ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k19_task3_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: 0.8466
• Qwk: 0.1064
• Mse: 0.8466
• Rmse: 0.9201

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	0.0392	2	3.6104	-0.0154	3.6104	1.9001
No log	0.0784	4	1.9106	0.0560	1.9106	1.3822
No log	0.1176	6	1.6973	0.0624	1.6973	1.3028
No log	0.1569	8	0.9695	-0.1282	0.9695	0.9846
No log	0.1961	10	0.8043	0.0953	0.8043	0.8968
No log	0.2353	12	0.8971	0.1296	0.8971	0.9472
No log	0.2745	14	1.0478	-0.0234	1.0478	1.0236
No log	0.3137	16	1.0810	-0.0247	1.0810	1.0397
No log	0.3529	18	1.2801	-0.0247	1.2801	1.1314
No log	0.3922	20	1.2048	-0.0247	1.2048	1.0976
No log	0.4314	22	1.0355	-0.0479	1.0355	1.0176
No log	0.4706	24	0.8900	-0.0200	0.8900	0.9434
No log	0.5098	26	0.7174	-0.1220	0.7174	0.8470
No log	0.5490	28	0.6825	-0.0035	0.6825	0.8261
No log	0.5882	30	0.6972	-0.0069	0.6972	0.8350
No log	0.6275	32	0.7200	-0.0571	0.7200	0.8485
No log	0.6667	34	0.8092	-0.0331	0.8092	0.8996
No log	0.7059	36	1.0368	-0.0677	1.0368	1.0183
No log	0.7451	38	1.3409	-0.0766	1.3409	1.1580
No log	0.7843	40	1.3094	-0.0758	1.3094	1.1443
No log	0.8235	42	1.0856	-0.0987	1.0856	1.0419
No log	0.8627	44	0.8353	-0.0371	0.8353	0.9139
No log	0.9020	46	0.8586	0.1502	0.8586	0.9266
No log	0.9412	48	1.1007	-0.0133	1.1007	1.0491
No log	0.9804	50	1.4460	0.0048	1.4460	1.2025
No log	1.0196	52	1.8761	-0.0247	1.8761	1.3697
No log	1.0588	54	1.5276	-0.0234	1.5276	1.2360
No log	1.0980	56	1.4452	-0.0234	1.4452	1.2022
No log	1.1373	58	1.1218	-0.0468	1.1218	1.0592
No log	1.1765	60	1.0400	-0.0720	1.0400	1.0198
No log	1.2157	62	1.0733	-0.0720	1.0733	1.0360
No log	1.2549	64	0.9926	-0.0930	0.9926	0.9963
No log	1.2941	66	0.8936	0.0409	0.8936	0.9453
No log	1.3333	68	0.9355	-0.0845	0.9355	0.9672
No log	1.3725	70	1.1187	-0.1292	1.1187	1.0577
No log	1.4118	72	1.2902	-0.0479	1.2902	1.1359
No log	1.4510	74	1.1390	-0.1575	1.1390	1.0673
No log	1.4902	76	0.9039	-0.1203	0.9039	0.9507
No log	1.5294	78	0.8149	-0.0675	0.8149	0.9027
No log	1.5686	80	0.7992	-0.0644	0.7992	0.8940
No log	1.6078	82	0.8556	0.0549	0.8556	0.9250
No log	1.6471	84	0.9186	-0.0056	0.9186	0.9584
No log	1.6863	86	1.0245	-0.0595	1.0245	1.0122
No log	1.7255	88	0.7927	0.0807	0.7927	0.8903
No log	1.7647	90	0.7650	-0.1001	0.7650	0.8747
No log	1.8039	92	0.7509	-0.1001	0.7509	0.8666
No log	1.8431	94	0.8285	0.1148	0.8285	0.9102
No log	1.8824	96	0.8599	-0.0852	0.8599	0.9273
No log	1.9216	98	0.7363	-0.0560	0.7363	0.8581
No log	1.9608	100	0.8419	-0.1201	0.8419	0.9175
No log	2.0	102	0.8504	-0.1201	0.8504	0.9222
No log	2.0392	104	0.7619	-0.0513	0.7619	0.8729
No log	2.0784	106	0.8835	0.0909	0.8835	0.9400
No log	2.1176	108	0.9244	0.0377	0.9244	0.9614
No log	2.1569	110	0.7610	0.1379	0.7610	0.8723
No log	2.1961	112	0.7815	-0.0939	0.7815	0.8840
No log	2.2353	114	0.8384	-0.1329	0.8384	0.9157
No log	2.2745	116	0.7450	-0.0499	0.7450	0.8631
No log	2.3137	118	0.7088	0.1740	0.7088	0.8419
No log	2.3529	120	0.7063	0.0395	0.7063	0.8404
No log	2.3922	122	0.8583	0.0776	0.8583	0.9265
No log	2.4314	124	0.9258	0.0072	0.9258	0.9622
