ArabicNewSplits6_FineTuningAraBERT_run3_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: 0.6199
• Qwk: 0.4128
• Mse: 0.6199
• Rmse: 0.7873

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	0.0227	2	3.1737	-0.0216	3.1737	1.7815
No log	0.0455	4	1.6435	-0.0130	1.6435	1.2820
No log	0.0682	6	1.0064	0.0335	1.0064	1.0032
No log	0.0909	8	0.9123	0.1560	0.9123	0.9551
No log	0.1136	10	0.6646	0.0380	0.6646	0.8153
No log	0.1364	12	0.6081	0.1141	0.6081	0.7798
No log	0.1591	14	0.5976	-0.0159	0.5976	0.7731
No log	0.1818	16	0.6274	-0.0159	0.6274	0.7921
No log	0.2045	18	0.5713	-0.0159	0.5713	0.7558
No log	0.2273	20	0.5724	0.0909	0.5724	0.7566
No log	0.25	22	0.7014	0.2709	0.7014	0.8375
No log	0.2727	24	0.6463	0.3661	0.6463	0.8040
No log	0.2955	26	0.5425	0.2121	0.5425	0.7366
No log	0.3182	28	0.5452	0.0569	0.5452	0.7384
No log	0.3409	30	0.5486	0.0569	0.5486	0.7407
No log	0.3636	32	0.5785	0.0388	0.5785	0.7606
No log	0.3864	34	0.5994	0.1773	0.5994	0.7742
No log	0.4091	36	0.5784	0.3333	0.5784	0.7605
No log	0.4318	38	0.5647	0.0303	0.5647	0.7515
No log	0.4545	40	0.5815	0.0388	0.5815	0.7626
No log	0.4773	42	0.5463	0.0815	0.5463	0.7391
No log	0.5	44	0.6020	0.3563	0.6020	0.7759
No log	0.5227	46	0.7650	0.2881	0.7650	0.8746
No log	0.5455	48	0.6697	0.3333	0.6697	0.8184
No log	0.5682	50	0.5956	0.1565	0.5956	0.7718
No log	0.5909	52	0.6201	-0.0794	0.6201	0.7875
No log	0.6136	54	0.6123	-0.0159	0.6123	0.7825
No log	0.6364	56	0.5695	0.0476	0.5695	0.7546
No log	0.6591	58	0.5636	0.1515	0.5636	0.7508
No log	0.6818	60	0.6814	0.0899	0.6814	0.8255
No log	0.7045	62	0.8603	0.0877	0.8603	0.9275
No log	0.7273	64	0.7450	-0.0370	0.7450	0.8631
No log	0.75	66	0.6482	0.0556	0.6482	0.8051
No log	0.7727	68	0.6105	0.2215	0.6105	0.7813
No log	0.7955	70	0.6387	0.1141	0.6387	0.7992
No log	0.8182	72	0.6709	-0.0127	0.6709	0.8191
No log	0.8409	74	0.6237	0.0452	0.6237	0.7897
No log	0.8636	76	0.5701	0.2516	0.5701	0.7550
No log	0.8864	78	0.5676	0.2575	0.5676	0.7534
No log	0.9091	80	0.5800	0.2000	0.5800	0.7616
No log	0.9318	82	0.5584	0.2973	0.5584	0.7472
No log	0.9545	84	0.7667	0.0638	0.7667	0.8756
No log	0.9773	86	0.7612	0.1233	0.7612	0.8725
No log	1.0	88	0.6041	0.2117	0.6041	0.7773
No log	1.0227	90	0.5270	0.3054	0.5270	0.7259
No log	1.0455	92	0.5022	0.3054	0.5022	0.7086
No log	1.0682	94	0.5438	0.2366	0.5438	0.7375
No log	1.0909	96	0.6970	0.2418	0.6970	0.8349
No log	1.1136	98	0.7148	0.2857	0.7148	0.8454
No log	1.1364	100	0.5123	0.2366	0.5123	0.7157
No log	1.1591	102	0.4776	0.3158	0.4776	0.6911
No log	1.1818	104	0.4555	0.2911	0.4555	0.6749
