ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k15_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: 0.9150
• Qwk: 0.4616
• Mse: 0.9150
• Rmse: 0.9566

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	0.0260	2	4.0482	-0.0275	4.0482	2.0120
No log	0.0519	4	2.3810	0.0377	2.3810	1.5431
No log	0.0779	6	1.4596	-0.0105	1.4596	1.2081
No log	0.1039	8	0.9016	-0.0084	0.9016	0.9495
No log	0.1299	10	0.7189	0.1762	0.7189	0.8479
No log	0.1558	12	0.7310	0.1826	0.7310	0.8550
No log	0.1818	14	0.7843	0.0897	0.7843	0.8856
No log	0.2078	16	0.8921	0.0813	0.8921	0.9445
No log	0.2338	18	0.8933	0.1733	0.8933	0.9452
No log	0.2597	20	0.7590	0.1969	0.7590	0.8712
No log	0.2857	22	0.7619	0.1638	0.7619	0.8729
No log	0.3117	24	0.7739	0.1793	0.7739	0.8797
No log	0.3377	26	0.9766	0.2025	0.9766	0.9882
No log	0.3636	28	0.9177	0.1793	0.9177	0.9580
No log	0.3896	30	0.7482	0.2135	0.7482	0.8650
No log	0.4156	32	0.7263	0.2055	0.7263	0.8522
No log	0.4416	34	0.7113	0.2544	0.7113	0.8434
No log	0.4675	36	0.6760	0.2451	0.6760	0.8222
No log	0.4935	38	0.6624	0.3966	0.6624	0.8139
No log	0.5195	40	0.7687	0.3939	0.7687	0.8767
No log	0.5455	42	0.8006	0.4441	0.8006	0.8948
No log	0.5714	44	0.7749	0.4619	0.7749	0.8803
No log	0.5974	46	0.7485	0.5094	0.7485	0.8651
No log	0.6234	48	0.8601	0.4676	0.8601	0.9274
No log	0.6494	50	0.9349	0.4277	0.9349	0.9669
No log	0.6753	52	0.9339	0.3999	0.9339	0.9664
No log	0.7013	54	0.9883	0.4061	0.9883	0.9941
No log	0.7273	56	0.9357	0.4145	0.9357	0.9673
No log	0.7532	58	0.6933	0.4731	0.6933	0.8327
No log	0.7792	60	0.6583	0.4517	0.6583	0.8113
No log	0.8052	62	0.7993	0.5178	0.7993	0.8940
No log	0.8312	64	1.1835	0.3232	1.1835	1.0879
No log	0.8571	66	1.6964	0.2749	1.6964	1.3025
No log	0.8831	68	1.8837	0.2629	1.8837	1.3725
No log	0.9091	70	1.6988	0.2883	1.6988	1.3034
No log	0.9351	72	1.2529	0.3788	1.2529	1.1193
No log	0.9610	74	1.2172	0.3245	1.2172	1.1033
No log	0.9870	76	1.4526	0.2911	1.4526	1.2053
No log	1.0130	78	1.4453	0.2838	1.4453	1.2022
No log	1.0390	80	1.4884	0.2762	1.4884	1.2200
No log	1.0649	82	1.3782	0.2797	1.3782	1.1739
No log	1.0909	84	1.2322	0.3035	1.2322	1.1100
No log	1.1169	86	1.0911	0.3482	1.0911	1.0446
No log	1.1429	88	0.9739	0.4262	0.9739	0.9868
No log	1.1688	90	1.0666	0.3752	1.0666	1.0328
No log	1.1948	92	1.0364	0.3573	1.0364	1.0180
No log	1.2208	94	0.8538	0.3881	0.8538	0.9240
No log	1.2468	96	0.7903	0.4362	0.7903	0.8890
No log	1.2727	98	0.8413	0.4338	0.8413	0.9172
No log	1.2987	100	1.1027	0.3795	1.1027	1.0501
No log	1.3247	102	1.5707	0.2560	1.5707	1.2533
No log	1.3506	104	1.9470	0.2482	1.9470	1.3953
