Arabic_FineTuningAraBERT_AugV4-trial2_k5_task1_organization_fold1

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: 0.7009
• Qwk: 0.7123
• Mse: 0.7009
• Rmse: 0.8372

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	0.0208	2	3.2113	0.0870	3.2113	1.7920
No log	0.0417	4	1.8126	0.0	1.8126	1.3463
No log	0.0625	6	0.9704	0.1912	0.9704	0.9851
No log	0.0833	8	0.7912	0.1026	0.7912	0.8895
No log	0.1042	10	0.7730	0.2648	0.7730	0.8792
No log	0.125	12	1.1065	0.1529	1.1065	1.0519
No log	0.1458	14	1.5474	0.0	1.5474	1.2439
No log	0.1667	16	1.5248	0.0	1.5248	1.2348
No log	0.1875	18	1.1667	-0.0736	1.1667	1.0801
No log	0.2083	20	1.2157	0.0	1.2157	1.1026
No log	0.2292	22	1.4423	0.0	1.4423	1.2010
No log	0.25	24	1.3152	0.1529	1.3152	1.1468
No log	0.2708	26	1.2640	0.1529	1.2640	1.1243
No log	0.2917	28	1.4243	0.1529	1.4243	1.1934
No log	0.3125	30	1.4201	0.25	1.4201	1.1917
No log	0.3333	32	1.2870	0.25	1.2870	1.1345
No log	0.3542	34	1.0912	0.2699	1.0912	1.0446
No log	0.375	36	0.9355	0.3708	0.9355	0.9672
No log	0.3958	38	0.8343	0.3708	0.8343	0.9134
No log	0.4167	40	0.7967	0.4896	0.7967	0.8926
No log	0.4375	42	0.6803	0.6051	0.6803	0.8248
No log	0.4583	44	0.5954	0.5134	0.5954	0.7716
No log	0.4792	46	0.6693	0.6051	0.6693	0.8181
No log	0.5	48	1.1020	0.5	1.1020	1.0498
No log	0.5208	50	1.6659	0.4324	1.6659	1.2907
No log	0.5417	52	1.6139	0.4122	1.6139	1.2704
No log	0.5625	54	1.2838	0.4280	1.2838	1.1330
No log	0.5833	56	0.9167	0.5586	0.9167	0.9575
No log	0.6042	58	0.7656	0.3704	0.7656	0.8750
No log	0.625	60	0.8246	0.5024	0.8246	0.9081
No log	0.6458	62	1.0723	0.4955	1.0723	1.0355
No log	0.6667	64	1.3827	0.4	1.3827	1.1759
No log	0.6875	66	1.3474	0.1954	1.3474	1.1608
No log	0.7083	68	1.1099	0.2130	1.1099	1.0535
No log	0.7292	70	0.9712	0.3708	0.9712	0.9855
No log	0.75	72	0.7932	0.3708	0.7932	0.8906
No log	0.7708	74	0.7744	0.3708	0.7744	0.8800
No log	0.7917	76	0.8099	0.4615	0.8099	0.8999
No log	0.8125	78	0.7895	0.5455	0.7895	0.8885
No log	0.8333	80	0.9406	0.6513	0.9406	0.9698
No log	0.8542	82	1.2648	0.5714	1.2648	1.1246
No log	0.875	84	1.3521	0.5300	1.3521	1.1628
No log	0.8958	86	1.2761	0.5795	1.2761	1.1296
No log	0.9167	88	0.9571	0.6513	0.9571	0.9783
No log	0.9375	90	0.6660	0.5821	0.6660	0.8161
No log	0.9583	92	0.6766	0.5821	0.6766	0.8225
No log	0.9792	94	0.9124	0.6475	0.9124	0.9552
No log	1.0	96	1.2803	0.6190	1.2803	1.1315
No log	1.0208	98	1.1682	0.6190	1.1682	1.0808
No log	1.0417	100	0.9359	0.6851	0.9359	0.9674
No log	1.0625	102	0.8788	0.6644	0.8788	0.9375
No log	1.0833	104	0.9831	0.6174	0.9831	0.9915
No log	1.1042	106	1.2496	0.6174	1.2496	1.1179
No log	1.125	108	1.1651	0.6174	1.1651	1.0794
No log	1.1458	110	0.9198	0.7123	0.9198	0.9591
No log	1.1667	112	0.9373	0.6433	0.9373	0.9682
No log	1.1875	114	0.9784	0.6433	0.9784	0.9891