No log	1.2045	106	0.4687	0.3247	0.4687	0.6846
No log	1.2273	108	0.6540	0.3263	0.6540	0.8087
No log	1.25	110	0.6995	0.2842	0.6995	0.8364
No log	1.2727	112	0.6558	0.2593	0.6558	0.8098
No log	1.2955	114	0.4827	0.2970	0.4827	0.6948
No log	1.3182	116	0.4868	0.3684	0.4868	0.6977
No log	1.3409	118	0.5273	0.3253	0.5273	0.7262
No log	1.3636	120	0.6192	0.2298	0.6192	0.7869
No log	1.3864	122	0.6871	0.2350	0.6871	0.8289
No log	1.4091	124	0.6401	0.3439	0.6401	0.8001
No log	1.4318	126	0.6612	0.1832	0.6612	0.8131
No log	1.4545	128	0.7788	0.2275	0.7788	0.8825
No log	1.4773	130	0.6168	0.2893	0.6168	0.7853
No log	1.5	132	0.5328	0.2471	0.5328	0.7299
No log	1.5227	134	0.5803	0.375	0.5803	0.7618
No log	1.5455	136	0.5540	0.375	0.5540	0.7443
No log	1.5682	138	0.5082	0.3333	0.5082	0.7129
No log	1.5909	140	0.6341	0.3061	0.6341	0.7963
No log	1.6136	142	0.7979	0.2593	0.7979	0.8932
No log	1.6364	144	0.8327	0.2258	0.8327	0.9125
No log	1.6591	146	1.1159	0.1438	1.1159	1.0564
No log	1.6818	148	1.1900	0.1226	1.1900	1.0909
No log	1.7045	150	1.0833	0.1419	1.0833	1.0408
No log	1.7273	152	0.7807	0.2510	0.7807	0.8836
No log	1.75	154	0.5665	0.3797	0.5665	0.7527
No log	1.7727	156	0.6955	0.3247	0.6955	0.8340
No log	1.7955	158	0.9732	0.1648	0.9732	0.9865
No log	1.8182	160	1.2885	0.1492	1.2885	1.1351
No log	1.8409	162	0.8684	0.2797	0.8684	0.9319
No log	1.8636	164	0.4326	0.5508	0.4326	0.6577
No log	1.8864	166	0.4865	0.4902	0.4865	0.6975
No log	1.9091	168	1.1612	0.2000	1.1612	1.0776
No log	1.9318	170	1.3725	0.125	1.3725	1.1716
No log	1.9545	172	1.0685	0.2222	1.0685	1.0337
No log	1.9773	174	0.6450	0.3000	0.6450	0.8031
No log	2.0	176	0.6274	0.3422	0.6274	0.7921
No log	2.0227	178	1.1016	0.1892	1.1016	1.0496
No log	2.0455	180	1.4002	0.0730	1.4002	1.1833
No log	2.0682	182	1.1326	0.0836	1.1326	1.0642
No log	2.0909	184	0.7175	0.3058	0.7175	0.8471
No log	2.1136	186	0.6263	0.3722	0.6263	0.7914
No log	2.1364	188	0.9370	0.2180	0.9370	0.9680
No log	2.1591	190	1.3571	0.0710	1.3571	1.1650
No log	2.1818	192	1.2597	0.0286	1.2597	1.1224
No log	2.2045	194	0.8560	-0.0182	0.8560	0.9252
No log	2.2273	196	0.5301	0.1892	0.5301	0.7281
No log	2.25	198	0.5039	0.3171	0.5039	0.7098
No log	2.2727	200	0.5268	0.3292	0.5268	0.7258
No log	2.2955	202	0.8585	0.1276	0.8585	0.9265
No log	2.3182	204	1.2486	0.0596	1.2486	1.1174
No log	2.3409	206	1.2810	0.0915	1.2810	1.1318
No log	2.3636	208	0.9698	0.1373	0.9698	0.9848
No log	2.3864	210	0.4616	0.4286	0.4616	0.6794
No log	2.4091	212	0.4225	0.3730	0.4225	0.6500
No log	2.4318	214	0.4227	0.4725	0.4227	0.6501
No log	2.4545	216	0.6904	0.4027	0.6904	0.8309