No log	2.4706	126	0.8087	-0.0181	0.8087	0.8993
No log	2.5098	128	0.7550	0.1740	0.7550	0.8689
No log	2.5490	130	0.9614	-0.0504	0.9614	0.9805
No log	2.5882	132	0.8715	-0.0079	0.8715	0.9336
No log	2.6275	134	0.7329	-0.0541	0.7329	0.8561
No log	2.6667	136	0.7473	0.0181	0.7473	0.8645
No log	2.7059	138	0.7423	0.0155	0.7423	0.8616
No log	2.7451	140	0.7108	0.0031	0.7108	0.8431
No log	2.7843	142	0.7170	0.0650	0.7170	0.8467
No log	2.8235	144	0.7234	0.0650	0.7234	0.8505
No log	2.8627	146	0.7153	-0.0469	0.7153	0.8458
No log	2.9020	148	0.7162	-0.0912	0.7162	0.8463
No log	2.9412	150	0.7377	-0.0738	0.7377	0.8589
No log	2.9804	152	0.8434	-0.0513	0.8434	0.9184
No log	3.0196	154	0.8512	0.0770	0.8512	0.9226
No log	3.0588	156	0.7350	-0.0428	0.7350	0.8573
No log	3.0980	158	0.7160	-0.0541	0.7160	0.8461
No log	3.1373	160	0.7591	-0.0406	0.7591	0.8712
No log	3.1765	162	0.7359	-0.1074	0.7359	0.8579
No log	3.2157	164	0.7345	0.1259	0.7345	0.8570
No log	3.2549	166	0.7905	0.1047	0.7905	0.8891
No log	3.2941	168	0.7243	0.0318	0.7243	0.8511
No log	3.3333	170	0.7825	-0.0939	0.7825	0.8846
No log	3.3725	172	0.8107	-0.0181	0.8107	0.9004
No log	3.4118	174	0.7624	0.1224	0.7624	0.8732
No log	3.4510	176	0.7752	0.2057	0.7752	0.8805
No log	3.4902	178	0.9742	0.0829	0.9742	0.9870
No log	3.5294	180	1.0723	0.1710	1.0723	1.0355
No log	3.5686	182	0.8394	0.1684	0.8394	0.9162
No log	3.6078	184	0.7592	0.1604	0.7592	0.8713
No log	3.6471	186	0.8524	0.1281	0.8524	0.9232
No log	3.6863	188	0.7729	0.0810	0.7729	0.8791
No log	3.7255	190	0.9270	0.0458	0.9270	0.9628
No log	3.7647	192	0.9489	0.0164	0.9489	0.9741
No log	3.8039	194	0.8797	0.0789	0.8797	0.9379
No log	3.8431	196	0.7766	0.1192	0.7766	0.8813
No log	3.8824	198	0.8267	0.1047	0.8267	0.9092
No log	3.9216	200	0.7579	0.1199	0.7579	0.8706
No log	3.9608	202	0.7567	0.0099	0.7567	0.8699
No log	4.0	204	0.7870	0.0674	0.7870	0.8871
No log	4.0392	206	0.7446	-0.0499	0.7446	0.8629
No log	4.0784	208	0.7227	-0.0499	0.7227	0.8501
No log	4.1176	210	0.7061	0.0964	0.7061	0.8403
No log	4.1569	212	0.8342	0.0867	0.8342	0.9133
No log	4.1961	214	0.8044	0.0953	0.8044	0.8969
No log	4.2353	216	0.7035	0.1021	0.7035	0.8388
No log	4.2745	218	0.7213	-0.0499	0.7213	0.8493
No log	4.3137	220	0.7075	0.0033	0.7075	0.8411
No log	4.3529	222	0.7578	0.0999	0.7578	0.8705
No log	4.3922	224	0.8224	0.0409	0.8224	0.9068
No log	4.4314	226	0.7287	0.1047	0.7287	0.8537
No log	4.4706	228	0.7046	0.0628	0.7046	0.8394
No log	4.5098	230	0.7378	0.1133	0.7378	0.8589
No log	4.5490	232	0.6920	0.0869	0.6920	0.8319
No log	4.5882	234	0.7326	0.1495	0.7326	0.8559
No log	4.6275	236	0.6994	0.1722	0.6994	0.8363
No log	4.6667	238	0.8300	0.0392	0.8300	0.9110
No log	4.7059	240	0.9493	0.0829	0.9493	0.9743
No log	4.7451	242	0.7992	-0.0173	0.7992	0.8940
No log	4.7843	244	0.7903	0.0956	0.7903	0.8890
No log	4.8235	246	1.1197	0.0404	1.1197	1.0582
No log	4.8627	248	1.0354	0.0515	1.0354	1.0175
No log	4.9020	250	0.7607	0.0959	0.7607	0.8722
No log	4.9412	252	0.7563	-0.0195	0.7563	0.8697
No log	4.9804	254	0.8793	0.1159	0.8793	0.9377
No log	5.0196	256	0.8284	0.0776	0.8284	0.9102
No log	5.0588	258	0.7135	0.0101	0.7135	0.8447
