ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k12_task7_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: 0.8799
• Qwk: 0.3934
• Mse: 0.8799
• Rmse: 0.9380

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	0.0645	2	2.4631	-0.0109	2.4631	1.5694
No log	0.1290	4	1.2209	0.0731	1.2209	1.1050
No log	0.1935	6	1.0709	-0.1304	1.0709	1.0348
No log	0.2581	8	1.0735	-0.0425	1.0735	1.0361
No log	0.3226	10	1.2457	-0.1136	1.2457	1.1161
No log	0.3871	12	1.1012	0.1141	1.1012	1.0494
No log	0.4516	14	0.9763	0.1142	0.9763	0.9881
No log	0.5161	16	0.9178	0.0993	0.9178	0.9580
No log	0.5806	18	0.8845	0.2063	0.8845	0.9405
No log	0.6452	20	0.9119	0.2904	0.9119	0.9549
No log	0.7097	22	0.9338	0.1672	0.9338	0.9663
No log	0.7742	24	0.9319	0.2063	0.9319	0.9653
No log	0.8387	26	0.9389	0.1888	0.9389	0.9690
No log	0.9032	28	1.0383	0.1421	1.0383	1.0190
No log	0.9677	30	0.9213	0.1439	0.9213	0.9598
No log	1.0323	32	0.7758	0.1440	0.7758	0.8808
No log	1.0968	34	0.7662	0.0330	0.7662	0.8753
No log	1.1613	36	0.7574	0.1752	0.7574	0.8703
No log	1.2258	38	0.7988	0.2950	0.7988	0.8938
No log	1.2903	40	0.8990	0.2670	0.8990	0.9482
No log	1.3548	42	0.9355	0.2259	0.9355	0.9672
No log	1.4194	44	0.9082	0.1672	0.9082	0.9530
No log	1.4839	46	0.9422	0.1624	0.9422	0.9707
No log	1.5484	48	0.9226	0.1487	0.9226	0.9605
No log	1.6129	50	0.8783	0.1946	0.8783	0.9372
No log	1.6774	52	0.9102	0.1946	0.9102	0.9540
No log	1.7419	54	0.9743	0.1661	0.9743	0.9871
No log	1.8065	56	0.9917	0.0149	0.9917	0.9958
No log	1.8710	58	0.9380	0.0149	0.9380	0.9685
No log	1.9355	60	0.9380	0.0154	0.9380	0.9685
No log	2.0	62	0.9860	0.1373	0.9860	0.9930
No log	2.0645	64	1.0599	0.1348	1.0599	1.0295
No log	2.1290	66	1.0622	0.0952	1.0622	1.0307
No log	2.1935	68	1.0112	0.1955	1.0112	1.0056
No log	2.2581	70	0.9475	0.2722	0.9475	0.9734
No log	2.3226	72	0.9664	0.2395	0.9664	0.9830
No log	2.3871	74	1.0157	0.2862	1.0157	1.0078
No log	2.4516	76	1.0839	0.1646	1.0839	1.0411
No log	2.5161	78	1.0903	0.2322	1.0903	1.0442
No log	2.5806	80	1.0733	0.2023	1.0733	1.0360
No log	2.6452	82	1.0611	0.3327	1.0611	1.0301
No log	2.7097	84	1.0091	0.3959	1.0091	1.0045
No log	2.7742	86	1.0877	0.3473	1.0877	1.0429
No log	2.8387	88	1.6923	0.1315	1.6923	1.3009
No log	2.9032	90	1.7841	0.1307	1.7841	1.3357
No log	2.9677	92	1.1842	0.3273	1.1842	1.0882
No log	3.0323	94	0.8484	0.3377	0.8484	0.9211
No log	3.0968	96	0.8506	0.3450	0.8506	0.9223
No log	3.1613	98	0.7841	0.2981	0.7841	0.8855
No log	3.2258	100	0.8079	0.1410	0.8079	0.8989
No log	3.2903	102	0.8247	0.1410	0.8247	0.9081
No log	3.3548	104	0.7913	0.0971	0.7913	0.8896
No log	3.4194	106	0.8404	0.3637	0.8404	0.9167
No log	3.4839	108	0.9771	0.3294	0.9771	0.9885
No log	3.5484	110	1.1093	0.2166	1.1093	1.0532
No log	3.6129	112	1.0930	0.2321	1.0930	1.0455
No log	3.6774	114	1.1089	0.1264	1.1089	1.0530
No log	3.7419	116	1.1387	0.0656	1.1387	1.0671
No log	3.8065	118	1.1613	0.0558	1.1613	1.0776
No log	3.8710	120	1.3160	0.1067	1.3160	1.1472
No log	3.9355	122	1.4415	0.0972	1.4415	1.2006
