ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k19_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: 0.7750
• Qwk: 0.2184
• Mse: 0.7750
• Rmse: 0.8803

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	0.0211	2	3.1855	-0.0028	3.1855	1.7848
No log	0.0421	4	1.6311	0.0255	1.6311	1.2771
No log	0.0632	6	0.9012	0.0916	0.9012	0.9493
No log	0.0842	8	0.9583	0.1245	0.9583	0.9789
No log	0.1053	10	0.6049	0.0476	0.6049	0.7777
No log	0.1263	12	0.6463	0.0569	0.6463	0.8039
No log	0.1474	14	0.5829	0.0569	0.5829	0.7635
No log	0.1684	16	0.5768	0.0476	0.5768	0.7595
No log	0.1895	18	0.9959	0.1111	0.9959	0.9980
No log	0.2105	20	1.2259	0.0345	1.2259	1.1072
No log	0.2316	22	1.0175	0.0522	1.0175	1.0087
No log	0.2526	24	0.7431	0.0222	0.7431	0.8620
No log	0.2737	26	0.6959	0.0692	0.6959	0.8342
No log	0.2947	28	0.7095	0.0409	0.7095	0.8423
No log	0.3158	30	0.7626	0.0476	0.7626	0.8732
No log	0.3368	32	0.7322	-0.1824	0.7322	0.8557
No log	0.3579	34	0.7238	-0.0149	0.7238	0.8507
No log	0.3789	36	0.7501	0.0677	0.7501	0.8661
No log	0.4	38	0.8058	0.0	0.8058	0.8977
No log	0.4211	40	0.7317	0.0137	0.7317	0.8554
No log	0.4421	42	0.6244	0.0	0.6244	0.7902
No log	0.4632	44	0.7389	0.1475	0.7389	0.8596
No log	0.4842	46	0.8302	0.1373	0.8302	0.9111
No log	0.5053	48	0.8804	0.0578	0.8804	0.9383
No log	0.5263	50	0.6469	0.1030	0.6469	0.8043
No log	0.5474	52	0.6643	0.2088	0.6643	0.8150
No log	0.5684	54	0.9030	0.0717	0.9030	0.9503
No log	0.5895	56	0.8897	0.0794	0.8897	0.9432
No log	0.6105	58	0.7778	0.1619	0.7778	0.8819
No log	0.6316	60	0.7918	0.0423	0.7918	0.8898
No log	0.6526	62	0.9171	0.0085	0.9171	0.9577
No log	0.6737	64	0.7819	0.2513	0.7819	0.8843
No log	0.6947	66	0.8743	0.0316	0.8743	0.9350
No log	0.7158	68	1.0821	-0.0544	1.0821	1.0403
No log	0.7368	70	1.1020	-0.0598	1.1020	1.0498
No log	0.7579	72	1.0126	0.0189	1.0126	1.0063
No log	0.7789	74	0.8244	0.0291	0.8244	0.9080
No log	0.8	76	0.8170	0.2222	0.8170	0.9039
No log	0.8211	78	0.8770	0.2423	0.8770	0.9365
No log	0.8421	80	0.9090	0.1276	0.9090	0.9534
No log	0.8632	82	1.3640	0.1714	1.3640	1.1679
No log	0.8842	84	1.2600	0.0579	1.2600	1.1225
No log	0.9053	86	1.0054	0.2177	1.0054	1.0027
No log	0.9263	88	1.5429	0.1515	1.5429	1.2421
No log	0.9474	90	1.7280	0.1166	1.7280	1.3145
No log	0.9684	92	1.1803	0.1828	1.1803	1.0864
No log	0.9895	94	0.6361	0.3035	0.6361	0.7976
No log	1.0105	96	0.6001	0.2787	0.6001	0.7747
No log	1.0316	98	0.8182	0.2793	0.8182	0.9045
No log	1.0526	100	0.9323	0.0991	0.9323	0.9656
No log	1.0737	102	0.7450	0.1381	0.7450	0.8632
No log	1.0947	104	0.7361	0.1667	0.7361	0.8579
No log	1.1158	106	0.7686	0.1691	0.7686	0.8767
No log	1.1368	108	0.8259	0.2212	0.8259	0.9088
No log	1.1579	110	0.8100	0.2300	0.8100	0.9000
No log	1.1789	112	0.6464	0.2821	0.6464	0.8040
