ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k16_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: 0.8055
• Qwk: 0.4795
• Mse: 0.8055
• Rmse: 0.8975

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	0.0220	2	3.9887	-0.0351	3.9887	1.9972
No log	0.0440	4	2.2172	0.0022	2.2172	1.4890
No log	0.0659	6	1.4952	-0.0510	1.4952	1.2228
No log	0.0879	8	0.9064	-0.1375	0.9064	0.9521
No log	0.1099	10	0.7246	0.1351	0.7246	0.8512
No log	0.1319	12	0.7326	0.1595	0.7326	0.8559
No log	0.1538	14	0.6739	0.2466	0.6739	0.8209
No log	0.1758	16	0.6811	0.2380	0.6811	0.8253
No log	0.1978	18	0.6566	0.1876	0.6566	0.8103
No log	0.2198	20	0.6167	0.2758	0.6167	0.7853
No log	0.2418	22	0.6351	0.3164	0.6351	0.7969
No log	0.2637	24	0.6830	0.2867	0.6830	0.8264
No log	0.2857	26	0.6443	0.3275	0.6443	0.8027
No log	0.3077	28	0.5637	0.4366	0.5637	0.7508
No log	0.3297	30	0.6060	0.3500	0.6060	0.7785
No log	0.3516	32	0.6494	0.4114	0.6494	0.8058
No log	0.3736	34	0.5477	0.4885	0.5477	0.7401
No log	0.3956	36	0.6189	0.4506	0.6189	0.7867
No log	0.4176	38	0.5669	0.5360	0.5669	0.7529
No log	0.4396	40	0.8260	0.4196	0.8260	0.9088
No log	0.4615	42	0.8195	0.4136	0.8195	0.9053
No log	0.4835	44	0.6554	0.5659	0.6554	0.8096
No log	0.5055	46	0.6609	0.5717	0.6609	0.8129
No log	0.5275	48	0.7292	0.5386	0.7292	0.8539
No log	0.5495	50	0.6785	0.5915	0.6785	0.8237
No log	0.5714	52	0.6725	0.5595	0.6725	0.8201
No log	0.5934	54	0.7924	0.5415	0.7924	0.8902
No log	0.6154	56	0.6733	0.5408	0.6733	0.8206
No log	0.6374	58	0.6997	0.5319	0.6997	0.8365
No log	0.6593	60	0.7166	0.5120	0.7166	0.8465
No log	0.6813	62	0.6880	0.5677	0.6880	0.8295
No log	0.7033	64	1.0788	0.4446	1.0788	1.0386
No log	0.7253	66	1.0952	0.4446	1.0952	1.0465
No log	0.7473	68	0.9387	0.5337	0.9387	0.9689
No log	0.7692	70	0.7319	0.5410	0.7319	0.8555
No log	0.7912	72	0.7466	0.5471	0.7466	0.8641
No log	0.8132	74	0.8969	0.4424	0.8969	0.9471
No log	0.8352	76	0.8405	0.4412	0.8405	0.9168
No log	0.8571	78	0.6951	0.5526	0.6951	0.8337
No log	0.8791	80	0.6986	0.5540	0.6986	0.8358
No log	0.9011	82	0.7326	0.5539	0.7326	0.8559
No log	0.9231	84	0.7595	0.5553	0.7595	0.8715
No log	0.9451	86	0.8683	0.4900	0.8683	0.9318
No log	0.9670	88	0.9381	0.4473	0.9381	0.9685
No log	0.9890	90	0.8675	0.5042	0.8675	0.9314
No log	1.0110	92	0.8961	0.5123	0.8961	0.9466
No log	1.0330	94	0.9598	0.5398	0.9598	0.9797
No log	1.0549	96	0.9619	0.5194	0.9619	0.9807
No log	1.0769	98	0.9490	0.4713	0.9490	0.9742
No log	1.0989	100	1.0322	0.4316	1.0322	1.0160
No log	1.1209	102	0.8666	0.5022	0.8666	0.9309
No log	1.1429	104	0.7440	0.5291	0.7440	0.8626
No log	1.1648	106	0.7187	0.5247	0.7187	0.8477
No log	1.1868	108	0.7285	0.5604	0.7285	0.8535
