ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k14_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: 0.8566
• Qwk: 0.5435
• Mse: 0.8566
• Rmse: 0.9255

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	4.0472	-0.0116	4.0472	2.0118
No log	0.0556	4	2.1892	0.0059	2.1892	1.4796
No log	0.0833	6	1.2221	0.0569	1.2221	1.1055
No log	0.1111	8	0.9204	-0.0144	0.9204	0.9594
No log	0.1389	10	0.8545	0.0668	0.8545	0.9244
No log	0.1667	12	0.7558	0.0363	0.7558	0.8694
No log	0.1944	14	0.7375	0.1052	0.7375	0.8588
No log	0.2222	16	0.7503	0.1727	0.7503	0.8662
No log	0.25	18	0.8296	0.0918	0.8296	0.9108
No log	0.2778	20	0.8237	0.0918	0.8237	0.9076
No log	0.3056	22	0.7834	0.1216	0.7834	0.8851
No log	0.3333	24	0.6690	0.1261	0.6690	0.8179
No log	0.3611	26	0.6748	0.2673	0.6748	0.8215
No log	0.3889	28	0.7057	0.3114	0.7057	0.8401
No log	0.4167	30	0.7023	0.2781	0.7023	0.8380
No log	0.4444	32	0.6957	0.1331	0.6957	0.8341
No log	0.4722	34	0.6806	0.1667	0.6806	0.8250
No log	0.5	36	0.6874	0.1381	0.6874	0.8291
No log	0.5278	38	0.7269	0.2141	0.7269	0.8526
No log	0.5556	40	0.7063	0.2257	0.7063	0.8404
No log	0.5833	42	0.6381	0.2424	0.6381	0.7988
No log	0.6111	44	0.8748	0.2598	0.8748	0.9353
No log	0.6389	46	0.9050	0.3701	0.9050	0.9513
No log	0.6667	48	0.6542	0.3930	0.6542	0.8088
No log	0.6944	50	0.6380	0.4616	0.6380	0.7987
No log	0.7222	52	0.6450	0.4510	0.6450	0.8031
No log	0.75	54	0.7230	0.5041	0.7230	0.8503
No log	0.7778	56	0.8082	0.4715	0.8082	0.8990
No log	0.8056	58	0.7503	0.5094	0.7503	0.8662
No log	0.8333	60	0.6978	0.4757	0.6978	0.8354
No log	0.8611	62	0.7318	0.4804	0.7318	0.8554
No log	0.8889	64	0.7582	0.4547	0.7582	0.8708
No log	0.9167	66	0.6675	0.4524	0.6675	0.8170
No log	0.9444	68	0.8657	0.4091	0.8657	0.9304
No log	0.9722	70	0.8462	0.4089	0.8462	0.9199
No log	1.0	72	0.6599	0.4448	0.6599	0.8124
No log	1.0278	74	0.6461	0.4187	0.6461	0.8038
No log	1.0556	76	0.8541	0.4392	0.8541	0.9242
No log	1.0833	78	1.3273	0.3628	1.3273	1.1521
No log	1.1111	80	1.5128	0.3565	1.5128	1.2299
No log	1.1389	82	1.4633	0.3975	1.4633	1.2097
No log	1.1667	84	0.9567	0.4123	0.9567	0.9781
No log	1.1944	86	0.9030	0.4527	0.9030	0.9503
No log	1.2222	88	0.9805	0.4296	0.9805	0.9902
No log	1.25	90	0.8664	0.5286	0.8664	0.9308
No log	1.2778	92	1.1772	0.4062	1.1772	1.0850
No log	1.3056	94	1.3395	0.3943	1.3395	1.1574
No log	1.3333	96	1.3370	0.4127	1.3370	1.1563
No log	1.3611	98	1.3142	0.4242	1.3142	1.1464
