ArabicNewSplits5_FineTuningAraBERT_run1_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: 0.7339
• Qwk: 0.4944
• Mse: 0.7339
• Rmse: 0.8567

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	4.3665	-0.0169	4.3665	2.0896
No log	0.04	4	2.7484	-0.0140	2.7484	1.6578
No log	0.06	6	1.8249	-0.0448	1.8249	1.3509
No log	0.08	8	2.1396	-0.0455	2.1396	1.4627
No log	0.1	10	1.4677	-0.0656	1.4677	1.2115
No log	0.12	12	1.1227	0.0196	1.1227	1.0596
No log	0.14	14	1.2025	0.0360	1.2025	1.0966
No log	0.16	16	1.5011	0.1008	1.5011	1.2252
No log	0.18	18	1.3216	0.1296	1.3216	1.1496
No log	0.2	20	1.3193	0.1800	1.3193	1.1486
No log	0.22	22	1.4071	0.1566	1.4071	1.1862
No log	0.24	24	1.3906	0.1464	1.3906	1.1793
No log	0.26	26	1.6753	0.1686	1.6753	1.2943
No log	0.28	28	1.4963	0.1360	1.4963	1.2232
No log	0.3	30	1.0491	0.1290	1.0491	1.0242
No log	0.32	32	0.7664	0.2919	0.7664	0.8754
No log	0.34	34	0.7263	0.2926	0.7263	0.8522
No log	0.36	36	0.8026	0.1346	0.8026	0.8959
No log	0.38	38	1.0035	0.1096	1.0035	1.0018
No log	0.4	40	1.2514	0.0812	1.2514	1.1186
No log	0.42	42	1.4368	0.1251	1.4368	1.1987
No log	0.44	44	1.4196	0.1477	1.4196	1.1915
No log	0.46	46	1.2378	0.1663	1.2378	1.1126
No log	0.48	48	1.0496	0.1971	1.0496	1.0245
No log	0.5	50	1.0320	0.1726	1.0320	1.0159
No log	0.52	52	1.1393	0.1980	1.1393	1.0674
No log	0.54	54	1.4774	0.2161	1.4774	1.2155
No log	0.56	56	1.8165	0.1979	1.8165	1.3478
No log	0.58	58	1.5416	0.2214	1.5416	1.2416
No log	0.6	60	1.3007	0.2608	1.3007	1.1405
No log	0.62	62	1.0406	0.3258	1.0406	1.0201
No log	0.64	64	0.9849	0.3682	0.9849	0.9924
No log	0.66	66	1.2906	0.2851	1.2906	1.1360
No log	0.68	68	1.2482	0.2903	1.2482	1.1172
No log	0.7	70	1.3208	0.2879	1.3208	1.1493
No log	0.72	72	1.2071	0.2859	1.2071	1.0987
No log	0.74	74	0.8153	0.3107	0.8153	0.9029
No log	0.76	76	0.6920	0.2904	0.6920	0.8319
No log	0.78	78	0.7759	0.3235	0.7759	0.8809
No log	0.8	80	1.0898	0.2411	1.0898	1.0440
No log	0.82	82	1.1630	0.2399	1.1630	1.0784
No log	0.84	84	1.1229	0.2348	1.1229	1.0597
No log	0.86	86	0.9638	0.2454	0.9638	0.9817
No log	0.88	88	0.8206	0.2818	0.8206	0.9059
No log	0.9	90	0.8330	0.3339	0.8330	0.9127
No log	0.92	92	0.7125	0.3812	0.7125	0.8441
No log	0.94	94	0.6213	0.4733	0.6213	0.7882
No log	0.96	96	0.7327	0.4392	0.7327	0.8560
No log	0.98	98	0.8160	0.3844	0.8160	0.9033
No log	1.0	100	0.6995	0.4426	0.6995	0.8364
No log	1.02	102	0.7254	0.4423	0.7254	0.8517
No log	1.04	104	0.8480	0.3658	0.8480	0.9209
No log	1.06	106	1.1117	0.3177	1.1117	1.0544
No log	1.08	108	1.1086	0.3141	1.1086	1.0529
No log	1.1	110	0.9854	0.3697	0.9854	0.9927
No log	1.12	112	0.6878	0.5	0.6878	0.8293
No log	1.1400	114	0.6529	0.4227	0.6529	0.8080
No log	1.16	116	0.6519	0.3838	0.6519	0.8074
No log	1.18	118	0.6737	0.3377	0.6737	0.8208
No log	1.2	120	0.7211	0.2980	0.7211	0.8492
