ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_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: 0.9166
• Qwk: 0.4778
• Mse: 0.9166
• Rmse: 0.9574

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	0.8768
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	1.1829
No log	1.5325	118	1.3667	0.4021	1.3667	1.1690
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	1.6567	0.2932	1.6567	1.2871
No log	1.6623	128	1.3954	0.3934	1.3954	1.1813
No log	1.6883	130	1.2929	0.3696	1.2929	1.1370
No log	1.7143	132	1.3107	0.3536	1.3107	1.1448
No log	1.7403	134	1.0989	0.3764	1.0989	1.0483
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	1.7323	0.2955	1.7323	1.3162
No log	1.8442	142	1.4423	0.3271	1.4423	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	1.0388	0.4016	1.0388	1.0192
No log	2.0260	156	0.8134	0.4647	0.8134	0.9019
No log	2.0519	158	0.7912	0.4704	0.7912	0.8895
No log	2.0779	160	1.0254	0.4150	1.0254	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	0.7561	0.4683	0.7561	0.8696
No log	2.2078	170	0.7691	0.4734	0.7691	0.8770
No log	2.2338	172	1.0060	0.4611	1.0060	1.0030
No log	2.2597	174	1.1468	0.3888	1.1468	1.0709
No log	2.2857	176	1.0838	0.4498	1.0838	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	0.8396	0.4910	0.8396	0.9163
No log	2.4156	186	0.8886	0.4823	0.8886	0.9427
No log	2.4416	188	0.9077	0.4837	0.9077	0.9527
No log	2.4675	190	0.9301	0.4868	0.9301	0.9644
No log	2.4935	192	1.0671	0.4685	1.0671	1.0330
No log	2.5195	194	1.3416	0.3900	1.3416	1.1583
No log	2.5455	196	1.2151	0.4098	1.2151	1.1023
No log	2.5714	198	1.0611	0.4581	1.0611	1.0301
No log	2.5974	200	0.9405	0.5014	0.9405	0.9698
No log	2.6234	202	0.9121	0.4883	0.9121	0.9550
No log	2.6494	204	0.8994	0.4722	0.8994	0.9483
No log	2.6753	206	0.9708	0.4854	0.9708	0.9853
No log	2.7013	208	1.2507	0.4174	1.2507	1.1183
No log	2.7273	210	1.4423	0.3361	1.4423	1.2009
No log	2.7532	212	1.3785	0.3553	1.3785	1.1741
No log	2.7792	214	1.1042	0.4369	1.1042	1.0508
No log	2.8052	216	0.8783	0.4809	0.8783	0.9372
No log	2.8312	218	0.7687	0.4778	0.7687	0.8767
No log	2.8571	220	0.7578	0.4496	0.7578	0.8705
No log	2.8831	222	0.7920	0.4746	0.7920	0.8899
No log	2.9091	224	0.9867	0.4484	0.9867	0.9933
No log	2.9351	226	1.4641	0.3414	1.4641	1.2100
No log	2.9610	228	1.7455	0.3045	1.7455	1.3212
No log	2.9870	230	1.6488	0.3349	1.6488	1.2841
No log	3.0130	232	1.4956	0.3770	1.4956	1.2230
No log	3.0390	234	1.1650	0.4217	1.1650	1.0793
No log	3.0649	236	0.8627	0.5091	0.8627	0.9288