No log	1.3889	100	0.9787	0.4639	0.9787	0.9893
No log	1.4167	102	0.9003	0.4745	0.9003	0.9488
No log	1.4444	104	1.0853	0.4364	1.0853	1.0418
No log	1.4722	106	1.3116	0.3934	1.3116	1.1453
No log	1.5	108	1.4024	0.3842	1.4024	1.1842
No log	1.5278	110	1.1962	0.3977	1.1962	1.0937
No log	1.5556	112	0.8523	0.4512	0.8523	0.9232
No log	1.5833	114	0.7811	0.4764	0.7811	0.8838
No log	1.6111	116	0.8713	0.4616	0.8713	0.9335
No log	1.6389	118	1.1589	0.4023	1.1589	1.0765
No log	1.6667	120	1.1540	0.4323	1.1540	1.0742
No log	1.6944	122	0.9181	0.4768	0.9181	0.9582
No log	1.7222	124	0.9442	0.5129	0.9442	0.9717
No log	1.75	126	1.0065	0.5042	1.0065	1.0032
No log	1.7778	128	1.1347	0.4790	1.1347	1.0652
No log	1.8056	130	1.5292	0.3550	1.5292	1.2366
No log	1.8333	132	1.8881	0.3412	1.8881	1.3741
No log	1.8611	134	1.8177	0.3638	1.8177	1.3482
No log	1.8889	136	1.4488	0.4063	1.4488	1.2037
No log	1.9167	138	1.1030	0.4724	1.1030	1.0503
No log	1.9444	140	1.0126	0.3790	1.0126	1.0063
No log	1.9722	142	0.9346	0.4224	0.9346	0.9667
No log	2.0	144	0.9242	0.4689	0.9242	0.9614
No log	2.0278	146	1.3471	0.3703	1.3471	1.1606
No log	2.0556	148	1.4661	0.3604	1.4661	1.2108
No log	2.0833	150	1.1739	0.4307	1.1739	1.0835
No log	2.1111	152	0.9430	0.4694	0.9430	0.9711
No log	2.1389	154	0.9271	0.4685	0.9271	0.9629
No log	2.1667	156	0.9392	0.4961	0.9392	0.9691
No log	2.1944	158	1.0814	0.4961	1.0814	1.0399
No log	2.2222	160	1.2753	0.3995	1.2753	1.1293
No log	2.25	162	1.1556	0.4208	1.1556	1.0750
No log	2.2778	164	0.9413	0.4671	0.9413	0.9702
No log	2.3056	166	0.7777	0.5305	0.7777	0.8819
No log	2.3333	168	0.8131	0.5286	0.8131	0.9017
No log	2.3611	170	0.8512	0.5167	0.8512	0.9226
No log	2.3889	172	0.9047	0.5096	0.9047	0.9511
No log	2.4167	174	1.1872	0.4320	1.1872	1.0896
No log	2.4444	176	1.2422	0.3933	1.2422	1.1145
No log	2.4722	178	1.0156	0.4667	1.0156	1.0078
No log	2.5	180	0.9228	0.5100	0.9228	0.9606
No log	2.5278	182	1.0331	0.4419	1.0331	1.0164
No log	2.5556	184	1.3960	0.3832	1.3960	1.1815
No log	2.5833	186	1.9201	0.3113	1.9201	1.3857
No log	2.6111	188	1.8932	0.3175	1.8932	1.3759
No log	2.6389	190	1.4315	0.3760	1.4315	1.1964
No log	2.6667	192	0.9103	0.4457	0.9103	0.9541
No log	2.6944	194	0.8967	0.4393	0.8967	0.9469
No log	2.7222	196	0.9557	0.3912	0.9557	0.9776
No log	2.75	198	0.8498	0.4864	0.8498	0.9219
No log	2.7778	200	0.9043	0.4486	0.9043	0.9509
No log	2.8056	202	1.2636	0.3595	1.2636	1.1241
