ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_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: 0.8477
• Qwk: 0.4755
• Mse: 0.8477
• Rmse: 0.9207

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	0.025	2	3.7242	-0.0111	3.7242	1.9298
No log	0.05	4	1.7463	0.1244	1.7463	1.3215
No log	0.075	6	1.0979	0.0318	1.0979	1.0478
No log	0.1	8	0.8737	0.0236	0.8737	0.9347
No log	0.125	10	0.7137	0.2057	0.7137	0.8448
No log	0.15	12	0.7423	0.1960	0.7423	0.8616
No log	0.175	14	0.7577	0.2023	0.7577	0.8705
No log	0.2	16	0.8841	0.1600	0.8841	0.9403
No log	0.225	18	0.7716	0.1992	0.7716	0.8784
No log	0.25	20	0.7170	0.1930	0.7170	0.8468
No log	0.275	22	0.7451	0.2080	0.7451	0.8632
No log	0.3	24	0.7629	0.2001	0.7629	0.8735
No log	0.325	26	0.7089	0.3012	0.7089	0.8420
No log	0.35	28	0.7567	0.1397	0.7567	0.8699
No log	0.375	30	0.7304	0.2868	0.7304	0.8546
No log	0.4	32	1.1149	0.1310	1.1149	1.0559
No log	0.425	34	0.9640	0.2621	0.9640	0.9818
No log	0.45	36	0.6588	0.3219	0.6588	0.8117
No log	0.475	38	0.8187	0.3823	0.8187	0.9048
No log	0.5	40	0.8504	0.3310	0.8504	0.9222
No log	0.525	42	0.6440	0.4073	0.6440	0.8025
No log	0.55	44	0.5662	0.4278	0.5662	0.7525
No log	0.575	46	0.5884	0.4532	0.5884	0.7671
No log	0.6	48	0.6858	0.4929	0.6858	0.8281
No log	0.625	50	0.8609	0.4338	0.8609	0.9278
No log	0.65	52	0.7702	0.4685	0.7702	0.8776
No log	0.675	54	0.7365	0.4527	0.7365	0.8582
No log	0.7	56	0.8518	0.4654	0.8518	0.9229
No log	0.725	58	0.7114	0.5182	0.7114	0.8435
No log	0.75	60	0.8350	0.4623	0.8350	0.9138
No log	0.775	62	0.9083	0.4197	0.9083	0.9531
No log	0.8	64	0.8926	0.4268	0.8926	0.9448
No log	0.825	66	1.0126	0.4412	1.0126	1.0063
No log	0.85	68	1.3898	0.3807	1.3898	1.1789
No log	0.875	70	1.8394	0.2832	1.8394	1.3562
No log	0.9	72	1.5929	0.3484	1.5929	1.2621
No log	0.925	74	0.9972	0.4371	0.9972	0.9986
No log	0.95	76	0.8920	0.5053	0.8920	0.9445
No log	0.975	78	1.0229	0.4569	1.0229	1.0114
No log	1.0	80	0.9917	0.4856	0.9917	0.9959
No log	1.025	82	0.9864	0.4902	0.9864	0.9932
No log	1.05	84	1.1262	0.4298	1.1262	1.0612
No log	1.075	86	1.5283	0.3966	1.5283	1.2362
No log	1.1	88	1.6606	0.3626	1.6606	1.2887
No log	1.125	90	1.3185	0.4181	1.3185	1.1483
No log	1.15	92	0.8877	0.4478	0.8877	0.9422
No log	1.175	94	0.9343	0.4803	0.9343	0.9666
No log	1.2	96	0.8851	0.4279	0.8851	0.9408
No log	1.225	98	0.7440	0.4737	0.7440	0.8625
No log	1.25	100	1.0055	0.4430	1.0055	1.0028
No log	1.275	102	1.5879	0.3463	1.5879	1.2601
No log	1.3	104	1.8459	0.3059	1.8459	1.3586
No log	1.325	106	1.4692	0.3644	1.4692	1.2121
No log	1.35	108	1.0788	0.4398	1.0788	1.0386
