ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_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: 1.2214
• Qwk: 0.1862
• Mse: 1.2214
• Rmse: 1.1052

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	0.0286	2	4.5926	0.0010	4.5926	2.1430
No log	0.0571	4	2.5652	-0.0124	2.5652	1.6016
No log	0.0857	6	1.8259	0.0062	1.8259	1.3513
No log	0.1143	8	1.4605	0.0310	1.4605	1.2085
No log	0.1429	10	1.6494	0.0227	1.6494	1.2843
No log	0.1714	12	2.1147	-0.0233	2.1147	1.4542
No log	0.2	14	1.8330	0.0372	1.8330	1.3539
No log	0.2286	16	1.5548	0.0	1.5548	1.2469
No log	0.2571	18	1.3211	0.0317	1.3211	1.1494
No log	0.2857	20	1.2626	0.1882	1.2626	1.1237
No log	0.3143	22	1.1332	0.2681	1.1332	1.0645
No log	0.3429	24	1.2887	0.0229	1.2887	1.1352
No log	0.3714	26	1.4969	-0.0358	1.4969	1.2235
No log	0.4	28	2.0670	-0.1894	2.0670	1.4377
No log	0.4286	30	2.1407	-0.0698	2.1407	1.4631
No log	0.4571	32	1.6572	-0.0692	1.6572	1.2873
No log	0.4857	34	1.3719	0.1603	1.3719	1.1713
No log	0.5143	36	1.1849	0.1043	1.1849	1.0885
No log	0.5429	38	1.2380	0.1173	1.2380	1.1127
No log	0.5714	40	1.3516	0.1830	1.3516	1.1626
No log	0.6	42	1.4121	0.1045	1.4121	1.1883
No log	0.6286	44	1.7464	0.0667	1.7464	1.3215
No log	0.6571	46	1.7518	0.0572	1.7518	1.3235
No log	0.6857	48	1.3933	0.1314	1.3933	1.1804
No log	0.7143	50	1.1268	0.2040	1.1268	1.0615
No log	0.7429	52	1.1002	0.2333	1.1002	1.0489
No log	0.7714	54	1.1338	0.2081	1.1338	1.0648
No log	0.8	56	1.2583	0.1658	1.2583	1.1217
No log	0.8286	58	1.2843	0.1809	1.2843	1.1333
No log	0.8571	60	1.2894	0.1912	1.2894	1.1355
No log	0.8857	62	1.2718	0.1766	1.2718	1.1277
No log	0.9143	64	1.2498	0.2098	1.2498	1.1179
No log	0.9429	66	1.2772	0.2191	1.2772	1.1301
No log	0.9714	68	1.3677	0.1913	1.3677	1.1695
No log	1.0	70	1.9539	0.1640	1.9539	1.3978
No log	1.0286	72	2.3984	0.0930	2.3984	1.5487
No log	1.0571	74	2.4229	0.0439	2.4229	1.5566
No log	1.0857	76	1.8206	0.1272	1.8206	1.3493
No log	1.1143	78	1.2776	0.1655	1.2776	1.1303
No log	1.1429	80	1.1473	0.2647	1.1473	1.0711
No log	1.1714	82	1.1211	0.2871	1.1211	1.0588
No log	1.2	84	1.1098	0.3184	1.1098	1.0535
No log	1.2286	86	1.2706	0.2054	1.2706	1.1272
No log	1.2571	88	1.4985	0.0575	1.4985	1.2241
No log	1.2857	90	1.8110	0.0694	1.8110	1.3457
No log	1.3143	92	1.6965	-0.0146	1.6965	1.3025
No log	1.3429	94	1.5052	0.0254	1.5052	1.2269
No log	1.3714	96	1.3756	0.1165	1.3756	1.1729
No log	1.4	98	1.2300	0.1865	1.2300	1.1091
