ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_task5_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: 1.0550
• Qwk: 0.1788
• Mse: 1.0550
• Rmse: 1.0271

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	0.0408	2	4.3802	0.0087	4.3802	2.0929
No log	0.0816	4	2.6799	-0.0132	2.6799	1.6370
No log	0.1224	6	2.0210	-0.0007	2.0210	1.4216
No log	0.1633	8	1.5313	0.1039	1.5313	1.2375
No log	0.2041	10	1.2268	0.1270	1.2268	1.1076
No log	0.2449	12	1.2386	0.2402	1.2386	1.1129
No log	0.2857	14	1.2521	0.2935	1.2521	1.1190
No log	0.3265	16	1.5995	0.1714	1.5995	1.2647
No log	0.3673	18	1.2840	0.2589	1.2840	1.1331
No log	0.4082	20	1.4537	0.2707	1.4537	1.2057
No log	0.4490	22	1.6781	0.1145	1.6781	1.2954
No log	0.4898	24	1.3689	0.2565	1.3689	1.1700
No log	0.5306	26	1.0432	0.3045	1.0432	1.0214
No log	0.5714	28	1.2618	0.2729	1.2618	1.1233
No log	0.6122	30	1.6926	0.1571	1.6926	1.3010
No log	0.6531	32	1.5919	0.1839	1.5919	1.2617
No log	0.6939	34	1.3541	0.2338	1.3541	1.1637
No log	0.7347	36	1.2155	0.2398	1.2155	1.1025
No log	0.7755	38	1.3808	0.2356	1.3808	1.1751
No log	0.8163	40	1.2394	0.2515	1.2394	1.1133
No log	0.8571	42	1.1947	0.2906	1.1947	1.0930
No log	0.8980	44	1.2198	0.2959	1.2198	1.1045
No log	0.9388	46	1.0736	0.3146	1.0736	1.0361
No log	0.9796	48	1.0767	0.2799	1.0767	1.0376
No log	1.0204	50	1.1320	0.3705	1.1320	1.0639
No log	1.0612	52	1.1627	0.3413	1.1627	1.0783
No log	1.1020	54	1.1232	0.3353	1.1232	1.0598
No log	1.1429	56	1.1941	0.2876	1.1941	1.0927
No log	1.1837	58	1.1601	0.4055	1.1601	1.0771
No log	1.2245	60	1.2165	0.3271	1.2165	1.1030
No log	1.2653	62	1.1631	0.3733	1.1631	1.0785
No log	1.3061	64	1.2968	0.2487	1.2968	1.1388
No log	1.3469	66	1.5256	0.2282	1.5256	1.2351
No log	1.3878	68	1.1731	0.3172	1.1731	1.0831
No log	1.4286	70	1.0590	0.3993	1.0590	1.0291
No log	1.4694	72	1.0362	0.3665	1.0362	1.0179
No log	1.5102	74	1.2319	0.2644	1.2319	1.1099
No log	1.5510	76	1.6739	0.0524	1.6739	1.2938
No log	1.5918	78	1.5442	0.0827	1.5442	1.2426
No log	1.6327	80	1.0609	0.2268	1.0609	1.0300
No log	1.6735	82	1.0860	0.4106	1.0860	1.0421
No log	1.7143	84	1.0785	0.4106	1.0785	1.0385
No log	1.7551	86	1.0449	0.3457	1.0449	1.0222
No log	1.7959	88	1.3069	0.1837	1.3069	1.1432
No log	1.8367	90	1.4060	0.1857	1.4060	1.1858
No log	1.8776	92	1.1577	0.2431	1.1577	1.0760
No log	1.9184	94	1.1367	0.3439	1.1367	1.0661
No log	1.9592	96	1.2163	0.3307	1.2163	1.1029
No log	2.0	98	1.2640	0.2608	1.2640	1.1243
No log	2.0408	100	1.3098	0.3106	1.3098	1.1444
No log	2.0816	102	1.4516	0.2934	1.4516	1.2048
No log	2.1224	104	1.5213	0.2313	1.5213	1.2334
No log	2.1633	106	1.3478	0.2760	1.3478	1.1610
No log	2.2041	108	1.4362	0.0269	1.4362	1.1984
