ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_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: 1.2079
• Qwk: 0.1784
• Mse: 1.2079
• Rmse: 1.0991

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	0.0274	2	4.5693	0.0010	4.5693	2.1376
No log	0.0548	4	2.5012	0.0401	2.5012	1.5815
No log	0.0822	6	1.9670	-0.0575	1.9670	1.4025
No log	0.1096	8	2.3593	-0.0841	2.3593	1.5360
No log	0.1370	10	1.7612	-0.0563	1.7612	1.3271
No log	0.1644	12	1.6777	0.1027	1.6777	1.2953
No log	0.1918	14	1.5480	0.1198	1.5480	1.2442
No log	0.2192	16	1.6242	0.0618	1.6242	1.2745
No log	0.2466	18	1.4687	0.1708	1.4687	1.2119
No log	0.2740	20	1.4122	0.1568	1.4122	1.1884
No log	0.3014	22	1.4343	0.1226	1.4343	1.1976
No log	0.3288	24	1.4289	0.1340	1.4289	1.1953
No log	0.3562	26	1.6040	0.1199	1.6040	1.2665
No log	0.3836	28	2.1657	0.0948	2.1657	1.4716
No log	0.4110	30	2.8416	0.1178	2.8416	1.6857
No log	0.4384	32	2.3175	0.1646	2.3175	1.5223
No log	0.4658	34	1.3721	0.2733	1.3721	1.1714
No log	0.4932	36	1.1990	0.2507	1.1990	1.0950
No log	0.5205	38	1.3320	0.2898	1.3319	1.1541
No log	0.5479	40	1.6249	0.2120	1.6249	1.2747
No log	0.5753	42	2.0563	0.1337	2.0563	1.4340
No log	0.6027	44	2.0264	0.1814	2.0264	1.4235
No log	0.6301	46	1.8028	0.1597	1.8028	1.3427
No log	0.6575	48	1.5045	0.2128	1.5045	1.2266
No log	0.6849	50	1.3152	0.3000	1.3152	1.1468
No log	0.7123	52	1.5193	0.3552	1.5193	1.2326
No log	0.7397	54	1.7731	0.1952	1.7731	1.3316
No log	0.7671	56	1.6754	0.2491	1.6754	1.2944
No log	0.7945	58	1.2078	0.3390	1.2078	1.0990
No log	0.8219	60	1.0392	0.3397	1.0392	1.0194
No log	0.8493	62	0.9837	0.4368	0.9837	0.9918
No log	0.8767	64	1.1128	0.2702	1.1128	1.0549
No log	0.9041	66	1.2307	0.3042	1.2307	1.1094
No log	0.9315	68	1.2140	0.2922	1.2140	1.1018
No log	0.9589	70	1.2843	0.3117	1.2843	1.1333
No log	0.9863	72	1.4004	0.2943	1.4004	1.1834
No log	1.0137	74	1.3171	0.3099	1.3171	1.1476
No log	1.0411	76	1.2010	0.3092	1.2010	1.0959
No log	1.0685	78	1.1089	0.2786	1.1089	1.0530
No log	1.0959	80	1.1678	0.1999	1.1678	1.0807
No log	1.1233	82	1.3128	0.1549	1.3128	1.1458
No log	1.1507	84	1.3771	0.2201	1.3771	1.1735
No log	1.1781	86	1.3376	0.3088	1.3376	1.1566
No log	1.2055	88	1.3269	0.3355	1.3269	1.1519
No log	1.2329	90	1.5358	0.2692	1.5358	1.2393
No log	1.2603	92	1.4281	0.3091	1.4281	1.1950
No log	1.2877	94	1.0473	0.3427	1.0473	1.0234
No log	1.3151	96	1.1337	0.3845	1.1337	1.0647
No log	1.3425	98	1.1342	0.3534	1.1342	1.0650
No log	1.3699	100	1.8435	0.2821	1.8435	1.3578
No log	1.3973	102	3.2070	0.1076	3.2070	1.7908
No log	1.4247	104	2.9682	0.1134	2.9682	1.7229
No log	1.4521	106	1.8894	0.2704	1.8894	1.3746
No log	1.4795	108	0.9756	0.3123	0.9756	0.9877
No log	1.5068	110	0.9733	0.4105	0.9733	0.9866
No log	1.5342	112	0.9400	0.3632	0.9400	0.9696
No log	1.5616	114	0.9883	0.3157	0.9883	0.9942
No log	1.5890	116	1.4851	0.3167	1.4851	1.2186
No log	1.6164	118	1.9827	0.2263	1.9827	1.4081
No log	1.6438	120	2.1108	0.1571	2.1108	1.4529
No log	1.6712	122	1.8960	0.2331	1.8960	1.3769
No log	1.6986	124	1.5881	0.2980	1.5881	1.2602
No log	1.7260	126	1.2160	0.3108	1.2160	1.1027
No log	1.7534	128	0.9769	0.3675	0.9769	0.9884
No log	1.7808	130	0.9668	0.4677	0.9668	0.9833
No log	1.8082	132	1.2384	0.3534	1.2384	1.1128
No log	1.8356	134	1.6883	0.3778	1.6883	1.2993
