3.4884	150	1.1049	0.1911	1.1049	1.0512
No log	3.5349	152	1.1834	0.1870	1.1834	1.0878
No log	3.5814	154	1.3251	0.0992	1.3251	1.1511
No log	3.6279	156	1.3581	0.0679	1.3581	1.1654
No log	3.6744	158	1.2766	0.1283	1.2766	1.1298
No log	3.7209	160	1.2347	0.1588	1.2347	1.1112
No log	3.7674	162	1.0875	0.2903	1.0875	1.0428
No log	3.8140	164	1.0930	0.2903	1.0930	1.0455
No log	3.8605	166	1.1741	0.2622	1.1741	1.0836
No log	3.9070	168	1.1762	0.1717	1.1762	1.0845
No log	3.9535	170	1.1796	0.2258	1.1796	1.0861
No log	4.0	172	1.1221	0.2059	1.1221	1.0593
No log	4.0465	174	1.1819	0.1815	1.1819	1.0872
No log	4.0930	176	1.3459	0.1763	1.3459	1.1601
No log	4.1395	178	1.6004	0.1191	1.6004	1.2651
No log	4.1860	180	1.5702	0.1099	1.5702	1.2531
No log	4.2326	182	1.5452	0.0923	1.5452	1.2431
No log	4.2791	184	1.3945	0.1399	1.3945	1.1809
No log	4.3256	186	1.1662	0.1646	1.1662	1.0799
No log	4.3721	188	1.0436	0.1990	1.0436	1.0216
No log	4.4186	190	1.0475	0.2651	1.0475	1.0235
No log	4.4651	192	1.1306	0.2145	1.1306	1.0633
No log	4.5116	194	1.2474	0.1460	1.2474	1.1169
No log	4.5581	196	1.2321	0.1588	1.2321	1.1100
No log	4.6047	198	1.1229	0.2543	1.1229	1.0597
No log	4.6512	200	1.0678	0.2367	1.0678	1.0333
No log	4.6977	202	1.0472	0.2876	1.0472	1.0233
No log	4.7442	204	1.0109	0.2626	1.0109	1.0054
No log	4.7907	206	1.0162	0.2964	1.0162	1.0080
No log	4.8372	208	1.0209	0.2964	1.0209	1.0104
No log	4.8837	210	1.1295	0.2688	1.1295	1.0628
No log	4.9302	212	1.2434	0.1460	1.2434	1.1151
No log	4.9767	214	1.3472	0.0945	1.3472	1.1607
No log	5.0233	216	1.3542	0.1147	1.3542	1.1637
No log	5.0698	218	1.2482	0.1717	1.2482	1.1172
No log	5.1163	220	1.2334	0.1985	1.2334	1.1106
No log	5.1628	222	1.2911	0.1717	1.2911	1.1363
No log	5.2093	224	1.4278	0.0613	1.4278	1.1949
No log	5.2558	226	1.4516	0.0413	1.4516	1.2048
No log	5.3023	228	1.5172	0.0613	1.5172	1.2318
No log	5.3488	230	1.5406	0.0595	1.5406	1.2412
No log	5.3953	232	1.5390	0.0822	1.5390	1.2405
No log	5.4419	234	1.4604	0.0632	1.4604	1.2085
No log	5.4884	236	1.1943	0.1484	1.1943	1.0928
No log	5.5349	238	1.0066	0.2601	1.0066	1.0033
No log	5.5814	240	1.0218	0.2782	1.0218	1.0109
No log	5.6279	242	1.1587	0.1550	1.1587	1.0764
No log	5.6744	244	1.2565	0.1280	1.2565	1.1210
No log	5.7209	246	1.1993	0.1280	1.1993	1.0951
No log	5.7674	248	1.0854	0.2059	1.0854	1.0418
No log	5.8140	250	1.1440	0.0873	1.1440	1.0696
No log	5.8605	252	1.1761	0.0648	1.1761	1.0845