No log	2.2449	110	1.3217	0.2554	1.3217	1.1496
No log	2.2857	112	1.3558	0.2384	1.3558	1.1644
No log	2.3265	114	1.2783	0.2417	1.2783	1.1306
No log	2.3673	116	1.1846	0.2043	1.1846	1.0884
No log	2.4082	118	1.1568	0.2809	1.1568	1.0756
No log	2.4490	120	1.1725	0.2958	1.1725	1.0828
No log	2.4898	122	1.1302	0.3584	1.1302	1.0631
No log	2.5306	124	1.1369	0.2997	1.1369	1.0663
No log	2.5714	126	1.1572	0.3578	1.1572	1.0757
No log	2.6122	128	1.1331	0.3807	1.1331	1.0645
No log	2.6531	130	1.1619	0.3742	1.1619	1.0779
No log	2.6939	132	1.2746	0.2485	1.2746	1.1290
No log	2.7347	134	1.3528	0.2640	1.3528	1.1631
No log	2.7755	136	1.2407	0.2620	1.2407	1.1139
No log	2.8163	138	1.2139	0.2447	1.2139	1.1017
No log	2.8571	140	1.2187	0.2447	1.2187	1.1039
No log	2.8980	142	1.2227	0.1578	1.2227	1.1057
No log	2.9388	144	1.3436	0.1608	1.3436	1.1591
No log	2.9796	146	1.2168	0.2277	1.2168	1.1031
No log	3.0204	148	1.1802	0.3430	1.1802	1.0864
No log	3.0612	150	1.2004	0.2593	1.2004	1.0956
No log	3.1020	152	1.4167	0.2026	1.4167	1.1903
No log	3.1429	154	1.3926	0.2026	1.3926	1.1801
No log	3.1837	156	1.2065	0.2498	1.2065	1.0984
No log	3.2245	158	1.1697	0.2527	1.1697	1.0815
No log	3.2653	160	1.1584	0.2253	1.1584	1.0763
No log	3.3061	162	1.2151	0.1600	1.2151	1.1023
No log	3.3469	164	1.2508	0.1637	1.2508	1.1184
No log	3.3878	166	1.1943	0.1278	1.1943	1.0929
No log	3.4286	168	1.2221	0.2417	1.2221	1.1055
No log	3.4694	170	1.2121	0.1307	1.2121	1.1009
No log	3.5102	172	1.2492	0.2025	1.2492	1.1177
No log	3.5510	174	1.2463	0.1633	1.2463	1.1164
No log	3.5918	176	1.2149	0.1556	1.2149	1.1022
No log	3.6327	178	1.2160	0.2476	1.2160	1.1027
No log	3.6735	180	1.2680	0.1826	1.2680	1.1261
No log	3.7143	182	1.2769	0.1972	1.2769	1.1300
No log	3.7551	184	1.1518	0.1935	1.1518	1.0732
No log	3.7959	186	1.1031	0.3243	1.1031	1.0503
No log	3.8367	188	1.0891	0.2229	1.0891	1.0436
No log	3.8776	190	1.0807	0.1987	1.0807	1.0396
No log	3.9184	192	1.0788	0.2314	1.0788	1.0386
No log	3.9592	194	1.0936	0.2255	1.0936	1.0457
No log	4.0	196	1.1406	0.3572	1.1406	1.0680
No log	4.0408	198	1.2358	0.3709	1.2358	1.1117
No log	4.0816	200	1.1725	0.3596	1.1725	1.0828
No log	4.1224	202	1.1831	0.2714	1.1831	1.0877
No log	4.1633	204	1.2841	0.2015	1.2841	1.1332
No log	4.2041	206	1.1973	0.1682	1.1973	1.0942
No log	4.2449	208	1.1168	0.2694	1.1168	1.0568
No log	4.2857	210	1.1029	0.3229	1.1029	1.0502
No log	4.3265	212	1.1064	0.3485	1.1064	1.0518
No log	4.3673	214	1.1533	0.2630	1.1533	1.0739
No log	4.4082	216	1.2605	0.1809	1.2605	1.1227
No log	4.4490	218	1.2533	0.2096	1.2533	1.1195
No log	4.4898	220	1.1937	0.3924	1.1937	1.0926
No log	4.5306	222	1.2287	0.3924	1.2287	1.1085
No log	4.5714	224	1.2086	0.4027	1.2086	1.0994
