ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_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: 1.0723
• Qwk: 0.1468
• Mse: 1.0723
• Rmse: 1.0355

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	0.0213	2	4.6214	0.0010	4.6214	2.1497
No log	0.0426	4	2.7547	0.0140	2.7547	1.6597
No log	0.0638	6	1.8271	0.0062	1.8271	1.3517
No log	0.0851	8	1.5697	0.1021	1.5697	1.2529
No log	0.1064	10	1.5239	0.0900	1.5239	1.2345
No log	0.1277	12	1.2345	0.1397	1.2345	1.1111
No log	0.1489	14	1.2024	0.1532	1.2024	1.0965
No log	0.1702	16	1.3168	0.0677	1.3168	1.1475
No log	0.1915	18	1.8245	0.0297	1.8245	1.3507
No log	0.2128	20	2.5688	-0.0104	2.5688	1.6028
No log	0.2340	22	2.5549	0.0202	2.5549	1.5984
No log	0.2553	24	2.0826	0.1244	2.0826	1.4431
No log	0.2766	26	1.5794	0.0942	1.5794	1.2567
No log	0.2979	28	1.3405	0.1959	1.3405	1.1578
No log	0.3191	30	1.2523	0.1696	1.2523	1.1191
No log	0.3404	32	1.2621	0.1935	1.2621	1.1234
No log	0.3617	34	1.4880	0.1474	1.4880	1.2199
No log	0.3830	36	1.6353	0.0616	1.6353	1.2788
No log	0.4043	38	1.4227	0.2678	1.4227	1.1928
No log	0.4255	40	1.3138	0.1792	1.3138	1.1462
No log	0.4468	42	1.3046	0.1030	1.3046	1.1422
No log	0.4681	44	1.2561	0.1290	1.2561	1.1207
No log	0.4894	46	1.2695	0.1951	1.2695	1.1267
No log	0.5106	48	1.4522	0.2056	1.4522	1.2051
No log	0.5319	50	1.7715	0.3053	1.7715	1.3310
No log	0.5532	52	1.8281	0.2801	1.8281	1.3521
No log	0.5745	54	1.6474	0.2030	1.6474	1.2835
No log	0.5957	56	1.4690	0.2418	1.4690	1.2120
No log	0.6170	58	1.2512	0.1748	1.2512	1.1186
No log	0.6383	60	1.2719	0.2054	1.2719	1.1278
No log	0.6596	62	1.2993	0.0385	1.2993	1.1399
No log	0.6809	64	1.2550	0.2054	1.2550	1.1203
No log	0.7021	66	1.2057	0.2233	1.2057	1.0981
No log	0.7234	68	1.3333	0.1773	1.3333	1.1547
No log	0.7447	70	1.5545	0.1341	1.5545	1.2468
No log	0.7660	72	1.5042	0.1426	1.5042	1.2265
No log	0.7872	74	1.3592	0.1725	1.3592	1.1658
No log	0.8085	76	1.3721	0.1725	1.3721	1.1714
No log	0.8298	78	1.4506	0.1547	1.4506	1.2044
No log	0.8511	80	1.5093	0.1547	1.5093	1.2285
No log	0.8723	82	1.5581	0.1395	1.5581	1.2482
No log	0.8936	84	1.3909	0.1113	1.3909	1.1794
No log	0.9149	86	1.4001	0.0732	1.4001	1.1832
No log	0.9362	88	1.4042	0.1434	1.4042	1.1850
No log	0.9574	90	1.4408	0.1434	1.4408	1.2003
No log	0.9787	92	1.5239	0.1176	1.5239	1.2345
No log	1.0	94	1.7849	0.0947	1.7849	1.3360
No log	1.0213	96	1.7037	0.0947	1.7037	1.3053
No log	1.0426	98	1.4070	0.0471	1.4070	1.1862
No log	1.0638	100	1.3331	0.1603	1.3331	1.1546
No log	1.0851	102	1.3561	0.1584	1.3561	1.1645
No log	1.1064	104	1.2970	0.0898	1.2970	1.1389
No log	1.1277	106	1.3328	0.1562	1.3328	1.1545
No log	1.1489	108	1.5685	0.2112	1.5685	1.2524
No log	1.1702	110	1.7344	0.12	1.7344	1.3170
No log	1.1915	112	1.6536	0.0989	1.6536	1.2859
No log	1.2128	114	1.4367	0.2337	1.4367	1.1986
No log	1.2340	116	1.2932	0.2697	1.2932	1.1372