No log	1.2083	116	0.8846	0.6410	0.8846	0.9405
No log	1.2292	118	0.8510	0.6410	0.8510	0.9225
No log	1.25	120	0.9584	0.5765	0.9584	0.9790
No log	1.2708	122	1.2467	0.6000	1.2467	1.1166
No log	1.2917	124	1.3654	0.6000	1.3654	1.1685
No log	1.3125	126	1.2000	0.6000	1.2000	1.0955
No log	1.3333	128	0.8269	0.5143	0.8269	0.9094
No log	1.3542	130	0.5825	0.5263	0.5825	0.7632
No log	1.375	132	0.5592	0.5333	0.5592	0.7478
No log	1.3958	134	0.6389	0.6026	0.6389	0.7993
No log	1.4167	136	0.9038	0.5143	0.9038	0.9507
No log	1.4375	138	1.2904	0.5704	1.2904	1.1359
No log	1.4583	140	1.3870	0.5912	1.3870	1.1777
No log	1.4792	142	1.2311	0.5714	1.2311	1.1096
No log	1.5	144	0.9064	0.6549	0.9064	0.9521
No log	1.5208	146	0.6868	0.6645	0.6868	0.8287
No log	1.5417	148	0.6530	0.6006	0.6530	0.8081
No log	1.5625	150	0.7387	0.6182	0.7387	0.8595
No log	1.5833	152	0.9314	0.6358	0.9314	0.9651
No log	1.6042	154	0.9527	0.6667	0.9527	0.9761
No log	1.625	156	0.8405	0.6396	0.8405	0.9168
No log	1.6458	158	0.8636	0.6818	0.8636	0.9293
No log	1.6667	160	0.8169	0.6866	0.8169	0.9038
No log	1.6875	162	0.7656	0.6580	0.7656	0.8750
No log	1.7083	164	0.7365	0.6216	0.7365	0.8582
No log	1.7292	166	0.8306	0.6621	0.8306	0.9114
No log	1.75	168	1.0073	0.6573	1.0073	1.0036
No log	1.7708	170	1.1633	0.6573	1.1633	1.0786
No log	1.7917	172	1.1184	0.6573	1.1184	1.0575
No log	1.8125	174	0.8311	0.6719	0.8311	0.9116
No log	1.8333	176	0.7277	0.6719	0.7277	0.8530
No log	1.8542	178	0.7658	0.6719	0.7658	0.8751
No log	1.875	180	0.9870	0.6818	0.9870	0.9935
No log	1.8958	182	1.2821	0.5199	1.2821	1.1323
No log	1.9167	184	1.6038	0.5333	1.6038	1.2664
No log	1.9375	186	1.5378	0.5304	1.5378	1.2401
No log	1.9583	188	1.1976	0.7426	1.1976	1.0943
No log	1.9792	190	0.9138	0.7426	0.9138	0.9559
No log	2.0	192	0.7121	0.6529	0.7121	0.8438
No log	2.0208	194	0.5924	0.5300	0.5924	0.7697
No log	2.0417	196	0.6024	0.5639	0.6024	0.7761
No log	2.0625	198	0.7069	0.6028	0.7069	0.8408
No log	2.0833	200	0.9542	0.72	0.9542	0.9768
No log	2.1042	202	1.3102	0.6364	1.3102	1.1446
No log	2.125	204	1.3825	0.5364	1.3825	1.1758
No log	2.1458	206	1.1984	0.6784	1.1984	1.0947
No log	2.1667	208	0.8718	0.7390	0.8718	0.9337
No log	2.1875	210	0.5889	0.6020	0.5889	0.7674
No log	2.2083	212	0.5190	0.5704	0.5190	0.7204
No log	2.2292	214	0.5063	0.5789	0.5063	0.7116
No log	2.25	216	0.5460	0.5692	0.5460	0.7389
No log	2.2708	218	0.6844	0.6794	0.6844	0.8273
No log	2.2917	220	0.8987	0.7050	0.8987	0.9480
No log	2.3125	222	0.9880	0.7426	0.9880	0.9940
No log	2.3333	224	0.9029	0.72	0.9029	0.9502
No log	2.3542	226	0.8962	0.72	0.8962	0.9467
No log	2.375	228	0.8697	0.7123	0.8697	0.9326
No log	2.3958	230	0.8096	0.6915	0.8096	0.8998
No log	2.4167	232	0.9468	0.7123	0.9468	0.9730
No log	2.4375	234	0.9845	0.6602	0.9845	0.9922
No log	2.4583	236	1.1585	0.6405	1.1585	1.0763
