Arabic_FineTuningAraBERT_AugV4_k4_task3_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: 0.5920
• Qwk: 0.2414
• Mse: 0.5920
• Rmse: 0.7694

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	0.0206	2	3.8022	0.0	3.8022	1.9499
No log	0.0412	4	1.9637	0.0	1.9637	1.4013
No log	0.0619	6	0.8181	0.0403	0.8181	0.9045
No log	0.0825	8	0.6496	0.0	0.6496	0.8060
No log	0.1031	10	0.8122	0.0	0.8122	0.9012
No log	0.1237	12	0.9341	-0.0645	0.9341	0.9665
No log	0.1443	14	0.6942	0.0	0.6942	0.8332
No log	0.1649	16	0.6241	0.0	0.6241	0.7900
No log	0.1856	18	0.6217	0.0	0.6217	0.7885
No log	0.2062	20	0.7036	0.0	0.7036	0.8388
No log	0.2268	22	0.9064	0.3613	0.9064	0.9521
No log	0.2474	24	1.0335	0.0928	1.0335	1.0166
No log	0.2680	26	1.1727	0.0	1.1727	1.0829
No log	0.2887	28	1.0038	0.0966	1.0038	1.0019
No log	0.3093	30	0.7072	0.0	0.7072	0.8410
No log	0.3299	32	0.6445	0.0	0.6445	0.8028
No log	0.3505	34	0.7379	0.0	0.7379	0.8590
No log	0.3711	36	0.9360	0.4031	0.9360	0.9675
No log	0.3918	38	0.8845	-0.1748	0.8845	0.9405
No log	0.4124	40	0.7954	-0.2222	0.7954	0.8919
No log	0.4330	42	0.6805	0.0	0.6805	0.8249
No log	0.4536	44	0.7113	0.0	0.7113	0.8434
No log	0.4742	46	0.7220	0.0	0.7220	0.8497
No log	0.4948	48	0.7244	0.0	0.7244	0.8511
No log	0.5155	50	0.6775	0.0	0.6775	0.8231
No log	0.5361	52	0.6786	0.0	0.6786	0.8238
No log	0.5567	54	0.7591	0.0	0.7591	0.8712
No log	0.5773	56	0.7593	0.0	0.7593	0.8714
No log	0.5979	58	0.8345	0.2524	0.8345	0.9135
No log	0.6186	60	0.8675	0.2524	0.8675	0.9314
No log	0.6392	62	0.7563	0.0	0.7563	0.8697
No log	0.6598	64	0.6281	0.0	0.6281	0.7926
No log	0.6804	66	0.6300	0.0	0.6300	0.7937
No log	0.7010	68	0.6550	0.0	0.6550	0.8093
No log	0.7216	70	0.7802	0.0	0.7802	0.8833
No log	0.7423	72	0.8882	0.0388	0.8882	0.9424
No log	0.7629	74	0.9312	0.3613	0.9312	0.9650
No log	0.7835	76	0.8251	0.2524	0.8251	0.9083
No log	0.8041	78	0.7281	0.2667	0.7281	0.8533
No log	0.8247	80	0.6810	0.0	0.6810	0.8252
No log	0.8454	82	0.6479	0.0	0.6479	0.8049
No log	0.8660	84	0.5516	0.0	0.5516	0.7427
No log	0.8866	86	0.5658	0.0	0.5658	0.7522
No log	0.9072	88	0.5537	0.0	0.5537	0.7441
No log	0.9278	90	0.7311	0.2667	0.7311	0.8550
No log	0.9485	92	0.8856	0.3452	0.8856	0.9410
No log	0.9691	94	0.8168	0.2414	0.8168	0.9038
No log	0.9897	96	0.6967	0.2524	0.6967	0.8347
No log	1.0103	98	0.7138	0.2524	0.7138	0.8449
No log	1.0309	100	0.7031	0.2524	0.7031	0.8385
No log	1.0515	102	0.6672	0.2524	0.6672	0.8168
No log	1.0722	104	0.5768	0.0	0.5768	0.7595
No log	1.0928	106	0.6003	0.0	0.6003	0.7748
No log	1.1134	108	0.8234	0.4031	0.8235	0.9074
No log	1.1340	110	0.9637	0.0833	0.9637	0.9817
No log	1.1546	112	1.6319	0.0966	1.6319	1.2775
No log	1.1753	114	1.6665	0.0966	1.6665	1.2909
No log	1.1959	116	0.8898	0.3803	0.8898	0.9433
No log	1.2165	118	0.6955	0.2524	0.6955	0.8340
No log	1.2371	120	0.6357	0.0	0.6357	0.7973