No log	1.22	122	0.7253	0.3322	0.7253	0.8516
No log	1.24	124	0.8835	0.2838	0.8835	0.9400
No log	1.26	126	0.9150	0.2966	0.9150	0.9565
No log	1.28	128	0.7651	0.4283	0.7651	0.8747
No log	1.3	130	0.7613	0.4049	0.7613	0.8725
No log	1.32	132	0.8156	0.3732	0.8156	0.9031
No log	1.34	134	0.8477	0.3280	0.8477	0.9207
No log	1.3600	136	0.8254	0.3461	0.8254	0.9085
No log	1.38	138	0.8308	0.3450	0.8308	0.9115
No log	1.4	140	0.8526	0.3433	0.8526	0.9234
No log	1.42	142	0.8789	0.3157	0.8789	0.9375
No log	1.44	144	0.8467	0.3334	0.8467	0.9202
No log	1.46	146	0.8585	0.3124	0.8585	0.9266
No log	1.48	148	0.8775	0.3268	0.8775	0.9368
No log	1.5	150	0.9134	0.3049	0.9134	0.9557
No log	1.52	152	0.9019	0.2948	0.9019	0.9497
No log	1.54	154	0.9928	0.1970	0.9928	0.9964
No log	1.56	156	1.0151	0.1720	1.0151	1.0075
No log	1.58	158	0.8803	0.3038	0.8803	0.9383
No log	1.6	160	0.9704	0.2481	0.9704	0.9851
No log	1.62	162	1.0242	0.2829	1.0242	1.0120
No log	1.6400	164	0.8916	0.3412	0.8916	0.9442
No log	1.6600	166	1.2075	0.2698	1.2075	1.0989
No log	1.6800	168	1.6171	0.1829	1.6171	1.2716
No log	1.7	170	1.6242	0.2050	1.6242	1.2744
No log	1.72	172	1.2412	0.2440	1.2412	1.1141
No log	1.74	174	0.8414	0.3263	0.8414	0.9173
No log	1.76	176	0.8210	0.4374	0.8210	0.9061
No log	1.78	178	0.8079	0.4311	0.8079	0.8988
No log	1.8	180	0.8147	0.4108	0.8147	0.9026
No log	1.8200	182	1.1623	0.3178	1.1623	1.0781
No log	1.8400	184	1.7990	0.1975	1.7990	1.3413
No log	1.8600	186	1.9465	0.1674	1.9465	1.3952
No log	1.88	188	1.6232	0.2010	1.6232	1.2740
No log	1.9	190	1.0748	0.3308	1.0748	1.0367
No log	1.92	192	0.7510	0.3811	0.7510	0.8666
No log	1.94	194	0.7423	0.3686	0.7423	0.8616
No log	1.96	196	0.7691	0.3405	0.7691	0.8770
No log	1.98	198	0.7982	0.3773	0.7982	0.8934
No log	2.0	200	0.9028	0.3771	0.9028	0.9502
No log	2.02	202	0.9439	0.3438	0.9439	0.9715
No log	2.04	204	1.0101	0.3277	1.0101	1.0050
No log	2.06	206	1.1291	0.3235	1.1291	1.0626
No log	2.08	208	1.1474	0.3276	1.1474	1.0712
No log	2.1	210	1.1147	0.3103	1.1147	1.0558
No log	2.12	212	1.0920	0.3436	1.0920	1.0450
No log	2.14	214	1.0359	0.3571	1.0359	1.0178
No log	2.16	216	0.8472	0.3759	0.8472	0.9204
No log	2.18	218	0.7234	0.3798	0.7234	0.8505
No log	2.2	220	0.7203	0.3864	0.7203	0.8487
No log	2.22	222	0.7523	0.3723	0.7523	0.8674
No log	2.24	224	0.8010	0.3918	0.8010	0.8950
No log	2.26	226	0.9307	0.3540	0.9307	0.9647
No log	2.2800	228	1.0848	0.3186	1.0848	1.0416
No log	2.3	230	1.2073	0.3041	1.2073	1.0988
No log	2.32	232	1.0986	0.3434	1.0986	1.0481
No log	2.34	234	0.9447	0.3702	0.9447	0.9719
No log	2.36	236	0.9435	0.3869	0.9435	0.9714
No log	2.38	238	1.0175	0.3530	1.0175	1.0087
No log	2.4	240	1.0233	0.3363	1.0233	1.0116
No log	2.42	242	0.9139	0.4046	0.9139	0.9560
No log	2.44	244	0.8812	0.4114	0.8812	0.9387
No log	2.46	246	1.0249	0.3643	1.0249	1.0124