No log	5.9070	254	1.2175	0.0150	1.2175	1.1034
No log	5.9535	256	1.2419	0.0150	1.2419	1.1144
No log	6.0	258	1.2693	0.0826	1.2693	1.1266
No log	6.0465	260	1.2850	0.1749	1.2850	1.1336
No log	6.0930	262	1.2439	0.1588	1.2439	1.1153
No log	6.1395	264	1.2656	0.1917	1.2656	1.1250
No log	6.1860	266	1.2684	0.1944	1.2684	1.1262
No log	6.2326	268	1.3295	0.0745	1.3295	1.1530
No log	6.2791	270	1.3611	0.0082	1.3611	1.1667
No log	6.3256	272	1.4474	0.0886	1.4474	1.2031
No log	6.3721	274	1.3375	0.0557	1.3375	1.1565
No log	6.4186	276	1.1426	0.1028	1.1426	1.0689
No log	6.4651	278	1.0792	0.1394	1.0792	1.0389
No log	6.5116	280	1.0476	0.1709	1.0476	1.0235
No log	6.5581	282	1.1182	0.2240	1.1182	1.0574
No log	6.6047	284	1.2308	0.2033	1.2308	1.1094
No log	6.6512	286	1.3895	0.1122	1.3895	1.1788
No log	6.6977	288	1.4379	0.0475	1.4379	1.1991
No log	6.7442	290	1.2790	0.0584	1.2790	1.1309
No log	6.7907	292	1.1415	0.0895	1.1415	1.0684
No log	6.8372	294	1.1008	0.1401	1.1008	1.0492
No log	6.8837	296	1.1183	0.1341	1.1183	1.0575
No log	6.9302	298	1.2235	0.1791	1.2235	1.1061
No log	6.9767	300	1.3787	0.1098	1.3787	1.1742
No log	7.0233	302	1.5074	0.0786	1.5074	1.2277
No log	7.0698	304	1.4809	0.0786	1.4809	1.2169
No log	7.1163	306	1.2788	0.1618	1.2788	1.1308
No log	7.1628	308	1.1016	0.1758	1.1016	1.0496
No log	7.2093	310	1.0215	0.2504	1.0215	1.0107
No log	7.2558	312	1.0232	0.2183	1.0232	1.0115
No log	7.3023	314	1.1206	0.2240	1.1206	1.0586
No log	7.3488	316	1.2665	0.1917	1.2665	1.1254
No log	7.3953	318	1.2293	0.1951	1.2293	1.1088
No log	7.4419	320	1.0539	0.2412	1.0539	1.0266
No log	7.4884	322	1.0333	0.1463	1.0333	1.0165
No log	7.5349	324	1.1835	0.1497	1.1835	1.0879
No log	7.5814	326	1.2489	0.0665	1.2489	1.1176
No log	7.6279	328	1.1742	0.0188	1.1742	1.0836
No log	7.6744	330	1.3018	0.0665	1.3018	1.1410
No log	7.7209	332	1.3567	0.0846	1.3567	1.1648
No log	7.7674	334	1.3633	0.0822	1.3633	1.1676
No log	7.8140	336	1.3322	0.0822	1.3322	1.1542
No log	7.8605	338	1.3614	0.0557	1.3614	1.1668
No log	7.9070	340	1.3192	0.0578	1.3192	1.1486
No log	7.9535	342	1.1759	0.0665	1.1759	1.0844
No log	8.0	344	1.1338	0.1432	1.1338	1.0648
No log	8.0465	346	1.0101	0.2782	1.0101	1.0051
No log	8.0930	348	0.9239	0.3042	0.9239	0.9612
No log	8.1395	350	0.9152	0.2463	0.9152	0.9567
No log	8.1860	352	0.9998	0.2651	0.9998	0.9999
No log	8.2326	354	1.1999	0.0947	1.1999	1.0954
No log	8.2791	356	1.4138	0.0071	1.4138	1.1890
No log	8.3256	358	1.6196	0.0842	1.6196	1.2726