No log	2.8333	204	1.4687	0.3717	1.4687	1.2119
No log	2.8611	206	1.3747	0.3746	1.3747	1.1725
No log	2.8889	208	1.0859	0.4172	1.0859	1.0421
No log	2.9167	210	0.9237	0.4285	0.9237	0.9611
No log	2.9444	212	0.9977	0.4201	0.9977	0.9989
No log	2.9722	214	1.0253	0.4046	1.0253	1.0126
No log	3.0	216	1.0501	0.4079	1.0501	1.0247
No log	3.0278	218	0.9740	0.4409	0.9740	0.9869
No log	3.0556	220	0.9146	0.4718	0.9146	0.9564
No log	3.0833	222	0.9340	0.4789	0.9340	0.9664
No log	3.1111	224	1.0147	0.4770	1.0147	1.0073
No log	3.1389	226	1.0649	0.4371	1.0649	1.0319
No log	3.1667	228	1.0212	0.4526	1.0212	1.0105
No log	3.1944	230	1.0402	0.4734	1.0402	1.0199
No log	3.2222	232	1.2370	0.4110	1.2370	1.1122
No log	3.25	234	1.4145	0.3856	1.4145	1.1893
No log	3.2778	236	1.5919	0.3909	1.5919	1.2617
No log	3.3056	238	1.4059	0.4038	1.4059	1.1857
No log	3.3333	240	1.1397	0.4433	1.1397	1.0676
No log	3.3611	242	0.9506	0.4692	0.9506	0.9750
No log	3.3889	244	0.8660	0.5238	0.8660	0.9306
No log	3.4167	246	0.8680	0.4786	0.8680	0.9316
No log	3.4444	248	0.9949	0.4236	0.9949	0.9974
No log	3.4722	250	1.0378	0.4044	1.0378	1.0187
No log	3.5	252	0.9638	0.4115	0.9638	0.9818
No log	3.5278	254	0.8713	0.4677	0.8713	0.9334
No log	3.5556	256	0.8877	0.4289	0.8877	0.9422
No log	3.5833	258	0.8905	0.4718	0.8905	0.9437
No log	3.6111	260	0.8596	0.5130	0.8596	0.9271
No log	3.6389	262	0.8815	0.5419	0.8815	0.9389
No log	3.6667	264	0.9292	0.4833	0.9292	0.9639
No log	3.6944	266	1.0414	0.4655	1.0414	1.0205
No log	3.7222	268	1.3672	0.4042	1.3672	1.1693
No log	3.75	270	1.5920	0.3527	1.5920	1.2617
No log	3.7778	272	1.4971	0.3684	1.4971	1.2236
No log	3.8056	274	1.2353	0.4181	1.2353	1.1115
No log	3.8333	276	1.0445	0.4736	1.0445	1.0220
No log	3.8611	278	0.9830	0.4659	0.9830	0.9915
No log	3.8889	280	0.9474	0.4568	0.9474	0.9734
No log	3.9167	282	0.9216	0.4746	0.9216	0.9600
No log	3.9444	284	0.9403	0.4780	0.9403	0.9697
No log	3.9722	286	0.9701	0.4155	0.9701	0.9850
No log	4.0	288	1.0423	0.4198	1.0423	1.0209
No log	4.0278	290	1.0263	0.4003	1.0263	1.0131
No log	4.0556	292	0.9434	0.4149	0.9434	0.9713
No log	4.0833	294	0.8832	0.4800	0.8832	0.9398
No log	4.1111	296	0.8507	0.4985	0.8507	0.9223
No log	4.1389	298	0.8444	0.4954	0.8444	0.9189
No log	4.1667	300	0.8711	0.4599	0.8711	0.9333
No log	4.1944	302	0.9363	0.4508	0.9363	0.9676
No log	4.2222	304	1.0058	0.4410	1.0058	1.0029
No log	4.25	306	1.0152	0.4452	1.0152	1.0076
