ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task7_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: 1.0754
• Qwk: 0.0462
• Mse: 1.0754
• Rmse: 1.0370

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.05	2	2.7815	-0.0481	2.7815	1.6678
No log	0.1	4	1.7927	0.0061	1.7927	1.3389
No log	0.15	6	2.0211	-0.1653	2.0211	1.4217
No log	0.2	8	1.3569	-0.1328	1.3569	1.1648
No log	0.25	10	1.0144	0.0054	1.0144	1.0072
No log	0.3	12	0.9010	0.1461	0.9010	0.9492
No log	0.35	14	0.9014	0.1534	0.9014	0.9494
No log	0.4	16	0.8922	0.1636	0.8922	0.9445
No log	0.45	18	0.8487	0.0679	0.8487	0.9212
No log	0.5	20	0.9147	0.1511	0.9147	0.9564
No log	0.55	22	1.0285	0.1259	1.0285	1.0141
No log	0.6	24	1.0813	0.0986	1.0813	1.0398
No log	0.65	26	0.8837	0.2132	0.8837	0.9401
No log	0.7	28	0.7961	0.0937	0.7961	0.8922
No log	0.75	30	0.7689	0.0481	0.7689	0.8769
No log	0.8	32	0.7462	0.0481	0.7462	0.8638
No log	0.85	34	0.7381	0.0884	0.7381	0.8591
No log	0.9	36	0.7520	0.0	0.7520	0.8672
No log	0.95	38	0.7783	0.0481	0.7783	0.8822
No log	1.0	40	0.7709	0.0	0.7709	0.8780
No log	1.05	42	0.7433	0.0	0.7433	0.8622
No log	1.1	44	0.7383	0.0	0.7383	0.8592
No log	1.15	46	0.7397	0.0	0.7397	0.8601
No log	1.2	48	0.7337	0.0884	0.7337	0.8566
No log	1.25	50	0.7301	0.1236	0.7301	0.8544
No log	1.3	52	0.7242	0.1456	0.7242	0.8510
No log	1.35	54	0.7434	0.1807	0.7434	0.8622
No log	1.4	56	0.7364	0.1508	0.7364	0.8581
No log	1.45	58	0.7273	0.1187	0.7273	0.8528
No log	1.5	60	0.7258	0.0840	0.7258	0.8520
No log	1.55	62	0.7335	0.0444	0.7335	0.8565
No log	1.6	64	0.7513	0.0937	0.7513	0.8668
No log	1.65	66	0.7398	0.0481	0.7398	0.8601
No log	1.7	68	0.7442	0.0	0.7442	0.8627
No log	1.75	70	0.7480	0.0	0.7480	0.8649
No log	1.8	72	0.7431	-0.0027	0.7431	0.8620
No log	1.85	74	0.7483	0.0893	0.7483	0.8651
No log	1.9	76	0.7506	0.0026	0.7506	0.8664
No log	1.95	78	0.7455	0.0026	0.7455	0.8634
No log	2.0	80	0.7296	0.0764	0.7296	0.8542
No log	2.05	82	0.7244	0.0410	0.7244	0.8511
No log	2.1	84	0.7185	0.0481	0.7185	0.8476
No log	2.15	86	0.7201	0.0481	0.7201	0.8486
No log	2.2	88	0.7684	0.0688	0.7684	0.8766
No log	2.25	90	0.8472	-0.0047	0.8472	0.9204
No log	2.3	92	0.9219	0.0336	0.9219	0.9601
No log	2.35	94	0.8592	0.0661	0.8592	0.9269
No log	2.4	96	0.7926	0.1448	0.7926	0.8903
No log	2.45	98	0.7396	0.2158	0.7396	0.8600
No log	2.5	100	0.7441	0.2158	0.7441	0.8626
No log	2.55	102	0.7275	0.1867	0.7275	0.8529
No log	2.6	104	0.7325	0.2509	0.7325	0.8559
No log	2.65	106	0.7702	0.2218	0.7702	0.8776
No log	2.7	108	0.7711	0.2158	0.7711	0.8781
No log	2.75	110	0.7584	0.2158	0.7584	0.8709
No log	2.8	112	0.7624	0.2158	0.7624	0.8732
No log	2.85	114	0.7761	0.2413	0.7761	0.8810
No log	2.9	116	0.7774	0.1901	0.7774	0.8817