No log	1.3766	106	1.8423	0.2810	1.8423	1.3573
No log	1.4026	108	1.7309	0.3035	1.7309	1.3156
No log	1.4286	110	1.9129	0.2524	1.9129	1.3831
No log	1.4545	112	1.9545	0.2562	1.9545	1.3980
No log	1.4805	114	1.9156	0.2649	1.9156	1.3840
No log	1.5065	116	1.3994	0.3595	1.3994	1.1830
No log	1.5325	118	1.3667	0.4021	1.3667	1.1691
No log	1.5584	120	1.6324	0.2967	1.6324	1.2776
No log	1.5844	122	1.8670	0.3015	1.8670	1.3664
No log	1.6104	124	1.7135	0.2759	1.7135	1.3090
No log	1.6364	126	1.6566	0.2932	1.6566	1.2871
No log	1.6623	128	1.3954	0.3934	1.3954	1.1813
No log	1.6883	130	1.2928	0.3696	1.2928	1.1370
No log	1.7143	132	1.3106	0.3536	1.3106	1.1448
No log	1.7403	134	1.0988	0.3764	1.0988	1.0482
No log	1.7662	136	1.2087	0.3632	1.2087	1.0994
No log	1.7922	138	1.6085	0.2990	1.6085	1.2683
No log	1.8182	140	1.7324	0.2955	1.7324	1.3162
No log	1.8442	142	1.4424	0.3271	1.4424	1.2010
No log	1.8701	144	1.1137	0.4264	1.1137	1.0553
No log	1.8961	146	1.1914	0.3953	1.1914	1.0915
No log	1.9221	148	1.2176	0.4089	1.2176	1.1035
No log	1.9481	150	1.4397	0.3244	1.4397	1.1999
No log	1.9740	152	1.3724	0.3089	1.3724	1.1715
No log	2.0	154	1.0389	0.4016	1.0389	1.0193
No log	2.0260	156	0.8135	0.4647	0.8135	0.9019
No log	2.0519	158	0.7913	0.4704	0.7913	0.8895
No log	2.0779	160	1.0255	0.4150	1.0255	1.0126
No log	2.1039	162	1.1894	0.4080	1.1894	1.0906
No log	2.1299	164	1.1453	0.4080	1.1453	1.0702
No log	2.1558	166	0.9341	0.4712	0.9341	0.9665
No log	2.1818	168	0.7562	0.4683	0.7562	0.8696
No log	2.2078	170	0.7692	0.4734	0.7692	0.8770
No log	2.2338	172	1.0061	0.4611	1.0061	1.0030
No log	2.2597	174	1.1468	0.3888	1.1468	1.0709
No log	2.2857	176	1.0839	0.4498	1.0839	1.0411
No log	2.3117	178	0.8484	0.4904	0.8484	0.9211
No log	2.3377	180	0.7886	0.4635	0.7886	0.8880
No log	2.3636	182	0.8474	0.4902	0.8474	0.9206
No log	2.3896	184	0.8395	0.4910	0.8395	0.9163
No log	2.4156	186	0.8885	0.4823	0.8885	0.9426
No log	2.4416	188	0.9077	0.4837	0.9077	0.9528
No log	2.4675	190	0.9303	0.4868	0.9303	0.9645
No log	2.4935	192	1.0671	0.4685	1.0671	1.0330
No log	2.5195	194	1.3413	0.3900	1.3413	1.1582
No log	2.5455	196	1.2147	0.4098	1.2147	1.1021
No log	2.5714	198	1.0611	0.4634	1.0611	1.0301
No log	2.5974	200	0.9407	0.5014	0.9407	0.9699
No log	2.6234	202	0.9125	0.5044	0.9125	0.9552
No log	2.6494	204	0.8996	0.4722	0.8996	0.9485
No log	2.6753	206	0.9710	0.4854	0.9710	0.9854
No log	2.7013	208	1.2505	0.4174	1.2505	1.1183
No log	2.7273	210	1.4411	0.3361	1.4411	1.2004
No log	2.7532	212	1.3763	0.3553	1.3763	1.1732
No log	2.7792	214	1.1021	0.4369	1.1021	1.0498
No log	2.8052	216	0.8775	0.4809	0.8775	0.9368