No log	5.0980	260	0.8091	0.1493	0.8091	0.8995
No log	5.1373	262	0.7975	0.0793	0.7975	0.8930
No log	5.1765	264	0.7141	0.0376	0.7141	0.8451
No log	5.2157	266	0.7478	0.0151	0.7478	0.8647
No log	5.2549	268	0.7323	-0.0354	0.7323	0.8557
No log	5.2941	270	0.7363	0.0	0.7363	0.8581
No log	5.3333	272	0.7308	-0.0026	0.7308	0.8548
No log	5.3725	274	0.7254	-0.0132	0.7254	0.8517
No log	5.4118	276	0.6965	-0.0870	0.6965	0.8346
No log	5.4510	278	0.7185	-0.0226	0.7185	0.8476
No log	5.4902	280	0.7405	-0.0204	0.7405	0.8605
No log	5.5294	282	0.6950	0.0934	0.6950	0.8337
No log	5.5686	284	0.7083	0.0791	0.7083	0.8416
No log	5.6078	286	0.7395	0.1599	0.7395	0.8600
No log	5.6471	288	0.7534	0.1553	0.7534	0.8680
No log	5.6863	290	0.7160	0.1675	0.7160	0.8462
No log	5.7255	292	0.6940	0.0479	0.6940	0.8331
No log	5.7647	294	0.6903	0.0479	0.6903	0.8308
No log	5.8039	296	0.6915	0.1254	0.6915	0.8316
No log	5.8431	298	0.7623	0.1899	0.7623	0.8731
No log	5.8824	300	0.7731	0.1965	0.7731	0.8792
No log	5.9216	302	0.6839	0.1254	0.6839	0.8270
No log	5.9608	304	0.6813	0.0061	0.6813	0.8254
No log	6.0	306	0.6823	0.0393	0.6823	0.8260
No log	6.0392	308	0.8048	0.2032	0.8048	0.8971
No log	6.0784	310	0.8259	0.2394	0.8259	0.9088
No log	6.1176	312	0.6972	0.1585	0.6972	0.8350
No log	6.1569	314	0.6786	0.0557	0.6786	0.8238
No log	6.1961	316	0.6706	0.0028	0.6706	0.8189
No log	6.2353	318	0.6804	0.2271	0.6804	0.8249
No log	6.2745	320	0.7681	0.1775	0.7681	0.8764
No log	6.3137	322	0.7376	0.1943	0.7376	0.8588
No log	6.3529	324	0.6822	0.0879	0.6822	0.8259
No log	6.3922	326	0.6868	0.1443	0.6868	0.8287
No log	6.4314	328	0.6857	0.1796	0.6857	0.8281
No log	6.4706	330	0.6933	0.1030	0.6933	0.8326
No log	6.5098	332	0.6950	0.1080	0.6950	0.8337
No log	6.5490	334	0.6979	0.2550	0.6979	0.8354
No log	6.5882	336	0.7105	0.2550	0.7105	0.8429
No log	6.6275	338	0.7339	-0.0620	0.7339	0.8567
No log	6.6667	340	0.8387	0.0050	0.8387	0.9158
No log	6.7059	342	0.7538	0.0644	0.7538	0.8682
No log	6.7451	344	0.6917	0.2626	0.6917	0.8317
No log	6.7843	346	0.8045	0.1897	0.8045	0.8969
No log	6.8235	348	0.7483	0.1775	0.7483	0.8650
No log	6.8627	350	0.6819	0.2225	0.6819	0.8258
No log	6.9020	352	0.6814	0.1029	0.6814	0.8255
No log	6.9412	354	0.7000	0.1030	0.7000	0.8366
No log	6.9804	356	0.7321	-0.1086	0.7321	0.8556
No log	7.0196	358	0.7078	0.0610	0.7078	0.8413
No log	7.0588	360	0.6784	0.1998	0.6784	0.8237
No log	7.0980	362	0.6527	0.2439	0.6527	0.8079
No log	7.1373	364	0.7064	0.1565	0.7064	0.8405
No log	7.1765	366	0.8060	0.0826	0.8060	0.8978
No log	7.2157	368	0.7304	0.1506	0.7304	0.8547
No log	7.2549	370	0.6579	0.1979	0.6579	0.8111
No log	7.2941	372	0.6844	0.0068	0.6844	0.8273
No log	7.3333	374	0.7011	0.0068	0.7011	0.8373
No log	7.3725	376	0.6978	0.0541	0.6978	0.8353
No log	7.4118	378	0.7064	0.1856	0.7064	0.8405
No log	7.4510	380	0.7684	0.1921	0.7684	0.8766
No log	7.4902	382	0.7333	0.1856	0.7333	0.8564
No log	7.5294	384	0.7823	0.0249	0.7823	0.8845
No log	7.5686	386	0.9214	-0.0099	0.9214	0.9599
No log	7.6078	388	0.9376	0.0541	0.9376	0.9683
No log	7.6471	390	0.8139	-0.0996	0.8139	0.9022
No log	7.6863	392	0.7616	0.0922	0.7616	0.8727