No log	1.2553	118	1.3290	0.1732	1.3290	1.1528
No log	1.2766	120	1.3909	0.2491	1.3909	1.1794
No log	1.2979	122	1.4221	0.2013	1.4221	1.1925
No log	1.3191	124	1.4164	0.2101	1.4164	1.1901
No log	1.3404	126	1.3924	0.2194	1.3924	1.1800
No log	1.3617	128	1.4518	0.1760	1.4518	1.2049
No log	1.3830	130	1.6425	0.2019	1.6425	1.2816
No log	1.4043	132	1.9664	0.2202	1.9664	1.4023
No log	1.4255	134	2.0695	0.2111	2.0695	1.4386
No log	1.4468	136	1.9609	0.2234	1.9609	1.4003
No log	1.4681	138	1.5586	0.2713	1.5586	1.2485
No log	1.4894	140	1.3315	0.2048	1.3315	1.1539
No log	1.5106	142	1.2235	0.2130	1.2235	1.1061
No log	1.5319	144	1.1726	0.3133	1.1726	1.0829
No log	1.5532	146	1.1779	0.3935	1.1779	1.0853
No log	1.5745	148	1.2360	0.2851	1.2360	1.1118
No log	1.5957	150	1.2519	0.3359	1.2519	1.1189
No log	1.6170	152	1.2439	0.3803	1.2439	1.1153
No log	1.6383	154	1.2696	0.3345	1.2696	1.1268
No log	1.6596	156	1.2952	0.2293	1.2952	1.1381
No log	1.6809	158	1.3155	0.1734	1.3155	1.1470
No log	1.7021	160	1.3614	0.1700	1.3614	1.1668
No log	1.7234	162	1.3438	0.1700	1.3438	1.1592
No log	1.7447	164	1.3072	0.2585	1.3072	1.1433
No log	1.7660	166	1.3201	0.2905	1.3201	1.1490
No log	1.7872	168	1.3636	0.2480	1.3636	1.1677
No log	1.8085	170	1.3848	0.2400	1.3848	1.1768
No log	1.8298	172	1.3733	0.2683	1.3733	1.1719
No log	1.8511	174	1.2958	0.2536	1.2958	1.1383
No log	1.8723	176	1.2269	0.2794	1.2269	1.1077
No log	1.8936	178	1.2245	0.2263	1.2245	1.1066
No log	1.9149	180	1.2368	0.2424	1.2368	1.1121
No log	1.9362	182	1.2816	0.2399	1.2816	1.1321
No log	1.9574	184	1.3300	0.2070	1.3300	1.1532
No log	1.9787	186	1.3649	0.1997	1.3649	1.1683
No log	2.0	188	1.4559	0.2216	1.4559	1.2066
No log	2.0213	190	1.4208	0.2047	1.4208	1.1920
No log	2.0426	192	1.3483	0.2487	1.3483	1.1612
No log	2.0638	194	1.3043	0.3050	1.3043	1.1421
No log	2.0851	196	1.3306	0.3408	1.3306	1.1535
No log	2.1064	198	1.3254	0.3615	1.3254	1.1513
No log	2.1277	200	1.2897	0.3769	1.2897	1.1356
No log	2.1489	202	1.2767	0.3365	1.2767	1.1299
No log	2.1702	204	1.2671	0.2955	1.2671	1.1256
No log	2.1915	206	1.2928	0.1896	1.2928	1.1370
No log	2.2128	208	1.3110	0.2065	1.3110	1.1450
No log	2.2340	210	1.3205	0.2789	1.3205	1.1491
No log	2.2553	212	1.2303	0.2151	1.2303	1.1092
No log	2.2766	214	1.2061	0.3580	1.2061	1.0982
No log	2.2979	216	1.2548	0.3959	1.2548	1.1202
No log	2.3191	218	1.2416	0.3814	1.2416	1.1143
No log	2.3404	220	1.2180	0.3657	1.2180	1.1036
No log	2.3617	222	1.2549	0.3206	1.2549	1.1202
No log	2.3830	224	1.1917	0.3314	1.1917	1.0917
No log	2.4043	226	1.1526	0.4196	1.1526	1.0736
No log	2.4255	228	1.1513	0.3788	1.1513	1.0730
No log	2.4468	230	1.1581	0.4109	1.1581	1.0762
No log	2.4681	232	1.1742	0.3938	1.1742	1.0836
No log	2.4894	234	1.2056	0.3621	1.2056	1.0980
No log	2.5106	236	1.2618	0.3455	1.2618	1.1233
No log	2.5319	238	1.3038	0.3307	1.3038	1.1418
No log	2.5532	240	1.3371	0.3686	1.3371	1.1563