No log	4.0	124	1.4267	0.0972	1.4267	1.1945
No log	4.0645	126	1.3000	0.1696	1.3000	1.1402
No log	4.1290	128	1.3839	0.0995	1.3839	1.1764
No log	4.1935	130	1.4415	0.0929	1.4415	1.2006
No log	4.2581	132	1.4905	0.0462	1.4905	1.2209
No log	4.3226	134	1.5509	0.0642	1.5509	1.2454
No log	4.3871	136	1.3390	0.1330	1.3390	1.1571
No log	4.4516	138	1.0608	0.2728	1.0608	1.0300
No log	4.5161	140	0.8604	0.1753	0.8604	0.9276
No log	4.5806	142	0.9228	0.2439	0.9228	0.9606
No log	4.6452	144	0.9927	0.3159	0.9927	0.9963
No log	4.7097	146	0.9046	0.3121	0.9046	0.9511
No log	4.7742	148	0.8995	0.2926	0.8995	0.9484
No log	4.8387	150	0.8507	0.1952	0.8507	0.9224
No log	4.9032	152	0.8760	0.2237	0.8760	0.9359
No log	4.9677	154	0.9840	0.2616	0.9840	0.9920
No log	5.0323	156	0.9465	0.2812	0.9465	0.9729
No log	5.0968	158	0.8959	0.1773	0.8959	0.9465
No log	5.1613	160	0.9408	0.2749	0.9408	0.9700
No log	5.2258	162	1.0093	0.2471	1.0093	1.0046
No log	5.2903	164	1.1674	0.2548	1.1674	1.0805
No log	5.3548	166	1.1032	0.2451	1.1032	1.0503
No log	5.4194	168	1.0127	0.2453	1.0127	1.0063
No log	5.4839	170	1.0568	0.1960	1.0568	1.0280
No log	5.5484	172	1.0430	0.2627	1.0430	1.0213
No log	5.6129	174	0.9257	0.1641	0.9257	0.9621
No log	5.6774	176	0.9240	0.1990	0.9240	0.9612
No log	5.7419	178	1.0869	0.2777	1.0869	1.0425
No log	5.8065	180	1.3979	0.1413	1.3979	1.1823
No log	5.8710	182	1.4242	0.1387	1.4242	1.1934
No log	5.9355	184	1.2257	0.1502	1.2257	1.1071
No log	6.0	186	1.0029	0.3243	1.0029	1.0014
No log	6.0645	188	0.9435	0.2071	0.9435	0.9713
No log	6.1290	190	0.9964	0.3503	0.9964	0.9982
No log	6.1935	192	1.1342	0.2971	1.1342	1.0650
No log	6.2581	194	1.1685	0.3102	1.1685	1.0810
No log	6.3226	196	1.1341	0.2424	1.1341	1.0649
No log	6.3871	198	1.0978	0.2491	1.0978	1.0478
No log	6.4516	200	1.1440	0.2113	1.1440	1.0696
No log	6.5161	202	1.0711	0.2249	1.0711	1.0350
No log	6.5806	204	1.0646	0.2242	1.0646	1.0318
No log	6.6452	206	1.1561	0.2885	1.1561	1.0752
No log	6.7097	208	1.1811	0.3099	1.1811	1.0868
No log	6.7742	210	1.1466	0.2752	1.1466	1.0708
No log	6.8387	212	1.1144	0.2752	1.1144	1.0556
No log	6.9032	214	1.0338	0.2627	1.0338	1.0168
No log	6.9677	216	0.9450	0.2770	0.9450	0.9721
No log	7.0323	218	0.9453	0.2770	0.9453	0.9723
No log	7.0968	220	0.9410	0.2929	0.9410	0.9701
No log	7.1613	222	0.9488	0.1834	0.9488	0.9740
No log	7.2258	224	1.0755	0.2424	1.0755	1.0370
No log	7.2903	226	1.2787	0.1777	1.2787	1.1308
No log	7.3548	228	1.1723	0.1636	1.1723	1.0827
No log	7.4194	230	0.9884	0.1930	0.9884	0.9942
No log	7.4839	232	0.9645	0.1066	0.9645	0.9821
No log	7.5484	234	1.0147	0.1930	1.0147	1.0073
No log	7.6129	236	1.1684	0.1803	1.1684	1.0809
No log	7.6774	238	1.1917	0.1451	1.1917	1.0917
No log	7.7419	240	1.0689	0.1405	1.0689	1.0339
No log	7.8065	242	1.0561	0.1712	1.0561	1.0277
No log	7.8710	244	1.0787	0.1374	1.0787	1.0386
No log	7.9355	246	1.2116	0.0501	1.2116	1.1007
No log	8.0	248	1.4013	0.0873	1.4013	1.1838
No log	8.0645	250	1.6146	0.0830	1.6146	1.2707
No log	8.1290	252	1.5167	0.0888	1.5167	1.2315
No log	8.1935	254	1.2098	0.1445	1.2098	1.0999