No log	7.7255	394	0.7931	0.1004	0.7931	0.8906
No log	7.7647	396	0.7629	0.0874	0.7629	0.8734
No log	7.8039	398	0.7870	0.0157	0.7870	0.8871
No log	7.8431	400	0.7969	-0.0166	0.7969	0.8927
No log	7.8824	402	0.7807	0.0495	0.7807	0.8835
No log	7.9216	404	0.7987	0.0165	0.7987	0.8937
No log	7.9608	406	0.8129	0.0211	0.8129	0.9016
No log	8.0	408	0.8150	0.0203	0.8150	0.9028
No log	8.0392	410	0.7950	0.0898	0.7950	0.8916
No log	8.0784	412	0.7896	0.0893	0.7896	0.8886
No log	8.1176	414	0.8223	-0.0015	0.8223	0.9068
No log	8.1569	416	0.9281	0.0492	0.9281	0.9634
No log	8.1961	418	0.8881	0.0129	0.8881	0.9424
No log	8.2353	420	0.7697	-0.0678	0.7697	0.8773
No log	8.2745	422	0.7258	0.1740	0.7258	0.8519
No log	8.3137	424	0.7589	0.2034	0.7589	0.8711
No log	8.3529	426	0.7259	0.1379	0.7259	0.8520
No log	8.3922	428	0.7589	-0.1263	0.7589	0.8712
No log	8.4314	430	0.8730	-0.0970	0.8730	0.9344
No log	8.4706	432	0.8907	0.0470	0.8907	0.9438
No log	8.5098	434	0.7974	-0.0591	0.7974	0.8929
No log	8.5490	436	0.7119	0.0496	0.7119	0.8437
No log	8.5882	438	0.7633	0.1836	0.7633	0.8737
No log	8.6275	440	0.8345	0.1291	0.8345	0.9135
No log	8.6667	442	0.7850	0.1775	0.7850	0.8860
No log	8.7059	444	0.7207	0.0357	0.7207	0.8489
No log	8.7451	446	0.7394	0.0110	0.7394	0.8599
No log	8.7843	448	0.7505	-0.0226	0.7505	0.8663
No log	8.8235	450	0.7351	0.0471	0.7351	0.8574
No log	8.8627	452	0.8147	0.1286	0.8147	0.9026
No log	8.9020	454	0.9720	0.1064	0.9720	0.9859
No log	8.9412	456	0.9251	0.0748	0.9251	0.9618
No log	8.9804	458	0.7771	0.1431	0.7771	0.8815
No log	9.0196	460	0.7564	0.1240	0.7564	0.8697
No log	9.0588	462	0.7695	0.1901	0.7695	0.8772
No log	9.0980	464	0.7811	0.0964	0.7811	0.8838
No log	9.1373	466	0.8762	0.0831	0.8762	0.9361
No log	9.1765	468	0.9742	0.0642	0.9742	0.9870
No log	9.2157	470	0.8726	0.0826	0.8726	0.9341
No log	9.2549	472	0.7311	0.1304	0.7311	0.8551
No log	9.2941	474	0.7450	-0.0738	0.7450	0.8632
No log	9.3333	476	0.7398	-0.0837	0.7398	0.8601
No log	9.3725	478	0.7091	0.0970	0.7091	0.8421
No log	9.4118	480	0.7761	0.1291	0.7761	0.8810
No log	9.4510	482	0.9382	0.0233	0.9382	0.9686
No log	9.4902	484	0.9204	0.0711	0.9204	0.9594
No log	9.5294	486	0.7596	0.1281	0.7596	0.8715
No log	9.5686	488	0.7215	0.1604	0.7215	0.8494
No log	9.6078	490	0.7420	0.1315	0.7420	0.8614
No log	9.6471	492	0.7292	0.1189	0.7292	0.8539
No log	9.6863	494	0.7569	0.0959	0.7569	0.8700
No log	9.7255	496	0.7558	0.0959	0.7558	0.8694
No log	9.7647	498	0.7208	0.1541	0.7208	0.8490
0.3369	9.8039	500	0.7362	-0.0389	0.7362	0.8580
0.3369	9.8431	502	0.7497	-0.0300	0.7497	0.8658
0.3369	9.8824	504	0.7287	0.0828	0.7287	0.8537
0.3369	9.9216	506	0.7261	0.1599	0.7261	0.8521
0.3369	9.9608	508	0.7557	0.1485	0.7557	0.8693
0.3369	10.0	510	0.7552	0.0670	0.7552	0.8690
0.3369	10.0392	512	0.7421	0.2063	0.7421	0.8614
0.3369	10.0784	514	0.7404	0.2087	0.7404	0.8605
0.3369	10.1176	516	0.7348	0.2041	0.7348	0.8572
0.3369	10.1569	518	0.7279	0.2153	0.7279	0.8532
0.3369	10.1961	520	0.7180	0.1734	0.7180	0.8474
0.3369	10.2353	522	0.7095	0.1769	0.7095	0.8423
0.3369	10.2745	524	0.7038	0.1807	0.7038	0.8389