No log	2.95	118	0.7895	0.2847	0.7895	0.8885
No log	3.0	120	0.7612	0.1624	0.7612	0.8724
No log	3.05	122	0.7446	0.2158	0.7446	0.8629
No log	3.1	124	0.7593	0.1010	0.7593	0.8714
No log	3.15	126	0.8075	0.0971	0.8075	0.8986
No log	3.2	128	0.7975	0.0971	0.7975	0.8930
No log	3.25	130	0.7766	0.0697	0.7766	0.8812
No log	3.3	132	0.7984	0.1051	0.7984	0.8936
No log	3.35	134	0.9101	0.2149	0.9101	0.9540
No log	3.4	136	1.0358	0.2521	1.0358	1.0177
No log	3.45	138	1.0471	0.2364	1.0471	1.0233
No log	3.5	140	0.9628	0.1995	0.9628	0.9812
No log	3.55	142	0.9067	0.0584	0.9067	0.9522
No log	3.6	144	0.8637	0.0697	0.8637	0.9293
No log	3.65	146	0.9336	0.0975	0.9336	0.9662
No log	3.7	148	0.9419	0.0856	0.9419	0.9705
No log	3.75	150	0.9849	0.2193	0.9849	0.9924
No log	3.8	152	0.9769	0.2892	0.9769	0.9884
No log	3.85	154	0.9240	0.2439	0.9240	0.9613
No log	3.9	156	0.8655	0.2943	0.8655	0.9303
No log	3.95	158	0.8632	0.3369	0.8632	0.9291
No log	4.0	160	0.9115	0.2912	0.9115	0.9547
No log	4.05	162	0.8749	0.3115	0.8749	0.9354
No log	4.1	164	0.8485	0.3157	0.8485	0.9212
No log	4.15	166	0.8877	0.2059	0.8877	0.9422
No log	4.2	168	0.8398	0.2662	0.8398	0.9164
No log	4.25	170	0.7146	0.3020	0.7146	0.8453
No log	4.3	172	0.6766	0.1829	0.6766	0.8225
No log	4.35	174	0.6850	0.2181	0.6850	0.8276
No log	4.4	176	0.7396	0.4052	0.7396	0.8600
No log	4.45	178	0.8550	0.4251	0.8550	0.9247
No log	4.5	180	0.8611	0.3754	0.8611	0.9280
No log	4.55	182	0.8287	0.4251	0.8287	0.9103
No log	4.6	184	0.7763	0.3167	0.7763	0.8811
No log	4.65	186	0.7740	0.3167	0.7740	0.8798
No log	4.7	188	0.7625	0.3622	0.7625	0.8732
No log	4.75	190	0.7500	0.3341	0.7500	0.8660
No log	4.8	192	0.7489	0.2950	0.7489	0.8654
No log	4.85	194	0.7782	0.4884	0.7782	0.8821
No log	4.9	196	0.7834	0.5120	0.7834	0.8851
No log	4.95	198	0.8070	0.3789	0.8070	0.8983
No log	5.0	200	0.8071	0.2950	0.8071	0.8984
No log	5.05	202	0.8578	0.3234	0.8578	0.9262
No log	5.1	204	0.8973	0.3918	0.8973	0.9472
No log	5.15	206	0.8158	0.3372	0.8158	0.9032
No log	5.2	208	0.7714	0.2847	0.7714	0.8783
No log	5.25	210	0.8357	0.4224	0.8357	0.9142
No log	5.3	212	0.9080	0.3727	0.9080	0.9529
No log	5.35	214	0.9664	0.3727	0.9664	0.9831
No log	5.4	216	0.9304	0.3012	0.9304	0.9646
No log	5.45	218	0.9390	0.2779	0.9390	0.9690
No log	5.5	220	0.8981	0.1029	0.8981	0.9477
No log	5.55	222	0.8721	0.1577	0.8721	0.9339
No log	5.6	224	0.8147	0.1624	0.8147	0.9026
No log	5.65	226	0.7475	0.3127	0.7475	0.8646
No log	5.7	228	0.7594	0.3399	0.7594	0.8714
No log	5.75	230	0.8364	0.3425	0.8364	0.9146
No log	5.8	232	0.9304	0.2886	0.9304	0.9645
No log	5.85	234	1.0254	0.2683	1.0254	1.0126
No log	5.9	236	1.0362	0.2683	1.0362	1.0179
No log	5.95	238	0.9750	0.2886	0.9750	0.9874
