ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k15_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: 0.6033
• Qwk: 0.3684
• Mse: 0.6033
• Rmse: 0.7767

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	3.1546	-0.0149	3.1546	1.7761
No log	0.0533	4	1.5114	0.0255	1.5114	1.2294
No log	0.08	6	0.9467	0.0769	0.9467	0.9730
No log	0.1067	8	1.1213	0.0795	1.1213	1.0589
No log	0.1333	10	0.6978	0.1461	0.6978	0.8353
No log	0.16	12	0.7389	0.1163	0.7389	0.8596
No log	0.1867	14	0.6505	0.1264	0.6505	0.8066
No log	0.2133	16	1.6497	0.0787	1.6497	1.2844
No log	0.24	18	1.4281	0.0692	1.4281	1.1950
No log	0.2667	20	0.6093	0.0850	0.6093	0.7806
No log	0.2933	22	0.6483	0.0	0.6483	0.8052
No log	0.32	24	0.6688	0.0	0.6688	0.8178
No log	0.3467	26	0.5734	0.0534	0.5734	0.7572
No log	0.3733	28	0.6843	0.1619	0.6843	0.8272
No log	0.4	30	0.6736	0.1917	0.6736	0.8207
No log	0.4267	32	0.6761	-0.0575	0.6761	0.8223
No log	0.4533	34	0.7634	0.1388	0.7634	0.8737
No log	0.48	36	0.9141	0.1111	0.9141	0.9561
No log	0.5067	38	0.7189	0.1919	0.7189	0.8479
No log	0.5333	40	0.6381	0.0303	0.6381	0.7988
No log	0.56	42	0.6875	0.0504	0.6875	0.8292
No log	0.5867	44	0.6119	0.2000	0.6119	0.7823
No log	0.6133	46	0.6231	0.2093	0.6231	0.7894
No log	0.64	48	0.6352	0.2542	0.6352	0.7970
No log	0.6667	50	0.6919	0.1658	0.6919	0.8318
No log	0.6933	52	0.7820	0.1357	0.7820	0.8843
No log	0.72	54	0.6612	0.1905	0.6612	0.8131
No log	0.7467	56	0.6971	0.1579	0.6971	0.8349
No log	0.7733	58	0.7524	0.2079	0.7524	0.8674
No log	0.8	60	0.7519	0.1923	0.7519	0.8671
No log	0.8267	62	0.8135	0.1925	0.8135	0.9020
No log	0.8533	64	1.0522	0.0817	1.0522	1.0258
No log	0.88	66	0.7012	0.2323	0.7012	0.8374
No log	0.9067	68	1.0839	0.2000	1.0839	1.0411
No log	0.9333	70	0.9321	0.1799	0.9321	0.9654
No log	0.96	72	0.5833	0.1529	0.5833	0.7637
No log	0.9867	74	1.5249	0.0712	1.5249	1.2349
No log	1.0133	76	1.3107	0.0915	1.3107	1.1449
No log	1.04	78	0.5338	0.2752	0.5338	0.7306
No log	1.0667	80	0.6519	0.2727	0.6519	0.8074
No log	1.0933	82	0.6456	0.3237	0.6456	0.8035
No log	1.12	84	0.5004	0.2105	0.5004	0.7074
No log	1.1467	86	1.0606	0.1882	1.0606	1.0299
No log	1.1733	88	1.2251	0.1340	1.2251	1.1068
No log	1.2	90	0.7885	0.3473	0.7885	0.8880
No log	1.2267	92	0.7696	0.3735	0.7696	0.8773
No log	1.2533	94	0.7732	0.3226	0.7732	0.8793
No log	1.28	96	0.5378	0.3182	0.5378	0.7333
No log	1.3067	98	0.5556	0.3580	0.5556	0.7454
No log	1.3333	100	0.7348	0.3208	0.7348	0.8572
No log	1.3600	102	0.6194	0.2967	0.6194	0.7870