No log	1.2577	122	0.6821	0.0222	0.6821	0.8259
No log	1.2784	124	0.8503	0.2414	0.8503	0.9221
No log	1.2990	126	0.8294	0.2414	0.8294	0.9107
No log	1.3196	128	0.8004	0.2414	0.8004	0.8946
No log	1.3402	130	0.6187	0.2524	0.6187	0.7866
No log	1.3608	132	0.5227	0.0	0.5227	0.7230
No log	1.3814	134	0.5613	0.2667	0.5613	0.7492
No log	1.4021	136	0.8710	0.3613	0.8710	0.9333
No log	1.4227	138	0.9130	0.3613	0.9130	0.9555
No log	1.4433	140	0.5864	0.2524	0.5864	0.7658
No log	1.4639	142	0.5367	0.2667	0.5367	0.7326
No log	1.4845	144	0.5827	0.2524	0.5827	0.7634
No log	1.5052	146	0.6415	0.2414	0.6415	0.8010
No log	1.5258	148	0.5541	0.2524	0.5541	0.7444
No log	1.5464	150	0.5597	0.2524	0.5597	0.7481
No log	1.5670	152	0.7314	0.3613	0.7314	0.8552
No log	1.5876	154	1.1770	0.0884	1.1770	1.0849
No log	1.6082	156	1.0262	0.3452	1.0262	1.0130
No log	1.6289	158	0.7335	0.3613	0.7335	0.8565
No log	1.6495	160	0.5665	0.2524	0.5665	0.7527
No log	1.6701	162	0.4809	0.2524	0.4809	0.6935
No log	1.6907	164	0.5891	0.2524	0.5891	0.7675
No log	1.7113	166	1.3836	0.0966	1.3836	1.1762
No log	1.7320	168	1.7554	0.0966	1.7554	1.3249
No log	1.7526	170	1.3614	0.0966	1.3614	1.1668
No log	1.7732	172	0.7117	0.2326	0.7117	0.8436
No log	1.7938	174	0.5099	0.0222	0.5099	0.7141
No log	1.8144	176	0.5281	0.0222	0.5281	0.7267
No log	1.8351	178	0.6037	0.2524	0.6037	0.7770
No log	1.8557	180	0.6291	0.2414	0.6291	0.7932
No log	1.8763	182	0.6933	0.2414	0.6933	0.8326
No log	1.8969	184	0.7492	0.3803	0.7492	0.8656
No log	1.9175	186	0.5728	0.2414	0.5728	0.7568
No log	1.9381	188	0.5880	0.2414	0.5880	0.7668
No log	1.9588	190	0.5760	0.2414	0.5760	0.7589
No log	1.9794	192	0.8107	0.3452	0.8107	0.9004
No log	2.0	194	0.8188	0.3452	0.8188	0.9049
No log	2.0206	196	0.5827	0.2524	0.5827	0.7633
No log	2.0412	198	0.4615	0.2667	0.4615	0.6793
No log	2.0619	200	0.4833	0.2524	0.4833	0.6952
No log	2.0825	202	0.7058	0.4031	0.7058	0.8401
No log	2.1031	204	1.1030	0.3315	1.1030	1.0502
No log	2.1237	206	1.2132	0.0966	1.2132	1.1014
No log	2.1443	208	0.9250	0.3452	0.9250	0.9618
No log	2.1649	210	0.6007	0.2414	0.6007	0.7750
No log	2.1856	212	0.4691	0.2667	0.4691	0.6849
No log	2.2062	214	0.4925	0.2524	0.4925	0.7018
No log	2.2268	216	0.7579	0.3803	0.7579	0.8705
No log	2.2474	218	0.7726	0.3803	0.7726	0.8790
No log	2.2680	220	0.6093	0.3803	0.6093	0.7806
No log	2.2887	222	0.4643	0.2667	0.4643	0.6814
No log	2.3093	224	0.4953	0.2524	0.4953	0.7038
No log	2.3299	226	0.7276	0.3803	0.7276	0.8530
No log	2.3505	228	0.6319	0.3803	0.6319	0.7949
No log	2.3711	230	0.4349	0.2524	0.4349	0.6595
No log	2.3918	232	0.5767	0.2326	0.5767	0.7594
No log	2.4124	234	0.9585	0.3452	0.9585	0.9790
No log	2.4330	236	0.7702	0.3613	0.7702	0.8776
No log	2.4536	238	0.4892	0.2414	0.4892	0.6995
No log	2.4742	240	0.3771	0.2524	0.3771	0.6141
No log	2.4948	242	0.5099	0.2326	0.5099	0.7141