No log	1.8630	136	1.4803	0.3148	1.4803	1.2167
No log	1.8904	138	1.1276	0.4145	1.1276	1.0619
No log	1.9178	140	1.0523	0.3204	1.0523	1.0258
No log	1.9452	142	1.0703	0.3524	1.0703	1.0346
No log	1.9726	144	1.1444	0.3289	1.1444	1.0698
No log	2.0	146	1.1550	0.3289	1.1550	1.0747
No log	2.0274	148	1.1405	0.3515	1.1405	1.0679
No log	2.0548	150	1.0618	0.3953	1.0618	1.0305
No log	2.0822	152	1.0349	0.4636	1.0349	1.0173
No log	2.1096	154	1.0416	0.3825	1.0416	1.0206
No log	2.1370	156	1.0305	0.3831	1.0305	1.0151
No log	2.1644	158	1.0498	0.4846	1.0498	1.0246
No log	2.1918	160	1.0229	0.4716	1.0229	1.0114
No log	2.2192	162	1.0911	0.3528	1.0911	1.0446
No log	2.2466	164	1.1813	0.3201	1.1813	1.0869
No log	2.2740	166	1.1535	0.3050	1.1535	1.0740
No log	2.3014	168	1.2087	0.2347	1.2087	1.0994
No log	2.3288	170	1.1570	0.2940	1.1570	1.0756
No log	2.3562	172	1.0555	0.3529	1.0555	1.0274
No log	2.3836	174	1.0398	0.2541	1.0398	1.0197
No log	2.4110	176	1.0776	0.3218	1.0776	1.0381
No log	2.4384	178	1.3446	0.3453	1.3446	1.1596
No log	2.4658	180	1.5890	0.2461	1.5890	1.2606
No log	2.4932	182	1.3824	0.3898	1.3824	1.1757
No log	2.5205	184	1.1122	0.2739	1.1122	1.0546
No log	2.5479	186	1.1341	0.3232	1.1341	1.0649
No log	2.5753	188	1.2150	0.3361	1.2150	1.1023
No log	2.6027	190	1.3092	0.3611	1.3092	1.1442
No log	2.6301	192	1.1821	0.2507	1.1821	1.0873
No log	2.6575	194	1.0817	0.3142	1.0817	1.0401
No log	2.6849	196	1.1162	0.3761	1.1162	1.0565
No log	2.7123	198	1.0503	0.3711	1.0503	1.0248
No log	2.7397	200	1.0089	0.3249	1.0089	1.0045
No log	2.7671	202	1.0510	0.3480	1.0510	1.0252
No log	2.7945	204	1.2445	0.2963	1.2445	1.1156
No log	2.8219	206	1.2638	0.2703	1.2638	1.1242
No log	2.8493	208	1.1718	0.3028	1.1718	1.0825
No log	2.8767	210	1.0674	0.3355	1.0674	1.0332
No log	2.9041	212	1.0384	0.2803	1.0384	1.0190
No log	2.9315	214	1.0391	0.3085	1.0391	1.0194
No log	2.9589	216	1.0765	0.2939	1.0765	1.0376
No log	2.9863	218	1.2684	0.3574	1.2684	1.1262
No log	3.0137	220	1.3199	0.3259	1.3199	1.1489
No log	3.0411	222	1.1165	0.3226	1.1165	1.0566
No log	3.0685	224	0.9971	0.2622	0.9971	0.9985
No log	3.0959	226	1.0022	0.3383	1.0022	1.0011
No log	3.1233	228	1.0321	0.3873	1.0321	1.0159
No log	3.1507	230	1.2987	0.3340	1.2987	1.1396
No log	3.1781	232	1.3540	0.2508	1.3540	1.1636
No log	3.2055	234	1.1188	0.4083	1.1188	1.0577
No log	3.2329	236	1.0281	0.3467	1.0281	1.0139
No log	3.2603	238	1.0510	0.3321	1.0510	1.0252
No log	3.2877	240	1.1782	0.3207	1.1782	1.0854
No log	3.3151	242	1.2006	0.2597	1.2006	1.0957
No log	3.3425	244	1.2985	0.2619	1.2985	1.1395
No log	3.3699	246	1.2277	0.2600	1.2277	1.1080
No log	3.3973	248	1.0913	0.3564	1.0913	1.0447
No log	3.4247	250	1.1230	0.3803	1.1230	1.0597
No log	3.4521	252	1.2489	0.3147	1.2489	1.1175
No log	3.4795	254	1.2892	0.3188	1.2892	1.1354
No log	3.5068	256	1.3065	0.2964	1.3065	1.1430
No log	3.5342	258	1.1941	0.2688	1.1941	1.0927
No log	3.5616	260	1.1858	0.2444	1.1858	1.0889
No log	3.5890	262	1.1476	0.2702	1.1476	1.0713
No log	3.6164	264	1.0736	0.3095	1.0736	1.0361
No log	3.6438	266	1.0276	0.3805	1.0276	1.0137
No log	3.6712	268	1.1417	0.2702	1.1417	1.0685
No log	3.6986	270	1.3566	0.2650	1.3566	1.1647
No log	3.7260	272	1.2765	0.2593	1.2765	1.1298
No log	3.7534	274	1.1069	0.3634	1.1069	1.0521