No log	3.0909	238	0.8079	0.4951	0.8079	0.8988
No log	3.1169	240	0.8573	0.4965	0.8573	0.9259
No log	3.1429	242	1.1177	0.4412	1.1177	1.0572
No log	3.1688	244	1.5277	0.3567	1.5277	1.2360
No log	3.1948	246	1.6430	0.3577	1.6430	1.2818
No log	3.2208	248	1.3900	0.3833	1.3900	1.1790
No log	3.2468	250	1.1020	0.4294	1.1020	1.0497
No log	3.2727	252	1.0395	0.4714	1.0395	1.0195
No log	3.2987	254	0.9638	0.5012	0.9638	0.9817
No log	3.3247	256	0.9521	0.4721	0.9521	0.9757
No log	3.3506	258	1.0411	0.4294	1.0411	1.0203
No log	3.3766	260	1.0286	0.4459	1.0286	1.0142
No log	3.4026	262	0.9835	0.4477	0.9835	0.9917
No log	3.4286	264	0.9015	0.5084	0.9015	0.9495
No log	3.4545	266	0.9010	0.4957	0.9010	0.9492
No log	3.4805	268	0.8918	0.4833	0.8918	0.9444
No log	3.5065	270	0.9208	0.4729	0.9208	0.9596
No log	3.5325	272	1.0484	0.4144	1.0484	1.0239
No log	3.5584	274	1.0306	0.4247	1.0306	1.0152
No log	3.5844	276	0.9035	0.5146	0.9035	0.9505
No log	3.6104	278	0.9421	0.4842	0.9421	0.9706
No log	3.6364	280	1.1178	0.4204	1.1179	1.0573
No log	3.6623	282	1.1520	0.4044	1.1520	1.0733
No log	3.6883	284	1.2290	0.4020	1.2290	1.1086
No log	3.7143	286	1.1307	0.4103	1.1307	1.0634
No log	3.7403	288	0.9258	0.4969	0.9258	0.9622
No log	3.7662	290	0.7633	0.5505	0.7633	0.8736
No log	3.7922	292	0.7299	0.5549	0.7299	0.8543
No log	3.8182	294	0.7763	0.5353	0.7763	0.8811
No log	3.8442	296	1.0242	0.4439	1.0242	1.0120
No log	3.8701	298	1.2723	0.3985	1.2723	1.1280
No log	3.8961	300	1.2481	0.3924	1.2481	1.1172
No log	3.9221	302	1.1214	0.3956	1.1214	1.0589
No log	3.9481	304	0.9187	0.4413	0.9187	0.9585
No log	3.9740	306	0.8338	0.5066	0.8338	0.9131
No log	4.0	308	0.8531	0.5042	0.8531	0.9236
No log	4.0260	310	0.9455	0.4543	0.9455	0.9724
No log	4.0519	312	0.9687	0.4439	0.9687	0.9842
No log	4.0779	314	0.9475	0.4439	0.9475	0.9734
No log	4.1039	316	1.0064	0.4498	1.0064	1.0032
No log	4.1299	318	1.0897	0.4160	1.0897	1.0439
No log	4.1558	320	1.1149	0.4024	1.1149	1.0559
No log	4.1818	322	1.1358	0.3966	1.1358	1.0657
No log	4.2078	324	1.0108	0.4165	1.0108	1.0054
No log	4.2338	326	0.9333	0.4496	0.9333	0.9661
No log	4.2597	328	0.8825	0.4977	0.8825	0.9394
No log	4.2857	330	0.9467	0.4723	0.9467	0.9730
No log	4.3117	332	1.1277	0.4427	1.1277	1.0619
No log	4.3377	334	1.1776	0.4126	1.1776	1.0852
No log	4.3636	336	1.1130	0.4198	1.1130	1.0550
No log	4.3896	338	1.1894	0.3908	1.1894	1.0906
No log	4.4156	340	1.1426	0.4198	1.1426	1.0689
No log	4.4416	342	0.9688	0.4438	0.9688	0.9843
No log	4.4675	344	0.7710	0.5271	0.7710	0.8781