No log	2.5155	244	0.7408	0.3452	0.7408	0.8607
No log	2.5361	246	1.2813	0.0966	1.2813	1.1319
No log	2.5567	248	1.1344	0.3315	1.1344	1.0651
No log	2.5773	250	0.8273	0.3452	0.8273	0.9096
No log	2.5979	252	0.5026	0.2524	0.5026	0.7089
No log	2.6186	254	0.4317	0.2667	0.4317	0.6570
No log	2.6392	256	0.5974	0.2414	0.5974	0.7729
No log	2.6598	258	0.9045	0.3315	0.9045	0.9511
No log	2.6804	260	0.7540	0.3452	0.7540	0.8683
No log	2.7010	262	0.6311	0.2414	0.6311	0.7944
No log	2.7216	264	0.5627	0.2414	0.5627	0.7501
No log	2.7423	266	0.6084	0.2414	0.6084	0.7800
No log	2.7629	268	0.7428	0.2254	0.7428	0.8619
No log	2.7835	270	0.8331	0.3315	0.8331	0.9128
No log	2.8041	272	0.7638	0.3613	0.7638	0.8740
No log	2.8247	274	0.7684	0.3613	0.7684	0.8766
No log	2.8454	276	0.7759	0.3613	0.7759	0.8809
No log	2.8660	278	0.5561	0.2667	0.5561	0.7457
No log	2.8866	280	0.4447	0.2667	0.4447	0.6669
No log	2.9072	282	0.4325	0.0	0.4325	0.6577
No log	2.9278	284	0.4406	0.2667	0.4406	0.6638
No log	2.9485	286	0.6916	0.3803	0.6916	0.8316
No log	2.9691	288	0.8573	0.3452	0.8573	0.9259
No log	2.9897	290	0.6837	0.3803	0.6837	0.8269
No log	3.0103	292	0.4625	0.2667	0.4625	0.6801
No log	3.0309	294	0.4517	0.0	0.4517	0.6721
No log	3.0515	296	0.4700	0.2667	0.4700	0.6856
No log	3.0722	298	0.5302	0.2524	0.5302	0.7281
No log	3.0928	300	0.6452	0.2326	0.6452	0.8032
No log	3.1134	302	0.5945	0.2414	0.5945	0.7710
No log	3.1340	304	0.4756	0.2524	0.4756	0.6896
No log	3.1546	306	0.4237	0.2667	0.4237	0.6509
No log	3.1753	308	0.4887	0.2414	0.4887	0.6991
No log	3.1959	310	0.7469	0.3613	0.7469	0.8642
No log	3.2165	312	0.7294	0.3613	0.7294	0.8540
No log	3.2371	314	0.5871	0.2414	0.5871	0.7663
No log	3.2577	316	0.5076	0.2414	0.5076	0.7125
No log	3.2784	318	0.5929	0.2414	0.5929	0.7700
No log	3.2990	320	0.8326	0.3613	0.8326	0.9125
No log	3.3196	322	0.7206	0.2326	0.7206	0.8489
No log	3.3402	324	0.5457	0.2524	0.5457	0.7387
No log	3.3608	326	0.5473	0.2524	0.5473	0.7398
No log	3.3814	328	0.5889	0.2524	0.5889	0.7674
No log	3.4021	330	0.6326	0.2414	0.6326	0.7953
No log	3.4227	332	0.6450	0.4031	0.6450	0.8031
No log	3.4433	334	0.5419	0.2524	0.5419	0.7361
No log	3.4639	336	0.4077	0.2667	0.4077	0.6385
No log	3.4845	338	0.4175	0.6667	0.4175	0.6462
No log	3.5052	340	0.4604	0.2524	0.4604	0.6785
No log	3.5258	342	0.8431	0.3613	0.8431	0.9182
No log	3.5464	344	0.8617	0.3452	0.8617	0.9283
No log	3.5670	346	0.5760	0.2414	0.5760	0.7590
No log	3.5876	348	0.4099	0.2667	0.4099	0.6403
No log	3.6082	350	0.4100	0.2667	0.4100	0.6403
No log	3.6289	352	0.4693	0.2524	0.4693	0.6851
No log	3.6495	354	0.7208	0.3613	0.7208	0.8490
No log	3.6701	356	0.6920	0.3613	0.6920	0.8319
No log	3.6907	358	0.5062	0.2524	0.5062	0.7115
No log	3.7113	360	0.4306	0.2667	0.4306	0.6562
No log	3.7320	362	0.4106	0.2667	0.4106	0.6408
No log	3.7526	364	0.4154	0.2667	0.4154	0.6445