No log	2.5745	242	1.4136	0.3658	1.4136	1.1889
No log	2.5957	244	1.4803	0.2791	1.4803	1.2167
No log	2.6170	246	1.4407	0.2914	1.4407	1.2003
No log	2.6383	248	1.3555	0.3487	1.3555	1.1643
No log	2.6596	250	1.3016	0.3293	1.3016	1.1409
No log	2.6809	252	1.2165	0.3524	1.2165	1.1030
No log	2.7021	254	1.2004	0.3349	1.2004	1.0956
No log	2.7234	256	1.2221	0.3377	1.2221	1.1055
No log	2.7447	258	1.1894	0.2942	1.1894	1.0906
No log	2.7660	260	1.0982	0.3310	1.0982	1.0480
No log	2.7872	262	1.0776	0.3180	1.0776	1.0381
No log	2.8085	264	1.1233	0.3166	1.1233	1.0599
No log	2.8298	266	1.1547	0.3031	1.1547	1.0746
No log	2.8511	268	1.1351	0.3796	1.1351	1.0654
No log	2.8723	270	1.1780	0.2938	1.1780	1.0854
No log	2.8936	272	1.2135	0.2823	1.2135	1.1016
No log	2.9149	274	1.1739	0.2671	1.1739	1.0834
No log	2.9362	276	1.1378	0.3855	1.1378	1.0667
No log	2.9574	278	1.1477	0.4358	1.1477	1.0713
No log	2.9787	280	1.1384	0.3409	1.1384	1.0670
No log	3.0	282	1.1595	0.4286	1.1595	1.0768
No log	3.0213	284	1.2045	0.4196	1.2045	1.0975
No log	3.0426	286	1.2206	0.3985	1.2206	1.1048
No log	3.0638	288	1.2442	0.3166	1.2442	1.1154
No log	3.0851	290	1.3139	0.3180	1.3139	1.1463
No log	3.1064	292	1.3546	0.2851	1.3546	1.1639
No log	3.1277	294	1.3237	0.2002	1.3237	1.1505
No log	3.1489	296	1.2908	0.1996	1.2908	1.1362
No log	3.1702	298	1.2740	0.2544	1.2740	1.1287
No log	3.1915	300	1.2193	0.3205	1.2193	1.1042
No log	3.2128	302	1.2218	0.1606	1.2218	1.1054
No log	3.2340	304	1.2330	0.1420	1.2330	1.1104
No log	3.2553	306	1.2375	0.1443	1.2375	1.1124
No log	3.2766	308	1.2391	0.1863	1.2391	1.1131
No log	3.2979	310	1.2567	0.2511	1.2567	1.1210
No log	3.3191	312	1.2766	0.3017	1.2766	1.1298
No log	3.3404	314	1.2952	0.2702	1.2952	1.1381
No log	3.3617	316	1.3214	0.3858	1.3214	1.1495
No log	3.3830	318	1.3258	0.3329	1.3258	1.1514
No log	3.4043	320	1.3117	0.3266	1.3117	1.1453
No log	3.4255	322	1.2568	0.3516	1.2568	1.1211
No log	3.4468	324	1.2318	0.3162	1.2318	1.1099
No log	3.4681	326	1.2331	0.2659	1.2331	1.1104
No log	3.4894	328	1.2335	0.2888	1.2335	1.1106
No log	3.5106	330	1.1782	0.3157	1.1782	1.0854
No log	3.5319	332	1.1519	0.1849	1.1519	1.0733
No log	3.5532	334	1.1556	0.1455	1.1556	1.0750
No log	3.5745	336	1.1518	0.2950	1.1518	1.0732
No log	3.5957	338	1.1422	0.3160	1.1422	1.0687
No log	3.6170	340	1.1460	0.2926	1.1460	1.0705
No log	3.6383	342	1.2072	0.2625	1.2072	1.0987
No log	3.6596	344	1.2361	0.2669	1.2361	1.1118
No log	3.6809	346	1.2107	0.2496	1.2107	1.1003
No log	3.7021	348	1.1949	0.3938	1.1949	1.0931
No log	3.7234	350	1.1941	0.3938	1.1941	1.0928
No log	3.7447	352	1.1631	0.3938	1.1631	1.0785
No log	3.7660	354	1.1533	0.2989	1.1533	1.0739
No log	3.7872	356	1.1477	0.3119	1.1477	1.0713
No log	3.8085	358	1.1183	0.2770	1.1183	1.0575
No log	3.8298	360	1.1073	0.2944	1.1073	1.0523
No log	3.8511	362	1.1158	0.4343	1.1158	1.0563
