ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_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: 1.1149
• Qwk: 0.2169
• Mse: 1.1149
• Rmse: 1.0559

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	0.0294	2	4.7363	-0.0132	4.7363	2.1763
No log	0.0588	4	2.8538	-0.0065	2.8538	1.6893
No log	0.0882	6	2.3477	-0.0984	2.3477	1.5322
No log	0.1176	8	2.3213	-0.1172	2.3213	1.5236
No log	0.1471	10	2.1574	0.0062	2.1574	1.4688
No log	0.1765	12	1.7269	0.0372	1.7269	1.3141
No log	0.2059	14	1.5057	-0.0300	1.5057	1.2271
No log	0.2353	16	1.3296	0.1076	1.3296	1.1531
No log	0.2647	18	1.4267	0.0389	1.4267	1.1944
No log	0.2941	20	1.5472	-0.0304	1.5472	1.2439
No log	0.3235	22	1.7409	0.1364	1.7409	1.3195
No log	0.3529	24	2.0221	-0.0223	2.0221	1.4220
No log	0.3824	26	1.8733	0.0142	1.8733	1.3687
No log	0.4118	28	1.5342	0.1625	1.5342	1.2386
No log	0.4412	30	1.3187	0.1438	1.3187	1.1483
No log	0.4706	32	1.2941	0.0984	1.2941	1.1376
No log	0.5	34	1.3805	0.1495	1.3805	1.1750
No log	0.5294	36	1.4788	0.1643	1.4788	1.2161
No log	0.5588	38	1.5696	0.1659	1.5696	1.2528
No log	0.5882	40	1.4930	0.1748	1.4930	1.2219
No log	0.6176	42	1.5631	0.1520	1.5631	1.2503
No log	0.6471	44	1.8881	0.1414	1.8881	1.3741
No log	0.6765	46	1.8053	0.1597	1.8053	1.3436
No log	0.7059	48	1.6630	0.1366	1.6630	1.2896
No log	0.7353	50	1.2763	0.1715	1.2763	1.1297
No log	0.7647	52	1.1621	0.3590	1.1621	1.0780
No log	0.7941	54	1.1672	0.3189	1.1672	1.0804
No log	0.8235	56	1.2537	0.2491	1.2537	1.1197
No log	0.8529	58	1.3074	0.2961	1.3074	1.1434
No log	0.8824	60	1.8404	0.1952	1.8404	1.3566
No log	0.9118	62	2.6473	0.0648	2.6473	1.6271
No log	0.9412	64	2.4143	0.0756	2.4143	1.5538
No log	0.9706	66	1.5914	0.2715	1.5914	1.2615
No log	1.0	68	1.1369	0.2085	1.1369	1.0662
No log	1.0294	70	1.0766	0.2155	1.0766	1.0376
No log	1.0588	72	1.0847	0.2360	1.0847	1.0415
No log	1.0882	74	1.0745	0.2681	1.0745	1.0366
No log	1.1176	76	1.2356	0.1865	1.2356	1.1116
No log	1.1471	78	1.4671	0.1891	1.4671	1.2112
No log	1.1765	80	1.7441	0.0652	1.7441	1.3206
No log	1.2059	82	1.9575	0.1531	1.9575	1.3991
No log	1.2353	84	1.8124	0.0920	1.8124	1.3462
No log	1.2647	86	1.7082	0.0608	1.7082	1.3070
No log	1.2941	88	1.4748	0.2213	1.4748	1.2144
No log	1.3235	90	1.1878	0.1943	1.1878	1.0899
No log	1.3529	92	1.1264	0.2714	1.1264	1.0613
No log	1.3824	94	1.1241	0.2965	1.1241	1.0602
No log	1.4118	96	1.1321	0.2417	1.1321	1.0640
No log	1.4412	98	1.3039	0.2544	1.3039	1.1419
No log	1.4706	100	1.4291	0.2536	1.4291	1.1954
No log	1.5	102	1.4148	0.2536	1.4148	1.1894
No log	1.5294	104	1.3994	0.3117	1.3994	1.1830
No log	1.5588	106	1.3238	0.2060	1.3238	1.1506
No log	1.5882	108	1.2416	0.2824	1.2416	1.1143