No log	4.2778	308	0.9859	0.4951	0.9859	0.9929
No log	4.3056	310	0.9885	0.5062	0.9885	0.9943
No log	4.3333	312	0.9830	0.5019	0.9830	0.9915
No log	4.3611	314	0.9818	0.5088	0.9818	0.9909
No log	4.3889	316	1.0000	0.5036	1.0000	1.0000
No log	4.4167	318	0.9565	0.4916	0.9565	0.9780
No log	4.4444	320	0.9730	0.4988	0.9730	0.9864
No log	4.4722	322	0.9549	0.4852	0.9549	0.9772
No log	4.5	324	0.9160	0.4809	0.9160	0.9571
No log	4.5278	326	0.9441	0.4843	0.9441	0.9717
No log	4.5556	328	1.0379	0.4782	1.0379	1.0188
No log	4.5833	330	1.1047	0.4382	1.1047	1.0510
No log	4.6111	332	1.0805	0.4922	1.0805	1.0395
No log	4.6389	334	1.0579	0.5051	1.0579	1.0285
No log	4.6667	336	1.0526	0.5050	1.0526	1.0260
No log	4.6944	338	1.0679	0.4396	1.0679	1.0334
No log	4.7222	340	1.0296	0.4314	1.0296	1.0147
No log	4.75	342	0.9036	0.5461	0.9036	0.9506
No log	4.7778	344	0.8481	0.4953	0.8481	0.9209
No log	4.8056	346	0.8375	0.4871	0.8375	0.9151
No log	4.8333	348	0.8326	0.4901	0.8326	0.9125
No log	4.8611	350	0.8635	0.5173	0.8635	0.9292
No log	4.8889	352	0.8830	0.5025	0.8830	0.9397
No log	4.9167	354	0.8173	0.5454	0.8173	0.9040
No log	4.9444	356	0.7559	0.5579	0.7559	0.8694
No log	4.9722	358	0.7428	0.5333	0.7428	0.8618
No log	5.0	360	0.8000	0.5586	0.8000	0.8944
No log	5.0278	362	0.8889	0.4826	0.8889	0.9428
No log	5.0556	364	0.9432	0.4406	0.9432	0.9712
No log	5.0833	366	0.9313	0.4554	0.9313	0.9650
No log	5.1111	368	0.9320	0.4941	0.9320	0.9654
No log	5.1389	370	0.9376	0.5225	0.9376	0.9683
No log	5.1667	372	0.9317	0.5060	0.9317	0.9653
No log	5.1944	374	0.9120	0.5080	0.9120	0.9550
No log	5.2222	376	0.9362	0.4979	0.9362	0.9676
No log	5.25	378	0.9174	0.4979	0.9174	0.9578
No log	5.2778	380	0.8770	0.5171	0.8770	0.9365
No log	5.3056	382	0.8874	0.5171	0.8874	0.9420
No log	5.3333	384	0.9875	0.4688	0.9875	0.9938
No log	5.3611	386	1.0939	0.4336	1.0939	1.0459
No log	5.3889	388	1.1872	0.4474	1.1872	1.0896
No log	5.4167	390	1.1944	0.4453	1.1944	1.0929
No log	5.4444	392	1.1178	0.4335	1.1178	1.0573
No log	5.4722	394	1.0927	0.4335	1.0927	1.0453
No log	5.5	396	1.0373	0.4519	1.0373	1.0185
No log	5.5278	398	0.9695	0.4875	0.9695	0.9846
No log	5.5556	400	0.8975	0.5423	0.8975	0.9474
No log	5.5833	402	0.8755	0.5823	0.8755	0.9357
No log	5.6111	404	0.8526	0.5229	0.8526	0.9234
No log	5.6389	406	0.8291	0.5553	0.8291	0.9105
No log	5.6667	408	0.8328	0.5588	0.8328	0.9126
No log	5.6944	410	0.9117	0.5243	0.9117	0.9548