No log	6.0	240	0.9937	0.3395	0.9937	0.9968
No log	6.05	242	1.0004	0.3247	1.0004	1.0002
No log	6.1	244	0.8859	0.2923	0.8859	0.9412
No log	6.15	246	0.8550	0.2967	0.8550	0.9246
No log	6.2	248	0.8317	0.3545	0.8317	0.9120
No log	6.25	250	0.8385	0.3127	0.8385	0.9157
No log	6.3	252	0.8527	0.2692	0.8527	0.9234
No log	6.35	254	0.9042	0.3892	0.9042	0.9509
No log	6.4	256	0.9010	0.4113	0.9010	0.9492
No log	6.45	258	0.8617	0.4328	0.8617	0.9283
No log	6.5	260	0.8275	0.3169	0.8275	0.9097
No log	6.55	262	0.8960	0.2982	0.8960	0.9466
No log	6.6	264	1.0151	0.2977	1.0151	1.0075
No log	6.65	266	1.0324	0.2876	1.0324	1.0161
No log	6.7	268	0.9790	0.3082	0.9790	0.9894
No log	6.75	270	0.9558	0.3417	0.9558	0.9777
No log	6.8	272	0.9772	0.3082	0.9772	0.9885
No log	6.85	274	1.0048	0.2876	1.0048	1.0024
No log	6.9	276	1.0751	0.2264	1.0751	1.0369
No log	6.95	278	1.1302	0.1995	1.1302	1.0631
No log	7.0	280	1.0435	0.2439	1.0435	1.0215
No log	7.05	282	1.0062	0.2956	1.0062	1.0031
No log	7.1	284	1.0261	0.3253	1.0261	1.0130
No log	7.15	286	0.9877	0.3253	0.9877	0.9939
No log	7.2	288	0.8878	0.5402	0.8878	0.9422
No log	7.25	290	0.8381	0.3894	0.8381	0.9155
No log	7.3	292	0.8505	0.3894	0.8505	0.9222
No log	7.35	294	0.9370	0.4162	0.9370	0.9680
No log	7.4	296	1.0075	0.2659	1.0075	1.0037
No log	7.45	298	0.9639	0.3739	0.9639	0.9818
No log	7.5	300	0.8622	0.5029	0.8622	0.9286
No log	7.55	302	0.8358	0.3894	0.8358	0.9142
No log	7.6	304	0.8985	0.3869	0.8985	0.9479
No log	7.65	306	1.0091	0.3767	1.0091	1.0045
No log	7.7	308	1.0558	0.2824	1.0558	1.0275
No log	7.75	310	0.9737	0.3678	0.9737	0.9867
No log	7.8	312	0.8828	0.2899	0.8828	0.9396
No log	7.85	314	0.8188	0.2558	0.8188	0.9049
No log	7.9	316	0.8384	0.2077	0.8384	0.9157
No log	7.95	318	0.9457	0.2547	0.9457	0.9725
No log	8.0	320	1.0946	0.1030	1.0946	1.0462
No log	8.05	322	1.2364	0.1630	1.2364	1.1119
No log	8.1	324	1.2732	0.1445	1.2732	1.1283
No log	8.15	326	1.0747	0.1457	1.0747	1.0367
No log	8.2	328	0.8665	0.3167	0.8665	0.9308
No log	8.25	330	0.7977	0.3387	0.7977	0.8931
No log	8.3	332	0.8006	0.2883	0.8006	0.8947
No log	8.35	334	0.8646	0.3637	0.8646	0.9298
No log	8.4	336	0.9317	0.4230	0.9317	0.9653
No log	8.45	338	0.8908	0.3991	0.8908	0.9438
No log	8.5	340	0.7968	0.2817	0.7968	0.8926
No log	8.55	342	0.7467	0.3020	0.7467	0.8641
No log	8.6	344	0.7310	0.2471	0.7310	0.8550
No log	8.65	346	0.7545	0.2589	0.7545	0.8686
No log	8.7	348	0.7999	0.3099	0.7999	0.8944
No log	8.75	350	0.8967	0.3940	0.8967	0.9469
No log	8.8	352	1.0051	0.2568	1.0051	1.0026
No log	8.85	354	1.1098	0.2101	1.1098	1.0535
No log	8.9	356	1.0758	0.2421	1.0758	1.0372
No log	8.95	358	0.9590	0.2971	0.9590	0.9793
No log	9.0	360	0.8277	0.3372	0.8277	0.9098
No log	9.05	362	0.7652	0.2589	0.7652	0.8747