No log	3.7808	276	1.0929	0.3838	1.0929	1.0454
No log	3.8082	278	1.0297	0.4177	1.0297	1.0148
No log	3.8356	280	1.0082	0.4162	1.0082	1.0041
No log	3.8630	282	1.0161	0.3774	1.0161	1.0080
No log	3.8904	284	1.1414	0.3074	1.1414	1.0684
No log	3.9178	286	1.2119	0.2377	1.2119	1.1008
No log	3.9452	288	1.1076	0.2702	1.1076	1.0524
No log	3.9726	290	1.0695	0.2311	1.0695	1.0342
No log	4.0	292	1.0934	0.3213	1.0934	1.0457
No log	4.0274	294	1.1738	0.3031	1.1738	1.0834
No log	4.0548	296	1.3372	0.2582	1.3372	1.1564
No log	4.0822	298	1.2003	0.3399	1.2003	1.0956
No log	4.1096	300	1.0799	0.3797	1.0799	1.0392
No log	4.1370	302	1.0791	0.3556	1.0791	1.0388
No log	4.1644	304	1.2458	0.3633	1.2458	1.1162
No log	4.1918	306	1.3092	0.3044	1.3092	1.1442
No log	4.2192	308	1.1730	0.2916	1.1730	1.0831
No log	4.2466	310	1.0054	0.3399	1.0054	1.0027
No log	4.2740	312	0.9863	0.4241	0.9863	0.9931
No log	4.3014	314	0.9729	0.4808	0.9729	0.9864
No log	4.3288	316	0.9750	0.4841	0.9750	0.9874
No log	4.3562	318	0.9620	0.4196	0.9620	0.9808
No log	4.3836	320	0.9675	0.4196	0.9675	0.9836
No log	4.4110	322	1.0439	0.4330	1.0439	1.0217
No log	4.4384	324	1.1396	0.3284	1.1396	1.0675
No log	4.4658	326	1.0608	0.3305	1.0608	1.0299
No log	4.4932	328	0.9789	0.3443	0.9789	0.9894
No log	4.5205	330	0.9890	0.3443	0.9890	0.9945
No log	4.5479	332	1.0530	0.2796	1.0530	1.0261
No log	4.5753	334	1.1589	0.2191	1.1589	1.0765
No log	4.6027	336	1.1435	0.2374	1.1435	1.0693
No log	4.6301	338	1.1635	0.2374	1.1635	1.0787
No log	4.6575	340	1.1263	0.2640	1.1263	1.0613
No log	4.6849	342	1.0396	0.3601	1.0396	1.0196
No log	4.7123	344	1.0264	0.4181	1.0264	1.0131
No log	4.7397	346	1.0282	0.4181	1.0282	1.0140
No log	4.7671	348	1.0261	0.3918	1.0261	1.0130
No log	4.7945	350	1.1041	0.2742	1.1041	1.0508
No log	4.8219	352	1.1786	0.2565	1.1786	1.0856
No log	4.8493	354	1.1429	0.2374	1.1429	1.0691
No log	4.8767	356	1.0946	0.2891	1.0946	1.0462
No log	4.9041	358	1.0677	0.2871	1.0677	1.0333
No log	4.9315	360	1.0918	0.2786	1.0918	1.0449
No log	4.9589	362	1.0795	0.2521	1.0795	1.0390
No log	4.9863	364	1.0411	0.2697	1.0411	1.0203
No log	5.0137	366	1.0356	0.2892	1.0356	1.0176
No log	5.0411	368	1.0857	0.2049	1.0857	1.0420
No log	5.0685	370	1.1824	0.2473	1.1824	1.0874
No log	5.0959	372	1.1705	0.2388	1.1705	1.0819
No log	5.1233	374	1.1003	0.2388	1.1003	1.0489
No log	5.1507	376	1.0913	0.2388	1.0913	1.0446
No log	5.1781	378	1.0210	0.2605	1.0210	1.0105
No log	5.2055	380	0.9747	0.4612	0.9747	0.9873
No log	5.2329	382	0.9809	0.4181	0.9809	0.9904
No log	5.2603	384	1.0247	0.3881	1.0247	1.0123
No log	5.2877	386	1.0795	0.2549	1.0795	1.0390
No log	5.3151	388	1.0966	0.2424	1.0966	1.0472
No log	5.3425	390	1.0479	0.3250	1.0479	1.0237
No log	5.3699	392	1.0252	0.4409	1.0252	1.0125
No log	5.3973	394	1.0317	0.4820	1.0317	1.0157
No log	5.4247	396	1.0033	0.3885	1.0033	1.0016
No log	5.4521	398	1.0488	0.2896	1.0488	1.0241
No log	5.4795	400	1.1139	0.2539	1.1139	1.0554
No log	5.5068	402	1.1256	0.2459	1.1256	1.0609
No log	5.5342	404	1.0971	0.2467	1.0971	1.0474
No log	5.5616	406	1.0261	0.3154	1.0261	1.0130
No log	5.5890	408	1.0015	0.3301	1.0015	1.0007
No log	5.6164	410	1.0003	0.3301	1.0003	1.0001
No log	5.6438	412	1.0698	0.3149	1.0698	1.0343
No log	5.6712	414	1.3512	0.2114	1.3512	1.1624
No log	5.6986	416	1.4845	0.2634	1.4845	1.2184