No log	4.4935	346	0.7087	0.5193	0.7087	0.8419
No log	4.5195	348	0.7069	0.5238	0.7069	0.8408
No log	4.5455	350	0.7789	0.5166	0.7789	0.8826
No log	4.5714	352	0.8440	0.5131	0.8440	0.9187
No log	4.5974	354	0.9927	0.4728	0.9927	0.9963
No log	4.6234	356	1.1837	0.3870	1.1837	1.0880
No log	4.6494	358	1.1483	0.3840	1.1483	1.0716
No log	4.6753	360	0.9224	0.4521	0.9224	0.9604
No log	4.7013	362	0.7633	0.5178	0.7633	0.8737
No log	4.7273	364	0.6660	0.5684	0.6660	0.8161
No log	4.7532	366	0.6745	0.4980	0.6745	0.8213
No log	4.7792	368	0.7144	0.5225	0.7144	0.8452
No log	4.8052	370	0.8438	0.4781	0.8438	0.9186
No log	4.8312	372	1.0626	0.4337	1.0626	1.0308
No log	4.8571	374	1.1372	0.4320	1.1372	1.0664
No log	4.8831	376	1.1316	0.4221	1.1316	1.0638
No log	4.9091	378	1.1246	0.4157	1.1246	1.0605
No log	4.9351	380	1.0029	0.4358	1.0029	1.0014
No log	4.9610	382	0.9903	0.4261	0.9903	0.9951
No log	4.9870	384	1.0161	0.4419	1.0161	1.0080
No log	5.0130	386	1.0016	0.4214	1.0016	1.0008
No log	5.0390	388	1.0307	0.4277	1.0307	1.0152
No log	5.0649	390	1.0544	0.4368	1.0544	1.0268
No log	5.0909	392	1.0217	0.4552	1.0217	1.0108
No log	5.1169	394	0.9905	0.4454	0.9905	0.9952
No log	5.1429	396	0.9950	0.4500	0.9950	0.9975
No log	5.1688	398	1.0056	0.4356	1.0056	1.0028
No log	5.1948	400	0.9517	0.4139	0.9517	0.9755
No log	5.2208	402	0.9969	0.4070	0.9969	0.9985
No log	5.2468	404	1.0867	0.3873	1.0867	1.0424
No log	5.2727	406	1.0412	0.4468	1.0412	1.0204
No log	5.2987	408	0.8986	0.4650	0.8986	0.9480
No log	5.3247	410	0.8442	0.5005	0.8442	0.9188
No log	5.3506	412	0.8561	0.4939	0.8561	0.9253
No log	5.3766	414	0.9282	0.4778	0.9282	0.9634
No log	5.4026	416	1.0071	0.4582	1.0071	1.0035
No log	5.4286	418	0.9735	0.4627	0.9735	0.9867
No log	5.4545	420	0.9174	0.4842	0.9174	0.9578
No log	5.4805	422	1.0277	0.4785	1.0277	1.0138
No log	5.5065	424	1.2083	0.3988	1.2083	1.0992
No log	5.5325	426	1.2010	0.4043	1.2010	1.0959
No log	5.5584	428	1.0580	0.4713	1.0580	1.0286
No log	5.5844	430	1.0358	0.4688	1.0358	1.0177
No log	5.6104	432	1.0811	0.4440	1.0811	1.0397
No log	5.6364	434	1.2019	0.3837	1.2019	1.0963
No log	5.6623	436	1.3699	0.3710	1.3699	1.1704
No log	5.6883	438	1.3906	0.3777	1.3906	1.1793
No log	5.7143	440	1.2134	0.3740	1.2134	1.1015
No log	5.7403	442	1.0133	0.4545	1.0133	1.0066
No log	5.7662	444	0.8850	0.4893	0.8850	0.9408
No log	5.7922	446	0.8991	0.4780	0.8991	0.9482
No log	5.8182	448	1.0325	0.4759	1.0325	1.0161
No log	5.8442	450	1.1682	0.4554	1.1682	1.0808