No log	2.4792	238	1.1472	0.6405	1.1472	1.0711
No log	2.5	240	1.0733	0.6405	1.0733	1.0360
No log	2.5208	242	0.7968	0.7118	0.7968	0.8926
No log	2.5417	244	0.7182	0.7284	0.7182	0.8475
No log	2.5625	246	0.7751	0.7451	0.7751	0.8804
No log	2.5833	248	0.8127	0.7451	0.8127	0.9015
No log	2.6042	250	0.9811	0.7459	0.9811	0.9905
No log	2.625	252	1.0531	0.7667	1.0531	1.0262
No log	2.6458	254	0.9738	0.7667	0.9738	0.9868
No log	2.6667	256	0.8852	0.7586	0.8852	0.9408
No log	2.6875	258	0.8017	0.7348	0.8017	0.8954
No log	2.7083	260	0.8618	0.7586	0.8618	0.9283
No log	2.7292	262	0.8590	0.7709	0.8590	0.9268
No log	2.75	264	0.9843	0.7273	0.9843	0.9921
No log	2.7708	266	1.1267	0.7273	1.1267	1.0615
No log	2.7917	268	1.0344	0.6769	1.0344	1.0170
No log	2.8125	270	0.8546	0.6667	0.8546	0.9244
No log	2.8333	272	0.7413	0.6667	0.7413	0.8610
No log	2.8542	274	0.7784	0.6711	0.7784	0.8822
No log	2.875	276	0.8675	0.7586	0.8675	0.9314
No log	2.8958	278	1.0024	0.6744	1.0024	1.0012
No log	2.9167	280	1.0278	0.6744	1.0278	1.0138
No log	2.9375	282	1.0295	0.7	1.0295	1.0146
No log	2.9583	284	1.0673	0.7	1.0673	1.0331
No log	2.9792	286	1.1849	0.7	1.1849	1.0885
No log	3.0	288	1.0695	0.7	1.0695	1.0341
No log	3.0208	290	0.8681	0.7586	0.8681	0.9317
No log	3.0417	292	0.7612	0.6957	0.7612	0.8724
No log	3.0625	294	0.7933	0.6957	0.7933	0.8907
No log	3.0833	296	0.9827	0.7774	0.9827	0.9913
No log	3.1042	298	1.1409	0.7774	1.1409	1.0681
No log	3.125	300	1.0253	0.7667	1.0253	1.0126
No log	3.1458	302	0.7739	0.6564	0.7739	0.8797
No log	3.1667	304	0.6665	0.6918	0.6665	0.8164
No log	3.1875	306	0.7310	0.6564	0.7310	0.8550
No log	3.2083	308	0.8843	0.7066	0.8843	0.9404
No log	3.2292	310	1.0370	0.7667	1.0370	1.0183
No log	3.25	312	1.0937	0.7667	1.0937	1.0458
No log	3.2708	314	0.9324	0.7667	0.9324	0.9656
No log	3.2917	316	0.7614	0.6602	0.7614	0.8726
No log	3.3125	318	0.8162	0.7459	0.8162	0.9035
No log	3.3333	320	0.9573	0.7667	0.9573	0.9784
No log	3.3542	322	0.8523	0.7459	0.8523	0.9232
No log	3.375	324	0.8595	0.7459	0.8595	0.9271
No log	3.3958	326	0.8973	0.7459	0.8973	0.9473
No log	3.4167	328	0.7743	0.7864	0.7743	0.8799
No log	3.4375	330	0.6501	0.6977	0.6501	0.8063
No log	3.4583	332	0.6344	0.6977	0.6344	0.7965
No log	3.4792	334	0.7284	0.7535	0.7284	0.8535
No log	3.5	336	1.0111	0.7459	1.0111	1.0055
No log	3.5208	338	1.0918	0.6879	1.0918	1.0449
No log	3.5417	340	0.9681	0.6879	0.9681	0.9839
No log	3.5625	342	0.8208	0.7603	0.8208	0.9060
No log	3.5833	344	0.7364	0.7260	0.7364	0.8581
No log	3.6042	346	0.7839	0.7603	0.7839	0.8854
No log	3.625	348	0.8930	0.7459	0.8930	0.9450
No log	3.6458	350	0.9793	0.7459	0.9793	0.9896
No log	3.6667	352	0.9271	0.7459	0.9271	0.9628
No log	3.6875	354	0.8274	0.6602	0.8274	0.9096
No log	3.7083	356	0.8642	0.6937	0.8642	0.9296
No log	3.7292	358	0.9050	0.6937	0.9050	0.9513