No log	1.2	114	0.5642	0.2542	0.5642	0.7511
No log	1.2211	116	0.5974	0.2444	0.5974	0.7729
No log	1.2421	118	0.5435	0.3333	0.5435	0.7372
No log	1.2632	120	0.5746	0.2485	0.5746	0.7580
No log	1.2842	122	0.7402	0.1832	0.7402	0.8604
No log	1.3053	124	0.8605	0.1469	0.8605	0.9276
No log	1.3263	126	0.7053	0.2000	0.7053	0.8398
No log	1.3474	128	0.5601	0.3367	0.5601	0.7484
No log	1.3684	130	0.5727	0.4059	0.5727	0.7567
No log	1.3895	132	0.6040	0.3803	0.6040	0.7771
No log	1.4105	134	0.6868	0.4035	0.6868	0.8287
No log	1.4316	136	1.0259	0.1769	1.0259	1.0129
No log	1.4526	138	1.2631	0.0897	1.2631	1.1239
No log	1.4737	140	1.0860	0.1040	1.0860	1.0421
No log	1.4947	142	0.7865	0.2442	0.7865	0.8868
No log	1.5158	144	0.7320	0.3237	0.7320	0.8556
No log	1.5368	146	0.7203	0.3645	0.7203	0.8487
No log	1.5579	148	0.7923	0.2881	0.7923	0.8901
No log	1.5789	150	1.0322	0.1938	1.0322	1.0160
No log	1.6	152	1.1273	0.1760	1.1273	1.0617
No log	1.6211	154	1.2400	0.1233	1.2400	1.1136
No log	1.6421	156	1.1291	0.1158	1.1291	1.0626
No log	1.6632	158	1.0416	0.1227	1.0416	1.0206
No log	1.6842	160	0.8228	0.2263	0.8228	0.9071
No log	1.7053	162	0.8567	0.1935	0.8567	0.9256
No log	1.7263	164	1.2365	0.1839	1.2365	1.1120
No log	1.7474	166	1.7441	0.1584	1.7441	1.3207
No log	1.7684	168	1.6460	0.1373	1.6460	1.2830
No log	1.7895	170	1.2383	0.2000	1.2383	1.1128
No log	1.8105	172	1.1441	0.2056	1.1441	1.0696
No log	1.8316	174	1.3907	0.1262	1.3907	1.1793
No log	1.8526	176	1.4330	0.1304	1.4330	1.1971
No log	1.8737	178	1.6801	0.1878	1.6801	1.2962
No log	1.8947	180	1.4383	0.1522	1.4383	1.1993
No log	1.9158	182	1.1232	0.2425	1.1232	1.0598
No log	1.9368	184	0.9541	0.3791	0.9541	0.9768
No log	1.9579	186	0.8616	0.3846	0.8616	0.9282
No log	1.9789	188	0.9527	0.3357	0.9527	0.9761
No log	2.0	190	1.8039	0.1927	1.8039	1.3431
No log	2.0211	192	3.0657	0.0578	3.0657	1.7509
No log	2.0421	194	3.1026	0.0570	3.1026	1.7614
No log	2.0632	196	2.1846	0.1130	2.1846	1.4780
No log	2.0842	198	1.0332	0.2000	1.0332	1.0165
No log	2.1053	200	0.6723	0.4585	0.6723	0.8199
No log	2.1263	202	0.6586	0.3363	0.6586	0.8116
No log	2.1474	204	0.7200	0.4516	0.7200	0.8485
No log	2.1684	206	1.3142	0.2308	1.3142	1.1464
No log	2.1895	208	2.3676	0.1213	2.3676	1.5387
No log	2.2105	210	2.3889	0.1057	2.3889	1.5456
No log	2.2316	212	1.5849	0.2239	1.5849	1.2589
No log	2.2526	214	0.9849	0.2527	0.9849	0.9924
No log	2.2737	216	0.7635	0.3716	0.7635	0.8738
No log	2.2947	218	0.8013	0.3731	0.8013	0.8951
No log	2.3158	220	0.9799	0.3738	0.9799	0.9899
No log	2.3368	222	1.4302	0.2408	1.4302	1.1959
No log	2.3579	224	1.2280	0.2370	1.2280	1.1082
No log	2.3789	226	0.8057	0.3125	0.8057	0.8976
No log	2.4	228	0.5796	0.4175	0.5796	0.7613
No log	2.4211	230	0.5805	0.3831	0.5805	0.7619
No log	2.4421	232	0.5824	0.3846	0.5824	0.7632