No log	8.2581	256	1.0572	0.1954	1.0572	1.0282
No log	8.3226	258	1.0985	0.1304	1.0985	1.0481
No log	8.3871	260	1.2327	0.2101	1.2327	1.1103
No log	8.4516	262	1.2078	0.2176	1.2078	1.0990
No log	8.5161	264	1.0438	0.1801	1.0438	1.0217
No log	8.5806	266	1.0064	0.2372	1.0064	1.0032
No log	8.6452	268	1.0142	0.2711	1.0142	1.0071
No log	8.7097	270	0.9878	0.0773	0.9878	0.9939
No log	8.7742	272	1.1548	0.2254	1.1548	1.0746
No log	8.8387	274	1.3206	0.1468	1.3206	1.1492
No log	8.9032	276	1.2898	0.1763	1.2898	1.1357
No log	8.9677	278	1.1190	0.2568	1.1190	1.0578
No log	9.0323	280	0.9979	0.2900	0.9979	0.9989
No log	9.0968	282	0.9549	0.1818	0.9549	0.9772
No log	9.1613	284	0.9814	0.3059	0.9814	0.9907
No log	9.2258	286	1.1422	0.2065	1.1422	1.0687
No log	9.2903	288	1.2019	0.1839	1.2019	1.0963
No log	9.3548	290	1.1003	0.2138	1.1003	1.0490
No log	9.4194	292	1.0015	0.3195	1.0015	1.0008
No log	9.4839	294	0.9737	0.3886	0.9737	0.9868
No log	9.5484	296	1.0008	0.3506	1.0008	1.0004
No log	9.6129	298	1.0755	0.2682	1.0755	1.0371
No log	9.6774	300	1.1201	0.2080	1.1201	1.0584
No log	9.7419	302	1.0440	0.2993	1.0440	1.0218
No log	9.8065	304	0.9438	0.3740	0.9438	0.9715
No log	9.8710	306	1.0171	0.3144	1.0171	1.0085
No log	9.9355	308	1.0468	0.3123	1.0468	1.0231
No log	10.0	310	0.9105	0.3740	0.9105	0.9542
No log	10.0645	312	0.8085	0.3197	0.8085	0.8992
No log	10.1290	314	0.8378	0.4114	0.8378	0.9153
No log	10.1935	316	0.8625	0.4512	0.8625	0.9287
No log	10.2581	318	0.9190	0.4018	0.9190	0.9586
No log	10.3226	320	0.9697	0.3346	0.9697	0.9847
No log	10.3871	322	0.8461	0.4369	0.8461	0.9198
No log	10.4516	324	0.7406	0.2342	0.7406	0.8606
No log	10.5161	326	0.7474	0.2920	0.7474	0.8645
No log	10.5806	328	0.8361	0.4081	0.8361	0.9144
No log	10.6452	330	0.9929	0.3946	0.9929	0.9964
No log	10.7097	332	1.2459	0.1965	1.2459	1.1162
No log	10.7742	334	1.3304	0.2247	1.3304	1.1534
No log	10.8387	336	1.1259	0.2176	1.1259	1.0611
No log	10.9032	338	0.8838	0.3822	0.8838	0.9401
No log	10.9677	340	0.7856	0.3465	0.7856	0.8864
No log	11.0323	342	0.7860	0.3465	0.7860	0.8866
No log	11.0968	344	0.9164	0.3604	0.9164	0.9573
No log	11.1613	346	1.2093	0.1980	1.2093	1.0997
No log	11.2258	348	1.3444	0.1598	1.3444	1.1595
No log	11.2903	350	1.2383	0.1810	1.2383	1.1128
No log	11.3548	352	1.0230	0.2159	1.0230	1.0114
No log	11.4194	354	0.8708	0.2962	0.8708	0.9332
No log	11.4839	356	0.8354	0.3161	0.8354	0.9140
No log	11.5484	358	0.8652	0.2694	0.8652	0.9302
No log	11.6129	360	0.9384	0.3608	0.9384	0.9687
No log	11.6774	362	1.0062	0.2971	1.0062	1.0031
No log	11.7419	364	0.9317	0.4153	0.9317	0.9653
No log	11.8065	366	0.8292	0.3936	0.8292	0.9106
No log	11.8710	368	0.8010	0.3942	0.8010	0.8950
No log	11.9355	370	0.7868	0.3942	0.7868	0.8870
No log	12.0	372	0.7747	0.4134	0.7747	0.8802
No log	12.0645	374	0.8324	0.4393	0.8324	0.9124
No log	12.1290	376	0.8705	0.4845	0.8705	0.9330
No log	12.1935	378	0.9326	0.3728	0.9326	0.9657
No log	12.2581	380	0.9656	0.3827	0.9656	0.9826
No log	12.3226	382	0.8773	0.4037	0.8773	0.9366