No log	1.4286	100	1.1287	0.2784	1.1287	1.0624
No log	1.4571	102	1.1165	0.2938	1.1165	1.0566
No log	1.4857	104	1.1866	0.2095	1.1866	1.0893
No log	1.5143	106	1.5057	0.1197	1.5057	1.2271
No log	1.5429	108	2.0087	0.1900	2.0087	1.4173
No log	1.5714	110	2.3819	0.1224	2.3819	1.5433
No log	1.6	112	2.0024	0.1900	2.0024	1.4151
No log	1.6286	114	1.7981	0.0690	1.7981	1.3409
No log	1.6571	116	1.8669	0.0619	1.8669	1.3663
No log	1.6857	118	1.6677	0.0951	1.6677	1.2914
No log	1.7143	120	1.3282	0.1255	1.3282	1.1525
No log	1.7429	122	1.1688	0.2137	1.1688	1.0811
No log	1.7714	124	1.1876	0.2137	1.1876	1.0898
No log	1.8	126	1.1670	0.2081	1.1670	1.0803
No log	1.8286	128	1.2470	0.2233	1.2470	1.1167
No log	1.8571	130	1.5309	0.1831	1.5309	1.2373
No log	1.8857	132	1.6361	0.1569	1.6361	1.2791
No log	1.9143	134	1.4692	0.1831	1.4692	1.2121
No log	1.9429	136	1.3930	0.2029	1.3930	1.1802
No log	1.9714	138	1.2875	0.2012	1.2875	1.1347
No log	2.0	140	1.2852	0.1964	1.2852	1.1337
No log	2.0286	142	1.4102	0.2346	1.4102	1.1875
No log	2.0571	144	1.4297	0.2942	1.4297	1.1957
No log	2.0857	146	1.3746	0.2885	1.3746	1.1724
No log	2.1143	148	1.4155	0.2885	1.4155	1.1898
No log	2.1429	150	1.3975	0.2347	1.3975	1.1822
No log	2.1714	152	1.3084	0.2496	1.3084	1.1439
No log	2.2	154	1.3273	0.2418	1.3273	1.1521
No log	2.2286	156	1.7258	0.1776	1.7258	1.3137
No log	2.2571	158	2.4960	0.0844	2.4960	1.5799
No log	2.2857	160	2.1760	0.1055	2.1760	1.4751
No log	2.3143	162	1.6545	0.1627	1.6545	1.2863
No log	2.3429	164	1.3151	0.2474	1.3151	1.1468
No log	2.3714	166	1.1928	0.2595	1.1928	1.0921
No log	2.4	168	1.1840	0.2697	1.1840	1.0881
No log	2.4286	170	1.3439	0.1599	1.3439	1.1593
No log	2.4571	172	1.7914	0.1946	1.7914	1.3384
No log	2.4857	174	2.0015	0.1647	2.0015	1.4147
No log	2.5143	176	1.8120	0.1839	1.8120	1.3461
No log	2.5429	178	1.4234	0.1652	1.4234	1.1931
No log	2.5714	180	1.1853	0.2945	1.1853	1.0887
No log	2.6	182	1.1533	0.3418	1.1533	1.0739
No log	2.6286	184	1.1556	0.3473	1.1556	1.0750
No log	2.6571	186	1.2693	0.2170	1.2693	1.1267
No log	2.6857	188	1.5282	0.2181	1.5282	1.2362
No log	2.7143	190	1.5131	0.2181	1.5131	1.2301
No log	2.7429	192	1.2834	0.2084	1.2834	1.1329
No log	2.7714	194	1.1411	0.4479	1.1411	1.0682
No log	2.8	196	1.2000	0.3671	1.2000	1.0954
No log	2.8286	198	1.2063	0.3495	1.2063	1.0983
No log	2.8571	200	1.2300	0.2795	1.2300	1.1090
No log	2.8857	202	1.3866	0.2125	1.3866	1.1775
No log	2.9143	204	1.3346	0.2131	1.3346	1.1552