No log	3.75	360	0.8268	0.6602	0.8268	0.9093
No log	3.7708	362	0.7982	0.6667	0.7982	0.8934
No log	3.7917	364	0.8224	0.6711	0.8224	0.9069
No log	3.8125	366	0.9528	0.7459	0.9528	0.9761
No log	3.8333	368	1.1170	0.7667	1.1170	1.0569
No log	3.8542	370	1.1488	0.7774	1.1488	1.0718
No log	3.875	372	1.0052	0.7552	1.0052	1.0026
No log	3.8958	374	0.7586	0.7260	0.7586	0.8710
No log	3.9167	376	0.5963	0.6918	0.5963	0.7722
No log	3.9375	378	0.5916	0.6729	0.5916	0.7692
No log	3.9583	380	0.6754	0.6667	0.6754	0.8218
No log	3.9792	382	0.8009	0.7123	0.8009	0.8950
No log	4.0	384	0.9637	0.72	0.9637	0.9817
No log	4.0208	386	0.9411	0.72	0.9411	0.9701
No log	4.0417	388	0.9025	0.72	0.9025	0.9500
No log	4.0625	390	0.8359	0.72	0.8359	0.9143
No log	4.0833	392	0.8615	0.72	0.8615	0.9282
No log	4.1042	394	0.8593	0.72	0.8593	0.9270
No log	4.125	396	0.8378	0.7123	0.8378	0.9153
No log	4.1458	398	0.7839	0.7123	0.7839	0.8854
No log	4.1667	400	0.8237	0.7459	0.8237	0.9076
No log	4.1875	402	0.8637	0.7459	0.8637	0.9293
No log	4.2083	404	0.8350	0.7123	0.8350	0.9138
No log	4.2292	406	0.7921	0.7123	0.7921	0.8900
No log	4.25	408	0.7800	0.7260	0.7800	0.8832
No log	4.2708	410	0.7039	0.6711	0.7039	0.8390
No log	4.2917	412	0.6846	0.6667	0.6846	0.8274
No log	4.3125	414	0.7091	0.6667	0.7091	0.8421
No log	4.3333	416	0.8026	0.7055	0.8026	0.8959
No log	4.3542	418	0.8673	0.6937	0.8673	0.9313
No log	4.375	420	0.8157	0.6994	0.8157	0.9032
No log	4.3958	422	0.7721	0.6994	0.7721	0.8787
No log	4.4167	424	0.7128	0.7234	0.7128	0.8443
No log	4.4375	426	0.7791	0.6994	0.7791	0.8826
No log	4.4583	428	0.8224	0.7055	0.8224	0.9068
No log	4.4792	430	0.7465	0.6994	0.7465	0.8640
No log	4.5	432	0.6988	0.7423	0.6988	0.8359
No log	4.5208	434	0.7432	0.7055	0.7432	0.8621
No log	4.5417	436	0.8298	0.7459	0.8298	0.9109
No log	4.5625	438	0.8089	0.7459	0.8089	0.8994
No log	4.5833	440	0.7742	0.7423	0.7742	0.8799
No log	4.6042	442	0.7010	0.7423	0.7010	0.8373
No log	4.625	444	0.6043	0.7358	0.6043	0.7774
No log	4.6458	446	0.6164	0.7651	0.6164	0.7851
No log	4.6667	448	0.7319	0.7961	0.7319	0.8555
No log	4.6875	450	0.8110	0.7459	0.8110	0.9006
No log	4.7083	452	0.7836	0.7812	0.7836	0.8852
No log	4.7292	454	0.7541	0.7123	0.7541	0.8684
No log	4.75	456	0.6837	0.7651	0.6837	0.8269
No log	4.7708	458	0.6870	0.7651	0.6870	0.8288
No log	4.7917	460	0.6296	0.7907	0.6296	0.7935
No log	4.8125	462	0.6286	0.7892	0.6286	0.7929
No log	4.8333	464	0.6763	0.7393	0.6763	0.8224
No log	4.8542	466	0.7894	0.7806	0.7894	0.8885
No log	4.875	468	0.8821	0.7806	0.8821	0.9392
No log	4.8958	470	0.8509	0.7806	0.8509	0.9225
No log	4.9167	472	0.7944	0.7529	0.7944	0.8913
No log	4.9375	474	0.8421	0.7806	0.8421	0.9177
No log	4.9583	476	0.9645	0.7485	0.9645	0.9821
No log	4.9792	478	0.9362	0.7459	0.9362	0.9676