0.3369	10.3137	526	0.7082	0.1828	0.7082	0.8415
0.3369	10.3529	528	0.6996	0.1878	0.6996	0.8364
0.3369	10.3922	530	0.7175	-0.1074	0.7175	0.8471
0.3369	10.4314	532	0.7268	-0.1551	0.7268	0.8525
0.3369	10.4706	534	0.7101	-0.1547	0.7101	0.8427
0.3369	10.5098	536	0.7077	-0.0033	0.7077	0.8412
0.3369	10.5490	538	0.7111	-0.0560	0.7111	0.8433
0.3369	10.5882	540	0.7182	0.0869	0.7182	0.8475
0.3369	10.6275	542	0.7382	0.1878	0.7382	0.8592
0.3369	10.6667	544	0.7452	0.1878	0.7452	0.8632
0.3369	10.7059	546	0.7464	0.0930	0.7464	0.8639
0.3369	10.7451	548	0.7857	0.1386	0.7857	0.8864
0.3369	10.7843	550	0.7819	0.1379	0.7819	0.8842
0.3369	10.8235	552	0.7329	0.0481	0.7329	0.8561
0.3369	10.8627	554	0.7237	0.0481	0.7237	0.8507
0.3369	10.9020	556	0.7887	0.0710	0.7887	0.8881
0.3369	10.9412	558	0.8471	-0.0685	0.8471	0.9204
0.3369	10.9804	560	0.8186	-0.0558	0.8186	0.9048
0.3369	11.0196	562	0.7799	0.0393	0.7799	0.8831
0.3369	11.0588	564	0.7959	0.1189	0.7959	0.8921
0.3369	11.0980	566	0.7988	0.1660	0.7988	0.8938
0.3369	11.1373	568	0.8496	-0.0440	0.8496	0.9218
0.3369	11.1765	570	0.9109	-0.0262	0.9109	0.9544
0.3369	11.2157	572	0.8886	-0.0685	0.8886	0.9426
0.3369	11.2549	574	0.7829	0.0585	0.7829	0.8848
0.3369	11.2941	576	0.7752	0.1244	0.7752	0.8805
0.3369	11.3333	578	0.7959	0.1573	0.7959	0.8921
0.3369	11.3725	580	0.7802	0.1287	0.7802	0.8833
0.3369	11.4118	582	0.8430	0.0257	0.8430	0.9181
0.3369	11.4510	584	0.9139	-0.1232	0.9139	0.9560
0.3369	11.4902	586	0.8613	-0.0771	0.8613	0.9280
0.3369	11.5294	588	0.7869	0.1282	0.7869	0.8871
0.3369	11.5686	590	0.8349	0.1475	0.8349	0.9137
0.3369	11.6078	592	0.8646	0.0392	0.8646	0.9299
0.3369	11.6471	594	0.7956	0.1518	0.7956	0.8920
0.3369	11.6863	596	0.7955	0.1674	0.7955	0.8919
0.3369	11.7255	598	0.8052	0.0078	0.8052	0.8973
0.3369	11.7647	600	0.8075	0.0547	0.8075	0.8986
0.3369	11.8039	602	0.7757	0.1674	0.7757	0.8807
0.3369	11.8431	604	0.7574	0.1240	0.7574	0.8703
0.3369	11.8824	606	0.7575	0.1095	0.7575	0.8704
0.3369	11.9216	608	0.7417	0.1287	0.7417	0.8612
0.3369	11.9608	610	0.8100	-0.0111	0.8100	0.9000
0.3369	12.0	612	0.8136	-0.0513	0.8136	0.9020
0.3369	12.0392	614	0.7377	0.1029	0.7377	0.8589
0.3369	12.0784	616	0.7048	0.0828	0.7048	0.8395
0.3369	12.1176	618	0.7539	0.1965	0.7539	0.8683
0.3369	12.1569	620	0.7647	0.1899	0.7647	0.8745
0.3369	12.1961	622	0.7277	0.1192	0.7277	0.8530
0.3369	12.2353	624	0.7417	0.1453	0.7417	0.8612
0.3369	12.2745	626	0.7777	0.0652	0.7777	0.8819
0.3369	12.3137	628	0.7470	0.0061	0.7470	0.8643
0.3369	12.3529	630	0.7255	0.0394	0.7255	0.8518
0.3369	12.3922	632	0.7320	0.0922	0.7320	0.8556
0.3369	12.4314	634	0.7595	0.1030	0.7595	0.8715
0.3369	12.4706	636	0.8577	-0.0377	0.8577	0.9261
0.3369	12.5098	638	0.9859	0.1137	0.9859	0.9929
0.3369	12.5490	640	0.9294	0.1142	0.9294	0.9640
0.3369	12.5882	642	0.7738	0.1037	0.7738	0.8797
0.3369	12.6275	644	0.7123	0.1143	0.7123	0.8440
0.3369	12.6667	646	0.7288	0.1553	0.7288	0.8537
0.3369	12.7059	648	0.7086	-0.0108	0.7086	0.8418
0.3369	12.7451	650	0.7152	0.0376	0.7152	0.8457
0.3369	12.7843	652	0.7286	0.0481	0.7286	0.8536
0.3369	12.8235	654	0.7292	0.0884	0.7292	0.8539