No log	3.8723	364	1.1445	0.4440	1.1445	1.0698
No log	3.8936	366	1.1635	0.4440	1.1635	1.0787
No log	3.9149	368	1.1725	0.3517	1.1725	1.0828
No log	3.9362	370	1.1494	0.3215	1.1494	1.0721
No log	3.9574	372	1.1209	0.3237	1.1209	1.0587
No log	3.9787	374	1.1000	0.3733	1.1000	1.0488
No log	4.0	376	1.0911	0.3733	1.0911	1.0446
No log	4.0213	378	1.0937	0.3733	1.0937	1.0458
No log	4.0426	380	1.1059	0.3237	1.1059	1.0516
No log	4.0638	382	1.1335	0.3297	1.1335	1.0646
No log	4.0851	384	1.1890	0.4191	1.1890	1.0904
No log	4.1064	386	1.2337	0.3421	1.2337	1.1107
No log	4.1277	388	1.2228	0.3610	1.2228	1.1058
No log	4.1489	390	1.1737	0.3336	1.1737	1.0834
No log	4.1702	392	1.1635	0.3477	1.1635	1.0786
No log	4.1915	394	1.1390	0.3957	1.1390	1.0672
No log	4.2128	396	1.1102	0.4685	1.1102	1.0536
No log	4.2340	398	1.0854	0.4685	1.0854	1.0418
No log	4.2553	400	1.0621	0.4554	1.0621	1.0306
No log	4.2766	402	1.0518	0.4554	1.0518	1.0256
No log	4.2979	404	1.0374	0.4554	1.0374	1.0185
No log	4.3191	406	1.0162	0.4125	1.0162	1.0081
No log	4.3404	408	0.9947	0.3804	0.9947	0.9973
No log	4.3617	410	0.9943	0.3692	0.9943	0.9972
No log	4.3830	412	0.9982	0.3692	0.9982	0.9991
No log	4.4043	414	0.9953	0.3930	0.9953	0.9976
No log	4.4255	416	1.0010	0.3885	1.0010	1.0005
No log	4.4468	418	1.0064	0.4352	1.0064	1.0032
No log	4.4681	420	1.0306	0.4912	1.0306	1.0152
No log	4.4894	422	1.0591	0.4440	1.0591	1.0291
No log	4.5106	424	1.0711	0.3842	1.0711	1.0350
No log	4.5319	426	1.0705	0.4288	1.0705	1.0346
No log	4.5532	428	1.0729	0.2577	1.0729	1.0358
No log	4.5745	430	1.0697	0.2577	1.0697	1.0343
No log	4.5957	432	1.0036	0.4609	1.0036	1.0018
No log	4.6170	434	0.9879	0.4634	0.9879	0.9939
No log	4.6383	436	0.9983	0.4829	0.9983	0.9991
No log	4.6596	438	1.0195	0.4920	1.0195	1.0097
No log	4.6809	440	1.0446	0.4699	1.0446	1.0221
No log	4.7021	442	1.0950	0.4055	1.0950	1.0464
No log	4.7234	444	1.1895	0.3172	1.1895	1.0906
No log	4.7447	446	1.2754	0.3338	1.2754	1.1293
No log	4.7660	448	1.2927	0.2933	1.2927	1.1370
No log	4.7872	450	1.2798	0.2820	1.2798	1.1313
No log	4.8085	452	1.2141	0.3238	1.2141	1.1019
No log	4.8298	454	1.1438	0.4010	1.1438	1.0695
No log	4.8511	456	1.0848	0.4668	1.0848	1.0415
No log	4.8723	458	1.0910	0.4366	1.0910	1.0445
No log	4.8936	460	1.0667	0.2973	1.0667	1.0328
No log	4.9149	462	1.0471	0.3230	1.0471	1.0233
No log	4.9362	464	1.0699	0.3406	1.0699	1.0343
No log	4.9574	466	1.0751	0.3648	1.0751	1.0369
No log	4.9787	468	1.0802	0.3527	1.0802	1.0393
No log	5.0	470	1.0955	0.4458	1.0955	1.0467
No log	5.0213	472	1.1081	0.4335	1.1081	1.0527
No log	5.0426	474	1.0936	0.4337	1.0936	1.0458
No log	5.0638	476	1.1224	0.3371	1.1224	1.0595
No log	5.0851	478	1.2467	0.2217	1.2467	1.1165
No log	5.1064	480	1.2678	0.2096	1.2678	1.1259
No log	5.1277	482	1.1779	0.2308	1.1779	1.0853
No log	5.1489	484	1.0847	0.4197	1.0847	1.0415
No log	5.1702	486	1.0782	0.3756	1.0782	1.0384