No log	9.1	364	0.7531	0.2883	0.7531	0.8678
No log	9.15	366	0.7831	0.2817	0.7831	0.8849
No log	9.2	368	0.8093	0.3737	0.8093	0.8996
No log	9.25	370	0.7960	0.3196	0.7960	0.8922
No log	9.3	372	0.7802	0.2527	0.7802	0.8833
No log	9.35	374	0.8058	0.3099	0.8058	0.8977
No log	9.4	376	0.8698	0.4154	0.8698	0.9327
No log	9.45	378	0.8967	0.2923	0.8967	0.9469
No log	9.5	380	0.8721	0.3042	0.8721	0.9339
No log	9.55	382	0.8281	0.3302	0.8281	0.9100
No log	9.6	384	0.7880	0.3789	0.7880	0.8877
No log	9.65	386	0.8122	0.3444	0.8122	0.9012
No log	9.7	388	0.8866	0.3586	0.8866	0.9416
No log	9.75	390	0.9376	0.2670	0.9376	0.9683
No log	9.8	392	0.9172	0.2253	0.9172	0.9577
No log	9.85	394	0.8681	0.2471	0.8681	0.9317
No log	9.9	396	0.8026	0.1884	0.8026	0.8959
No log	9.95	398	0.7398	0.2063	0.7398	0.8601
No log	10.0	400	0.7391	0.2718	0.7391	0.8597
No log	10.05	402	0.7676	0.3099	0.7676	0.8761
No log	10.1	404	0.8502	0.3564	0.8502	0.9220
No log	10.15	406	1.0245	0.3010	1.0245	1.0122
No log	10.2	408	1.1584	0.1805	1.1584	1.0763
No log	10.25	410	1.1766	0.1961	1.1766	1.0847
No log	10.3	412	1.0601	0.2358	1.0601	1.0296
No log	10.35	414	0.8856	0.3913	0.8856	0.9411
No log	10.4	416	0.7855	0.2847	0.7855	0.8863
No log	10.45	418	0.7554	0.2913	0.7554	0.8691
No log	10.5	420	0.7340	0.2158	0.7340	0.8567
No log	10.55	422	0.7284	0.2158	0.7284	0.8534
No log	10.6	424	0.7346	0.1407	0.7346	0.8571
No log	10.65	426	0.7697	0.2589	0.7697	0.8773
No log	10.7	428	0.8409	0.3099	0.8409	0.9170
No log	10.75	430	0.8929	0.3234	0.8929	0.9450
No log	10.8	432	0.9182	0.3042	0.9182	0.9582
No log	10.85	434	0.9127	0.2784	0.9127	0.9554
No log	10.9	436	0.9932	0.2316	0.9932	0.9966
No log	10.95	438	1.0541	0.2412	1.0541	1.0267
No log	11.0	440	1.0786	0.2412	1.0786	1.0386
No log	11.05	442	1.0343	0.2227	1.0343	1.0170
No log	11.1	444	0.9311	0.2784	0.9311	0.9649
No log	11.15	446	0.9003	0.2574	0.9003	0.9489
No log	11.2	448	0.9355	0.2843	0.9355	0.9672
No log	11.25	450	0.9614	0.2574	0.9614	0.9805
No log	11.3	452	1.0205	0.1955	1.0205	1.0102
No log	11.35	454	1.0828	0.1827	1.0828	1.0406
No log	11.4	456	1.1495	0.1293	1.1495	1.0721
No log	11.45	458	1.1364	0.1909	1.1364	1.0660
No log	11.5	460	1.0658	0.2075	1.0658	1.0324
No log	11.55	462	1.0013	0.1692	1.0013	1.0007
No log	11.6	464	0.9741	0.1501	0.9741	0.9869
No log	11.65	466	0.9484	0.1867	0.9484	0.9738
No log	11.7	468	0.9782	0.1734	0.9782	0.9890
No log	11.75	470	1.0343	0.1573	1.0343	1.0170
No log	11.8	472	1.0619	0.2227	1.0619	1.0305
No log	11.85	474	1.0965	0.2100	1.0965	1.0471
No log	11.9	476	1.0422	0.2703	1.0422	1.0209
No log	11.95	478	0.9812	0.1501	0.9812	0.9906
No log	12.0	480	0.9728	0.1501	0.9728	0.9863
No log	12.05	482	0.9867	0.1422	0.9867	0.9933