No log	2.4773	218	0.9712	0.1704	0.9712	0.9855
No log	2.5	220	0.9324	0.2239	0.9324	0.9656
No log	2.5227	222	0.5882	0.4340	0.5882	0.7669
No log	2.5455	224	0.4872	0.3561	0.4872	0.6980
No log	2.5682	226	0.5650	0.3231	0.5650	0.7517
No log	2.5909	228	0.7050	0.1921	0.7050	0.8396
No log	2.6136	230	0.6646	0.1475	0.6646	0.8152
No log	2.6364	232	0.6326	0.2577	0.6326	0.7953
No log	2.6591	234	0.5745	0.3398	0.5745	0.7579
No log	2.6818	236	0.6972	0.3778	0.6972	0.8350
No log	2.7045	238	0.7726	0.3360	0.7726	0.8790
No log	2.7273	240	1.0134	0.2768	1.0134	1.0067
No log	2.75	242	1.3328	0.1458	1.3328	1.1545
No log	2.7727	244	1.1545	0.2162	1.1545	1.0745
No log	2.7955	246	0.7358	0.4194	0.7358	0.8578
No log	2.8182	248	0.6720	0.4237	0.6720	0.8198
No log	2.8409	250	0.6202	0.4828	0.6202	0.7875
No log	2.8636	252	0.7502	0.3684	0.7502	0.8661
No log	2.8864	254	0.8797	0.3050	0.8797	0.9379
No log	2.9091	256	0.9440	0.2180	0.9440	0.9716
No log	2.9318	258	0.7303	0.3514	0.7303	0.8546
No log	2.9545	260	0.7191	0.3180	0.7191	0.8480
No log	2.9773	262	0.8078	0.25	0.8078	0.8988
No log	3.0	264	0.9610	0.0720	0.9610	0.9803
No log	3.0227	266	0.8838	0.1525	0.8838	0.9401
No log	3.0455	268	0.7819	0.1535	0.7819	0.8842
No log	3.0682	270	0.5863	0.4435	0.5863	0.7657
No log	3.0909	272	0.5787	0.4435	0.5787	0.7607
No log	3.1136	274	0.7866	0.2960	0.7866	0.8869
No log	3.1364	276	1.0994	0.2472	1.0994	1.0485
No log	3.1591	278	0.9795	0.2481	0.9795	0.9897
No log	3.1818	280	0.6167	0.4530	0.6167	0.7853
No log	3.2045	282	0.5156	0.4977	0.5156	0.7180
No log	3.2273	284	0.5127	0.4563	0.5127	0.7160
No log	3.25	286	0.6895	0.2803	0.6895	0.8304
No log	3.2727	288	0.8080	0.2727	0.8080	0.8989
No log	3.2955	290	0.6921	0.3443	0.6921	0.8319
No log	3.3182	292	0.6469	0.4035	0.6469	0.8043
No log	3.3409	294	0.8543	0.2253	0.8543	0.9243
No log	3.3636	296	0.8902	0.1937	0.8902	0.9435
No log	3.3864	298	0.7291	0.3722	0.7291	0.8539
No log	3.4091	300	0.6079	0.3398	0.6079	0.7797
No log	3.4318	302	0.6982	0.3237	0.6982	0.8356
No log	3.4545	304	0.6637	0.2893	0.6637	0.8147
No log	3.4773	306	0.5607	0.3927	0.5607	0.7488
No log	3.5	308	0.5791	0.3398	0.5791	0.7610
No log	3.5227	310	0.7045	0.2523	0.7045	0.8394
No log	3.5455	312	0.8838	0.1667	0.8838	0.9401
No log	3.5682	314	0.7706	0.3391	0.7706	0.8778
No log	3.5909	316	0.5604	0.4	0.5604	0.7486
No log	3.6136	318	0.4574	0.3829	0.4574	0.6763
No log	3.6364	320	0.4705	0.3846	0.4705	0.6859
No log	3.6591	322	0.6331	0.4027	0.6331	0.7957
No log	3.6818	324	1.0678	0.1158	1.0678	1.0333
No log	3.7045	326	1.2395	0.1172	1.2395	1.1133
No log	3.7273	328	1.0621	0.1158	1.0621	1.0306