No log	5.0	480	0.8866	0.7459	0.8866	0.9416
No log	5.0208	482	0.8383	0.7459	0.8383	0.9156
No log	5.0417	484	0.8056	0.7603	0.8056	0.8975
No log	5.0625	486	0.7382	0.7260	0.7382	0.8592
No log	5.0833	488	0.6889	0.7260	0.6889	0.8300
No log	5.1042	490	0.7343	0.7260	0.7343	0.8569
No log	5.125	492	0.8511	0.7459	0.8511	0.9226
No log	5.1458	494	0.9966	0.7667	0.9966	0.9983
No log	5.1667	496	0.9900	0.7667	0.9900	0.9950
No log	5.1875	498	0.8633	0.7485	0.8633	0.9291
0.4085	5.2083	500	0.6942	0.7322	0.6942	0.8332
0.4085	5.2292	502	0.6154	0.7322	0.6154	0.7845
0.4085	5.25	504	0.6044	0.7322	0.6044	0.7774
0.4085	5.2708	506	0.6184	0.7322	0.6184	0.7864
0.4085	5.2917	508	0.6999	0.7215	0.6999	0.8366
0.4085	5.3125	510	0.8082	0.7183	0.8082	0.8990
0.4085	5.3333	512	0.8247	0.7183	0.8247	0.9081
0.4085	5.3542	514	0.8259	0.7183	0.8259	0.9088
0.4085	5.375	516	0.7502	0.7183	0.7502	0.8661
0.4085	5.3958	518	0.6401	0.7556	0.6401	0.8000
0.4085	5.4167	520	0.5588	0.7393	0.5588	0.7476
0.4085	5.4375	522	0.5785	0.7393	0.5785	0.7606
0.4085	5.4583	524	0.6714	0.7393	0.6714	0.8194
0.4085	5.4792	526	0.7728	0.6706	0.7728	0.8791
0.4085	5.5	528	0.8384	0.7059	0.8384	0.9156
0.4085	5.5208	530	0.8543	0.7059	0.8543	0.9243
0.4085	5.5417	532	0.8408	0.7059	0.8408	0.9169
0.4085	5.5625	534	0.7919	0.7215	0.7919	0.8899
0.4085	5.5833	536	0.8131	0.7215	0.8131	0.9017
0.4085	5.6042	538	0.8347	0.7278	0.8347	0.9136
0.4085	5.625	540	0.7813	0.7278	0.7813	0.8839
0.4085	5.6458	542	0.6976	0.7393	0.6976	0.8352
0.4085	5.6667	544	0.5974	0.7322	0.5974	0.7729
0.4085	5.6875	546	0.5367	0.7322	0.5367	0.7326
0.4085	5.7083	548	0.5362	0.7322	0.5362	0.7323
0.4085	5.7292	550	0.5799	0.7358	0.5799	0.7615
0.4085	5.75	552	0.7019	0.7123	0.7019	0.8378
0.4085	5.7708	554	0.8753	0.7459	0.8753	0.9356
0.4085	5.7917	556	0.9972	0.7667	0.9972	0.9986
0.4085	5.8125	558	0.9780	0.7774	0.9780	0.9890
0.4085	5.8333	560	0.8553	0.7123	0.8553	0.9248
0.4085	5.8542	562	0.7147	0.7123	0.7147	0.8454
0.4085	5.875	564	0.6730	0.7260	0.6730	0.8204
0.4085	5.8958	566	0.6948	0.7123	0.6948	0.8336
0.4085	5.9167	568	0.7401	0.7123	0.7401	0.8603
0.4085	5.9375	570	0.7626	0.72	0.7626	0.8733
0.4085	5.9583	572	0.7863	0.72	0.7863	0.8867
0.4085	5.9792	574	0.7180	0.72	0.7180	0.8474
0.4085	6.0	576	0.6031	0.7260	0.6031	0.7766
0.4085	6.0208	578	0.4997	0.7179	0.4997	0.7069
0.4085	6.0417	580	0.4732	0.7179	0.4732	0.6879
0.4085	6.0625	582	0.5037	0.7907	0.5037	0.7097
0.4085	6.0833	584	0.5790	0.7535	0.5790	0.7609
0.4085	6.1042	586	0.6862	0.7123	0.6862	0.8284
0.4085	6.125	588	0.7989	0.7459	0.7989	0.8938
0.4085	6.1458	590	0.9014	0.7459	0.9014	0.9494
0.4085	6.1667	592	0.8832	0.7459	0.8832	0.9398
0.4085	6.1875	594	0.7839	0.7459	0.7839	0.8854
0.4085	6.2083	596	0.6672	0.7260	0.6672	0.8168
0.4085	6.2292	598	0.6246	0.7260	0.6246	0.7903
0.4085	6.25	600	0.6466	0.7260	0.6466	0.8041
