ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k16_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: 0.6768
• Qwk: 0.2780
• Mse: 0.6768
• Rmse: 0.8227

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	0.0267	2	3.0552	0.0014	3.0552	1.7479
No log	0.0533	4	1.5253	-0.0070	1.5253	1.2350
No log	0.08	6	0.8568	0.1405	0.8568	0.9256
No log	0.1067	8	0.7643	0.0578	0.7643	0.8743
No log	0.1333	10	0.7707	0.0717	0.7707	0.8779
No log	0.16	12	0.8673	0.0617	0.8673	0.9313
No log	0.1867	14	1.0447	0.0388	1.0447	1.0221
No log	0.2133	16	1.0356	0.0388	1.0356	1.0176
No log	0.24	18	0.7768	0.0647	0.7768	0.8814
No log	0.2667	20	0.7028	-0.0719	0.7028	0.8384
No log	0.2933	22	0.7512	-0.0115	0.7512	0.8667
No log	0.32	24	0.8611	-0.0256	0.8611	0.9280
No log	0.3467	26	0.8744	0.0118	0.8744	0.9351
No log	0.3733	28	0.7834	-0.0090	0.7834	0.8851
No log	0.4	30	0.6965	-0.0068	0.6965	0.8345
No log	0.4267	32	0.7032	0.1698	0.7032	0.8386
No log	0.4533	34	0.6645	-0.0370	0.6645	0.8152
No log	0.48	36	0.6329	-0.0233	0.6329	0.7955
No log	0.5067	38	0.6743	-0.1631	0.6743	0.8211
No log	0.5333	40	0.6758	-0.0963	0.6758	0.8220
No log	0.56	42	0.6506	-0.0909	0.6506	0.8066
No log	0.5867	44	0.6716	-0.0435	0.6716	0.8195
No log	0.6133	46	0.7707	0.0409	0.7707	0.8779
No log	0.64	48	0.8966	-0.0370	0.8966	0.9469
No log	0.6667	50	0.9009	-0.0370	0.9009	0.9491
No log	0.6933	52	0.8723	-0.0794	0.8723	0.9340
No log	0.72	54	0.7394	0.0725	0.7394	0.8599
No log	0.7467	56	0.7235	0.0388	0.7235	0.8506
No log	0.7733	58	0.6960	0.0769	0.6960	0.8342
No log	0.8	60	0.6975	0.0983	0.6975	0.8352
No log	0.8267	62	0.9056	0.0877	0.9056	0.9516
No log	0.8533	64	0.9384	0.0288	0.9384	0.9687
No log	0.88	66	0.6847	0.0	0.6847	0.8275
No log	0.9067	68	0.6424	0.0	0.6424	0.8015
No log	0.9333	70	0.7181	0.0807	0.7181	0.8474
No log	0.96	72	0.7651	0.1364	0.7651	0.8747
No log	0.9867	74	0.6173	0.1020	0.6173	0.7857
No log	1.0133	76	0.7234	0.1443	0.7234	0.8505
No log	1.04	78	0.6468	0.2787	0.6468	0.8042
No log	1.0667	80	0.7079	0.2487	0.7079	0.8414
No log	1.0933	82	0.9291	0.1475	0.9291	0.9639
No log	1.12	84	0.6502	0.1807	0.6502	0.8064
No log	1.1467	86	0.7341	0.2536	0.7341	0.8568
No log	1.1733	88	0.8547	0.1644	0.8547	0.9245
No log	1.2	90	0.7465	0.2157	0.7465	0.8640
No log	1.2267	92	0.6674	0.1698	0.6674	0.8169
No log	1.2533	94	0.7901	0.2000	0.7901	0.8889
No log	1.28	96	0.9978	0.0938	0.9978	0.9989
No log	1.3067	98	0.9985	0.0938	0.9985	0.9992
No log	1.3333	100	0.7492	0.1038	0.7492	0.8656
No log	1.3600	102	0.7250	0.2475	0.7250	0.8515