No log	2.4632	234	0.6379	0.3761	0.6379	0.7987
No log	2.4842	236	0.7344	0.3305	0.7344	0.8570
No log	2.5053	238	0.8731	0.2469	0.8731	0.9344
No log	2.5263	240	1.1970	0.1304	1.1970	1.0941
No log	2.5474	242	1.3265	0.1327	1.3265	1.1518
No log	2.5684	244	1.0843	0.1942	1.0843	1.0413
No log	2.5895	246	0.9021	0.3255	0.9021	0.9498
No log	2.6105	248	0.8869	0.3433	0.8869	0.9417
No log	2.6316	250	0.9886	0.3063	0.9886	0.9943
No log	2.6526	252	1.3259	0.1438	1.3259	1.1515
No log	2.6737	254	1.4652	0.1325	1.4652	1.2104
No log	2.6947	256	1.1169	0.2058	1.1169	1.0568
No log	2.7158	258	0.6675	0.3305	0.6675	0.8170
No log	2.7368	260	0.6212	0.3684	0.6212	0.7882
No log	2.7579	262	0.6147	0.3561	0.6147	0.7840
No log	2.7789	264	0.6886	0.3418	0.6886	0.8298
No log	2.8	266	1.0073	0.1940	1.0073	1.0036
No log	2.8211	268	1.1139	0.1480	1.1139	1.0554
No log	2.8421	270	1.0049	0.2063	1.0049	1.0024
No log	2.8632	272	0.8498	0.2243	0.8498	0.9218
No log	2.8842	274	0.7410	0.3035	0.7410	0.8608
No log	2.9053	276	0.7595	0.2965	0.7595	0.8715
No log	2.9263	278	0.7838	0.2846	0.7838	0.8853
No log	2.9474	280	0.9292	0.2000	0.9292	0.9640
No log	2.9684	282	0.9054	0.2852	0.9054	0.9515
No log	2.9895	284	0.8611	0.3125	0.8611	0.9279
No log	3.0105	286	0.8614	0.3050	0.8614	0.9281
No log	3.0316	288	0.9359	0.3063	0.9359	0.9674
No log	3.0526	290	0.9613	0.3481	0.9613	0.9805
No log	3.0737	292	0.9746	0.2782	0.9746	0.9872
No log	3.0947	294	1.0768	0.2291	1.0768	1.0377
No log	3.1158	296	1.0199	0.2291	1.0199	1.0099
No log	3.1368	298	0.8065	0.2829	0.8065	0.8981
No log	3.1579	300	0.6373	0.3299	0.6373	0.7983
No log	3.1789	302	0.6128	0.3369	0.6128	0.7828
No log	3.2	304	0.6983	0.3665	0.6983	0.8356
No log	3.2211	306	0.9366	0.1815	0.9366	0.9678
No log	3.2421	308	1.4056	0.1348	1.4056	1.1856
No log	3.2632	310	1.6174	0.1602	1.6174	1.2718
No log	3.2842	312	1.3886	0.1842	1.3886	1.1784
No log	3.3053	314	0.9745	0.2060	0.9745	0.9872
No log	3.3263	316	0.7892	0.3636	0.7892	0.8884
No log	3.3474	318	0.7477	0.3701	0.7477	0.8647
No log	3.3684	320	0.9024	0.2782	0.9024	0.9500
No log	3.3895	322	1.1592	0.2000	1.1592	1.0766
No log	3.4105	324	1.4200	0.1954	1.4200	1.1916
No log	3.4316	326	1.4746	0.1955	1.4746	1.2143
No log	3.4526	328	1.1128	0.2218	1.1128	1.0549
No log	3.4737	330	0.7588	0.3414	0.7588	0.8711
No log	3.4947	332	0.6480	0.3744	0.6480	0.8050
No log	3.5158	334	0.7036	0.3722	0.7036	0.8388
No log	3.5368	336	0.9115	0.2360	0.9115	0.9547
No log	3.5579	338	1.1488	0.2111	1.1488	1.0718
No log	3.5789	340	1.1744	0.2111	1.1744	1.0837
No log	3.6	342	1.0601	0.2115	1.0601	1.0296
No log	3.6211	344	1.0556	0.2329	1.0556	1.0274
No log	3.6421	346	0.9199	0.2432	0.9199	0.9591
No log	3.6632	348	0.9089	0.2126	0.9089	0.9533
No log	3.6842	350	1.0625	0.1882	1.0625	1.0308
No log	3.7053	352	1.2083	0.2105	1.2083	1.0992