No log	12.3871	384	0.8159	0.1773	0.8159	0.9033
No log	12.4516	386	0.8431	0.2652	0.8431	0.9182
No log	12.5161	388	0.8762	0.2473	0.8762	0.9360
No log	12.5806	390	0.8185	0.2522	0.8185	0.9047
No log	12.6452	392	0.7527	0.1684	0.7527	0.8676
No log	12.7097	394	0.8403	0.3032	0.8403	0.9167
No log	12.7742	396	0.9928	0.3499	0.9928	0.9964
No log	12.8387	398	0.9992	0.3439	0.9992	0.9996
No log	12.9032	400	0.8974	0.3582	0.8974	0.9473
No log	12.9677	402	0.8154	0.3340	0.8154	0.9030
No log	13.0323	404	0.8067	0.1736	0.8067	0.8982
No log	13.0968	406	0.8168	0.1785	0.8168	0.9038
No log	13.1613	408	0.8721	0.1702	0.8721	0.9339
No log	13.2258	410	0.9860	0.3124	0.9860	0.9930
No log	13.2903	412	1.2029	0.2488	1.2029	1.0968
No log	13.3548	414	1.3268	0.2209	1.3268	1.1519
No log	13.4194	416	1.2602	0.2242	1.2602	1.1226
No log	13.4839	418	1.1050	0.2623	1.1050	1.0512
No log	13.5484	420	0.8925	0.3363	0.8925	0.9447
No log	13.6129	422	0.8305	0.2465	0.8305	0.9113
No log	13.6774	424	0.8411	0.2544	0.8411	0.9171
No log	13.7419	426	0.8013	0.1920	0.8013	0.8952
No log	13.8065	428	0.7854	0.2479	0.7854	0.8862
No log	13.8710	430	0.9174	0.3891	0.9174	0.9578
No log	13.9355	432	1.0558	0.3477	1.0558	1.0275
No log	14.0	434	1.0613	0.3137	1.0613	1.0302
No log	14.0645	436	1.0477	0.2626	1.0477	1.0236
No log	14.1290	438	1.0483	0.2529	1.0483	1.0239
No log	14.1935	440	1.0617	0.2529	1.0617	1.0304
No log	14.2581	442	1.0354	0.3497	1.0354	1.0175
No log	14.3226	444	1.0685	0.3183	1.0685	1.0337
No log	14.3871	446	0.9734	0.3868	0.9734	0.9866
No log	14.4516	448	0.8479	0.2899	0.8479	0.9208
No log	14.5161	450	0.8479	0.3409	0.8479	0.9208
No log	14.5806	452	0.9002	0.3344	0.9002	0.9488
No log	14.6452	454	1.0233	0.3786	1.0233	1.0116
No log	14.7097	456	1.0984	0.2982	1.0984	1.0480
No log	14.7742	458	1.2162	0.2712	1.2162	1.1028
No log	14.8387	460	1.1536	0.2687	1.1536	1.0741
No log	14.9032	462	1.1111	0.2707	1.1111	1.0541
No log	14.9677	464	1.0073	0.3417	1.0073	1.0037
No log	15.0323	466	0.9185	0.3433	0.9185	0.9584
No log	15.0968	468	0.9933	0.3193	0.9933	0.9966
No log	15.1613	470	1.0505	0.3284	1.0505	1.0250
No log	15.2258	472	0.9931	0.3928	0.9931	0.9965
No log	15.2903	474	0.8434	0.3544	0.8434	0.9184
No log	15.3548	476	0.7046	0.3144	0.7046	0.8394
No log	15.4194	478	0.6851	0.2482	0.6851	0.8277
No log	15.4839	480	0.7037	0.2999	0.7037	0.8389
No log	15.5484	482	0.8101	0.3865	0.8101	0.9000
No log	15.6129	484	1.0600	0.3307	1.0600	1.0295
No log	15.6774	486	1.1643	0.3028	1.1643	1.0790
No log	15.7419	488	1.0864	0.3355	1.0864	1.0423
No log	15.8065	490	0.8965	0.3626	0.8965	0.9468
No log	15.8710	492	0.8181	0.2526	0.8181	0.9045
No log	15.9355	494	0.8294	0.1992	0.8294	0.9107
No log	16.0	496	0.9659	0.3183	0.9659	0.9828
No log	16.0645	498	1.2530	0.2631	1.2530	1.1194
0.3417	16.1290	500	1.4661	0.1280	1.4661	1.2108
0.3417	16.1935	502	1.6263	0.1579	1.6263	1.2753
0.3417	16.2581	504	1.6057	0.1188	1.6057	1.2672
0.3417	16.3226	506	1.3976	0.1170	1.3976	1.1822
0.3417	16.3871	508	1.1274	0.2999	1.1274	1.0618
0.3417	16.4516	510	0.8798	0.2521	0.8798	0.9380