No log	12.1	484	0.9741	0.1692	0.9741	0.9869
No log	12.15	486	0.9928	0.1692	0.9928	0.9964
No log	12.2	488	0.9996	0.1651	0.9996	0.9998
No log	12.25	490	1.0038	0.1692	1.0038	1.0019
No log	12.3	492	0.9871	0.2046	0.9871	0.9935
No log	12.35	494	0.9290	0.2632	0.9290	0.9638
No log	12.4	496	0.9141	0.2632	0.9141	0.9561
No log	12.45	498	0.9721	0.2843	0.9721	0.9859
0.3559	12.5	500	1.0361	0.1692	1.0361	1.0179
0.3559	12.55	502	1.0333	0.1822	1.0333	1.0165
0.3559	12.6	504	1.0326	0.1584	1.0326	1.0162
0.3559	12.65	506	1.0702	0.0803	1.0702	1.0345
0.3559	12.7	508	1.0406	0.1584	1.0406	1.0201
0.3559	12.75	510	0.9997	0.2352	0.9997	0.9999
0.3559	12.8	512	0.9725	0.1867	0.9725	0.9862
0.3559	12.85	514	0.9107	0.2817	0.9107	0.9543
0.3559	12.9	516	0.8876	0.2754	0.8876	0.9422
0.3559	12.95	518	0.8646	0.2754	0.8646	0.9298
0.3559	13.0	520	0.8035	0.3238	0.8035	0.8964
0.3559	13.05	522	0.7985	0.2950	0.7985	0.8936
0.3559	13.1	524	0.8662	0.2409	0.8662	0.9307
0.3559	13.15	526	0.9824	0.1385	0.9824	0.9912
0.3559	13.2	528	1.0687	0.2075	1.0687	1.0338
0.3559	13.25	530	1.0561	0.2075	1.0561	1.0277
0.3559	13.3	532	0.9803	0.1651	0.9803	0.9901
0.3559	13.35	534	0.9083	0.1914	0.9083	0.9531
0.3559	13.4	536	0.8907	0.2297	0.8907	0.9438
0.3559	13.45	538	0.9183	0.1180	0.9183	0.9583
0.3559	13.5	540	0.9664	0.1911	0.9664	0.9830
0.3559	13.55	542	1.0440	0.1787	1.0440	1.0217
0.3559	13.6	544	1.0957	0.1787	1.0957	1.0468
0.3559	13.65	546	1.0785	0.1787	1.0785	1.0385
0.3559	13.7	548	1.0023	0.1787	1.0023	1.0012
0.3559	13.75	550	0.9235	0.1777	0.9235	0.9610
0.3559	13.8	552	0.8722	0.2297	0.8722	0.9339
0.3559	13.85	554	0.9108	0.2297	0.9108	0.9543
0.3559	13.9	556	0.9007	0.1914	0.9007	0.9491
0.3559	13.95	558	0.9032	0.1914	0.9032	0.9504
0.3559	14.0	560	0.9296	0.2410	0.9296	0.9642
0.3559	14.05	562	1.0355	0.1869	1.0355	1.0176
0.3559	14.1	564	1.1113	0.1428	1.1113	1.0542
0.3559	14.15	566	1.1008	0.2141	1.1008	1.0492
0.3559	14.2	568	1.0136	0.2411	1.0136	1.0068
0.3559	14.25	570	0.9384	0.3169	0.9384	0.9687
0.3559	14.3	572	0.8950	0.2297	0.8950	0.9460
0.3559	14.35	574	0.9188	0.2574	0.9188	0.9585
0.3559	14.4	576	0.9862	0.2358	0.9862	0.9931
0.3559	14.45	578	1.0167	0.1692	1.0167	1.0083
0.3559	14.5	580	1.0321	0.1180	1.0321	1.0159
0.3559	14.55	582	1.0206	0.1180	1.0206	1.0103
0.3559	14.6	584	1.0164	0.2437	1.0164	1.0082
0.3559	14.65	586	0.9980	0.1911	0.9980	0.9990
0.3559	14.7	588	0.9958	0.2164	0.9958	0.9979
0.3559	14.75	590	0.9724	0.2164	0.9724	0.9861
0.3559	14.8	592	0.9617	0.2164	0.9617	0.9807
0.3559	14.85	594	0.9434	0.2784	0.9434	0.9713
0.3559	14.9	596	0.9472	0.3606	0.9472	0.9732
0.3559	14.95	598	0.9542	0.3169	0.9542	0.9768
0.3559	15.0	600	0.9227	0.3169	0.9227	0.9606
0.3559	15.05	602	0.8584	0.2784	0.8584	0.9265