No log	1.375	110	0.7649	0.5253	0.7649	0.8746
No log	1.4	112	0.7873	0.5299	0.7873	0.8873
No log	1.425	114	1.0974	0.4372	1.0974	1.0476
No log	1.45	116	1.6101	0.3352	1.6101	1.2689
No log	1.475	118	1.4353	0.3419	1.4353	1.1981
No log	1.5	120	0.8794	0.4393	0.8794	0.9377
No log	1.525	122	0.6772	0.4906	0.6772	0.8229
No log	1.55	124	0.6952	0.4836	0.6952	0.8338
No log	1.575	126	0.7197	0.5220	0.7197	0.8483
No log	1.6	128	1.1704	0.4413	1.1704	1.0818
No log	1.625	130	1.6791	0.3233	1.6791	1.2958
No log	1.65	132	1.6708	0.3043	1.6708	1.2926
No log	1.675	134	1.2746	0.4330	1.2746	1.1290
No log	1.7	136	0.8509	0.4931	0.8509	0.9225
No log	1.725	138	0.7271	0.4972	0.7271	0.8527
No log	1.75	140	0.7660	0.4886	0.7660	0.8752
No log	1.775	142	0.7261	0.4604	0.7261	0.8521
No log	1.8	144	0.7000	0.5234	0.7000	0.8367
No log	1.825	146	0.9752	0.4734	0.9752	0.9875
No log	1.85	148	1.3272	0.4454	1.3272	1.1521
No log	1.875	150	1.3669	0.4453	1.3669	1.1691
No log	1.9	152	1.1872	0.4646	1.1872	1.0896
No log	1.925	154	0.9437	0.4777	0.9437	0.9714
No log	1.95	156	0.8407	0.4983	0.8407	0.9169
No log	1.975	158	0.8865	0.4692	0.8865	0.9415
No log	2.0	160	0.9578	0.4968	0.9578	0.9787
No log	2.025	162	1.1407	0.4942	1.1407	1.0680
No log	2.05	164	1.4822	0.3937	1.4822	1.2175
No log	2.075	166	1.8841	0.3521	1.8841	1.3726
No log	2.1	168	2.0638	0.3409	2.0638	1.4366
No log	2.125	170	1.7582	0.3831	1.7582	1.3260
No log	2.15	172	1.2780	0.4396	1.2780	1.1305
No log	2.175	174	1.0111	0.4786	1.0111	1.0055
No log	2.2	176	0.9038	0.4906	0.9038	0.9507
No log	2.225	178	0.8923	0.4806	0.8923	0.9446
No log	2.25	180	0.9664	0.4731	0.9664	0.9831
No log	2.275	182	1.2119	0.4307	1.2119	1.1009
No log	2.3	184	1.3856	0.4426	1.3856	1.1771
No log	2.325	186	1.3038	0.4603	1.3038	1.1418
No log	2.35	188	1.0374	0.4968	1.0374	1.0185
No log	2.375	190	0.9564	0.4854	0.9564	0.9780
No log	2.4	192	0.9695	0.4795	0.9695	0.9846
No log	2.425	194	0.9719	0.4731	0.9719	0.9858
No log	2.45	196	1.1631	0.4635	1.1631	1.0785
No log	2.475	198	1.2998	0.4716	1.2998	1.1401
No log	2.5	200	1.2938	0.4662	1.2938	1.1375
No log	2.525	202	1.1900	0.4669	1.1900	1.0909
No log	2.55	204	1.1023	0.4600	1.1023	1.0499
No log	2.575	206	0.9345	0.4754	0.9345	0.9667
No log	2.6	208	0.8646	0.4351	0.8646	0.9298
No log	2.625	210	0.8397	0.5015	0.8397	0.9164
No log	2.65	212	0.8987	0.4681	0.8987	0.9480
No log	2.675	214	1.0527	0.4535	1.0527	1.0260
No log	2.7	216	1.2681	0.4680	1.2681	1.1261
No log	2.725	218	1.2473	0.4769	1.2473	1.1168
No log	2.75	220	1.2493	0.4769	1.2493	1.1177
No log	2.775	222	1.1437	0.4509	1.1437	1.0694
No log	2.8	224	1.0684	0.4563	1.0684	1.0337