No log	2.8312	218	0.7688	0.4778	0.7688	0.8768
No log	2.8571	220	0.7578	0.4551	0.7578	0.8705
No log	2.8831	222	0.7925	0.4746	0.7925	0.8902
No log	2.9091	224	0.9874	0.4484	0.9874	0.9937
No log	2.9351	226	1.4632	0.3414	1.4632	1.2096
No log	2.9610	228	1.7419	0.3045	1.7419	1.3198
No log	2.9870	230	1.6427	0.3349	1.6427	1.2817
No log	3.0130	232	1.4898	0.3770	1.4898	1.2206
No log	3.0390	234	1.1617	0.4217	1.1617	1.0778
No log	3.0649	236	0.8623	0.5091	0.8623	0.9286
No log	3.0909	238	0.8089	0.4951	0.8089	0.8994
No log	3.1169	240	0.8604	0.4965	0.8604	0.9276
No log	3.1429	242	1.1263	0.4351	1.1263	1.0613
No log	3.1688	244	1.5321	0.3567	1.5321	1.2378
No log	3.1948	246	1.6400	0.3577	1.6400	1.2806
No log	3.2208	248	1.3812	0.3833	1.3812	1.1753
No log	3.2468	250	1.0931	0.4438	1.0931	1.0455
No log	3.2727	252	1.0327	0.4714	1.0327	1.0162
No log	3.2987	254	0.9652	0.5012	0.9652	0.9825
No log	3.3247	256	0.9597	0.4475	0.9597	0.9796
No log	3.3506	258	1.0532	0.4184	1.0532	1.0263
No log	3.3766	260	1.0350	0.4343	1.0350	1.0173
No log	3.4026	262	0.9868	0.4477	0.9868	0.9934
No log	3.4286	264	0.9038	0.5084	0.9038	0.9507
No log	3.4545	266	0.9074	0.4957	0.9074	0.9526
No log	3.4805	268	0.8977	0.4833	0.8977	0.9475
No log	3.5065	270	0.9300	0.4666	0.9300	0.9644
No log	3.5325	272	1.0696	0.4144	1.0696	1.0342
No log	3.5584	274	1.0491	0.4247	1.0491	1.0243
No log	3.5844	276	0.9123	0.5146	0.9123	0.9552
No log	3.6104	278	0.9457	0.4842	0.9457	0.9725
No log	3.6364	280	1.1261	0.4204	1.1261	1.0612
No log	3.6623	282	1.1628	0.4044	1.1628	1.0783
No log	3.6883	284	1.2399	0.3924	1.2399	1.1135
No log	3.7143	286	1.1363	0.4188	1.1363	1.0660
No log	3.7403	288	0.9269	0.4969	0.9269	0.9628
No log	3.7662	290	0.7604	0.5506	0.7604	0.8720
No log	3.7922	292	0.7263	0.5473	0.7263	0.8522
No log	3.8182	294	0.7715	0.5353	0.7715	0.8783
No log	3.8442	296	1.0176	0.4599	1.0176	1.0087
No log	3.8701	298	1.2656	0.4080	1.2656	1.1250
No log	3.8961	300	1.2430	0.3924	1.2430	1.1149
No log	3.9221	302	1.1163	0.3956	1.1163	1.0566
No log	3.9481	304	0.9128	0.4467	0.9128	0.9554
No log	3.9740	306	0.8307	0.5066	0.8307	0.9114
No log	4.0	308	0.8514	0.4914	0.8514	0.9227
No log	4.0260	310	0.9464	0.4543	0.9464	0.9728
No log	4.0519	312	0.9737	0.4426	0.9737	0.9867
No log	4.0779	314	0.9499	0.4553	0.9499	0.9746
No log	4.1039	316	0.9949	0.4498	0.9949	0.9974
No log	4.1299	318	1.0643	0.4175	1.0643	1.0316
No log	4.1558	320	1.1077	0.4042	1.1077	1.0525
No log	4.1818	322	1.1434	0.3966	1.1434	1.0693
No log	4.2078	324	1.0198	0.4166	1.0198	1.0098
No log	4.2338	326	0.9286	0.4552	0.9286	0.9637
No log	4.2597	328	0.8691	0.4977	0.8691	0.9323