0.3559	15.1	604	0.8454	0.2784	0.8454	0.9194
0.3559	15.15	606	0.8763	0.3042	0.8763	0.9361
0.3559	15.2	608	0.9143	0.2810	0.9143	0.9562
0.3559	15.25	610	0.9432	0.2703	0.9432	0.9712
0.3559	15.3	612	0.9527	0.2164	0.9527	0.9761
0.3559	15.35	614	0.9149	0.2000	0.9149	0.9565
0.3559	15.4	616	0.9573	0.1499	0.9573	0.9784
0.3559	15.45	618	1.0605	0.1870	1.0605	1.0298
0.3559	15.5	620	1.0966	0.1870	1.0966	1.0472
0.3559	15.55	622	1.1433	0.1679	1.1433	1.0692
0.3559	15.6	624	1.1018	0.1490	1.1018	1.0497
0.3559	15.65	626	1.0046	0.2032	1.0046	1.0023
0.3559	15.7	628	0.9653	0.2211	0.9653	0.9825
0.3559	15.75	630	0.9585	0.2211	0.9585	0.9790
0.3559	15.8	632	1.0727	0.1265	1.0727	1.0357
0.3559	15.85	634	1.1293	0.1758	1.1293	1.0627
0.3559	15.9	636	1.1570	0.1679	1.1570	1.0756
0.3559	15.95	638	1.2015	0.1679	1.2015	1.0961
0.3559	16.0	640	1.1414	0.1679	1.1414	1.0684
0.3559	16.05	642	1.0472	0.1635	1.0472	1.0233
0.3559	16.1	644	0.9685	0.2756	0.9685	0.9841
0.3559	16.15	646	0.9257	0.2810	0.9257	0.9622
0.3559	16.2	648	0.9181	0.3169	0.9181	0.9582
0.3559	16.25	650	0.9439	0.3347	0.9439	0.9715
0.3559	16.3	652	1.0069	0.2939	1.0069	1.0034
0.3559	16.35	654	1.0898	0.2264	1.0898	1.0439
0.3559	16.4	656	1.1320	0.1895	1.1320	1.0640
0.3559	16.45	658	1.0995	0.1968	1.0995	1.0486
0.3559	16.5	660	0.9695	0.2939	0.9695	0.9846
0.3559	16.55	662	0.8808	0.2615	0.8808	0.9385
0.3559	16.6	664	0.8782	0.2259	0.8782	0.9371
0.3559	16.65	666	0.9080	0.1911	0.9080	0.9529
0.3559	16.7	668	0.9489	0.1827	0.9489	0.9741
0.3559	16.75	670	1.0408	0.2392	1.0408	1.0202
0.3559	16.8	672	1.0373	0.2227	1.0373	1.0185
0.3559	16.85	674	0.9711	0.1747	0.9711	0.9855
0.3559	16.9	676	0.9008	0.2982	0.9008	0.9491
0.3559	16.95	678	0.8984	0.2982	0.8984	0.9479
0.3559	17.0	680	0.9232	0.2982	0.9232	0.9608
0.3559	17.05	682	0.9509	0.3110	0.9509	0.9752
0.3559	17.1	684	0.9527	0.3110	0.9527	0.9761
0.3559	17.15	686	0.9146	0.2923	0.9146	0.9563
0.3559	17.2	688	0.9187	0.2866	0.9187	0.9585
0.3559	17.25	690	0.9385	0.1827	0.9385	0.9687
0.3559	17.3	692	0.9435	0.1827	0.9435	0.9714
0.3559	17.35	694	0.9518	0.1499	0.9518	0.9756
0.3559	17.4	696	0.9639	0.1499	0.9639	0.9818
0.3559	17.45	698	0.9292	0.1499	0.9292	0.9640
0.3559	17.5	700	0.9305	0.1499	0.9305	0.9646
0.3559	17.55	702	0.8995	0.2562	0.8995	0.9484
0.3559	17.6	704	0.8398	0.3169	0.8398	0.9164
0.3559	17.65	706	0.8160	0.3372	0.8160	0.9034
0.3559	17.7	708	0.8594	0.3042	0.8594	0.9270
0.3559	17.75	710	0.9187	0.2259	0.9187	0.9585
0.3559	17.8	712	0.9937	0.2363	0.9937	0.9969
0.3559	17.85	714	1.0874	0.2271	1.0874	1.0428
0.3559	17.9	716	1.0767	0.2412	1.0767	1.0377
0.3559	17.95	718	1.0119	0.2552	1.0119	1.0059
0.3559	18.0	720	0.9545	0.1911	0.9545	0.9770
0.3559	18.05	722	0.9176	0.2982	0.9176	0.9579