No log	1.2088	110	0.7205	0.5413	0.7205	0.8488
No log	1.2308	112	0.8073	0.5538	0.8073	0.8985
No log	1.2527	114	0.8940	0.5232	0.8940	0.9455
No log	1.2747	116	0.7890	0.5614	0.7890	0.8883
No log	1.2967	118	0.7887	0.5451	0.7887	0.8881
No log	1.3187	120	0.8489	0.5592	0.8489	0.9214
No log	1.3407	122	0.9471	0.5183	0.9471	0.9732
No log	1.3626	124	1.2174	0.5105	1.2174	1.1034
No log	1.3846	126	1.4660	0.4078	1.4660	1.2108
No log	1.4066	128	1.4062	0.4063	1.4062	1.1858
No log	1.4286	130	1.0068	0.5165	1.0068	1.0034
No log	1.4505	132	0.8763	0.5047	0.8763	0.9361
No log	1.4725	134	1.0348	0.4363	1.0348	1.0173
No log	1.4945	136	0.9703	0.4866	0.9703	0.9851
No log	1.5165	138	0.8157	0.5031	0.8157	0.9032
No log	1.5385	140	0.9055	0.5026	0.9055	0.9516
No log	1.5604	142	1.2181	0.4550	1.2181	1.1037
No log	1.5824	144	1.2619	0.4454	1.2619	1.1233
No log	1.6044	146	1.0425	0.5149	1.0425	1.0210
No log	1.6264	148	0.8539	0.4977	0.8539	0.9241
No log	1.6484	150	1.0104	0.4192	1.0104	1.0052
No log	1.6703	152	1.0817	0.3893	1.0817	1.0400
No log	1.6923	154	0.9869	0.5168	0.9869	0.9934
No log	1.7143	156	0.9671	0.5078	0.9671	0.9834
No log	1.7363	158	1.2280	0.4843	1.2280	1.1081
No log	1.7582	160	1.5097	0.4341	1.5097	1.2287
No log	1.7802	162	1.5751	0.3978	1.5751	1.2550
No log	1.8022	164	1.3372	0.4635	1.3372	1.1564
No log	1.8242	166	1.1027	0.4718	1.1027	1.0501
No log	1.8462	168	1.0447	0.4980	1.0447	1.0221
No log	1.8681	170	1.0567	0.4933	1.0567	1.0280
No log	1.8901	172	1.1089	0.5048	1.1089	1.0531
No log	1.9121	174	1.1109	0.4980	1.1109	1.0540
No log	1.9341	176	1.0832	0.4723	1.0832	1.0408
No log	1.9560	178	1.0345	0.4617	1.0345	1.0171
No log	1.9780	180	1.0581	0.4552	1.0581	1.0287
No log	2.0	182	1.0605	0.4835	1.0605	1.0298
No log	2.0220	184	0.8868	0.4521	0.8868	0.9417
No log	2.0440	186	0.7584	0.4163	0.7584	0.8709
No log	2.0659	188	0.7469	0.4887	0.7469	0.8642
No log	2.0879	190	0.7676	0.4257	0.7676	0.8761
No log	2.1099	192	1.0209	0.4513	1.0209	1.0104
No log	2.1319	194	1.2319	0.4451	1.2319	1.1099
No log	2.1538	196	1.2104	0.4575	1.2104	1.1002
No log	2.1758	198	1.0800	0.4615	1.0800	1.0393
No log	2.1978	200	1.0540	0.4812	1.0540	1.0266
No log	2.2198	202	1.1084	0.4876	1.1084	1.0528
No log	2.2418	204	1.1925	0.4973	1.1925	1.0920
No log	2.2637	206	1.1544	0.4988	1.1544	1.0745
No log	2.2857	208	1.0296	0.5013	1.0296	1.0147
No log	2.3077	210	0.8714	0.5014	0.8714	0.9335
No log	2.3297	212	0.8477	0.4707	0.8477	0.9207
No log	2.3516	214	0.9016	0.4998	0.9016	0.9495
No log	2.3736	216	0.9400	0.4861	0.9400	0.9695
No log	2.3956	218	0.8936	0.4665	0.8936	0.9453
No log	2.4176	220	0.8822	0.4690	0.8822	0.9392
No log	2.4396	222	0.9207	0.4934	0.9207	0.9595