No log	3.7263	354	1.3924	0.2048	1.3924	1.1800
No log	3.7474	356	1.2160	0.2054	1.2160	1.1027
No log	3.7684	358	0.9376	0.1940	0.9376	0.9683
No log	3.7895	360	0.7164	0.4286	0.7164	0.8464
No log	3.8105	362	0.7224	0.4333	0.7224	0.8500
No log	3.8316	364	0.8079	0.2812	0.8079	0.8988
No log	3.8526	366	1.1605	0.1831	1.1605	1.0773
No log	3.8737	368	1.5345	0.1617	1.5345	1.2387
No log	3.8947	370	1.4952	0.1617	1.4952	1.2228
No log	3.9158	372	1.1817	0.1785	1.1817	1.0871
No log	3.9368	374	0.7614	0.2327	0.7614	0.8726
No log	3.9579	376	0.5692	0.3769	0.5692	0.7545
No log	3.9789	378	0.5664	0.3744	0.5664	0.7526
No log	4.0	380	0.5705	0.3663	0.5705	0.7553
No log	4.0211	382	0.7087	0.3443	0.7087	0.8419
No log	4.0421	384	1.0300	0.2059	1.0300	1.0149
No log	4.0632	386	1.1575	0.1557	1.1575	1.0759
No log	4.0842	388	1.0242	0.2374	1.0242	1.0120
No log	4.1053	390	0.8566	0.2248	0.8566	0.9255
No log	4.1263	392	0.7651	0.2812	0.7651	0.8747
No log	4.1474	394	0.7524	0.2253	0.7524	0.8674
No log	4.1684	396	0.8704	0.2314	0.8704	0.9329
No log	4.1895	398	0.9392	0.2381	0.9392	0.9691
No log	4.2105	400	0.9582	0.2381	0.9582	0.9789
No log	4.2316	402	0.9573	0.2062	0.9573	0.9784
No log	4.2526	404	0.7570	0.2405	0.7570	0.8700
No log	4.2737	406	0.6237	0.52	0.6237	0.7898
No log	4.2947	408	0.6247	0.4955	0.6247	0.7904
No log	4.3158	410	0.7207	0.2681	0.7207	0.8489
No log	4.3368	412	1.0081	0.2000	1.0081	1.0040
No log	4.3579	414	1.2044	0.2000	1.2044	1.0974
No log	4.3789	416	1.1091	0.2226	1.1091	1.0531
No log	4.4	418	0.9904	0.2226	0.9904	0.9952
No log	4.4211	420	0.9170	0.2226	0.9170	0.9576
No log	4.4421	422	0.7627	0.2797	0.7627	0.8733
No log	4.4632	424	0.7332	0.2797	0.7332	0.8563
No log	4.4842	426	0.8264	0.2302	0.8264	0.9091
No log	4.5053	428	0.7998	0.2302	0.7998	0.8943
No log	4.5263	430	0.6877	0.2405	0.6877	0.8293
No log	4.5474	432	0.5777	0.3990	0.5777	0.7601
No log	4.5684	434	0.5748	0.3990	0.5748	0.7582
No log	4.5895	436	0.6466	0.4081	0.6466	0.8041
No log	4.6105	438	0.7775	0.1746	0.7775	0.8817
No log	4.6316	440	1.0730	0.1880	1.0730	1.0359
No log	4.6526	442	1.2142	0.2102	1.2142	1.1019
No log	4.6737	444	1.3047	0.2457	1.3047	1.1422
No log	4.6947	446	1.1566	0.2323	1.1566	1.0754
No log	4.7158	448	0.9378	0.2340	0.9378	0.9684
No log	4.7368	450	0.8062	0.2432	0.8062	0.8979
No log	4.7579	452	0.8255	0.2432	0.8255	0.9086
No log	4.7789	454	1.0195	0.2057	1.0195	1.0097
No log	4.8	456	1.1671	0.2323	1.1671	1.0803
No log	4.8211	458	1.2060	0.2318	1.2060	1.0982
No log	4.8421	460	1.0336	0.2057	1.0336	1.0167
No log	4.8632	462	0.9077	0.2302	0.9077	0.9527
No log	4.8842	464	0.8512	0.2243	0.8512	0.9226
No log	4.9053	466	0.9055	0.2374	0.9055	0.9516
No log	4.9263	468	1.1456	0.2162	1.1456	1.0703
No log	4.9474	470	1.2456	0.2100	1.2456	1.1161
No log	4.9684	472	1.0901	0.2171	1.0901	1.0441