No log	4.2857	330	0.9250	0.4963	0.9250	0.9618
No log	4.3117	332	1.0939	0.4383	1.0939	1.0459
No log	4.3377	334	1.1393	0.4231	1.1393	1.0674
No log	4.3636	336	1.0839	0.4261	1.0839	1.0411
No log	4.3896	338	1.1759	0.3970	1.1759	1.0844
No log	4.4156	340	1.1493	0.4199	1.1493	1.0721
No log	4.4416	342	0.9862	0.4197	0.9862	0.9931
No log	4.4675	344	0.7870	0.5271	0.7870	0.8872
No log	4.4935	346	0.7199	0.5237	0.7199	0.8485
No log	4.5195	348	0.7128	0.5219	0.7128	0.8443
No log	4.5455	350	0.7804	0.5166	0.7804	0.8834
No log	4.5714	352	0.8382	0.4974	0.8382	0.9155
No log	4.5974	354	0.9806	0.4683	0.9806	0.9902
No log	4.6234	356	1.1706	0.3870	1.1706	1.0819
No log	4.6494	358	1.1378	0.3840	1.1378	1.0667
No log	4.6753	360	0.9189	0.4521	0.9189	0.9586
No log	4.7013	362	0.7640	0.5313	0.7640	0.8741
No log	4.7273	364	0.6649	0.5161	0.6649	0.8154
No log	4.7532	366	0.6710	0.4980	0.6710	0.8191
No log	4.7792	368	0.7071	0.5302	0.7071	0.8409
No log	4.8052	370	0.8312	0.4791	0.8312	0.9117
No log	4.8312	372	1.0470	0.4440	1.0470	1.0233
No log	4.8571	374	1.1331	0.4277	1.1331	1.0645
No log	4.8831	376	1.1316	0.4277	1.1316	1.0638
No log	4.9091	378	1.1163	0.4112	1.1163	1.0565
No log	4.9351	380	0.9899	0.4489	0.9899	0.9950
No log	4.9610	382	0.9795	0.4327	0.9795	0.9897
No log	4.9870	384	1.0109	0.4133	1.0108	1.0054
No log	5.0130	386	1.0023	0.4277	1.0023	1.0011
No log	5.0390	388	1.0340	0.4370	1.0340	1.0168
No log	5.0649	390	1.0564	0.4199	1.0564	1.0278
No log	5.0909	392	1.0089	0.4447	1.0089	1.0045
No log	5.1169	394	0.9730	0.4456	0.9730	0.9864
No log	5.1429	396	0.9924	0.4454	0.9924	0.9962
No log	5.1688	398	1.0180	0.4356	1.0180	1.0090
No log	5.1948	400	0.9641	0.4138	0.9641	0.9819
No log	5.2208	402	0.9873	0.4070	0.9873	0.9936
No log	5.2468	404	1.0552	0.3954	1.0552	1.0272
No log	5.2727	406	1.0099	0.4472	1.0099	1.0049
No log	5.2987	408	0.8752	0.4538	0.8752	0.9355
No log	5.3247	410	0.8248	0.5071	0.8248	0.9082
No log	5.3506	412	0.8408	0.4939	0.8408	0.9170
No log	5.3766	414	0.9118	0.4842	0.9118	0.9549
No log	5.4026	416	0.9979	0.4643	0.9979	0.9990
No log	5.4286	418	0.9747	0.4690	0.9747	0.9873
No log	5.4545	420	0.9195	0.4946	0.9195	0.9589
No log	5.4805	422	1.0318	0.4785	1.0318	1.0158
No log	5.5065	424	1.2159	0.3988	1.2159	1.1027
No log	5.5325	426	1.2077	0.4043	1.2077	1.0989
No log	5.5584	428	1.0609	0.4819	1.0609	1.0300
No log	5.5844	430	1.0312	0.4785	1.0312	1.0155
No log	5.6104	432	1.0677	0.4455	1.0677	1.0333
No log	5.6364	434	1.1791	0.3837	1.1791	1.0859
No log	5.6623	436	1.3512	0.3710	1.3512	1.1624
No log	5.6883	438	1.3745	0.3714	1.3745	1.1724