No log	5.1915	488	1.0954	0.3377	1.0954	1.0466
No log	5.2128	490	1.0974	0.3661	1.0974	1.0476
No log	5.2340	492	1.0955	0.4160	1.0955	1.0467
No log	5.2553	494	1.1420	0.3146	1.1420	1.0686
No log	5.2766	496	1.2048	0.2470	1.2048	1.0976
No log	5.2979	498	1.2430	0.2087	1.2430	1.1149
0.3994	5.3191	500	1.2222	0.2385	1.2222	1.1055
0.3994	5.3404	502	1.1636	0.2944	1.1636	1.0787
0.3994	5.3617	504	1.1505	0.3697	1.1505	1.0726
0.3994	5.3830	506	1.1937	0.3273	1.1937	1.0926
0.3994	5.4043	508	1.2180	0.3329	1.2180	1.1036
0.3994	5.4255	510	1.2197	0.3097	1.2197	1.1044
0.3994	5.4468	512	1.2119	0.3053	1.2119	1.1008
0.3994	5.4681	514	1.1963	0.3180	1.1963	1.0938
0.3994	5.4894	516	1.1981	0.3094	1.1981	1.0946
0.3994	5.5106	518	1.1740	0.3031	1.1740	1.0835
0.3994	5.5319	520	1.1577	0.3189	1.1577	1.0760
0.3994	5.5532	522	1.1421	0.3516	1.1421	1.0687
0.3994	5.5745	524	1.1374	0.4440	1.1374	1.0665
0.3994	5.5957	526	1.1313	0.4358	1.1313	1.0636
0.3994	5.6170	528	1.1381	0.3189	1.1381	1.0668
0.3994	5.6383	530	1.1881	0.2565	1.1881	1.0900
0.3994	5.6596	532	1.2177	0.2424	1.2177	1.1035
0.3994	5.6809	534	1.2267	0.3094	1.2267	1.1076
0.3994	5.7021	536	1.1800	0.4477	1.1800	1.0863
0.3994	5.7234	538	1.1213	0.4472	1.1213	1.0589
0.3994	5.7447	540	1.0981	0.4407	1.0981	1.0479
0.3994	5.7660	542	1.1124	0.4126	1.1124	1.0547
0.3994	5.7872	544	1.1146	0.4181	1.1146	1.0558
0.3994	5.8085	546	1.0990	0.3995	1.0990	1.0484
0.3994	5.8298	548	1.1058	0.4181	1.1058	1.0516
0.3994	5.8511	550	1.1462	0.3876	1.1462	1.0706
0.3994	5.8723	552	1.1733	0.3753	1.1733	1.0832
0.3994	5.8936	554	1.1733	0.4196	1.1733	1.0832
0.3994	5.9149	556	1.1984	0.4088	1.1984	1.0947
0.3994	5.9362	558	1.2454	0.2545	1.2454	1.1160
0.3994	5.9574	560	1.2667	0.2589	1.2667	1.1255
0.3994	5.9787	562	1.2331	0.2084	1.2331	1.1104
0.3994	6.0	564	1.1458	0.2654	1.1458	1.0704
0.3994	6.0213	566	1.1158	0.4920	1.1158	1.0563
0.3994	6.0426	568	1.1240	0.3680	1.1240	1.0602
0.3994	6.0638	570	1.1502	0.3214	1.1502	1.0725
0.3994	6.0851	572	1.1215	0.3545	1.1215	1.0590
0.3994	6.1064	574	1.0904	0.3742	1.0904	1.0442
0.3994	6.1277	576	1.0980	0.2697	1.0980	1.0478
0.3994	6.1489	578	1.1233	0.2534	1.1233	1.0598
0.3994	6.1702	580	1.1296	0.2787	1.1296	1.0628
0.3994	6.1915	582	1.1193	0.3834	1.1193	1.0580
0.3994	6.2128	584	1.1078	0.4370	1.1078	1.0525
0.3994	6.2340	586	1.1075	0.4126	1.1075	1.0524
0.3994	6.2553	588	1.0947	0.4435	1.0947	1.0463
0.3994	6.2766	590	1.0856	0.4123	1.0856	1.0419
0.3994	6.2979	592	1.0989	0.3379	1.0989	1.0483
0.3994	6.3191	594	1.1576	0.2654	1.1576	1.0759
0.3994	6.3404	596	1.2571	0.2275	1.2571	1.1212
0.3994	6.3617	598	1.3101	0.2758	1.3101	1.1446
0.3994	6.3830	600	1.2860	0.2758	1.2860	1.1340
0.3994	6.4043	602	1.2343	0.2313	1.2343	1.1110
0.3994	6.4255	604	1.1708	0.2901	1.1708	1.0820
0.3994	6.4468	606	1.1106	0.3379	1.1106	1.0538
0.3994	6.4681	608	1.0934	0.3852	1.0934	1.0456