No log	5.7260	418	1.2901	0.2783	1.2901	1.1358
No log	5.7534	420	1.0798	0.3767	1.0798	1.0391
No log	5.7808	422	1.0279	0.4232	1.0279	1.0139
No log	5.8082	424	1.0076	0.3849	1.0076	1.0038
No log	5.8356	426	0.9948	0.4124	0.9948	0.9974
No log	5.8630	428	1.0116	0.3913	1.0116	1.0058
No log	5.8904	430	1.0601	0.2417	1.0601	1.0296
No log	5.9178	432	1.0254	0.3820	1.0254	1.0126
No log	5.9452	434	0.9571	0.4628	0.9571	0.9783
No log	5.9726	436	0.9802	0.3986	0.9802	0.9901
No log	6.0	438	0.9653	0.3934	0.9653	0.9825
No log	6.0274	440	0.9486	0.4535	0.9486	0.9740
No log	6.0548	442	1.0031	0.3859	1.0031	1.0015
No log	6.0822	444	1.0378	0.3805	1.0378	1.0187
No log	6.1096	446	1.1558	0.3998	1.1558	1.0751
No log	6.1370	448	1.1702	0.3621	1.1702	1.0818
No log	6.1644	450	1.0407	0.3572	1.0407	1.0201
No log	6.1918	452	0.9889	0.3775	0.9889	0.9944
No log	6.2192	454	0.9504	0.4634	0.9504	0.9749
No log	6.2466	456	0.9524	0.4916	0.9524	0.9759
No log	6.2740	458	0.9577	0.3780	0.9577	0.9786
No log	6.3014	460	1.0063	0.2138	1.0063	1.0032
No log	6.3288	462	1.0627	0.2705	1.0627	1.0309
No log	6.3562	464	1.0513	0.2807	1.0513	1.0253
No log	6.3836	466	0.9992	0.3355	0.9992	0.9996
No log	6.4110	468	0.9958	0.3596	0.9958	0.9979
No log	6.4384	470	1.0234	0.3355	1.0234	1.0116
No log	6.4658	472	1.0929	0.2597	1.0929	1.0454
No log	6.4932	474	1.0899	0.3330	1.0899	1.0440
No log	6.5205	476	1.0472	0.3199	1.0472	1.0233
No log	6.5479	478	1.0742	0.3193	1.0742	1.0364
No log	6.5753	480	1.0741	0.2870	1.0741	1.0364
No log	6.6027	482	1.0607	0.2963	1.0607	1.0299
No log	6.6301	484	1.0056	0.3668	1.0056	1.0028
No log	6.6575	486	0.9496	0.4801	0.9496	0.9745
No log	6.6849	488	0.9459	0.4757	0.9459	0.9726
No log	6.7123	490	0.9357	0.4662	0.9357	0.9673
No log	6.7397	492	0.9321	0.5137	0.9321	0.9654
No log	6.7671	494	1.0291	0.3424	1.0291	1.0145
No log	6.7945	496	1.1846	0.1371	1.1846	1.0884
No log	6.8219	498	1.2348	0.1481	1.2348	1.1112
0.3585	6.8493	500	1.1596	0.1460	1.1596	1.0769
0.3585	6.8767	502	1.0790	0.2532	1.0790	1.0388
0.3585	6.9041	504	1.0122	0.3082	1.0122	1.0061
0.3585	6.9315	506	1.0077	0.2939	1.0077	1.0038
0.3585	6.9589	508	1.0024	0.3010	1.0024	1.0012
0.3585	6.9863	510	1.0601	0.2768	1.0601	1.0296
0.3585	7.0137	512	1.1385	0.2763	1.1385	1.0670
0.3585	7.0411	514	1.1649	0.2619	1.1649	1.0793
0.3585	7.0685	516	1.1435	0.2918	1.1435	1.0693
0.3585	7.0959	518	1.0524	0.2815	1.0524	1.0258
0.3585	7.1233	520	1.0173	0.3387	1.0173	1.0086
0.3585	7.1507	522	1.0207	0.3210	1.0207	1.0103
0.3585	7.1781	524	1.0331	0.3571	1.0331	1.0164
0.3585	7.2055	526	1.0867	0.2864	1.0867	1.0425
0.3585	7.2329	528	1.0986	0.2864	1.0986	1.0481
0.3585	7.2603	530	1.0537	0.3082	1.0537	1.0265
0.3585	7.2877	532	1.0464	0.3276	1.0464	1.0229
0.3585	7.3151	534	1.0802	0.2961	1.0802	1.0393
0.3585	7.3425	536	1.1095	0.2622	1.1095	1.0533
0.3585	7.3699	538	1.0780	0.2961	1.0780	1.0383
0.3585	7.3973	540	1.0836	0.2961	1.0836	1.0409
0.3585	7.4247	542	1.0517	0.3472	1.0517	1.0255
0.3585	7.4521	544	1.0373	0.3283	1.0373	1.0185
0.3585	7.4795	546	1.0390	0.3472	1.0390	1.0193
0.3585	7.5068	548	1.0682	0.2961	1.0682	1.0335
0.3585	7.5342	550	1.1006	0.2816	1.1006	1.0491
0.3585	7.5616	552	1.1454	0.2388	1.1454	1.0702
0.3585	7.5890	554	1.1326	0.2388	1.1326	1.0642
0.3585	7.6164	556	1.0756	0.2527	1.0756	1.0371