No log	1.3867	104	0.5963	0.2941	0.5963	0.7722
No log	1.4133	106	0.7379	0.2372	0.7379	0.8590
No log	1.44	108	0.5513	0.3103	0.5513	0.7425
No log	1.4667	110	0.7360	0.2811	0.7360	0.8579
No log	1.4933	112	1.0004	0.1756	1.0004	1.0002
No log	1.52	114	1.0576	0.2000	1.0576	1.0284
No log	1.5467	116	0.8968	0.1937	0.8968	0.9470
No log	1.5733	118	0.7233	0.3684	0.7233	0.8505
No log	1.6	120	0.6874	0.28	0.6874	0.8291
No log	1.6267	122	0.6953	0.2821	0.6953	0.8338
No log	1.6533	124	0.8148	0.2520	0.8148	0.9027
No log	1.6800	126	1.7111	0.1916	1.7111	1.3081
No log	1.7067	128	1.4222	0.1501	1.4222	1.1926
No log	1.7333	130	0.7011	0.3035	0.7011	0.8373
No log	1.76	132	0.6715	0.2487	0.6715	0.8195
No log	1.7867	134	0.7277	0.3663	0.7277	0.8531
No log	1.8133	136	1.0577	0.1760	1.0577	1.0284
No log	1.8400	138	0.8084	0.2075	0.8084	0.8991
No log	1.8667	140	0.9352	0.1736	0.9352	0.9670
No log	1.8933	142	1.3415	0.1304	1.3415	1.1582
No log	1.92	144	0.9508	0.1417	0.9508	0.9751
No log	1.9467	146	0.7481	0.1928	0.7481	0.8649
No log	1.9733	148	0.8824	0.2269	0.8824	0.9394
No log	2.0	150	0.6615	0.2941	0.6615	0.8133
No log	2.0267	152	0.8287	0.2414	0.8287	0.9103
No log	2.0533	154	1.0404	0.0698	1.0404	1.0200
No log	2.08	156	0.7087	0.2513	0.7087	0.8419
No log	2.1067	158	0.5958	0.3563	0.5958	0.7719
No log	2.1333	160	0.6735	0.3661	0.6735	0.8207
No log	2.16	162	1.4093	0.1591	1.4093	1.1872
No log	2.1867	164	1.7517	0.1653	1.7517	1.3235
No log	2.2133	166	1.1599	0.1950	1.1599	1.0770
No log	2.24	168	0.6143	0.2842	0.6143	0.7838
No log	2.2667	170	0.7279	0.2432	0.7279	0.8532
No log	2.2933	172	0.6286	0.2083	0.6286	0.7928
No log	2.32	174	0.6553	0.2542	0.6553	0.8095
No log	2.3467	176	1.0962	0.1317	1.0962	1.0470
No log	2.3733	178	1.0319	0.1533	1.0319	1.0158
No log	2.4	180	0.6365	0.3778	0.6365	0.7978
No log	2.4267	182	0.6100	0.3016	0.6100	0.7810
No log	2.4533	184	0.6686	0.3508	0.6686	0.8177
No log	2.48	186	1.2374	0.1746	1.2374	1.1124
No log	2.5067	188	1.5620	0.2174	1.5620	1.2498
No log	2.5333	190	1.1355	0.1467	1.1355	1.0656
No log	2.56	192	0.6486	0.4105	0.6486	0.8053
No log	2.5867	194	0.6433	0.2653	0.6433	0.8021
No log	2.6133	196	0.6210	0.4098	0.6210	0.7881
No log	2.64	198	0.7520	0.2150	0.7520	0.8672
No log	2.6667	200	1.1168	0.1785	1.1168	1.0568
No log	2.6933	202	1.0230	0.1773	1.0230	1.0114
No log	2.7200	204	0.6589	0.3061	0.6589	0.8117
No log	2.7467	206	0.6896	0.1321	0.6896	0.8304
No log	2.7733	208	0.6902	0.1855	0.6902	0.8308
No log	2.8	210	0.6103	0.3898	0.6103	0.7812