0.3994	6.4894	610	1.0849	0.3344	1.0849	1.0416
0.3994	6.5106	612	1.0787	0.2993	1.0787	1.0386
0.3994	6.5319	614	1.0706	0.2898	1.0706	1.0347
0.3994	6.5532	616	1.0639	0.2241	1.0639	1.0315
0.3994	6.5745	618	1.0694	0.2293	1.0694	1.0341
0.3994	6.5957	620	1.0745	0.2344	1.0745	1.0366
0.3994	6.6170	622	1.0657	0.2388	1.0657	1.0323
0.3994	6.6383	624	1.0670	0.2661	1.0670	1.0330
0.3994	6.6596	626	1.0768	0.2755	1.0768	1.0377
0.3994	6.6809	628	1.0791	0.2755	1.0791	1.0388
0.3994	6.7021	630	1.0781	0.2755	1.0781	1.0383
0.3994	6.7234	632	1.0806	0.3511	1.0806	1.0395
0.3994	6.7447	634	1.0831	0.3134	1.0831	1.0407
0.3994	6.7660	636	1.0858	0.2483	1.0858	1.0420
0.3994	6.7872	638	1.0823	0.2483	1.0823	1.0403
0.3994	6.8085	640	1.0788	0.2612	1.0788	1.0386
0.3994	6.8298	642	1.0803	0.3371	1.0803	1.0394
0.3994	6.8511	644	1.1040	0.3688	1.1040	1.0507
0.3994	6.8723	646	1.1596	0.3099	1.1596	1.0769
0.3994	6.8936	648	1.1976	0.2822	1.1976	1.0944
0.3994	6.9149	650	1.1923	0.2765	1.1923	1.0919
0.3994	6.9362	652	1.1310	0.3427	1.1310	1.0635
0.3994	6.9574	654	1.0984	0.3567	1.0984	1.0480
0.3994	6.9787	656	1.0864	0.3661	1.0864	1.0423
0.3994	7.0	658	1.0779	0.3661	1.0779	1.0382
0.3994	7.0213	660	1.0680	0.3415	1.0680	1.0335
0.3994	7.0426	662	1.0616	0.3159	1.0616	1.0304
0.3994	7.0638	664	1.0666	0.3154	1.0666	1.0327
0.3994	7.0851	666	1.0643	0.3205	1.0643	1.0317
0.3994	7.1064	668	1.0693	0.3301	1.0693	1.0341
0.3994	7.1277	670	1.0879	0.3500	1.0879	1.0430
0.3994	7.1489	672	1.1126	0.3081	1.1126	1.0548
0.3994	7.1702	674	1.1429	0.3353	1.1429	1.0690
0.3994	7.1915	676	1.1898	0.3154	1.1898	1.0908
0.3994	7.2128	678	1.1948	0.2924	1.1948	1.0931
0.3994	7.2340	680	1.1451	0.3286	1.1451	1.0701
0.3994	7.2553	682	1.1216	0.3418	1.1216	1.0591
0.3994	7.2766	684	1.1085	0.3870	1.1085	1.0529
0.3994	7.2979	686	1.0905	0.3631	1.0905	1.0443
0.3994	7.3191	688	1.0729	0.3631	1.0729	1.0358
0.3994	7.3404	690	1.0654	0.3631	1.0654	1.0322
0.3994	7.3617	692	1.0648	0.3065	1.0648	1.0319
0.3994	7.3830	694	1.0581	0.3065	1.0581	1.0286
0.3994	7.4043	696	1.0535	0.2898	1.0535	1.0264
0.3994	7.4255	698	1.0502	0.2539	1.0502	1.0248
0.3994	7.4468	700	1.0561	0.2625	1.0561	1.0277
0.3994	7.4681	702	1.0665	0.3554	1.0665	1.0327
0.3994	7.4894	704	1.0862	0.3458	1.0862	1.0422
0.3994	7.5106	706	1.1017	0.3390	1.1017	1.0496
0.3994	7.5319	708	1.1112	0.3294	1.1112	1.0541
0.3994	7.5532	710	1.1180	0.3099	1.1180	1.0573
0.3994	7.5745	712	1.1212	0.3516	1.1212	1.0588
0.3994	7.5957	714	1.1201	0.3596	1.1201	1.0584
0.3994	7.6170	716	1.0948	0.3648	1.0948	1.0463
0.3994	7.6383	718	1.0927	0.3701	1.0927	1.0453
0.3994	7.6596	720	1.0896	0.3511	1.0896	1.0438
0.3994	7.6809	722	1.0836	0.3453	1.0836	1.0410
0.3994	7.7021	724	1.0734	0.3119	1.0734	1.0360
0.3994	7.7234	726	1.0597	0.3119	1.0597	1.0294
0.3994	7.7447	728	1.0588	0.3119	1.0588	1.0290
0.3994	7.7660	730	1.0723	0.3205	1.0723	1.0355
0.3994	7.7872	732	1.1131	0.3199	1.1131	1.0550