0.3585	7.6438	558	1.0566	0.3011	1.0566	1.0279
0.3585	7.6712	560	1.0513	0.3011	1.0513	1.0253
0.3585	7.6986	562	1.0827	0.2912	1.0827	1.0405
0.3585	7.7260	564	1.1335	0.2388	1.1335	1.0646
0.3585	7.7534	566	1.1190	0.2482	1.1190	1.0578
0.3585	7.7808	568	1.0463	0.3276	1.0463	1.0229
0.3585	7.8082	570	1.0230	0.3685	1.0230	1.0114
0.3585	7.8356	572	1.0396	0.3345	1.0396	1.0196
0.3585	7.8630	574	1.0430	0.3094	1.0430	1.0213
0.3585	7.8904	576	1.0480	0.3115	1.0480	1.0237
0.3585	7.9178	578	1.0963	0.2298	1.0963	1.0470
0.3585	7.9452	580	1.1029	0.1959	1.1029	1.0502
0.3585	7.9726	582	1.0915	0.2395	1.0915	1.0447
0.3585	8.0	584	1.0798	0.2482	1.0798	1.0391
0.3585	8.0274	586	1.0390	0.3149	1.0390	1.0193
0.3585	8.0548	588	1.0012	0.3969	1.0012	1.0006
0.3585	8.0822	590	1.0016	0.375	1.0016	1.0008
0.3585	8.1096	592	1.0587	0.3852	1.0587	1.0289
0.3585	8.1370	594	1.1556	0.3471	1.1556	1.0750
0.3585	8.1644	596	1.2097	0.2503	1.2097	1.0999
0.3585	8.1918	598	1.1387	0.2721	1.1387	1.0671
0.3585	8.2192	600	1.1129	0.3056	1.1129	1.0549
0.3585	8.2466	602	1.1068	0.3056	1.1068	1.0521
0.3585	8.2740	604	1.0748	0.2567	1.0748	1.0367
0.3585	8.3014	606	1.0771	0.2567	1.0771	1.0378
0.3585	8.3288	608	1.0874	0.2469	1.0874	1.0428
0.3585	8.3562	610	1.1126	0.2622	1.1126	1.0548
0.3585	8.3836	612	1.1134	0.2622	1.1134	1.0552
0.3585	8.4110	614	1.0783	0.2730	1.0783	1.0384
0.3585	8.4384	616	1.0773	0.3012	1.0773	1.0379
0.3585	8.4658	618	1.0933	0.3009	1.0933	1.0456
0.3585	8.4932	620	1.1094	0.2760	1.1094	1.0533
0.3585	8.5205	622	1.1583	0.3357	1.1583	1.0762
0.3585	8.5479	624	1.2182	0.2522	1.2182	1.1037
0.3585	8.5753	626	1.2094	0.2522	1.2094	1.0997
0.3585	8.6027	628	1.1965	0.2522	1.1965	1.0938
0.3585	8.6301	630	1.1684	0.2108	1.1684	1.0809
0.3585	8.6575	632	1.1856	0.1784	1.1856	1.0889
0.3585	8.6849	634	1.1877	0.1784	1.1877	1.0898
0.3585	8.7123	636	1.1824	0.1730	1.1824	1.0874
0.3585	8.7397	638	1.1249	0.2891	1.1249	1.0606
0.3585	8.7671	640	1.0889	0.2831	1.0889	1.0435
0.3585	8.7945	642	1.0908	0.3014	1.0908	1.0444
0.3585	8.8219	644	1.1281	0.2700	1.1281	1.0621
0.3585	8.8493	646	1.1726	0.3452	1.1726	1.0829
0.3585	8.8767	648	1.1780	0.3508	1.1780	1.0854
0.3585	8.9041	650	1.1461	0.3152	1.1461	1.0706
0.3585	8.9315	652	1.1184	0.3009	1.1184	1.0576
0.3585	8.9589	654	1.0786	0.2432	1.0786	1.0386
0.3585	8.9863	656	1.0679	0.2716	1.0679	1.0334
0.3585	9.0137	658	1.0697	0.3110	1.0697	1.0343
0.3585	9.0411	660	1.0785	0.3505	1.0785	1.0385
0.3585	9.0685	662	1.1041	0.3505	1.1041	1.0508
0.3585	9.0959	664	1.1185	0.3798	1.1185	1.0576
0.3585	9.1233	666	1.1173	0.3798	1.1173	1.0570
0.3585	9.1507	668	1.0932	0.3305	1.0932	1.0456
0.3585	9.1781	670	1.0618	0.3033	1.0618	1.0304
0.3585	9.2055	672	1.0803	0.3519	1.0803	1.0394
0.3585	9.2329	674	1.1142	0.3452	1.1142	1.0555
0.3585	9.2603	676	1.1372	0.2937	1.1372	1.0664
0.3585	9.2877	678	1.1546	0.2110	1.1546	1.0745
0.3585	9.3151	680	1.1543	0.1784	1.1543	1.0744
0.3585	9.3425	682	1.1020	0.2482	1.1020	1.0498
0.3585	9.3699	684	1.0467	0.3009	1.0467	1.0231
0.3585	9.3973	686	1.0358	0.3602	1.0358	1.0177
0.3585	9.4247	688	1.0634	0.2912	1.0634	1.0312
0.3585	9.4521	690	1.1433	0.3373	1.1433	1.0693
0.3585	9.4795	692	1.3039	0.2846	1.3039	1.1419
0.3585	9.5068	694	1.3612	0.2576	1.3612	1.1667
0.3585	9.5342	696	1.3343	0.2311	1.3343	1.1551
0.3585	9.5616	698	1.2332	0.2289	1.2332	1.1105