No log	2.48	248	1.0207	0.3723	1.0207	1.0103
No log	2.5	250	0.9086	0.3632	0.9086	0.9532
No log	2.52	252	0.8890	0.4090	0.8890	0.9429
No log	2.54	254	0.9689	0.3322	0.9689	0.9843
No log	2.56	256	0.9697	0.3656	0.9697	0.9847
No log	2.58	258	0.9151	0.4141	0.9151	0.9566
No log	2.6	260	0.9296	0.4052	0.9296	0.9641
No log	2.62	262	1.0384	0.3674	1.0384	1.0190
No log	2.64	264	1.1206	0.3140	1.1206	1.0586
No log	2.66	266	1.0656	0.3558	1.0656	1.0323
No log	2.68	268	0.9212	0.4122	0.9212	0.9598
No log	2.7	270	0.8876	0.3934	0.8876	0.9421
No log	2.7200	272	0.9519	0.3919	0.9519	0.9757
No log	2.74	274	0.9389	0.3630	0.9389	0.9690
No log	2.76	276	0.8803	0.3141	0.8803	0.9383
No log	2.7800	278	0.8210	0.4336	0.8210	0.9061
No log	2.8	280	0.8603	0.3849	0.8603	0.9275
No log	2.82	282	0.8757	0.3619	0.8757	0.9358
No log	2.84	284	0.8083	0.4300	0.8083	0.8991
No log	2.86	286	0.7607	0.4171	0.7607	0.8722
No log	2.88	288	0.7769	0.3875	0.7769	0.8814
No log	2.9	290	0.7464	0.3928	0.7464	0.8639
No log	2.92	292	0.7043	0.4018	0.7043	0.8392
No log	2.94	294	0.7516	0.4264	0.7516	0.8670
No log	2.96	296	0.9435	0.3887	0.9435	0.9713
No log	2.98	298	1.1089	0.3394	1.1089	1.0530
No log	3.0	300	1.1659	0.3105	1.1659	1.0798
No log	3.02	302	1.0534	0.3194	1.0534	1.0263
No log	3.04	304	0.8711	0.4133	0.8711	0.9333
No log	3.06	306	0.7273	0.4220	0.7273	0.8528
No log	3.08	308	0.6924	0.4131	0.6924	0.8321
No log	3.1	310	0.7008	0.4464	0.7008	0.8371
No log	3.12	312	0.6977	0.4439	0.6977	0.8353
No log	3.14	314	0.6981	0.4510	0.6981	0.8355
No log	3.16	316	0.7728	0.4517	0.7728	0.8791
No log	3.18	318	0.9328	0.4011	0.9328	0.9658
No log	3.2	320	0.9841	0.4243	0.9841	0.9920
No log	3.22	322	0.8793	0.4277	0.8793	0.9377
No log	3.24	324	0.7625	0.4766	0.7625	0.8732
No log	3.26	326	0.6979	0.4221	0.6979	0.8354
No log	3.2800	328	0.7004	0.4633	0.7004	0.8369
No log	3.3	330	0.7218	0.4754	0.7218	0.8496
No log	3.32	332	0.7300	0.4618	0.7300	0.8544
No log	3.34	334	0.7537	0.4633	0.7537	0.8681
No log	3.36	336	0.7724	0.4689	0.7724	0.8789
No log	3.38	338	0.8084	0.4038	0.8084	0.8991
No log	3.4	340	0.8593	0.4138	0.8593	0.9270
No log	3.42	342	0.8584	0.3965	0.8584	0.9265
No log	3.44	344	0.8192	0.4015	0.8192	0.9051
No log	3.46	346	0.8012	0.4355	0.8012	0.8951
No log	3.48	348	0.8199	0.4394	0.8199	0.9055
No log	3.5	350	0.8227	0.4510	0.8227	0.9070
No log	3.52	352	0.8024	0.4413	0.8024	0.8958
No log	3.54	354	0.7802	0.4415	0.7802	0.8833
No log	3.56	356	0.7522	0.4358	0.7522	0.8673
No log	3.58	358	0.7235	0.4380	0.7235	0.8506
No log	3.6	360	0.7028	0.4235	0.7028	0.8383
No log	3.62	362	0.7053	0.4239	0.7053	0.8398
No log	3.64	364	0.7177	0.4081	0.7177	0.8472
No log	3.66	366	0.7667	0.4150	0.7667	0.8756
No log	3.68	368	0.7886	0.4387	0.7886	0.8880
No log	3.7	370	0.7609	0.4349	0.7609	0.8723
No log	3.7200	372	0.7110	0.4124	0.7110	0.8432