No log	4.9895	474	0.8473	0.2366	0.8473	0.9205
No log	5.0105	476	0.7111	0.3016	0.7111	0.8433
No log	5.0316	478	0.6844	0.3778	0.6844	0.8273
No log	5.0526	480	0.7138	0.3362	0.7138	0.8449
No log	5.0737	482	0.8186	0.2184	0.8186	0.9048
No log	5.0947	484	0.8572	0.2180	0.8572	0.9259
No log	5.1158	486	0.9214	0.2000	0.9214	0.9599
No log	5.1368	488	1.0197	0.2121	1.0197	1.0098
No log	5.1579	490	0.9082	0.2121	0.9082	0.9530
No log	5.1789	492	0.7534	0.2065	0.7534	0.8680
No log	5.2	494	0.6700	0.2775	0.6700	0.8186
No log	5.2211	496	0.5781	0.3617	0.5781	0.7603
No log	5.2421	498	0.5462	0.4286	0.5462	0.7391
0.5026	5.2632	500	0.5579	0.3927	0.5579	0.7470
0.5026	5.2842	502	0.6572	0.3214	0.6572	0.8107
0.5026	5.3053	504	0.7365	0.2061	0.7365	0.8582
0.5026	5.3263	506	0.7626	0.2374	0.7626	0.8733
0.5026	5.3474	508	0.7089	0.2868	0.7089	0.8419
0.5026	5.3684	510	0.6646	0.392	0.6646	0.8153
0.5026	5.3895	512	0.7087	0.3231	0.7087	0.8419
0.5026	5.4105	514	0.8860	0.2740	0.8860	0.9413
0.5026	5.4316	516	1.1250	0.2276	1.1250	1.0607
0.5026	5.4526	518	1.0881	0.2276	1.0881	1.0431
0.5026	5.4737	520	0.8740	0.2537	0.8740	0.9349
0.5026	5.4947	522	0.7055	0.3438	0.7055	0.8399
0.5026	5.5158	524	0.7035	0.3202	0.7035	0.8387
0.5026	5.5368	526	0.7043	0.3000	0.7043	0.8392
0.5026	5.5579	528	0.7735	0.1746	0.7735	0.8795
0.5026	5.5789	530	0.9477	0.2059	0.9477	0.9735
0.5026	5.6	532	0.9805	0.2000	0.9805	0.9902
0.5026	5.6211	534	0.9318	0.2000	0.9318	0.9653
0.5026	5.6421	536	0.8096	0.2000	0.8096	0.8998
0.5026	5.6632	538	0.7188	0.2659	0.7188	0.8478
0.5026	5.6842	540	0.7470	0.2659	0.7470	0.8643
0.5026	5.7053	542	0.8735	0.1692	0.8735	0.9346
0.5026	5.7263	544	0.9407	0.2000	0.9407	0.9699
0.5026	5.7474	546	0.8761	0.2000	0.8761	0.9360
0.5026	5.7684	548	0.7327	0.1935	0.7327	0.8560
0.5026	5.7895	550	0.6002	0.4902	0.6002	0.7747
0.5026	5.8105	552	0.5558	0.4051	0.5558	0.7455
0.5026	5.8316	554	0.5562	0.4709	0.5562	0.7458
0.5026	5.8526	556	0.5927	0.4694	0.5927	0.7698
0.5026	5.8737	558	0.7179	0.2653	0.7179	0.8473
0.5026	5.8947	560	0.9122	0.2000	0.9122	0.9551
0.5026	5.9158	562	1.0374	0.2119	1.0374	1.0185
0.5026	5.9368	564	1.0120	0.2119	1.0120	1.0060
0.5026	5.9579	566	0.9818	0.2366	0.9818	0.9909
0.5026	5.9789	568	0.9034	0.2302	0.9034	0.9505
0.5026	6.0	570	0.9156	0.2302	0.9156	0.9569
0.5026	6.0211	572	0.9719	0.2296	0.9719	0.9858
0.5026	6.0421	574	1.0747	0.2222	1.0747	1.0367
0.5026	6.0632	576	1.0140	0.3007	1.0140	1.0070
0.5026	6.0842	578	0.8509	0.2782	0.8509	0.9224
0.5026	6.1053	580	0.8195	0.2432	0.8195	0.9053
0.5026	6.1263	582	0.8319	0.2797	0.8319	0.9121
0.5026	6.1474	584	0.8617	0.2782	0.8617	0.9283
0.5026	6.1684	586	0.9393	0.2296	0.9393	0.9692
0.5026	6.1895	588	0.9048	0.2302	0.9048	0.9512
0.5026	6.2105	590	0.8447	0.2308	0.8447	0.9191
0.5026	6.2316	592	0.7988	0.1937	0.7988	0.8937