No log	2.8267	212	0.7328	0.2453	0.7328	0.8560
No log	2.8533	214	0.6703	0.2893	0.6703	0.8187
No log	2.88	216	0.6707	0.36	0.6707	0.8189
No log	2.9067	218	0.6378	0.3535	0.6378	0.7986
No log	2.9333	220	0.6587	0.3535	0.6587	0.8116
No log	2.96	222	0.6462	0.3508	0.6462	0.8039
No log	2.9867	224	0.8592	0.2314	0.8592	0.9270
No log	3.0133	226	1.0224	0.2806	1.0224	1.0112
No log	3.04	228	0.7370	0.2333	0.7370	0.8585
No log	3.0667	230	0.5894	0.4468	0.5894	0.7677
No log	3.0933	232	0.6042	0.4404	0.6042	0.7773
No log	3.12	234	0.7076	0.2661	0.7076	0.8412
No log	3.1467	236	0.7119	0.3271	0.7119	0.8438
No log	3.1733	238	0.6839	0.3143	0.6839	0.8270
No log	3.2	240	0.7538	0.2877	0.7538	0.8682
No log	3.2267	242	0.7254	0.3180	0.7254	0.8517
No log	3.2533	244	0.7432	0.2877	0.7432	0.8621
No log	3.2800	246	0.8321	0.2340	0.8321	0.9122
No log	3.3067	248	0.7094	0.2877	0.7094	0.8422
No log	3.3333	250	0.7714	0.1705	0.7714	0.8783
No log	3.36	252	0.9481	0.1545	0.9481	0.9737
No log	3.3867	254	0.7674	0.2069	0.7674	0.8760
No log	3.4133	256	0.6080	0.3297	0.6080	0.7798
No log	3.44	258	0.5968	0.3548	0.5968	0.7725
No log	3.4667	260	0.5864	0.3661	0.5864	0.7658
No log	3.4933	262	0.6088	0.4286	0.6088	0.7802
No log	3.52	264	0.7925	0.2397	0.7925	0.8902
No log	3.5467	266	0.7308	0.2072	0.7308	0.8549
No log	3.5733	268	0.5894	0.3333	0.5894	0.7677
No log	3.6	270	0.6003	0.3862	0.6003	0.7748
No log	3.6267	272	0.7039	0.2300	0.7039	0.8390
No log	3.6533	274	0.9111	0.2593	0.9111	0.9545
No log	3.68	276	0.8004	0.2397	0.8004	0.8946
No log	3.7067	278	0.6133	0.3708	0.6133	0.7831
No log	3.7333	280	0.5525	0.4091	0.5525	0.7433
No log	3.76	282	0.5873	0.3402	0.5873	0.7663
No log	3.7867	284	0.5597	0.3617	0.5597	0.7481
No log	3.8133	286	0.5669	0.4353	0.5669	0.7529
No log	3.84	288	0.7940	0.1864	0.7940	0.8911
No log	3.8667	290	0.7817	0.1864	0.7817	0.8841
No log	3.8933	292	0.5889	0.3171	0.5889	0.7674
No log	3.92	294	0.5344	0.3636	0.5344	0.7310
No log	3.9467	296	0.5793	0.25	0.5793	0.7611
No log	3.9733	298	0.5387	0.4475	0.5387	0.7339
No log	4.0	300	0.6514	0.3548	0.6514	0.8071
No log	4.0267	302	0.9362	0.2124	0.9362	0.9676
No log	4.0533	304	0.9136	0.2126	0.9136	0.9558
No log	4.08	306	0.7113	0.3860	0.7113	0.8434
No log	4.1067	308	0.6378	0.2308	0.6378	0.7987
No log	4.1333	310	0.6678	0.2919	0.6678	0.8172
No log	4.16	312	0.7219	0.4087	0.7219	0.8497
No log	4.1867	314	0.7500	0.3448	0.7500	0.8660
No log	4.2133	316	0.7701	0.2554	0.7701	0.8775
No log	4.24	318	0.6728	0.2233	0.6728	0.8203
No log	4.2667	320	0.5755	0.3778	0.5755	0.7586
