ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k20_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: 0.7364
• Qwk: 0.5096
• Mse: 0.7364
• Rmse: 0.8582

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	0.02	2	3.9655	-0.0062	3.9655	1.9914
No log	0.04	4	1.9346	0.0882	1.9346	1.3909
No log	0.06	6	1.1947	0.0874	1.1947	1.0930
No log	0.08	8	1.1592	0.0296	1.1592	1.0766
No log	0.1	10	0.8188	0.1503	0.8188	0.9049
No log	0.12	12	0.6905	0.2688	0.6905	0.8310
No log	0.14	14	0.6927	0.3018	0.6927	0.8323
No log	0.16	16	1.1120	0.1599	1.1120	1.0545
No log	0.18	18	1.7654	0.1726	1.7654	1.3287
No log	0.2	20	1.2868	0.1858	1.2868	1.1344
No log	0.22	22	0.6232	0.4100	0.6232	0.7894
No log	0.24	24	0.5792	0.3975	0.5792	0.7611
No log	0.26	26	0.5912	0.4308	0.5912	0.7689
No log	0.28	28	0.6667	0.3467	0.6667	0.8165
No log	0.3	30	0.7776	0.3621	0.7776	0.8818
No log	0.32	32	0.8285	0.2868	0.8285	0.9102
No log	0.34	34	0.7909	0.3961	0.7909	0.8893
No log	0.36	36	0.6671	0.4339	0.6671	0.8167
No log	0.38	38	0.6151	0.4765	0.6151	0.7843
No log	0.4	40	0.6081	0.4723	0.6081	0.7798
No log	0.42	42	0.6526	0.5013	0.6526	0.8078
No log	0.44	44	0.7779	0.4707	0.7779	0.8820
No log	0.46	46	0.8009	0.4527	0.8009	0.8949
No log	0.48	48	0.7808	0.4710	0.7808	0.8836
No log	0.5	50	0.8457	0.4735	0.8457	0.9196
No log	0.52	52	1.1430	0.3157	1.1430	1.0691
No log	0.54	54	1.0403	0.3290	1.0403	1.0200
No log	0.56	56	0.7087	0.4989	0.7087	0.8418
No log	0.58	58	0.5955	0.3827	0.5955	0.7717
No log	0.6	60	0.5822	0.4743	0.5822	0.7630
No log	0.62	62	0.6134	0.4082	0.6134	0.7832
No log	0.64	64	0.6980	0.4593	0.6980	0.8355
No log	0.66	66	0.8469	0.4484	0.8469	0.9203
No log	0.68	68	1.0308	0.3749	1.0308	1.0153
No log	0.7	70	0.8353	0.4627	0.8353	0.9140
No log	0.72	72	0.7258	0.4587	0.7258	0.8520
No log	0.74	74	0.6490	0.4946	0.6490	0.8056
No log	0.76	76	0.6427	0.4740	0.6427	0.8017
No log	0.78	78	0.7594	0.4374	0.7594	0.8714
No log	0.8	80	1.0634	0.3617	1.0634	1.0312
No log	0.82	82	1.2368	0.3070	1.2368	1.1121
No log	0.84	84	1.0724	0.3592	1.0724	1.0356
No log	0.86	86	0.9074	0.3827	0.9074	0.9526
No log	0.88	88	0.7260	0.4403	0.7260	0.8521
No log	0.9	90	0.6358	0.4476	0.6358	0.7974
No log	0.92	92	0.6284	0.4213	0.6284	0.7927
No log	0.94	94	0.6723	0.4140	0.6723	0.8199
No log	0.96	96	0.6740	0.4140	0.6740	0.8210
No log	0.98	98	0.6093	0.4073	0.6093	0.7806
No log	1.0	100	0.6024	0.4127	0.6024	0.7761
No log	1.02	102	0.6307	0.4318	0.6307	0.7942
No log	1.04	104	0.6183	0.4416	0.6183	0.7863
No log	1.06	106	0.6756	0.4907	0.6756	0.8220
No log	1.08	108	0.8380	0.4475	0.8380	0.9154
No log	1.1	110	0.8348	0.4283	0.8348	0.9137
No log	1.12	112	0.7103	0.4726	0.7103	0.8428
No log	1.1400	114	0.7074	0.4819	0.7074	0.8411
No log	1.16	116	0.7185	0.4838	0.7185	0.8476
No log	1.18	118	0.7372	0.4562	0.7372	0.8586