0.5026	6.2526	594	0.8569	0.2308	0.8569	0.9257
0.5026	6.2737	596	0.9588	0.2059	0.9588	0.9792
0.5026	6.2947	598	0.9279	0.2000	0.9279	0.9633
0.5026	6.3158	600	0.8172	0.1939	0.8172	0.9040
0.5026	6.3368	602	0.7530	0.25	0.7530	0.8678
0.5026	6.3579	604	0.7665	0.25	0.7665	0.8755
0.5026	6.3789	606	0.7667	0.2977	0.7667	0.8756
0.5026	6.4	608	0.8011	0.2184	0.8011	0.8950
0.5026	6.4211	610	0.8661	0.2481	0.8661	0.9306
0.5026	6.4421	612	0.9665	0.2000	0.9665	0.9831
0.5026	6.4632	614	1.1192	0.2000	1.1192	1.0579
0.5026	6.4842	616	1.1688	0.2054	1.1688	1.0811
0.5026	6.5053	618	1.1879	0.1834	1.1879	1.0899
0.5026	6.5263	620	1.1078	0.1828	1.1078	1.0525
0.5026	6.5474	622	1.0435	0.1773	1.0435	1.0215
0.5026	6.5684	624	1.0068	0.2059	1.0068	1.0034
0.5026	6.5895	626	0.8720	0.2060	0.8720	0.9338
0.5026	6.6105	628	0.7540	0.2066	0.7540	0.8684
0.5026	6.6316	630	0.6835	0.2356	0.6835	0.8268
0.5026	6.6526	632	0.7017	0.2414	0.7017	0.8377
0.5026	6.6737	634	0.8148	0.1803	0.8148	0.9026
0.5026	6.6947	636	0.8809	0.2121	0.8809	0.9385
0.5026	6.7158	638	0.9583	0.1880	0.9583	0.9789
0.5026	6.7368	640	0.9580	0.1880	0.9580	0.9788
0.5026	6.7579	642	0.8411	0.2126	0.8411	0.9171
0.5026	6.7789	644	0.7110	0.2143	0.7110	0.8432
0.5026	6.8	646	0.6259	0.4563	0.6259	0.7912
0.5026	6.8211	648	0.6244	0.4563	0.6244	0.7902
0.5026	6.8421	650	0.6783	0.2432	0.6783	0.8236
0.5026	6.8632	652	0.8019	0.2062	0.8019	0.8955
0.5026	6.8842	654	0.9845	0.2119	0.9845	0.9922
0.5026	6.9053	656	1.0365	0.2117	1.0365	1.0181
0.5026	6.9263	658	0.9946	0.2060	0.9946	0.9973
0.5026	6.9474	660	0.8901	0.2061	0.8901	0.9435
0.5026	6.9684	662	0.8332	0.2381	0.8332	0.9128
0.5026	6.9895	664	0.8509	0.2061	0.8509	0.9225
0.5026	7.0105	666	0.9151	0.2061	0.9151	0.9566
0.5026	7.0316	668	0.9296	0.2061	0.9296	0.9642
0.5026	7.0526	670	0.9483	0.2059	0.9483	0.9738
0.5026	7.0737	672	0.9250	0.2059	0.9250	0.9618
0.5026	7.0947	674	0.8094	0.1746	0.8094	0.8997
0.5026	7.1158	676	0.7331	0.2000	0.7331	0.8562
0.5026	7.1368	678	0.6737	0.3333	0.6737	0.8208
0.5026	7.1579	680	0.6712	0.3333	0.6712	0.8192
0.5026	7.1789	682	0.7000	0.3171	0.7000	0.8366
0.5026	7.2	684	0.7676	0.2569	0.7676	0.8761
0.5026	7.2211	686	0.9062	0.2061	0.9062	0.9520
0.5026	7.2421	688	0.9958	0.1773	0.9958	0.9979
0.5026	7.2632	690	1.0239	0.1773	1.0239	1.0119
0.5026	7.2842	692	1.0105	0.1769	1.0105	1.0052
0.5026	7.3053	694	0.9167	0.2061	0.9167	0.9575
0.5026	7.3263	696	0.8494	0.2000	0.8494	0.9216
0.5026	7.3474	698	0.8245	0.2000	0.8245	0.9080
0.5026	7.3684	700	0.8602	0.2000	0.8602	0.9275
0.5026	7.3895	702	0.8279	0.2000	0.8279	0.9099
0.5026	7.4105	704	0.7902	0.2308	0.7902	0.8889
0.5026	7.4316	706	0.8266	0.2000	0.8266	0.9092
0.5026	7.4526	708	0.8834	0.2000	0.8834	0.9399
0.5026	7.4737	710	0.8930	0.2000	0.8930	0.9450
0.5026	7.4947	712	0.9227	0.2000	0.9227	0.9606