0.3559	18.1	724	0.9192	0.2615	0.9192	0.9588
0.3559	18.15	726	0.9566	0.1911	0.9566	0.9781
0.3559	18.2	728	1.0233	0.2227	1.0233	1.0116
0.3559	18.25	730	1.1003	0.1564	1.1003	1.0490
0.3559	18.3	732	1.1947	0.1613	1.1947	1.0930
0.3559	18.35	734	1.2081	0.1613	1.2081	1.0991
0.3559	18.4	736	1.1517	0.1784	1.1517	1.0732
0.3559	18.45	738	1.1007	0.2183	1.1007	1.0491
0.3559	18.5	740	1.0787	0.2552	1.0787	1.0386
0.3559	18.55	742	1.0840	0.2504	1.0840	1.0412
0.3559	18.6	744	1.1201	0.2392	1.1201	1.0583
0.3559	18.65	746	1.1672	0.1713	1.1672	1.0804
0.3559	18.7	748	1.1556	0.1713	1.1556	1.0750
0.3559	18.75	750	1.0890	0.2437	1.0890	1.0436
0.3559	18.8	752	1.0070	0.2119	1.0070	1.0035
0.3559	18.85	754	0.9427	0.2726	0.9427	0.9709
0.3559	18.9	756	0.9104	0.2518	0.9104	0.9541
0.3559	18.95	758	0.8891	0.3302	0.8891	0.9429
0.3559	19.0	760	0.8679	0.3302	0.8679	0.9316
0.3559	19.05	762	0.8489	0.3167	0.8489	0.9214
0.3559	19.1	764	0.8329	0.3167	0.8329	0.9127
0.3559	19.15	766	0.8495	0.3444	0.8495	0.9217
0.3559	19.2	768	0.9087	0.4067	0.9087	0.9532
0.3559	19.25	770	0.9642	0.3051	0.9642	0.9819
0.3559	19.3	772	0.9685	0.2995	0.9685	0.9841
0.3559	19.35	774	0.9435	0.3473	0.9435	0.9713
0.3559	19.4	776	0.9080	0.3819	0.9080	0.9529
0.3559	19.45	778	0.9286	0.3433	0.9286	0.9636
0.3559	19.5	780	0.9535	0.3194	0.9535	0.9765
0.3559	19.55	782	0.9274	0.2223	0.9274	0.9630
0.3559	19.6	784	0.8843	0.2383	0.8843	0.9404
0.3559	19.65	786	0.8223	0.1598	0.8223	0.9068
0.3559	19.7	788	0.7812	0.2471	0.7812	0.8838
0.3559	19.75	790	0.7880	0.2027	0.7880	0.8877
0.3559	19.8	792	0.8455	0.2285	0.8455	0.9195
0.3559	19.85	794	0.9330	0.2632	0.9330	0.9659
0.3559	19.9	796	1.0173	0.1911	1.0173	1.0086
0.3559	19.95	798	1.0708	0.1422	1.0708	1.0348
0.3559	20.0	800	1.1168	0.1821	1.1168	1.0568
0.3559	20.05	802	1.1116	0.1909	1.1116	1.0543
0.3559	20.1	804	1.1245	0.1909	1.1245	1.0604
0.3559	20.15	806	1.1137	0.1328	1.1137	1.0553
0.3559	20.2	808	1.1157	0.1328	1.1157	1.0563
0.3559	20.25	810	1.1120	0.1635	1.1120	1.0545
0.3559	20.3	812	1.0757	0.1949	1.0757	1.0372
0.3559	20.35	814	1.0232	0.2075	1.0232	1.0116
0.3559	20.4	816	1.0141	0.2032	1.0141	1.0070
0.3559	20.45	818	0.9764	0.2810	0.9764	0.9881
0.3559	20.5	820	0.9691	0.2615	0.9691	0.9844
0.3559	20.55	822	0.9805	0.2562	0.9805	0.9902
0.3559	20.6	824	1.0114	0.2939	1.0114	1.0057
0.3559	20.65	826	1.0639	0.1990	1.0639	1.0315
0.3559	20.7	828	1.0771	0.2032	1.0771	1.0378
0.3559	20.75	830	1.0387	0.2032	1.0387	1.0192
0.3559	20.8	832	0.9869	0.2982	0.9869	0.9934
0.3559	20.85	834	0.9296	0.3105	0.9296	0.9642
0.3559	20.9	836	0.8970	0.3637	0.8970	0.9471
0.3559	20.95	838	0.8725	0.4067	0.8725	0.9341
0.3559	21.0	840	0.8015	0.3444	0.8015	0.8953
0.3559	21.05	842	0.7495	0.3868	0.7495	0.8657