No log	3.75	330	0.8089	0.2653	0.8089	0.8994
No log	3.7727	332	0.6659	0.3846	0.6659	0.8160
No log	3.7955	334	0.6440	0.4568	0.6440	0.8025
No log	3.8182	336	0.6005	0.4332	0.6005	0.7749
No log	3.8409	338	0.6110	0.4332	0.6110	0.7817
No log	3.8636	340	0.7876	0.4380	0.7876	0.8875
No log	3.8864	342	1.0202	0.2000	1.0202	1.0100
No log	3.9091	344	0.9469	0.2243	0.9469	0.9731
No log	3.9318	346	0.8374	0.3114	0.8374	0.9151
No log	3.9545	348	0.9139	0.3030	0.9139	0.9560
No log	3.9773	350	1.0528	0.1709	1.0528	1.0261
No log	4.0	352	1.0276	0.1709	1.0276	1.0137
No log	4.0227	354	0.7541	0.4109	0.7541	0.8684
No log	4.0455	356	0.5583	0.4027	0.5583	0.7472
No log	4.0682	358	0.5389	0.3973	0.5389	0.7341
No log	4.0909	360	0.5847	0.3939	0.5847	0.7647
No log	4.1136	362	0.8614	0.1698	0.8614	0.9281
No log	4.1364	364	1.0033	0.1709	1.0033	1.0016
No log	4.1591	366	0.9286	0.1698	0.9286	0.9636
No log	4.1818	368	0.6876	0.3143	0.6876	0.8292
No log	4.2045	370	0.5089	0.3878	0.5089	0.7134
No log	4.2273	372	0.4913	0.3927	0.4913	0.7010
No log	4.25	374	0.5609	0.4605	0.5609	0.7489
No log	4.2727	376	0.6951	0.3613	0.6951	0.8337
No log	4.2955	378	0.8230	0.2320	0.8230	0.9072
No log	4.3182	380	0.7575	0.3125	0.7575	0.8704
No log	4.3409	382	0.7830	0.3125	0.7830	0.8849
No log	4.3636	384	0.7827	0.3125	0.7827	0.8847
No log	4.3864	386	0.7157	0.4783	0.7157	0.8460
No log	4.4091	388	0.6243	0.4239	0.6243	0.7901
No log	4.4318	390	0.6010	0.4239	0.6010	0.7752
No log	4.4545	392	0.7391	0.3770	0.7391	0.8597
No log	4.4773	394	0.8813	0.2000	0.8813	0.9388
No log	4.5	396	0.9030	0.2000	0.9030	0.9502
No log	4.5227	398	0.8264	0.2000	0.8264	0.9091
No log	4.5455	400	0.7336	0.2941	0.7336	0.8565
No log	4.5682	402	0.6143	0.3684	0.6143	0.7838
No log	4.5909	404	0.5167	0.4338	0.5167	0.7188
No log	4.6136	406	0.5309	0.4074	0.5309	0.7287
No log	4.6364	408	0.6776	0.3950	0.6776	0.8231
No log	4.6591	410	0.8205	0.2922	0.8205	0.9058
No log	4.6818	412	0.9490	0.2248	0.9490	0.9742
No log	4.7045	414	1.0173	0.2308	1.0173	1.0086
No log	4.7273	416	0.8575	0.2903	0.8575	0.9260
No log	4.75	418	0.6594	0.4472	0.6594	0.8120
No log	4.7727	420	0.6716	0.4239	0.6716	0.8195
No log	4.7955	422	0.7736	0.3414	0.7736	0.8795
No log	4.8182	424	0.7250	0.2803	0.7250	0.8515
No log	4.8409	426	0.6090	0.3939	0.6090	0.7804
No log	4.8636	428	0.6003	0.4128	0.6003	0.7748
No log	4.8864	430	0.6069	0.3818	0.6069	0.7790
No log	4.9091	432	0.6336	0.3917	0.6336	0.7960
No log	4.9318	434	0.7215	0.3473	0.7215	0.8494
No log	4.9545	436	0.7039	0.3418	0.7039	0.8390
No log	4.9773	438	0.6763	0.4386	0.6763	0.8224