0.3994	7.8085	734	1.1320	0.3010	1.1320	1.0639
0.3994	7.8298	736	1.1005	0.3218	1.1005	1.0490
0.3994	7.8511	738	1.0762	0.3472	1.0762	1.0374
0.3994	7.8723	740	1.0899	0.3796	1.0899	1.0440
0.3994	7.8936	742	1.1073	0.4254	1.1073	1.0523
0.3994	7.9149	744	1.1082	0.3935	1.1082	1.0527
0.3994	7.9362	746	1.0993	0.3527	1.0993	1.0485
0.3994	7.9574	748	1.1052	0.3919	1.1052	1.0513
0.3994	7.9787	750	1.1080	0.3280	1.1080	1.0526
0.3994	8.0	752	1.1116	0.3189	1.1116	1.0543
0.3994	8.0213	754	1.1057	0.3104	1.1057	1.0515
0.3994	8.0426	756	1.1040	0.3104	1.1040	1.0507
0.3994	8.0638	758	1.0842	0.3529	1.0842	1.0412
0.3994	8.0851	760	1.0664	0.3723	1.0664	1.0327
0.3994	8.1064	762	1.0445	0.3554	1.0445	1.0220
0.3994	8.1277	764	1.0375	0.3554	1.0375	1.0186
0.3994	8.1489	766	1.0393	0.3554	1.0393	1.0195
0.3994	8.1702	768	1.0516	0.4514	1.0516	1.0255
0.3994	8.1915	770	1.0578	0.4718	1.0578	1.0285
0.3994	8.2128	772	1.0478	0.3875	1.0478	1.0236
0.3994	8.2340	774	1.0464	0.3875	1.0464	1.0230
0.3994	8.2553	776	1.0376	0.3969	1.0376	1.0186
0.3994	8.2766	778	1.0312	0.4159	1.0312	1.0155
0.3994	8.2979	780	1.0457	0.4216	1.0457	1.0226
0.3994	8.3191	782	1.0684	0.4216	1.0684	1.0336
0.3994	8.3404	784	1.0666	0.3772	1.0666	1.0328
0.3994	8.3617	786	1.0610	0.4292	1.0610	1.0301
0.3994	8.3830	788	1.0698	0.3637	1.0698	1.0343
0.3994	8.4043	790	1.0669	0.4061	1.0669	1.0329
0.3994	8.4255	792	1.0565	0.3554	1.0565	1.0279
0.3994	8.4468	794	1.0575	0.3085	1.0575	1.0284
0.3994	8.4681	796	1.0674	0.2991	1.0674	1.0332
0.3994	8.4894	798	1.0615	0.3085	1.0615	1.0303
0.3994	8.5106	800	1.0554	0.3180	1.0554	1.0273
0.3994	8.5319	802	1.0494	0.3230	1.0494	1.0244
0.3994	8.5532	804	1.0520	0.3089	1.0520	1.0257
0.3994	8.5745	806	1.0517	0.3275	1.0517	1.0255
0.3994	8.5957	808	1.0482	0.3650	1.0482	1.0238
0.3994	8.6170	810	1.0430	0.3692	1.0430	1.0213
0.3994	8.6383	812	1.0401	0.3681	1.0401	1.0198
0.3994	8.6596	814	1.0430	0.3584	1.0430	1.0213
0.3994	8.6809	816	1.0343	0.3443	1.0343	1.0170
0.3994	8.7021	818	1.0139	0.3180	1.0139	1.0069
0.3994	8.7234	820	1.0211	0.3387	1.0211	1.0105
0.3994	8.7447	822	1.0520	0.3427	1.0520	1.0257
0.3994	8.7660	824	1.0610	0.3651	1.0610	1.0301
0.3994	8.7872	826	1.0482	0.3195	1.0482	1.0238
0.3994	8.8085	828	1.0304	0.3525	1.0304	1.0151
0.3994	8.8298	830	1.0137	0.3430	1.0137	1.0068
0.3994	8.8511	832	1.0123	0.3525	1.0123	1.0062
0.3994	8.8723	834	1.0319	0.3344	1.0319	1.0158
0.3994	8.8936	836	1.0548	0.3478	1.0548	1.0270
0.3994	8.9149	838	1.0660	0.3344	1.0660	1.0325
0.3994	8.9362	840	1.0635	0.2803	1.0635	1.0313
0.3994	8.9574	842	1.0701	0.2803	1.0701	1.0345
0.3994	8.9787	844	1.0804	0.2803	1.0804	1.0394
0.3994	9.0	846	1.0984	0.3541	1.0984	1.0481
0.3994	9.0213	848	1.1039	0.3541	1.1039	1.0507
0.3994	9.0426	850	1.0878	0.3159	1.0878	1.0430
0.3994	9.0638	852	1.0731	0.2803	1.0731	1.0359
0.3994	9.0851	854	1.0676	0.2803	1.0676	1.0333