No log	2.825	226	1.0522	0.4688	1.0522	1.0257
No log	2.85	228	0.9980	0.4494	0.9980	0.9990
No log	2.875	230	0.9933	0.4657	0.9933	0.9967
No log	2.9	232	0.9966	0.4524	0.9966	0.9983
No log	2.925	234	1.0770	0.4450	1.0770	1.0378
No log	2.95	236	1.1978	0.4856	1.1978	1.0945
No log	2.975	238	1.1033	0.4816	1.1033	1.0504
No log	3.0	240	0.9304	0.4490	0.9304	0.9646
No log	3.025	242	0.9123	0.4519	0.9123	0.9552
No log	3.05	244	0.9133	0.4378	0.9133	0.9557
No log	3.075	246	0.9290	0.4770	0.9290	0.9639
No log	3.1	248	0.9400	0.4556	0.9400	0.9696
No log	3.125	250	1.0212	0.4355	1.0212	1.0105
No log	3.15	252	1.0382	0.4615	1.0382	1.0189
No log	3.175	254	0.9259	0.4381	0.9259	0.9622
No log	3.2	256	0.8959	0.4954	0.8959	0.9465
No log	3.225	258	0.8821	0.4909	0.8821	0.9392
No log	3.25	260	0.8895	0.5002	0.8895	0.9431
No log	3.275	262	0.9299	0.4707	0.9299	0.9643
No log	3.3	264	1.0366	0.4522	1.0366	1.0181
No log	3.325	266	1.0529	0.4483	1.0529	1.0261
No log	3.35	268	1.0339	0.4483	1.0339	1.0168
No log	3.375	270	0.9920	0.4496	0.9920	0.9960
No log	3.4	272	1.0240	0.4603	1.0240	1.0119
No log	3.425	274	1.1248	0.4674	1.1248	1.0606
No log	3.45	276	1.1127	0.4732	1.1127	1.0548
No log	3.475	278	1.0060	0.4792	1.0060	1.0030
No log	3.5	280	1.0334	0.4932	1.0334	1.0166
No log	3.525	282	1.1091	0.4846	1.1091	1.0531
No log	3.55	284	1.2394	0.4996	1.2394	1.1133
No log	3.575	286	1.1740	0.4723	1.1740	1.0835
No log	3.6	288	1.1154	0.4781	1.1154	1.0561
No log	3.625	290	1.0293	0.4954	1.0293	1.0145
No log	3.65	292	0.9619	0.4951	0.9619	0.9807
No log	3.675	294	0.9241	0.4951	0.9241	0.9613
No log	3.7	296	0.9513	0.4887	0.9513	0.9754
No log	3.725	298	1.0956	0.4894	1.0956	1.0467
No log	3.75	300	1.0860	0.4762	1.0860	1.0421
No log	3.775	302	0.9608	0.4898	0.9608	0.9802
No log	3.8	304	0.8986	0.4623	0.8986	0.9480
No log	3.825	306	0.8625	0.4823	0.8625	0.9287
No log	3.85	308	0.9262	0.4904	0.9262	0.9624
No log	3.875	310	1.0636	0.4720	1.0636	1.0313
No log	3.9	312	1.1512	0.4539	1.1512	1.0729
No log	3.925	314	1.0461	0.4403	1.0461	1.0228
No log	3.95	316	0.9410	0.4483	0.9410	0.9701
No log	3.975	318	0.9243	0.4483	0.9243	0.9614
No log	4.0	320	1.0494	0.4323	1.0494	1.0244
No log	4.025	322	1.1929	0.4409	1.1929	1.0922
No log	4.05	324	1.3467	0.4263	1.3467	1.1605
No log	4.075	326	1.2881	0.4364	1.2881	1.1350
No log	4.1	328	1.0580	0.4589	1.0580	1.0286
No log	4.125	330	0.8676	0.4684	0.8676	0.9314
No log	4.15	332	0.8240	0.5148	0.8240	0.9078
No log	4.175	334	0.8124	0.5443	0.8124	0.9013
No log	4.2	336	0.8047	0.5061	0.8047	0.8970
No log	4.225	338	0.8681	0.4372	0.8681	0.9317
No log	4.25	340	0.9712	0.4752	0.9712	0.9855