No log	5.8701	452	1.2973	0.4173	1.2973	1.1390
No log	5.8961	454	1.3812	0.4037	1.3812	1.1752
No log	5.9221	456	1.2623	0.4079	1.2623	1.1235
No log	5.9481	458	1.0534	0.4474	1.0534	1.0264
No log	5.9740	460	0.8514	0.5293	0.8514	0.9227
No log	6.0	462	0.7141	0.5697	0.7141	0.8450
No log	6.0260	464	0.6978	0.5565	0.6978	0.8353
No log	6.0519	466	0.7109	0.5509	0.7109	0.8431
No log	6.0779	468	0.7459	0.5507	0.7459	0.8637
No log	6.1039	470	0.8122	0.5507	0.8122	0.9012
No log	6.1299	472	0.8778	0.5288	0.8778	0.9369
No log	6.1558	474	0.9106	0.5019	0.9106	0.9542
No log	6.1818	476	0.9750	0.4747	0.9750	0.9874
No log	6.2078	478	0.9864	0.4634	0.9864	0.9932
No log	6.2338	480	0.8750	0.4705	0.8750	0.9354
No log	6.2597	482	0.7339	0.5587	0.7339	0.8567
No log	6.2857	484	0.6824	0.5560	0.6824	0.8260
No log	6.3117	486	0.6823	0.5602	0.6823	0.8260
No log	6.3377	488	0.7349	0.5295	0.7349	0.8573
No log	6.3636	490	0.8665	0.4653	0.8665	0.9309
No log	6.3896	492	1.0566	0.4371	1.0566	1.0279
No log	6.4156	494	1.1758	0.4236	1.1758	1.0844
No log	6.4416	496	1.1876	0.4303	1.1876	1.0898
No log	6.4675	498	1.1230	0.4193	1.1230	1.0597
0.4206	6.4935	500	1.0015	0.4736	1.0015	1.0008
0.4206	6.5195	502	0.9113	0.5019	0.9113	0.9546
0.4206	6.5455	504	0.8913	0.4970	0.8913	0.9441
0.4206	6.5714	506	0.9309	0.4699	0.9309	0.9648
0.4206	6.5974	508	0.9675	0.4296	0.9675	0.9836
0.4206	6.6234	510	1.0359	0.3968	1.0359	1.0178
0.4206	6.6494	512	1.0452	0.3996	1.0452	1.0223
0.4206	6.6753	514	1.0164	0.4404	1.0164	1.0082
0.4206	6.7013	516	0.9257	0.4803	0.9257	0.9621
0.4206	6.7273	518	0.8816	0.5224	0.8816	0.9389
0.4206	6.7532	520	0.8720	0.5176	0.8720	0.9338
0.4206	6.7792	522	0.8933	0.5151	0.8933	0.9451
0.4206	6.8052	524	0.9066	0.5030	0.9066	0.9522
0.4206	6.8312	526	0.9332	0.4482	0.9332	0.9660
0.4206	6.8571	528	0.9361	0.4393	0.9361	0.9675
0.4206	6.8831	530	0.9697	0.4079	0.9697	0.9847
0.4206	6.9091	532	0.9371	0.4077	0.9371	0.9681
0.4206	6.9351	534	0.9397	0.4077	0.9397	0.9694
0.4206	6.9610	536	0.9786	0.4079	0.9786	0.9893
0.4206	6.9870	538	0.9743	0.4146	0.9743	0.9871
0.4206	7.0130	540	0.9509	0.4329	0.9509	0.9751
0.4206	7.0390	542	0.9775	0.4213	0.9775	0.9887
0.4206	7.0649	544	0.9779	0.4454	0.9779	0.9889
0.4206	7.0909	546	0.9816	0.4650	0.9816	0.9908
0.4206	7.1169	548	0.9299	0.4787	0.9299	0.9643
0.4206	7.1429	550	0.8853	0.5190	0.8853	0.9409
0.4206	7.1688	552	0.8975	0.5123	0.8975	0.9474
0.4206	7.1948	554	0.9465	0.4977	0.9465	0.9729
0.4206	7.2208	556	1.0361	0.4546	1.0361	1.0179
0.4206	7.2468	558	1.0794	0.4379	1.0794	1.0389