No log	1.6176	110	1.1603	0.2075	1.1603	1.0772
No log	1.6471	112	1.1746	0.2748	1.1746	1.0838
No log	1.6765	114	1.1451	0.3010	1.1451	1.0701
No log	1.7059	116	1.0744	0.2550	1.0744	1.0365
No log	1.7353	118	1.0988	0.3590	1.0988	1.0482
No log	1.7647	120	1.1392	0.3555	1.1392	1.0673
No log	1.7941	122	1.4454	0.3044	1.4454	1.2023
No log	1.8235	124	1.6468	0.1930	1.6468	1.2833
No log	1.8529	126	1.7061	0.2175	1.7061	1.3062
No log	1.8824	128	1.5569	0.2589	1.5569	1.2478
No log	1.9118	130	1.3607	0.3215	1.3607	1.1665
No log	1.9412	132	1.3328	0.3184	1.3328	1.1545
No log	1.9706	134	1.4181	0.1836	1.4181	1.1908
No log	2.0	136	1.5873	0.1641	1.5873	1.2599
No log	2.0294	138	1.5810	0.1683	1.5810	1.2574
No log	2.0588	140	1.4462	0.2965	1.4462	1.2026
No log	2.0882	142	1.3537	0.2512	1.3537	1.1635
No log	2.1176	144	1.4629	0.2487	1.4629	1.2095
No log	2.1471	146	1.6131	0.1386	1.6131	1.2701
No log	2.1765	148	1.4873	0.1991	1.4873	1.2196
No log	2.2059	150	1.4978	0.1446	1.4978	1.2238
No log	2.2353	152	1.5271	0.1446	1.5271	1.2357
No log	2.2647	154	1.8145	0.1373	1.8145	1.3470
No log	2.2941	156	1.8950	0.1094	1.8950	1.3766
No log	2.3235	158	1.6411	0.1358	1.6411	1.2811
No log	2.3529	160	1.5581	0.1497	1.5581	1.2483
No log	2.3824	162	1.4180	0.1489	1.4180	1.1908
No log	2.4118	164	1.3754	0.1950	1.3754	1.1728
No log	2.4412	166	1.4653	0.1512	1.4653	1.2105
No log	2.4706	168	1.5086	0.1565	1.5086	1.2283
No log	2.5	170	1.5287	0.1565	1.5287	1.2364
No log	2.5294	172	1.4248	0.1820	1.4248	1.1937
No log	2.5588	174	1.2882	0.2011	1.2882	1.1350
No log	2.5882	176	1.2807	0.1929	1.2807	1.1317
No log	2.6176	178	1.3380	0.2122	1.3380	1.1567
No log	2.6471	180	1.4669	0.1643	1.4669	1.2112
No log	2.6765	182	1.5159	0.1975	1.5159	1.2312
No log	2.7059	184	1.3799	0.1628	1.3799	1.1747
No log	2.7353	186	1.1967	0.2620	1.1967	1.0940
No log	2.7647	188	1.1781	0.2689	1.1781	1.0854
No log	2.7941	190	1.2318	0.3532	1.2318	1.1099
No log	2.8235	192	1.2229	0.3843	1.2229	1.1058
No log	2.8529	194	1.2312	0.4077	1.2312	1.1096
No log	2.8824	196	1.2254	0.3961	1.2254	1.1070
No log	2.9118	198	1.2564	0.3504	1.2564	1.1209
No log	2.9412	200	1.3274	0.2886	1.3274	1.1521
No log	2.9706	202	1.2974	0.2509	1.2974	1.1390
No log	3.0	204	1.2185	0.3177	1.2185	1.1038
No log	3.0294	206	1.1930	0.2739	1.1930	1.0922
No log	3.0588	208	1.2195	0.2529	1.2195	1.1043
No log	3.0882	210	1.1671	0.2966	1.1671	1.0803
No log	3.1176	212	1.1432	0.2802	1.1432	1.0692
No log	3.1471	214	1.1960	0.1012	1.1960	1.0936
No log	3.1765	216	1.1654	0.1675	1.1654	1.0796
No log	3.2059	218	1.1295	0.2775	1.1295	1.0628
No log	3.2353	220	1.2228	0.1581	1.2228	1.1058
No log	3.2647	222	1.3435	0.1751	1.3435	1.1591