No log	1.3867	104	0.7618	0.1111	0.7618	0.8728
No log	1.4133	106	0.6341	0.1579	0.6341	0.7963
No log	1.44	108	0.6255	0.1895	0.6255	0.7909
No log	1.4667	110	0.6712	0.2093	0.6712	0.8193
No log	1.4933	112	0.7559	0.1658	0.7559	0.8694
No log	1.52	114	0.6983	0.1648	0.6983	0.8356
No log	1.5467	116	0.7056	0.1915	0.7056	0.8400
No log	1.5733	118	0.7783	0.2000	0.7783	0.8822
No log	1.6	120	0.8107	0.2323	0.8107	0.9004
No log	1.6267	122	0.7722	0.0515	0.7722	0.8788
No log	1.6533	124	0.8965	0.1525	0.8965	0.9468
No log	1.6800	126	0.9060	0.1130	0.9060	0.9518
No log	1.7067	128	0.7693	0.1045	0.7693	0.8771
No log	1.7333	130	0.7182	-0.0162	0.7182	0.8475
No log	1.76	132	0.7028	0.1658	0.7028	0.8383
No log	1.7867	134	0.6973	0.1443	0.6973	0.8350
No log	1.8133	136	0.7712	0.2780	0.7712	0.8782
No log	1.8400	138	0.8541	0.2000	0.8541	0.9242
No log	1.8667	140	1.0626	0.1515	1.0626	1.0308
No log	1.8933	142	0.8594	0.1770	0.8594	0.9270
No log	1.92	144	0.7569	0.1683	0.7569	0.8700
No log	1.9467	146	0.8972	0.0230	0.8972	0.9472
No log	1.9733	148	0.7598	0.1845	0.7598	0.8717
No log	2.0	150	1.0486	0.1579	1.0486	1.0240
No log	2.0267	152	1.2866	0.0811	1.2866	1.1343
No log	2.0533	154	0.9399	0.1506	0.9399	0.9695
No log	2.08	156	0.6902	0.3116	0.6902	0.8308
No log	2.1067	158	0.6717	0.2390	0.6717	0.8196
No log	2.1333	160	0.6762	0.3128	0.6762	0.8223
No log	2.16	162	0.7854	0.2919	0.7854	0.8862
No log	2.1867	164	1.0858	0.1587	1.0858	1.0420
No log	2.2133	166	0.9256	0.1486	0.9256	0.9621
No log	2.24	168	0.6780	0.2222	0.6780	0.8234
No log	2.2667	170	0.7016	0.2153	0.7016	0.8376
No log	2.2933	172	0.6604	0.2000	0.6604	0.8126
No log	2.32	174	0.8872	0.2542	0.8872	0.9419
No log	2.3467	176	0.8811	0.2469	0.8811	0.9387
No log	2.3733	178	0.7302	0.2536	0.7302	0.8545
No log	2.4	180	0.7239	0.2137	0.7239	0.8508
No log	2.4267	182	0.6934	0.1931	0.6934	0.8327
No log	2.4533	184	0.7653	0.2432	0.7653	0.8748
No log	2.48	186	1.0308	0.1304	1.0308	1.0153
No log	2.5067	188	0.8762	0.2520	0.8762	0.9361
No log	2.5333	190	0.6365	0.2637	0.6365	0.7978
No log	2.56	192	0.6749	0.2000	0.6749	0.8215
No log	2.5867	194	0.7400	0.2961	0.7400	0.8603
No log	2.6133	196	0.6141	0.2661	0.6141	0.7837
No log	2.64	198	0.8374	0.2566	0.8374	0.9151
No log	2.6667	200	1.1314	0.1378	1.1314	1.0637
No log	2.6933	202	1.0024	0.125	1.0024	1.0012
No log	2.7200	204	0.6389	0.2323	0.6389	0.7993
No log	2.7467	206	0.5956	0.2165	0.5956	0.7717
No log	2.7733	208	0.6052	0.3803	0.6052	0.7779
No log	2.8	210	0.7278	0.3398	0.7278	0.8531