No log	4.2933	322	0.5841	0.3778	0.5841	0.7642
No log	4.32	324	0.6562	0.3860	0.6562	0.8101
No log	4.3467	326	0.7599	0.2980	0.7599	0.8717
No log	4.3733	328	0.6793	0.4178	0.6793	0.8242
No log	4.4	330	0.7025	0.4178	0.7025	0.8381
No log	4.4267	332	0.8418	0.2960	0.8418	0.9175
No log	4.4533	334	0.7886	0.3226	0.7886	0.8880
No log	4.48	336	0.8188	0.2980	0.8188	0.9049
No log	4.5067	338	0.8062	0.2980	0.8062	0.8979
No log	4.5333	340	0.9122	0.2713	0.9122	0.9551
No log	4.5600	342	0.8917	0.2459	0.8917	0.9443
No log	4.5867	344	0.6740	0.3274	0.6740	0.8210
No log	4.6133	346	0.6037	0.3297	0.6037	0.7770
No log	4.64	348	0.5954	0.3407	0.5954	0.7716
No log	4.6667	350	0.6676	0.3455	0.6676	0.8171
No log	4.6933	352	0.8509	0.2203	0.8509	0.9224
No log	4.72	354	1.0144	0.1613	1.0144	1.0072
No log	4.7467	356	0.8911	0.1867	0.8911	0.9440
No log	4.7733	358	0.6416	0.3131	0.6416	0.8010
No log	4.8	360	0.5985	0.3333	0.5985	0.7736
No log	4.8267	362	0.6197	0.2893	0.6197	0.7872
No log	4.8533	364	0.7317	0.3091	0.7317	0.8554
No log	4.88	366	0.8319	0.3653	0.8319	0.9121
No log	4.9067	368	0.8987	0.3653	0.8987	0.9480
No log	4.9333	370	0.8623	0.3653	0.8623	0.9286
No log	4.96	372	0.9756	0.3333	0.9756	0.9877
No log	4.9867	374	1.0138	0.2582	1.0138	1.0069
No log	5.0133	376	0.8909	0.3653	0.8909	0.9439
No log	5.04	378	0.7512	0.3043	0.7512	0.8667
No log	5.0667	380	0.7765	0.2727	0.7765	0.8812
No log	5.0933	382	0.8103	0.2469	0.8103	0.9002
No log	5.12	384	0.8412	0.2469	0.8412	0.9172
No log	5.1467	386	0.7741	0.2479	0.7741	0.8798
No log	5.1733	388	0.7509	0.2414	0.7509	0.8666
No log	5.2	390	0.8406	0.2469	0.8406	0.9169
No log	5.2267	392	0.7889	0.2414	0.7889	0.8882
No log	5.2533	394	0.6640	0.3333	0.6640	0.8148
No log	5.28	396	0.6448	0.3786	0.6448	0.8030
No log	5.3067	398	0.6521	0.3786	0.6521	0.8075
No log	5.3333	400	0.7024	0.3303	0.7024	0.8381
No log	5.36	402	0.7452	0.3043	0.7452	0.8632
No log	5.3867	404	0.7358	0.2554	0.7358	0.8578
No log	5.4133	406	0.6978	0.3333	0.6978	0.8353
No log	5.44	408	0.7091	0.3365	0.7091	0.8421
No log	5.4667	410	0.7485	0.3391	0.7485	0.8652
No log	5.4933	412	0.9007	0.3258	0.9007	0.9491
No log	5.52	414	1.1670	0.1475	1.1670	1.0803
No log	5.5467	416	1.1472	0.1733	1.1472	1.0711
No log	5.5733	418	0.8974	0.2640	0.8974	0.9473
No log	5.6	420	0.7591	0.2920	0.7591	0.8713
No log	5.6267	422	0.6842	0.3365	0.6842	0.8272
No log	5.6533	424	0.6602	0.2850	0.6602	0.8125
No log	5.68	426	0.6549	0.4059	0.6549	0.8092
No log	5.7067	428	0.7132	0.2423	0.7132	0.8445