0.4085	6.2708	602	0.6595	0.7260	0.6595	0.8121
0.4085	6.2917	604	0.7211	0.7260	0.7211	0.8492
0.4085	6.3125	606	0.8251	0.7667	0.8251	0.9083
0.4085	6.3333	608	0.8585	0.7774	0.8585	0.9265
0.4085	6.3542	610	0.8032	0.7336	0.8032	0.8962
0.4085	6.375	612	0.6993	0.7260	0.6993	0.8362
0.4085	6.3958	614	0.5995	0.7181	0.5995	0.7743
0.4085	6.4167	616	0.5620	0.7284	0.5620	0.7496
0.4085	6.4375	618	0.5557	0.7284	0.5557	0.7455
0.4085	6.4583	620	0.5698	0.7284	0.5698	0.7548
0.4085	6.4792	622	0.6003	0.7907	0.6003	0.7748
0.4085	6.5	624	0.6448	0.7390	0.6448	0.8030
0.4085	6.5208	626	0.6841	0.7123	0.6841	0.8271
0.4085	6.5417	628	0.6652	0.7390	0.6652	0.8156
0.4085	6.5625	630	0.6404	0.7756	0.6404	0.8002
0.4085	6.5833	632	0.6499	0.7756	0.6499	0.8061
0.4085	6.6042	634	0.6671	0.7756	0.6671	0.8168
0.4085	6.625	636	0.6186	0.7907	0.6186	0.7865
0.4085	6.6458	638	0.5852	0.7907	0.5852	0.7650
0.4085	6.6667	640	0.5217	0.7907	0.5217	0.7223
0.4085	6.6875	642	0.5063	0.7907	0.5063	0.7116
0.4085	6.7083	644	0.5106	0.7907	0.5106	0.7146
0.4085	6.7292	646	0.5537	0.7907	0.5537	0.7441
0.4085	6.75	648	0.6361	0.7756	0.6361	0.7976
0.4085	6.7708	650	0.6658	0.7756	0.6658	0.8160
0.4085	6.7917	652	0.7310	0.8050	0.7310	0.8550
0.4085	6.8125	654	0.7528	0.8050	0.7528	0.8676
0.4085	6.8333	656	0.7180	0.8050	0.7180	0.8474
0.4085	6.8542	658	0.6659	0.7756	0.6659	0.8160
0.4085	6.875	660	0.6707	0.7756	0.6707	0.8190
0.4085	6.8958	662	0.6920	0.7756	0.6920	0.8319
0.4085	6.9167	664	0.7322	0.7390	0.7322	0.8557
0.4085	6.9375	666	0.7388	0.7123	0.7388	0.8596
0.4085	6.9583	668	0.7355	0.7123	0.7355	0.8576
0.4085	6.9792	670	0.7009	0.7260	0.7009	0.8372
0.4085	7.0	672	0.6574	0.7535	0.6574	0.8108
0.4085	7.0208	674	0.6246	0.7535	0.6246	0.7903
0.4085	7.0417	676	0.6078	0.7535	0.6078	0.7796
0.4085	7.0625	678	0.6312	0.7535	0.6312	0.7945
0.4085	7.0833	680	0.6909	0.7348	0.6909	0.8312
0.4085	7.1042	682	0.8093	0.72	0.8093	0.8996
0.4085	7.125	684	0.9246	0.7426	0.9246	0.9616
0.4085	7.1458	686	0.9644	0.7426	0.9644	0.9820
0.4085	7.1667	688	0.9363	0.7426	0.9363	0.9676
0.4085	7.1875	690	0.8591	0.72	0.8591	0.9269
0.4085	7.2083	692	0.7487	0.72	0.7487	0.8653
0.4085	7.2292	694	0.6409	0.7535	0.6409	0.8006
0.4085	7.25	696	0.5696	0.7535	0.5696	0.7547
0.4085	7.2708	698	0.5560	0.7535	0.5560	0.7457
0.4085	7.2917	700	0.5821	0.7535	0.5821	0.7629
0.4085	7.3125	702	0.6404	0.7535	0.6404	0.8002
0.4085	7.3333	704	0.7174	0.7535	0.7174	0.8470
0.4085	7.3542	706	0.7877	0.72	0.7877	0.8875
0.4085	7.375	708	0.8003	0.7123	0.8003	0.8946
0.4085	7.3958	710	0.8093	0.7123	0.8093	0.8996
0.4085	7.4167	712	0.7596	0.7123	0.7596	0.8715
0.4085	7.4375	714	0.6945	0.7535	0.6945	0.8334
0.4085	7.4583	716	0.6543	0.7535	0.6543	0.8089
0.4085	7.4792	718	0.6619	0.7535	0.6619	0.8136
0.4085	7.5	720	0.6642	0.7535	0.6642	0.8150
0.4085	7.5208	722	0.6506	0.7535	0.6506	0.8066