No log	4.275	342	1.1082	0.4709	1.1082	1.0527
No log	4.3	344	1.0929	0.4609	1.0929	1.0454
No log	4.325	346	0.9603	0.48	0.9603	0.9800
No log	4.35	348	0.8980	0.4790	0.8980	0.9477
No log	4.375	350	0.8757	0.5011	0.8757	0.9358
No log	4.4	352	0.9479	0.4864	0.9479	0.9736
No log	4.425	354	1.0713	0.4831	1.0713	1.0350
No log	4.45	356	1.1131	0.4821	1.1131	1.0550
No log	4.475	358	1.0315	0.4831	1.0315	1.0157
No log	4.5	360	0.9410	0.4906	0.9410	0.9701
No log	4.525	362	0.8672	0.4785	0.8672	0.9313
No log	4.55	364	0.8671	0.4775	0.8671	0.9312
No log	4.575	366	0.8764	0.4630	0.8764	0.9362
No log	4.6	368	0.8548	0.4760	0.8548	0.9245
No log	4.625	370	0.8156	0.4990	0.8156	0.9031
No log	4.65	372	0.7355	0.5840	0.7355	0.8576
No log	4.675	374	0.7222	0.5658	0.7222	0.8498
No log	4.7	376	0.7373	0.5745	0.7373	0.8587
No log	4.725	378	0.8410	0.4765	0.8410	0.9171
No log	4.75	380	0.8942	0.5051	0.8942	0.9456
No log	4.775	382	0.9309	0.5235	0.9309	0.9648
No log	4.8	384	0.8644	0.4995	0.8644	0.9297
No log	4.825	386	0.8339	0.5411	0.8339	0.9132
No log	4.85	388	0.8206	0.5599	0.8206	0.9059
No log	4.875	390	0.8036	0.5475	0.8036	0.8964
No log	4.9	392	0.8208	0.5562	0.8208	0.9060
No log	4.925	394	0.9014	0.4975	0.9014	0.9494
No log	4.95	396	1.0078	0.4815	1.0078	1.0039
No log	4.975	398	1.0565	0.4848	1.0565	1.0279
No log	5.0	400	1.0285	0.4873	1.0285	1.0141
No log	5.025	402	0.9910	0.4945	0.9910	0.9955
No log	5.05	404	0.9264	0.4926	0.9264	0.9625
No log	5.075	406	0.9635	0.4913	0.9635	0.9816
No log	5.1	408	1.0393	0.4855	1.0393	1.0195
No log	5.125	410	1.1538	0.4458	1.1538	1.0741
No log	5.15	412	1.1521	0.4458	1.1521	1.0734
No log	5.175	414	1.0291	0.4521	1.0291	1.0144
No log	5.2	416	0.8598	0.5228	0.8598	0.9273
No log	5.225	418	0.8016	0.5660	0.8016	0.8953
No log	5.25	420	0.7956	0.5673	0.7956	0.8920
No log	5.275	422	0.8219	0.5537	0.8219	0.9066
No log	5.3	424	0.8523	0.5039	0.8523	0.9232
No log	5.325	426	0.9320	0.4970	0.9320	0.9654
No log	5.35	428	0.9586	0.5013	0.9586	0.9791
No log	5.375	430	0.8942	0.4963	0.8942	0.9456
No log	5.4	432	0.8301	0.5015	0.8301	0.9111
No log	5.425	434	0.7964	0.5047	0.7964	0.8924
No log	5.45	436	0.7821	0.5079	0.7821	0.8844
No log	5.475	438	0.7726	0.5185	0.7726	0.8790
No log	5.5	440	0.7844	0.5042	0.7844	0.8857
No log	5.525	442	0.8862	0.4853	0.8862	0.9414
No log	5.55	444	0.9897	0.4898	0.9897	0.9949
No log	5.575	446	1.0040	0.4998	1.0040	1.0020
No log	5.6	448	0.9188	0.5052	0.9188	0.9585
No log	5.625	450	0.8194	0.4840	0.8194	0.9052
No log	5.65	452	0.7732	0.5283	0.7732	0.8793
No log	5.675	454	0.7734	0.5224	0.7734	0.8794
No log	5.7	456	0.8017	0.5172	0.8017	0.8954