No log	5.7222	412	0.9442	0.4792	0.9442	0.9717
No log	5.75	414	0.8977	0.5169	0.8977	0.9475
No log	5.7778	416	0.8140	0.5625	0.8140	0.9022
No log	5.8056	418	0.7620	0.5591	0.7620	0.8729
No log	5.8333	420	0.7490	0.5535	0.7490	0.8655
No log	5.8611	422	0.8023	0.5188	0.8023	0.8957
No log	5.8889	424	0.9692	0.4074	0.9692	0.9845
No log	5.9167	426	1.0708	0.4215	1.0708	1.0348
No log	5.9444	428	1.0519	0.4215	1.0519	1.0256
No log	5.9722	430	0.9214	0.4503	0.9214	0.9599
No log	6.0	432	0.8000	0.5164	0.8000	0.8944
No log	6.0278	434	0.7655	0.5299	0.7655	0.8749
No log	6.0556	436	0.7814	0.5359	0.7814	0.8840
No log	6.0833	438	0.8155	0.5421	0.8155	0.9030
No log	6.1111	440	0.8794	0.5327	0.8794	0.9378
No log	6.1389	442	0.9062	0.5156	0.9062	0.9520
No log	6.1667	444	0.9084	0.5275	0.9084	0.9531
No log	6.1944	446	0.8735	0.5731	0.8735	0.9346
No log	6.2222	448	0.8371	0.5311	0.8371	0.9149
No log	6.25	450	0.8171	0.5311	0.8171	0.9039
No log	6.2778	452	0.7993	0.5551	0.7993	0.8940
No log	6.3056	454	0.8224	0.5470	0.8224	0.9068
No log	6.3333	456	0.8737	0.5357	0.8737	0.9347
No log	6.3611	458	0.9137	0.5014	0.9137	0.9559
No log	6.3889	460	0.8982	0.5158	0.8982	0.9477
No log	6.4167	462	0.8621	0.5560	0.8621	0.9285
No log	6.4444	464	0.8298	0.5776	0.8298	0.9109
No log	6.4722	466	0.8253	0.5443	0.8253	0.9085
No log	6.5	468	0.8335	0.5421	0.8335	0.9130
No log	6.5278	470	0.8623	0.5585	0.8623	0.9286
No log	6.5556	472	0.8947	0.5571	0.8947	0.9459
No log	6.5833	474	0.9343	0.5014	0.9343	0.9666
No log	6.6111	476	0.9650	0.4986	0.9650	0.9824
No log	6.6389	478	0.9657	0.4814	0.9657	0.9827
No log	6.6667	480	0.9068	0.5170	0.9068	0.9523
No log	6.6944	482	0.8457	0.5244	0.8457	0.9196
No log	6.7222	484	0.8108	0.5213	0.8108	0.9005
No log	6.75	486	0.8161	0.5017	0.8161	0.9034
No log	6.7778	488	0.8601	0.5244	0.8601	0.9274
No log	6.8056	490	0.9124	0.4938	0.9124	0.9552
No log	6.8333	492	0.9510	0.4926	0.9510	0.9752
No log	6.8611	494	1.0143	0.4368	1.0143	1.0071
No log	6.8889	496	1.0544	0.4417	1.0544	1.0268
No log	6.9167	498	1.0546	0.4374	1.0546	1.0269
0.4992	6.9444	500	1.0032	0.4487	1.0032	1.0016
0.4992	6.9722	502	0.9669	0.4814	0.9669	0.9833
0.4992	7.0	504	0.9300	0.4932	0.9300	0.9643
0.4992	7.0278	506	0.8510	0.5089	0.8510	0.9225
0.4992	7.0556	508	0.8259	0.5098	0.8259	0.9088
0.4992	7.0833	510	0.8443	0.5023	0.8443	0.9189
0.4992	7.1111	512	0.8529	0.5074	0.8529	0.9235
0.4992	7.1389	514	0.8271	0.5098	0.8271	0.9095