0.4085	7.5417	724	0.6678	0.7535	0.6678	0.8172
0.4085	7.5625	726	0.6917	0.7535	0.6917	0.8317
0.4085	7.5833	728	0.7030	0.7535	0.7030	0.8385
0.4085	7.6042	730	0.6756	0.7535	0.6756	0.8219
0.4085	7.625	732	0.6540	0.7535	0.6540	0.8087
0.4085	7.6458	734	0.6310	0.7535	0.6310	0.7944
0.4085	7.6667	736	0.6471	0.7535	0.6471	0.8044
0.4085	7.6875	738	0.6693	0.7907	0.6693	0.8181
0.4085	7.7083	740	0.7028	0.7756	0.7028	0.8383
0.4085	7.7292	742	0.7120	0.7756	0.7120	0.8438
0.4085	7.75	744	0.7306	0.8050	0.7306	0.8548
0.4085	7.7708	746	0.7661	0.7712	0.7661	0.8752
0.4085	7.7917	748	0.8184	0.7459	0.8184	0.9046
0.4085	7.8125	750	0.8331	0.7459	0.8331	0.9128
0.4085	7.8333	752	0.8154	0.7459	0.8154	0.9030
0.4085	7.8542	754	0.7818	0.7459	0.7818	0.8842
0.4085	7.875	756	0.7424	0.7123	0.7424	0.8616
0.4085	7.8958	758	0.6948	0.7260	0.6948	0.8336
0.4085	7.9167	760	0.6425	0.7260	0.6425	0.8016
0.4085	7.9375	762	0.6145	0.7260	0.6145	0.7839
0.4085	7.9583	764	0.6142	0.7535	0.6142	0.7837
0.4085	7.9792	766	0.6276	0.7260	0.6276	0.7922
0.4085	8.0	768	0.6695	0.7260	0.6695	0.8182
0.4085	8.0208	770	0.7213	0.7603	0.7213	0.8493
0.4085	8.0417	772	0.7527	0.7459	0.7527	0.8676
0.4085	8.0625	774	0.7765	0.7459	0.7765	0.8812
0.4085	8.0833	776	0.7626	0.7459	0.7626	0.8733
0.4085	8.1042	778	0.7723	0.7459	0.7723	0.8788
0.4085	8.125	780	0.7920	0.7459	0.7920	0.8900
0.4085	8.1458	782	0.8069	0.7459	0.8069	0.8983
0.4085	8.1667	784	0.7828	0.7459	0.7828	0.8847
0.4085	8.1875	786	0.7742	0.7459	0.7742	0.8799
0.4085	8.2083	788	0.7875	0.7459	0.7875	0.8874
0.4085	8.2292	790	0.7719	0.7459	0.7719	0.8786
0.4085	8.25	792	0.7635	0.7123	0.7635	0.8738
0.4085	8.2708	794	0.7276	0.7123	0.7276	0.8530
0.4085	8.2917	796	0.6935	0.7123	0.6935	0.8328
0.4085	8.3125	798	0.6740	0.7390	0.6740	0.8210
0.4085	8.3333	800	0.6604	0.7390	0.6604	0.8126
0.4085	8.3542	802	0.6721	0.7390	0.6721	0.8198
0.4085	8.375	804	0.6722	0.7390	0.6722	0.8199
0.4085	8.3958	806	0.6580	0.7390	0.6580	0.8111
0.4085	8.4167	808	0.6561	0.7390	0.6561	0.8100
0.4085	8.4375	810	0.6571	0.7390	0.6571	0.8106
0.4085	8.4583	812	0.6692	0.7390	0.6692	0.8181
0.4085	8.4792	814	0.6656	0.7390	0.6656	0.8159
0.4085	8.5	816	0.6554	0.7390	0.6554	0.8096
0.4085	8.5208	818	0.6518	0.7390	0.6518	0.8074
0.4085	8.5417	820	0.6625	0.7390	0.6625	0.8139
0.4085	8.5625	822	0.6526	0.7390	0.6526	0.8079
0.4085	8.5833	824	0.6503	0.7390	0.6503	0.8064
0.4085	8.6042	826	0.6625	0.7390	0.6625	0.8140
0.4085	8.625	828	0.6635	0.7756	0.6635	0.8145
0.4085	8.6458	830	0.6599	0.7756	0.6599	0.8123
0.4085	8.6667	832	0.6664	0.7390	0.6664	0.8163
0.4085	8.6875	834	0.6864	0.7390	0.6864	0.8285
0.4085	8.7083	836	0.6883	0.7390	0.6883	0.8296
0.4085	8.7292	838	0.6829	0.7390	0.6829	0.8264
0.4085	8.75	840	0.6807	0.7756	0.6807	0.8250
0.4085	8.7708	842	0.6695	0.7756	0.6695	0.8182