No log	5.7333	430	0.6880	0.2793	0.6880	0.8294
No log	5.76	432	0.6018	0.4348	0.6018	0.7757
No log	5.7867	434	0.5806	0.3708	0.5806	0.7620
No log	5.8133	436	0.5839	0.3778	0.5839	0.7641
No log	5.84	438	0.6439	0.3242	0.6439	0.8024
No log	5.8667	440	0.8601	0.2727	0.8601	0.9274
No log	5.8933	442	0.9556	0.2582	0.9556	0.9776
No log	5.92	444	0.8185	0.2727	0.8185	0.9047
No log	5.9467	446	0.6410	0.3200	0.6410	0.8006
No log	5.9733	448	0.6187	0.2549	0.6187	0.7866
No log	6.0	450	0.6370	0.3524	0.6370	0.7981
No log	6.0267	452	0.6046	0.3402	0.6046	0.7776
No log	6.0533	454	0.6804	0.3684	0.6804	0.8249
No log	6.08	456	0.8879	0.1870	0.8879	0.9423
No log	6.1067	458	0.8971	0.1870	0.8971	0.9471
No log	6.1333	460	0.7444	0.2203	0.7444	0.8628
No log	6.16	462	0.5748	0.4286	0.5748	0.7581
No log	6.1867	464	0.5459	0.2727	0.5459	0.7388
No log	6.2133	466	0.6038	0.2821	0.6038	0.7770
No log	6.24	468	0.5925	0.2821	0.5925	0.7697
No log	6.2667	470	0.5462	0.3149	0.5462	0.7391
No log	6.2933	472	0.5799	0.4607	0.5799	0.7615
No log	6.32	474	0.6531	0.3905	0.6531	0.8082
No log	6.3467	476	0.6448	0.3561	0.6448	0.8030
No log	6.3733	478	0.6273	0.3878	0.6273	0.7920
No log	6.4	480	0.6242	0.3862	0.6242	0.7901
No log	6.4267	482	0.6319	0.3786	0.6319	0.7949
No log	6.4533	484	0.6113	0.4105	0.6113	0.7818
No log	6.48	486	0.6127	0.3641	0.6127	0.7828
No log	6.5067	488	0.6143	0.3200	0.6143	0.7838
No log	6.5333	490	0.6235	0.3469	0.6235	0.7896
No log	6.5600	492	0.6416	0.3462	0.6416	0.8010
No log	6.5867	494	0.6080	0.3402	0.6080	0.7797
No log	6.6133	496	0.5984	0.4348	0.5984	0.7735
No log	6.64	498	0.6395	0.3200	0.6395	0.7997
0.4249	6.6667	500	0.6580	0.3171	0.6580	0.8111
0.4249	6.6933	502	0.6110	0.3684	0.6110	0.7817
0.4249	6.72	504	0.5729	0.3778	0.5729	0.7569
0.4249	6.7467	506	0.5818	0.3708	0.5818	0.7628
0.4249	6.7733	508	0.5845	0.3661	0.5845	0.7645
0.4249	6.8	510	0.6193	0.4098	0.6193	0.7870
0.4249	6.8267	512	0.7296	0.2711	0.7296	0.8541
0.4249	6.8533	514	0.7497	0.2696	0.7497	0.8659
0.4249	6.88	516	0.7541	0.3021	0.7541	0.8684
0.4249	6.9067	518	0.7046	0.3116	0.7046	0.8394
0.4249	6.9333	520	0.6282	0.3089	0.6282	0.7926
0.4249	6.96	522	0.6125	0.3402	0.6125	0.7826
0.4249	6.9867	524	0.6306	0.2621	0.6306	0.7941
0.4249	7.0133	526	0.6199	0.3402	0.6199	0.7873
0.4249	7.04	528	0.6447	0.3439	0.6447	0.8029
0.4249	7.0667	530	0.7389	0.3021	0.7389	0.8596
0.4249	7.0933	532	0.7773	0.3021	0.7773	0.8816
0.4249	7.12	534	0.7346	0.3021	0.7346	0.8571
0.4249	7.1467	536	0.6673	0.3028	0.6673	0.8169