No log	1.2	120	0.6818	0.5084	0.6818	0.8257
No log	1.22	122	0.6799	0.4970	0.6799	0.8245
No log	1.24	124	0.7780	0.4890	0.7780	0.8820
No log	1.26	126	0.8974	0.4250	0.8974	0.9473
No log	1.28	128	0.8629	0.4180	0.8629	0.9289
No log	1.3	130	0.6931	0.5595	0.6931	0.8325
No log	1.32	132	0.6018	0.4750	0.6018	0.7757
No log	1.34	134	0.6066	0.5370	0.6066	0.7788
No log	1.3600	136	0.7149	0.4528	0.7149	0.8455
No log	1.38	138	0.8302	0.3392	0.8302	0.9111
No log	1.4	140	0.8608	0.2990	0.8608	0.9278
No log	1.42	142	0.6605	0.4859	0.6605	0.8127
No log	1.44	144	0.5700	0.5035	0.5700	0.7550
No log	1.46	146	0.6028	0.4968	0.6028	0.7764
No log	1.48	148	0.7851	0.4384	0.7851	0.8861
No log	1.5	150	1.2607	0.3838	1.2607	1.1228
No log	1.52	152	1.1825	0.4154	1.1825	1.0874
No log	1.54	154	0.8620	0.4686	0.8620	0.9284
No log	1.56	156	0.7429	0.4981	0.7429	0.8619
No log	1.58	158	0.7449	0.4958	0.7449	0.8631
No log	1.6	160	0.7944	0.5109	0.7944	0.8913
No log	1.62	162	0.7407	0.4761	0.7407	0.8606
No log	1.6400	164	0.7309	0.4682	0.7309	0.8549
No log	1.6600	166	0.7836	0.4808	0.7836	0.8852
No log	1.6800	168	0.9395	0.5008	0.9395	0.9693
No log	1.7	170	0.9629	0.4981	0.9629	0.9813
No log	1.72	172	0.9648	0.4981	0.9648	0.9823
No log	1.74	174	0.8802	0.4739	0.8802	0.9382
No log	1.76	176	0.7991	0.4642	0.7991	0.8939
No log	1.78	178	0.8080	0.4727	0.8080	0.8989
No log	1.8	180	0.9681	0.4727	0.9681	0.9839
No log	1.8200	182	1.1263	0.3938	1.1263	1.0613
No log	1.8400	184	1.0772	0.4232	1.0772	1.0379
No log	1.8600	186	0.8830	0.4117	0.8830	0.9397
No log	1.88	188	0.8205	0.4542	0.8205	0.9058
No log	1.9	190	0.8714	0.4559	0.8714	0.9335
No log	1.92	192	0.9267	0.4643	0.9267	0.9626
No log	1.94	194	0.8592	0.4104	0.8592	0.9269
No log	1.96	196	0.7957	0.4279	0.7957	0.8920
No log	1.98	198	0.7926	0.4224	0.7926	0.8903
No log	2.0	200	0.8680	0.3727	0.8680	0.9317
No log	2.02	202	0.9078	0.4241	0.9078	0.9528
No log	2.04	204	0.9926	0.4110	0.9926	0.9963
No log	2.06	206	0.9125	0.4062	0.9125	0.9552
No log	2.08	208	0.7169	0.4724	0.7169	0.8467
No log	2.1	210	0.6778	0.4930	0.6778	0.8233
No log	2.12	212	0.6547	0.4887	0.6547	0.8091
No log	2.14	214	0.6541	0.4874	0.6541	0.8088
No log	2.16	216	0.7019	0.4695	0.7019	0.8378
No log	2.18	218	0.7187	0.4876	0.7187	0.8477
No log	2.2	220	0.7418	0.4879	0.7418	0.8613
No log	2.22	222	0.7497	0.4700	0.7497	0.8658
No log	2.24	224	0.7752	0.4450	0.7752	0.8805
No log	2.26	226	0.7876	0.4753	0.7876	0.8874
No log	2.2800	228	0.7839	0.4982	0.7839	0.8854
No log	2.3	230	0.7903	0.5133	0.7903	0.8890
No log	2.32	232	0.7720	0.5133	0.7720	0.8787
No log	2.34	234	0.7546	0.5310	0.7546	0.8687
No log	2.36	236	0.7711	0.5357	0.7711	0.8781
No log	2.38	238	0.7769	0.5299	0.7769	0.8814
No log	2.4	240	0.7726	0.5322	0.7726	0.8790
No log	2.42	242	0.7781	0.5270	0.7781	0.8821