No log	3.7732	366	0.5060	0.2414	0.5060	0.7114
No log	3.7938	368	0.6195	0.2414	0.6195	0.7871
No log	3.8144	370	0.7023	0.4031	0.7023	0.8380
No log	3.8351	372	0.6545	0.4031	0.6545	0.8090
No log	3.8557	374	0.5263	0.2524	0.5263	0.7254
No log	3.8763	376	0.5965	0.2414	0.5965	0.7723
No log	3.8969	378	0.7788	0.4031	0.7788	0.8825
No log	3.9175	380	0.6266	0.2414	0.6266	0.7916
No log	3.9381	382	0.5002	0.2524	0.5002	0.7072
No log	3.9588	384	0.4888	0.2524	0.4888	0.6991
No log	3.9794	386	0.6463	0.2414	0.6463	0.8039
No log	4.0	388	0.6713	0.2524	0.6713	0.8193
No log	4.0206	390	0.4901	0.2667	0.4901	0.7000
No log	4.0412	392	0.4513	0.2667	0.4513	0.6718
No log	4.0619	394	0.4370	0.2667	0.4370	0.6610
No log	4.0825	396	0.5204	0.2667	0.5204	0.7214
No log	4.1031	398	0.5607	0.2524	0.5607	0.7488
No log	4.1237	400	0.5112	0.2667	0.5112	0.7150
No log	4.1443	402	0.4682	0.2667	0.4682	0.6842
No log	4.1649	404	0.4967	0.2667	0.4967	0.7048
No log	4.1856	406	0.4895	0.2667	0.4895	0.6996
No log	4.2062	408	0.5161	0.2667	0.5161	0.7184
No log	4.2268	410	0.5083	0.2667	0.5083	0.7130
No log	4.2474	412	0.5865	0.2524	0.5865	0.7658
No log	4.2680	414	0.6140	0.2524	0.6140	0.7836
No log	4.2887	416	0.5040	0.2667	0.5040	0.7099
No log	4.3093	418	0.4965	0.0	0.4965	0.7046
No log	4.3299	420	0.5717	0.3186	0.5717	0.7561
No log	4.3505	422	0.4939	0.0	0.4939	0.7028
No log	4.3711	424	0.5576	0.2667	0.5576	0.7468
No log	4.3918	426	0.6677	0.2524	0.6677	0.8171
No log	4.4124	428	0.5810	0.2524	0.5810	0.7622
No log	4.4330	430	0.5704	0.2524	0.5704	0.7552
No log	4.4536	432	0.5133	0.2667	0.5133	0.7164
No log	4.4742	434	0.5967	0.2414	0.5967	0.7725
No log	4.4948	436	0.7273	0.3613	0.7273	0.8528
No log	4.5155	438	0.5842	0.2414	0.5842	0.7643
No log	4.5361	440	0.4395	0.2667	0.4395	0.6629
No log	4.5567	442	0.4321	0.2667	0.4321	0.6573
No log	4.5773	444	0.4949	0.2524	0.4949	0.7035
No log	4.5979	446	0.6599	0.4031	0.6599	0.8124
No log	4.6186	448	0.6188	0.2414	0.6188	0.7866
No log	4.6392	450	0.5110	0.2524	0.5110	0.7148
No log	4.6598	452	0.5321	0.2524	0.5321	0.7295
No log	4.6804	454	0.5208	0.2524	0.5208	0.7216
No log	4.7010	456	0.5271	0.2524	0.5271	0.7260
No log	4.7216	458	0.6192	0.4031	0.6192	0.7869
No log	4.7423	460	0.5218	0.2524	0.5218	0.7224
No log	4.7629	462	0.4328	0.2667	0.4328	0.6579
No log	4.7835	464	0.4447	0.2524	0.4447	0.6669
No log	4.8041	466	0.5026	0.2524	0.5026	0.7090
No log	4.8247	468	0.5147	0.2524	0.5147	0.7175
No log	4.8454	470	0.6146	0.4031	0.6146	0.7839
No log	4.8660	472	0.5688	0.2524	0.5688	0.7542
No log	4.8866	474	0.4815	0.2667	0.4815	0.6939
No log	4.9072	476	0.4990	0.2667	0.4990	0.7064
No log	4.9278	478	0.6279	0.4031	0.6279	0.7924
No log	4.9485	480	0.6911	0.4031	0.6911	0.8313
No log	4.9691	482	0.5602	0.2524	0.5602	0.7485
No log	4.9897	484	0.5227	0.2524	0.5227	0.7230
No log	5.0103	486	0.5681	0.2414	0.5681	0.7537