No log	2.9429	206	1.1572	0.3458	1.1572	1.0758
No log	2.9714	208	1.0969	0.3804	1.0969	1.0473
No log	3.0	210	1.1028	0.3399	1.1028	1.0502
No log	3.0286	212	1.2465	0.2445	1.2465	1.1165
No log	3.0571	214	1.4259	0.1970	1.4259	1.1941
No log	3.0857	216	1.3983	0.2398	1.3983	1.1825
No log	3.1143	218	1.2055	0.2486	1.2055	1.0979
No log	3.1429	220	1.1017	0.2877	1.1017	1.0496
No log	3.1714	222	1.0995	0.2877	1.0995	1.0486
No log	3.2	224	1.1622	0.2366	1.1622	1.0781
No log	3.2286	226	1.3771	0.2053	1.3771	1.1735
No log	3.2571	228	1.5067	0.1738	1.5067	1.2275
No log	3.2857	230	1.4578	0.2228	1.4578	1.2074
No log	3.3143	232	1.3365	0.1988	1.3365	1.1561
No log	3.3429	234	1.2790	0.2019	1.2790	1.1309
No log	3.3714	236	1.2420	0.2971	1.2420	1.1145
No log	3.4	238	1.2925	0.2682	1.2925	1.1369
No log	3.4286	240	1.4304	0.2092	1.4304	1.1960
No log	3.4571	242	1.5075	0.2181	1.5075	1.2278
No log	3.4857	244	1.5536	0.2225	1.5536	1.2465
No log	3.5143	246	1.4555	0.1855	1.4555	1.2064
No log	3.5429	248	1.2812	0.2044	1.2812	1.1319
No log	3.5714	250	1.1583	0.2608	1.1583	1.0763
No log	3.6	252	1.1381	0.3034	1.1381	1.0668
No log	3.6286	254	1.1381	0.2472	1.1381	1.0668
No log	3.6571	256	1.2061	0.1996	1.2061	1.0982
No log	3.6857	258	1.3919	0.2144	1.3919	1.1798
No log	3.7143	260	1.4533	0.2226	1.4533	1.2055
No log	3.7429	262	1.3836	0.2181	1.3836	1.1762
No log	3.7714	264	1.2510	0.2161	1.2510	1.1185
No log	3.8	266	1.1579	0.3384	1.1579	1.0760
No log	3.8286	268	1.1515	0.3699	1.1515	1.0731
No log	3.8571	270	1.1694	0.3249	1.1694	1.0814
No log	3.8857	272	1.2536	0.2257	1.2536	1.1196
No log	3.9143	274	1.4114	0.2216	1.4114	1.1880
No log	3.9429	276	1.4548	0.2137	1.4548	1.2062
No log	3.9714	278	1.3836	0.2398	1.3836	1.1763
No log	4.0	280	1.3448	0.2002	1.3448	1.1597
No log	4.0286	282	1.2917	0.2091	1.2917	1.1365
No log	4.0571	284	1.2270	0.1943	1.2270	1.1077
No log	4.0857	286	1.2564	0.2035	1.2564	1.1209
No log	4.1143	288	1.2453	0.2169	1.2453	1.1159
No log	4.1429	290	1.2254	0.2075	1.2254	1.1070
No log	4.1714	292	1.3027	0.2304	1.3027	1.1414
No log	4.2	294	1.3479	0.2398	1.3479	1.1610
No log	4.2286	296	1.3919	0.2096	1.3919	1.1798
No log	4.2571	298	1.4084	0.2009	1.4084	1.1868
No log	4.2857	300	1.4009	0.2217	1.4009	1.1836
No log	4.3143	302	1.4217	0.2217	1.4217	1.1923
No log	4.3429	304	1.3124	0.1999	1.3124	1.1456
No log	4.3714	306	1.1705	0.3103	1.1705	1.0819
No log	4.4	308	1.1367	0.3194	1.1367	1.0661
No log	4.4286	310	1.1349	0.3103	1.1349	1.0653