0.4249	7.1733	538	0.6070	0.3862	0.6070	0.7791
0.4249	7.2	540	0.5988	0.3402	0.5988	0.7738
0.4249	7.2267	542	0.5942	0.3706	0.5942	0.7708
0.4249	7.2533	544	0.5886	0.4105	0.5886	0.7672
0.4249	7.28	546	0.6188	0.3131	0.6188	0.7866
0.4249	7.3067	548	0.6901	0.3067	0.6901	0.8307
0.4249	7.3333	550	0.8009	0.2980	0.8009	0.8949
0.4249	7.36	552	0.8522	0.3433	0.8522	0.9232
0.4249	7.3867	554	0.7751	0.3021	0.7751	0.8804
0.4249	7.4133	556	0.6502	0.3143	0.6502	0.8064
0.4249	7.44	558	0.5777	0.375	0.5777	0.7601
0.4249	7.4667	560	0.5755	0.4924	0.5755	0.7586
0.4249	7.4933	562	0.5688	0.5052	0.5688	0.7542
0.4249	7.52	564	0.5770	0.4409	0.5770	0.7596
0.4249	7.5467	566	0.6495	0.3091	0.6495	0.8059
0.4249	7.5733	568	0.7319	0.3080	0.7319	0.8555
0.4249	7.6	570	0.7505	0.3080	0.7505	0.8663
0.4249	7.6267	572	0.6774	0.3043	0.6774	0.8231
0.4249	7.6533	574	0.5901	0.3641	0.5901	0.7682
0.4249	7.68	576	0.5566	0.4222	0.5566	0.7461
0.4249	7.7067	578	0.5373	0.4824	0.5373	0.7330
0.4249	7.7333	580	0.5261	0.5	0.5261	0.7253
0.4249	7.76	582	0.5336	0.4824	0.5336	0.7305
0.4249	7.7867	584	0.5392	0.4824	0.5392	0.7343
0.4249	7.8133	586	0.5483	0.4824	0.5483	0.7405
0.4249	7.84	588	0.5664	0.3730	0.5664	0.7526
0.4249	7.8667	590	0.5752	0.3231	0.5752	0.7584
0.4249	7.8933	592	0.5771	0.3231	0.5771	0.7596
0.4249	7.92	594	0.5556	0.5145	0.5556	0.7454
0.4249	7.9467	596	0.5531	0.4162	0.5531	0.7437
0.4249	7.9733	598	0.5614	0.4162	0.5614	0.7493
0.4249	8.0	600	0.5771	0.4348	0.5771	0.7597
0.4249	8.0267	602	0.6040	0.3684	0.6040	0.7772
0.4249	8.0533	604	0.6208	0.3231	0.6208	0.7879
0.4249	8.08	606	0.6390	0.3524	0.6390	0.7994
0.4249	8.1067	608	0.6343	0.3561	0.6343	0.7964
0.4249	8.1333	610	0.6247	0.36	0.6247	0.7904
0.4249	8.16	612	0.6058	0.3684	0.6058	0.7783
0.4249	8.1867	614	0.6071	0.3684	0.6071	0.7792
0.4249	8.2133	616	0.6214	0.3561	0.6214	0.7883
0.4249	8.24	618	0.6089	0.3684	0.6089	0.7803
0.4249	8.2667	620	0.5949	0.3684	0.5949	0.7713
0.4249	8.2933	622	0.5798	0.4162	0.5798	0.7615
0.4249	8.32	624	0.5610	0.4286	0.5610	0.7490
0.4249	8.3467	626	0.5477	0.4424	0.5477	0.7401
0.4249	8.3733	628	0.5425	0.4424	0.5425	0.7365
0.4249	8.4	630	0.5272	0.4620	0.5272	0.7261
0.4249	8.4267	632	0.5257	0.4620	0.5257	0.7251
0.4249	8.4533	634	0.5317	0.4620	0.5317	0.7292
0.4249	8.48	636	0.5549	0.4424	0.5549	0.7449
0.4249	8.5067	638	0.5709	0.4162	0.5709	0.7555
0.4249	8.5333	640	0.5867	0.3684	0.5867	0.7660
0.4249	8.56	642	0.6065	0.3200	0.6065	0.7788
0.4249	8.5867	644	0.6381	0.3488	0.6381	0.7988