0.4206	7.2727	560	1.0802	0.4321	1.0802	1.0393
0.4206	7.2987	562	1.0366	0.4425	1.0366	1.0181
0.4206	7.3247	564	0.9730	0.4658	0.9730	0.9864
0.4206	7.3506	566	0.9508	0.4601	0.9508	0.9751
0.4206	7.3766	568	0.9422	0.4788	0.9422	0.9707
0.4206	7.4026	570	0.9340	0.4734	0.9340	0.9664
0.4206	7.4286	572	0.9177	0.4734	0.9177	0.9580
0.4206	7.4545	574	0.9246	0.4734	0.9246	0.9615
0.4206	7.4805	576	0.9620	0.4362	0.9620	0.9808
0.4206	7.5065	578	0.9965	0.4432	0.9965	0.9983
0.4206	7.5325	580	0.9896	0.4230	0.9896	0.9948
0.4206	7.5584	582	0.9825	0.4230	0.9825	0.9912
0.4206	7.5844	584	0.9974	0.4358	0.9974	0.9987
0.4206	7.6104	586	0.9765	0.4358	0.9765	0.9882
0.4206	7.6364	588	0.9166	0.4529	0.9166	0.9574
0.4206	7.6623	590	0.8617	0.4682	0.8617	0.9283
0.4206	7.6883	592	0.8462	0.5013	0.8462	0.9199
0.4206	7.7143	594	0.8550	0.4840	0.8550	0.9247
0.4206	7.7403	596	0.8917	0.4903	0.8917	0.9443
0.4206	7.7662	598	0.9694	0.4713	0.9694	0.9846
0.4206	7.7922	600	1.0569	0.4367	1.0569	1.0281
0.4206	7.8182	602	1.1059	0.4103	1.1059	1.0516
0.4206	7.8442	604	1.0795	0.4101	1.0795	1.0390
0.4206	7.8701	606	1.0674	0.4101	1.0674	1.0331
0.4206	7.8961	608	1.0140	0.4546	1.0140	1.0070
0.4206	7.9221	610	0.9515	0.4711	0.9515	0.9755
0.4206	7.9481	612	0.9020	0.4783	0.9020	0.9497
0.4206	7.9740	614	0.8780	0.4728	0.8780	0.9370
0.4206	8.0	616	0.8674	0.4733	0.8674	0.9314
0.4206	8.0260	618	0.8860	0.4783	0.8860	0.9413
0.4206	8.0519	620	0.9171	0.4886	0.9171	0.9576
0.4206	8.0779	622	0.9057	0.4837	0.9057	0.9517
0.4206	8.1039	624	0.8824	0.4671	0.8824	0.9394
0.4206	8.1299	626	0.8714	0.4965	0.8714	0.9335
0.4206	8.1558	628	0.8747	0.4972	0.8747	0.9353
0.4206	8.1818	630	0.8684	0.5033	0.8684	0.9319
0.4206	8.2078	632	0.8674	0.4979	0.8674	0.9314
0.4206	8.2338	634	0.8608	0.4932	0.8608	0.9278
0.4206	8.2597	636	0.8503	0.5081	0.8503	0.9221
0.4206	8.2857	638	0.8285	0.5117	0.8285	0.9102
0.4206	8.3117	640	0.8287	0.4971	0.8287	0.9103
0.4206	8.3377	642	0.8295	0.4962	0.8295	0.9108
0.4206	8.3636	644	0.8350	0.4831	0.8350	0.9138
0.4206	8.3896	646	0.8293	0.4831	0.8293	0.9107
0.4206	8.4156	648	0.8072	0.4843	0.8072	0.8985
0.4206	8.4416	650	0.7823	0.5104	0.7823	0.8845
0.4206	8.4675	652	0.7832	0.4917	0.7832	0.8850
0.4206	8.4935	654	0.8039	0.4843	0.8039	0.8966
0.4206	8.5195	656	0.8238	0.4843	0.8238	0.9077
0.4206	8.5455	658	0.8150	0.4849	0.8150	0.9028
0.4206	8.5714	660	0.8130	0.4849	0.8130	0.9017
0.4206	8.5974	662	0.8061	0.4694	0.8061	0.8978
0.4206	8.6234	664	0.8100	0.4626	0.8100	0.9000
0.4206	8.6494	666	0.8302	0.4849	0.8302	0.9111