0.3369	12.8627	656	0.7229	0.0828	0.7229	0.8502
0.3369	12.9020	658	0.7236	0.1292	0.7236	0.8507
0.3369	12.9412	660	0.7408	0.0053	0.7408	0.8607
0.3369	12.9804	662	0.7765	0.0157	0.7765	0.8812
0.3369	13.0196	664	0.7600	-0.0314	0.7600	0.8718
0.3369	13.0588	666	0.7300	-0.0029	0.7300	0.8544
0.3369	13.0980	668	0.7271	0.1807	0.7271	0.8527
0.3369	13.1373	670	0.7838	0.1395	0.7838	0.8853
0.3369	13.1765	672	0.8019	0.0909	0.8019	0.8955
0.3369	13.2157	674	0.7509	0.1627	0.7509	0.8665
0.3369	13.2549	676	0.7423	0.0481	0.7423	0.8616
0.3369	13.2941	678	0.7776	0.1386	0.7776	0.8818
0.3369	13.3333	680	0.7703	0.0949	0.7703	0.8777
0.3369	13.3725	682	0.7450	0.0465	0.7450	0.8632
0.3369	13.4118	684	0.7324	0.0432	0.7324	0.8558
0.3369	13.4510	686	0.7265	0.0432	0.7265	0.8523
0.3369	13.4902	688	0.7265	0.0869	0.7265	0.8523
0.3369	13.5294	690	0.7400	0.0768	0.7400	0.8602
0.3369	13.5686	692	0.7482	0.0318	0.7482	0.8650
0.3369	13.6078	694	0.7771	0.1096	0.7771	0.8815
0.3369	13.6471	696	0.8207	0.0118	0.8207	0.9059
0.3369	13.6863	698	0.8145	0.1048	0.8145	0.9025
0.3369	13.7255	700	0.7787	0.0444	0.7787	0.8824
0.3369	13.7647	702	0.7832	0.0947	0.7832	0.8850
0.3369	13.8039	704	0.7663	0.0449	0.7663	0.8754
0.3369	13.8431	706	0.7749	0.1146	0.7749	0.8803
0.3369	13.8824	708	0.8315	0.0017	0.8315	0.9119
0.3369	13.9216	710	0.8828	-0.0056	0.8828	0.9396
0.3369	13.9608	712	0.8980	-0.0101	0.8980	0.9476
0.3369	14.0	714	0.8530	-0.0033	0.8530	0.9236
0.3369	14.0392	716	0.7660	0.1565	0.7660	0.8752
0.3369	14.0784	718	0.7276	0.1371	0.7276	0.8530
0.3369	14.1176	720	0.7185	0.1856	0.7185	0.8477
0.3369	14.1569	722	0.7235	0.1787	0.7235	0.8506
0.3369	14.1961	724	0.7365	0.2507	0.7365	0.8582
0.3369	14.2353	726	0.7346	0.2122	0.7346	0.8571
0.3369	14.2745	728	0.7475	0.2078	0.7475	0.8646
0.3369	14.3137	730	0.7985	0.1342	0.7985	0.8936
0.3369	14.3529	732	0.7817	0.1449	0.7817	0.8842
0.3369	14.3922	734	0.7463	0.2078	0.7463	0.8639
0.3369	14.4314	736	0.7312	0.0783	0.7312	0.8551
0.3369	14.4706	738	0.7386	0.0783	0.7386	0.8594
0.3369	14.5098	740	0.7497	0.0341	0.7497	0.8659
0.3369	14.5490	742	0.7721	0.1095	0.7721	0.8787
0.3369	14.5882	744	0.8195	0.0538	0.8195	0.9053
0.3369	14.6275	746	0.8263	0.0091	0.8263	0.9090
0.3369	14.6667	748	0.8125	0.0517	0.8125	0.9014
0.3369	14.7059	750	0.7692	0.1181	0.7692	0.8770
0.3369	14.7451	752	0.7865	0.0916	0.7865	0.8868
0.3369	14.7843	754	0.7996	0.0919	0.7996	0.8942
0.3369	14.8235	756	0.7981	0.0778	0.7981	0.8933
0.3369	14.8627	758	0.9138	0.0452	0.9138	0.9559
0.3369	14.9020	760	0.9433	0.0727	0.9433	0.9712
0.3369	14.9412	762	0.8236	0.0959	0.8236	0.9075
0.3369	14.9804	764	0.7599	0.0840	0.7599	0.8717
0.3369	15.0196	766	0.7491	0.0879	0.7491	0.8655
0.3369	15.0588	768	0.7535	0.1249	0.7535	0.8680
0.3369	15.0980	770	0.8035	0.0123	0.8035	0.8964
0.3369	15.1373	772	0.8129	0.1395	0.8129	0.9016
0.3369	15.1765	774	0.8409	0.0867	0.8409	0.9170
0.3369	15.2157	776	0.8206	0.1395	0.8206	0.9059
0.3369	15.2549	778	0.7701	0.0680	0.7701	0.8775
0.3369	15.2941	780	0.7456	0.1815	0.7456	0.8635
0.3369	15.3333	782	0.7509	0.0522	0.7509	0.8665
0.3369	15.3725	784	0.7512	0.0522	0.7512	0.8667