No log	4.6122	226	1.2020	0.2951	1.2020	1.0963
No log	4.6531	228	1.2080	0.2180	1.2080	1.0991
No log	4.6939	230	1.1797	0.2097	1.1797	1.0861
No log	4.7347	232	1.1220	0.2995	1.1220	1.0592
No log	4.7755	234	1.1261	0.2643	1.1261	1.0612
No log	4.8163	236	1.1346	0.24	1.1346	1.0652
No log	4.8571	238	1.1288	0.2643	1.1288	1.0625
No log	4.8980	240	1.1309	0.2463	1.1309	1.0634
No log	4.9388	242	1.1724	0.2356	1.1724	1.0828
No log	4.9796	244	1.2452	0.2230	1.2452	1.1159
No log	5.0204	246	1.3523	0.2483	1.3523	1.1629
No log	5.0612	248	1.3367	0.2483	1.3367	1.1562
No log	5.1020	250	1.2902	0.1982	1.2902	1.1359
No log	5.1429	252	1.2923	0.2176	1.2923	1.1368
No log	5.1837	254	1.2456	0.1952	1.2456	1.1160
No log	5.2245	256	1.2143	0.2347	1.2143	1.1020
No log	5.2653	258	1.2553	0.2763	1.2553	1.1204
No log	5.3061	260	1.2420	0.2147	1.2420	1.1145
No log	5.3469	262	1.2149	0.1741	1.2149	1.1022
No log	5.3878	264	1.2212	0.0801	1.2212	1.1051
No log	5.4286	266	1.2717	0.1818	1.2717	1.1277
No log	5.4694	268	1.4233	0.0991	1.4233	1.1930
No log	5.5102	270	1.4675	0.1091	1.4675	1.2114
No log	5.5510	272	1.3788	0.1608	1.3788	1.1742
No log	5.5918	274	1.2707	0.2551	1.2707	1.1273
No log	5.6327	276	1.3273	0.2295	1.3273	1.1521
No log	5.6735	278	1.3318	0.275	1.3318	1.1541
No log	5.7143	280	1.2373	0.1590	1.2373	1.1123
No log	5.7551	282	1.1445	0.1715	1.1445	1.0698
No log	5.7959	284	1.2590	0.1508	1.2590	1.1220
No log	5.8367	286	1.5212	0.1379	1.5212	1.2334
No log	5.8776	288	1.4992	0.1379	1.4992	1.2244
No log	5.9184	290	1.3025	0.1498	1.3025	1.1413
No log	5.9592	292	1.1837	0.2850	1.1837	1.0880
No log	6.0	294	1.2158	0.2625	1.2158	1.1026
No log	6.0408	296	1.2315	0.3042	1.2315	1.1097
No log	6.0816	298	1.3130	0.1659	1.3130	1.1458
No log	6.1224	300	1.2349	0.3412	1.2349	1.1112
No log	6.1633	302	1.1583	0.2083	1.1583	1.0763
No log	6.2041	304	1.1561	0.2643	1.1561	1.0752
No log	6.2449	306	1.1688	0.2424	1.1688	1.0811
No log	6.2857	308	1.1775	0.1534	1.1775	1.0851
No log	6.3265	310	1.0998	0.2643	1.0998	1.0487
No log	6.3673	312	1.0893	0.2643	1.0893	1.0437
No log	6.4082	314	1.1037	0.2954	1.1037	1.0506
No log	6.4490	316	1.0922	0.2643	1.0922	1.0451
No log	6.4898	318	1.0795	0.2643	1.0795	1.0390
No log	6.5306	320	1.0733	0.2643	1.0733	1.0360
No log	6.5714	322	1.0567	0.2229	1.0567	1.0280
No log	6.6122	324	1.0530	0.2229	1.0530	1.0262
No log	6.6531	326	1.0568	0.3056	1.0568	1.0280
No log	6.6939	328	1.0669	0.2721	1.0669	1.0329
No log	6.7347	330	1.0888	0.3369	1.0888	1.0435
No log	6.7755	332	1.0849	0.2941	1.0849	1.0416
No log	6.8163	334	1.0935	0.2001	1.0935	1.0457
No log	6.8571	336	1.0994	0.2321	1.0994	1.0485
No log	6.8980	338	1.1202	0.2651	1.1202	1.0584
No log	6.9388	340	1.1331	0.2321	1.1331	1.0645