No log	5.0	440	0.5903	0.4133	0.5903	0.7683
No log	5.0227	442	0.6029	0.4435	0.6029	0.7765
No log	5.0455	444	0.6912	0.4523	0.6912	0.8314
No log	5.0682	446	0.6985	0.4472	0.6985	0.8358
No log	5.0909	448	0.6530	0.4576	0.6530	0.8081
No log	5.1136	450	0.6509	0.4678	0.6509	0.8068
No log	5.1364	452	0.6017	0.4386	0.6017	0.7757
No log	5.1591	454	0.6216	0.4678	0.6216	0.7884
No log	5.1818	456	0.7921	0.3701	0.7921	0.8900
No log	5.2045	458	0.8891	0.2490	0.8891	0.9429
No log	5.2273	460	0.7624	0.4154	0.7624	0.8731
No log	5.25	462	0.7293	0.3882	0.7293	0.8540
No log	5.2727	464	0.6598	0.4568	0.6598	0.8123
No log	5.2955	466	0.7281	0.3846	0.7281	0.8533
No log	5.3182	468	0.7072	0.3473	0.7072	0.8410
No log	5.3409	470	0.6367	0.4335	0.6367	0.7980
No log	5.3636	472	0.5894	0.4389	0.5894	0.7677
No log	5.3864	474	0.5702	0.4338	0.5702	0.7551
No log	5.4091	476	0.6406	0.4723	0.6406	0.8004
No log	5.4318	478	0.6866	0.3846	0.6866	0.8286
No log	5.4545	480	0.6107	0.4783	0.6107	0.7815
No log	5.4773	482	0.5664	0.4737	0.5664	0.7526
No log	5.5	484	0.5764	0.4737	0.5764	0.7592
No log	5.5227	486	0.6645	0.4768	0.6645	0.8152
No log	5.5455	488	0.6144	0.4890	0.6144	0.7838
No log	5.5682	490	0.5152	0.4930	0.5152	0.7178
No log	5.5909	492	0.4701	0.4396	0.4701	0.6857
No log	5.6136	494	0.4661	0.4573	0.4661	0.6827
No log	5.6364	496	0.5084	0.4930	0.5084	0.7130
No log	5.6591	498	0.6292	0.4081	0.6292	0.7932
0.4208	5.6818	500	0.7018	0.3333	0.7018	0.8377
0.4208	5.7045	502	0.6868	0.3735	0.6868	0.8287
0.4208	5.7273	504	0.6550	0.3968	0.6550	0.8093
0.4208	5.75	506	0.5741	0.5702	0.5741	0.7577
0.4208	5.7727	508	0.6155	0.5212	0.6155	0.7845
0.4208	5.7955	510	0.7460	0.3930	0.7460	0.8637
0.4208	5.8182	512	0.7533	0.4462	0.7533	0.8679
0.4208	5.8409	514	0.6691	0.4373	0.6691	0.8180
0.4208	5.8636	516	0.6443	0.4824	0.6443	0.8027
0.4208	5.8864	518	0.6055	0.5	0.6055	0.7781
0.4208	5.9091	520	0.6525	0.5105	0.6525	0.8078
0.4208	5.9318	522	0.7640	0.3548	0.7640	0.8741
0.4208	5.9545	524	0.7371	0.3306	0.7371	0.8586
0.4208	5.9773	526	0.5897	0.4703	0.5897	0.7679
0.4208	6.0	528	0.4582	0.4462	0.4582	0.6769
0.4208	6.0227	530	0.4366	0.4526	0.4366	0.6608
0.4208	6.0455	532	0.4496	0.4526	0.4496	0.6705
0.4208	6.0682	534	0.5320	0.4667	0.5320	0.7294
0.4208	6.0909	536	0.6620	0.4035	0.6620	0.8136
0.4208	6.1136	538	0.6725	0.4477	0.6725	0.8201
0.4208	6.1364	540	0.5643	0.4554	0.5643	0.7512
0.4208	6.1591	542	0.5006	0.4955	0.5006	0.7075
0.4208	6.1818	544	0.4639	0.4732	0.4639	0.6811
0.4208	6.2045	546	0.4679	0.4783	0.4679	0.6840
0.4208	6.2273	548	0.5281	0.4444	0.5281	0.7267
0.4208	6.25	550	0.7115	0.3859	0.7115	0.8435