No log	4.4571	312	1.1557	0.3033	1.1557	1.0750
No log	4.4857	314	1.1912	0.2624	1.1912	1.0914
No log	4.5143	316	1.1562	0.2624	1.1562	1.0753
No log	4.5429	318	1.1403	0.2624	1.1403	1.0679
No log	4.5714	320	1.0967	0.3033	1.0967	1.0472
No log	4.6	322	1.0734	0.2712	1.0734	1.0360
No log	4.6286	324	1.0487	0.3764	1.0487	1.0240
No log	4.6571	326	1.0494	0.3764	1.0494	1.0244
No log	4.6857	328	1.0624	0.4125	1.0624	1.0307
No log	4.7143	330	1.1155	0.3166	1.1155	1.0562
No log	4.7429	332	1.2096	0.3074	1.2096	1.0998
No log	4.7714	334	1.1737	0.3053	1.1737	1.0834
No log	4.8	336	1.1374	0.2892	1.1374	1.0665
No log	4.8286	338	1.1543	0.3181	1.1543	1.0744
No log	4.8571	340	1.1576	0.3181	1.1576	1.0759
No log	4.8857	342	1.1901	0.2556	1.1901	1.0909
No log	4.9143	344	1.2623	0.3220	1.2623	1.1235
No log	4.9429	346	1.2279	0.3030	1.2279	1.1081
No log	4.9714	348	1.1691	0.3601	1.1691	1.0812
No log	5.0	350	1.1366	0.3690	1.1366	1.0661
No log	5.0286	352	1.1145	0.3690	1.1145	1.0557
No log	5.0571	354	1.1058	0.3728	1.1058	1.0516
No log	5.0857	356	1.1484	0.2431	1.1484	1.0717
No log	5.1143	358	1.1961	0.2876	1.1961	1.0936
No log	5.1429	360	1.1624	0.2712	1.1624	1.0782
No log	5.1714	362	1.0789	0.3053	1.0789	1.0387
No log	5.2	364	1.0765	0.2901	1.0765	1.0375
No log	5.2286	366	1.0706	0.2989	1.0706	1.0347
No log	5.2571	368	1.0833	0.2685	1.0833	1.0408
No log	5.2857	370	1.0744	0.2221	1.0744	1.0365
No log	5.3143	372	1.0444	0.2614	1.0444	1.0219
No log	5.3429	374	1.0311	0.3164	1.0311	1.0154
No log	5.3714	376	1.0433	0.2968	1.0433	1.0214
No log	5.4	378	1.0914	0.2700	1.0914	1.0447
No log	5.4286	380	1.3070	0.2105	1.3070	1.1432
No log	5.4571	382	1.6390	0.2374	1.6390	1.2802
No log	5.4857	384	1.6929	0.2370	1.6929	1.3011
No log	5.5143	386	1.4600	0.3112	1.4600	1.2083
No log	5.5429	388	1.1575	0.3378	1.1575	1.0759
No log	5.5714	390	1.0741	0.3690	1.0741	1.0364
No log	5.6	392	1.0862	0.3145	1.0862	1.0422
No log	5.6286	394	1.1327	0.3797	1.1327	1.0643
No log	5.6571	396	1.2795	0.2943	1.2795	1.1311
No log	5.6857	398	1.4046	0.2436	1.4046	1.1852
No log	5.7143	400	1.3779	0.2907	1.3779	1.1739
No log	5.7429	402	1.3501	0.2726	1.3501	1.1620
No log	5.7714	404	1.2420	0.3496	1.2420	1.1145
No log	5.8	406	1.1768	0.3013	1.1768	1.0848
No log	5.8286	408	1.1944	0.2968	1.1944	1.0929
No log	5.8571	410	1.2900	0.2385	1.2900	1.1358
No log	5.8857	412	1.3041	0.2217	1.3041	1.1420
No log	5.9143	414	1.2152	0.1988	1.2152	1.1023
No log	5.9429	416	1.1446	0.2384	1.1446	1.0699