No log	2.8267	212	0.9877	0.1864	0.9877	0.9938
No log	2.8533	214	0.9657	0.2137	0.9657	0.9827
No log	2.88	216	0.7879	0.2579	0.7879	0.8877
No log	2.9067	218	0.8419	0.25	0.8419	0.9176
No log	2.9333	220	0.7483	0.2618	0.7483	0.8650
No log	2.96	222	0.8469	0.2941	0.8469	0.9202
No log	2.9867	224	0.8131	0.2605	0.8131	0.9017
No log	3.0133	226	0.7418	0.3195	0.7418	0.8613
No log	3.04	228	0.8146	0.2632	0.8146	0.9026
No log	3.0667	230	1.1914	0.0861	1.1914	1.0915
No log	3.0933	232	1.0669	0.1756	1.0669	1.0329
No log	3.12	234	0.6376	0.3537	0.6376	0.7985
No log	3.1467	236	0.5954	0.3561	0.5954	0.7716
No log	3.1733	238	0.5747	0.3514	0.5747	0.7581
No log	3.2	240	0.9157	0.3220	0.9157	0.9569
No log	3.2267	242	1.1081	0.1938	1.1081	1.0526
No log	3.2533	244	0.9992	0.2258	0.9992	0.9996
No log	3.2800	246	0.6744	0.2919	0.6744	0.8212
No log	3.3067	248	0.5840	0.2744	0.5840	0.7642
No log	3.3333	250	0.5896	0.2919	0.5896	0.7678
No log	3.36	252	0.6330	0.2563	0.6330	0.7956
No log	3.3867	254	0.6501	0.2563	0.6501	0.8063
No log	3.4133	256	0.6960	0.3271	0.6960	0.8342
No log	3.44	258	0.7328	0.3271	0.7328	0.8560
No log	3.4667	260	0.8004	0.3271	0.8004	0.8947
No log	3.4933	262	0.7548	0.2727	0.7548	0.8688
No log	3.52	264	0.7406	0.2919	0.7406	0.8606
No log	3.5467	266	0.6809	0.24	0.6809	0.8252
No log	3.5733	268	0.6531	0.1841	0.6531	0.8081
No log	3.6	270	0.6922	0.2308	0.6922	0.8320
No log	3.6267	272	0.7921	0.2536	0.7921	0.8900
No log	3.6533	274	0.7848	0.2830	0.7848	0.8859
No log	3.68	276	0.6961	0.1921	0.6961	0.8343
No log	3.7067	278	0.6886	0.1549	0.6886	0.8298
No log	3.7333	280	0.7238	0.1304	0.7238	0.8507
No log	3.76	282	0.7581	0.2566	0.7581	0.8707
No log	3.7867	284	0.8153	0.2941	0.8153	0.9029
No log	3.8133	286	0.9104	0.2793	0.9104	0.9542
No log	3.84	288	0.9264	0.2838	0.9264	0.9625
No log	3.8667	290	1.0105	0.2531	1.0105	1.0053
No log	3.8933	292	0.8736	0.2566	0.8736	0.9347
No log	3.92	294	0.6477	0.2442	0.6477	0.8048
No log	3.9467	296	0.5918	0.2830	0.5918	0.7693
No log	3.9733	298	0.5947	0.2709	0.5947	0.7712
No log	4.0	300	0.6018	0.2727	0.6018	0.7757
No log	4.0267	302	0.6295	0.2157	0.6295	0.7934
No log	4.0533	304	0.7220	0.2563	0.7220	0.8497
No log	4.08	306	0.7600	0.2549	0.7600	0.8718
No log	4.1067	308	0.6768	0.2692	0.6768	0.8227
No log	4.1333	310	0.6381	0.1600	0.6381	0.7988
No log	4.16	312	0.6386	0.1133	0.6386	0.7991
No log	4.1867	314	0.6497	0.1691	0.6497	0.8060
No log	4.2133	316	0.7233	0.2746	0.7233	0.8505
No log	4.24	318	0.7591	0.2746	0.7591	0.8713