0.3369	15.4118	786	0.7412	0.1347	0.7412	0.8609
0.3369	15.4510	788	0.7326	0.1354	0.7326	0.8559
0.3369	15.4902	790	0.7290	0.1796	0.7290	0.8538
0.3369	15.5294	792	0.7190	0.1354	0.7190	0.8479
0.3369	15.5686	794	0.7123	0.1354	0.7123	0.8440
0.3369	15.6078	796	0.7267	0.0926	0.7267	0.8525
0.3369	15.6471	798	0.7623	0.0495	0.7623	0.8731
0.3369	15.6863	800	0.7902	0.0211	0.7902	0.8889
0.3369	15.7255	802	0.7795	0.0514	0.7795	0.8829
0.3369	15.7647	804	0.7741	0.0889	0.7741	0.8798
0.3369	15.8039	806	0.7770	0.0444	0.7770	0.8815
0.3369	15.8431	808	0.8173	0.0185	0.8173	0.9040
0.3369	15.8824	810	0.8500	0.0257	0.8500	0.9219
0.3369	15.9216	812	0.8201	0.0192	0.8201	0.9056
0.3369	15.9608	814	0.7610	0.0874	0.7610	0.8724
0.3369	16.0	816	0.7503	0.0821	0.7503	0.8662
0.3369	16.0392	818	0.7501	0.0874	0.7501	0.8661
0.3369	16.0784	820	0.7836	0.0522	0.7836	0.8852
0.3369	16.1176	822	0.8102	0.0151	0.8102	0.9001
0.3369	16.1569	824	0.7890	0.1282	0.7890	0.8883
0.3369	16.1961	826	0.7872	0.0798	0.7872	0.8872
0.3369	16.2353	828	0.7897	0.0840	0.7897	0.8887
0.3369	16.2745	830	0.7880	0.0495	0.7880	0.8877
0.3369	16.3137	832	0.7984	0.0106	0.7984	0.8935
0.3369	16.3529	834	0.8429	-0.0440	0.8429	0.9181
0.3369	16.3922	836	0.8307	-0.0128	0.8307	0.9114
0.3369	16.4314	838	0.7931	0.0053	0.7931	0.8906
0.3369	16.4706	840	0.7979	0.0053	0.7979	0.8933
0.3369	16.5098	842	0.8267	0.0580	0.8267	0.9092
0.3369	16.5490	844	0.8272	0.0559	0.8272	0.9095
0.3369	16.5882	846	0.8133	0.0078	0.8133	0.9019
0.3369	16.6275	848	0.8028	0.0798	0.8028	0.8960
0.3369	16.6667	850	0.8107	0.1529	0.8107	0.9004
0.3369	16.7059	852	0.7867	0.1644	0.7867	0.8870
0.3369	16.7451	854	0.7738	0.0465	0.7738	0.8797
0.3369	16.7843	856	0.8344	-0.0458	0.8344	0.9135
0.3369	16.8235	858	0.8582	-0.0761	0.8582	0.9264
0.3369	16.8627	860	0.8137	-0.0116	0.8137	0.9021
0.3369	16.9020	862	0.7715	0.0922	0.7715	0.8783
0.3369	16.9412	864	0.8257	0.0876	0.8257	0.9087
0.3369	16.9804	866	0.8925	0.0748	0.8925	0.9447
0.3369	17.0196	868	0.9237	-0.0894	0.9237	0.9611
0.3369	17.0588	870	0.8625	0.1193	0.8625	0.9287
0.3369	17.0980	872	0.8013	0.0741	0.8013	0.8952
0.3369	17.1373	874	0.8006	0.0056	0.8006	0.8948
0.3369	17.1765	876	0.8397	0.0613	0.8397	0.9163
0.3369	17.2157	878	0.8467	0.0248	0.8467	0.9201
0.3369	17.2549	880	0.8084	0.0940	0.8084	0.8991
0.3369	17.2941	882	0.7942	0.0783	0.7942	0.8912
0.3369	17.3333	884	0.8556	0.0748	0.8556	0.9250
0.3369	17.3725	886	0.8818	0.0316	0.8818	0.9391
0.3369	17.4118	888	0.8440	0.0748	0.8440	0.9187
0.3369	17.4510	890	0.7927	0.0140	0.7927	0.8903
0.3369	17.4902	892	0.7814	0.1796	0.7814	0.8840
0.3369	17.5294	894	0.8153	0.0989	0.8153	0.9029
0.3369	17.5686	896	0.8238	0.0993	0.8238	0.9076
0.3369	17.6078	898	0.7945	0.1321	0.7945	0.8914
0.3369	17.6471	900	0.7970	0.0622	0.7970	0.8927
0.3369	17.6863	902	0.8397	-0.0408	0.8397	0.9163
0.3369	17.7255	904	0.8584	0.0377	0.8584	0.9265
0.3369	17.7647	906	0.8320	0.0377	0.8320	0.9121
0.3369	17.8039	908	0.7987	0.0113	0.7987	0.8937
0.3369	17.8431	910	0.7763	0.0660	0.7763	0.8811
0.3369	17.8824	912	0.7552	0.0783	0.7552	0.8690
0.3369	17.9216	914	0.7534	0.0828	0.7534	0.8680
0.3369	17.9608	916	0.7569	0.1354	0.7569	0.8700