No log	2.44	244	0.7772	0.5345	0.7772	0.8816
No log	2.46	246	0.8099	0.5353	0.8099	0.9000
No log	2.48	248	0.9141	0.4744	0.9141	0.9561
No log	2.5	250	0.9177	0.4641	0.9177	0.9580
No log	2.52	252	0.8240	0.4885	0.8240	0.9077
No log	2.54	254	0.7897	0.5031	0.7897	0.8886
No log	2.56	256	0.7925	0.4931	0.7925	0.8902
No log	2.58	258	0.7807	0.5572	0.7807	0.8836
No log	2.6	260	0.7708	0.5195	0.7708	0.8780
No log	2.62	262	0.7247	0.494	0.7247	0.8513
No log	2.64	264	0.7138	0.5195	0.7138	0.8448
No log	2.66	266	0.6898	0.5124	0.6898	0.8305
No log	2.68	268	0.6806	0.5076	0.6806	0.8250
No log	2.7	270	0.7047	0.5613	0.7047	0.8395
No log	2.7200	272	0.7571	0.4851	0.7571	0.8701
No log	2.74	274	0.7257	0.5091	0.7257	0.8519
No log	2.76	276	0.7146	0.5258	0.7146	0.8453
No log	2.7800	278	0.7550	0.5208	0.7550	0.8689
No log	2.8	280	0.7771	0.5241	0.7771	0.8815
No log	2.82	282	0.7322	0.5271	0.7322	0.8557
No log	2.84	284	0.7719	0.4767	0.7719	0.8786
No log	2.86	286	0.8618	0.5043	0.8618	0.9283
No log	2.88	288	0.8378	0.5013	0.8378	0.9153
No log	2.9	290	0.7541	0.4611	0.7541	0.8684
No log	2.92	292	0.7426	0.5340	0.7426	0.8617
No log	2.94	294	0.7750	0.5251	0.7750	0.8803
No log	2.96	296	0.7528	0.5276	0.7528	0.8677
No log	2.98	298	0.7325	0.4767	0.7325	0.8559
No log	3.0	300	0.8016	0.4925	0.8016	0.8953
No log	3.02	302	0.9618	0.4200	0.9618	0.9807
No log	3.04	304	0.9492	0.4199	0.9492	0.9743
No log	3.06	306	0.7873	0.5123	0.7873	0.8873
No log	3.08	308	0.6859	0.5083	0.6859	0.8282
No log	3.1	310	0.6513	0.4175	0.6513	0.8070
No log	3.12	312	0.6623	0.4734	0.6623	0.8138
No log	3.14	314	0.6357	0.4461	0.6357	0.7973
No log	3.16	316	0.6214	0.4548	0.6214	0.7883
No log	3.18	318	0.6501	0.4977	0.6501	0.8063
No log	3.2	320	0.6920	0.5091	0.6920	0.8319
No log	3.22	322	0.7558	0.4892	0.7558	0.8694
No log	3.24	324	0.7961	0.4336	0.7961	0.8922
No log	3.26	326	0.8670	0.4976	0.8670	0.9311
No log	3.2800	328	0.8851	0.4952	0.8851	0.9408
No log	3.3	330	0.8467	0.4932	0.8467	0.9202
No log	3.32	332	0.8146	0.5076	0.8146	0.9025
No log	3.34	334	0.7854	0.5383	0.7854	0.8862
No log	3.36	336	0.7470	0.5264	0.7470	0.8643
No log	3.38	338	0.6896	0.4974	0.6896	0.8304
No log	3.4	340	0.6808	0.4934	0.6808	0.8251
No log	3.42	342	0.6939	0.5285	0.6939	0.8330
No log	3.44	344	0.7280	0.5117	0.7280	0.8532
No log	3.46	346	0.7827	0.5356	0.7827	0.8847
No log	3.48	348	0.8496	0.5344	0.8496	0.9218
No log	3.5	350	0.8389	0.5133	0.8389	0.9159
No log	3.52	352	0.8272	0.4992	0.8272	0.9095
No log	3.54	354	0.8058	0.4916	0.8058	0.8977
No log	3.56	356	0.7870	0.4819	0.7870	0.8871
No log	3.58	358	0.7767	0.5074	0.7767	0.8813
No log	3.6	360	0.7266	0.5206	0.7266	0.8524
No log	3.62	362	0.6587	0.4892	0.6587	0.8116
No log	3.64	364	0.6426	0.5313	0.6426	0.8016
No log	3.66	366	0.6493	0.5411	0.6493	0.8058
No log	3.68	368	0.6533	0.4588	0.6533	0.8083
