ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k14_task3_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: 1.0363
• Qwk: 0.1418
• Mse: 1.0363
• Rmse: 1.0180

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0278	2	3.2420	-0.0126	3.2420	1.8006
No log	0.0556	4	1.7084	0.0168	1.7084	1.3071
No log	0.0833	6	1.2052	0.0588	1.2052	1.0978
No log	0.1111	8	0.8066	0.0588	0.8066	0.8981
No log	0.1389	10	0.7252	0.0476	0.7252	0.8516
No log	0.1667	12	0.9963	-0.0090	0.9963	0.9982
No log	0.1944	14	1.0304	-0.0450	1.0304	1.0151
No log	0.2222	16	1.0172	0.0320	1.0172	1.0086
No log	0.25	18	0.9123	0.0857	0.9123	0.9552
No log	0.2778	20	0.7104	-0.0256	0.7104	0.8428
No log	0.3056	22	0.7043	0.0400	0.7043	0.8392
No log	0.3333	24	0.7632	-0.1556	0.7632	0.8736
No log	0.3611	26	0.8295	-0.0090	0.8295	0.9108
No log	0.3889	28	0.7946	0.1111	0.7946	0.8914
No log	0.4167	30	0.6769	0.0327	0.6769	0.8227
No log	0.4444	32	0.6006	0.0476	0.6006	0.7750
No log	0.4722	34	0.6115	0.0569	0.6115	0.7820
No log	0.5	36	0.6385	0.0388	0.6385	0.7991
No log	0.5278	38	0.7376	0.0815	0.7376	0.8588
No log	0.5556	40	0.7333	0.0604	0.7333	0.8563
No log	0.5833	42	0.8503	0.1568	0.8503	0.9221
No log	0.6111	44	0.9110	0.0968	0.9110	0.9544
No log	0.6389	46	0.6973	0.0857	0.6973	0.8350
No log	0.6667	48	0.6726	-0.0233	0.6726	0.8201
No log	0.6944	50	0.6571	-0.0159	0.6571	0.8106
No log	0.7222	52	0.7586	0.0545	0.7586	0.8710
No log	0.75	54	0.9071	0.0943	0.9071	0.9524
No log	0.7778	56	0.8227	0.2090	0.8227	0.9070
No log	0.8056	58	0.9017	0.1600	0.9017	0.9496
No log	0.8333	60	0.8179	0.0829	0.8179	0.9044
No log	0.8611	62	0.9969	0.0894	0.9969	0.9984
No log	0.8889	64	0.8223	0.12	0.8223	0.9068
No log	0.9167	66	0.8344	0.0891	0.8344	0.9134
No log	0.9444	68	1.1343	0.0356	1.1343	1.0650
No log	0.9722	70	1.3732	0.0596	1.3732	1.1718
No log	1.0	72	0.9968	0.0526	0.9968	0.9984
No log	1.0278	74	0.6564	0.0123	0.6564	0.8102
No log	1.0556	76	0.5431	0.0720	0.5431	0.7370
No log	1.0833	78	0.6273	0.1448	0.6273	0.7920
No log	1.1111	80	0.5902	0.0677	0.5902	0.7683
No log	1.1389	82	0.6038	0.0617	0.6038	0.7771
No log	1.1667	84	0.6104	0.0769	0.6104	0.7813
No log	1.1944	86	0.8972	0.1691	0.8972	0.9472
No log	1.2222	88	1.0065	0.0769	1.0065	1.0032
No log	1.25	90	0.6717	0.1398	0.6717	0.8196
No log	1.2778	92	0.6067	0.25	0.6067	0.7789
No log	1.3056	94	0.5909	0.3757	0.5909	0.7687
No log	1.3333	96	0.5694	0.3636	0.5694	0.7546
No log	1.3611	98	0.5548	0.3253	0.5548	0.7448