No log	3.2941	224	1.3170	0.1700	1.3170	1.1476
No log	3.3235	226	1.2080	0.2814	1.2080	1.0991
No log	3.3529	228	1.1853	0.2974	1.1853	1.0887
No log	3.3824	230	1.1993	0.2911	1.1993	1.0951
No log	3.4118	232	1.2704	0.2266	1.2704	1.1271
No log	3.4412	234	1.5585	0.1904	1.5585	1.2484
No log	3.4706	236	1.9024	0.2295	1.9024	1.3793
No log	3.5	238	1.8723	0.2210	1.8723	1.3683
No log	3.5294	240	1.5348	0.1817	1.5348	1.2389
No log	3.5588	242	1.2068	0.2220	1.2068	1.0985
No log	3.5882	244	1.1140	0.2567	1.1140	1.0554
No log	3.6176	246	1.1122	0.3361	1.1122	1.0546
No log	3.6471	248	1.1011	0.2991	1.1011	1.0493
No log	3.6765	250	1.1473	0.2795	1.1473	1.0711
No log	3.7059	252	1.3648	0.2237	1.3648	1.1683
No log	3.7353	254	1.5052	0.2459	1.5052	1.2269
No log	3.7647	256	1.4363	0.3275	1.4363	1.1985
No log	3.7941	258	1.2570	0.3029	1.2570	1.1211
No log	3.8235	260	1.1587	0.2804	1.1587	1.0764
No log	3.8529	262	1.1650	0.2623	1.1650	1.0794
No log	3.8824	264	1.2054	0.2828	1.2054	1.0979
No log	3.9118	266	1.3599	0.2701	1.3599	1.1662
No log	3.9412	268	1.4102	0.2181	1.4102	1.1875
No log	3.9706	270	1.2833	0.2771	1.2833	1.1328
No log	4.0	272	1.1862	0.2490	1.1862	1.0891
No log	4.0294	274	1.1799	0.2140	1.1799	1.0862
No log	4.0588	276	1.1976	0.2813	1.1976	1.0943
No log	4.0882	278	1.2540	0.3277	1.2540	1.1198
No log	4.1176	280	1.2179	0.2906	1.2179	1.1036
No log	4.1471	282	1.1803	0.3033	1.1803	1.0864
No log	4.1765	284	1.1778	0.3524	1.1778	1.0853
No log	4.2059	286	1.1918	0.3455	1.1918	1.0917
No log	4.2353	288	1.2299	0.3243	1.2299	1.1090
No log	4.2647	290	1.2258	0.3126	1.2258	1.1072
No log	4.2941	292	1.1970	0.2970	1.1970	1.0941
No log	4.3235	294	1.2511	0.3147	1.2511	1.1185
No log	4.3529	296	1.2299	0.3277	1.2299	1.1090
No log	4.3824	298	1.2018	0.3154	1.2018	1.0963
No log	4.4118	300	1.1350	0.3096	1.1350	1.0654
No log	4.4412	302	1.1277	0.3426	1.1277	1.0619
No log	4.4706	304	1.1386	0.2745	1.1386	1.0671
No log	4.5	306	1.1809	0.3119	1.1809	1.0867
No log	4.5294	308	1.2902	0.2351	1.2902	1.1359
No log	4.5588	310	1.3934	0.1855	1.3934	1.1804
No log	4.5882	312	1.3657	0.2181	1.3657	1.1686
No log	4.6176	314	1.2501	0.3161	1.2501	1.1181
No log	4.6471	316	1.2020	0.2779	1.2020	1.0964
No log	4.6765	318	1.2224	0.3180	1.2224	1.1056
No log	4.7059	320	1.3213	0.2839	1.3213	1.1495
No log	4.7353	322	1.3924	0.1840	1.3924	1.1800
No log	4.7647	324	1.3093	0.2385	1.3093	1.1443
No log	4.7941	326	1.1885	0.3180	1.1885	1.0902
No log	4.8235	328	1.1190	0.2897	1.1190	1.0578
No log	4.8529	330	1.1008	0.3151	1.1008	1.0492
No log	4.8824	332	1.0941	0.3151	1.0941	1.0460
No log	4.9118	334	1.1050	0.3151	1.1050	1.0512
No log	4.9412	336	1.0989	0.3151	1.0989	1.0483