0.4992	7.1667	516	0.7888	0.5208	0.7888	0.8882
0.4992	7.1944	518	0.7691	0.5243	0.7691	0.8770
0.4992	7.2222	520	0.7744	0.5171	0.7744	0.8800
0.4992	7.25	522	0.8218	0.5053	0.8218	0.9065
0.4992	7.2778	524	0.8964	0.4992	0.8964	0.9468
0.4992	7.3056	526	0.9316	0.4671	0.9316	0.9652
0.4992	7.3333	528	0.9753	0.4446	0.9753	0.9876
0.4992	7.3611	530	0.9931	0.4446	0.9931	0.9965
0.4992	7.3889	532	0.9780	0.4446	0.9780	0.9889
0.4992	7.4167	534	1.0030	0.4458	1.0030	1.0015
0.4992	7.4444	536	1.0182	0.4398	1.0182	1.0090
0.4992	7.4722	538	1.0520	0.4543	1.0520	1.0257
0.4992	7.5	540	1.0778	0.4322	1.0778	1.0382
0.4992	7.5278	542	1.0773	0.4364	1.0773	1.0379
0.4992	7.5556	544	1.0426	0.4628	1.0426	1.0211
0.4992	7.5833	546	1.0142	0.4883	1.0142	1.0071
0.4992	7.6111	548	0.9642	0.4857	0.9642	0.9819
0.4992	7.6389	550	0.9398	0.4712	0.9398	0.9694
0.4992	7.6667	552	0.9108	0.4780	0.9108	0.9544
0.4992	7.6944	554	0.9065	0.4829	0.9065	0.9521
0.4992	7.7222	556	0.8767	0.4877	0.8767	0.9363
0.4992	7.75	558	0.8434	0.4928	0.8434	0.9184
0.4992	7.7778	560	0.8438	0.4937	0.8438	0.9186
0.4992	7.8056	562	0.8526	0.4913	0.8526	0.9233
0.4992	7.8333	564	0.8774	0.5066	0.8774	0.9367
0.4992	7.8611	566	0.9229	0.4796	0.9229	0.9607
0.4992	7.8889	568	0.9779	0.4539	0.9779	0.9889
0.4992	7.9167	570	1.0078	0.4487	1.0078	1.0039
0.4992	7.9444	572	1.0111	0.4487	1.0111	1.0055
0.4992	7.9722	574	0.9677	0.4618	0.9677	0.9837
0.4992	8.0	576	0.8926	0.5056	0.8926	0.9448
0.4992	8.0278	578	0.8245	0.5198	0.8245	0.9080
0.4992	8.0556	580	0.7887	0.5306	0.7887	0.8881
0.4992	8.0833	582	0.7774	0.5253	0.7774	0.8817
0.4992	8.1111	584	0.7766	0.5253	0.7766	0.8813
0.4992	8.1389	586	0.7837	0.5253	0.7837	0.8853
0.4992	8.1667	588	0.7921	0.5253	0.7921	0.8900
0.4992	8.1944	590	0.8170	0.4973	0.8170	0.9039
0.4992	8.2222	592	0.8604	0.5267	0.8604	0.9276
0.4992	8.25	594	0.9290	0.4624	0.9290	0.9638
0.4992	8.2778	596	1.0059	0.4281	1.0059	1.0030
0.4992	8.3056	598	1.0533	0.4338	1.0533	1.0263
0.4992	8.3333	600	1.0499	0.4338	1.0499	1.0246
0.4992	8.3611	602	1.0209	0.4398	1.0209	1.0104
0.4992	8.3889	604	0.9763	0.4621	0.9763	0.9881
0.4992	8.4167	606	0.9209	0.5071	0.9209	0.9596
0.4992	8.4444	608	0.8880	0.4931	0.8880	0.9423
0.4992	8.4722	610	0.8849	0.5119	0.8849	0.9407
0.4992	8.5	612	0.8855	0.5119	0.8855	0.9410
0.4992	8.5278	614	0.8865	0.5119	0.8865	0.9415
0.4992	8.5556	616	0.9013	0.5192	0.9013	0.9494
0.4992	8.5833	618	0.9177	0.5063	0.9177	0.9580