No log	1.3889	100	0.6471	0.1111	0.6471	0.8044
No log	1.4167	102	0.7412	0.1930	0.7412	0.8609
No log	1.4444	104	0.6595	0.1527	0.6595	0.8121
No log	1.4722	106	0.8039	0.2787	0.8039	0.8966
No log	1.5	108	0.9025	0.2812	0.9025	0.9500
No log	1.5278	110	1.1797	0.1704	1.1797	1.0862
No log	1.5556	112	0.9814	0.2409	0.9814	0.9907
No log	1.5833	114	1.0024	0.2188	1.0024	1.0012
No log	1.6111	116	0.7439	0.2203	0.7439	0.8625
No log	1.6389	118	0.8795	0.1150	0.8795	0.9378
No log	1.6667	120	1.0845	0.0745	1.0845	1.0414
No log	1.6944	122	0.8631	0.1579	0.8631	0.9290
No log	1.7222	124	0.6145	0.2393	0.6145	0.7839
No log	1.75	126	0.6537	0.1724	0.6537	0.8085
No log	1.7778	128	0.6663	0.2444	0.6663	0.8163
No log	1.8056	130	0.8354	0.1429	0.8354	0.9140
No log	1.8333	132	0.7320	0.2143	0.7320	0.8556
No log	1.8611	134	0.6961	0.2475	0.6961	0.8343
No log	1.8889	136	0.7234	0.3365	0.7234	0.8505
No log	1.9167	138	0.7940	0.2605	0.7940	0.8911
No log	1.9444	140	1.4043	0.1362	1.4043	1.1850
No log	1.9722	142	1.4782	0.1111	1.4782	1.2158
No log	2.0	144	1.1264	0.2347	1.1264	1.0613
No log	2.0278	146	0.7575	0.2489	0.7575	0.8704
No log	2.0556	148	0.8767	0.1867	0.8767	0.9363
No log	2.0833	150	1.6711	0.1351	1.6711	1.2927
No log	2.1111	152	2.1257	0.0607	2.1257	1.4580
No log	2.1389	154	1.8204	0.0751	1.8204	1.3492
No log	2.1667	156	1.1613	0.1304	1.1613	1.0777
No log	2.1944	158	0.8095	0.2941	0.8095	0.8997
No log	2.2222	160	0.9041	0.2199	0.9041	0.9508
No log	2.25	162	1.4223	0.0831	1.4223	1.1926
No log	2.2778	164	1.4849	0.1111	1.4849	1.2186
No log	2.3056	166	1.1803	0.0968	1.1803	1.0864
No log	2.3333	168	0.8968	0.2960	0.8968	0.9470
No log	2.3611	170	0.8559	0.2441	0.8559	0.9251
No log	2.3889	172	1.0173	0.3262	1.0173	1.0086
No log	2.4167	174	1.0035	0.3655	1.0035	1.0018
No log	2.4444	176	0.8451	0.2727	0.8451	0.9193
No log	2.4722	178	0.9585	0.3043	0.9585	0.9790
No log	2.5	180	1.2741	0.2222	1.2741	1.1288
No log	2.5278	182	1.2940	0.1646	1.2940	1.1376
No log	2.5556	184	1.2969	0.1467	1.2969	1.1388
No log	2.5833	186	1.3626	0.12	1.3626	1.1673
No log	2.6111	188	1.0502	0.2647	1.0502	1.0248
No log	2.6389	190	0.9456	0.2432	0.9456	0.9724
No log	2.6667	192	1.0458	0.3235	1.0458	1.0226
No log	2.6944	194	1.1238	0.1672	1.1238	1.0601
No log	2.7222	196	0.8052	0.2423	0.8052	0.8973
No log	2.75	198	0.7301	0.2523	0.7301	0.8545
No log	2.7778	200	1.0303	0.2509	1.0303	1.0150
No log	2.8056	202	1.1941	0.2208	1.1941	1.0928