No log	5.9714	418	1.1496	0.2577	1.1496	1.0722
No log	6.0	420	1.1822	0.1988	1.1822	1.0873
No log	6.0286	422	1.1783	0.2311	1.1783	1.0855
No log	6.0571	424	1.1833	0.2637	1.1833	1.0878
No log	6.0857	426	1.1786	0.2353	1.1786	1.0856
No log	6.1143	428	1.1303	0.3128	1.1303	1.0631
No log	6.1429	430	1.1255	0.2948	1.1255	1.0609
No log	6.1714	432	1.1292	0.2857	1.1292	1.0626
No log	6.2	434	1.1918	0.3283	1.1918	1.0917
No log	6.2286	436	1.2633	0.2418	1.2633	1.1240
No log	6.2571	438	1.2224	0.2339	1.2224	1.1056
No log	6.2857	440	1.1213	0.2464	1.1213	1.0589
No log	6.3143	442	1.0493	0.3224	1.0493	1.0243
No log	6.3429	444	1.0252	0.3371	1.0252	1.0125
No log	6.3714	446	1.0187	0.3371	1.0187	1.0093
No log	6.4	448	1.0262	0.2664	1.0262	1.0130
No log	6.4286	450	1.0862	0.3142	1.0862	1.0422
No log	6.4571	452	1.1584	0.3197	1.1584	1.0763
No log	6.4857	454	1.1692	0.3090	1.1692	1.0813
No log	6.5143	456	1.1051	0.3074	1.1051	1.0512
No log	6.5429	458	1.0976	0.3009	1.0976	1.0477
No log	6.5714	460	1.1095	0.3009	1.1095	1.0533
No log	6.6	462	1.1263	0.3142	1.1263	1.0613
No log	6.6286	464	1.0809	0.3397	1.0809	1.0397
No log	6.6571	466	1.0372	0.3184	1.0372	1.0184
No log	6.6857	468	1.0336	0.3184	1.0336	1.0167
No log	6.7143	470	1.0371	0.3199	1.0371	1.0184
No log	6.7429	472	1.0307	0.4007	1.0307	1.0152
No log	6.7714	474	1.0390	0.4102	1.0390	1.0193
No log	6.8	476	1.0746	0.3736	1.0746	1.0366
No log	6.8286	478	1.1050	0.3736	1.1050	1.0512
No log	6.8571	480	1.0971	0.3476	1.0971	1.0474
No log	6.8857	482	1.1097	0.3237	1.1097	1.0534
No log	6.9143	484	1.2092	0.2515	1.2092	1.0997
No log	6.9429	486	1.2455	0.2398	1.2455	1.1160
No log	6.9714	488	1.1581	0.2685	1.1581	1.0761
No log	7.0	490	1.1129	0.2964	1.1129	1.0550
No log	7.0286	492	1.0966	0.2764	1.0966	1.0472
No log	7.0571	494	1.1065	0.2462	1.1065	1.0519
No log	7.0857	496	1.1557	0.2222	1.1557	1.0751
No log	7.1143	498	1.2151	0.2501	1.2151	1.1023
0.4207	7.1429	500	1.1966	0.2438	1.1966	1.0939
0.4207	7.1714	502	1.1537	0.3788	1.1537	1.0741
0.4207	7.2	504	1.1673	0.3421	1.1673	1.0804
0.4207	7.2286	506	1.2705	0.2600	1.2705	1.1272
0.4207	7.2571	508	1.3145	0.2729	1.3145	1.1465
0.4207	7.2857	510	1.2015	0.2524	1.2015	1.0961
0.4207	7.3143	512	1.1192	0.3346	1.1192	1.0579
0.4207	7.3429	514	1.1166	0.2588	1.1166	1.0567
0.4207	7.3714	516	1.1113	0.2588	1.1113	1.0542
0.4207	7.4	518	1.1747	0.3074	1.1747	1.0839
0.4207	7.4286	520	1.2385	0.2746	1.2385	1.1129
0.4207	7.4571	522	1.2372	0.2746	1.2372	1.1123