0.4208	6.2727	552	0.8260	0.2653	0.8260	0.9089
0.4208	6.2955	554	0.8202	0.2653	0.8202	0.9057
0.4208	6.3182	556	0.6989	0.3648	0.6989	0.8360
0.4208	6.3409	558	0.5556	0.4554	0.5556	0.7454
0.4208	6.3636	560	0.4852	0.4563	0.4852	0.6966
0.4208	6.3864	562	0.4497	0.4462	0.4497	0.6706
0.4208	6.4091	564	0.4591	0.4902	0.4591	0.6776
0.4208	6.4318	566	0.5207	0.4502	0.5207	0.7216
0.4208	6.4545	568	0.6774	0.4530	0.6774	0.8230
0.4208	6.4773	570	0.8546	0.2000	0.8546	0.9244
0.4208	6.5	572	1.0132	0.1418	1.0132	1.0066
0.4208	6.5227	574	0.9744	0.1418	0.9744	0.9871
0.4208	6.5455	576	0.8076	0.2653	0.8076	0.8987
0.4208	6.5682	578	0.5915	0.4737	0.5915	0.7691
0.4208	6.5909	580	0.4878	0.4654	0.4878	0.6985
0.4208	6.6136	582	0.4682	0.5048	0.4682	0.6843
0.4208	6.6364	584	0.4996	0.4766	0.4996	0.7069
0.4208	6.6591	586	0.5932	0.4798	0.5932	0.7702
0.4208	6.6818	588	0.7426	0.3147	0.7426	0.8617
0.4208	6.7045	590	0.8399	0.3226	0.8399	0.9165
0.4208	6.7273	592	0.8665	0.3202	0.8665	0.9308
0.4208	6.75	594	0.7799	0.3147	0.7799	0.8831
0.4208	6.7727	596	0.6838	0.4828	0.6838	0.8269
0.4208	6.7955	598	0.6652	0.4958	0.6652	0.8156
0.4208	6.8182	600	0.6468	0.4678	0.6468	0.8042
0.4208	6.8409	602	0.6250	0.4439	0.6250	0.7906
0.4208	6.8636	604	0.6153	0.4336	0.6153	0.7844
0.4208	6.8864	606	0.6068	0.4336	0.6068	0.7790
0.4208	6.9091	608	0.5985	0.4336	0.5985	0.7736
0.4208	6.9318	610	0.6622	0.4	0.6622	0.8137
0.4208	6.9545	612	0.7764	0.2812	0.7764	0.8811
0.4208	6.9773	614	0.7551	0.3466	0.7551	0.8690
0.4208	7.0	616	0.6378	0.4439	0.6378	0.7986
0.4208	7.0227	618	0.5683	0.4389	0.5683	0.7539
0.4208	7.0455	620	0.5102	0.4595	0.5102	0.7143
0.4208	7.0682	622	0.5076	0.4595	0.5076	0.7125
0.4208	7.0909	624	0.5524	0.4444	0.5524	0.7432
0.4208	7.1136	626	0.6707	0.3959	0.6707	0.8190
0.4208	7.1364	628	0.8123	0.2320	0.8123	0.9013
0.4208	7.1591	630	0.8285	0.2320	0.8285	0.9102
0.4208	7.1818	632	0.7460	0.3466	0.7460	0.8637
0.4208	7.2045	634	0.6094	0.3593	0.6094	0.7806
0.4208	7.2273	636	0.5240	0.4444	0.5240	0.7239
0.4208	7.25	638	0.4959	0.4495	0.4959	0.7042
0.4208	7.2727	640	0.5161	0.5023	0.5161	0.7184
0.4208	7.2955	642	0.5617	0.4444	0.5617	0.7495
0.4208	7.3182	644	0.6712	0.3333	0.6712	0.8193
0.4208	7.3409	646	0.7381	0.3496	0.7381	0.8592
0.4208	7.3636	648	0.7272	0.3195	0.7272	0.8528
0.4208	7.3864	650	0.6780	0.3633	0.6780	0.8234
0.4208	7.4091	652	0.5973	0.4495	0.5973	0.7729
0.4208	7.4318	654	0.5614	0.4444	0.5614	0.7492
0.4208	7.4545	656	0.5238	0.4444	0.5238	0.7238
0.4208	7.4773	658	0.4880	0.5023	0.4880	0.6986
0.4208	7.5	660	0.4913	0.5023	0.4913	0.7009