No log	2.4615	224	0.9262	0.5050	0.9262	0.9624
No log	2.4835	226	0.8914	0.5158	0.8914	0.9442
No log	2.5055	228	0.8937	0.4964	0.8937	0.9454
No log	2.5275	230	0.8252	0.4881	0.8252	0.9084
No log	2.5495	232	0.8151	0.4567	0.8151	0.9028
No log	2.5714	234	0.7427	0.4636	0.7427	0.8618
No log	2.5934	236	0.7059	0.5247	0.7059	0.8402
No log	2.6154	238	0.7368	0.4932	0.7368	0.8583
No log	2.6374	240	0.8833	0.5077	0.8833	0.9399
No log	2.6593	242	1.0485	0.5160	1.0485	1.0240
No log	2.6813	244	1.0657	0.4830	1.0657	1.0323
No log	2.7033	246	1.0375	0.5203	1.0375	1.0186
No log	2.7253	248	1.1321	0.5195	1.1321	1.0640
No log	2.7473	250	1.2264	0.4914	1.2264	1.1074
No log	2.7692	252	1.4658	0.4593	1.4658	1.2107
No log	2.7912	254	1.3031	0.4821	1.3031	1.1415
No log	2.8132	256	1.1876	0.4868	1.1876	1.0898
No log	2.8352	258	1.0184	0.4794	1.0184	1.0091
No log	2.8571	260	0.9018	0.5416	0.9018	0.9497
No log	2.8791	262	0.7954	0.5142	0.7954	0.8919
No log	2.9011	264	0.7931	0.5069	0.7931	0.8906
No log	2.9231	266	0.8018	0.4891	0.8018	0.8954
No log	2.9451	268	0.8479	0.4791	0.8479	0.9208
No log	2.9670	270	0.8245	0.4789	0.8245	0.9080
No log	2.9890	272	0.8459	0.4784	0.8459	0.9197
No log	3.0110	274	0.8392	0.4758	0.8392	0.9161
No log	3.0330	276	0.8694	0.4703	0.8694	0.9324
No log	3.0549	278	0.8687	0.4933	0.8687	0.9320
No log	3.0769	280	0.8584	0.5150	0.8584	0.9265
No log	3.0989	282	0.8164	0.4882	0.8164	0.9036
No log	3.1209	284	0.8134	0.5114	0.8134	0.9019
No log	3.1429	286	0.9065	0.4450	0.9065	0.9521
No log	3.1648	288	0.8390	0.4599	0.8390	0.9160
No log	3.1868	290	0.7009	0.4655	0.7009	0.8372
No log	3.2088	292	0.7042	0.3607	0.7042	0.8391
No log	3.2308	294	0.7093	0.3836	0.7093	0.8422
No log	3.2527	296	0.7191	0.4685	0.7191	0.8480
No log	3.2747	298	0.8463	0.4761	0.8463	0.9200
No log	3.2967	300	0.8465	0.5	0.8465	0.9200
No log	3.3187	302	0.7375	0.4878	0.7375	0.8588
No log	3.3407	304	0.7112	0.4677	0.7112	0.8433
No log	3.3626	306	0.7276	0.4997	0.7276	0.8530
No log	3.3846	308	0.8047	0.4904	0.8047	0.8970
No log	3.4066	310	0.8669	0.5143	0.8669	0.9311
No log	3.4286	312	0.8308	0.5064	0.8308	0.9115
No log	3.4505	314	0.7913	0.4879	0.7913	0.8895
No log	3.4725	316	0.8148	0.5066	0.8148	0.9027
No log	3.4945	318	0.8297	0.4822	0.8297	0.9109
No log	3.5165	320	0.8725	0.4803	0.8725	0.9341
No log	3.5385	322	0.9383	0.4783	0.9383	0.9687
No log	3.5604	324	1.0025	0.4713	1.0025	1.0012
No log	3.5824	326	0.9768	0.4622	0.9768	0.9883
No log	3.6044	328	0.9068	0.4471	0.9068	0.9523
No log	3.6264	330	0.9072	0.4454	0.9072	0.9525
No log	3.6484	332	0.9687	0.4422	0.9687	0.9842
No log	3.6703	334	0.9744	0.4500	0.9744	0.9871
No log	3.6923	336	0.9235	0.4417	0.9235	0.9610
No log	3.7143	338	0.8160	0.4552	0.8160	0.9033