0.4085	8.7917	844	0.6584	0.7756	0.6584	0.8114
0.4085	8.8125	846	0.6521	0.7756	0.6521	0.8075
0.4085	8.8333	848	0.6354	0.7756	0.6354	0.7971
0.4085	8.8542	850	0.6413	0.7756	0.6413	0.8008
0.4085	8.875	852	0.6635	0.7756	0.6635	0.8146
0.4085	8.8958	854	0.6871	0.7756	0.6871	0.8289
0.4085	8.9167	856	0.7100	0.7390	0.7100	0.8426
0.4085	8.9375	858	0.7214	0.7390	0.7214	0.8493
0.4085	8.9583	860	0.7302	0.7712	0.7302	0.8545
0.4085	8.9792	862	0.7427	0.7459	0.7427	0.8618
0.4085	9.0	864	0.7616	0.7459	0.7616	0.8727
0.4085	9.0208	866	0.7837	0.7459	0.7837	0.8853
0.4085	9.0417	868	0.7912	0.7459	0.7912	0.8895
0.4085	9.0625	870	0.7834	0.7459	0.7834	0.8851
0.4085	9.0833	872	0.7574	0.7459	0.7574	0.8703
0.4085	9.1042	874	0.7213	0.7123	0.7213	0.8493
0.4085	9.125	876	0.6853	0.7390	0.6853	0.8278
0.4085	9.1458	878	0.6508	0.7390	0.6508	0.8067
0.4085	9.1667	880	0.6292	0.7535	0.6292	0.7932
0.4085	9.1875	882	0.6206	0.7535	0.6206	0.7878
0.4085	9.2083	884	0.6139	0.7535	0.6139	0.7835
0.4085	9.2292	886	0.6184	0.7535	0.6184	0.7864
0.4085	9.25	888	0.6313	0.7535	0.6313	0.7945
0.4085	9.2708	890	0.6399	0.7535	0.6399	0.8000
0.4085	9.2917	892	0.6544	0.7390	0.6544	0.8089
0.4085	9.3125	894	0.6647	0.7390	0.6647	0.8153
0.4085	9.3333	896	0.6772	0.7390	0.6772	0.8229
0.4085	9.3542	898	0.6738	0.7390	0.6738	0.8209
0.4085	9.375	900	0.6632	0.7390	0.6632	0.8143
0.4085	9.3958	902	0.6613	0.7390	0.6613	0.8132
0.4085	9.4167	904	0.6657	0.7390	0.6657	0.8159
0.4085	9.4375	906	0.6730	0.7390	0.6730	0.8203
0.4085	9.4583	908	0.6836	0.7390	0.6836	0.8268
0.4085	9.4792	910	0.6916	0.7123	0.6916	0.8316
0.4085	9.5	912	0.6983	0.7123	0.6983	0.8356
0.4085	9.5208	914	0.7040	0.7123	0.7040	0.8390
0.4085	9.5417	916	0.7043	0.7123	0.7043	0.8392
0.4085	9.5625	918	0.7091	0.7123	0.7091	0.8421
0.4085	9.5833	920	0.7166	0.7123	0.7166	0.8465
0.4085	9.6042	922	0.7205	0.7123	0.7205	0.8488
0.4085	9.625	924	0.7289	0.7123	0.7289	0.8537
0.4085	9.6458	926	0.7355	0.7123	0.7355	0.8576
0.4085	9.6667	928	0.7351	0.7123	0.7351	0.8574
0.4085	9.6875	930	0.7360	0.7123	0.7360	0.8579
0.4085	9.7083	932	0.7324	0.7123	0.7324	0.8558
0.4085	9.7292	934	0.7303	0.7123	0.7303	0.8546
0.4085	9.75	936	0.7264	0.7123	0.7264	0.8523
0.4085	9.7708	938	0.7191	0.7123	0.7191	0.8480
0.4085	9.7917	940	0.7147	0.7123	0.7147	0.8454
0.4085	9.8125	942	0.7104	0.7123	0.7104	0.8428
0.4085	9.8333	944	0.7096	0.7123	0.7096	0.8424
0.4085	9.8542	946	0.7076	0.7123	0.7076	0.8412
0.4085	9.875	948	0.7054	0.7123	0.7054	0.8399
0.4085	9.8958	950	0.7037	0.7123	0.7037	0.8389
0.4085	9.9167	952	0.7030	0.7123	0.7030	0.8385
0.4085	9.9375	954	0.7020	0.7123	0.7020	0.8378
0.4085	9.9583	956	0.7018	0.7123	0.7018	0.8377
0.4085	9.9792	958	0.7013	0.7123	0.7013	0.8375
0.4085	10.0	960	0.7009	0.7123	0.7009	0.8372

Framework versions

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