No log	2.8333	204	0.9084	0.2481	0.9084	0.9531
No log	2.8611	206	0.7651	0.3000	0.7651	0.8747
No log	2.8889	208	0.8996	0.2959	0.8996	0.9485
No log	2.9167	210	1.4884	0.1461	1.4884	1.2200
No log	2.9444	212	1.5274	0.1436	1.5274	1.2359
No log	2.9722	214	1.2178	0.2346	1.2178	1.1035
No log	3.0	216	0.9850	0.2754	0.9850	0.9925
No log	3.0278	218	1.1115	0.2908	1.1115	1.0543
No log	3.0556	220	1.4301	0.1622	1.4301	1.1959
No log	3.0833	222	1.7284	0.1267	1.7284	1.3147
No log	3.1111	224	2.0733	0.0974	2.0733	1.4399
No log	3.1389	226	1.5513	0.1074	1.5513	1.2455
No log	3.1667	228	0.9107	0.1673	0.9107	0.9543
No log	3.1944	230	0.8209	0.2364	0.8209	0.9060
No log	3.2222	232	1.0207	0.1165	1.0207	1.0103
No log	3.25	234	1.5447	0.1125	1.5447	1.2429
No log	3.2778	236	1.5757	0.1335	1.5757	1.2553
No log	3.3056	238	1.2906	0.1447	1.2906	1.1360
No log	3.3333	240	0.9054	0.3156	0.9054	0.9515
No log	3.3611	242	0.8881	0.3178	0.8881	0.9424
No log	3.3889	244	1.0338	0.3043	1.0338	1.0168
No log	3.4167	246	1.2823	0.2294	1.2823	1.1324
No log	3.4444	248	1.2119	0.2555	1.2119	1.1009
No log	3.4722	250	1.1781	0.2509	1.1781	1.0854
No log	3.5	252	1.3247	0.1238	1.3247	1.1510
No log	3.5278	254	1.2647	0.1010	1.2647	1.1246
No log	3.5556	256	1.1549	0.1003	1.1549	1.0747
No log	3.5833	258	1.0510	0.2222	1.0510	1.0252
No log	3.6111	260	0.9171	0.3285	0.9171	0.9576
No log	3.6389	262	0.9145	0.2959	0.9145	0.9563
No log	3.6667	264	1.2694	0.1293	1.2694	1.1267
No log	3.6944	266	1.9200	0.1166	1.9200	1.3856
No log	3.7222	268	1.8345	0.0989	1.8345	1.3544
No log	3.75	270	1.2468	0.1096	1.2468	1.1166
No log	3.7778	272	0.7154	0.2381	0.7154	0.8458
No log	3.8056	274	0.7299	0.24	0.7299	0.8544
No log	3.8333	276	0.6980	0.2453	0.6980	0.8355
No log	3.8611	278	0.8993	0.2459	0.8993	0.9483
No log	3.8889	280	1.7404	0.0989	1.7404	1.3192
No log	3.9167	282	2.2619	0.1130	2.2619	1.5039
No log	3.9444	284	2.0869	0.1362	2.0869	1.4446
No log	3.9722	286	1.3664	0.1560	1.3664	1.1689
No log	4.0	288	0.9930	0.2765	0.9930	0.9965
No log	4.0278	290	1.0447	0.2323	1.0447	1.0221
No log	4.0556	292	1.1265	0.1788	1.1265	1.0613
No log	4.0833	294	0.9691	0.3056	0.9691	0.9844
No log	4.1111	296	1.1076	0.2262	1.1076	1.0524
No log	4.1389	298	1.1949	0.1795	1.1949	1.0931
No log	4.1667	300	1.1560	0.1795	1.1560	1.0752
No log	4.1944	302	1.3191	0.1392	1.3191	1.1485
No log	4.2222	304	1.3887	0.0984	1.3887	1.1784
No log	4.25	306	1.0804	0.1329	1.0804	1.0394