No log	3.74	374	0.7223	0.4553	0.7223	0.8499
No log	3.76	376	0.7462	0.4681	0.7462	0.8638
No log	3.7800	378	0.7562	0.4455	0.7562	0.8696
No log	3.8	380	0.8021	0.4226	0.8021	0.8956
No log	3.82	382	0.8177	0.4226	0.8177	0.9043
No log	3.84	384	0.8195	0.4345	0.8195	0.9052
No log	3.86	386	0.8160	0.4448	0.8160	0.9033
No log	3.88	388	0.7752	0.4268	0.7752	0.8804
No log	3.9	390	0.7223	0.4423	0.7223	0.8499
No log	3.92	392	0.6972	0.4213	0.6972	0.8350
No log	3.94	394	0.7053	0.4582	0.7053	0.8398
No log	3.96	396	0.6702	0.4582	0.6702	0.8187
No log	3.98	398	0.6448	0.4520	0.6448	0.8030
No log	4.0	400	0.6258	0.4316	0.6258	0.7911
No log	4.02	402	0.6088	0.4749	0.6088	0.7802
No log	4.04	404	0.6114	0.4762	0.6114	0.7819
No log	4.06	406	0.6373	0.5013	0.6373	0.7983
No log	4.08	408	0.6561	0.4913	0.6561	0.8100
No log	4.1	410	0.6834	0.4832	0.6834	0.8267
No log	4.12	412	0.7118	0.4669	0.7118	0.8437
No log	4.14	414	0.7219	0.4838	0.7219	0.8496
No log	4.16	416	0.7381	0.4884	0.7381	0.8591
No log	4.18	418	0.7708	0.4779	0.7708	0.8779
No log	4.2	420	0.7523	0.4884	0.7523	0.8674
No log	4.22	422	0.7212	0.4827	0.7212	0.8492
No log	4.24	424	0.6957	0.4814	0.6957	0.8341
No log	4.26	426	0.6793	0.4779	0.6793	0.8242
No log	4.28	428	0.6577	0.4792	0.6577	0.8110
No log	4.3	430	0.6841	0.4877	0.6841	0.8271
No log	4.32	432	0.7634	0.4725	0.7634	0.8737
No log	4.34	434	0.8338	0.4520	0.8338	0.9131
No log	4.36	436	0.8327	0.4236	0.8327	0.9125
No log	4.38	438	0.7591	0.4444	0.7591	0.8713
No log	4.4	440	0.7164	0.4711	0.7164	0.8464
No log	4.42	442	0.7493	0.5042	0.7493	0.8656
No log	4.44	444	0.7882	0.4980	0.7882	0.8878
No log	4.46	446	0.7854	0.5158	0.7854	0.8862
No log	4.48	448	0.7695	0.4912	0.7695	0.8772
No log	4.5	450	0.7498	0.4455	0.7498	0.8659
No log	4.52	452	0.7626	0.4090	0.7626	0.8733
No log	4.54	454	0.7739	0.4088	0.7739	0.8797
No log	4.5600	456	0.7628	0.4264	0.7628	0.8734
No log	4.58	458	0.7534	0.4456	0.7534	0.8680
No log	4.6	460	0.7505	0.4508	0.7505	0.8663
No log	4.62	462	0.7332	0.4782	0.7332	0.8563
No log	4.64	464	0.7343	0.4884	0.7343	0.8569
No log	4.66	466	0.7452	0.4446	0.7452	0.8633
No log	4.68	468	0.7516	0.4591	0.7516	0.8670
No log	4.7	470	0.7708	0.4740	0.7708	0.8780
No log	4.72	472	0.7850	0.4819	0.7850	0.8860
No log	4.74	474	0.7967	0.4873	0.7967	0.8926
No log	4.76	476	0.7694	0.4605	0.7694	0.8772
No log	4.78	478	0.7544	0.4505	0.7544	0.8686
No log	4.8	480	0.7741	0.4527	0.7741	0.8798
No log	4.82	482	0.7797	0.4495	0.7797	0.8830
No log	4.84	484	0.7493	0.4527	0.7493	0.8656
No log	4.86	486	0.7272	0.4580	0.7272	0.8528
No log	4.88	488	0.7170	0.4974	0.7170	0.8467
No log	4.9	490	0.7056	0.4856	0.7056	0.8400
No log	4.92	492	0.7130	0.5014	0.7130	0.8444
No log	4.9400	494	0.7298	0.5189	0.7298	0.8543
No log	4.96	496	0.7115	0.5023	0.7115	0.8435
No log	4.98	498	0.6962	0.5035	0.6962	0.8344