0.4208	7.5227	662	0.5489	0.4444	0.5489	0.7409
0.4208	7.5455	664	0.6573	0.4093	0.6573	0.8108
0.4208	7.5682	666	0.7908	0.3333	0.7908	0.8893
0.4208	7.5909	668	0.8146	0.3333	0.8146	0.9025
0.4208	7.6136	670	0.7430	0.3580	0.7430	0.8620
0.4208	7.6364	672	0.6353	0.3702	0.6353	0.7970
0.4208	7.6591	674	0.5258	0.4502	0.5258	0.7251
0.4208	7.6818	676	0.4873	0.5169	0.4873	0.6980
0.4208	7.7045	678	0.4746	0.5169	0.4746	0.6889
0.4208	7.7273	680	0.4829	0.4902	0.4829	0.6949
0.4208	7.75	682	0.5076	0.4502	0.5076	0.7125
0.4208	7.7727	684	0.5509	0.4444	0.5509	0.7422
0.4208	7.7955	686	0.5931	0.4545	0.5931	0.7701
0.4208	7.8182	688	0.6164	0.4595	0.6164	0.7851
0.4208	7.8409	690	0.6163	0.4595	0.6163	0.7851
0.4208	7.8636	692	0.6013	0.4595	0.6013	0.7754
0.4208	7.8864	694	0.5953	0.4717	0.5953	0.7716
0.4208	7.9091	696	0.5551	0.4554	0.5551	0.7450
0.4208	7.9318	698	0.5211	0.4444	0.5211	0.7219
0.4208	7.9545	700	0.4834	0.4766	0.4834	0.6953
0.4208	7.9773	702	0.4597	0.5169	0.4597	0.6780
0.4208	8.0	704	0.4690	0.4833	0.4690	0.6848
0.4208	8.0227	706	0.4952	0.4766	0.4952	0.7037
0.4208	8.0455	708	0.5569	0.4554	0.5569	0.7463
0.4208	8.0682	710	0.6085	0.4798	0.6085	0.7800
0.4208	8.0909	712	0.6386	0.4435	0.6386	0.7991
0.4208	8.1136	714	0.6132	0.4737	0.6132	0.7831
0.4208	8.1364	716	0.5558	0.4444	0.5558	0.7455
0.4208	8.1591	718	0.5419	0.4703	0.5419	0.7361
0.4208	8.1818	720	0.5460	0.4703	0.5460	0.7389
0.4208	8.2045	722	0.5662	0.4389	0.5662	0.7525
0.4208	8.2273	724	0.6079	0.4286	0.6079	0.7797
0.4208	8.25	726	0.6667	0.4568	0.6667	0.8165
0.4208	8.2727	728	0.7478	0.4332	0.7478	0.8647
0.4208	8.2955	730	0.7916	0.4426	0.7916	0.8897
0.4208	8.3182	732	0.7748	0.4426	0.7748	0.8802
0.4208	8.3409	734	0.7079	0.4612	0.7079	0.8413
0.4208	8.3636	736	0.6446	0.4386	0.6446	0.8029
0.4208	8.3864	738	0.6053	0.4439	0.6053	0.7780
0.4208	8.4091	740	0.5990	0.4439	0.5990	0.7739
0.4208	8.4318	742	0.5730	0.4389	0.5730	0.7570
0.4208	8.4545	744	0.5551	0.4389	0.5551	0.7450
0.4208	8.4773	746	0.5341	0.4389	0.5341	0.7308
0.4208	8.5	748	0.5393	0.4389	0.5393	0.7344
0.4208	8.5227	750	0.5586	0.4495	0.5586	0.7474
0.4208	8.5455	752	0.5596	0.4495	0.5596	0.7480
0.4208	8.5682	754	0.5555	0.4495	0.5555	0.7453
0.4208	8.5909	756	0.5650	0.4495	0.5650	0.7516
0.4208	8.6136	758	0.6005	0.4495	0.6005	0.7749
0.4208	8.6364	760	0.6456	0.4439	0.6456	0.8035
0.4208	8.6591	762	0.6673	0.4182	0.6673	0.8169
0.4208	8.6818	764	0.6552	0.4439	0.6552	0.8095
0.4208	8.7045	766	0.6179	0.4439	0.6179	0.7861
0.4208	8.7273	768	0.5734	0.4389	0.5734	0.7573
0.4208	8.75	770	0.5468	0.4444	0.5468	0.7395
0.4208	8.7727	772	0.5281	0.4502	0.5281	0.7267