0.3585	9.5890	700	1.1769	0.2150	1.1769	1.0849
0.3585	9.6164	702	1.1677	0.2150	1.1677	1.0806
0.3585	9.6438	704	1.2061	0.1404	1.2061	1.0982
0.3585	9.6712	706	1.1841	0.1730	1.1841	1.0881
0.3585	9.6986	708	1.0931	0.3409	1.0931	1.0455
0.3585	9.7260	710	1.0626	0.3179	1.0626	1.0308
0.3585	9.7534	712	1.0774	0.3128	1.0774	1.0380
0.3585	9.7808	714	1.1224	0.2150	1.1224	1.0594
0.3585	9.8082	716	1.1040	0.3033	1.1040	1.0507
0.3585	9.8356	718	1.1037	0.3409	1.1037	1.0506
0.3585	9.8630	720	1.0871	0.2986	1.0871	1.0426
0.3585	9.8904	722	1.0613	0.3082	1.0613	1.0302
0.3585	9.9178	724	1.0395	0.2989	1.0395	1.0195
0.3585	9.9452	726	1.0379	0.3381	1.0379	1.0188
0.3585	9.9726	728	1.0362	0.3365	1.0362	1.0179
0.3585	10.0	730	1.0141	0.3365	1.0141	1.0070
0.3585	10.0274	732	1.0134	0.3365	1.0134	1.0067
0.3585	10.0548	734	1.0204	0.3365	1.0204	1.0101
0.3585	10.0822	736	1.0540	0.3505	1.0540	1.0267
0.3585	10.1096	738	1.1712	0.2431	1.1712	1.0822
0.3585	10.1370	740	1.2289	0.1481	1.2289	1.1085
0.3585	10.1644	742	1.1716	0.2112	1.1716	1.0824
0.3585	10.1918	744	1.0639	0.3152	1.0639	1.0315
0.3585	10.2192	746	1.0097	0.3365	1.0097	1.0049
0.3585	10.2466	748	1.0035	0.3365	1.0035	1.0017
0.3585	10.2740	750	1.0206	0.3106	1.0206	1.0103
0.3585	10.3014	752	1.0488	0.3152	1.0488	1.0241
0.3585	10.3288	754	1.0927	0.2532	1.0927	1.0453
0.3585	10.3562	756	1.1132	0.2110	1.1132	1.0551
0.3585	10.3836	758	1.0518	0.3534	1.0518	1.0256
0.3585	10.4110	760	0.9703	0.3852	0.9703	0.9850
0.3585	10.4384	762	0.9507	0.3758	0.9507	0.9751
0.3585	10.4658	764	0.9506	0.3924	0.9506	0.9750
0.3585	10.4932	766	0.9705	0.3169	0.9705	0.9851
0.3585	10.5205	768	0.9930	0.3128	0.9930	0.9965
0.3585	10.5479	770	0.9968	0.3128	0.9968	0.9984
0.3585	10.5753	772	1.0018	0.3128	1.0018	1.0009
0.3585	10.6027	774	1.0043	0.3128	1.0043	1.0022
0.3585	10.6301	776	1.0447	0.3269	1.0447	1.0221
0.3585	10.6575	778	1.0749	0.3466	1.0749	1.0368
0.3585	10.6849	780	1.0263	0.3381	1.0263	1.0130
0.3585	10.7123	782	0.9749	0.3255	0.9749	0.9874
0.3585	10.7397	784	0.9706	0.3550	0.9706	0.9852
0.3585	10.7671	786	0.9765	0.3701	0.9765	0.9882
0.3585	10.7945	788	1.0159	0.3033	1.0159	1.0079
0.3585	10.8219	790	1.0626	0.3548	1.0626	1.0308
0.3585	10.8493	792	1.1360	0.2532	1.1360	1.0658
0.3585	10.8767	794	1.1607	0.2202	1.1607	1.0774
0.3585	10.9041	796	1.1252	0.3534	1.1252	1.0607
0.3585	10.9315	798	1.0544	0.3106	1.0544	1.0269
0.3585	10.9589	800	1.0165	0.2795	1.0165	1.0082
0.3585	10.9863	802	1.0167	0.3034	1.0167	1.0083
0.3585	11.0137	804	1.0502	0.3185	1.0502	1.0248
0.3585	11.0411	806	1.1388	0.4247	1.1388	1.0671
0.3585	11.0685	808	1.1874	0.3314	1.1874	1.0897
0.3585	11.0959	810	1.2030	0.3521	1.2030	1.0968
0.3585	11.1233	812	1.2251	0.3030	1.2251	1.1069
0.3585	11.1507	814	1.1889	0.3030	1.1889	1.0904
0.3585	11.1781	816	1.1158	0.3030	1.1158	1.0563
0.3585	11.2055	818	1.0597	0.3104	1.0597	1.0294
0.3585	11.2329	820	1.0489	0.3199	1.0489	1.0242
0.3585	11.2603	822	1.0668	0.2748	1.0668	1.0328
0.3585	11.2877	824	1.1013	0.3152	1.1013	1.0494
0.3585	11.3151	826	1.1801	0.1784	1.1801	1.0863
0.3585	11.3425	828	1.2129	0.1784	1.2129	1.1013
0.3585	11.3699	830	1.1481	0.1875	1.1481	1.0715
0.3585	11.3973	832	1.1131	0.2243	1.1131	1.0551
0.3585	11.4247	834	1.0871	0.3655	1.0871	1.0426
0.3585	11.4521	836	1.0929	0.3655	1.0929	1.0454