0.4206	8.6753	668	0.8728	0.4933	0.8728	0.9343
0.4206	8.7013	670	0.9249	0.4703	0.9249	0.9617
0.4206	8.7273	672	0.9492	0.4703	0.9492	0.9743
0.4206	8.7532	674	0.9465	0.4703	0.9465	0.9729
0.4206	8.7792	676	0.9323	0.4768	0.9323	0.9656
0.4206	8.8052	678	0.9205	0.4838	0.9205	0.9594
0.4206	8.8312	680	0.9246	0.4838	0.9246	0.9615
0.4206	8.8571	682	0.9324	0.4832	0.9324	0.9656
0.4206	8.8831	684	0.9186	0.4838	0.9186	0.9585
0.4206	8.9091	686	0.9099	0.4750	0.9099	0.9539
0.4206	8.9351	688	0.9071	0.4814	0.9071	0.9524
0.4206	8.9610	690	0.9110	0.4755	0.9110	0.9544
0.4206	8.9870	692	0.9212	0.4746	0.9212	0.9598
0.4206	9.0130	694	0.9160	0.4750	0.9160	0.9571
0.4206	9.0390	696	0.9268	0.4830	0.9268	0.9627
0.4206	9.0649	698	0.9425	0.4825	0.9425	0.9708
0.4206	9.0909	700	0.9575	0.4763	0.9575	0.9785
0.4206	9.1169	702	0.9677	0.4407	0.9677	0.9837
0.4206	9.1429	704	0.9773	0.4294	0.9773	0.9886
0.4206	9.1688	706	0.9690	0.4344	0.9690	0.9844
0.4206	9.1948	708	0.9520	0.4279	0.9520	0.9757
0.4206	9.2208	710	0.9442	0.4346	0.9442	0.9717
0.4206	9.2468	712	0.9323	0.4413	0.9323	0.9656
0.4206	9.2727	714	0.9308	0.4596	0.9308	0.9648
0.4206	9.2987	716	0.9239	0.4612	0.9239	0.9612
0.4206	9.3247	718	0.9183	0.4612	0.9183	0.9583
0.4206	9.3506	720	0.9201	0.4612	0.9201	0.9592
0.4206	9.3766	722	0.9329	0.4612	0.9329	0.9659
0.4206	9.4026	724	0.9419	0.4612	0.9419	0.9705
0.4206	9.4286	726	0.9544	0.4614	0.9544	0.9769
0.4206	9.4545	728	0.9591	0.4773	0.9591	0.9793
0.4206	9.4805	730	0.9651	0.4598	0.9651	0.9824
0.4206	9.5065	732	0.9666	0.4532	0.9666	0.9831
0.4206	9.5325	734	0.9608	0.4709	0.9608	0.9802
0.4206	9.5584	736	0.9477	0.4778	0.9477	0.9735
0.4206	9.5844	738	0.9374	0.4778	0.9374	0.9682
0.4206	9.6104	740	0.9246	0.4612	0.9246	0.9616
0.4206	9.6364	742	0.9143	0.4616	0.9143	0.9562
0.4206	9.6623	744	0.9084	0.4616	0.9084	0.9531
0.4206	9.6883	746	0.9026	0.4616	0.9026	0.9501
0.4206	9.7143	748	0.9010	0.4620	0.9010	0.9492
0.4206	9.7403	750	0.8996	0.4620	0.8996	0.9485
0.4206	9.7662	752	0.8967	0.4620	0.8967	0.9469
0.4206	9.7922	754	0.8956	0.4620	0.8956	0.9464
0.4206	9.8182	756	0.8996	0.4620	0.8996	0.9485
0.4206	9.8442	758	0.9062	0.4616	0.9062	0.9519
0.4206	9.8701	760	0.9097	0.4612	0.9097	0.9538
0.4206	9.8961	762	0.9117	0.4612	0.9117	0.9548
0.4206	9.9221	764	0.9138	0.4778	0.9138	0.9559
0.4206	9.9481	766	0.9153	0.4778	0.9153	0.9567
0.4206	9.9740	768	0.9161	0.4778	0.9161	0.9571
0.4206	10.0	770	0.9166	0.4778	0.9166	0.9574

Framework versions

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