No log	5.7143	440	1.2006	0.3740	1.2006	1.0957
No log	5.7403	442	1.0080	0.4548	1.0080	1.0040
No log	5.7662	444	0.8855	0.4844	0.8855	0.9410
No log	5.7922	446	0.8998	0.4785	0.8998	0.9486
No log	5.8182	448	1.0302	0.4759	1.0302	1.0150
No log	5.8442	450	1.1542	0.4554	1.1542	1.0743
No log	5.8701	452	1.2732	0.4120	1.2732	1.1283
No log	5.8961	454	1.3488	0.3947	1.3488	1.1614
No log	5.9221	456	1.2305	0.4208	1.2305	1.1093
No log	5.9481	458	1.0385	0.4639	1.0385	1.0191
No log	5.9740	460	0.8529	0.5293	0.8529	0.9236
No log	6.0	462	0.7182	0.5439	0.7182	0.8475
No log	6.0260	464	0.6980	0.5565	0.6980	0.8355
No log	6.0519	466	0.7106	0.5550	0.7106	0.8430
No log	6.0779	468	0.7509	0.5851	0.7509	0.8665
No log	6.1039	470	0.8191	0.5482	0.8191	0.9050
No log	6.1299	472	0.8713	0.5352	0.8713	0.9334
No log	6.1558	474	0.8875	0.5041	0.8875	0.9421
No log	6.1818	476	0.9467	0.4984	0.9467	0.9730
No log	6.2078	478	0.9733	0.4638	0.9733	0.9866
No log	6.2338	480	0.8751	0.5134	0.8751	0.9355
No log	6.2597	482	0.7424	0.5365	0.7424	0.8616
No log	6.2857	484	0.6948	0.5488	0.6948	0.8335
No log	6.3117	486	0.6996	0.5471	0.6996	0.8364
No log	6.3377	488	0.7568	0.5082	0.7568	0.8699
No log	6.3636	490	0.8889	0.4754	0.8889	0.9428
No log	6.3896	492	1.0746	0.4219	1.0746	1.0366
No log	6.4156	494	1.1777	0.4181	1.1777	1.0852
No log	6.4416	496	1.1697	0.4345	1.1697	1.0815
No log	6.4675	498	1.0924	0.4440	1.0924	1.0452
0.4202	6.4935	500	0.9658	0.5202	0.9658	0.9827
0.4202	6.5195	502	0.8801	0.4934	0.8801	0.9381
0.4202	6.5455	504	0.8652	0.5059	0.8652	0.9301
0.4202	6.5714	506	0.9084	0.5129	0.9084	0.9531
0.4202	6.5974	508	0.9519	0.4296	0.9519	0.9757
0.4202	6.6234	510	1.0274	0.4034	1.0274	1.0136
0.4202	6.6494	512	1.0362	0.4103	1.0362	1.0179
0.4202	6.6753	514	1.0095	0.4468	1.0095	1.0047
0.4202	6.7013	516	0.9207	0.4803	0.9207	0.9595
0.4202	6.7273	518	0.8780	0.5224	0.8780	0.9370
0.4202	6.7532	520	0.8697	0.5224	0.8697	0.9326
0.4202	6.7792	522	0.8892	0.5090	0.8892	0.9430
0.4202	6.8052	524	0.8992	0.5023	0.8992	0.9483
0.4202	6.8312	526	0.9226	0.4518	0.9226	0.9605
0.4202	6.8571	528	0.9225	0.4396	0.9225	0.9604
0.4202	6.8831	530	0.9560	0.4077	0.9560	0.9777
0.4202	6.9091	532	0.9265	0.4075	0.9265	0.9626
0.4202	6.9351	534	0.9339	0.4075	0.9339	0.9664
0.4202	6.9610	536	0.9788	0.4012	0.9788	0.9893
0.4202	6.9870	538	0.9766	0.4146	0.9766	0.9882
0.4202	7.0130	540	0.9523	0.4145	0.9523	0.9759
0.4202	7.0390	542	0.9752	0.4278	0.9752	0.9875
0.4202	7.0649	544	0.9744	0.4342	0.9744	0.9871
0.4202	7.0909	546	0.9960	0.4404	0.9960	0.9980
0.4202	7.1169	548	0.9509	0.4595	0.9509	0.9751
0.4202	7.1429	550	0.9017	0.4814	0.9017	0.9496