No log	4.2778	308	0.8862	0.2852	0.8862	0.9414
No log	4.3056	310	0.9854	0.2347	0.9854	0.9927
No log	4.3333	312	0.9291	0.3156	0.9291	0.9639
No log	4.3611	314	0.8028	0.2829	0.8028	0.8960
No log	4.3889	316	0.8855	0.2959	0.8855	0.9410
No log	4.4167	318	1.1276	0.2267	1.1276	1.0619
No log	4.4444	320	1.4849	0.1315	1.4849	1.2186
No log	4.4722	322	1.3399	0.1327	1.3399	1.1575
No log	4.5	324	0.9339	0.2548	0.9339	0.9664
No log	4.5278	326	0.7434	0.25	0.7434	0.8622
No log	4.5556	328	0.7430	0.2877	0.7430	0.8620
No log	4.5833	330	0.8307	0.2287	0.8307	0.9114
No log	4.6111	332	1.2444	0.0853	1.2444	1.1155
No log	4.6389	334	1.4629	0.1238	1.4629	1.2095
No log	4.6667	336	1.2645	0.1126	1.2645	1.1245
No log	4.6944	338	1.0002	0.0866	1.0002	1.0001
No log	4.7222	340	0.8242	0.3000	0.8242	0.9078
No log	4.75	342	0.7768	0.2963	0.7768	0.8814
No log	4.7778	344	0.7955	0.2469	0.7955	0.8919
No log	4.8056	346	1.0249	0.2000	1.0249	1.0124
No log	4.8333	348	1.4607	0.1501	1.4607	1.2086
No log	4.8611	350	1.5236	0.1501	1.5236	1.2343
No log	4.8889	352	1.2774	0.1746	1.2774	1.1302
No log	4.9167	354	0.9319	0.3016	0.9319	0.9654
No log	4.9444	356	0.7812	0.2432	0.7812	0.8839
No log	4.9722	358	0.7919	0.3153	0.7919	0.8899
No log	5.0	360	0.8868	0.2881	0.8868	0.9417
No log	5.0278	362	1.0840	0.0376	1.0840	1.0411
No log	5.0556	364	1.2418	0.0556	1.2418	1.1143
No log	5.0833	366	1.2585	0.0833	1.2585	1.1218
No log	5.1111	368	1.0837	0.0861	1.0837	1.0410
No log	5.1389	370	0.8773	0.2846	0.8773	0.9367
No log	5.1667	372	0.8887	0.3171	0.8887	0.9427
No log	5.1944	374	1.0340	0.1888	1.0340	1.0169
No log	5.2222	376	1.2265	0.1484	1.2265	1.1075
No log	5.25	378	1.2146	0.1693	1.2146	1.1021
No log	5.2778	380	1.2937	0.1492	1.2937	1.1374
No log	5.3056	382	1.0681	0.2168	1.0681	1.0335
No log	5.3333	384	0.9007	0.3071	0.9007	0.9490
No log	5.3611	386	0.9132	0.3147	0.9132	0.9556
No log	5.3889	388	1.1693	0.1270	1.1693	1.0813
No log	5.4167	390	1.2298	0.1327	1.2298	1.1090
No log	5.4444	392	1.1357	0.1065	1.1357	1.0657
No log	5.4722	394	1.1883	0.1316	1.1883	1.0901
No log	5.5	396	1.1582	0.1316	1.1582	1.0762
No log	5.5278	398	1.0833	0.1280	1.0833	1.0408
No log	5.5556	400	0.9125	0.2063	0.9125	0.9552
No log	5.5833	402	0.7475	0.2877	0.7475	0.8646
No log	5.6111	404	0.7592	0.2566	0.7592	0.8713
No log	5.6389	406	0.8932	0.1741	0.8932	0.9451
No log	5.6667	408	0.9910	0.1496	0.9910	0.9955
No log	5.6944	410	0.9926	0.1197	0.9926	0.9963