No log	4.9706	338	1.1047	0.3490	1.1047	1.0510
No log	5.0	340	1.1149	0.3490	1.1149	1.0559
No log	5.0294	342	1.1069	0.3280	1.1069	1.0521
No log	5.0588	344	1.0704	0.3395	1.0704	1.0346
No log	5.0882	346	1.0660	0.375	1.0660	1.0325
No log	5.1176	348	1.1072	0.3427	1.1072	1.0522
No log	5.1471	350	1.2142	0.2701	1.2142	1.1019
No log	5.1765	352	1.1554	0.2672	1.1554	1.0749
No log	5.2059	354	1.0719	0.3658	1.0719	1.0353
No log	5.2353	356	1.0788	0.3658	1.0788	1.0387
No log	5.2647	358	1.0887	0.3871	1.0887	1.0434
No log	5.2941	360	1.0482	0.4086	1.0482	1.0238
No log	5.3235	362	1.0405	0.3525	1.0405	1.0201
No log	5.3529	364	1.1128	0.3557	1.1128	1.0549
No log	5.3824	366	1.1798	0.3067	1.1798	1.0862
No log	5.4118	368	1.1360	0.3115	1.1360	1.0658
No log	5.4412	370	1.0613	0.3764	1.0613	1.0302
No log	5.4706	372	1.0822	0.4016	1.0822	1.0403
No log	5.5	374	1.0678	0.3924	1.0678	1.0333
No log	5.5294	376	1.0614	0.4409	1.0614	1.0302
No log	5.5588	378	1.0537	0.4253	1.0537	1.0265
No log	5.5882	380	1.0408	0.3711	1.0408	1.0202
No log	5.6176	382	1.0440	0.3527	1.0440	1.0218
No log	5.6471	384	1.0531	0.3842	1.0531	1.0262
No log	5.6765	386	1.0745	0.4181	1.0745	1.0366
No log	5.7059	388	1.0801	0.4181	1.0801	1.0393
No log	5.7353	390	1.0843	0.3973	1.0843	1.0413
No log	5.7647	392	1.0943	0.3056	1.0943	1.0461
No log	5.7941	394	1.1774	0.3480	1.1774	1.0851
No log	5.8235	396	1.2044	0.3531	1.2044	1.0975
No log	5.8529	398	1.2579	0.3413	1.2580	1.1216
No log	5.8824	400	1.3275	0.2772	1.3275	1.1522
No log	5.9118	402	1.2626	0.2644	1.2626	1.1237
No log	5.9412	404	1.1575	0.2572	1.1575	1.0759
No log	5.9706	406	1.1354	0.2572	1.1354	1.0656
No log	6.0	408	1.1294	0.3176	1.1294	1.0628
No log	6.0294	410	1.1323	0.3566	1.1323	1.0641
No log	6.0588	412	1.1896	0.3009	1.1896	1.0907
No log	6.0882	414	1.2107	0.3418	1.2107	1.1003
No log	6.1176	416	1.2324	0.3172	1.2324	1.1102
No log	6.1471	418	1.2717	0.3254	1.2717	1.1277
No log	6.1765	420	1.2292	0.3176	1.2292	1.1087
No log	6.2059	422	1.2310	0.3076	1.2310	1.1095
No log	6.2353	424	1.2266	0.3473	1.2266	1.1075
No log	6.2647	426	1.2125	0.3350	1.2125	1.1011
No log	6.2941	428	1.1884	0.3016	1.1884	1.0901
No log	6.3235	430	1.2601	0.2924	1.2601	1.1226
No log	6.3529	432	1.3646	0.2468	1.3646	1.1682
No log	6.3824	434	1.3508	0.2468	1.3508	1.1622
No log	6.4118	436	1.2382	0.2040	1.2382	1.1128
No log	6.4412	438	1.1680	0.3130	1.1680	1.0808
No log	6.4706	440	1.1634	0.3081	1.1634	1.0786
No log	6.5	442	1.1676	0.2452	1.1676	1.0806
No log	6.5294	444	1.2221	0.2316	1.2221	1.1055
No log	6.5588	446	1.3362	0.2144	1.3362	1.1559
No log	6.5882	448	1.3047	0.2144	1.3047	1.1422
No log	6.6176	450	1.2944	0.2144	1.2944	1.1377
No log	6.6471	452	1.1629	0.3685	1.1629	1.0784