0.4207	7.4857	524	1.1878	0.2670	1.1878	1.0899
0.4207	7.5143	526	1.1593	0.2742	1.1593	1.0767
0.4207	7.5429	528	1.1542	0.2667	1.1542	1.0743
0.4207	7.5714	530	1.1336	0.3108	1.1336	1.0647
0.4207	7.6	532	1.1401	0.2871	1.1401	1.0677
0.4207	7.6286	534	1.1533	0.3103	1.1533	1.0739
0.4207	7.6571	536	1.1363	0.3286	1.1363	1.0660
0.4207	7.6857	538	1.1553	0.3907	1.1553	1.0748
0.4207	7.7143	540	1.1403	0.3443	1.1403	1.0679
0.4207	7.7429	542	1.0856	0.4277	1.0856	1.0419
0.4207	7.7714	544	1.0959	0.2650	1.0959	1.0469
0.4207	7.8	546	1.1900	0.3142	1.1900	1.0909
0.4207	7.8286	548	1.2506	0.2881	1.2506	1.1183
0.4207	7.8571	550	1.2732	0.2755	1.2732	1.1284
0.4207	7.8857	552	1.2359	0.2944	1.2359	1.1117
0.4207	7.9143	554	1.1945	0.3139	1.1945	1.0929
0.4207	7.9429	556	1.2017	0.3344	1.2017	1.0962
0.4207	7.9714	558	1.2651	0.3208	1.2651	1.1248
0.4207	8.0	560	1.3552	0.2506	1.3552	1.1641
0.4207	8.0286	562	1.3589	0.2347	1.3589	1.1657
0.4207	8.0571	564	1.2722	0.2534	1.2722	1.1279
0.4207	8.0857	566	1.1923	0.3436	1.1923	1.0919
0.4207	8.1143	568	1.1725	0.3436	1.1725	1.0828
0.4207	8.1429	570	1.1829	0.3436	1.1829	1.0876
0.4207	8.1714	572	1.1943	0.3436	1.1943	1.0928
0.4207	8.2	574	1.1932	0.3436	1.1932	1.0923
0.4207	8.2286	576	1.2345	0.3189	1.2345	1.1111
0.4207	8.2571	578	1.2498	0.2445	1.2498	1.1180
0.4207	8.2857	580	1.2362	0.2445	1.2362	1.1118
0.4207	8.3143	582	1.1890	0.2760	1.1890	1.0904
0.4207	8.3429	584	1.1473	0.3033	1.1473	1.0711
0.4207	8.3714	586	1.1361	0.3504	1.1361	1.0659
0.4207	8.4	588	1.1433	0.3033	1.1433	1.0692
0.4207	8.4286	590	1.1900	0.2760	1.1900	1.0909
0.4207	8.4571	592	1.2140	0.2670	1.2140	1.1018
0.4207	8.4857	594	1.1710	0.3189	1.1710	1.0821
0.4207	8.5143	596	1.1372	0.2778	1.1372	1.0664
0.4207	8.5429	598	1.1533	0.3185	1.1533	1.0739
0.4207	8.5714	600	1.1795	0.3427	1.1795	1.0860
0.4207	8.6	602	1.2153	0.3161	1.2153	1.1024
0.4207	8.6286	604	1.2044	0.3099	1.2044	1.0975
0.4207	8.6571	606	1.1900	0.2624	1.1900	1.0909
0.4207	8.6857	608	1.1813	0.2624	1.1813	1.0869
0.4207	8.7143	610	1.1914	0.2624	1.1914	1.0915
0.4207	8.7429	612	1.2105	0.2624	1.2105	1.1002
0.4207	8.7714	614	1.2048	0.2624	1.2048	1.0976
0.4207	8.8	616	1.2331	0.2624	1.2331	1.1104
0.4207	8.8286	618	1.3034	0.2316	1.3034	1.1417
0.4207	8.8571	620	1.2601	0.2524	1.2601	1.1226
0.4207	8.8857	622	1.1836	0.2832	1.1836	1.0879
0.4207	8.9143	624	1.1453	0.3255	1.1453	1.0702
0.4207	8.9429	626	1.1219	0.2871	1.1219	1.0592
0.4207	8.9714	628	1.1210	0.3160	1.1210	1.0588