No log	5.0309	488	0.5143	0.2524	0.5143	0.7171
No log	5.0515	490	0.4679	0.2667	0.4679	0.6840
No log	5.0722	492	0.4918	0.2524	0.4918	0.7013
No log	5.0928	494	0.5181	0.2524	0.5181	0.7198
No log	5.1134	496	0.5013	0.2667	0.5013	0.7080
No log	5.1340	498	0.5331	0.2524	0.5331	0.7302
0.3458	5.1546	500	0.6260	0.2414	0.6260	0.7912
0.3458	5.1753	502	0.7965	0.3803	0.7965	0.8925
0.3458	5.1959	504	0.7630	0.4031	0.7630	0.8735
0.3458	5.2165	506	0.6000	0.2414	0.6000	0.7746
0.3458	5.2371	508	0.5028	0.2667	0.5028	0.7091
0.3458	5.2577	510	0.5136	0.0	0.5136	0.7167
0.3458	5.2784	512	0.5070	0.0	0.5070	0.7120
0.3458	5.2990	514	0.5149	0.2667	0.5149	0.7176
0.3458	5.3196	516	0.5885	0.2524	0.5885	0.7672
0.3458	5.3402	518	0.6185	0.2414	0.6185	0.7865
0.3458	5.3608	520	0.5650	0.2524	0.5650	0.7517
0.3458	5.3814	522	0.5164	0.2667	0.5164	0.7186
0.3458	5.4021	524	0.5455	0.2524	0.5455	0.7386
0.3458	5.4227	526	0.5276	0.2524	0.5276	0.7263
0.3458	5.4433	528	0.5026	0.2524	0.5026	0.7090
0.3458	5.4639	530	0.4885	0.2524	0.4885	0.6989
0.3458	5.4845	532	0.4833	0.2524	0.4833	0.6952
0.3458	5.5052	534	0.4783	0.2524	0.4783	0.6916
0.3458	5.5258	536	0.4951	0.2524	0.4951	0.7036
0.3458	5.5464	538	0.4826	0.2524	0.4826	0.6947
0.3458	5.5670	540	0.4961	0.2524	0.4961	0.7043
0.3458	5.5876	542	0.5060	0.2524	0.5060	0.7114
0.3458	5.6082	544	0.5270	0.2524	0.5270	0.7259
0.3458	5.6289	546	0.5817	0.2414	0.5817	0.7627
0.3458	5.6495	548	0.5244	0.2524	0.5244	0.7241
0.3458	5.6701	550	0.5346	0.2524	0.5346	0.7312
0.3458	5.6907	552	0.5091	0.2524	0.5091	0.7135
0.3458	5.7113	554	0.4742	0.2667	0.4742	0.6887
0.3458	5.7320	556	0.4839	0.2667	0.4839	0.6956
0.3458	5.7526	558	0.5502	0.2414	0.5502	0.7418
0.3458	5.7732	560	0.5959	0.2414	0.5959	0.7720
0.3458	5.7938	562	0.5479	0.2414	0.5479	0.7402
0.3458	5.8144	564	0.5159	0.2414	0.5159	0.7182
0.3458	5.8351	566	0.5418	0.2414	0.5418	0.7361
0.3458	5.8557	568	0.5893	0.2414	0.5893	0.7676
0.3458	5.8763	570	0.5906	0.2414	0.5906	0.7685
0.3458	5.8969	572	0.5145	0.2667	0.5145	0.7173
0.3458	5.9175	574	0.5026	0.2667	0.5026	0.7090
0.3458	5.9381	576	0.4950	0.2667	0.4950	0.7036
0.3458	5.9588	578	0.5039	0.2524	0.5039	0.7098
0.3458	5.9794	580	0.5873	0.2414	0.5873	0.7664
0.3458	6.0	582	0.8015	0.2254	0.8015	0.8952
0.3458	6.0206	584	1.0262	0.3196	1.0262	1.0130
0.3458	6.0412	586	1.0167	0.3196	1.0167	1.0083
0.3458	6.0619	588	0.8502	0.2254	0.8502	0.9220
0.3458	6.0825	590	0.6404	0.2414	0.6404	0.8002
0.3458	6.1031	592	0.5626	0.2414	0.5626	0.7501
0.3458	6.1237	594	0.5861	0.2414	0.5861	0.7656
0.3458	6.1443	596	0.6381	0.2414	0.6381	0.7988
0.3458	6.1649	598	0.6127	0.2414	0.6127	0.7827
0.3458	6.1856	600	0.6521	0.2414	0.6521	0.8075
0.3458	6.2062	602	0.7802	0.2414	0.7802	0.8833
0.3458	6.2268	604	0.8010	0.2326	0.8010	0.8950
0.3458	6.2474	606	0.7042	0.2414	0.7042	0.8392
0.3458	6.2680	608	0.5674	0.2524	0.5674	0.7533