No log	6.6765	454	1.1224	0.3499	1.1224	1.0594
No log	6.7059	456	1.1243	0.3369	1.1243	1.0603
No log	6.7353	458	1.1266	0.3395	1.1266	1.0614
No log	6.7647	460	1.1271	0.2991	1.1271	1.0616
No log	6.7941	462	1.1049	0.3151	1.1049	1.0512
No log	6.8235	464	1.0870	0.3243	1.0870	1.0426
No log	6.8529	466	1.1040	0.2446	1.1040	1.0507
No log	6.8824	468	1.1329	0.2593	1.1329	1.0644
No log	6.9118	470	1.1340	0.2593	1.1340	1.0649
No log	6.9412	472	1.1818	0.2797	1.1818	1.0871
No log	6.9706	474	1.1908	0.2923	1.1908	1.0912
No log	7.0	476	1.1544	0.3450	1.1544	1.0744
No log	7.0294	478	1.0745	0.3919	1.0745	1.0366
No log	7.0588	480	1.0429	0.4290	1.0429	1.0212
No log	7.0882	482	1.0403	0.4290	1.0403	1.0200
No log	7.1176	484	1.0591	0.3312	1.0591	1.0291
No log	7.1471	486	1.0640	0.2730	1.0640	1.0315
No log	7.1765	488	1.0590	0.3059	1.0590	1.0291
No log	7.2059	490	1.0487	0.2918	1.0487	1.0241
No log	7.2353	492	1.0475	0.3458	1.0475	1.0235
No log	7.2647	494	1.0530	0.3458	1.0530	1.0261
No log	7.2941	496	1.0889	0.2511	1.0889	1.0435
No log	7.3235	498	1.2228	0.2181	1.2228	1.1058
0.3618	7.3529	500	1.2766	0.2181	1.2766	1.1299
0.3618	7.3824	502	1.2166	0.2772	1.2166	1.1030
0.3618	7.4118	504	1.1883	0.2788	1.1883	1.0901
0.3618	7.4412	506	1.2287	0.2919	1.2287	1.1085
0.3618	7.4706	508	1.1749	0.3142	1.1749	1.0839
0.3618	7.5	510	1.1356	0.2324	1.1356	1.0657
0.3618	7.5294	512	1.1278	0.2417	1.1278	1.0620
0.3618	7.5588	514	1.1085	0.2417	1.1085	1.0529
0.3618	7.5882	516	1.1455	0.1996	1.1455	1.0703
0.3618	7.6176	518	1.1571	0.2230	1.1571	1.0757
0.3618	7.6471	520	1.1665	0.2091	1.1665	1.0800
0.3618	7.6765	522	1.1768	0.2410	1.1768	1.0848
0.3618	7.7059	524	1.2008	0.2716	1.2008	1.0958
0.3618	7.7353	526	1.2117	0.2900	1.2117	1.1008
0.3618	7.7647	528	1.1664	0.2920	1.1664	1.0800
0.3618	7.7941	530	1.1398	0.2966	1.1398	1.0676
0.3618	7.8235	532	1.1106	0.3329	1.1106	1.0538
0.3618	7.8529	534	1.1098	0.3036	1.1098	1.0535
0.3618	7.8824	536	1.1168	0.2757	1.1168	1.0568
0.3618	7.9118	538	1.1251	0.2541	1.1251	1.0607
0.3618	7.9412	540	1.1359	0.3237	1.1359	1.0658
0.3618	7.9706	542	1.1372	0.3059	1.1372	1.0664
0.3618	8.0	544	1.1380	0.2750	1.1380	1.0668
0.3618	8.0294	546	1.1518	0.3213	1.1518	1.0732
0.3618	8.0588	548	1.1353	0.3329	1.1353	1.0655
0.3618	8.0882	550	1.1008	0.3213	1.1008	1.0492
0.3618	8.1176	552	1.0960	0.3329	1.0960	1.0469
0.3618	8.1471	554	1.1081	0.2777	1.1081	1.0527
0.3618	8.1765	556	1.1451	0.1862	1.1451	1.0701
0.3618	8.2059	558	1.1398	0.1950	1.1398	1.0676
0.3618	8.2353	560	1.0901	0.3081	1.0901	1.0441
0.3618	8.2647	562	1.0836	0.3361	1.0836	1.0410
0.3618	8.2941	564	1.0974	0.3396	1.0974	1.0476
0.3618	8.3235	566	1.0921	0.3641	1.0921	1.0450