0.4207	9.0	630	1.1118	0.3621	1.1118	1.0544
0.4207	9.0286	632	1.1192	0.1863	1.1192	1.0579
0.4207	9.0571	634	1.2048	0.2760	1.2048	1.0976
0.4207	9.0857	636	1.2367	0.2492	1.2367	1.1121
0.4207	9.1143	638	1.1626	0.2637	1.1626	1.0782
0.4207	9.1429	640	1.1189	0.2210	1.1189	1.0578
0.4207	9.1714	642	1.1175	0.2353	1.1175	1.0571
0.4207	9.2	644	1.1181	0.2759	1.1181	1.0574
0.4207	9.2286	646	1.1124	0.2759	1.1124	1.0547
0.4207	9.2571	648	1.1521	0.3099	1.1521	1.0733
0.4207	9.2857	650	1.1487	0.3033	1.1487	1.0718
0.4207	9.3143	652	1.1171	0.2446	1.1171	1.0569
0.4207	9.3429	654	1.1298	0.2824	1.1298	1.0629
0.4207	9.3714	656	1.1190	0.2446	1.1190	1.0578
0.4207	9.4	658	1.0866	0.3256	1.0866	1.0424
0.4207	9.4286	660	1.0919	0.3811	1.0919	1.0449
0.4207	9.4571	662	1.0972	0.3230	1.0972	1.0475
0.4207	9.4857	664	1.1088	0.2647	1.1088	1.0530
0.4207	9.5143	666	1.1506	0.2261	1.1506	1.0727
0.4207	9.5429	668	1.2007	0.2219	1.2007	1.0957
0.4207	9.5714	670	1.2270	0.2180	1.2270	1.1077
0.4207	9.6	672	1.1767	0.2221	1.1767	1.0848
0.4207	9.6286	674	1.1595	0.2454	1.1595	1.0768
0.4207	9.6571	676	1.1710	0.2620	1.1710	1.0821
0.4207	9.6857	678	1.1914	0.3412	1.1914	1.0915
0.4207	9.7143	680	1.2327	0.2624	1.2327	1.1103
0.4207	9.7429	682	1.1845	0.2942	1.1845	1.0884
0.4207	9.7714	684	1.1492	0.2210	1.1492	1.0720
0.4207	9.8	686	1.1374	0.2712	1.1374	1.0665
0.4207	9.8286	688	1.1450	0.2529	1.1450	1.0701
0.4207	9.8571	690	1.1369	0.2529	1.1369	1.0662
0.4207	9.8857	692	1.1057	0.3062	1.1057	1.0515
0.4207	9.9143	694	1.1052	0.3062	1.1052	1.0513
0.4207	9.9429	696	1.1196	0.3213	1.1196	1.0581
0.4207	9.9714	698	1.1617	0.3012	1.1617	1.0778
0.4207	10.0	700	1.2644	0.2230	1.2644	1.1245
0.4207	10.0286	702	1.3307	0.2143	1.3307	1.1536
0.4207	10.0571	704	1.2809	0.2369	1.2809	1.1318
0.4207	10.0857	706	1.2084	0.2031	1.2084	1.0993
0.4207	10.1143	708	1.1763	0.2608	1.1763	1.0846
0.4207	10.1429	710	1.1655	0.2752	1.1655	1.0796
0.4207	10.1714	712	1.1709	0.2120	1.1709	1.0821
0.4207	10.2	714	1.2117	0.1855	1.2117	1.1008
0.4207	10.2286	716	1.2139	0.2492	1.2139	1.1018
0.4207	10.2571	718	1.1542	0.2120	1.1542	1.0744
0.4207	10.2857	720	1.1223	0.2120	1.1223	1.0594
0.4207	10.3143	722	1.1151	0.2120	1.1151	1.0560
0.4207	10.3429	724	1.0963	0.2697	1.0963	1.0470
0.4207	10.3714	726	1.0880	0.3123	1.0880	1.0431
0.4207	10.4	728	1.0914	0.3034	1.0914	1.0447
0.4207	10.4286	730	1.1282	0.2035	1.1282	1.0622
0.4207	10.4571	732	1.1607	0.2304	1.1607	1.0774
0.4207	10.4857	734	1.1229	0.2989	1.1229	1.0597