No log	6.9796	342	1.1971	0.2864	1.1971	1.0941
No log	7.0204	344	1.1884	0.3042	1.1884	1.0901
No log	7.0612	346	1.1470	0.2402	1.1470	1.0710
No log	7.1020	348	1.1750	0.2253	1.1750	1.0840
No log	7.1429	350	1.1690	0.2253	1.1690	1.0812
No log	7.1837	352	1.1581	0.2129	1.1581	1.0762
No log	7.2245	354	1.1714	0.1910	1.1714	1.0823
No log	7.2653	356	1.1735	0.1767	1.1735	1.0833
No log	7.3061	358	1.1914	0.2402	1.1914	1.0915
No log	7.3469	360	1.2041	0.2103	1.2041	1.0973
No log	7.3878	362	1.1933	0.2078	1.1933	1.0924
No log	7.4286	364	1.1953	0.1862	1.1953	1.0933
No log	7.4694	366	1.2234	0.2980	1.2234	1.1061
No log	7.5102	368	1.2459	0.3108	1.2459	1.1162
No log	7.5510	370	1.2712	0.2757	1.2712	1.1275
No log	7.5918	372	1.2504	0.2544	1.2504	1.1182
No log	7.6327	374	1.1999	0.3304	1.1999	1.0954
No log	7.6735	376	1.1817	0.2785	1.1817	1.0871
No log	7.7143	378	1.2090	0.1232	1.2090	1.0996
No log	7.7551	380	1.2468	0.2380	1.2468	1.1166
No log	7.7959	382	1.2020	0.1960	1.2020	1.0964
No log	7.8367	384	1.2118	0.3071	1.2118	1.1008
No log	7.8776	386	1.2721	0.2782	1.2721	1.1279
No log	7.9184	388	1.2947	0.2544	1.2947	1.1379
No log	7.9592	390	1.2442	0.3225	1.2442	1.1154
No log	8.0	392	1.2667	0.3515	1.2667	1.1255
No log	8.0408	394	1.2651	0.2775	1.2651	1.1248
No log	8.0816	396	1.1734	0.3275	1.1734	1.0833
No log	8.1224	398	1.1196	0.1903	1.1196	1.0581
No log	8.1633	400	1.1325	0.1848	1.1325	1.0642
No log	8.2041	402	1.1357	0.2230	1.1357	1.0657
No log	8.2449	404	1.1242	0.2195	1.1242	1.0603
No log	8.2857	406	1.1308	0.2040	1.1308	1.0634
No log	8.3265	408	1.1440	0.2532	1.1440	1.0696
No log	8.3673	410	1.1403	0.2532	1.1403	1.0679
No log	8.4082	412	1.1453	0.3256	1.1453	1.0702
No log	8.4490	414	1.1489	0.2762	1.1489	1.0719
No log	8.4898	416	1.1623	0.3017	1.1623	1.0781
No log	8.5306	418	1.1591	0.3017	1.1591	1.0766
No log	8.5714	420	1.1626	0.2922	1.1626	1.0782
No log	8.6122	422	1.1431	0.2620	1.1431	1.0691
No log	8.6531	424	1.1559	0.1869	1.1559	1.0751
No log	8.6939	426	1.1610	0.2562	1.1610	1.0775
No log	8.7347	428	1.1404	0.3474	1.1404	1.0679
No log	8.7755	430	1.1630	0.3596	1.1630	1.0784
No log	8.8163	432	1.1626	0.3052	1.1626	1.0782
No log	8.8571	434	1.1673	0.3306	1.1673	1.0804
No log	8.8980	436	1.1799	0.4031	1.1799	1.0862
No log	8.9388	438	1.1369	0.3671	1.1369	1.0662
No log	8.9796	440	1.1279	0.3296	1.1279	1.0620
No log	9.0204	442	1.1351	0.3671	1.1351	1.0654
No log	9.0612	444	1.1893	0.2462	1.1893	1.0906
No log	9.1020	446	1.2059	0.2035	1.2059	1.0982
No log	9.1429	448	1.1553	0.2857	1.1553	1.0749
No log	9.1837	450	1.1283	0.2879	1.1283	1.0622
No log	9.2245	452	1.1094	0.3014	1.1094	1.0533
No log	9.2653	454	1.1015	0.3388	1.1015	1.0495