0.3559	21.1	844	0.7492	0.3868	0.7492	0.8656
0.3559	21.15	846	0.7933	0.3444	0.7933	0.8907
0.3559	21.2	848	0.8807	0.4067	0.8807	0.9385
0.3559	21.25	850	0.9366	0.3169	0.9366	0.9678
0.3559	21.3	852	0.9918	0.1709	0.9918	0.9959
0.3559	21.35	854	1.0128	0.1671	1.0128	1.0064
0.3559	21.4	856	0.9443	0.3110	0.9443	0.9718
0.3559	21.45	858	0.8430	0.3819	0.8430	0.9182
0.3559	21.5	860	0.7615	0.3594	0.7615	0.8727
0.3559	21.55	862	0.7363	0.3312	0.7363	0.8581
0.3559	21.6	864	0.7536	0.3312	0.7536	0.8681
0.3559	21.65	866	0.8307	0.3372	0.8307	0.9114
0.3559	21.7	868	0.8943	0.3675	0.8943	0.9457
0.3559	21.75	870	0.9708	0.3287	0.9708	0.9853
0.3559	21.8	872	1.0251	0.2227	1.0251	1.0125
0.3559	21.85	874	1.0566	0.2227	1.0566	1.0279
0.3559	21.9	876	1.0179	0.2411	1.0179	1.0089
0.3559	21.95	878	0.9323	0.2562	0.9323	0.9655
0.3559	22.0	880	0.9044	0.2923	0.9044	0.9510
0.3559	22.05	882	0.9260	0.2562	0.9260	0.9623
0.3559	22.1	884	0.9632	0.2756	0.9632	0.9814
0.3559	22.15	886	1.0387	0.1709	1.0387	1.0192
0.3559	22.2	888	1.1398	0.1870	1.1398	1.0676
0.3559	22.25	890	1.1581	0.1870	1.1581	1.0762
0.3559	22.3	892	1.1031	0.1909	1.1031	1.0503
0.3559	22.35	894	0.9989	0.2075	0.9989	0.9994
0.3559	22.4	896	0.8689	0.2982	0.8689	0.9321
0.3559	22.45	898	0.8160	0.2463	0.8160	0.9033
0.3559	22.5	900	0.8254	0.2463	0.8254	0.9085
0.3559	22.55	902	0.8750	0.2982	0.8750	0.9354
0.3559	22.6	904	0.9017	0.2562	0.9017	0.9496
0.3559	22.65	906	0.9243	0.2211	0.9243	0.9614
0.3559	22.7	908	0.9374	0.2211	0.9374	0.9682
0.3559	22.75	910	0.8787	0.2982	0.8787	0.9374
0.3559	22.8	912	0.8496	0.2982	0.8496	0.9218
0.3559	22.85	914	0.8688	0.2923	0.8688	0.9321
0.3559	22.9	916	0.9236	0.3051	0.9236	0.9610
0.3559	22.95	918	0.9257	0.3051	0.9257	0.9621
0.3559	23.0	920	0.9021	0.3110	0.9021	0.9498
0.3559	23.05	922	0.8337	0.2982	0.8337	0.9131
0.3559	23.1	924	0.7679	0.4134	0.7679	0.8763
0.3559	23.15	926	0.7128	0.3868	0.7128	0.8443
0.3559	23.2	928	0.7236	0.3868	0.7236	0.8506
0.3559	23.25	930	0.7707	0.3712	0.7707	0.8779
0.3559	23.3	932	0.8099	0.2904	0.8099	0.9000
0.3559	23.35	934	0.8576	0.2000	0.8576	0.9261
0.3559	23.4	936	0.8635	0.1734	0.8635	0.9293
0.3559	23.45	938	0.8811	0.2000	0.8811	0.9387
0.3559	23.5	940	0.9003	0.2142	0.9003	0.9489
0.3559	23.55	942	0.9292	0.2923	0.9292	0.9640
0.3559	23.6	944	0.9417	0.2923	0.9417	0.9704
0.3559	23.65	946	0.9565	0.2463	0.9565	0.9780
0.3559	23.7	948	1.0134	0.2562	1.0134	1.0067
0.3559	23.75	950	1.0518	0.1651	1.0518	1.0256
0.3559	23.8	952	1.0677	0.1651	1.0677	1.0333
0.3559	23.85	954	1.0938	0.0134	1.0938	1.0459
0.3559	23.9	956	1.0998	0.0114	1.0998	1.0487
0.3559	23.95	958	1.0754	0.0462	1.0754	1.0370

Framework versions

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