No log	4.2667	320	0.7627	0.2746	0.7627	0.8734
No log	4.2933	322	0.6860	0.2487	0.6860	0.8282
No log	4.32	324	0.6897	0.2965	0.6897	0.8305
No log	4.3467	326	0.7330	0.3061	0.7330	0.8562
No log	4.3733	328	0.8388	0.3077	0.8388	0.9159
No log	4.4	330	0.9447	0.2275	0.9447	0.9720
No log	4.4267	332	0.8753	0.2632	0.8753	0.9356
No log	4.4533	334	0.7976	0.2830	0.7976	0.8931
No log	4.48	336	0.8053	0.2489	0.8053	0.8974
No log	4.5067	338	0.8599	0.2566	0.8599	0.9273
No log	4.5333	340	0.9806	0.2275	0.9806	0.9903
No log	4.5600	342	1.0121	0.2275	1.0121	1.0060
No log	4.5867	344	1.0541	0.1933	1.0541	1.0267
No log	4.6133	346	0.8904	0.2621	0.8904	0.9436
No log	4.64	348	0.8211	0.2744	0.8211	0.9061
No log	4.6667	350	0.8691	0.2830	0.8691	0.9322
No log	4.6933	352	0.8186	0.2744	0.8186	0.9048
No log	4.72	354	0.7556	0.2000	0.7556	0.8693
No log	4.7467	356	0.7631	0.1841	0.7631	0.8736
No log	4.7733	358	0.7585	0.2308	0.7585	0.8709
No log	4.8	360	0.7565	0.1321	0.7565	0.8698
No log	4.8267	362	0.7463	0.1388	0.7463	0.8639
No log	4.8533	364	0.7270	0.0899	0.7270	0.8527
No log	4.88	366	0.7066	0.0833	0.7066	0.8406
No log	4.9067	368	0.6860	0.2000	0.6860	0.8282
No log	4.9333	370	0.6639	0.1398	0.6639	0.8148
No log	4.96	372	0.6651	0.0939	0.6651	0.8155
No log	4.9867	374	0.6600	0.1568	0.6600	0.8124
No log	5.0133	376	0.6864	0.2157	0.6864	0.8285
No log	5.04	378	0.7591	0.3271	0.7591	0.8713
No log	5.0667	380	0.6760	0.2381	0.6760	0.8222
No log	5.0933	382	0.6075	0.1739	0.6075	0.7794
No log	5.12	384	0.7054	0.2637	0.7054	0.8399
No log	5.1467	386	0.7175	0.2637	0.7175	0.8470
No log	5.1733	388	0.6307	0.2000	0.6307	0.7942
No log	5.2	390	0.6005	0.1915	0.6005	0.7749
No log	5.2267	392	0.6124	0.1675	0.6124	0.7826
No log	5.2533	394	0.6775	0.2607	0.6775	0.8231
No log	5.28	396	0.6698	0.2453	0.6698	0.8184
No log	5.3067	398	0.6637	0.2511	0.6637	0.8147
No log	5.3333	400	0.6709	0.2208	0.6709	0.8191
No log	5.36	402	0.6668	0.2838	0.6668	0.8166
No log	5.3867	404	0.6448	0.2227	0.6448	0.8030
No log	5.4133	406	0.6450	0.2239	0.6450	0.8031
No log	5.44	408	0.6957	0.2563	0.6957	0.8341
No log	5.4667	410	0.7022	0.2653	0.7022	0.8380
No log	5.4933	412	0.6834	0.2000	0.6834	0.8267
No log	5.52	414	0.6666	0.2239	0.6666	0.8165
No log	5.5467	416	0.7091	0.2233	0.7091	0.8421
No log	5.5733	418	0.8521	0.2607	0.8521	0.9231
No log	5.6	420	1.0761	0.1261	1.0761	1.0373
No log	5.6267	422	1.0651	0.1290	1.0651	1.0320
No log	5.6533	424	0.8945	0.2222	0.8945	0.9458
No log	5.68	426	0.7114	0.25	0.7114	0.8434
No log	5.7067	428	0.6452	0.2165	0.6452	0.8033