0.4207	10.5143	736	1.1152	0.3415	1.1152	1.0560
0.4207	10.5429	738	1.1279	0.2577	1.1279	1.0620
0.4207	10.5714	740	1.1305	0.3056	1.1305	1.0633
0.4207	10.6	742	1.1671	0.2832	1.1671	1.0803
0.4207	10.6286	744	1.2159	0.2702	1.2159	1.1027
0.4207	10.6571	746	1.2288	0.2597	1.2288	1.1085
0.4207	10.6857	748	1.1892	0.2940	1.1892	1.0905
0.4207	10.7143	750	1.1330	0.3146	1.1330	1.0644
0.4207	10.7429	752	1.1117	0.2728	1.1117	1.0544
0.4207	10.7714	754	1.1121	0.3085	1.1121	1.0546
0.4207	10.8	756	1.1309	0.2851	1.1309	1.0635
0.4207	10.8286	758	1.1553	0.2832	1.1553	1.0748
0.4207	10.8571	760	1.1884	0.2876	1.1884	1.0902
0.4207	10.8857	762	1.2280	0.2131	1.2280	1.1082
0.4207	10.9143	764	1.2006	0.2565	1.2006	1.0957
0.4207	10.9429	766	1.1340	0.3345	1.1340	1.0649
0.4207	10.9714	768	1.1114	0.3908	1.1114	1.0542
0.4207	11.0	770	1.1097	0.3396	1.1097	1.0534
0.4207	11.0286	772	1.0992	0.3896	1.0992	1.0484
0.4207	11.0571	774	1.1388	0.2026	1.1388	1.0671
0.4207	11.0857	776	1.2448	0.2316	1.2448	1.1157
0.4207	11.1143	778	1.2992	0.2143	1.2992	1.1398
0.4207	11.1429	780	1.2668	0.2181	1.2668	1.1255
0.4207	11.1714	782	1.1949	0.2742	1.1949	1.0931
0.4207	11.2	784	1.1469	0.3059	1.1469	1.0709
0.4207	11.2286	786	1.1369	0.3578	1.1369	1.0662
0.4207	11.2571	788	1.1357	0.3486	1.1357	1.0657
0.4207	11.2857	790	1.1453	0.3304	1.1453	1.0702
0.4207	11.3143	792	1.1529	0.3059	1.1529	1.0738
0.4207	11.3429	794	1.1435	0.3395	1.1435	1.0694
0.4207	11.3714	796	1.1350	0.3395	1.1350	1.0653
0.4207	11.4	798	1.1402	0.3345	1.1402	1.0678
0.4207	11.4286	800	1.1398	0.3255	1.1398	1.0676
0.4207	11.4571	802	1.1525	0.3607	1.1525	1.0736
0.4207	11.4857	804	1.1866	0.2081	1.1866	1.0893
0.4207	11.5143	806	1.1770	0.1809	1.1770	1.0849
0.4207	11.5429	808	1.1457	0.3427	1.1457	1.0704
0.4207	11.5714	810	1.1274	0.3736	1.1274	1.0618
0.4207	11.6	812	1.1117	0.3607	1.1117	1.0544
0.4207	11.6286	814	1.1103	0.3345	1.1103	1.0537
0.4207	11.6571	816	1.1168	0.3436	1.1168	1.0568
0.4207	11.6857	818	1.1376	0.3255	1.1376	1.0666
0.4207	11.7143	820	1.1481	0.3607	1.1481	1.0715
0.4207	11.7429	822	1.1715	0.3297	1.1715	1.0823
0.4207	11.7714	824	1.2116	0.3361	1.2116	1.1007
0.4207	11.8	826	1.2006	0.2270	1.2006	1.0957
0.4207	11.8286	828	1.1802	0.2270	1.1802	1.0864
0.4207	11.8571	830	1.1818	0.2270	1.1818	1.0871
0.4207	11.8857	832	1.1742	0.2270	1.1742	1.0836
0.4207	11.9143	834	1.2214	0.1862	1.2214	1.1052

Framework versions

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