0.3417	16.5161	512	0.7793	0.1219	0.7793	0.8828
0.3417	16.5806	514	0.7711	0.1246	0.7711	0.8781
0.3417	16.6452	516	0.8084	0.2349	0.8084	0.8991
0.3417	16.7097	518	0.9139	0.2173	0.9139	0.9560
0.3417	16.7742	520	1.1164	0.3073	1.1164	1.0566
0.3417	16.8387	522	1.2776	0.2832	1.2776	1.1303
0.3417	16.9032	524	1.2366	0.2832	1.2366	1.1120
0.3417	16.9677	526	1.0999	0.3022	1.0999	1.0488
0.3417	17.0323	528	0.9553	0.2521	0.9553	0.9774
0.3417	17.0968	530	0.8657	0.2053	0.8657	0.9304
0.3417	17.1613	532	0.8523	0.2400	0.8523	0.9232
0.3417	17.2258	534	0.8845	0.2230	0.8845	0.9405
0.3417	17.2903	536	0.9615	0.2127	0.9615	0.9805
0.3417	17.3548	538	1.0006	0.2826	1.0006	1.0003
0.3417	17.4194	540	0.9645	0.3543	0.9645	0.9821
0.3417	17.4839	542	0.8739	0.2721	0.8739	0.9348
0.3417	17.5484	544	0.7897	0.2400	0.7897	0.8887
0.3417	17.6129	546	0.7692	0.1809	0.7692	0.8770
0.3417	17.6774	548	0.7750	0.1809	0.7750	0.8804
0.3417	17.7419	550	0.7702	0.1016	0.7702	0.8776
0.3417	17.8065	552	0.8211	0.1853	0.8211	0.9061
0.3417	17.8710	554	0.9225	0.2392	0.9225	0.9605
0.3417	17.9355	556	1.0104	0.2603	1.0104	1.0052
0.3417	18.0	558	1.0026	0.2651	1.0026	1.0013
0.3417	18.0645	560	0.9024	0.2866	0.9024	0.9499
0.3417	18.1290	562	0.8171	0.1430	0.8171	0.9040
0.3417	18.1935	564	0.8266	0.1661	0.8266	0.9092
0.3417	18.2581	566	0.8277	0.1661	0.8277	0.9098
0.3417	18.3226	568	0.8910	0.3544	0.8910	0.9439
0.3417	18.3871	570	1.0325	0.3044	1.0325	1.0161
0.3417	18.4516	572	1.2061	0.2896	1.2061	1.0982
0.3417	18.5161	574	1.2989	0.2140	1.2989	1.1397
0.3417	18.5806	576	1.2551	0.2656	1.2551	1.1203
0.3417	18.6452	578	1.0380	0.3073	1.0380	1.0188
0.3417	18.7097	580	0.8581	0.2498	0.8581	0.9264
0.3417	18.7742	582	0.8211	0.2023	0.8211	0.9061
0.3417	18.8387	584	0.8144	0.2023	0.8144	0.9024
0.3417	18.9032	586	0.8510	0.2605	0.8510	0.9225
0.3417	18.9677	588	0.9360	0.3379	0.9360	0.9674
0.3417	19.0323	590	0.9705	0.2394	0.9705	0.9852
0.3417	19.0968	592	0.9387	0.2727	0.9387	0.9689
0.3417	19.1613	594	0.8988	0.2724	0.8988	0.9480
0.3417	19.2258	596	0.8833	0.2724	0.8833	0.9398
0.3417	19.2903	598	0.8796	0.2781	0.8796	0.9379
0.3417	19.3548	600	0.8211	0.2722	0.8211	0.9062
0.3417	19.4194	602	0.8022	0.2558	0.8022	0.8957
0.3417	19.4839	604	0.8352	0.2440	0.8352	0.9139
0.3417	19.5484	606	0.8974	0.2328	0.8974	0.9473
0.3417	19.6129	608	1.0144	0.2676	1.0144	1.0072
0.3417	19.6774	610	1.0905	0.2464	1.0905	1.0443
0.3417	19.7419	612	1.0588	0.2488	1.0588	1.0290
0.3417	19.8065	614	1.0227	0.2928	1.0227	1.0113
0.3417	19.8710	616	0.9611	0.3320	0.9611	0.9804
0.3417	19.9355	618	0.9374	0.3824	0.9374	0.9682
0.3417	20.0	620	0.9715	0.3909	0.9715	0.9857
0.3417	20.0645	622	1.0262	0.3204	1.0262	1.0130
0.3417	20.1290	624	1.0229	0.3522	1.0229	1.0114
0.3417	20.1935	626	1.0286	0.3579	1.0286	1.0142
0.3417	20.2581	628	0.9998	0.4133	0.9998	0.9999
0.3417	20.3226	630	1.0152	0.4133	1.0152	1.0075
0.3417	20.3871	632	0.9877	0.4199	0.9877	0.9938
0.3417	20.4516	634	1.0554	0.3806	1.0554	1.0273
0.3417	20.5161	636	1.0770	0.3579	1.0770	1.0378