No log	5.7333	430	0.6349	0.1746	0.6349	0.7968
No log	5.76	432	0.6371	0.1832	0.6371	0.7982
No log	5.7867	434	0.7191	0.2637	0.7191	0.8480
No log	5.8133	436	0.8164	0.2692	0.8164	0.9036
No log	5.84	438	0.8982	0.2692	0.8982	0.9477
No log	5.8667	440	0.8302	0.2692	0.8302	0.9112
No log	5.8933	442	0.6817	0.2475	0.6817	0.8257
No log	5.92	444	0.6166	0.1828	0.6166	0.7852
No log	5.9467	446	0.6181	0.25	0.6181	0.7862
No log	5.9733	448	0.6153	0.2000	0.6153	0.7844
No log	6.0	450	0.6845	0.2563	0.6845	0.8274
No log	6.0267	452	0.8497	0.3052	0.8497	0.9218
No log	6.0533	454	0.8772	0.3052	0.8772	0.9366
No log	6.08	456	0.8030	0.2709	0.8030	0.8961
No log	6.1067	458	0.6464	0.2670	0.6464	0.8040
No log	6.1333	460	0.5793	0.3149	0.5793	0.7611
No log	6.16	462	0.5757	0.2749	0.5757	0.7588
No log	6.1867	464	0.6070	0.2865	0.6070	0.7791
No log	6.2133	466	0.6485	0.3016	0.6485	0.8053
No log	6.24	468	0.6769	0.2746	0.6769	0.8228
No log	6.2667	470	0.7306	0.2727	0.7306	0.8548
No log	6.2933	472	0.6991	0.3061	0.6991	0.8361
No log	6.32	474	0.6184	0.3575	0.6184	0.7864
No log	6.3467	476	0.5906	0.3043	0.5906	0.7685
No log	6.3733	478	0.5955	0.3200	0.5955	0.7717
No log	6.4	480	0.6023	0.3508	0.6023	0.7761
No log	6.4267	482	0.6793	0.2871	0.6793	0.8242
No log	6.4533	484	0.7618	0.2709	0.7618	0.8728
No log	6.48	486	0.7755	0.2692	0.7755	0.8806
No log	6.5067	488	0.7605	0.2692	0.7605	0.8721
No log	6.5333	490	0.7401	0.3035	0.7401	0.8603
No log	6.5600	492	0.7241	0.2850	0.7241	0.8510
No log	6.5867	494	0.6982	0.2780	0.6982	0.8356
No log	6.6133	496	0.6756	0.2780	0.6756	0.8219
No log	6.64	498	0.6998	0.2762	0.6998	0.8366
0.3874	6.6667	500	0.6995	0.2762	0.6995	0.8364
0.3874	6.6933	502	0.6924	0.2762	0.6924	0.8321
0.3874	6.72	504	0.6723	0.2762	0.6723	0.8199
0.3874	6.7467	506	0.6840	0.2762	0.6840	0.8271
0.3874	6.7733	508	0.7678	0.2692	0.7678	0.8763
0.3874	6.8	510	0.7930	0.2692	0.7930	0.8905
0.3874	6.8267	512	0.7336	0.2830	0.7336	0.8565
0.3874	6.8533	514	0.6738	0.2762	0.6738	0.8209
0.3874	6.88	516	0.6453	0.2607	0.6453	0.8033
0.3874	6.9067	518	0.6562	0.2692	0.6562	0.8100
0.3874	6.9333	520	0.6473	0.3131	0.6473	0.8045
0.3874	6.96	522	0.6582	0.2709	0.6582	0.8113
0.3874	6.9867	524	0.6717	0.2780	0.6717	0.8196
0.3874	7.0133	526	0.6684	0.24	0.6684	0.8175
0.3874	7.04	528	0.6678	0.2323	0.6678	0.8172
0.3874	7.0667	530	0.6834	0.2780	0.6834	0.8267
0.3874	7.0933	532	0.7498	0.1776	0.7498	0.8659
0.3874	7.12	534	0.7857	0.1776	0.7857	0.8864
0.3874	7.1467	536	0.7313	0.2744	0.7313	0.8551