0.4872	5.0	500	0.7024	0.4920	0.7024	0.8381
0.4872	5.02	502	0.7223	0.5043	0.7223	0.8499
0.4872	5.04	504	0.7382	0.4969	0.7382	0.8592
0.4872	5.06	506	0.7510	0.5043	0.7510	0.8666
0.4872	5.08	508	0.7545	0.4863	0.7545	0.8686
0.4872	5.1	510	0.7668	0.4749	0.7668	0.8757
0.4872	5.12	512	0.7750	0.4793	0.7750	0.8803
0.4872	5.14	514	0.7857	0.5017	0.7857	0.8864
0.4872	5.16	516	0.8007	0.4790	0.8007	0.8948
0.4872	5.18	518	0.7896	0.4942	0.7896	0.8886
0.4872	5.2	520	0.7559	0.4710	0.7559	0.8695
0.4872	5.22	522	0.7383	0.4530	0.7383	0.8592
0.4872	5.24	524	0.7271	0.4689	0.7271	0.8527
0.4872	5.26	526	0.7318	0.4899	0.7318	0.8555
0.4872	5.28	528	0.7577	0.4932	0.7577	0.8704
0.4872	5.3	530	0.7760	0.4925	0.7760	0.8809
0.4872	5.32	532	0.7684	0.4932	0.7684	0.8766
0.4872	5.34	534	0.7661	0.5109	0.7661	0.8752
0.4872	5.36	536	0.7694	0.5059	0.7694	0.8771
0.4872	5.38	538	0.7611	0.5059	0.7611	0.8724
0.4872	5.4	540	0.7564	0.4937	0.7564	0.8697
0.4872	5.42	542	0.7548	0.4986	0.7548	0.8688
0.4872	5.44	544	0.7539	0.4852	0.7539	0.8683
0.4872	5.46	546	0.7440	0.4705	0.7440	0.8625
0.4872	5.48	548	0.7471	0.4705	0.7471	0.8644
0.4872	5.5	550	0.7383	0.4705	0.7383	0.8593
0.4872	5.52	552	0.7285	0.4782	0.7285	0.8535
0.4872	5.54	554	0.7220	0.4455	0.7220	0.8497
0.4872	5.5600	556	0.7182	0.4282	0.7182	0.8475
0.4872	5.58	558	0.7143	0.4179	0.7143	0.8452
0.4872	5.6	560	0.7100	0.4438	0.7100	0.8426
0.4872	5.62	562	0.7152	0.4438	0.7152	0.8457
0.4872	5.64	564	0.7126	0.4420	0.7126	0.8442
0.4872	5.66	566	0.7196	0.4338	0.7196	0.8483
0.4872	5.68	568	0.7133	0.4338	0.7133	0.8446
0.4872	5.7	570	0.7074	0.4179	0.7074	0.8411
0.4872	5.72	572	0.7032	0.4283	0.7032	0.8386
0.4872	5.74	574	0.7082	0.4099	0.7082	0.8415
0.4872	5.76	576	0.7111	0.4032	0.7111	0.8432
0.4872	5.78	578	0.7132	0.3891	0.7132	0.8445
0.4872	5.8	580	0.7175	0.4196	0.7175	0.8470
0.4872	5.82	582	0.7145	0.3989	0.7145	0.8453
0.4872	5.84	584	0.7148	0.3989	0.7148	0.8454
0.4872	5.86	586	0.7121	0.3784	0.7121	0.8438
0.4872	5.88	588	0.7154	0.3940	0.7154	0.8458
0.4872	5.9	590	0.7159	0.3940	0.7159	0.8461
0.4872	5.92	592	0.7058	0.3918	0.7058	0.8401
0.4872	5.9400	594	0.6904	0.3989	0.6904	0.8309
0.4872	5.96	596	0.6873	0.4738	0.6873	0.8290
0.4872	5.98	598	0.6919	0.4738	0.6919	0.8318
0.4872	6.0	600	0.7109	0.4792	0.7109	0.8431
0.4872	6.02	602	0.7189	0.4491	0.7189	0.8479
0.4872	6.04	604	0.7399	0.4297	0.7399	0.8602
0.4872	6.06	606	0.7623	0.4676	0.7623	0.8731
0.4872	6.08	608	0.7775	0.4822	0.7775	0.8818
0.4872	6.1	610	0.7691	0.4717	0.7691	0.8770
0.4872	6.12	612	0.7711	0.4574	0.7711	0.8781
0.4872	6.14	614	0.7636	0.4502	0.7636	0.8739
0.4872	6.16	616	0.7498	0.4505	0.7498	0.8659
0.4872	6.18	618	0.7465	0.4498	0.7465	0.8640
0.4872	6.2	620	0.7363	0.4722	0.7363	0.8581
0.4872	6.22	622	0.7233	0.4344	0.7233	0.8505
0.4872	6.24	624	0.7070	0.4501	0.7070	0.8408