No log	5.7222	412	1.0311	0.1212	1.0311	1.0154
No log	5.75	414	0.9421	0.1450	0.9421	0.9706
No log	5.7778	416	0.8679	0.2632	0.8679	0.9316
No log	5.8056	418	0.8671	0.2275	0.8671	0.9312
No log	5.8333	420	0.9828	0.1461	0.9828	0.9913
No log	5.8611	422	1.0884	0.0463	1.0884	1.0433
No log	5.8889	424	1.1039	0.0435	1.1039	1.0507
No log	5.9167	426	1.0581	0.0435	1.0581	1.0287
No log	5.9444	428	0.8991	0.1751	0.8991	0.9482
No log	5.9722	430	0.8123	0.2605	0.8123	0.9013
No log	6.0	432	0.8046	0.2605	0.8046	0.8970
No log	6.0278	434	0.8511	0.1405	0.8511	0.9226
No log	6.0556	436	0.8702	0.1093	0.8702	0.9329
No log	6.0833	438	0.9901	0.1471	0.9901	0.9950
No log	6.1111	440	1.1132	0.1020	1.1132	1.0551
No log	6.1389	442	1.0830	0.1498	1.0830	1.0407
No log	6.1667	444	1.1683	0.1037	1.1683	1.0809
No log	6.1944	446	1.1833	0.1037	1.1833	1.0878
No log	6.2222	448	1.0552	0.1471	1.0552	1.0272
No log	6.25	450	0.8922	0.2803	0.8922	0.9445
No log	6.2778	452	0.8561	0.2000	0.8561	0.9253
No log	6.3056	454	0.8881	0.2803	0.8881	0.9424
No log	6.3333	456	1.0809	0.2291	1.0809	1.0396
No log	6.3611	458	1.3961	0.1083	1.3961	1.1816
No log	6.3889	460	1.4359	0.1083	1.4359	1.1983
No log	6.4167	462	1.2493	0.1020	1.2493	1.1177
No log	6.4444	464	0.9356	0.2558	0.9356	0.9673
No log	6.4722	466	0.7558	0.2579	0.7558	0.8693
No log	6.5	468	0.7335	0.3010	0.7335	0.8565
No log	6.5278	470	0.7698	0.2000	0.7698	0.8774
No log	6.5556	472	0.9628	0.2243	0.9628	0.9812
No log	6.5833	474	1.1315	0.1541	1.1315	1.0637
No log	6.6111	476	1.1664	0.1541	1.1664	1.0800
No log	6.6389	478	1.1102	0.1719	1.1102	1.0537
No log	6.6667	480	0.9220	0.2479	0.9220	0.9602
No log	6.6944	482	0.8167	0.2000	0.8167	0.9037
No log	6.7222	484	0.8246	0.2423	0.8246	0.9081
No log	6.75	486	0.9344	0.3147	0.9344	0.9667
No log	6.7778	488	1.1319	0.1781	1.1319	1.0639
No log	6.8056	490	1.1545	0.1246	1.1545	1.0745
No log	6.8333	492	1.0326	0.1533	1.0326	1.0162
No log	6.8611	494	0.8538	0.1579	0.8538	0.9240
No log	6.8889	496	0.8065	0.2489	0.8065	0.8980
No log	6.9167	498	0.8332	0.1289	0.8332	0.9128
0.4802	6.9444	500	0.9015	0.2062	0.9015	0.9495
0.4802	6.9722	502	1.0509	0.0986	1.0509	1.0251
0.4802	7.0	504	1.2337	0.1270	1.2337	1.1107
0.4802	7.0278	506	1.2326	0.1270	1.2326	1.1102
0.4802	7.0556	508	1.1332	0.1693	1.1332	1.0645
0.4802	7.0833	510	0.9780	0.2768	0.9780	0.9890
0.4802	7.1111	512	0.8357	0.3058	0.8357	0.9141
0.4802	7.1389	514	0.8142	0.2333	0.8142	0.9023