0.3417	20.5806	638	1.0558	0.3258	1.0558	1.0275
0.3417	20.6452	640	1.0187	0.3638	1.0187	1.0093
0.3417	20.7097	642	1.1018	0.2894	1.1018	1.0497
0.3417	20.7742	644	1.2383	0.2251	1.2383	1.1128
0.3417	20.8387	646	1.2307	0.2656	1.2307	1.1094
0.3417	20.9032	648	1.1091	0.3558	1.1091	1.0532
0.3417	20.9677	650	0.9895	0.3652	0.9895	0.9947
0.3417	21.0323	652	0.8959	0.3845	0.8959	0.9465
0.3417	21.0968	654	0.7849	0.2498	0.7849	0.8859
0.3417	21.1613	656	0.7458	0.2809	0.7458	0.8636
0.3417	21.2258	658	0.7503	0.2749	0.7503	0.8662
0.3417	21.2903	660	0.8000	0.3667	0.8000	0.8944
0.3417	21.3548	662	0.9083	0.3909	0.9083	0.9530
0.3417	21.4194	664	0.9763	0.3579	0.9763	0.9881
0.3417	21.4839	666	0.9444	0.3579	0.9444	0.9718
0.3417	21.5484	668	0.8511	0.3973	0.8511	0.9226
0.3417	21.6129	670	0.7901	0.4165	0.7901	0.8889
0.3417	21.6774	672	0.7381	0.3111	0.7381	0.8591
0.3417	21.7419	674	0.7616	0.3111	0.7616	0.8727
0.3417	21.8065	676	0.8368	0.3740	0.8368	0.9147
0.3417	21.8710	678	0.9388	0.3924	0.9388	0.9689
0.3417	21.9355	680	0.9303	0.3924	0.9303	0.9645
0.3417	22.0	682	0.8524	0.3740	0.8524	0.9233
0.3417	22.0645	684	0.7561	0.3076	0.7561	0.8695
0.3417	22.1290	686	0.7156	0.3136	0.7156	0.8460
0.3417	22.1935	688	0.7173	0.3015	0.7173	0.8469
0.3417	22.2581	690	0.7489	0.3023	0.7489	0.8654
0.3417	22.3226	692	0.7873	0.3121	0.7873	0.8873
0.3417	22.3871	694	0.8122	0.3914	0.8122	0.9012
0.3417	22.4516	696	0.8628	0.4002	0.8628	0.9289
0.3417	22.5161	698	0.9325	0.3638	0.9325	0.9657
0.3417	22.5806	700	0.9457	0.3638	0.9457	0.9724
0.3417	22.6452	702	0.9219	0.3638	0.9219	0.9601
0.3417	22.7097	704	0.8764	0.3645	0.8764	0.9361
0.3417	22.7742	706	0.8277	0.4002	0.8277	0.9098
0.3417	22.8387	708	0.8208	0.4072	0.8208	0.9060
0.3417	22.9032	710	0.8321	0.4002	0.8321	0.9122
0.3417	22.9677	712	0.7911	0.3368	0.7911	0.8894
0.3417	23.0323	714	0.7852	0.3368	0.7852	0.8861
0.3417	23.0968	716	0.7793	0.3121	0.7793	0.8828
0.3417	23.1613	718	0.8131	0.4002	0.8131	0.9017
0.3417	23.2258	720	0.8085	0.4173	0.8085	0.8992
0.3417	23.2903	722	0.7801	0.3590	0.7801	0.8832
0.3417	23.3548	724	0.7723	0.3590	0.7723	0.8788
0.3417	23.4194	726	0.7364	0.3525	0.7364	0.8581
0.3417	23.4839	728	0.6995	0.2140	0.6995	0.8364
0.3417	23.5484	730	0.6974	0.3015	0.6974	0.8351
0.3417	23.6129	732	0.7345	0.3525	0.7345	0.8570
0.3417	23.6774	734	0.8024	0.4072	0.8024	0.8958
0.3417	23.7419	736	0.9002	0.3827	0.9002	0.9488
0.3417	23.8065	738	0.9910	0.3305	0.9910	0.9955
0.3417	23.8710	740	1.0282	0.3305	1.0282	1.0140
0.3417	23.9355	742	0.9637	0.3501	0.9637	0.9817
0.3417	24.0	744	0.8607	0.3417	0.8607	0.9277
0.3417	24.0645	746	0.8007	0.3500	0.8007	0.8948
0.3417	24.1290	748	0.7717	0.3260	0.7717	0.8785
0.3417	24.1935	750	0.7763	0.3151	0.7763	0.8811
0.3417	24.2581	752	0.7813	0.3151	0.7813	0.8839
0.3417	24.3226	754	0.8030	0.3417	0.8030	0.8961
0.3417	24.3871	756	0.8666	0.4002	0.8666	0.9309
0.3417	24.4516	758	0.9252	0.3274	0.9252	0.9619
0.3417	24.5161	760	0.9658	0.2964	0.9658	0.9828
0.3417	24.5806	762	0.9413	0.2964	0.9413	0.9702
0.3417	24.6452	764	0.8841	0.2988	0.8841	0.9402