No log	8.3721	360	1.6651	0.0595	1.6651	1.2904
No log	8.4186	362	1.4446	0.0557	1.4446	1.2019
No log	8.4651	364	1.3006	0.1371	1.3006	1.1404
No log	8.5116	366	1.2666	0.1432	1.2666	1.1254
No log	8.5581	368	1.2885	0.0846	1.2885	1.1351
No log	8.6047	370	1.4724	0.0297	1.4724	1.2134
No log	8.6512	372	1.5950	0.0430	1.5950	1.2629
No log	8.6977	374	1.6537	0.0196	1.6537	1.2860
No log	8.7442	376	1.4635	0.0257	1.4635	1.2098
No log	8.7907	378	1.3469	0.0557	1.3469	1.1605
No log	8.8372	380	1.2193	0.1121	1.2193	1.1042
No log	8.8837	382	1.0982	0.2141	1.0982	1.0480
No log	8.9302	384	1.1041	0.2141	1.1041	1.0508
No log	8.9767	386	1.2514	0.1401	1.2514	1.1187
No log	9.0233	388	1.4535	0.0438	1.4535	1.2056
No log	9.0698	390	1.5021	0.0421	1.5021	1.2256
No log	9.1163	392	1.4342	0.0927	1.4342	1.1976
No log	9.1628	394	1.2340	0.1646	1.2340	1.1109
No log	9.2093	396	1.1156	0.2141	1.1156	1.0562
No log	9.2558	398	1.0792	0.1909	1.0792	1.0389
No log	9.3023	400	1.1348	0.1530	1.1348	1.0652
No log	9.3488	402	1.2242	0.1176	1.2242	1.1064
No log	9.3953	404	1.3513	0.0014	1.3513	1.1625
No log	9.4419	406	1.4475	0.0014	1.4475	1.2031
No log	9.4884	408	1.6146	0.0220	1.6146	1.2707
No log	9.5349	410	1.6204	-0.0013	1.6204	1.2729
No log	9.5814	412	1.5474	0.0220	1.5474	1.2440
No log	9.6279	414	1.5915	0.0215	1.5915	1.2615
No log	9.6744	416	1.5358	0.0215	1.5358	1.2393
No log	9.7209	418	1.4209	0.0780	1.4209	1.1920
No log	9.7674	420	1.4097	0.0780	1.4097	1.1873
No log	9.8140	422	1.5244	0.0457	1.5244	1.2347
No log	9.8605	424	1.5491	0.0257	1.5491	1.2446
No log	9.9070	426	1.3998	0.0531	1.3998	1.1831
No log	9.9535	428	1.3401	0.0826	1.3401	1.1576
No log	10.0	430	1.4598	0.0493	1.4598	1.2082
No log	10.0465	432	1.4756	0.0758	1.4756	1.2148
No log	10.0930	434	1.4424	0.0758	1.4424	1.2010
No log	10.1395	436	1.3910	0.0758	1.3910	1.1794
No log	10.1860	438	1.3488	0.1280	1.3488	1.1614
No log	10.2326	440	1.3771	0.1017	1.3771	1.1735
No log	10.2791	442	1.3872	0.1224	1.3872	1.1778
No log	10.3256	444	1.4742	0.0684	1.4742	1.2142
No log	10.3721	446	1.5381	0.0389	1.5381	1.2402
No log	10.4186	448	1.5609	0.0389	1.5609	1.2493
No log	10.4651	450	1.4846	0.0632	1.4846	1.2185
No log	10.5116	452	1.5273	-0.0038	1.5273	1.2359
No log	10.5581	454	1.4465	0.0225	1.4465	1.2027
No log	10.6047	456	1.3303	0.1041	1.3303	1.1534
No log	10.6512	458	1.2677	0.1041	1.2677	1.1259
No log	10.6977	460	1.2162	0.1550	1.2162	1.1028
No log	10.7442	462	1.2546	0.0826	1.2546	1.1201