No log	5.725	458	0.8720	0.4885	0.8720	0.9338
No log	5.75	460	0.9871	0.4968	0.9871	0.9935
No log	5.775	462	1.0832	0.4838	1.0832	1.0408
No log	5.8	464	1.0567	0.4843	1.0567	1.0280
No log	5.825	466	0.9170	0.4927	0.9170	0.9576
No log	5.85	468	0.7762	0.5094	0.7762	0.8810
No log	5.875	470	0.7220	0.5603	0.7220	0.8497
No log	5.9	472	0.7299	0.5331	0.7299	0.8544
No log	5.925	474	0.7622	0.5325	0.7622	0.8730
No log	5.95	476	0.8585	0.4823	0.8585	0.9266
No log	5.975	478	0.9477	0.4888	0.9477	0.9735
No log	6.0	480	0.9574	0.4876	0.9574	0.9785
No log	6.025	482	0.9050	0.4916	0.9050	0.9513
No log	6.05	484	0.8438	0.4900	0.8438	0.9186
No log	6.075	486	0.8138	0.5021	0.8138	0.9021
No log	6.1	488	0.8391	0.5187	0.8391	0.9160
No log	6.125	490	0.9040	0.5009	0.9040	0.9508
No log	6.15	492	0.9682	0.5080	0.9682	0.9840
No log	6.175	494	1.0038	0.5013	1.0038	1.0019
No log	6.2	496	0.9897	0.5013	0.9897	0.9948
No log	6.225	498	0.9355	0.4964	0.9355	0.9672
0.4435	6.25	500	0.8631	0.4975	0.8631	0.9290
0.4435	6.275	502	0.8059	0.5002	0.8059	0.8977
0.4435	6.3	504	0.7866	0.5094	0.7866	0.8869
0.4435	6.325	506	0.8380	0.4988	0.8380	0.9154
0.4435	6.35	508	0.8996	0.5083	0.8996	0.9485
0.4435	6.375	510	0.9724	0.4998	0.9724	0.9861
0.4435	6.4	512	1.0097	0.4894	1.0097	1.0048
0.4435	6.425	514	1.0291	0.4894	1.0291	1.0144
0.4435	6.45	516	1.0108	0.4902	1.0108	1.0054
0.4435	6.475	518	0.9407	0.4937	0.9407	0.9699
0.4435	6.5	520	0.9021	0.5	0.9021	0.9498
0.4435	6.525	522	0.9266	0.4961	0.9266	0.9626
0.4435	6.55	524	0.9393	0.4892	0.9393	0.9692
0.4435	6.575	526	0.9660	0.5121	0.9660	0.9828
0.4435	6.6	528	1.0124	0.4885	1.0124	1.0062
0.4435	6.625	530	1.0977	0.4331	1.0977	1.0477
0.4435	6.65	532	1.0649	0.4401	1.0649	1.0319
0.4435	6.675	534	0.9707	0.4898	0.9707	0.9852
0.4435	6.7	536	0.9005	0.5042	0.9005	0.9489
0.4435	6.725	538	0.8620	0.4922	0.8620	0.9284
0.4435	6.75	540	0.8017	0.4987	0.8017	0.8954
0.4435	6.775	542	0.8122	0.5162	0.8122	0.9012
0.4435	6.8	544	0.8785	0.4891	0.8785	0.9373
0.4435	6.825	546	0.9683	0.4821	0.9683	0.9840
0.4435	6.85	548	1.0067	0.4662	1.0067	1.0034
0.4435	6.875	550	1.0559	0.4662	1.0559	1.0276
0.4435	6.9	552	1.0552	0.4662	1.0552	1.0272
0.4435	6.925	554	1.0294	0.4762	1.0294	1.0146
0.4435	6.95	556	0.9439	0.4955	0.9439	0.9715
0.4435	6.975	558	0.8749	0.4815	0.8749	0.9353
0.4435	7.0	560	0.8498	0.4830	0.8498	0.9219
0.4435	7.025	562	0.8635	0.4807	0.8635	0.9293
0.4435	7.05	564	0.9207	0.4862	0.9207	0.9595
0.4435	7.075	566	0.9564	0.4841	0.9564	0.9780
0.4435	7.1	568	0.9320	0.4852	0.9320	0.9654
0.4435	7.125	570	0.8602	0.4902	0.8602	0.9275
0.4435	7.15	572	0.8152	0.4600	0.8152	0.9029