0.4202	7.1688	552	0.9075	0.5058	0.9075	0.9526
0.4202	7.1948	554	0.9558	0.4964	0.9558	0.9776
0.4202	7.2208	556	1.0459	0.4646	1.0459	1.0227
0.4202	7.2468	558	1.0967	0.4263	1.0967	1.0472
0.4202	7.2727	560	1.1056	0.4205	1.1056	1.0515
0.4202	7.2987	562	1.0676	0.4306	1.0676	1.0333
0.4202	7.3247	564	1.0046	0.4480	1.0046	1.0023
0.4202	7.3506	566	0.9852	0.4591	0.9852	0.9926
0.4202	7.3766	568	0.9813	0.4480	0.9813	0.9906
0.4202	7.4026	570	0.9670	0.4839	0.9670	0.9834
0.4202	7.4286	572	0.9413	0.4734	0.9413	0.9702
0.4202	7.4545	574	0.9406	0.4734	0.9406	0.9699
0.4202	7.4805	576	0.9737	0.4373	0.9737	0.9867
0.4202	7.5065	578	1.0065	0.4480	1.0065	1.0033
0.4202	7.5325	580	1.0029	0.4294	1.0029	1.0014
0.4202	7.5584	582	1.0017	0.4167	1.0017	1.0009
0.4202	7.5844	584	1.0251	0.4169	1.0251	1.0125
0.4202	7.6104	586	1.0079	0.4247	1.0079	1.0040
0.4202	7.6364	588	0.9450	0.4410	0.9450	0.9721
0.4202	7.6623	590	0.8836	0.4678	0.8836	0.9400
0.4202	7.6883	592	0.8631	0.4947	0.8631	0.9290
0.4202	7.7143	594	0.8696	0.494	0.8696	0.9325
0.4202	7.7403	596	0.9049	0.4903	0.9049	0.9513
0.4202	7.7662	598	0.9804	0.4713	0.9804	0.9902
0.4202	7.7922	600	1.0638	0.4368	1.0638	1.0314
0.4202	7.8182	602	1.1118	0.4205	1.1118	1.0544
0.4202	7.8442	604	1.0838	0.4101	1.0838	1.0411
0.4202	7.8701	606	1.0757	0.4101	1.0757	1.0372
0.4202	7.8961	608	1.0271	0.4440	1.0271	1.0134
0.4202	7.9221	610	0.9686	0.4711	0.9686	0.9842
0.4202	7.9481	612	0.9165	0.4783	0.9165	0.9574
0.4202	7.9740	614	0.8880	0.4783	0.8880	0.9424
0.4202	8.0	616	0.8689	0.4733	0.8689	0.9321
0.4202	8.0260	618	0.8820	0.4783	0.8820	0.9391
0.4202	8.0519	620	0.9104	0.4836	0.9104	0.9542
0.4202	8.0779	622	0.9004	0.4845	0.9004	0.9489
0.4202	8.1039	624	0.8809	0.4718	0.8809	0.9386
0.4202	8.1299	626	0.8740	0.4889	0.8740	0.9349
0.4202	8.1558	628	0.8840	0.4842	0.8840	0.9402
0.4202	8.1818	630	0.8856	0.4790	0.8856	0.9410
0.4202	8.2078	632	0.8898	0.4816	0.8898	0.9433
0.4202	8.2338	634	0.8853	0.4816	0.8853	0.9409
0.4202	8.2597	636	0.8710	0.4770	0.8710	0.9333
0.4202	8.2857	638	0.8392	0.4908	0.8392	0.9161
0.4202	8.3117	640	0.8313	0.4908	0.8313	0.9118
0.4202	8.3377	642	0.8260	0.5013	0.8260	0.9089
0.4202	8.3636	644	0.8277	0.5013	0.8277	0.9098
0.4202	8.3896	646	0.8211	0.4775	0.8211	0.9062
0.4202	8.4156	648	0.7997	0.5036	0.7997	0.8942
0.4202	8.4416	650	0.7780	0.4933	0.7780	0.8821
0.4202	8.4675	652	0.7826	0.4933	0.7826	0.8846
0.4202	8.4935	654	0.8074	0.4849	0.8074	0.8986
0.4202	8.5195	656	0.8318	0.4843	0.8318	0.9120
0.4202	8.5455	658	0.8262	0.4849	0.8262	0.9089
0.4202	8.5714	660	0.8246	0.4849	0.8246	0.9081
0.4202	8.5974	662	0.8135	0.4933	0.8135	0.9019