0.4208	8.7955	774	0.5241	0.4393	0.5241	0.7240
0.4208	8.8182	776	0.5235	0.4393	0.5235	0.7235
0.4208	8.8409	778	0.5387	0.4444	0.5387	0.7339
0.4208	8.8636	780	0.5695	0.4389	0.5695	0.7546
0.4208	8.8864	782	0.5869	0.4389	0.5869	0.7661
0.4208	8.9091	784	0.5912	0.4389	0.5912	0.7689
0.4208	8.9318	786	0.6078	0.4389	0.6078	0.7796
0.4208	8.9545	788	0.6102	0.4389	0.6102	0.7812
0.4208	8.9773	790	0.6091	0.4389	0.6091	0.7805
0.4208	9.0	792	0.6200	0.4389	0.6200	0.7874
0.4208	9.0227	794	0.6432	0.4286	0.6432	0.8020
0.4208	9.0455	796	0.6558	0.3991	0.6558	0.8098
0.4208	9.0682	798	0.6564	0.3991	0.6564	0.8102
0.4208	9.0909	800	0.6370	0.4389	0.6370	0.7981
0.4208	9.1136	802	0.6144	0.4389	0.6144	0.7838
0.4208	9.1364	804	0.5916	0.4389	0.5916	0.7692
0.4208	9.1591	806	0.5759	0.4389	0.5759	0.7589
0.4208	9.1818	808	0.5547	0.4444	0.5547	0.7448
0.4208	9.2045	810	0.5471	0.4444	0.5471	0.7397
0.4208	9.2273	812	0.5438	0.4444	0.5438	0.7374
0.4208	9.25	814	0.5412	0.4444	0.5412	0.7357
0.4208	9.2727	816	0.5391	0.4444	0.5391	0.7343
0.4208	9.2955	818	0.5463	0.4444	0.5463	0.7391
0.4208	9.3182	820	0.5572	0.4389	0.5572	0.7464
0.4208	9.3409	822	0.5703	0.4389	0.5703	0.7552
0.4208	9.3636	824	0.5827	0.4389	0.5827	0.7634
0.4208	9.3864	826	0.5956	0.4389	0.5956	0.7717
0.4208	9.4091	828	0.5994	0.4389	0.5994	0.7742
0.4208	9.4318	830	0.5915	0.4389	0.5915	0.7691
0.4208	9.4545	832	0.5858	0.4389	0.5858	0.7654
0.4208	9.4773	834	0.5733	0.4444	0.5733	0.7571
0.4208	9.5	836	0.5596	0.4444	0.5596	0.7480
0.4208	9.5227	838	0.5582	0.4444	0.5582	0.7471
0.4208	9.5455	840	0.5607	0.4444	0.5607	0.7488
0.4208	9.5682	842	0.5590	0.4444	0.5590	0.7477
0.4208	9.5909	844	0.5576	0.4444	0.5576	0.7467
0.4208	9.6136	846	0.5593	0.4444	0.5593	0.7478
0.4208	9.6364	848	0.5682	0.4444	0.5682	0.7538
0.4208	9.6591	850	0.5736	0.4444	0.5736	0.7574
0.4208	9.6818	852	0.5792	0.4444	0.5792	0.7610
0.4208	9.7045	854	0.5860	0.4444	0.5860	0.7655
0.4208	9.7273	856	0.5894	0.4444	0.5894	0.7678
0.4208	9.75	858	0.5961	0.4389	0.5961	0.7721
0.4208	9.7727	860	0.6025	0.4389	0.6025	0.7762
0.4208	9.7955	862	0.6058	0.4128	0.6058	0.7783
0.4208	9.8182	864	0.6106	0.4128	0.6106	0.7814
0.4208	9.8409	866	0.6138	0.4128	0.6138	0.7835
0.4208	9.8636	868	0.6177	0.4128	0.6177	0.7859
0.4208	9.8864	870	0.6227	0.4128	0.6227	0.7891
0.4208	9.9091	872	0.6244	0.4128	0.6244	0.7902
0.4208	9.9318	874	0.6233	0.4128	0.6233	0.7895
0.4208	9.9545	876	0.6221	0.4128	0.6221	0.7887
0.4208	9.9773	878	0.6206	0.4128	0.6206	0.7878
0.4208	10.0	880	0.6199	0.4128	0.6199	0.7873

Framework versions

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