No log	3.7363	340	0.7636	0.5217	0.7636	0.8738
No log	3.7582	342	0.8102	0.4969	0.8102	0.9001
No log	3.7802	344	0.8195	0.4906	0.8195	0.9053
No log	3.8022	346	0.7988	0.4946	0.7988	0.8938
No log	3.8242	348	0.8261	0.4876	0.8261	0.9089
No log	3.8462	350	0.8700	0.4718	0.8700	0.9327
No log	3.8681	352	0.8570	0.4718	0.8570	0.9257
No log	3.8901	354	0.8905	0.4504	0.8905	0.9437
No log	3.9121	356	1.0324	0.4425	1.0324	1.0160
No log	3.9341	358	1.2517	0.4383	1.2517	1.1188
No log	3.9560	360	1.2883	0.4356	1.2883	1.1350
No log	3.9780	362	1.1274	0.4475	1.1274	1.0618
No log	4.0	364	1.0433	0.4438	1.0433	1.0214
No log	4.0220	366	0.9207	0.4775	0.9207	0.9595
No log	4.0440	368	0.9156	0.4494	0.9156	0.9569
No log	4.0659	370	0.9731	0.4312	0.9731	0.9865
No log	4.0879	372	0.9159	0.4390	0.9159	0.9570
No log	4.1099	374	0.8055	0.4979	0.8055	0.8975
No log	4.1319	376	0.7240	0.5383	0.7240	0.8509
No log	4.1538	378	0.7077	0.5482	0.7077	0.8413
No log	4.1758	380	0.7284	0.4989	0.7284	0.8534
No log	4.1978	382	0.7567	0.4901	0.7567	0.8699
No log	4.2198	384	0.8083	0.4808	0.8083	0.8990
No log	4.2418	386	0.7870	0.4947	0.7870	0.8871
No log	4.2637	388	0.7166	0.5185	0.7166	0.8465
No log	4.2857	390	0.6820	0.5552	0.6820	0.8258
No log	4.3077	392	0.7022	0.5035	0.7022	0.8380
No log	4.3297	394	0.7917	0.4764	0.7917	0.8898
No log	4.3516	396	0.9707	0.4390	0.9707	0.9853
No log	4.3736	398	1.0181	0.4443	1.0181	1.0090
No log	4.3956	400	1.0308	0.4222	1.0308	1.0153
No log	4.4176	402	1.0111	0.4205	1.0111	1.0055
No log	4.4396	404	0.9546	0.4544	0.9546	0.9770
No log	4.4615	406	0.9059	0.4532	0.9059	0.9518
No log	4.4835	408	0.8916	0.4655	0.8916	0.9442
No log	4.5055	410	0.9616	0.4532	0.9616	0.9806
No log	4.5275	412	1.0565	0.4493	1.0565	1.0279
No log	4.5495	414	1.1933	0.4236	1.1933	1.0924
No log	4.5714	416	1.1572	0.4544	1.1572	1.0757
No log	4.5934	418	1.0781	0.4517	1.0781	1.0383
No log	4.6154	420	0.9262	0.4792	0.9262	0.9624
No log	4.6374	422	0.8538	0.4755	0.8538	0.9240
No log	4.6593	424	0.8820	0.4604	0.8820	0.9392
No log	4.6813	426	0.9630	0.4737	0.9630	0.9813
No log	4.7033	428	1.0774	0.4606	1.0774	1.0380
No log	4.7253	430	1.1821	0.4567	1.1821	1.0873
No log	4.7473	432	1.1211	0.4572	1.1211	1.0588
No log	4.7692	434	0.9954	0.4531	0.9954	0.9977
No log	4.7912	436	0.9183	0.4633	0.9183	0.9583
No log	4.8132	438	0.8894	0.4369	0.8894	0.9431
No log	4.8352	440	0.8382	0.4378	0.8382	0.9155
No log	4.8571	442	0.7850	0.4596	0.7850	0.8860
No log	4.8791	444	0.7870	0.4581	0.7870	0.8871
No log	4.9011	446	0.8030	0.4293	0.8030	0.8961
No log	4.9231	448	0.8611	0.4034	0.8611	0.9279
No log	4.9451	450	0.9216	0.4337	0.9216	0.9600
No log	4.9670	452	0.9885	0.4039	0.9885	0.9942
No log	4.9890	454	0.9776	0.4087	0.9776	0.9887