0.5026	7.5158	714	0.9430	0.2000	0.9430	0.9711
0.5026	7.5368	716	0.9337	0.2000	0.9337	0.9663
0.5026	7.5579	718	0.9035	0.2000	0.9035	0.9505
0.5026	7.5789	720	0.8557	0.2308	0.8557	0.9250
0.5026	7.6	722	0.8368	0.2308	0.8368	0.9148
0.5026	7.6211	724	0.8197	0.2248	0.8197	0.9054
0.5026	7.6421	726	0.8234	0.2248	0.8234	0.9074
0.5026	7.6632	728	0.8196	0.2797	0.8196	0.9053
0.5026	7.6842	730	0.8309	0.2797	0.8309	0.9115
0.5026	7.7053	732	0.8354	0.2797	0.8354	0.9140
0.5026	7.7263	734	0.8422	0.2782	0.8422	0.9177
0.5026	7.7474	736	0.8859	0.2243	0.8859	0.9412
0.5026	7.7684	738	0.8873	0.2308	0.8873	0.9420
0.5026	7.7895	740	0.8202	0.2308	0.8202	0.9056
0.5026	7.8105	742	0.7638	0.2797	0.7638	0.8740
0.5026	7.8316	744	0.7239	0.25	0.7239	0.8508
0.5026	7.8526	746	0.7134	0.25	0.7134	0.8446
0.5026	7.8737	748	0.7447	0.25	0.7447	0.8630
0.5026	7.8947	750	0.8337	0.2000	0.8337	0.9131
0.5026	7.9158	752	0.8821	0.2000	0.8821	0.9392
0.5026	7.9368	754	0.8644	0.2000	0.8644	0.9297
0.5026	7.9579	756	0.8059	0.2782	0.8059	0.8977
0.5026	7.9789	758	0.7541	0.25	0.7541	0.8684
0.5026	8.0	760	0.7671	0.2432	0.7671	0.8758
0.5026	8.0211	762	0.7965	0.2782	0.7965	0.8925
0.5026	8.0421	764	0.8585	0.2000	0.8585	0.9266
0.5026	8.0632	766	0.8788	0.2000	0.8788	0.9374
0.5026	8.0842	768	0.9304	0.2000	0.9304	0.9646
0.5026	8.1053	770	0.9761	0.2060	0.9761	0.9880
0.5026	8.1263	772	0.9526	0.2060	0.9526	0.9760
0.5026	8.1474	774	0.8660	0.2061	0.8660	0.9306
0.5026	8.1684	776	0.7805	0.1741	0.7805	0.8835
0.5026	8.1895	778	0.7140	0.2423	0.7140	0.8450
0.5026	8.2105	780	0.6743	0.2632	0.6743	0.8212
0.5026	8.2316	782	0.6652	0.3004	0.6652	0.8156
0.5026	8.2526	784	0.6799	0.2632	0.6799	0.8246
0.5026	8.2737	786	0.6928	0.2618	0.6928	0.8324
0.5026	8.2947	788	0.7467	0.25	0.7467	0.8641
0.5026	8.3158	790	0.7954	0.2481	0.7954	0.8918
0.5026	8.3368	792	0.8677	0.2000	0.8677	0.9315
0.5026	8.3579	794	0.8811	0.2000	0.8811	0.9386
0.5026	8.3789	796	0.8500	0.2481	0.8500	0.9220
0.5026	8.4	798	0.8629	0.2472	0.8629	0.9289
0.5026	8.4211	800	0.9048	0.2472	0.9048	0.9512
0.5026	8.4421	802	0.9788	0.2000	0.9788	0.9894
0.5026	8.4632	804	1.0068	0.2222	1.0068	1.0034
0.5026	8.4842	806	0.9880	0.2000	0.9880	0.9940
0.5026	8.5053	808	0.9186	0.2456	0.9186	0.9584
0.5026	8.5263	810	0.8430	0.2184	0.8430	0.9182
0.5026	8.5474	812	0.7973	0.2184	0.7973	0.8929
0.5026	8.5684	814	0.7756	0.25	0.7756	0.8807
0.5026	8.5895	816	0.7487	0.2829	0.7487	0.8653
0.5026	8.6105	818	0.7579	0.2829	0.7579	0.8706
0.5026	8.6316	820	0.7744	0.2829	0.7744	0.8800
0.5026	8.6526	822	0.7984	0.25	0.7984	0.8935
0.5026	8.6737	824	0.8371	0.1940	0.8371	0.9149
0.5026	8.6947	826	0.8556	0.1940	0.8556	0.9250
0.5026	8.7158	828	0.8335	0.1940	0.8335	0.9129
0.5026	8.7368	830	0.8289	0.1940	0.8289	0.9104
0.5026	8.7579	832	0.8449	0.2000	0.8449	0.9192