No log	10.7907	464	1.3515	0.0992	1.3515	1.1626
No log	10.8372	466	1.6060	-0.0026	1.6060	1.2673
No log	10.8837	468	1.6746	-0.0247	1.6746	1.2940
No log	10.9302	470	1.5505	0.0225	1.5505	1.2452
No log	10.9767	472	1.3978	0.0754	1.3978	1.1823
No log	11.0233	474	1.3328	0.0822	1.3328	1.1545
No log	11.0698	476	1.4316	0.0776	1.4316	1.1965
No log	11.1163	478	1.4865	0.0754	1.4865	1.2192
No log	11.1628	480	1.5125	0.0715	1.5125	1.2298
No log	11.2093	482	1.5571	-0.0026	1.5571	1.2478
No log	11.2558	484	1.5217	0.0205	1.5217	1.2336
No log	11.3023	486	1.4619	0.0225	1.4619	1.2091
No log	11.3488	488	1.3789	0.0497	1.3789	1.1743
No log	11.3953	490	1.3116	0.0497	1.3116	1.1453
No log	11.4419	492	1.1992	0.1588	1.1992	1.0951
No log	11.4884	494	1.1319	0.1723	1.1319	1.0639
No log	11.5349	496	1.2021	0.1312	1.2021	1.0964
No log	11.5814	498	1.3868	0.0014	1.3868	1.1776
0.3465	11.6279	500	1.6245	0.0	1.6245	1.2746
0.3465	11.6744	502	1.7437	0.0190	1.7437	1.3205
0.3465	11.7209	504	1.6870	0.0190	1.6870	1.2988
0.3465	11.7674	506	1.5228	0.0468	1.5228	1.2340
0.3465	11.8140	508	1.3313	0.1041	1.3313	1.1538
0.3465	11.8605	510	1.2305	0.1121	1.2305	1.1093
0.3465	11.9070	512	1.2862	0.0578	1.2862	1.1341
0.3465	11.9535	514	1.4136	0.1099	1.4136	1.1889
0.3465	12.0	516	1.5877	0.0357	1.5877	1.2600
0.3465	12.0465	518	1.5284	0.0578	1.5284	1.2363
0.3465	12.0930	520	1.5315	0.0748	1.5315	1.2375
0.3465	12.1395	522	1.5845	0.0578	1.5845	1.2588
0.3465	12.1860	524	1.5859	0.0595	1.5859	1.2593
0.3465	12.2326	526	1.5413	0.0397	1.5413	1.2415
0.3465	12.2791	528	1.3736	0.0537	1.3736	1.1720
0.3465	12.3256	530	1.2754	0.0799	1.2754	1.1293
0.3465	12.3721	532	1.2286	0.1371	1.2286	1.1084
0.3465	12.4186	534	1.2092	0.1371	1.2092	1.0996
0.3465	12.4651	536	1.2586	0.1341	1.2586	1.1219
0.3465	12.5116	538	1.3737	0.0497	1.3737	1.1720
0.3465	12.5581	540	1.4465	0.0497	1.4465	1.2027
0.3465	12.6047	542	1.5923	0.0190	1.5923	1.2619
0.3465	12.6512	544	1.6624	0.0171	1.6624	1.2893
0.3465	12.6977	546	1.5544	0.0659	1.5544	1.2468
0.3465	12.7442	548	1.4139	0.0505	1.4139	1.1891
0.3465	12.7907	550	1.2364	0.1094	1.2364	1.1120
0.3465	12.8372	552	1.1798	0.1401	1.1798	1.0862
0.3465	12.8837	554	1.2423	0.1341	1.2423	1.1146
0.3465	12.9302	556	1.2920	0.1067	1.2920	1.1367
0.3465	12.9767	558	1.3653	0.1017	1.3653	1.1685
0.3465	13.0233	560	1.4568	0.0901	1.4568	1.2070
0.3465	13.0698	562	1.3951	0.0263	1.3951	1.1812
0.3465	13.1163	564	1.2590	0.1094	1.2590	1.1221