No log	5.0110	456	0.9182	0.4125	0.9182	0.9582
No log	5.0330	458	0.8201	0.4547	0.8201	0.9056
No log	5.0549	460	0.8048	0.4543	0.8048	0.8971
No log	5.0769	462	0.8094	0.4831	0.8094	0.8996
No log	5.0989	464	0.8229	0.4903	0.8229	0.9071
No log	5.1209	466	0.7887	0.5030	0.7887	0.8881
No log	5.1429	468	0.7628	0.5129	0.7628	0.8734
No log	5.1648	470	0.7335	0.4824	0.7335	0.8565
No log	5.1868	472	0.7539	0.4373	0.7539	0.8683
No log	5.2088	474	0.7705	0.4189	0.7705	0.8778
No log	5.2308	476	0.7443	0.4271	0.7443	0.8627
No log	5.2527	478	0.7209	0.4517	0.7209	0.8491
No log	5.2747	480	0.7233	0.4438	0.7233	0.8505
No log	5.2967	482	0.7597	0.4558	0.7597	0.8716
No log	5.3187	484	0.8315	0.4530	0.8315	0.9118
No log	5.3407	486	0.8174	0.4616	0.8174	0.9041
No log	5.3626	488	0.7919	0.4294	0.7919	0.8899
No log	5.3846	490	0.7470	0.4608	0.7470	0.8643
No log	5.4066	492	0.7128	0.5766	0.7128	0.8443
No log	5.4286	494	0.6876	0.5769	0.6876	0.8292
No log	5.4505	496	0.6801	0.4812	0.6801	0.8247
No log	5.4725	498	0.7402	0.4350	0.7402	0.8604
0.4369	5.4945	500	0.8077	0.4595	0.8077	0.8987
0.4369	5.5165	502	0.8402	0.4633	0.8402	0.9166
0.4369	5.5385	504	0.8102	0.4423	0.8102	0.9001
0.4369	5.5604	506	0.7730	0.4809	0.7730	0.8792
0.4369	5.5824	508	0.7513	0.4927	0.7513	0.8668
0.4369	5.6044	510	0.7309	0.5112	0.7309	0.8549
0.4369	5.6264	512	0.7301	0.5003	0.7301	0.8545
0.4369	5.6484	514	0.7616	0.4917	0.7616	0.8727
0.4369	5.6703	516	0.8400	0.4307	0.8400	0.9165
0.4369	5.6923	518	0.9665	0.4604	0.9665	0.9831
0.4369	5.7143	520	1.1088	0.4447	1.1088	1.0530
0.4369	5.7363	522	1.1668	0.4398	1.1668	1.0802
0.4369	5.7582	524	1.1298	0.4468	1.1298	1.0629
0.4369	5.7802	526	1.1216	0.4578	1.1216	1.0591
0.4369	5.8022	528	1.0425	0.4453	1.0425	1.0210
0.4369	5.8242	530	0.9298	0.4532	0.9298	0.9643
0.4369	5.8462	532	0.8985	0.4495	0.8985	0.9479
0.4369	5.8681	534	0.9001	0.4735	0.9001	0.9487
0.4369	5.8901	536	0.9274	0.4207	0.9274	0.9630
0.4369	5.9121	538	0.9809	0.3971	0.9809	0.9904
0.4369	5.9341	540	1.0122	0.4089	1.0122	1.0061
0.4369	5.9560	542	0.9555	0.3878	0.9555	0.9775
0.4369	5.9780	544	0.8947	0.4524	0.8947	0.9459
0.4369	6.0	546	0.8876	0.4865	0.8876	0.9421
0.4369	6.0220	548	0.9077	0.4749	0.9077	0.9528
0.4369	6.0440	550	0.8809	0.4789	0.8809	0.9386
0.4369	6.0659	552	0.8366	0.4896	0.8366	0.9146
0.4369	6.0879	554	0.8347	0.4426	0.8347	0.9136
0.4369	6.1099	556	0.8378	0.4019	0.8378	0.9153
0.4369	6.1319	558	0.8324	0.4737	0.8324	0.9124
0.4369	6.1538	560	0.8481	0.4677	0.8481	0.9209
0.4369	6.1758	562	0.8653	0.4540	0.8653	0.9302
0.4369	6.1978	564	0.8669	0.4736	0.8669	0.9311
0.4369	6.2198	566	0.8471	0.4789	0.8471	0.9204
0.4369	6.2418	568	0.8254	0.4737	0.8254	0.9085