0.4249	8.6133	646	0.6536	0.3067	0.6536	0.8085
0.4249	8.64	648	0.6466	0.3067	0.6466	0.8041
0.4249	8.6667	650	0.6370	0.3524	0.6370	0.7981
0.4249	8.6933	652	0.6228	0.3561	0.6228	0.7892
0.4249	8.72	654	0.6065	0.3200	0.6065	0.7788
0.4249	8.7467	656	0.5784	0.3684	0.5784	0.7605
0.4249	8.7733	658	0.5575	0.4824	0.5575	0.7467
0.4249	8.8	660	0.5405	0.4483	0.5405	0.7352
0.4249	8.8267	662	0.5372	0.4483	0.5372	0.7329
0.4249	8.8533	664	0.5407	0.4483	0.5407	0.7353
0.4249	8.88	666	0.5509	0.4824	0.5509	0.7423
0.4249	8.9067	668	0.5726	0.3730	0.5726	0.7567
0.4249	8.9333	670	0.6035	0.3684	0.6035	0.7769
0.4249	8.96	672	0.6366	0.3524	0.6366	0.7979
0.4249	8.9867	674	0.6478	0.3455	0.6478	0.8049
0.4249	9.0133	676	0.6531	0.3455	0.6531	0.8082
0.4249	9.04	678	0.6326	0.3524	0.6326	0.7954
0.4249	9.0667	680	0.6128	0.3684	0.6128	0.7828
0.4249	9.0933	682	0.5792	0.3730	0.5792	0.7610
0.4249	9.12	684	0.5555	0.4824	0.5555	0.7453
0.4249	9.1467	686	0.5399	0.4824	0.5399	0.7348
0.4249	9.1733	688	0.5345	0.4682	0.5345	0.7311
0.4249	9.2	690	0.5350	0.4824	0.5350	0.7314
0.4249	9.2267	692	0.5425	0.4824	0.5425	0.7365
0.4249	9.2533	694	0.5475	0.4824	0.5475	0.7400
0.4249	9.28	696	0.5582	0.4824	0.5582	0.7471
0.4249	9.3067	698	0.5809	0.3730	0.5809	0.7621
0.4249	9.3333	700	0.6032	0.3684	0.6032	0.7767
0.4249	9.36	702	0.6199	0.3200	0.6199	0.7873
0.4249	9.3867	704	0.6283	0.3524	0.6283	0.7927
0.4249	9.4133	706	0.6333	0.3524	0.6333	0.7958
0.4249	9.44	708	0.6268	0.3524	0.6268	0.7917
0.4249	9.4667	710	0.6168	0.3200	0.6168	0.7854
0.4249	9.4933	712	0.6032	0.3684	0.6032	0.7767
0.4249	9.52	714	0.5887	0.3684	0.5887	0.7672
0.4249	9.5467	716	0.5788	0.3730	0.5788	0.7608
0.4249	9.5733	718	0.5686	0.3730	0.5686	0.7540
0.4249	9.6	720	0.5630	0.4824	0.5630	0.7503
0.4249	9.6267	722	0.5638	0.4824	0.5638	0.7508
0.4249	9.6533	724	0.5641	0.4824	0.5641	0.7511
0.4249	9.68	726	0.5665	0.4824	0.5665	0.7527
0.4249	9.7067	728	0.5687	0.3730	0.5687	0.7542
0.4249	9.7333	730	0.5734	0.3730	0.5734	0.7572
0.4249	9.76	732	0.5803	0.3730	0.5803	0.7618
0.4249	9.7867	734	0.5893	0.3684	0.5893	0.7677
0.4249	9.8133	736	0.5962	0.3684	0.5962	0.7721
0.4249	9.84	738	0.5995	0.3684	0.5995	0.7743
0.4249	9.8667	740	0.6013	0.3684	0.6013	0.7754
0.4249	9.8933	742	0.6021	0.3684	0.6021	0.7760
0.4249	9.92	744	0.6022	0.3684	0.6022	0.7760
0.4249	9.9467	746	0.6027	0.3684	0.6027	0.7763
0.4249	9.9733	748	0.6031	0.3684	0.6031	0.7766
0.4249	10.0	750	0.6033	0.3684	0.6033	0.7767

Framework versions

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