No log	9.3061	456	1.1355	0.3323	1.1355	1.0656
No log	9.3469	458	1.1804	0.2844	1.1804	1.0865
No log	9.3878	460	1.1426	0.2597	1.1426	1.0689
No log	9.4286	462	1.1222	0.2440	1.1222	1.0593
No log	9.4694	464	1.1083	0.2300	1.1083	1.0528
No log	9.5102	466	1.1103	0.2300	1.1103	1.0537
No log	9.5510	468	1.1024	0.2579	1.1024	1.0499
No log	9.5918	470	1.1067	0.2954	1.1067	1.0520
No log	9.6327	472	1.1293	0.1960	1.1293	1.0627
No log	9.6735	474	1.1408	0.2526	1.1408	1.0681
No log	9.7143	476	1.1011	0.2038	1.1011	1.0493
No log	9.7551	478	1.0699	0.2551	1.0699	1.0344
No log	9.7959	480	1.0663	0.2579	1.0663	1.0326
No log	9.8367	482	1.0788	0.3164	1.0788	1.0386
No log	9.8776	484	1.0763	0.3296	1.0763	1.0374
No log	9.9184	486	1.0906	0.2361	1.0906	1.0443
No log	9.9592	488	1.1354	0.2666	1.1354	1.0656
No log	10.0	490	1.1315	0.2828	1.1315	1.0637
No log	10.0408	492	1.1378	0.3218	1.1378	1.0667
No log	10.0816	494	1.1858	0.2141	1.1858	1.0889
No log	10.1224	496	1.1934	0.2141	1.1934	1.0924
No log	10.1633	498	1.1635	0.2808	1.1635	1.0787
0.2758	10.2041	500	1.1732	0.2808	1.1732	1.0831
0.2758	10.2449	502	1.2214	0.2764	1.2214	1.1052
0.2758	10.2857	504	1.2679	0.2982	1.2679	1.1260
0.2758	10.3265	506	1.2767	0.2806	1.2767	1.1299
0.2758	10.3673	508	1.2328	0.2254	1.2328	1.1103
0.2758	10.4082	510	1.1484	0.2808	1.1484	1.0716
0.2758	10.4490	512	1.1452	0.2850	1.1452	1.0701
0.2758	10.4898	514	1.1463	0.2850	1.1463	1.0706
0.2758	10.5306	516	1.1456	0.2850	1.1456	1.0703
0.2758	10.5714	518	1.2686	0.2745	1.2686	1.1263
0.2758	10.6122	520	1.3379	0.2807	1.3379	1.1567
0.2758	10.6531	522	1.3264	0.3046	1.3264	1.1517
0.2758	10.6939	524	1.2302	0.2499	1.2302	1.1091
0.2758	10.7347	526	1.1754	0.2675	1.1754	1.0841
0.2758	10.7755	528	1.1685	0.2469	1.1685	1.0810
0.2758	10.8163	530	1.1355	0.3124	1.1355	1.0656
0.2758	10.8571	532	1.1428	0.2403	1.1428	1.0690
0.2758	10.8980	534	1.1659	0.2199	1.1659	1.0798
0.2758	10.9388	536	1.1837	0.2232	1.1837	1.0880
0.2758	10.9796	538	1.1259	0.3124	1.1259	1.0611
0.2758	11.0204	540	1.1438	0.3157	1.1438	1.0695
0.2758	11.0612	542	1.1596	0.3104	1.1596	1.0768
0.2758	11.1020	544	1.1162	0.3231	1.1162	1.0565
0.2758	11.1429	546	1.0671	0.3169	1.0671	1.0330
0.2758	11.1837	548	1.0681	0.3117	1.0681	1.0335
0.2758	11.2245	550	1.0742	0.2857	1.0742	1.0364
0.2758	11.2653	552	1.1004	0.2440	1.1004	1.0490
0.2758	11.3061	554	1.1070	0.2743	1.1070	1.0521
0.2758	11.3469	556	1.1095	0.2743	1.1095	1.0533
0.2758	11.3878	558	1.0866	0.3149	1.0866	1.0424
0.2758	11.4286	560	1.0877	0.3802	1.0877	1.0429
0.2758	11.4694	562	1.1057	0.3327	1.1057	1.0515
0.2758	11.5102	564	1.1676	0.3596	1.1676	1.0806
0.2758	11.5510	566	1.2355	0.3148	1.2355	1.1115
0.2758	11.5918	568	1.2904	0.3453	1.2904	1.1359