0.3465	13.1628	566	1.2119	0.1371	1.2119	1.1008
0.3465	13.2093	568	1.0810	0.1758	1.0810	1.0397
0.3465	13.2558	570	0.9964	0.2271	0.9964	0.9982
0.3465	13.3023	572	1.0192	0.2032	1.0192	1.0096
0.3465	13.3488	574	1.1681	0.1654	1.1681	1.0808
0.3465	13.3953	576	1.3674	0.1519	1.3674	1.1694
0.3465	13.4419	578	1.4169	0.1226	1.4169	1.1903
0.3465	13.4884	580	1.4834	0.0945	1.4834	1.2180
0.3465	13.5349	582	1.6362	0.0373	1.6362	1.2791
0.3465	13.5814	584	1.7087	0.0389	1.7087	1.3072
0.3465	13.6279	586	1.6787	0.0440	1.6787	1.2957
0.3465	13.6744	588	1.6366	0.0468	1.6366	1.2793
0.3465	13.7209	590	1.5886	0.0246	1.5886	1.2604
0.3465	13.7674	592	1.6159	0.0246	1.6159	1.2712
0.3465	13.8140	594	1.7061	0.0190	1.7061	1.3062
0.3465	13.8605	596	1.6981	0.0422	1.6981	1.3031
0.3465	13.9070	598	1.6679	0.0190	1.6679	1.2915
0.3465	13.9535	600	1.4997	0.0449	1.4997	1.2246
0.3465	14.0	602	1.2940	0.1016	1.2940	1.1375
0.3465	14.0465	604	1.2000	0.1654	1.2000	1.0954
0.3465	14.0930	606	1.1976	0.1621	1.1976	1.0943
0.3465	14.1395	608	1.2505	0.1312	1.2505	1.1182
0.3465	14.1860	610	1.3624	0.1200	1.3624	1.1672
0.3465	14.2326	612	1.4173	0.0659	1.4173	1.1905
0.3465	14.2791	614	1.3774	0.0754	1.3774	1.1736
0.3465	14.3256	616	1.3689	0.0754	1.3689	1.1700
0.3465	14.3721	618	1.4233	0.0468	1.4233	1.1930
0.3465	14.4186	620	1.4275	0.0695	1.4275	1.1948
0.3465	14.4651	622	1.3850	0.0945	1.3850	1.1769
0.3465	14.5116	624	1.3611	0.0945	1.3611	1.1666
0.3465	14.5581	626	1.2932	0.1041	1.2932	1.1372
0.3465	14.6047	628	1.1735	0.1588	1.1735	1.0833
0.3465	14.6512	630	1.1482	0.1588	1.1482	1.0715
0.3465	14.6977	632	1.2513	0.1312	1.2513	1.1186
0.3465	14.7442	634	1.4605	0.0901	1.4605	1.2085
0.3465	14.7907	636	1.6080	0.0389	1.6080	1.2681
0.3465	14.8372	638	1.5737	0.0389	1.5737	1.2545
0.3465	14.8837	640	1.5172	0.0230	1.5172	1.2317
0.3465	14.9302	642	1.5266	0.0430	1.5266	1.2356
0.3465	14.9767	644	1.4983	0.0430	1.4983	1.2240
0.3465	15.0233	646	1.5659	0.0613	1.5659	1.2514
0.3465	15.0698	648	1.6187	0.0389	1.6187	1.2723
0.3465	15.1163	650	1.5612	0.0659	1.5612	1.2495
0.3465	15.1628	652	1.3887	0.0754	1.3887	1.1784
0.3465	15.2093	654	1.2563	0.0754	1.2563	1.1209
0.3465	15.2558	656	1.2731	0.0754	1.2731	1.1283
0.3465	15.3023	658	1.4080	0.0754	1.4080	1.1866
0.3465	15.3488	660	1.5372	-0.0013	1.5372	1.2398
0.3465	15.3953	662	1.5849	0.0241	1.5849	1.2589
0.3465	15.4419	664	1.6789	0.0241	1.6789	1.2957
0.3465	15.4884	666	1.7697	-0.0247	1.7697	1.3303