0.3874	7.1733	538	0.6643	0.3035	0.6643	0.8151
0.3874	7.2	540	0.6589	0.3035	0.6589	0.8117
0.3874	7.2267	542	0.6828	0.2780	0.6828	0.8263
0.3874	7.2533	544	0.7120	0.2475	0.7120	0.8438
0.3874	7.28	546	0.7116	0.2563	0.7116	0.8435
0.3874	7.3067	548	0.7126	0.2549	0.7126	0.8442
0.3874	7.3333	550	0.7082	0.2549	0.7082	0.8415
0.3874	7.36	552	0.6819	0.2563	0.6819	0.8258
0.3874	7.3867	554	0.6544	0.2780	0.6544	0.8089
0.3874	7.4133	556	0.6521	0.2780	0.6521	0.8075
0.3874	7.44	558	0.6827	0.2871	0.6827	0.8262
0.3874	7.4667	560	0.7028	0.2549	0.7028	0.8383
0.3874	7.4933	562	0.7077	0.2727	0.7077	0.8412
0.3874	7.52	564	0.7396	0.2727	0.7396	0.8600
0.3874	7.5467	566	0.7321	0.2727	0.7321	0.8556
0.3874	7.5733	568	0.6699	0.2965	0.6699	0.8184
0.3874	7.6	570	0.6067	0.2746	0.6067	0.7789
0.3874	7.6267	572	0.6012	0.2746	0.6012	0.7754
0.3874	7.6533	574	0.6202	0.3131	0.6202	0.7875
0.3874	7.68	576	0.6650	0.2780	0.6650	0.8155
0.3874	7.7067	578	0.7562	0.2727	0.7562	0.8696
0.3874	7.7333	580	0.8002	0.2709	0.8002	0.8945
0.3874	7.76	582	0.7795	0.2709	0.7795	0.8829
0.3874	7.7867	584	0.7139	0.2762	0.7139	0.8449
0.3874	7.8133	586	0.6817	0.2780	0.6817	0.8257
0.3874	7.84	588	0.6811	0.2692	0.6811	0.8253
0.3874	7.8667	590	0.7078	0.2762	0.7078	0.8413
0.3874	7.8933	592	0.7370	0.2762	0.7370	0.8585
0.3874	7.92	594	0.7456	0.2762	0.7456	0.8635
0.3874	7.9467	596	0.7476	0.2762	0.7476	0.8646
0.3874	7.9733	598	0.7637	0.2744	0.7637	0.8739
0.3874	8.0	600	0.8101	0.2453	0.8101	0.9000
0.3874	8.0267	602	0.8439	0.2300	0.8439	0.9187
0.3874	8.0533	604	0.8503	0.2300	0.8503	0.9221
0.3874	8.08	606	0.8162	0.2607	0.8162	0.9034
0.3874	8.1067	608	0.7407	0.2744	0.7407	0.8607
0.3874	8.1333	610	0.6676	0.2692	0.6676	0.8171
0.3874	8.16	612	0.6376	0.2746	0.6376	0.7985
0.3874	8.1867	614	0.6206	0.2340	0.6206	0.7878
0.3874	8.2133	616	0.6221	0.2340	0.6221	0.7887
0.3874	8.24	618	0.6513	0.2780	0.6513	0.8071
0.3874	8.2667	620	0.6878	0.2563	0.6878	0.8293
0.3874	8.2933	622	0.7217	0.2637	0.7217	0.8495
0.3874	8.32	624	0.7435	0.2727	0.7435	0.8622
0.3874	8.3467	626	0.7450	0.2727	0.7450	0.8631
0.3874	8.3733	628	0.7219	0.2563	0.7219	0.8496
0.3874	8.4	630	0.7036	0.2563	0.7036	0.8388
0.3874	8.4267	632	0.6959	0.2871	0.6959	0.8342
0.3874	8.4533	634	0.6623	0.2780	0.6623	0.8138
0.3874	8.48	636	0.6295	0.2709	0.6295	0.7934
0.3874	8.5067	638	0.6202	0.3301	0.6202	0.7875
0.3874	8.5333	640	0.6180	0.3208	0.6180	0.7862
0.3874	8.56	642	0.6317	0.3301	0.6317	0.7948
0.3874	8.5867	644	0.6530	0.2692	0.6530	0.8081