0.3585	11.4795	838	1.0855	0.3705	1.0855	1.0419
0.3585	11.5068	840	1.0903	0.3430	1.0903	1.0442
0.3585	11.5342	842	1.0804	0.3744	1.0804	1.0394
0.3585	11.5616	844	1.0735	0.3705	1.0735	1.0361
0.3585	11.5890	846	1.0777	0.3705	1.0777	1.0381
0.3585	11.6164	848	1.0455	0.4023	1.0455	1.0225
0.3585	11.6438	850	1.0383	0.4023	1.0383	1.0190
0.3585	11.6712	852	1.0595	0.3560	1.0595	1.0293
0.3585	11.6986	854	1.0724	0.3925	1.0724	1.0356
0.3585	11.7260	856	1.0354	0.3560	1.0354	1.0176
0.3585	11.7534	858	0.9944	0.3013	0.9944	0.9972
0.3585	11.7808	860	0.9889	0.3085	0.9889	0.9944
0.3585	11.8082	862	0.9926	0.3458	0.9926	0.9963
0.3585	11.8356	864	1.0133	0.3626	1.0133	1.0066
0.3585	11.8630	866	1.0475	0.3985	1.0475	1.0235
0.3585	11.8904	868	1.0725	0.4119	1.0725	1.0356
0.3585	11.9178	870	1.0794	0.4119	1.0794	1.0390
0.3585	11.9452	872	1.0449	0.3486	1.0449	1.0222
0.3585	11.9726	874	1.0409	0.3541	1.0409	1.0202
0.3585	12.0	876	1.0495	0.3382	1.0495	1.0244
0.3585	12.0274	878	1.0633	0.3184	1.0633	1.0311
0.3585	12.0548	880	1.0961	0.3011	1.0961	1.0469
0.3585	12.0822	882	1.1843	0.1912	1.1843	1.0882
0.3585	12.1096	884	1.2619	0.1568	1.2619	1.1234
0.3585	12.1370	886	1.2509	0.1568	1.2509	1.1184
0.3585	12.1644	888	1.1987	0.1972	1.1987	1.0949
0.3585	12.1918	890	1.0946	0.3699	1.0946	1.0462
0.3585	12.2192	892	1.0473	0.3773	1.0473	1.0234
0.3585	12.2466	894	1.0405	0.3584	1.0405	1.0200
0.3585	12.2740	896	1.0474	0.3723	1.0474	1.0234
0.3585	12.3014	898	1.0479	0.3584	1.0479	1.0237
0.3585	12.3288	900	1.0525	0.3681	1.0525	1.0259
0.3585	12.3562	902	1.0580	0.3486	1.0580	1.0286
0.3585	12.3836	904	1.0971	0.3106	1.0971	1.0474
0.3585	12.4110	906	1.1461	0.2388	1.1461	1.0706
0.3585	12.4384	908	1.1654	0.1493	1.1654	1.0795
0.3585	12.4658	910	1.1203	0.2816	1.1203	1.0585
0.3585	12.4932	912	1.0738	0.2669	1.0738	1.0363
0.3585	12.5205	914	1.0594	0.2521	1.0594	1.0293
0.3585	12.5479	916	1.0748	0.2636	1.0748	1.0367
0.3585	12.5753	918	1.0870	0.2636	1.0870	1.0426
0.3585	12.6027	920	1.1450	0.2150	1.1450	1.0701
0.3585	12.6301	922	1.2066	0.1493	1.2066	1.0984
0.3585	12.6575	924	1.1833	0.2058	1.1833	1.0878
0.3585	12.6849	926	1.1336	0.2138	1.1336	1.0647
0.3585	12.7123	928	1.1022	0.2651	1.1022	1.0499
0.3585	12.7397	930	1.0821	0.3039	1.0821	1.0402
0.3585	12.7671	932	1.0704	0.3039	1.0704	1.0346
0.3585	12.7945	934	1.0622	0.3788	1.0622	1.0306
0.3585	12.8219	936	1.0615	0.3701	1.0615	1.0303
0.3585	12.8493	938	1.0700	0.3925	1.0700	1.0344
0.3585	12.8767	940	1.1239	0.2748	1.1239	1.0601
0.3585	12.9041	942	1.2176	0.2565	1.2176	1.1035
0.3585	12.9315	944	1.2225	0.2010	1.2225	1.1057
0.3585	12.9589	946	1.1387	0.3173	1.1387	1.0671
0.3585	12.9863	948	1.0598	0.2446	1.0598	1.0295
0.3585	13.0137	950	1.0361	0.3256	1.0361	1.0179
0.3585	13.0411	952	1.0332	0.2991	1.0332	1.0164
0.3585	13.0685	954	1.0533	0.2700	1.0533	1.0263
0.3585	13.0959	956	1.1135	0.2482	1.1135	1.0552
0.3585	13.1233	958	1.1514	0.1493	1.1514	1.0730
0.3585	13.1507	960	1.1225	0.2150	1.1225	1.0595
0.3585	13.1781	962	1.0556	0.3082	1.0556	1.0274
0.3585	13.2055	964	1.0309	0.3230	1.0309	1.0153
0.3585	13.2329	966	1.0170	0.3681	1.0170	1.0085
0.3585	13.2603	968	1.0168	0.3821	1.0168	1.0084
0.3585	13.2877	970	1.0187	0.3390	1.0187	1.0093
0.3585	13.3151	972	1.0148	0.3390	1.0148	1.0074
0.3585	13.3425	974	1.0271	0.3036	1.0271	1.0135