0.4435	7.175	574	0.7921	0.4757	0.7921	0.8900
0.4435	7.2	576	0.8087	0.4795	0.8087	0.8993
0.4435	7.225	578	0.8247	0.4841	0.8247	0.9081
0.4435	7.25	580	0.8867	0.4949	0.8866	0.9416
0.4435	7.275	582	0.9557	0.4711	0.9557	0.9776
0.4435	7.3	584	1.0440	0.4716	1.0440	1.0218
0.4435	7.325	586	1.0659	0.4618	1.0659	1.0324
0.4435	7.35	588	1.0454	0.4618	1.0454	1.0225
0.4435	7.375	590	0.9927	0.4737	0.9927	0.9964
0.4435	7.4	592	0.9017	0.4902	0.9017	0.9496
0.4435	7.425	594	0.8543	0.4713	0.8543	0.9243
0.4435	7.45	596	0.8203	0.4915	0.8203	0.9057
0.4435	7.475	598	0.7985	0.4997	0.7985	0.8936
0.4435	7.5	600	0.8017	0.4997	0.8017	0.8954
0.4435	7.525	602	0.8218	0.4902	0.8218	0.9065
0.4435	7.55	604	0.8851	0.4797	0.8851	0.9408
0.4435	7.575	606	0.9755	0.4500	0.9755	0.9877
0.4435	7.6	608	1.0647	0.4473	1.0647	1.0319
0.4435	7.625	610	1.0937	0.4526	1.0937	1.0458
0.4435	7.65	612	1.0602	0.4524	1.0602	1.0297
0.4435	7.675	614	1.0031	0.4659	1.0031	1.0015
0.4435	7.7	616	0.9177	0.4845	0.9177	0.9580
0.4435	7.725	618	0.8249	0.4840	0.8249	0.9082
0.4435	7.75	620	0.7692	0.4945	0.7692	0.8770
0.4435	7.775	622	0.7507	0.4945	0.7507	0.8664
0.4435	7.8	624	0.7657	0.4911	0.7657	0.8750
0.4435	7.825	626	0.8226	0.4815	0.8226	0.9070
0.4435	7.85	628	0.9163	0.5005	0.9163	0.9572
0.4435	7.875	630	0.9829	0.4707	0.9829	0.9914
0.4435	7.9	632	0.9899	0.4810	0.9899	0.9950
0.4435	7.925	634	0.9487	0.4965	0.9487	0.9740
0.4435	7.95	636	0.9063	0.4853	0.9063	0.9520
0.4435	7.975	638	0.8534	0.4803	0.8534	0.9238
0.4435	8.0	640	0.8097	0.4709	0.8097	0.8998
0.4435	8.025	642	0.7890	0.4716	0.7890	0.8883
0.4435	8.05	644	0.7949	0.4770	0.7949	0.8916
0.4435	8.075	646	0.8214	0.4754	0.8214	0.9063
0.4435	8.1	648	0.8520	0.4803	0.8520	0.9230
0.4435	8.125	650	0.8837	0.4803	0.8837	0.9400
0.4435	8.15	652	0.8926	0.4803	0.8926	0.9448
0.4435	8.175	654	0.8713	0.4803	0.8713	0.9334
0.4435	8.2	656	0.8495	0.4862	0.8495	0.9217
0.4435	8.225	658	0.8427	0.4923	0.8427	0.9180
0.4435	8.25	660	0.8361	0.4923	0.8361	0.9144
0.4435	8.275	662	0.8219	0.4816	0.8219	0.9066
0.4435	8.3	664	0.8094	0.4822	0.8094	0.8997
0.4435	8.325	666	0.7804	0.4764	0.7804	0.8834
0.4435	8.35	668	0.7567	0.4711	0.7567	0.8699
0.4435	8.375	670	0.7526	0.4911	0.7526	0.8675
0.4435	8.4	672	0.7659	0.4711	0.7659	0.8752
0.4435	8.425	674	0.7899	0.4711	0.7899	0.8888
0.4435	8.45	676	0.8139	0.4820	0.8139	0.9021
0.4435	8.475	678	0.8346	0.4874	0.8346	0.9136
0.4435	8.5	680	0.8559	0.4813	0.8559	0.9252
0.4435	8.525	682	0.8837	0.4755	0.8837	0.9401
0.4435	8.55	684	0.9125	0.4853	0.9125	0.9553
0.4435	8.575	686	0.9390	0.4853	0.9390	0.9690
0.4435	8.6	688	0.9456	0.4853	0.9456	0.9724