0.3458	6.2887	610	0.5382	0.2524	0.5382	0.7336
0.3458	6.3093	612	0.5875	0.2524	0.5875	0.7665
0.3458	6.3299	614	0.6455	0.2414	0.6455	0.8034
0.3458	6.3505	616	0.6775	0.2414	0.6775	0.8231
0.3458	6.3711	618	0.6545	0.2414	0.6545	0.8090
0.3458	6.3918	620	0.6565	0.2414	0.6565	0.8102
0.3458	6.4124	622	0.6143	0.2667	0.6143	0.7838
0.3458	6.4330	624	0.5646	0.2667	0.5646	0.7514
0.3458	6.4536	626	0.5488	0.2667	0.5488	0.7408
0.3458	6.4742	628	0.5660	0.2667	0.5660	0.7523
0.3458	6.4948	630	0.5325	0.2667	0.5325	0.7297
0.3458	6.5155	632	0.5308	0.2667	0.5308	0.7285
0.3458	6.5361	634	0.5506	0.2667	0.5506	0.7420
0.3458	6.5567	636	0.5549	0.2667	0.5549	0.7449
0.3458	6.5773	638	0.5601	0.2524	0.5601	0.7484
0.3458	6.5979	640	0.5399	0.2524	0.5399	0.7348
0.3458	6.6186	642	0.5805	0.2524	0.5805	0.7619
0.3458	6.6392	644	0.5638	0.2524	0.5637	0.7508
0.3458	6.6598	646	0.5711	0.2524	0.5711	0.7557
0.3458	6.6804	648	0.5485	0.2524	0.5485	0.7406
0.3458	6.7010	650	0.5197	0.2667	0.5197	0.7209
0.3458	6.7216	652	0.5414	0.2667	0.5414	0.7358
0.3458	6.7423	654	0.6000	0.2414	0.6000	0.7746
0.3458	6.7629	656	0.6717	0.2414	0.6717	0.8196
0.3458	6.7835	658	0.6505	0.2524	0.6505	0.8065
0.3458	6.8041	660	0.5621	0.2524	0.5621	0.7498
0.3458	6.8247	662	0.5009	0.2667	0.5009	0.7078
0.3458	6.8454	664	0.4910	0.2667	0.4910	0.7007
0.3458	6.8660	666	0.5022	0.2667	0.5022	0.7087
0.3458	6.8866	668	0.5766	0.2524	0.5766	0.7594
0.3458	6.9072	670	0.6414	0.2414	0.6414	0.8008
0.3458	6.9278	672	0.6759	0.2414	0.6759	0.8221
0.3458	6.9485	674	0.6371	0.2414	0.6371	0.7982
0.3458	6.9691	676	0.5867	0.2414	0.5867	0.7660
0.3458	6.9897	678	0.5556	0.2667	0.5556	0.7454
0.3458	7.0103	680	0.5470	0.2667	0.5470	0.7396
0.3458	7.0309	682	0.5930	0.2667	0.5930	0.7700
0.3458	7.0515	684	0.5971	0.2667	0.5971	0.7727
0.3458	7.0722	686	0.5392	0.2667	0.5392	0.7343
0.3458	7.0928	688	0.5292	0.2667	0.5292	0.7275
0.3458	7.1134	690	0.5535	0.2667	0.5535	0.7440
0.3458	7.1340	692	0.5936	0.2667	0.5936	0.7704
0.3458	7.1546	694	0.5737	0.2667	0.5737	0.7574
0.3458	7.1753	696	0.5499	0.2667	0.5499	0.7416
0.3458	7.1959	698	0.5284	0.2667	0.5284	0.7269
0.3458	7.2165	700	0.5497	0.2667	0.5497	0.7414
0.3458	7.2371	702	0.5787	0.2667	0.5787	0.7607
0.3458	7.2577	704	0.6060	0.2524	0.6060	0.7785
0.3458	7.2784	706	0.6640	0.2524	0.6640	0.8149
0.3458	7.2990	708	0.7151	0.2326	0.7151	0.8456
0.3458	7.3196	710	0.6915	0.2414	0.6915	0.8315
0.3458	7.3402	712	0.6193	0.2524	0.6193	0.7870
0.3458	7.3608	714	0.5339	0.2667	0.5339	0.7307
0.3458	7.3814	716	0.5172	0.2667	0.5172	0.7192
0.3458	7.4021	718	0.5503	0.2524	0.5503	0.7418
0.3458	7.4227	720	0.5930	0.2524	0.5930	0.7701
0.3458	7.4433	722	0.6037	0.2524	0.6037	0.7770
0.3458	7.4639	724	0.6022	0.2414	0.6022	0.7760
0.3458	7.4845	726	0.5843	0.2414	0.5843	0.7644
0.3458	7.5052	728	0.5994	0.2414	0.5994	0.7742
0.3458	7.5258	730	0.5919	0.2524	0.5919	0.7694