0.3874	8.6133	646	0.6981	0.2780	0.6981	0.8355
0.3874	8.64	648	0.7364	0.2941	0.7364	0.8581
0.3874	8.6667	650	0.7712	0.2621	0.7712	0.8782
0.3874	8.6933	652	0.7945	0.2692	0.7945	0.8914
0.3874	8.72	654	0.7829	0.2692	0.7829	0.8848
0.3874	8.7467	656	0.7441	0.2637	0.7441	0.8626
0.3874	8.7733	658	0.6879	0.2965	0.6879	0.8294
0.3874	8.8	660	0.6317	0.2780	0.6317	0.7948
0.3874	8.8267	662	0.6030	0.2766	0.6030	0.7765
0.3874	8.8533	664	0.5895	0.2258	0.5895	0.7678
0.3874	8.88	666	0.5856	0.2258	0.5856	0.7653
0.3874	8.9067	668	0.5880	0.2258	0.5880	0.7668
0.3874	8.9333	670	0.5972	0.2245	0.5972	0.7728
0.3874	8.96	672	0.6129	0.2621	0.6129	0.7829
0.3874	8.9867	674	0.6340	0.2692	0.6340	0.7963
0.3874	9.0133	676	0.6715	0.2780	0.6715	0.8194
0.3874	9.04	678	0.7222	0.2965	0.7222	0.8498
0.3874	9.0667	680	0.7627	0.2653	0.7627	0.8733
0.3874	9.0933	682	0.7688	0.2746	0.7688	0.8768
0.3874	9.12	684	0.7500	0.2653	0.7500	0.8660
0.3874	9.1467	686	0.7167	0.2871	0.7167	0.8466
0.3874	9.1733	688	0.6894	0.2780	0.6894	0.8303
0.3874	9.2	690	0.6792	0.2780	0.6792	0.8241
0.3874	9.2267	692	0.6720	0.2780	0.6720	0.8198
0.3874	9.2533	694	0.6579	0.2780	0.6579	0.8111
0.3874	9.28	696	0.6441	0.2780	0.6441	0.8025
0.3874	9.3067	698	0.6398	0.2692	0.6398	0.7999
0.3874	9.3333	700	0.6306	0.2709	0.6306	0.7941
0.3874	9.36	702	0.6269	0.2709	0.6269	0.7918
0.3874	9.3867	704	0.6234	0.2709	0.6234	0.7896
0.3874	9.4133	706	0.6237	0.2709	0.6237	0.7897
0.3874	9.44	708	0.6248	0.2709	0.6248	0.7905
0.3874	9.4667	710	0.6243	0.2709	0.6243	0.7901
0.3874	9.4933	712	0.6259	0.2709	0.6259	0.7911
0.3874	9.52	714	0.6320	0.2692	0.6320	0.7950
0.3874	9.5467	716	0.6431	0.2780	0.6431	0.8019
0.3874	9.5733	718	0.6555	0.2780	0.6555	0.8096
0.3874	9.6	720	0.6696	0.2780	0.6696	0.8183
0.3874	9.6267	722	0.6829	0.2780	0.6829	0.8264
0.3874	9.6533	724	0.6946	0.2780	0.6946	0.8334
0.3874	9.68	726	0.7023	0.2475	0.7023	0.8381
0.3874	9.7067	728	0.7026	0.2475	0.7026	0.8382
0.3874	9.7333	730	0.6990	0.2780	0.6990	0.8361
0.3874	9.76	732	0.6960	0.2780	0.6960	0.8343
0.3874	9.7867	734	0.6984	0.2780	0.6984	0.8357
0.3874	9.8133	736	0.6973	0.2780	0.6973	0.8351
0.3874	9.84	738	0.6927	0.2780	0.6927	0.8323
0.3874	9.8667	740	0.6888	0.2780	0.6888	0.8300
0.3874	9.8933	742	0.6862	0.2780	0.6862	0.8284
0.3874	9.92	744	0.6828	0.2780	0.6828	0.8263
0.3874	9.9467	746	0.6798	0.2780	0.6798	0.8245
0.3874	9.9733	748	0.6778	0.2780	0.6778	0.8233
0.3874	10.0	750	0.6768	0.2780	0.6768	0.8227

Framework versions

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