0.3465	15.5349	668	1.7567	-0.0026	1.7567	1.3254
0.3465	15.5814	670	1.5851	0.0	1.5851	1.2590
0.3465	15.6279	672	1.4215	0.0241	1.4215	1.1923
0.3465	15.6744	674	1.3411	0.0290	1.3411	1.1581
0.3465	15.7209	676	1.3225	0.0071	1.3225	1.1500
0.3465	15.7674	678	1.3784	0.0736	1.3784	1.1740
0.3465	15.8140	680	1.4487	0.0486	1.4487	1.2036
0.3465	15.8605	682	1.4518	0.0468	1.4518	1.2049
0.3465	15.9070	684	1.4051	0.0468	1.4051	1.1854
0.3465	15.9535	686	1.3584	0.0715	1.3584	1.1655
0.3465	16.0	688	1.3138	0.0754	1.3138	1.1462
0.3465	16.0465	690	1.3466	0.0776	1.3466	1.1604
0.3465	16.0930	692	1.3957	0.0517	1.3957	1.1814
0.3465	16.1395	694	1.3976	0.0517	1.3976	1.1822
0.3465	16.1860	696	1.3807	0.0486	1.3807	1.1751
0.3465	16.2326	698	1.2899	0.0715	1.2899	1.1358
0.3465	16.2791	700	1.1821	0.1341	1.1821	1.0873
0.3465	16.3256	702	1.1410	0.1401	1.1410	1.0682
0.3465	16.3721	704	1.1403	0.1176	1.1403	1.0678
0.3465	16.4186	706	1.1989	0.1337	1.1989	1.0950
0.3465	16.4651	708	1.3349	0.1226	1.3349	1.1554
0.3465	16.5116	710	1.4950	0.0468	1.4950	1.2227
0.3465	16.5581	712	1.6827	0.0767	1.6827	1.2972
0.3465	16.6047	714	1.7125	0.0389	1.7125	1.3086
0.3465	16.6512	716	1.6276	0.0200	1.6276	1.2758
0.3465	16.6977	718	1.5005	0.0505	1.5005	1.2250
0.3465	16.7442	720	1.3996	0.0088	1.3996	1.1830
0.3465	16.7907	722	1.4008	0.0537	1.4008	1.1836
0.3465	16.8372	724	1.4333	0.0754	1.4333	1.1972
0.3465	16.8837	726	1.4306	0.0754	1.4306	1.1961
0.3465	16.9302	728	1.3827	0.0754	1.3827	1.1759
0.3465	16.9767	730	1.3577	0.0776	1.3577	1.1652
0.3465	17.0233	732	1.3531	0.0754	1.3531	1.1632
0.3465	17.0698	734	1.4613	0.0715	1.4613	1.2088
0.3465	17.1163	736	1.6147	0.0186	1.6147	1.2707
0.3465	17.1628	738	1.7178	-0.0049	1.7178	1.3106
0.3465	17.2093	740	1.6734	-0.0049	1.6734	1.2936
0.3465	17.2558	742	1.4891	0.0246	1.4891	1.2203
0.3465	17.3023	744	1.2645	0.1121	1.2645	1.1245
0.3465	17.3488	746	1.1062	0.1795	1.1062	1.0518
0.3465	17.3953	748	1.0416	0.1671	1.0416	1.0206
0.3465	17.4419	750	1.0982	0.1360	1.0982	1.0480
0.3465	17.4884	752	1.1943	0.1148	1.1943	1.0928
0.3465	17.5349	754	1.2273	0.1148	1.2273	1.1079
0.3465	17.5814	756	1.3348	0.1067	1.3348	1.1553
0.3465	17.6279	758	1.5246	0.0475	1.5246	1.2348
0.3465	17.6744	760	1.7611	0.0560	1.7611	1.3271
0.3465	17.7209	762	1.7882	0.0560	1.7882	1.3372
0.3465	17.7674	764	1.6546	0.0413	1.6546	1.2863
0.3465	17.8140	766	1.4797	0.0505	1.4797	1.2164
0.3465	17.8605	768	1.3912	0.0524	1.3912	1.1795