0.3417	24.7097	766	0.8236	0.3822	0.8236	0.9075
0.3417	24.7742	768	0.8153	0.3754	0.8153	0.9029
0.3417	24.8387	770	0.8784	0.3868	0.8784	0.9372
0.3417	24.9032	772	0.9325	0.3128	0.9325	0.9656
0.3417	24.9677	774	0.9554	0.3461	0.9554	0.9774
0.3417	25.0323	776	0.9807	0.3618	0.9807	0.9903
0.3417	25.0968	778	0.9232	0.3803	0.9232	0.9608
0.3417	25.1613	780	0.8476	0.3868	0.8476	0.9207
0.3417	25.2258	782	0.8098	0.3183	0.8098	0.8999
0.3417	25.2903	784	0.8184	0.3034	0.8184	0.9047
0.3417	25.3548	786	0.8292	0.3034	0.8292	0.9106
0.3417	25.4194	788	0.8270	0.3095	0.8270	0.9094
0.3417	25.4839	790	0.8058	0.2899	0.8058	0.8976
0.3417	25.5484	792	0.7795	0.2751	0.7795	0.8829
0.3417	25.6129	794	0.7844	0.2751	0.7844	0.8856
0.3417	25.6774	796	0.8212	0.3368	0.8212	0.9062
0.3417	25.7419	798	0.9399	0.3483	0.9399	0.9695
0.3417	25.8065	800	1.1198	0.3590	1.1198	1.0582
0.3417	25.8710	802	1.1726	0.3346	1.1726	1.0829
0.3417	25.9355	804	1.1296	0.3558	1.1296	1.0628
0.3417	26.0	806	1.0609	0.3489	1.0609	1.0300
0.3417	26.0645	808	1.0279	0.3632	1.0279	1.0138
0.3417	26.1290	810	0.9806	0.3522	0.9806	0.9902
0.3417	26.1935	812	0.9404	0.3312	0.9404	0.9697
0.3417	26.2581	814	0.9381	0.3368	0.9381	0.9686
0.3417	26.3226	816	0.9729	0.3368	0.9729	0.9863
0.3417	26.3871	818	1.0305	0.3368	1.0305	1.0152
0.3417	26.4516	820	1.0583	0.3596	1.0583	1.0288
0.3417	26.5161	822	1.0001	0.3425	1.0001	1.0000
0.3417	26.5806	824	0.9265	0.3379	0.9265	0.9626
0.3417	26.6452	826	0.8882	0.2968	0.8882	0.9425
0.3417	26.7097	828	0.8688	0.2778	0.8688	0.9321
0.3417	26.7742	830	0.8893	0.3503	0.8893	0.9430
0.3417	26.8387	832	0.9671	0.3125	0.9671	0.9834
0.3417	26.9032	834	1.0003	0.3183	1.0003	1.0002
0.3417	26.9677	836	1.0368	0.3128	1.0368	1.0182
0.3417	27.0323	838	1.0478	0.3128	1.0478	1.0236
0.3417	27.0968	840	1.0139	0.3128	1.0139	1.0069
0.3417	27.1613	842	0.9528	0.3699	0.9528	0.9761
0.3417	27.2258	844	0.9212	0.3699	0.9212	0.9598
0.3417	27.2903	846	0.8689	0.4057	0.8689	0.9322
0.3417	27.3548	848	0.8458	0.4104	0.8458	0.9197
0.3417	27.4194	850	0.8859	0.3803	0.8859	0.9412
0.3417	27.4839	852	0.9214	0.2706	0.9214	0.9599
0.3417	27.5484	854	0.9343	0.2706	0.9343	0.9666
0.3417	27.6129	856	0.9024	0.2626	0.9024	0.9500
0.3417	27.6774	858	0.9285	0.2297	0.9285	0.9636
0.3417	27.7419	860	0.9960	0.2461	0.9960	0.9980
0.3417	27.8065	862	1.0266	0.2682	1.0266	1.0132
0.3417	27.8710	864	0.9469	0.3022	0.9469	0.9731
0.3417	27.9355	866	0.8675	0.3333	0.8675	0.9314
0.3417	28.0	868	0.8382	0.3480	0.8382	0.9156
0.3417	28.0645	870	0.8491	0.3480	0.8491	0.9215
0.3417	28.1290	872	0.8938	0.3461	0.8938	0.9454
0.3417	28.1935	874	0.9049	0.3461	0.9049	0.9513
0.3417	28.2581	876	0.8775	0.3461	0.8775	0.9367
0.3417	28.3226	878	0.8342	0.3868	0.8342	0.9134
0.3417	28.3871	880	0.7717	0.4272	0.7717	0.8784
0.3417	28.4516	882	0.7405	0.3794	0.7405	0.8606
0.3417	28.5161	884	0.7419	0.3794	0.7419	0.8613
0.3417	28.5806	886	0.7911	0.3891	0.7911	0.8895
0.3417	28.6452	888	0.8753	0.3461	0.8753	0.9356
0.3417	28.7097	890	0.9313	0.3290	0.9313	0.9650
0.3417	28.7742	892	0.9130	0.3128	0.9130	0.9555