0.3618	8.3529	568	1.0981	0.3436	1.0981	1.0479
0.3618	8.3824	570	1.1416	0.3078	1.1416	1.0684
0.3618	8.4118	572	1.1604	0.3078	1.1604	1.0772
0.3618	8.4412	574	1.1292	0.2966	1.1292	1.0626
0.3618	8.4706	576	1.1207	0.2968	1.1207	1.0586
0.3618	8.5	578	1.1079	0.2993	1.1079	1.0525
0.3618	8.5294	580	1.1020	0.2660	1.1020	1.0497
0.3618	8.5588	582	1.1056	0.3320	1.1056	1.0515
0.3618	8.5882	584	1.1672	0.3231	1.1672	1.0804
0.3618	8.6176	586	1.2084	0.2181	1.2084	1.0993
0.3618	8.6471	588	1.1784	0.2320	1.1784	1.0855
0.3618	8.6765	590	1.1269	0.3146	1.1269	1.0616
0.3618	8.7059	592	1.1221	0.3231	1.1221	1.0593
0.3618	8.7353	594	1.1408	0.2966	1.1408	1.0681
0.3618	8.7647	596	1.1835	0.2467	1.1835	1.0879
0.3618	8.7941	598	1.1801	0.2467	1.1801	1.0863
0.3618	8.8235	600	1.1489	0.2180	1.1489	1.0719
0.3618	8.8529	602	1.1428	0.1751	1.1428	1.0690
0.3618	8.8824	604	1.1377	0.2902	1.1377	1.0666
0.3618	8.9118	606	1.1396	0.2108	1.1396	1.0675
0.3618	8.9412	608	1.1639	0.1797	1.1639	1.0788
0.3618	8.9706	610	1.1695	0.1797	1.1695	1.0815
0.3618	9.0	612	1.1444	0.2147	1.1444	1.0698
0.3618	9.0294	614	1.1378	0.2902	1.1378	1.0667
0.3618	9.0588	616	1.1601	0.2832	1.1601	1.0771
0.3618	9.0882	618	1.1857	0.3213	1.1857	1.0889
0.3618	9.1176	620	1.1744	0.3169	1.1744	1.0837
0.3618	9.1471	622	1.1460	0.2902	1.1460	1.0705
0.3618	9.1765	624	1.1503	0.2568	1.1503	1.0725
0.3618	9.2059	626	1.1510	0.2127	1.1510	1.0729
0.3618	9.2353	628	1.1566	0.2616	1.1566	1.0754
0.3618	9.2647	630	1.1635	0.2263	1.1635	1.0787
0.3618	9.2941	632	1.1494	0.2474	1.1494	1.0721
0.3618	9.3235	634	1.1454	0.1987	1.1454	1.0702
0.3618	9.3529	636	1.1369	0.2883	1.1369	1.0662
0.3618	9.3824	638	1.1337	0.3171	1.1337	1.0648
0.3618	9.4118	640	1.1408	0.2480	1.1408	1.0681
0.3618	9.4412	642	1.1398	0.2572	1.1398	1.0676
0.3618	9.4706	644	1.1283	0.2883	1.1283	1.0622
0.3618	9.5	646	1.1334	0.3040	1.1334	1.0646
0.3618	9.5294	648	1.1247	0.3016	1.1247	1.0605
0.3618	9.5588	650	1.1401	0.2989	1.1401	1.0678
0.3618	9.5882	652	1.1401	0.2403	1.1401	1.0677
0.3618	9.6176	654	1.1223	0.2340	1.1223	1.0594
0.3618	9.6471	656	1.1215	0.2555	1.1215	1.0590
0.3618	9.6765	658	1.1160	0.2499	1.1160	1.0564
0.3618	9.7059	660	1.1151	0.2331	1.1151	1.0560
0.3618	9.7353	662	1.1147	0.3059	1.1147	1.0558
0.3618	9.7647	664	1.1187	0.3059	1.1187	1.0577
0.3618	9.7941	666	1.1219	0.3262	1.1219	1.0592
0.3618	9.8235	668	1.1093	0.3013	1.1093	1.0532
0.3618	9.8529	670	1.1048	0.2644	1.1048	1.0511
0.3618	9.8824	672	1.1159	0.2595	1.1159	1.0564
0.3618	9.9118	674	1.1183	0.2380	1.1183	1.0575
0.3618	9.9412	676	1.1217	0.2089	1.1217	1.0591
0.3618	9.9706	678	1.1288	0.2596	1.1288	1.0624
0.3618	10.0	680	1.1365	0.2358	1.1365	1.0661