0.3465	17.9070	770	1.3561	0.0544	1.3561	1.1645
0.3465	17.9535	772	1.3869	0.0505	1.3869	1.1777
0.3465	18.0	774	1.3675	0.0505	1.3675	1.1694
0.3465	18.0465	776	1.3343	0.0537	1.3343	1.1551
0.3465	18.0930	778	1.3506	0.0754	1.3506	1.1622
0.3465	18.1395	780	1.3802	0.0754	1.3802	1.1748
0.3465	18.1860	782	1.4038	0.0754	1.4038	1.1848
0.3465	18.2326	784	1.4026	0.0497	1.4026	1.1843
0.3465	18.2791	786	1.3035	0.0578	1.3035	1.1417
0.3465	18.3256	788	1.2367	0.1121	1.2367	1.1121
0.3465	18.3721	790	1.1873	0.1148	1.1873	1.0896
0.3465	18.4186	792	1.2034	0.1148	1.2034	1.0970
0.3465	18.4651	794	1.3130	0.0822	1.3130	1.1459
0.3465	18.5116	796	1.4508	0.0246	1.4508	1.2045
0.3465	18.5581	798	1.5068	0.0246	1.5068	1.2275
0.3465	18.6047	800	1.5807	0.0	1.5807	1.2573
0.3465	18.6512	802	1.6345	0.0	1.6345	1.2785
0.3465	18.6977	804	1.6230	0.0225	1.6230	1.2740
0.3465	18.7442	806	1.5610	0.0225	1.5610	1.2494
0.3465	18.7907	808	1.4643	0.0486	1.4643	1.2101
0.3465	18.8372	810	1.4666	0.0241	1.4666	1.2110
0.3465	18.8837	812	1.5130	0.0225	1.5130	1.2300
0.3465	18.9302	814	1.4889	0.0225	1.4889	1.2202
0.3465	18.9767	816	1.4550	0.0225	1.4550	1.2062
0.3465	19.0233	818	1.4542	0.0	1.4542	1.2059
0.3465	19.0698	820	1.4219	0.0246	1.4219	1.1925
0.3465	19.1163	822	1.3282	0.0263	1.3282	1.1525
0.3465	19.1628	824	1.2399	0.0351	1.2399	1.1135
0.3465	19.2093	826	1.2534	0.0370	1.2534	1.1195
0.3465	19.2558	828	1.3108	0.0088	1.3108	1.1449
0.3465	19.3023	830	1.4526	0.0263	1.4526	1.2052
0.3465	19.3488	832	1.6005	0.0	1.6005	1.2651
0.3465	19.3953	834	1.6785	0.0	1.6785	1.2956
0.3465	19.4419	836	1.6315	0.0	1.6315	1.2773
0.3465	19.4884	838	1.4988	0.0	1.4988	1.2242
0.3465	19.5349	840	1.4022	0.0263	1.4022	1.1841
0.3465	19.5814	842	1.4043	0.0263	1.4043	1.1851
0.3465	19.6279	844	1.4265	0.0263	1.4265	1.1943
0.3465	19.6744	846	1.4433	0.0246	1.4433	1.2014
0.3465	19.7209	848	1.4660	0.0	1.4660	1.2108
0.3465	19.7674	850	1.4778	0.0	1.4778	1.2156
0.3465	19.8140	852	1.4855	0.0	1.4855	1.2188
0.3465	19.8605	854	1.4039	0.0263	1.4039	1.1849
0.3465	19.9070	856	1.4097	0.0263	1.4097	1.1873
0.3465	19.9535	858	1.4064	0.0246	1.4064	1.1859
0.3465	20.0	860	1.4514	0.0246	1.4514	1.2047
0.3465	20.0465	862	1.4822	0.0	1.4822	1.2174
0.3465	20.0930	864	1.5059	0.0	1.5059	1.2271
0.3465	20.1395	866	1.5292	0.0	1.5292	1.2366
0.3465	20.1860	868	1.5237	0.0	1.5237	1.2344
0.3465	20.2326	870	1.5928	0.0	1.5928	1.2621

Framework versions

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