0.4435	8.625	690	0.9443	0.4853	0.9443	0.9717
0.4435	8.65	692	0.9393	0.4853	0.9393	0.9692
0.4435	8.675	694	0.9590	0.4993	0.9590	0.9793
0.4435	8.7	696	0.9771	0.4968	0.9771	0.9885
0.4435	8.725	698	0.9874	0.4961	0.9874	0.9937
0.4435	8.75	700	0.9734	0.4923	0.9734	0.9866
0.4435	8.775	702	0.9412	0.4923	0.9412	0.9701
0.4435	8.8	704	0.9000	0.5007	0.9000	0.9487
0.4435	8.825	706	0.8712	0.4862	0.8712	0.9334
0.4435	8.85	708	0.8581	0.4862	0.8581	0.9263
0.4435	8.875	710	0.8449	0.4813	0.8449	0.9192
0.4435	8.9	712	0.8447	0.4813	0.8447	0.9191
0.4435	8.925	714	0.8450	0.4813	0.8450	0.9193
0.4435	8.95	716	0.8534	0.4862	0.8534	0.9238
0.4435	8.975	718	0.8694	0.4959	0.8694	0.9324
0.4435	9.0	720	0.8793	0.5007	0.8793	0.9377
0.4435	9.025	722	0.8948	0.4871	0.8948	0.9460
0.4435	9.05	724	0.9049	0.4759	0.9049	0.9513
0.4435	9.075	726	0.9136	0.4759	0.9136	0.9558
0.4435	9.1	728	0.9061	0.4874	0.9061	0.9519
0.4435	9.125	730	0.9051	0.4986	0.9051	0.9514
0.4435	9.15	732	0.8974	0.4993	0.8974	0.9473
0.4435	9.175	734	0.8890	0.4853	0.8890	0.9429
0.4435	9.2	736	0.8901	0.4807	0.8901	0.9435
0.4435	9.225	738	0.8843	0.4807	0.8843	0.9404
0.4435	9.25	740	0.8717	0.4807	0.8717	0.9336
0.4435	9.275	742	0.8668	0.4765	0.8668	0.9310
0.4435	9.3	744	0.8690	0.4765	0.8690	0.9322
0.4435	9.325	746	0.8674	0.4765	0.8674	0.9313
0.4435	9.35	748	0.8721	0.4755	0.8721	0.9339
0.4435	9.375	750	0.8797	0.4807	0.8797	0.9379
0.4435	9.4	752	0.8809	0.4803	0.8809	0.9386
0.4435	9.425	754	0.8801	0.4803	0.8801	0.9381
0.4435	9.45	756	0.8794	0.4803	0.8794	0.9377
0.4435	9.475	758	0.8776	0.4803	0.8776	0.9368
0.4435	9.5	760	0.8806	0.4803	0.8806	0.9384
0.4435	9.525	762	0.8930	0.4960	0.8930	0.9450
0.4435	9.55	764	0.8991	0.5007	0.8991	0.9482
0.4435	9.575	766	0.8946	0.4960	0.8946	0.9459
0.4435	9.6	768	0.8909	0.4803	0.8909	0.9439
0.4435	9.625	770	0.8898	0.4803	0.8898	0.9433
0.4435	9.65	772	0.8882	0.4803	0.8882	0.9425
0.4435	9.675	774	0.8896	0.4803	0.8896	0.9432
0.4435	9.7	776	0.8873	0.4803	0.8873	0.9419
0.4435	9.725	778	0.8812	0.4803	0.8812	0.9387
0.4435	9.75	780	0.8777	0.4803	0.8777	0.9369
0.4435	9.775	782	0.8724	0.4803	0.8724	0.9340
0.4435	9.8	784	0.8673	0.4755	0.8673	0.9313
0.4435	9.825	786	0.8633	0.4755	0.8633	0.9291
0.4435	9.85	788	0.8583	0.4755	0.8583	0.9264
0.4435	9.875	790	0.8543	0.4755	0.8543	0.9243
0.4435	9.9	792	0.8509	0.4755	0.8509	0.9224
0.4435	9.925	794	0.8487	0.4755	0.8487	0.9213
0.4435	9.95	796	0.8479	0.4755	0.8479	0.9208
0.4435	9.975	798	0.8476	0.4755	0.8476	0.9206
0.4435	10.0	800	0.8477	0.4755	0.8477	0.9207

Framework versions

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