0.4802	7.1667	516	0.8627	0.3071	0.8627	0.9288
0.4802	7.1944	518	0.9850	0.2000	0.9850	0.9925
0.4802	7.2222	520	1.1403	0.0986	1.1403	1.0678
0.4802	7.25	522	1.1778	0.0747	1.1778	1.0853
0.4802	7.2778	524	1.0918	0.0681	1.0918	1.0449
0.4802	7.3056	526	1.0374	0.0681	1.0374	1.0185
0.4802	7.3333	528	1.0362	0.0681	1.0362	1.0179
0.4802	7.3611	530	1.0025	0.0657	1.0025	1.0013
0.4802	7.3889	532	1.0499	0.0681	1.0499	1.0247
0.4802	7.4167	534	1.0612	0.0681	1.0612	1.0302
0.4802	7.4444	536	1.0477	0.0903	1.0477	1.0236
0.4802	7.4722	538	1.0023	0.1698	1.0023	1.0011
0.4802	7.5	540	0.9522	0.2000	0.9522	0.9758
0.4802	7.5278	542	0.9556	0.2239	0.9556	0.9775
0.4802	7.5556	544	0.9663	0.2239	0.9663	0.9830
0.4802	7.5833	546	1.0705	0.2222	1.0705	1.0346
0.4802	7.6111	548	1.0702	0.2222	1.0702	1.0345
0.4802	7.6389	550	1.0763	0.1429	1.0763	1.0374
0.4802	7.6667	552	1.1151	0.1220	1.1151	1.0560
0.4802	7.6944	554	1.0741	0.1714	1.0741	1.0364
0.4802	7.7222	556	1.0027	0.2000	1.0027	1.0013
0.4802	7.75	558	1.0478	0.1709	1.0478	1.0236
0.4802	7.7778	560	1.0792	0.1714	1.0792	1.0388
0.4802	7.8056	562	1.1610	0.1220	1.1610	1.0775
0.4802	7.8333	564	1.1499	0.1220	1.1499	1.0724
0.4802	7.8611	566	1.0478	0.1709	1.0478	1.0236
0.4802	7.8889	568	0.9624	0.1941	0.9624	0.9810
0.4802	7.9167	570	0.9207	0.2714	0.9207	0.9595
0.4802	7.9444	572	0.9463	0.2701	0.9463	0.9728
0.4802	7.9722	574	0.9912	0.2401	0.9912	0.9956
0.4802	8.0	576	1.0133	0.2401	1.0133	1.0066
0.4802	8.0278	578	1.0287	0.1884	1.0287	1.0143
0.4802	8.0556	580	1.0772	0.1661	1.0772	1.0379
0.4802	8.0833	582	1.0871	0.1220	1.0871	1.0426
0.4802	8.1111	584	1.0458	0.1407	1.0458	1.0227
0.4802	8.1389	586	1.0003	0.1884	1.0003	1.0001
0.4802	8.1667	588	0.9789	0.1587	0.9789	0.9894
0.4802	8.1944	590	0.9984	0.1343	0.9984	0.9992
0.4802	8.2222	592	1.0482	0.1212	1.0482	1.0238
0.4802	8.25	594	1.1461	0.0747	1.1461	1.0706
0.4802	8.2778	596	1.1614	0.0747	1.1614	1.0777
0.4802	8.3056	598	1.0905	0.0986	1.0905	1.0443
0.4802	8.3333	600	1.0121	0.1343	1.0121	1.0060
0.4802	8.3611	602	0.9937	0.1343	0.9937	0.9969
0.4802	8.3889	604	0.9531	0.2416	0.9531	0.9763
0.4802	8.4167	606	0.9663	0.2416	0.9663	0.9830
0.4802	8.4444	608	1.0224	0.1343	1.0224	1.0111
0.4802	8.4722	610	1.1140	0.1220	1.1140	1.0555
0.4802	8.5	612	1.2032	0.1467	1.2032	1.0969
0.4802	8.5278	614	1.2569	0.1053	1.2569	1.1211
0.4802	8.5556	616	1.2338	0.0986	1.2338	1.1108
0.4802	8.5833	618	1.1829	0.1220	1.1829	1.0876