No log	3.7	370	0.6973	0.4887	0.6973	0.8351
No log	3.7200	372	0.7188	0.5257	0.7188	0.8478
No log	3.74	374	0.6947	0.4951	0.6947	0.8335
No log	3.76	376	0.6770	0.5231	0.6770	0.8228
No log	3.7800	378	0.7242	0.5326	0.7242	0.8510
No log	3.8	380	0.7325	0.5222	0.7325	0.8559
No log	3.82	382	0.6891	0.5738	0.6891	0.8301
No log	3.84	384	0.6691	0.5011	0.6691	0.8180
No log	3.86	386	0.7565	0.5268	0.7565	0.8698
No log	3.88	388	0.8131	0.5296	0.8131	0.9017
No log	3.9	390	0.7959	0.5268	0.7959	0.8921
No log	3.92	392	0.7434	0.4512	0.7434	0.8622
No log	3.94	394	0.7731	0.5170	0.7731	0.8793
No log	3.96	396	0.7989	0.4742	0.7989	0.8938
No log	3.98	398	0.7679	0.4612	0.7679	0.8763
No log	4.0	400	0.7419	0.4336	0.7419	0.8613
No log	4.02	402	0.7301	0.4390	0.7301	0.8545
No log	4.04	404	0.7170	0.4465	0.7170	0.8467
No log	4.06	406	0.7341	0.4411	0.7341	0.8568
No log	4.08	408	0.7365	0.4591	0.7365	0.8582
No log	4.1	410	0.7380	0.4591	0.7380	0.8591
No log	4.12	412	0.7364	0.4587	0.7364	0.8581
No log	4.14	414	0.7398	0.4613	0.7398	0.8601
No log	4.16	416	0.7678	0.4739	0.7678	0.8762
No log	4.18	418	0.7810	0.4704	0.7810	0.8837
No log	4.2	420	0.7452	0.4747	0.7452	0.8633
No log	4.22	422	0.7134	0.4656	0.7134	0.8446
No log	4.24	424	0.6927	0.4656	0.6927	0.8323
No log	4.26	426	0.6745	0.4534	0.6745	0.8213
No log	4.28	428	0.6680	0.4128	0.6680	0.8173
No log	4.3	430	0.6492	0.4334	0.6492	0.8057
No log	4.32	432	0.6057	0.4401	0.6057	0.7783
No log	4.34	434	0.6040	0.4401	0.6040	0.7772
No log	4.36	436	0.6118	0.4756	0.6118	0.7821
No log	4.38	438	0.6364	0.4835	0.6364	0.7977
No log	4.4	440	0.6673	0.4907	0.6673	0.8169
No log	4.42	442	0.6933	0.4671	0.6933	0.8326
No log	4.44	444	0.7450	0.4981	0.7450	0.8631
No log	4.46	446	0.8155	0.5216	0.8155	0.9030
No log	4.48	448	0.8421	0.5196	0.8421	0.9177
No log	4.5	450	0.8186	0.5216	0.8186	0.9047
No log	4.52	452	0.7612	0.4945	0.7612	0.8725
No log	4.54	454	0.7356	0.4823	0.7356	0.8577
No log	4.5600	456	0.7160	0.4727	0.7160	0.8461
No log	4.58	458	0.6988	0.4738	0.6988	0.8359
No log	4.6	460	0.6878	0.5008	0.6878	0.8293
No log	4.62	462	0.6748	0.4983	0.6748	0.8215
No log	4.64	464	0.6621	0.5030	0.6621	0.8137
No log	4.66	466	0.6570	0.5260	0.6570	0.8106
No log	4.68	468	0.6517	0.5447	0.6517	0.8073
No log	4.7	470	0.6887	0.4890	0.6887	0.8299
No log	4.72	472	0.7349	0.5050	0.7349	0.8572
No log	4.74	474	0.7394	0.5050	0.7394	0.8599
No log	4.76	476	0.7372	0.5244	0.7372	0.8586
No log	4.78	478	0.7280	0.4817	0.7280	0.8532
No log	4.8	480	0.7368	0.4770	0.7368	0.8584
No log	4.82	482	0.7479	0.4722	0.7479	0.8648
No log	4.84	484	0.7565	0.4722	0.7565	0.8698
No log	4.86	486	0.7562	0.4717	0.7562	0.8696
No log	4.88	488	0.7737	0.4661	0.7737	0.8796
No log	4.9	490	0.7599	0.4762	0.7599	0.8717
No log	4.92	492	0.7136	0.4670	0.7136	0.8447