0.3417	28.8387	894	0.8736	0.3461	0.8736	0.9347
0.3417	28.9032	896	0.8226	0.3822	0.8226	0.9070
0.3417	28.9677	898	0.7737	0.4112	0.7737	0.8796
0.3417	29.0323	900	0.7595	0.3867	0.7595	0.8715
0.3417	29.0968	902	0.7735	0.3867	0.7735	0.8795
0.3417	29.1613	904	0.7870	0.3867	0.7870	0.8871
0.3417	29.2258	906	0.8157	0.4036	0.8157	0.9032
0.3417	29.2903	908	0.8125	0.4112	0.8125	0.9014
0.3417	29.3548	910	0.8107	0.4081	0.8107	0.9004
0.3417	29.4194	912	0.7938	0.4081	0.7938	0.8910
0.3417	29.4839	914	0.7867	0.3817	0.7867	0.8870
0.3417	29.5484	916	0.8253	0.3586	0.8253	0.9085
0.3417	29.6129	918	0.8442	0.3822	0.8442	0.9188
0.3417	29.6774	920	0.8890	0.3333	0.8890	0.9429
0.3417	29.7419	922	0.8978	0.3461	0.8978	0.9475
0.3417	29.8065	924	0.8712	0.3333	0.8712	0.9334
0.3417	29.8710	926	0.8356	0.4123	0.8356	0.9141
0.3417	29.9355	928	0.8118	0.4272	0.8118	0.9010
0.3417	30.0	930	0.7992	0.3867	0.7992	0.8940
0.3417	30.0645	932	0.7928	0.3615	0.7928	0.8904
0.3417	30.1290	934	0.7875	0.3615	0.7875	0.8874
0.3417	30.1935	936	0.7875	0.3615	0.7875	0.8874
0.3417	30.2581	938	0.7721	0.2813	0.7721	0.8787
0.3417	30.3226	940	0.8026	0.3615	0.8026	0.8959
0.3417	30.3871	942	0.8910	0.4002	0.8910	0.9439
0.3417	30.4516	944	0.9923	0.3806	0.9923	0.9962
0.3417	30.5161	946	1.0232	0.3045	1.0232	1.0116
0.3417	30.5806	948	1.0215	0.3204	1.0215	1.0107
0.3417	30.6452	950	0.9640	0.3973	0.9640	0.9818
0.3417	30.7097	952	0.8902	0.4295	0.8902	0.9435
0.3417	30.7742	954	0.8213	0.4197	0.8213	0.9063
0.3417	30.8387	956	0.8125	0.3963	0.8125	0.9014
0.3417	30.9032	958	0.8286	0.4295	0.8286	0.9103
0.3417	30.9677	960	0.8830	0.4295	0.8830	0.9397
0.3417	31.0323	962	0.9830	0.3806	0.9830	0.9915
0.3417	31.0968	964	1.0772	0.2958	1.0772	1.0379
0.3417	31.1613	966	1.1062	0.2987	1.1062	1.0518
0.3417	31.2258	968	1.0241	0.3431	1.0241	1.0120
0.3417	31.2903	970	0.9301	0.4223	0.9301	0.9644
0.3417	31.3548	972	0.8843	0.4223	0.8843	0.9404
0.3417	31.4194	974	0.8944	0.4223	0.8944	0.9457
0.3417	31.4839	976	0.8719	0.3891	0.8719	0.9338
0.3417	31.5484	978	0.8985	0.4223	0.8985	0.9479
0.3417	31.6129	980	0.9823	0.3522	0.9823	0.9911
0.3417	31.6774	982	1.0190	0.3357	1.0190	1.0095
0.3417	31.7419	984	1.0050	0.3357	1.0050	1.0025
0.3417	31.8065	986	0.9628	0.3522	0.9628	0.9812
0.3417	31.8710	988	0.9341	0.3623	0.9341	0.9665
0.3417	31.9355	990	0.8925	0.4123	0.8925	0.9447
0.3417	32.0	992	0.8507	0.3963	0.8507	0.9223
0.3417	32.0645	994	0.8929	0.4315	0.8929	0.9449
0.3417	32.1290	996	0.9263	0.3867	0.9263	0.9624
0.3417	32.1935	998	0.8792	0.4315	0.8792	0.9377
0.0707	32.2581	1000	0.8039	0.4072	0.8039	0.8966
0.0707	32.3226	1002	0.7400	0.3867	0.7400	0.8602
0.0707	32.3871	1004	0.7297	0.4292	0.7297	0.8542
0.0707	32.4516	1006	0.7472	0.4134	0.7472	0.8644
0.0707	32.5161	1008	0.7926	0.4036	0.7926	0.8903
0.0707	32.5806	1010	0.8247	0.3963	0.8247	0.9081
0.0707	32.6452	1012	0.8543	0.3934	0.8543	0.9243
0.0707	32.7097	1014	0.8478	0.3822	0.8478	0.9208
0.0707	32.7742	1016	0.8799	0.3934	0.8799	0.9380

Framework versions

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