0.4872	6.26	626	0.6914	0.4458	0.6914	0.8315
0.4872	6.28	628	0.6972	0.4298	0.6972	0.8350
0.4872	6.3	630	0.7027	0.4667	0.7027	0.8383
0.4872	6.32	632	0.7174	0.4773	0.7174	0.8470
0.4872	6.34	634	0.7269	0.4899	0.7269	0.8526
0.4872	6.36	636	0.7467	0.4874	0.7467	0.8641
0.4872	6.38	638	0.7350	0.4773	0.7350	0.8573
0.4872	6.4	640	0.7275	0.4686	0.7275	0.8529
0.4872	6.42	642	0.7269	0.4508	0.7269	0.8526
0.4872	6.44	644	0.7161	0.4491	0.7161	0.8462
0.4872	6.46	646	0.6975	0.4181	0.6975	0.8351
0.4872	6.48	648	0.6950	0.4419	0.6950	0.8337
0.4872	6.5	650	0.6900	0.4260	0.6900	0.8307
0.4872	6.52	652	0.6993	0.4181	0.6993	0.8363
0.4872	6.54	654	0.7006	0.4397	0.7006	0.8370
0.4872	6.5600	656	0.7028	0.4397	0.7028	0.8383
0.4872	6.58	658	0.6995	0.4397	0.6995	0.8363
0.4872	6.6	660	0.7062	0.4910	0.7062	0.8404
0.4872	6.62	662	0.7162	0.4991	0.7162	0.8463
0.4872	6.64	664	0.7233	0.4991	0.7233	0.8505
0.4872	6.66	666	0.7231	0.4942	0.7231	0.8503
0.4872	6.68	668	0.7420	0.4835	0.7420	0.8614
0.4872	6.7	670	0.7643	0.4892	0.7643	0.8743
0.4872	6.72	672	0.7837	0.5006	0.7837	0.8853
0.4872	6.74	674	0.8126	0.5006	0.8126	0.9015
0.4872	6.76	676	0.8341	0.4997	0.8341	0.9133
0.4872	6.78	678	0.8209	0.4909	0.8209	0.9060
0.4872	6.8	680	0.7931	0.5163	0.7931	0.8906
0.4872	6.82	682	0.7627	0.4834	0.7627	0.8733
0.4872	6.84	684	0.7539	0.4834	0.7539	0.8683
0.4872	6.86	686	0.7491	0.4749	0.7491	0.8655
0.4872	6.88	688	0.7610	0.5144	0.7610	0.8724
0.4872	6.9	690	0.7916	0.4742	0.7916	0.8897
0.4872	6.92	692	0.8047	0.4699	0.8047	0.8971
0.4872	6.9400	694	0.8097	0.4751	0.8097	0.8998
0.4872	6.96	696	0.8123	0.4693	0.8123	0.9013
0.4872	6.98	698	0.7976	0.5023	0.7976	0.8931
0.4872	7.0	700	0.7813	0.5075	0.7813	0.8839
0.4872	7.02	702	0.7722	0.5017	0.7722	0.8787
0.4872	7.04	704	0.7603	0.5009	0.7603	0.8719
0.4872	7.06	706	0.7503	0.5009	0.7503	0.8662
0.4872	7.08	708	0.7541	0.5075	0.7541	0.8684
0.4872	7.1	710	0.7434	0.4827	0.7434	0.8622
0.4872	7.12	712	0.7416	0.4827	0.7416	0.8612
0.4872	7.14	714	0.7473	0.5127	0.7473	0.8645
0.4872	7.16	716	0.7333	0.5	0.7333	0.8564
0.4872	7.18	718	0.7156	0.4646	0.7156	0.8459
0.4872	7.2	720	0.7084	0.4434	0.7084	0.8417
0.4872	7.22	722	0.7078	0.4576	0.7078	0.8413
0.4872	7.24	724	0.7078	0.4415	0.7078	0.8413
0.4872	7.26	726	0.7091	0.4395	0.7091	0.8421
0.4872	7.28	728	0.7132	0.4792	0.7132	0.8445
0.4872	7.3	730	0.7301	0.4912	0.7301	0.8545
0.4872	7.32	732	0.7334	0.5042	0.7334	0.8564
0.4872	7.34	734	0.7179	0.4713	0.7179	0.8473
0.4872	7.36	736	0.7064	0.4627	0.7064	0.8404
0.4872	7.38	738	0.7046	0.4627	0.7046	0.8394
0.4872	7.4	740	0.7174	0.4804	0.7174	0.8470
0.4872	7.42	742	0.7442	0.5169	0.7442	0.8627
0.4872	7.44	744	0.7584	0.5147	0.7584	0.8709
0.4872	7.46	746	0.7554	0.5147	0.7554	0.8691
0.4872	7.48	748	0.7398	0.5169	0.7398	0.8601
0.4872	7.5	750	0.7240	0.4804	0.7240	0.8509