No log	4.9400	494	0.6761	0.4905	0.6761	0.8222
No log	4.96	496	0.6873	0.5350	0.6873	0.8290
No log	4.98	498	0.7090	0.5095	0.7090	0.8420
0.488	5.0	500	0.7334	0.4650	0.7334	0.8564
0.488	5.02	502	0.7448	0.4686	0.7448	0.8630
0.488	5.04	504	0.7692	0.4810	0.7692	0.8771
0.488	5.06	506	0.7737	0.4931	0.7737	0.8796
0.488	5.08	508	0.7475	0.5109	0.7475	0.8646
0.488	5.1	510	0.7353	0.5042	0.7353	0.8575
0.488	5.12	512	0.7175	0.5042	0.7175	0.8471
0.488	5.14	514	0.6941	0.5260	0.6941	0.8331
0.488	5.16	516	0.6914	0.5027	0.6914	0.8315
0.488	5.18	518	0.7204	0.4961	0.7204	0.8488
0.488	5.2	520	0.7739	0.4889	0.7739	0.8797
0.488	5.22	522	0.7710	0.4959	0.7710	0.8781
0.488	5.24	524	0.7447	0.4915	0.7447	0.8630
0.488	5.26	526	0.7308	0.4901	0.7308	0.8549
0.488	5.28	528	0.7249	0.4951	0.7249	0.8514
0.488	5.3	530	0.7515	0.5221	0.7515	0.8669
0.488	5.32	532	0.7608	0.5221	0.7608	0.8722
0.488	5.34	534	0.7558	0.5168	0.7558	0.8694
0.488	5.36	536	0.7542	0.5168	0.7542	0.8684
0.488	5.38	538	0.7274	0.5214	0.7274	0.8529
0.488	5.4	540	0.6925	0.5095	0.6925	0.8321
0.488	5.42	542	0.6638	0.4954	0.6638	0.8147
0.488	5.44	544	0.6439	0.5174	0.6439	0.8024
0.488	5.46	546	0.6518	0.5351	0.6518	0.8074
0.488	5.48	548	0.6809	0.5241	0.6809	0.8252
0.488	5.5	550	0.7428	0.5075	0.7428	0.8618
0.488	5.52	552	0.7809	0.4994	0.7809	0.8837
0.488	5.54	554	0.7791	0.4973	0.7791	0.8827
0.488	5.5600	556	0.7611	0.5013	0.7611	0.8724
0.488	5.58	558	0.7326	0.5242	0.7326	0.8559
0.488	5.6	560	0.7175	0.5242	0.7175	0.8471
0.488	5.62	562	0.7286	0.5355	0.7286	0.8536
0.488	5.64	564	0.7372	0.5099	0.7372	0.8586
0.488	5.66	566	0.7625	0.5011	0.7625	0.8732
0.488	5.68	568	0.7600	0.4939	0.7600	0.8718
0.488	5.7	570	0.7261	0.5036	0.7261	0.8521
0.488	5.72	572	0.7167	0.5076	0.7167	0.8466
0.488	5.74	574	0.7343	0.5067	0.7343	0.8569
0.488	5.76	576	0.7257	0.5083	0.7257	0.8519
0.488	5.78	578	0.6973	0.5367	0.6973	0.8351
0.488	5.8	580	0.6926	0.5563	0.6926	0.8322
0.488	5.82	582	0.7106	0.5162	0.7106	0.8430
0.488	5.84	584	0.7341	0.5143	0.7341	0.8568
0.488	5.86	586	0.7477	0.5143	0.7477	0.8647
0.488	5.88	588	0.7479	0.5108	0.7479	0.8648
0.488	5.9	590	0.7488	0.5247	0.7488	0.8653
0.488	5.92	592	0.7594	0.5162	0.7594	0.8714
0.488	5.9400	594	0.7736	0.5103	0.7736	0.8796
0.488	5.96	596	0.7850	0.4926	0.7850	0.8860
0.488	5.98	598	0.7889	0.4917	0.7889	0.8882
0.488	6.0	600	0.7985	0.4784	0.7985	0.8936
0.488	6.02	602	0.7906	0.4925	0.7906	0.8892
0.488	6.04	604	0.7424	0.5244	0.7424	0.8616
0.488	6.06	606	0.7005	0.5349	0.7005	0.8369
0.488	6.08	608	0.6741	0.5492	0.6741	0.8210
0.488	6.1	610	0.6723	0.5231	0.6723	0.8199
0.488	6.12	612	0.6728	0.5430	0.6728	0.8202
0.488	6.14	614	0.6829	0.5791	0.6829	0.8264
0.488	6.16	616	0.6881	0.5504	0.6881	0.8295
0.488	6.18	618	0.7078	0.5195	0.7078	0.8413
0.488	6.2	620	0.7201	0.5195	0.7201	0.8486