0.4369	6.2637	570	0.8109	0.4483	0.8109	0.9005
0.4369	6.2857	572	0.8075	0.4307	0.8075	0.8986
0.4369	6.3077	574	0.8059	0.4361	0.8059	0.8977
0.4369	6.3297	576	0.7923	0.4308	0.7923	0.8901
0.4369	6.3516	578	0.7717	0.4634	0.7717	0.8785
0.4369	6.3736	580	0.7703	0.4831	0.7703	0.8777
0.4369	6.3956	582	0.7791	0.4624	0.7791	0.8826
0.4369	6.4176	584	0.7946	0.4566	0.7946	0.8914
0.4369	6.4396	586	0.8265	0.4538	0.8265	0.9091
0.4369	6.4615	588	0.8400	0.5129	0.8400	0.9165
0.4369	6.4835	590	0.8430	0.5279	0.8430	0.9181
0.4369	6.5055	592	0.8605	0.4599	0.8605	0.9276
0.4369	6.5275	594	0.8985	0.4495	0.8985	0.9479
0.4369	6.5495	596	0.9176	0.4602	0.9176	0.9579
0.4369	6.5714	598	0.8944	0.4737	0.8944	0.9457
0.4369	6.5934	600	0.8469	0.4732	0.8469	0.9203
0.4369	6.6154	602	0.8124	0.5039	0.8124	0.9013
0.4369	6.6374	604	0.7817	0.5043	0.7817	0.8841
0.4369	6.6593	606	0.7687	0.5043	0.7687	0.8768
0.4369	6.6813	608	0.7591	0.5052	0.7591	0.8713
0.4369	6.7033	610	0.7551	0.5068	0.7551	0.8690
0.4369	6.7253	612	0.7555	0.5068	0.7556	0.8692
0.4369	6.7473	614	0.7864	0.5068	0.7864	0.8868
0.4369	6.7692	616	0.8149	0.5068	0.8149	0.9027
0.4369	6.7912	618	0.8452	0.5086	0.8452	0.9194
0.4369	6.8132	620	0.8543	0.5076	0.8543	0.9243
0.4369	6.8352	622	0.8603	0.5100	0.8603	0.9275
0.4369	6.8571	624	0.8627	0.5100	0.8627	0.9288
0.4369	6.8791	626	0.8603	0.5100	0.8603	0.9275
0.4369	6.9011	628	0.8569	0.5029	0.8569	0.9257
0.4369	6.9231	630	0.8548	0.5078	0.8548	0.9246
0.4369	6.9451	632	0.8524	0.4936	0.8524	0.9232
0.4369	6.9670	634	0.8649	0.4484	0.8649	0.9300
0.4369	6.9890	636	0.8799	0.4289	0.8799	0.9380
0.4369	7.0110	638	0.8886	0.4288	0.8886	0.9427
0.4369	7.0330	640	0.8779	0.4368	0.8779	0.9369
0.4369	7.0549	642	0.8627	0.5020	0.8627	0.9288
0.4369	7.0769	644	0.8697	0.4956	0.8697	0.9326
0.4369	7.0989	646	0.8889	0.4432	0.8889	0.9428
0.4369	7.1209	648	0.8998	0.4479	0.8998	0.9486
0.4369	7.1429	650	0.8884	0.4434	0.8884	0.9425
0.4369	7.1648	652	0.8603	0.4660	0.8603	0.9275
0.4369	7.1868	654	0.8421	0.4845	0.8421	0.9177
0.4369	7.2088	656	0.8412	0.4778	0.8412	0.9172
0.4369	7.2308	658	0.8434	0.4842	0.8434	0.9184
0.4369	7.2527	660	0.8264	0.4842	0.8264	0.9091
0.4369	7.2747	662	0.8293	0.4842	0.8293	0.9107
0.4369	7.2967	664	0.8279	0.4851	0.8279	0.9099
0.4369	7.3187	666	0.7971	0.4923	0.7971	0.8928
0.4369	7.3407	668	0.7643	0.4806	0.7643	0.8742
0.4369	7.3626	670	0.7346	0.4884	0.7346	0.8571
0.4369	7.3846	672	0.7330	0.4790	0.7330	0.8562
0.4369	7.4066	674	0.7593	0.4645	0.7593	0.8714
0.4369	7.4286	676	0.7778	0.4392	0.7778	0.8819
0.4369	7.4505	678	0.7742	0.4465	0.7742	0.8799
0.4369	7.4725	680	0.7985	0.4650	0.7985	0.8936
0.4369	7.4945	682	0.8167	0.4611	0.8167	0.9037