0.4872	7.52	752	0.7062	0.4511	0.7062	0.8403
0.4872	7.54	754	0.7048	0.4530	0.7048	0.8395
0.4872	7.5600	756	0.7101	0.4569	0.7101	0.8426
0.4872	7.58	758	0.7195	0.4804	0.7195	0.8482
0.4872	7.6	760	0.7230	0.4932	0.7230	0.8503
0.4872	7.62	762	0.7192	0.4932	0.7192	0.8481
0.4872	7.64	764	0.7103	0.4569	0.7103	0.8428
0.4872	7.66	766	0.7048	0.4527	0.7048	0.8395
0.4872	7.68	768	0.7093	0.4546	0.7093	0.8422
0.4872	7.7	770	0.7144	0.4622	0.7144	0.8452
0.4872	7.72	772	0.7131	0.4654	0.7131	0.8444
0.4872	7.74	774	0.7148	0.4654	0.7148	0.8454
0.4872	7.76	776	0.7183	0.4598	0.7183	0.8475
0.4872	7.78	778	0.7223	0.4524	0.7223	0.8499
0.4872	7.8	780	0.7241	0.4603	0.7241	0.8509
0.4872	7.82	782	0.7272	0.5026	0.7272	0.8528
0.4872	7.84	784	0.7218	0.5186	0.7218	0.8496
0.4872	7.86	786	0.7257	0.5175	0.7257	0.8519
0.4872	7.88	788	0.7285	0.5158	0.7285	0.8535
0.4872	7.9	790	0.7161	0.5234	0.7161	0.8463
0.4872	7.92	792	0.7067	0.5245	0.7067	0.8407
0.4872	7.9400	794	0.6923	0.5060	0.6923	0.8321
0.4872	7.96	796	0.6739	0.4822	0.6739	0.8209
0.4872	7.98	798	0.6687	0.4514	0.6687	0.8177
0.4872	8.0	800	0.6715	0.4533	0.6715	0.8194
0.4872	8.02	802	0.6782	0.4533	0.6782	0.8235
0.4872	8.04	804	0.6831	0.4511	0.6831	0.8265
0.4872	8.06	806	0.6896	0.4603	0.6896	0.8304
0.4872	8.08	808	0.7071	0.4845	0.7071	0.8409
0.4872	8.1	810	0.7246	0.5187	0.7246	0.8512
0.4872	8.12	812	0.7395	0.5244	0.7395	0.8599
0.4872	8.14	814	0.7443	0.5244	0.7443	0.8628
0.4872	8.16	816	0.7512	0.5248	0.7512	0.8667
0.4872	8.18	818	0.7498	0.5192	0.7498	0.8659
0.4872	8.2	820	0.7602	0.5192	0.7602	0.8719
0.4872	8.22	822	0.7683	0.5248	0.7683	0.8765
0.4872	8.24	824	0.7760	0.5248	0.7760	0.8809
0.4872	8.26	826	0.7739	0.5248	0.7739	0.8797
0.4872	8.28	828	0.7744	0.5260	0.7744	0.8800
0.4872	8.3	830	0.7662	0.5203	0.7662	0.8753
0.4872	8.32	832	0.7686	0.5260	0.7686	0.8767
0.4872	8.34	834	0.7730	0.5260	0.7730	0.8792
0.4872	8.36	836	0.7635	0.5260	0.7635	0.8738
0.4872	8.38	838	0.7593	0.5260	0.7593	0.8714
0.4872	8.4	840	0.7582	0.5260	0.7582	0.8707
0.4872	8.42	842	0.7556	0.5260	0.7556	0.8693
0.4872	8.44	844	0.7468	0.5255	0.7468	0.8642
0.4872	8.46	846	0.7491	0.5255	0.7491	0.8655
0.4872	8.48	848	0.7567	0.5097	0.7567	0.8699
0.4872	8.5	850	0.7575	0.5080	0.7575	0.8703
0.4872	8.52	852	0.7631	0.5080	0.7631	0.8736
0.4872	8.54	854	0.7612	0.5080	0.7612	0.8725
0.4872	8.56	856	0.7563	0.5080	0.7563	0.8697
0.4872	8.58	858	0.7520	0.5080	0.7520	0.8672
0.4872	8.6	860	0.7437	0.5317	0.7437	0.8624
0.4872	8.62	862	0.7356	0.5083	0.7356	0.8576
0.4872	8.64	864	0.7413	0.5083	0.7413	0.8610
0.4872	8.66	866	0.7540	0.5073	0.7540	0.8684
0.4872	8.68	868	0.7653	0.5232	0.7653	0.8748
0.4872	8.7	870	0.7722	0.5232	0.7722	0.8788
0.4872	8.72	872	0.7727	0.5080	0.7727	0.8790
0.4872	8.74	874	0.7719	0.5080	0.7719	0.8786
0.4872	8.76	876	0.7675	0.5080	0.7675	0.8761