0.488	6.22	622	0.7051	0.5277	0.7051	0.8397
0.488	6.24	624	0.7054	0.5519	0.7054	0.8399
0.488	6.26	626	0.6891	0.5286	0.6891	0.8301
0.488	6.28	628	0.6777	0.5403	0.6777	0.8233
0.488	6.3	630	0.6696	0.5626	0.6696	0.8183
0.488	6.32	632	0.6896	0.5620	0.6896	0.8304
0.488	6.34	634	0.7717	0.4934	0.7717	0.8785
0.488	6.36	636	0.8777	0.4746	0.8777	0.9369
0.488	6.38	638	0.8929	0.4653	0.8929	0.9450
0.488	6.4	640	0.8386	0.4865	0.8386	0.9158
0.488	6.42	642	0.7726	0.4790	0.7726	0.8790
0.488	6.44	644	0.7315	0.5157	0.7315	0.8553
0.488	6.46	646	0.6984	0.5476	0.6984	0.8357
0.488	6.48	648	0.6787	0.5189	0.6787	0.8238
0.488	6.5	650	0.6774	0.5480	0.6774	0.8230
0.488	6.52	652	0.6845	0.5267	0.6845	0.8273
0.488	6.54	654	0.7066	0.5705	0.7066	0.8406
0.488	6.5600	656	0.7572	0.4965	0.7572	0.8702
0.488	6.58	658	0.7826	0.4965	0.7826	0.8847
0.488	6.6	660	0.7853	0.4957	0.7853	0.8861
0.488	6.62	662	0.7622	0.5035	0.7622	0.8730
0.488	6.64	664	0.7203	0.5216	0.7203	0.8487
0.488	6.66	666	0.6878	0.5606	0.6878	0.8293
0.488	6.68	668	0.6604	0.5479	0.6604	0.8126
0.488	6.7	670	0.6473	0.5507	0.6473	0.8045
0.488	6.72	672	0.6545	0.5724	0.6545	0.8090
0.488	6.74	674	0.6902	0.5173	0.6902	0.8308
0.488	6.76	676	0.7546	0.5003	0.7546	0.8687
0.488	6.78	678	0.7941	0.4987	0.7941	0.8911
0.488	6.8	680	0.8271	0.4971	0.8271	0.9095
0.488	6.82	682	0.8413	0.4964	0.8413	0.9172
0.488	6.84	684	0.8062	0.4987	0.8062	0.8979
0.488	6.86	686	0.7706	0.5027	0.7706	0.8779
0.488	6.88	688	0.7294	0.5137	0.7294	0.8541
0.488	6.9	690	0.6977	0.5618	0.6977	0.8353
0.488	6.92	692	0.6781	0.5895	0.6781	0.8235
0.488	6.9400	694	0.6757	0.5475	0.6757	0.8220
0.488	6.96	696	0.6974	0.5027	0.6974	0.8351
0.488	6.98	698	0.7399	0.5003	0.7399	0.8602
0.488	7.0	700	0.7759	0.5024	0.7759	0.8809
0.488	7.02	702	0.7831	0.4971	0.7831	0.8849
0.488	7.04	704	0.7612	0.4939	0.7612	0.8725
0.488	7.06	706	0.7197	0.5027	0.7197	0.8484
0.488	7.08	708	0.7035	0.5014	0.7035	0.8388
0.488	7.1	710	0.6895	0.5534	0.6895	0.8304
0.488	7.12	712	0.6784	0.5377	0.6784	0.8236
0.488	7.14	714	0.6819	0.5465	0.6819	0.8258
0.488	7.16	716	0.6950	0.5392	0.6950	0.8336
0.488	7.18	718	0.7148	0.5465	0.7148	0.8455
0.488	7.2	720	0.7349	0.4900	0.7349	0.8573
0.488	7.22	722	0.7501	0.4723	0.7501	0.8661
0.488	7.24	724	0.7753	0.4718	0.7753	0.8805
0.488	7.26	726	0.8169	0.4765	0.8169	0.9038
0.488	7.28	728	0.8233	0.4945	0.8233	0.9073
0.488	7.3	730	0.7882	0.4908	0.7882	0.8878
0.488	7.32	732	0.7380	0.5193	0.7380	0.8591
0.488	7.34	734	0.6988	0.5050	0.6988	0.8359
0.488	7.36	736	0.6735	0.5286	0.6735	0.8207
0.488	7.38	738	0.6611	0.5448	0.6611	0.8131
0.488	7.4	740	0.6606	0.5211	0.6606	0.8128
0.488	7.42	742	0.6796	0.5140	0.6796	0.8244
0.488	7.44	744	0.7164	0.4926	0.7164	0.8464
0.488	7.46	746	0.7377	0.5019	0.7377	0.8589
0.488	7.48	748	0.7485	0.5003	0.7485	0.8652