0.4802	8.6111	620	1.1111	0.1220	1.1111	1.0541
0.4802	8.6389	622	1.0623	0.1884	1.0623	1.0307
0.4802	8.6667	624	1.0501	0.2115	1.0501	1.0247
0.4802	8.6944	626	1.0267	0.2115	1.0267	1.0132
0.4802	8.7222	628	1.0148	0.2115	1.0148	1.0073
0.4802	8.75	630	1.0741	0.0922	1.0741	1.0364
0.4802	8.7778	632	1.1561	0.0986	1.1561	1.0752
0.4802	8.8056	634	1.2392	0.1246	1.2392	1.1132
0.4802	8.8333	636	1.2722	0.1270	1.2722	1.1279
0.4802	8.8611	638	1.2465	0.1246	1.2465	1.1164
0.4802	8.8889	640	1.1941	0.1246	1.1941	1.0928
0.4802	8.9167	642	1.1816	0.1246	1.1816	1.0870
0.4802	8.9444	644	1.1877	0.1246	1.1877	1.0898
0.4802	8.9722	646	1.1734	0.0986	1.1734	1.0833
0.4802	9.0	648	1.1341	0.0986	1.1341	1.0650
0.4802	9.0278	650	1.1210	0.1220	1.1210	1.0588
0.4802	9.0556	652	1.0854	0.0922	1.0854	1.0418
0.4802	9.0833	654	1.0470	0.0922	1.0470	1.0232
0.4802	9.1111	656	1.0001	0.1407	1.0001	1.0001
0.4802	9.1389	658	0.9815	0.1396	0.9815	0.9907
0.4802	9.1667	660	1.0040	0.1161	1.0040	1.0020
0.4802	9.1944	662	1.0459	0.1480	1.0459	1.0227
0.4802	9.2222	664	1.0839	0.0922	1.0839	1.0411
0.4802	9.25	666	1.0855	0.0922	1.0855	1.0419
0.4802	9.2778	668	1.0960	0.0922	1.0960	1.0469
0.4802	9.3056	670	1.1105	0.1220	1.1105	1.0538
0.4802	9.3333	672	1.1422	0.0986	1.1422	1.0688
0.4802	9.3611	674	1.1558	0.0769	1.1558	1.0751
0.4802	9.3889	676	1.1427	0.0986	1.1427	1.0690
0.4802	9.4167	678	1.1275	0.1220	1.1275	1.0618
0.4802	9.4444	680	1.1323	0.1220	1.1323	1.0641
0.4802	9.4722	682	1.1387	0.0986	1.1387	1.0671
0.4802	9.5	684	1.1382	0.0986	1.1382	1.0669
0.4802	9.5278	686	1.1219	0.1220	1.1219	1.0592
0.4802	9.5556	688	1.0953	0.0922	1.0953	1.0466
0.4802	9.5833	690	1.0764	0.0922	1.0764	1.0375
0.4802	9.6111	692	1.0567	0.0922	1.0567	1.0280
0.4802	9.6389	694	1.0371	0.1480	1.0371	1.0184
0.4802	9.6667	696	1.0281	0.1407	1.0281	1.0140
0.4802	9.6944	698	1.0221	0.1407	1.0221	1.0110
0.4802	9.7222	700	1.0202	0.1407	1.0202	1.0101
0.4802	9.75	702	1.0250	0.1407	1.0250	1.0124
0.4802	9.7778	704	1.0258	0.1407	1.0258	1.0128
0.4802	9.8056	706	1.0249	0.1407	1.0249	1.0124
0.4802	9.8333	708	1.0252	0.1407	1.0252	1.0125
0.4802	9.8611	710	1.0261	0.1407	1.0261	1.0130
0.4802	9.8889	712	1.0267	0.1407	1.0267	1.0133
0.4802	9.9167	714	1.0276	0.1407	1.0276	1.0137
0.4802	9.9444	716	1.0313	0.1407	1.0313	1.0155
0.4802	9.9722	718	1.0347	0.1418	1.0347	1.0172
0.4802	10.0	720	1.0363	0.1418	1.0363	1.0180

Framework versions

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