0.3585	13.3699	976	1.0823	0.3152	1.0823	1.0403
0.3585	13.3973	978	1.1284	0.2816	1.1284	1.0623
0.3585	13.4247	980	1.1507	0.1912	1.1507	1.0727
0.3585	13.4521	982	1.1497	0.1912	1.1497	1.0722
0.3585	13.4795	984	1.1332	0.2816	1.1332	1.0645
0.3585	13.5068	986	1.0927	0.2864	1.0927	1.0453
0.3585	13.5342	988	1.0962	0.2572	1.0962	1.0470
0.3585	13.5616	990	1.1181	0.2233	1.1181	1.0574
0.3585	13.5890	992	1.1427	0.2672	1.1427	1.0690
0.3585	13.6164	994	1.2024	0.1493	1.2024	1.0965
0.3585	13.6438	996	1.2305	0.1875	1.2305	1.1093
0.3585	13.6712	998	1.1572	0.2191	1.1572	1.0758
0.0707	13.6986	1000	1.1304	0.2233	1.1304	1.0632
0.0707	13.7260	1002	1.1069	0.3082	1.1069	1.0521
0.0707	13.7534	1004	1.1275	0.2748	1.1275	1.0619
0.0707	13.7808	1006	1.1606	0.2337	1.1606	1.0773
0.0707	13.8082	1008	1.1263	0.2748	1.1263	1.0613
0.0707	13.8356	1010	1.0863	0.3338	1.0863	1.0423
0.0707	13.8630	1012	1.0820	0.3338	1.0820	1.0402
0.0707	13.8904	1014	1.1056	0.3338	1.1056	1.0515
0.0707	13.9178	1016	1.1545	0.2482	1.1545	1.0745
0.0707	13.9452	1018	1.1872	0.2769	1.1872	1.0896
0.0707	13.9726	1020	1.1841	0.2769	1.1841	1.0882
0.0707	14.0	1022	1.1467	0.2388	1.1467	1.0708
0.0707	14.0274	1024	1.0947	0.3476	1.0947	1.0463
0.0707	14.0548	1026	1.0650	0.3355	1.0650	1.0320
0.0707	14.0822	1028	1.0682	0.3312	1.0682	1.0335
0.0707	14.1096	1030	1.0674	0.3733	1.0674	1.0332
0.0707	14.1370	1032	1.0783	0.3059	1.0783	1.0384
0.0707	14.1644	1034	1.0697	0.2747	1.0697	1.0343
0.0707	14.1918	1036	1.0553	0.2745	1.0553	1.0273
0.0707	14.2192	1038	1.0569	0.3453	1.0569	1.0280
0.0707	14.2466	1040	1.0624	0.3943	1.0624	1.0307
0.0707	14.2740	1042	1.0605	0.3608	1.0605	1.0298
0.0707	14.3014	1044	1.0630	0.3983	1.0630	1.0310
0.0707	14.3288	1046	1.0822	0.2469	1.0822	1.0403
0.0707	14.3562	1048	1.1147	0.2718	1.1147	1.0558
0.0707	14.3836	1050	1.1501	0.1858	1.1501	1.0724
0.0707	14.4110	1052	1.1373	0.2191	1.1373	1.0664
0.0707	14.4384	1054	1.1190	0.2718	1.1190	1.0578
0.0707	14.4658	1056	1.0851	0.2766	1.0851	1.0417
0.0707	14.4932	1058	1.0705	0.2700	1.0705	1.0347
0.0707	14.5205	1060	1.0808	0.2511	1.0808	1.0396
0.0707	14.5479	1062	1.1435	0.3152	1.1435	1.0694
0.0707	14.5753	1064	1.2442	0.1601	1.2442	1.1155
0.0707	14.6027	1066	1.2451	0.1601	1.2451	1.1158
0.0707	14.6301	1068	1.2110	0.2242	1.2110	1.1004
0.0707	14.6575	1070	1.1861	0.2721	1.1861	1.0891
0.0707	14.6849	1072	1.1264	0.2768	1.1264	1.0613
0.0707	14.7123	1074	1.1074	0.2476	1.1074	1.0524
0.0707	14.7397	1076	1.1095	0.2560	1.1095	1.0533
0.0707	14.7671	1078	1.1324	0.2816	1.1324	1.0641
0.0707	14.7945	1080	1.0914	0.3078	1.0914	1.0447
0.0707	14.8219	1082	1.0757	0.3010	1.0757	1.0372
0.0707	14.8493	1084	1.0772	0.3104	1.0772	1.0379
0.0707	14.8767	1086	1.1218	0.2149	1.1218	1.0592
0.0707	14.9041	1088	1.1754	0.1379	1.1754	1.0842
0.0707	14.9315	1090	1.1710	0.1472	1.1710	1.0821
0.0707	14.9589	1092	1.1328	0.1601	1.1328	1.0643
0.0707	14.9863	1094	1.1072	0.2424	1.1072	1.0522
0.0707	15.0137	1096	1.1162	0.2424	1.1162	1.0565
0.0707	15.0411	1098	1.1429	0.1753	1.1429	1.0691
0.0707	15.0685	1100	1.2050	0.1404	1.2050	1.0977
0.0707	15.0959	1102	1.2617	0.1694	1.2617	1.1232
0.0707	15.1233	1104	1.2575	0.1694	1.2575	1.1214
0.0707	15.1507	1106	1.2079	0.1784	1.2079	1.0991

Framework versions

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