0.488	7.5	750	0.7395	0.5019	0.7395	0.8599
0.488	7.52	752	0.7105	0.5014	0.7105	0.8429
0.488	7.54	754	0.6908	0.5280	0.6908	0.8311
0.488	7.5600	756	0.6813	0.5364	0.6813	0.8254
0.488	7.58	758	0.6781	0.5352	0.6781	0.8235
0.488	7.6	760	0.6838	0.5352	0.6838	0.8269
0.488	7.62	762	0.6934	0.5258	0.6934	0.8327
0.488	7.64	764	0.7053	0.5358	0.7053	0.8399
0.488	7.66	766	0.7065	0.5358	0.7065	0.8406
0.488	7.68	768	0.7168	0.5358	0.7168	0.8467
0.488	7.7	770	0.7197	0.5358	0.7197	0.8484
0.488	7.72	772	0.7144	0.5383	0.7144	0.8452
0.488	7.74	774	0.7086	0.5169	0.7086	0.8418
0.488	7.76	776	0.7063	0.4995	0.7063	0.8404
0.488	7.78	778	0.7034	0.5222	0.7034	0.8387
0.488	7.8	780	0.6975	0.5294	0.6975	0.8352
0.488	7.82	782	0.6909	0.5294	0.6909	0.8312
0.488	7.84	784	0.6919	0.5294	0.6919	0.8318
0.488	7.86	786	0.7039	0.5003	0.7039	0.8390
0.488	7.88	788	0.7314	0.5241	0.7314	0.8552
0.488	7.9	790	0.7538	0.5253	0.7538	0.8682
0.488	7.92	792	0.7675	0.4654	0.7675	0.8761
0.488	7.9400	794	0.7590	0.4867	0.7590	0.8712
0.488	7.96	796	0.7488	0.5164	0.7488	0.8653
0.488	7.98	798	0.7466	0.5039	0.7466	0.8641
0.488	8.0	800	0.7422	0.4995	0.7422	0.8615
0.488	8.02	802	0.7363	0.5265	0.7363	0.8581
0.488	8.04	804	0.7314	0.5334	0.7314	0.8552
0.488	8.06	806	0.7303	0.5206	0.7303	0.8546
0.488	8.08	808	0.7309	0.4995	0.7309	0.8549
0.488	8.1	810	0.7371	0.5305	0.7371	0.8586
0.488	8.12	812	0.7486	0.4925	0.7486	0.8652
0.488	8.14	814	0.7664	0.4666	0.7664	0.8754
0.488	8.16	816	0.7831	0.5003	0.7831	0.8849
0.488	8.18	818	0.7912	0.4995	0.7912	0.8895
0.488	8.2	820	0.7883	0.4995	0.7883	0.8879
0.488	8.22	822	0.7824	0.4987	0.7824	0.8846
0.488	8.24	824	0.7703	0.4987	0.7703	0.8777
0.488	8.26	826	0.7523	0.4950	0.7523	0.8673
0.488	8.28	828	0.7298	0.4965	0.7298	0.8543
0.488	8.3	830	0.7074	0.5146	0.7074	0.8411
0.488	8.32	832	0.7011	0.5156	0.7011	0.8373
0.488	8.34	834	0.6954	0.5420	0.6954	0.8339
0.488	8.36	836	0.6987	0.5420	0.6987	0.8359
0.488	8.38	838	0.7106	0.5156	0.7106	0.8430
0.488	8.4	840	0.7300	0.4944	0.7300	0.8544
0.488	8.42	842	0.7499	0.4718	0.7499	0.8660
0.488	8.44	844	0.7618	0.4718	0.7618	0.8728
0.488	8.46	846	0.7677	0.4718	0.7677	0.8762
0.488	8.48	848	0.7669	0.4848	0.7669	0.8757
0.488	8.5	850	0.7536	0.4803	0.7536	0.8681
0.488	8.52	852	0.7302	0.4968	0.7302	0.8545
0.488	8.54	854	0.7068	0.5421	0.7068	0.8407
0.488	8.56	856	0.6902	0.5189	0.6902	0.8308
0.488	8.58	858	0.6793	0.5085	0.6793	0.8242
0.488	8.6	860	0.6727	0.5078	0.6727	0.8202
0.488	8.62	862	0.6703	0.5085	0.6703	0.8187
0.488	8.64	864	0.6721	0.5206	0.6721	0.8198
0.488	8.66	866	0.6732	0.5316	0.6732	0.8205
0.488	8.68	868	0.6762	0.5316	0.6762	0.8223
0.488	8.7	870	0.6831	0.5241	0.6831	0.8265
0.488	8.72	872	0.6988	0.4945	0.6988	0.8360
0.488	8.74	874	0.7119	0.4992	0.7119	0.8438
0.488	8.76	876	0.7187	0.4992	0.7187	0.8478