0.3994	9.1064	856	1.0602	0.2726	1.0602	1.0297
0.3994	9.1277	858	1.0550	0.2803	1.0550	1.0271
0.3994	9.1489	860	1.0581	0.2709	1.0581	1.0286
0.3994	9.1702	862	1.0510	0.2394	1.0510	1.0252
0.3994	9.1915	864	1.0522	0.2692	1.0522	1.0258
0.3994	9.2128	866	1.0517	0.2921	1.0517	1.0255
0.3994	9.2340	868	1.0361	0.2773	1.0361	1.0179
0.3994	9.2553	870	1.0196	0.3336	1.0196	1.0097
0.3994	9.2766	872	1.0404	0.4234	1.0404	1.0200
0.3994	9.2979	874	1.0791	0.3546	1.0791	1.0388
0.3994	9.3191	876	1.1180	0.3546	1.1180	1.0573
0.3994	9.3404	878	1.1905	0.2701	1.1905	1.0911
0.3994	9.3617	880	1.2182	0.2260	1.2182	1.1037
0.3994	9.3830	882	1.1881	0.2498	1.1881	1.0900
0.3994	9.4043	884	1.1121	0.3606	1.1121	1.0546
0.3994	9.4255	886	1.0699	0.3697	1.0699	1.0343
0.3994	9.4468	888	1.0727	0.4695	1.0727	1.0357
0.3994	9.4681	890	1.0767	0.4026	1.0767	1.0377
0.3994	9.4894	892	1.0914	0.375	1.0914	1.0447
0.3994	9.5106	894	1.1044	0.3476	1.1044	1.0509
0.3994	9.5319	896	1.1117	0.2966	1.1117	1.0544
0.3994	9.5532	898	1.1126	0.2624	1.1126	1.0548
0.3994	9.5745	900	1.1049	0.3126	1.1049	1.0511
0.3994	9.5957	902	1.0872	0.2966	1.0872	1.0427
0.3994	9.6170	904	1.0808	0.2993	1.0808	1.0396
0.3994	9.6383	906	1.0845	0.2528	1.0845	1.0414
0.3994	9.6596	908	1.0923	0.2737	1.0923	1.0451
0.3994	9.6809	910	1.0928	0.3111	1.0927	1.0453
0.3994	9.7021	912	1.0921	0.4159	1.0921	1.0450
0.3994	9.7234	914	1.1090	0.3421	1.1090	1.0531
0.3994	9.7447	916	1.1781	0.1999	1.1781	1.0854
0.3994	9.7660	918	1.2810	0.2191	1.2810	1.1318
0.3994	9.7872	920	1.3661	0.2516	1.3661	1.1688
0.3994	9.8085	922	1.3462	0.2650	1.3462	1.1602
0.3994	9.8298	924	1.2586	0.1894	1.2586	1.1219
0.3994	9.8511	926	1.1937	0.1914	1.1937	1.0926
0.3994	9.8723	928	1.1424	0.2945	1.1424	1.0688
0.3994	9.8936	930	1.1266	0.3567	1.1266	1.0614
0.3994	9.9149	932	1.1173	0.3836	1.1173	1.0570
0.3994	9.9362	934	1.1027	0.2923	1.1027	1.0501
0.3994	9.9574	936	1.0934	0.3062	1.0934	1.0456
0.3994	9.9787	938	1.0885	0.2629	1.0885	1.0433
0.3994	10.0	940	1.0837	0.2199	1.0837	1.0410
0.3994	10.0213	942	1.0814	0.2592	1.0814	1.0399
0.3994	10.0426	944	1.0829	0.2440	1.0829	1.0406
0.3994	10.0638	946	1.0788	0.2802	1.0788	1.0387
0.3994	10.0851	948	1.0763	0.3482	1.0763	1.0375
0.3994	10.1064	950	1.0728	0.3482	1.0728	1.0358
0.3994	10.1277	952	1.0623	0.3671	1.0623	1.0307
0.3994	10.1489	954	1.0650	0.3430	1.0650	1.0320
0.3994	10.1702	956	1.0710	0.3085	1.0710	1.0349
0.3994	10.1915	958	1.0723	0.2709	1.0723	1.0355
0.3994	10.2128	960	1.0764	0.2803	1.0764	1.0375
0.3994	10.2340	962	1.0770	0.2803	1.0770	1.0378
0.3994	10.2553	964	1.0906	0.2512	1.0906	1.0443
0.3994	10.2766	966	1.1079	0.1871	1.1079	1.0526
0.3994	10.2979	968	1.1026	0.1467	1.1026	1.0500
0.3994	10.3191	970	1.0947	0.1210	1.0947	1.0463
0.3994	10.3404	972	1.0860	0.1016	1.0860	1.0421
0.3994	10.3617	974	1.0723	0.1468	1.0723	1.0355

Framework versions

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