0.3618	10.0294	682	1.1277	0.2629	1.1277	1.0619
0.3618	10.0588	684	1.1364	0.2883	1.1364	1.0660
0.3618	10.0882	686	1.1327	0.2928	1.1327	1.0643
0.3618	10.1176	688	1.1340	0.3219	1.1340	1.0649
0.3618	10.1471	690	1.1911	0.2581	1.1911	1.0914
0.3618	10.1765	692	1.2598	0.1965	1.2598	1.1224
0.3618	10.2059	694	1.2468	0.1965	1.2468	1.1166
0.3618	10.2353	696	1.1599	0.3142	1.1599	1.0770
0.3618	10.2647	698	1.1056	0.2749	1.1056	1.0515
0.3618	10.2941	700	1.1257	0.3584	1.1257	1.0610
0.3618	10.3235	702	1.1250	0.3382	1.1250	1.0606
0.3618	10.3529	704	1.1057	0.2749	1.1057	1.0515
0.3618	10.3824	706	1.1247	0.3056	1.1247	1.0605
0.3618	10.4118	708	1.1807	0.2492	1.1807	1.0866
0.3618	10.4412	710	1.2224	0.2762	1.2224	1.1056
0.3618	10.4706	712	1.1694	0.2492	1.1694	1.0814
0.3618	10.5	714	1.1061	0.2620	1.1061	1.0517
0.3618	10.5294	716	1.0820	0.3525	1.0820	1.0402
0.3618	10.5588	718	1.0792	0.3088	1.0792	1.0388
0.3618	10.5882	720	1.0789	0.3379	1.0789	1.0387
0.3618	10.6176	722	1.0874	0.3130	1.0874	1.0428
0.3618	10.6471	724	1.0899	0.3085	1.0899	1.0440
0.3618	10.6765	726	1.0931	0.3482	1.0931	1.0455
0.3618	10.7059	728	1.0984	0.3132	1.0984	1.0480
0.3618	10.7353	730	1.1009	0.3482	1.1009	1.0493
0.3618	10.7647	732	1.1084	0.3275	1.1084	1.0528
0.3618	10.7941	734	1.1172	0.2775	1.1172	1.0570
0.3618	10.8235	736	1.1369	0.1882	1.1369	1.0662
0.3618	10.8529	738	1.1555	0.1935	1.1555	1.0749
0.3618	10.8824	740	1.1733	0.2640	1.1733	1.0832
0.3618	10.9118	742	1.1849	0.2320	1.1849	1.0885
0.3618	10.9412	744	1.1656	0.2560	1.1656	1.0796
0.3618	10.9706	746	1.1276	0.2085	1.1276	1.0619
0.3618	11.0	748	1.0941	0.2048	1.0941	1.0460
0.3618	11.0294	750	1.0953	0.3535	1.0953	1.0466
0.3618	11.0588	752	1.0929	0.3535	1.0929	1.0454
0.3618	11.0882	754	1.0945	0.2676	1.0945	1.0462
0.3618	11.1176	756	1.1014	0.1967	1.1014	1.0495
0.3618	11.1471	758	1.1324	0.2380	1.1324	1.0641
0.3618	11.1765	760	1.1275	0.2913	1.1275	1.0618
0.3618	11.2059	762	1.0979	0.2505	1.0979	1.0478
0.3618	11.2353	764	1.0788	0.2349	1.0788	1.0386
0.3618	11.2647	766	1.0757	0.2709	1.0757	1.0372
0.3618	11.2941	768	1.0677	0.3039	1.0677	1.0333
0.3618	11.3235	770	1.0597	0.3200	1.0597	1.0294
0.3618	11.3529	772	1.0609	0.3514	1.0609	1.0300
0.3618	11.3824	774	1.0888	0.3231	1.0888	1.0435
0.3618	11.4118	776	1.0728	0.3421	1.0728	1.0358
0.3618	11.4412	778	1.0545	0.3661	1.0545	1.0269
0.3618	11.4706	780	1.0621	0.3607	1.0621	1.0306
0.3618	11.5	782	1.0856	0.2026	1.0856	1.0419
0.3618	11.5294	784	1.1226	0.1852	1.1226	1.0595
0.3618	11.5588	786	1.1555	0.1761	1.1555	1.0749
0.3618	11.5882	788	1.1456	0.1852	1.1456	1.0703
0.3618	11.6176	790	1.1149	0.2169	1.1149	1.0559

Framework versions

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