0.3369	18.0	918	0.7748	0.1327	0.7748	0.8802
0.3369	18.0392	920	0.7792	0.0509	0.7792	0.8827
0.3369	18.0784	922	0.7520	0.1333	0.7520	0.8672
0.3369	18.1176	924	0.7510	-0.0218	0.7510	0.8666
0.3369	18.1569	926	0.7450	0.0680	0.7450	0.8631
0.3369	18.1961	928	0.7357	0.1254	0.7357	0.8577
0.3369	18.2353	930	0.7263	0.0471	0.7263	0.8522
0.3369	18.2745	932	0.7255	0.0471	0.7255	0.8518
0.3369	18.3137	934	0.7197	0.1807	0.7197	0.8484
0.3369	18.3529	936	0.7454	0.0628	0.7454	0.8633
0.3369	18.3922	938	0.8241	0.0826	0.8241	0.9078
0.3369	18.4314	940	0.8085	0.1291	0.8085	0.8992
0.3369	18.4706	942	0.7693	-0.0240	0.7693	0.8771
0.3369	18.5098	944	0.7700	0.0053	0.7700	0.8775
0.3369	18.5490	946	0.8133	-0.0558	0.8133	0.9018
0.3369	18.5882	948	0.8046	-0.0111	0.8046	0.8970
0.3369	18.6275	950	0.7602	0.0081	0.7602	0.8719
0.3369	18.6667	952	0.7400	0.2271	0.7400	0.8602
0.3369	18.7059	954	0.7793	0.0999	0.7793	0.8828
0.3369	18.7451	956	0.7973	0.0512	0.7973	0.8929
0.3369	18.7843	958	0.7807	0.1047	0.7807	0.8836
0.3369	18.8235	960	0.7545	0.0670	0.7545	0.8686
0.3369	18.8627	962	0.7292	0.1828	0.7292	0.8539
0.3369	18.9020	964	0.7156	0.0914	0.7156	0.8459
0.3369	18.9412	966	0.7177	0.1807	0.7177	0.8472
0.3369	18.9804	968	0.7371	0.1807	0.7371	0.8586
0.3369	19.0196	970	0.7589	0.1199	0.7589	0.8711
0.3369	19.0588	972	0.7694	0.1148	0.7694	0.8772
0.3369	19.0980	974	0.7481	0.1199	0.7481	0.8649
0.3369	19.1373	976	0.7352	0.1740	0.7352	0.8574
0.3369	19.1765	978	0.7248	0.1878	0.7248	0.8514
0.3369	19.2157	980	0.7197	0.1878	0.7197	0.8484
0.3369	19.2549	982	0.7190	0.0869	0.7190	0.8479
0.3369	19.2941	984	0.7210	0.0869	0.7210	0.8491
0.3369	19.3333	986	0.7232	-0.0056	0.7232	0.8504
0.3369	19.3725	988	0.7483	-0.0354	0.7483	0.8650
0.3369	19.4118	990	0.7684	-0.0166	0.7684	0.8766
0.3369	19.4510	992	0.7917	-0.0116	0.7917	0.8898
0.3369	19.4902	994	0.7767	-0.0217	0.7767	0.8813
0.3369	19.5294	996	0.7447	-0.0354	0.7447	0.8629
0.3369	19.5686	998	0.7246	0.1769	0.7246	0.8512
0.0785	19.6078	1000	0.7226	0.1254	0.7226	0.8500
0.0785	19.6471	1002	0.7225	0.1722	0.7225	0.8500
0.0785	19.6863	1004	0.7220	0.1722	0.7220	0.8497
0.0785	19.7255	1006	0.7094	0.1722	0.7094	0.8423
0.0785	19.7647	1008	0.6986	0.1722	0.6986	0.8358
0.0785	19.8039	1010	0.7000	0.1148	0.7000	0.8367
0.0785	19.8431	1012	0.7239	0.1395	0.7239	0.8508
0.0785	19.8824	1014	0.7443	0.1342	0.7443	0.8627
0.0785	19.9216	1016	0.7466	0.1342	0.7466	0.8640
0.0785	19.9608	1018	0.7248	0.1395	0.7248	0.8514
0.0785	20.0	1020	0.7000	0.1097	0.7000	0.8367
0.0785	20.0392	1022	0.6747	0.1828	0.6747	0.8214
0.0785	20.0784	1024	0.6788	0.1927	0.6788	0.8239
0.0785	20.1176	1026	0.6872	0.1927	0.6872	0.8290
0.0785	20.1569	1028	0.6948	0.1952	0.6948	0.8336
0.0785	20.1961	1030	0.7023	0.1379	0.7023	0.8380
0.0785	20.2353	1032	0.7452	0.1395	0.7452	0.8633
0.0785	20.2745	1034	0.8498	0.0609	0.8498	0.9219
0.0785	20.3137	1036	0.9318	0.0182	0.9318	0.9653
0.0785	20.3529	1038	0.9823	-0.0236	0.9823	0.9911
0.0785	20.3922	1040	0.9419	0.0182	0.9419	0.9705
0.0785	20.4314	1042	0.8466	0.1064	0.8466	0.9201

Framework versions

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