0.3458	7.5464	732	0.6072	0.2524	0.6072	0.7792
0.3458	7.5670	734	0.5835	0.2524	0.5835	0.7639
0.3458	7.5876	736	0.5365	0.2667	0.5365	0.7325
0.3458	7.6082	738	0.5176	0.2667	0.5176	0.7195
0.3458	7.6289	740	0.5305	0.2667	0.5305	0.7283
0.3458	7.6495	742	0.5913	0.2414	0.5913	0.7690
0.3458	7.6701	744	0.6606	0.2414	0.6606	0.8128
0.3458	7.6907	746	0.7519	0.2254	0.7519	0.8671
0.3458	7.7113	748	0.7489	0.2254	0.7489	0.8654
0.3458	7.7320	750	0.6764	0.2326	0.6764	0.8225
0.3458	7.7526	752	0.5821	0.2524	0.5821	0.7630
0.3458	7.7732	754	0.5422	0.2667	0.5422	0.7364
0.3458	7.7938	756	0.5371	0.2667	0.5371	0.7329
0.3458	7.8144	758	0.5564	0.2667	0.5564	0.7459
0.3458	7.8351	760	0.6239	0.2414	0.6239	0.7899
0.3458	7.8557	762	0.6768	0.2414	0.6768	0.8227
0.3458	7.8763	764	0.7260	0.2326	0.7260	0.8521
0.3458	7.8969	766	0.7112	0.2414	0.7112	0.8434
0.3458	7.9175	768	0.6263	0.2414	0.6263	0.7914
0.3458	7.9381	770	0.5811	0.2414	0.5811	0.7623
0.3458	7.9588	772	0.5862	0.2414	0.5862	0.7656
0.3458	7.9794	774	0.6146	0.2414	0.6146	0.7839
0.3458	8.0	776	0.6376	0.2414	0.6376	0.7985
0.3458	8.0206	778	0.6726	0.2414	0.6726	0.8201
0.3458	8.0412	780	0.6743	0.2414	0.6743	0.8212
0.3458	8.0619	782	0.6257	0.2414	0.6257	0.7910
0.3458	8.0825	784	0.5809	0.2667	0.5809	0.7622
0.3458	8.1031	786	0.5717	0.2667	0.5717	0.7561
0.3458	8.1237	788	0.5800	0.2667	0.5800	0.7616
0.3458	8.1443	790	0.6113	0.2524	0.6113	0.7818
0.3458	8.1649	792	0.6294	0.2414	0.6294	0.7934
0.3458	8.1856	794	0.6469	0.2414	0.6469	0.8043
0.3458	8.2062	796	0.6421	0.2414	0.6421	0.8013
0.3458	8.2268	798	0.6097	0.2414	0.6097	0.7808
0.3458	8.2474	800	0.5762	0.2414	0.5762	0.7591
0.3458	8.2680	802	0.5283	0.2524	0.5283	0.7268
0.3458	8.2887	804	0.5259	0.2524	0.5259	0.7252
0.3458	8.3093	806	0.5651	0.2414	0.5651	0.7518
0.3458	8.3299	808	0.6486	0.2414	0.6486	0.8054
0.3458	8.3505	810	0.7454	0.3803	0.7454	0.8634
0.3458	8.3711	812	0.7818	0.3803	0.7818	0.8842
0.3458	8.3918	814	0.7566	0.3803	0.7566	0.8698
0.3458	8.4124	816	0.6843	0.2326	0.6843	0.8272
0.3458	8.4330	818	0.5892	0.2414	0.5892	0.7676
0.3458	8.4536	820	0.5463	0.2414	0.5463	0.7392
0.3458	8.4742	822	0.5295	0.2667	0.5295	0.7277
0.3458	8.4948	824	0.5137	0.2667	0.5137	0.7167
0.3458	8.5155	826	0.5270	0.2667	0.5270	0.7259
0.3458	8.5361	828	0.5701	0.2414	0.5701	0.7551
0.3458	8.5567	830	0.6413	0.2414	0.6413	0.8008
0.3458	8.5773	832	0.6801	0.2414	0.6801	0.8247
0.3458	8.5979	834	0.6763	0.2414	0.6763	0.8223
0.3458	8.6186	836	0.6335	0.2414	0.6335	0.7959
0.3458	8.6392	838	0.5717	0.2414	0.5717	0.7561
0.3458	8.6598	840	0.5386	0.2667	0.5386	0.7339
0.3458	8.6804	842	0.5245	0.2667	0.5245	0.7242
0.3458	8.7010	844	0.5194	0.2667	0.5194	0.7207
0.3458	8.7216	846	0.5188	0.2667	0.5188	0.7203
0.3458	8.7423	848	0.5331	0.2667	0.5331	0.7301
0.3458	8.7629	850	0.5460	0.2667	0.5460	0.7389
0.3458	8.7835	852	0.5787	0.2524	0.5787	0.7607