0.4872	8.78	878	0.7618	0.5154	0.7618	0.8728
0.4872	8.8	880	0.7649	0.5080	0.7649	0.8746
0.4872	8.82	882	0.7749	0.5080	0.7749	0.8803
0.4872	8.84	884	0.7742	0.5080	0.7742	0.8799
0.4872	8.86	886	0.7761	0.5080	0.7761	0.8809
0.4872	8.88	888	0.7817	0.4933	0.7817	0.8841
0.4872	8.9	890	0.7807	0.4933	0.7807	0.8836
0.4872	8.92	892	0.7765	0.4941	0.7765	0.8812
0.4872	8.94	894	0.7713	0.5080	0.7713	0.8782
0.4872	8.96	896	0.7706	0.5080	0.7706	0.8778
0.4872	8.98	898	0.7707	0.4941	0.7707	0.8779
0.4872	9.0	900	0.7666	0.5154	0.7666	0.8755
0.4872	9.02	902	0.7650	0.5154	0.7650	0.8746
0.4872	9.04	904	0.7639	0.5154	0.7639	0.8740
0.4872	9.06	906	0.7570	0.5154	0.7570	0.8701
0.4872	9.08	908	0.7474	0.4983	0.7474	0.8645
0.4872	9.1	910	0.7455	0.4991	0.7455	0.8634
0.4872	9.12	912	0.7478	0.4991	0.7478	0.8647
0.4872	9.14	914	0.7534	0.4966	0.7534	0.8680
0.4872	9.16	916	0.7633	0.5154	0.7633	0.8737
0.4872	9.18	918	0.7795	0.4931	0.7795	0.8829
0.4872	9.2	920	0.7909	0.4787	0.7909	0.8893
0.4872	9.22	922	0.7933	0.4787	0.7933	0.8907
0.4872	9.24	924	0.7897	0.4787	0.7897	0.8887
0.4872	9.26	926	0.7816	0.5006	0.7816	0.8841
0.4872	9.28	928	0.7693	0.5160	0.7693	0.8771
0.4872	9.3	930	0.7580	0.5057	0.7580	0.8707
0.4872	9.32	932	0.7499	0.5	0.7499	0.8660
0.4872	9.34	934	0.7414	0.4944	0.7414	0.8610
0.4872	9.36	936	0.7359	0.4912	0.7359	0.8578
0.4872	9.38	938	0.7310	0.4912	0.7310	0.8550
0.4872	9.4	940	0.7263	0.4856	0.7263	0.8523
0.4872	9.42	942	0.7236	0.4856	0.7236	0.8506
0.4872	9.44	944	0.7227	0.4969	0.7227	0.8501
0.4872	9.46	946	0.7261	0.4952	0.7261	0.8521
0.4872	9.48	948	0.7274	0.4942	0.7274	0.8529
0.4872	9.5	950	0.7289	0.4934	0.7289	0.8537
0.4872	9.52	952	0.7340	0.5181	0.7340	0.8567
0.4872	9.54	954	0.7418	0.5158	0.7418	0.8613
0.4872	9.56	956	0.7458	0.5158	0.7458	0.8636
0.4872	9.58	958	0.7473	0.5158	0.7473	0.8645
0.4872	9.6	960	0.7480	0.5158	0.7480	0.8649
0.4872	9.62	962	0.7460	0.5158	0.7460	0.8637
0.4872	9.64	964	0.7426	0.5158	0.7426	0.8617
0.4872	9.66	966	0.7405	0.5158	0.7405	0.8605
0.4872	9.68	968	0.7393	0.5158	0.7393	0.8598
0.4872	9.7	970	0.7372	0.5158	0.7372	0.8586
0.4872	9.72	972	0.7345	0.5234	0.7345	0.8570
0.4872	9.74	974	0.7318	0.5181	0.7318	0.8554
0.4872	9.76	976	0.7305	0.4991	0.7305	0.8547
0.4872	9.78	978	0.7303	0.4934	0.7303	0.8546
0.4872	9.8	980	0.7300	0.4952	0.7300	0.8544
0.4872	9.82	982	0.7308	0.4944	0.7308	0.8549
0.4872	9.84	984	0.7317	0.4934	0.7317	0.8554
0.4872	9.86	986	0.7325	0.4991	0.7325	0.8559
0.4872	9.88	988	0.7331	0.4991	0.7331	0.8562
0.4872	9.9	990	0.7333	0.4991	0.7333	0.8563
0.4872	9.92	992	0.7336	0.4991	0.7336	0.8565
0.4872	9.94	994	0.7336	0.4944	0.7336	0.8565
0.4872	9.96	996	0.7339	0.4944	0.7339	0.8567
0.4872	9.98	998	0.7339	0.4944	0.7339	0.8567
0.0721	10.0	1000	0.7339	0.4944	0.7339	0.8567

Framework versions

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