0.488	8.78	878	0.7260	0.4938	0.7260	0.8521
0.488	8.8	880	0.7274	0.4938	0.7274	0.8529
0.488	8.82	882	0.7297	0.4850	0.7297	0.8542
0.488	8.84	884	0.7358	0.4926	0.7358	0.8578
0.488	8.86	886	0.7349	0.4926	0.7349	0.8573
0.488	8.88	888	0.7224	0.4942	0.7224	0.8499
0.488	8.9	890	0.7069	0.4839	0.7069	0.8408
0.488	8.92	892	0.6891	0.5361	0.6891	0.8301
0.488	8.94	894	0.6768	0.5316	0.6768	0.8227
0.488	8.96	896	0.6696	0.5206	0.6696	0.8183
0.488	8.98	898	0.6672	0.5206	0.6672	0.8168
0.488	9.0	900	0.6702	0.5328	0.6702	0.8187
0.488	9.02	902	0.6738	0.5316	0.6738	0.8209
0.488	9.04	904	0.6840	0.5283	0.6840	0.8270
0.488	9.06	906	0.6900	0.5187	0.6900	0.8307
0.488	9.08	908	0.6947	0.5113	0.6947	0.8335
0.488	9.1	910	0.7049	0.4942	0.7049	0.8396
0.488	9.12	912	0.7165	0.5051	0.7165	0.8464
0.488	9.14	914	0.7238	0.5043	0.7238	0.8508
0.488	9.16	916	0.7295	0.4973	0.7295	0.8541
0.488	9.18	918	0.7349	0.4957	0.7349	0.8573
0.488	9.2	920	0.7317	0.5027	0.7317	0.8554
0.488	9.22	922	0.7216	0.5114	0.7216	0.8495
0.488	9.24	924	0.7142	0.5251	0.7142	0.8451
0.488	9.26	926	0.7108	0.5262	0.7108	0.8431
0.488	9.28	928	0.7120	0.5262	0.7120	0.8438
0.488	9.3	930	0.7101	0.5262	0.7101	0.8427
0.488	9.32	932	0.7121	0.5262	0.7121	0.8439
0.488	9.34	934	0.7184	0.5251	0.7184	0.8476
0.488	9.36	936	0.7216	0.5175	0.7216	0.8495
0.488	9.38	938	0.7231	0.5043	0.7231	0.8504
0.488	9.4	940	0.7224	0.5043	0.7224	0.8500
0.488	9.42	942	0.7238	0.5043	0.7238	0.8508
0.488	9.44	944	0.7255	0.5114	0.7255	0.8517
0.488	9.46	946	0.7236	0.5169	0.7236	0.8506
0.488	9.48	948	0.7234	0.5169	0.7234	0.8506
0.488	9.5	950	0.7265	0.5027	0.7265	0.8524
0.488	9.52	952	0.7285	0.5027	0.7285	0.8535
0.488	9.54	954	0.7322	0.4950	0.7322	0.8557
0.488	9.56	956	0.7302	0.5027	0.7302	0.8545
0.488	9.58	958	0.7287	0.5027	0.7287	0.8537
0.488	9.6	960	0.7260	0.5114	0.7260	0.8521
0.488	9.62	962	0.7250	0.5114	0.7250	0.8515
0.488	9.64	964	0.7252	0.5114	0.7252	0.8516
0.488	9.66	966	0.7252	0.5114	0.7252	0.8516
0.488	9.68	968	0.7250	0.5114	0.7250	0.8514
0.488	9.7	970	0.7242	0.5114	0.7242	0.8510
0.488	9.72	972	0.7240	0.5114	0.7240	0.8509
0.488	9.74	974	0.7237	0.5114	0.7237	0.8507
0.488	9.76	976	0.7250	0.5043	0.7250	0.8515
0.488	9.78	978	0.7266	0.5043	0.7266	0.8524
0.488	9.8	980	0.7291	0.5043	0.7291	0.8539
0.488	9.82	982	0.7317	0.5043	0.7317	0.8554
0.488	9.84	984	0.7337	0.5043	0.7337	0.8565
0.488	9.86	986	0.7345	0.5043	0.7345	0.8570
0.488	9.88	988	0.7351	0.5096	0.7351	0.8574
0.488	9.9	990	0.7354	0.5096	0.7354	0.8575
0.488	9.92	992	0.7363	0.5096	0.7363	0.8581
0.488	9.94	994	0.7366	0.5096	0.7366	0.8583
0.488	9.96	996	0.7366	0.5096	0.7366	0.8583
0.488	9.98	998	0.7364	0.5096	0.7364	0.8582
0.0781	10.0	1000	0.7364	0.5096	0.7364	0.8582

Framework versions

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