0.2758	11.6327	570	1.2401	0.2747	1.2401	1.1136
0.2758	11.6735	572	1.1300	0.3179	1.1300	1.0630
0.2758	11.7143	574	1.0749	0.3666	1.0749	1.0368
0.2758	11.7551	576	1.1128	0.2806	1.1128	1.0549
0.2758	11.7959	578	1.1480	0.2394	1.1480	1.0714
0.2758	11.8367	580	1.0852	0.2901	1.0852	1.0417
0.2758	11.8776	582	1.0579	0.3532	1.0579	1.0286
0.2758	11.9184	584	1.1105	0.3179	1.1105	1.0538
0.2758	11.9592	586	1.1310	0.2809	1.1310	1.0635
0.2758	12.0	588	1.1068	0.3179	1.1068	1.0520
0.2758	12.0408	590	1.0681	0.3532	1.0681	1.0335
0.2758	12.0816	592	1.0528	0.3666	1.0528	1.0261
0.2758	12.1224	594	1.0516	0.3666	1.0516	1.0255
0.2758	12.1633	596	1.0585	0.3666	1.0585	1.0288
0.2758	12.2041	598	1.0634	0.3304	1.0634	1.0312
0.2758	12.2449	600	1.0737	0.3196	1.0737	1.0362
0.2758	12.2857	602	1.0522	0.3408	1.0522	1.0258
0.2758	12.3265	604	1.0489	0.3802	1.0489	1.0241
0.2758	12.3673	606	1.0445	0.3671	1.0445	1.0220
0.2758	12.4082	608	1.0411	0.3388	1.0411	1.0203
0.2758	12.4490	610	1.0603	0.3117	1.0603	1.0297
0.2758	12.4898	612	1.0563	0.2812	1.0563	1.0278
0.2758	12.5306	614	1.0349	0.3095	1.0349	1.0173
0.2758	12.5714	616	1.0349	0.2528	1.0349	1.0173
0.2758	12.6122	618	1.0382	0.2528	1.0382	1.0189
0.2758	12.6531	620	1.0369	0.2954	1.0369	1.0183
0.2758	12.6939	622	1.0487	0.3388	1.0487	1.0240
0.2758	12.7347	624	1.0578	0.3017	1.0578	1.0285
0.2758	12.7755	626	1.0570	0.3388	1.0570	1.0281
0.2758	12.8163	628	1.0554	0.3532	1.0554	1.0273
0.2758	12.8571	630	1.0518	0.3532	1.0518	1.0256
0.2758	12.8980	632	1.0402	0.2812	1.0402	1.0199
0.2758	12.9388	634	1.0422	0.2643	1.0422	1.0209
0.2758	12.9796	636	1.0514	0.2643	1.0514	1.0254
0.2758	13.0204	638	1.0619	0.3112	1.0619	1.0305
0.2758	13.0612	640	1.0973	0.3308	1.0973	1.0475
0.2758	13.1020	642	1.1103	0.3159	1.1103	1.0537
0.2758	13.1429	644	1.0716	0.3408	1.0716	1.0352
0.2758	13.1837	646	1.0497	0.2974	1.0497	1.0245
0.2758	13.2245	648	1.0422	0.2351	1.0422	1.0209
0.2758	13.2653	650	1.0360	0.2497	1.0360	1.0178
0.2758	13.3061	652	1.0394	0.3056	1.0394	1.0195
0.2758	13.3469	654	1.0486	0.2667	1.0486	1.0240
0.2758	13.3878	656	1.0529	0.2643	1.0529	1.0261
0.2758	13.4286	658	1.0761	0.2974	1.0761	1.0374
0.2758	13.4694	660	1.1011	0.3128	1.1011	1.0493
0.2758	13.5102	662	1.1136	0.3540	1.1136	1.0553
0.2758	13.5510	664	1.1313	0.2997	1.1313	1.0636
0.2758	13.5918	666	1.1199	0.2939	1.1199	1.0582
0.2758	13.6327	668	1.0763	0.2879	1.0763	1.0374
0.2758	13.6735	670	1.0528	0.2579	1.0528	1.0260
0.2758	13.7143	672	1.0345	0.2351	1.0345	1.0171
0.2758	13.7551	674	1.0342	0.2114	1.0342	1.0169
0.2758	13.7959	676	1.0414	0.1788	1.0414	1.0205
0.2758	13.8367	678	1.0550	0.1788	1.0550	1.0271

Framework versions

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