0.4369	7.5165	684	0.8325	0.4752	0.8325	0.9124
0.4369	7.5385	686	0.8292	0.4723	0.8292	0.9106
0.4369	7.5604	688	0.8263	0.4732	0.8263	0.9090
0.4369	7.5824	690	0.8232	0.4786	0.8232	0.9073
0.4369	7.6044	692	0.8157	0.4792	0.8157	0.9032
0.4369	7.6264	694	0.8162	0.4898	0.8162	0.9034
0.4369	7.6484	696	0.8084	0.5173	0.8084	0.8991
0.4369	7.6703	698	0.8095	0.4977	0.8095	0.8997
0.4369	7.6923	700	0.7976	0.4977	0.7976	0.8931
0.4369	7.7143	702	0.8025	0.4909	0.8025	0.8958
0.4369	7.7363	704	0.8060	0.4889	0.8060	0.8978
0.4369	7.7582	706	0.8335	0.4658	0.8335	0.9129
0.4369	7.7802	708	0.8708	0.5046	0.8708	0.9331
0.4369	7.8022	710	0.9258	0.4425	0.9258	0.9622
0.4369	7.8242	712	0.9323	0.4483	0.9323	0.9656
0.4369	7.8462	714	0.9053	0.4545	0.9053	0.9515
0.4369	7.8681	716	0.8624	0.4666	0.8624	0.9287
0.4369	7.8901	718	0.8259	0.4889	0.8259	0.9088
0.4369	7.9121	720	0.8110	0.5103	0.8110	0.9006
0.4369	7.9341	722	0.8131	0.4881	0.8131	0.9017
0.4369	7.9560	724	0.8237	0.4909	0.8237	0.9076
0.4369	7.9780	726	0.8264	0.4960	0.8264	0.9090
0.4369	8.0	728	0.8318	0.5015	0.8318	0.9120
0.4369	8.0220	730	0.8330	0.5	0.8330	0.9127
0.4369	8.0440	732	0.8239	0.5103	0.8239	0.9077
0.4369	8.0659	734	0.8171	0.5094	0.8171	0.9040
0.4369	8.0879	736	0.8118	0.4902	0.8118	0.9010
0.4369	8.1099	738	0.7941	0.4902	0.7941	0.8911
0.4369	8.1319	740	0.7873	0.4902	0.7873	0.8873
0.4369	8.1538	742	0.7725	0.4860	0.7725	0.8789
0.4369	8.1758	744	0.7587	0.5071	0.7587	0.8710
0.4369	8.1978	746	0.7561	0.5071	0.7561	0.8696
0.4369	8.2198	748	0.7519	0.5071	0.7519	0.8671
0.4369	8.2418	750	0.7550	0.4921	0.7550	0.8689
0.4369	8.2637	752	0.7546	0.4921	0.7546	0.8687
0.4369	8.2857	754	0.7671	0.4883	0.7671	0.8758
0.4369	8.3077	756	0.7778	0.4704	0.7778	0.8819
0.4369	8.3297	758	0.7900	0.4909	0.7900	0.8888
0.4369	8.3516	760	0.7934	0.4909	0.7934	0.8907
0.4369	8.3736	762	0.7896	0.5	0.7896	0.8886
0.4369	8.3956	764	0.7826	0.4905	0.7826	0.8847
0.4369	8.4176	766	0.7860	0.4987	0.7860	0.8866
0.4369	8.4396	768	0.7925	0.5039	0.7925	0.8902
0.4369	8.4615	770	0.8005	0.4905	0.8005	0.8947
0.4369	8.4835	772	0.8138	0.4992	0.8138	0.9021
0.4369	8.5055	774	0.8259	0.4985	0.8259	0.9088
0.4369	8.5275	776	0.8273	0.4992	0.8273	0.9095
0.4369	8.5495	778	0.8304	0.4977	0.8304	0.9113
0.4369	8.5714	780	0.8388	0.4732	0.8388	0.9158
0.4369	8.5934	782	0.8381	0.4732	0.8381	0.9155
0.4369	8.6154	784	0.8194	0.4977	0.8194	0.9052
0.4369	8.6374	786	0.7984	0.4992	0.7984	0.8936
0.4369	8.6593	788	0.7761	0.5077	0.7761	0.8809
0.4369	8.6813	790	0.7612	0.5367	0.7612	0.8725
0.4369	8.7033	792	0.7540	0.5466	0.7540	0.8683
0.4369	8.7253	794	0.7503	0.5552	0.7503	0.8662
0.4369	8.7473	796	0.7514	0.5609	0.7514	0.8669
0.4369	8.7692	798	0.7520	0.5579	0.7520	0.8672