0.4202	8.6234	664	0.8141	0.4941	0.8141	0.9023
0.4202	8.6494	666	0.8298	0.4690	0.8298	0.9110
0.4202	8.6753	668	0.8667	0.4888	0.8667	0.9310
0.4202	8.7013	670	0.9132	0.4912	0.9132	0.9556
0.4202	8.7273	672	0.9359	0.4703	0.9359	0.9674
0.4202	8.7532	674	0.9380	0.4703	0.9380	0.9685
0.4202	8.7792	676	0.9309	0.4768	0.9309	0.9649
0.4202	8.8052	678	0.9242	0.4912	0.9242	0.9614
0.4202	8.8312	680	0.9325	0.4899	0.9325	0.9657
0.4202	8.8571	682	0.9427	0.4884	0.9427	0.9709
0.4202	8.8831	684	0.9300	0.4890	0.9300	0.9643
0.4202	8.9091	686	0.9208	0.4912	0.9208	0.9596
0.4202	8.9351	688	0.9138	0.4803	0.9138	0.9559
0.4202	8.9610	690	0.9127	0.4746	0.9127	0.9554
0.4202	8.9870	692	0.9180	0.4803	0.9180	0.9581
0.4202	9.0130	694	0.9096	0.4755	0.9096	0.9537
0.4202	9.0390	696	0.9189	0.4803	0.9189	0.9586
0.4202	9.0649	698	0.9367	0.4884	0.9367	0.9678
0.4202	9.0909	700	0.9539	0.4825	0.9539	0.9767
0.4202	9.1169	702	0.9656	0.4471	0.9656	0.9827
0.4202	9.1429	704	0.9774	0.4294	0.9774	0.9886
0.4202	9.1688	706	0.9726	0.4344	0.9726	0.9862
0.4202	9.1948	708	0.9572	0.4279	0.9572	0.9784
0.4202	9.2208	710	0.9498	0.4346	0.9498	0.9746
0.4202	9.2468	712	0.9376	0.4596	0.9376	0.9683
0.4202	9.2727	714	0.9349	0.4596	0.9349	0.9669
0.4202	9.2987	716	0.9269	0.4612	0.9269	0.9628
0.4202	9.3247	718	0.9203	0.4694	0.9203	0.9593
0.4202	9.3506	720	0.9203	0.4694	0.9203	0.9593
0.4202	9.3766	722	0.9318	0.4690	0.9318	0.9653
0.4202	9.4026	724	0.9395	0.4625	0.9395	0.9693
0.4202	9.4286	726	0.9517	0.4626	0.9517	0.9756
0.4202	9.4545	728	0.9562	0.4614	0.9562	0.9778
0.4202	9.4805	730	0.9617	0.4773	0.9617	0.9807
0.4202	9.5065	732	0.9636	0.4773	0.9636	0.9817
0.4202	9.5325	734	0.9580	0.4773	0.9580	0.9788
0.4202	9.5584	736	0.9449	0.4612	0.9449	0.9721
0.4202	9.5844	738	0.9348	0.4612	0.9348	0.9668
0.4202	9.6104	740	0.9222	0.4616	0.9222	0.9603
0.4202	9.6364	742	0.9124	0.4616	0.9124	0.9552
0.4202	9.6623	744	0.9071	0.4687	0.9071	0.9524
0.4202	9.6883	746	0.9015	0.4699	0.9015	0.9495
0.4202	9.7143	748	0.8998	0.4687	0.8998	0.9486
0.4202	9.7403	750	0.8987	0.4687	0.8987	0.9480
0.4202	9.7662	752	0.8959	0.4699	0.8959	0.9465
0.4202	9.7922	754	0.8949	0.4699	0.8949	0.9460
0.4202	9.8182	756	0.8989	0.4699	0.8989	0.9481
0.4202	9.8442	758	0.9053	0.4620	0.9053	0.9515
0.4202	9.8701	760	0.9086	0.4616	0.9086	0.9532
0.4202	9.8961	762	0.9106	0.4616	0.9106	0.9542
0.4202	9.9221	764	0.9125	0.4616	0.9125	0.9552
0.4202	9.9481	766	0.9138	0.4616	0.9138	0.9559
0.4202	9.9740	768	0.9146	0.4616	0.9146	0.9564
0.4202	10.0	770	0.9150	0.4616	0.9150	0.9566

Framework versions

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