0.5026	8.7789	834	0.8477	0.2000	0.8477	0.9207
0.5026	8.8	836	0.8526	0.2000	0.8526	0.9234
0.5026	8.8211	838	0.8373	0.2000	0.8373	0.9150
0.5026	8.8421	840	0.8157	0.2000	0.8157	0.9032
0.5026	8.8632	842	0.7650	0.25	0.7650	0.8746
0.5026	8.8842	844	0.7350	0.2829	0.7350	0.8573
0.5026	8.9053	846	0.7024	0.2829	0.7024	0.8381
0.5026	8.9263	848	0.6758	0.3333	0.6758	0.8221
0.5026	8.9474	850	0.6521	0.4027	0.6521	0.8075
0.5026	8.9684	852	0.6413	0.4027	0.6413	0.8008
0.5026	8.9895	854	0.6515	0.3761	0.6515	0.8072
0.5026	9.0105	856	0.6800	0.2961	0.6800	0.8246
0.5026	9.0316	858	0.7101	0.2829	0.7101	0.8427
0.5026	9.0526	860	0.7479	0.25	0.7479	0.8648
0.5026	9.0737	862	0.7851	0.2548	0.7851	0.8861
0.5026	9.0947	864	0.8100	0.2000	0.8100	0.9000
0.5026	9.1158	866	0.8072	0.2548	0.8072	0.8985
0.5026	9.1368	868	0.8082	0.2481	0.8082	0.8990
0.5026	9.1579	870	0.8089	0.2184	0.8089	0.8994
0.5026	9.1789	872	0.8193	0.2481	0.8193	0.9051
0.5026	9.2	874	0.8064	0.2184	0.8064	0.8980
0.5026	9.2211	876	0.8003	0.2184	0.8003	0.8946
0.5026	9.2421	878	0.7885	0.25	0.7885	0.8880
0.5026	9.2632	880	0.7924	0.25	0.7924	0.8902
0.5026	9.2842	882	0.8095	0.2184	0.8095	0.8997
0.5026	9.3053	884	0.8170	0.2184	0.8170	0.9039
0.5026	9.3263	886	0.8135	0.2184	0.8135	0.9020
0.5026	9.3474	888	0.8158	0.2481	0.8158	0.9032
0.5026	9.3684	890	0.8170	0.2481	0.8170	0.9039
0.5026	9.3895	892	0.8221	0.1939	0.8221	0.9067
0.5026	9.4105	894	0.8382	0.2000	0.8382	0.9156
0.5026	9.4316	896	0.8454	0.2000	0.8454	0.9194
0.5026	9.4526	898	0.8426	0.2000	0.8426	0.9179
0.5026	9.4737	900	0.8249	0.2000	0.8249	0.9083
0.5026	9.4947	902	0.8112	0.1939	0.8112	0.9007
0.5026	9.5158	904	0.8025	0.2481	0.8025	0.8958
0.5026	9.5368	906	0.8091	0.2481	0.8091	0.8995
0.5026	9.5579	908	0.8182	0.1939	0.8182	0.9046
0.5026	9.5789	910	0.8294	0.2000	0.8294	0.9107
0.5026	9.6	912	0.8355	0.2000	0.8355	0.9140
0.5026	9.6211	914	0.8356	0.2000	0.8356	0.9141
0.5026	9.6421	916	0.8353	0.2000	0.8353	0.9139
0.5026	9.6632	918	0.8316	0.2000	0.8316	0.9119
0.5026	9.6842	920	0.8303	0.2000	0.8303	0.9112
0.5026	9.7053	922	0.8303	0.2000	0.8303	0.9112
0.5026	9.7263	924	0.8202	0.2000	0.8202	0.9057
0.5026	9.7474	926	0.8082	0.1939	0.8082	0.8990
0.5026	9.7684	928	0.7996	0.2481	0.7996	0.8942
0.5026	9.7895	930	0.7914	0.2481	0.7914	0.8896
0.5026	9.8105	932	0.7860	0.2481	0.7860	0.8866
0.5026	9.8316	934	0.7797	0.2184	0.7797	0.8830
0.5026	9.8526	936	0.7707	0.2184	0.7707	0.8779
0.5026	9.8737	938	0.7657	0.25	0.7657	0.8751
0.5026	9.8947	940	0.7649	0.25	0.7649	0.8746
0.5026	9.9158	942	0.7669	0.2184	0.7669	0.8757
0.5026	9.9368	944	0.7700	0.2184	0.7700	0.8775
0.5026	9.9579	946	0.7727	0.2184	0.7727	0.8790
0.5026	9.9789	948	0.7745	0.2184	0.7745	0.8800
0.5026	10.0	950	0.7750	0.2184	0.7750	0.8803

Framework versions

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