0.3458	8.8041	854	0.6218	0.2414	0.6218	0.7886
0.3458	8.8247	856	0.6435	0.2414	0.6435	0.8022
0.3458	8.8454	858	0.6358	0.2414	0.6358	0.7974
0.3458	8.8660	860	0.6174	0.2414	0.6174	0.7858
0.3458	8.8866	862	0.6022	0.2524	0.6022	0.7760
0.3458	8.9072	864	0.6139	0.2414	0.6139	0.7835
0.3458	8.9278	866	0.6093	0.2414	0.6093	0.7805
0.3458	8.9485	868	0.5967	0.2524	0.5967	0.7724
0.3458	8.9691	870	0.5935	0.2524	0.5935	0.7704
0.3458	8.9897	872	0.5854	0.2524	0.5854	0.7651
0.3458	9.0103	874	0.5693	0.2524	0.5693	0.7545
0.3458	9.0309	876	0.5462	0.2524	0.5462	0.7390
0.3458	9.0515	878	0.5387	0.2524	0.5387	0.7340
0.3458	9.0722	880	0.5318	0.2667	0.5318	0.7293
0.3458	9.0928	882	0.5394	0.2524	0.5394	0.7344
0.3458	9.1134	884	0.5458	0.2524	0.5458	0.7388
0.3458	9.1340	886	0.5697	0.2524	0.5697	0.7548
0.3458	9.1546	888	0.5789	0.2524	0.5789	0.7608
0.3458	9.1753	890	0.5734	0.2524	0.5734	0.7572
0.3458	9.1959	892	0.5807	0.2524	0.5807	0.7620
0.3458	9.2165	894	0.5997	0.2414	0.5997	0.7744
0.3458	9.2371	896	0.6059	0.2414	0.6059	0.7784
0.3458	9.2577	898	0.5967	0.2414	0.5967	0.7725
0.3458	9.2784	900	0.5856	0.2414	0.5856	0.7652
0.3458	9.2990	902	0.5650	0.2524	0.5650	0.7516
0.3458	9.3196	904	0.5459	0.2524	0.5459	0.7389
0.3458	9.3402	906	0.5310	0.2524	0.5310	0.7287
0.3458	9.3608	908	0.5280	0.2524	0.5280	0.7266
0.3458	9.3814	910	0.5374	0.2524	0.5374	0.7331
0.3458	9.4021	912	0.5557	0.2524	0.5557	0.7454
0.3458	9.4227	914	0.5750	0.2414	0.5750	0.7583
0.3458	9.4433	916	0.5863	0.2414	0.5863	0.7657
0.3458	9.4639	918	0.5885	0.2414	0.5885	0.7671
0.3458	9.4845	920	0.5890	0.2414	0.5890	0.7675
0.3458	9.5052	922	0.5878	0.2414	0.5878	0.7667
0.3458	9.5258	924	0.5759	0.2524	0.5759	0.7589
0.3458	9.5464	926	0.5616	0.2524	0.5616	0.7494
0.3458	9.5670	928	0.5502	0.2524	0.5502	0.7418
0.3458	9.5876	930	0.5457	0.2524	0.5457	0.7387
0.3458	9.6082	932	0.5482	0.2524	0.5482	0.7404
0.3458	9.6289	934	0.5494	0.2524	0.5494	0.7412
0.3458	9.6495	936	0.5574	0.2524	0.5574	0.7466
0.3458	9.6701	938	0.5614	0.2524	0.5614	0.7493
0.3458	9.6907	940	0.5617	0.2524	0.5617	0.7495
0.3458	9.7113	942	0.5669	0.2524	0.5669	0.7529
0.3458	9.7320	944	0.5747	0.2524	0.5747	0.7581
0.3458	9.7526	946	0.5845	0.2414	0.5845	0.7645
0.3458	9.7732	948	0.5916	0.2414	0.5916	0.7692
0.3458	9.7938	950	0.5971	0.2414	0.5971	0.7728
0.3458	9.8144	952	0.5998	0.2414	0.5998	0.7745
0.3458	9.8351	954	0.6009	0.2414	0.6009	0.7752
0.3458	9.8557	956	0.6033	0.2414	0.6033	0.7767
0.3458	9.8763	958	0.6030	0.2414	0.6030	0.7765
0.3458	9.8969	960	0.6016	0.2414	0.6016	0.7756
0.3458	9.9175	962	0.5990	0.2414	0.5990	0.7740
0.3458	9.9381	964	0.5964	0.2414	0.5964	0.7723
0.3458	9.9588	966	0.5946	0.2414	0.5946	0.7711
0.3458	9.9794	968	0.5928	0.2414	0.5928	0.7699
0.3458	10.0	970	0.5920	0.2414	0.5920	0.7694

Framework versions

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