0.4992	8.6111	620	0.9311	0.4938	0.9311	0.9649
0.4992	8.6389	622	0.9485	0.4749	0.9485	0.9739
0.4992	8.6667	624	0.9533	0.4730	0.9533	0.9764
0.4992	8.6944	626	0.9558	0.4730	0.9558	0.9776
0.4992	8.7222	628	0.9384	0.4916	0.9384	0.9687
0.4992	8.75	630	0.9307	0.4820	0.9307	0.9647
0.4992	8.7778	632	0.9257	0.4937	0.9257	0.9621
0.4992	8.8056	634	0.9402	0.4937	0.9402	0.9697
0.4992	8.8333	636	0.9651	0.4651	0.9651	0.9824
0.4992	8.8611	638	0.9936	0.4575	0.9936	0.9968
0.4992	8.8889	640	0.9980	0.4681	0.9980	0.9990
0.4992	8.9167	642	0.9843	0.4862	0.9843	0.9921
0.4992	8.9444	644	0.9775	0.4817	0.9775	0.9887
0.4992	8.9722	646	0.9740	0.4828	0.9740	0.9869
0.4992	9.0	648	0.9681	0.4940	0.9681	0.9839
0.4992	9.0278	650	0.9686	0.4940	0.9686	0.9842
0.4992	9.0556	652	0.9660	0.4940	0.9660	0.9828
0.4992	9.0833	654	0.9611	0.4879	0.9611	0.9803
0.4992	9.1111	656	0.9630	0.4879	0.9630	0.9813
0.4992	9.1389	658	0.9610	0.4879	0.9610	0.9803
0.4992	9.1667	660	0.9573	0.4879	0.9573	0.9784
0.4992	9.1944	662	0.9579	0.4768	0.9579	0.9787
0.4992	9.2222	664	0.9533	0.4879	0.9533	0.9764
0.4992	9.25	666	0.9439	0.4879	0.9439	0.9716
0.4992	9.2778	668	0.9358	0.4879	0.9358	0.9674
0.4992	9.3056	670	0.9279	0.4993	0.9279	0.9633
0.4992	9.3333	672	0.9185	0.4993	0.9185	0.9584
0.4992	9.3611	674	0.9139	0.5055	0.9139	0.9560
0.4992	9.3889	676	0.9133	0.5055	0.9133	0.9557
0.4992	9.4167	678	0.9064	0.5055	0.9064	0.9521
0.4992	9.4444	680	0.8987	0.5055	0.8987	0.9480
0.4992	9.4722	682	0.8961	0.5055	0.8961	0.9466
0.4992	9.5	684	0.8953	0.5055	0.8953	0.9462
0.4992	9.5278	686	0.8960	0.5055	0.8960	0.9465
0.4992	9.5556	688	0.8894	0.5174	0.8894	0.9431
0.4992	9.5833	690	0.8813	0.5347	0.8813	0.9388
0.4992	9.6111	692	0.8698	0.5472	0.8698	0.9326
0.4992	9.6389	694	0.8635	0.5435	0.8635	0.9293
0.4992	9.6667	696	0.8583	0.5435	0.8583	0.9265
0.4992	9.6944	698	0.8563	0.5435	0.8563	0.9254
0.4992	9.7222	700	0.8545	0.5435	0.8545	0.9244
0.4992	9.75	702	0.8536	0.5435	0.8536	0.9239
0.4992	9.7778	704	0.8536	0.5435	0.8536	0.9239
0.4992	9.8056	706	0.8532	0.5435	0.8532	0.9237
0.4992	9.8333	708	0.8545	0.5435	0.8545	0.9244
0.4992	9.8611	710	0.8562	0.5435	0.8562	0.9253
0.4992	9.8889	712	0.8573	0.5435	0.8573	0.9259
0.4992	9.9167	714	0.8572	0.5435	0.8572	0.9258
0.4992	9.9444	716	0.8570	0.5435	0.8570	0.9258
0.4992	9.9722	718	0.8568	0.5435	0.8568	0.9257
0.4992	10.0	720	0.8566	0.5435	0.8566	0.9255

Framework versions

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