0.4369	8.7912	800	0.7605	0.5149	0.7605	0.8720
0.4369	8.8132	802	0.7766	0.5070	0.7766	0.8812
0.4369	8.8352	804	0.7922	0.4992	0.7922	0.8901
0.4369	8.8571	806	0.8063	0.4909	0.8063	0.8979
0.4369	8.8791	808	0.8153	0.4653	0.8153	0.9029
0.4369	8.9011	810	0.8126	0.4704	0.8126	0.9014
0.4369	8.9231	812	0.8145	0.4819	0.8145	0.9025
0.4369	8.9451	814	0.8123	0.4688	0.8123	0.9013
0.4369	8.9670	816	0.8101	0.4704	0.8101	0.9000
0.4369	8.9890	818	0.8072	0.4653	0.8072	0.8985
0.4369	9.0110	820	0.8122	0.4653	0.8122	0.9012
0.4369	9.0330	822	0.8094	0.4789	0.8094	0.8997
0.4369	9.0549	824	0.8027	0.4992	0.8027	0.8959
0.4369	9.0769	826	0.8045	0.4984	0.8045	0.8969
0.4369	9.0989	828	0.8065	0.4984	0.8065	0.8981
0.4369	9.1209	830	0.8106	0.4984	0.8106	0.9003
0.4369	9.1429	832	0.8123	0.4984	0.8123	0.9013
0.4369	9.1648	834	0.8169	0.5096	0.8169	0.9038
0.4369	9.1868	836	0.8209	0.5096	0.8209	0.9060
0.4369	9.2088	838	0.8256	0.5087	0.8256	0.9086
0.4369	9.2308	840	0.8269	0.5087	0.8269	0.9093
0.4369	9.2527	842	0.8193	0.5096	0.8193	0.9051
0.4369	9.2747	844	0.8147	0.4984	0.8147	0.9026
0.4369	9.2967	846	0.8134	0.5087	0.8134	0.9019
0.4369	9.3187	848	0.8109	0.4902	0.8109	0.9005
0.4369	9.3407	850	0.8071	0.4835	0.8071	0.8984
0.4369	9.3626	852	0.7995	0.4721	0.7995	0.8941
0.4369	9.3846	854	0.7887	0.4726	0.7887	0.8881
0.4369	9.4066	856	0.7818	0.4795	0.7818	0.8842
0.4369	9.4286	858	0.7736	0.4795	0.7736	0.8795
0.4369	9.4505	860	0.7634	0.4801	0.7634	0.8737
0.4369	9.4725	862	0.7579	0.4992	0.7579	0.8706
0.4369	9.4945	864	0.7535	0.5062	0.7535	0.8681
0.4369	9.5165	866	0.7528	0.5071	0.7528	0.8677
0.4369	9.5385	868	0.7562	0.4992	0.7562	0.8696
0.4369	9.5604	870	0.7602	0.4992	0.7602	0.8719
0.4369	9.5824	872	0.7652	0.4992	0.7652	0.8748
0.4369	9.6044	874	0.7690	0.4992	0.7690	0.8769
0.4369	9.6264	876	0.7727	0.4992	0.7727	0.8791
0.4369	9.6484	878	0.7765	0.4984	0.7765	0.8812
0.4369	9.6703	880	0.7807	0.4984	0.7807	0.8836
0.4369	9.6923	882	0.7859	0.4984	0.7859	0.8865
0.4369	9.7143	884	0.7893	0.4795	0.7893	0.8884
0.4369	9.7363	886	0.7940	0.4795	0.7940	0.8911
0.4369	9.7582	888	0.7969	0.4795	0.7969	0.8927
0.4369	9.7802	890	0.7996	0.4795	0.7996	0.8942
0.4369	9.8022	892	0.8011	0.4795	0.8011	0.8950
0.4369	9.8242	894	0.8022	0.4795	0.8022	0.8957
0.4369	9.8462	896	0.8024	0.4984	0.8024	0.8958
0.4369	9.8681	898	0.8029	0.4984	0.8029	0.8960
0.4369	9.8901	900	0.8035	0.4795	0.8035	0.8964
0.4369	9.9121	902	0.8040	0.4795	0.8040	0.8967
0.4369	9.9341	904	0.8052	0.4795	0.8052	0.8973
0.4369	9.9560	906	0.8056	0.4795	0.8056	0.8975
0.4369	9.9780	908	0.8056	0.4795	0.8056	0.8975
0.4369	10.0	910	0.8055	0.4795	0.8055	0.8975

Framework versions

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