ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task7_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: 0.9462
• Qwk: 0.3247
• Mse: 0.9462
• Rmse: 0.9727

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	0.0303	2	2.7092	-0.0407	2.7092	1.6460
No log	0.0606	4	1.3857	0.0763	1.3857	1.1771
No log	0.0909	6	0.9615	-0.0228	0.9615	0.9806
No log	0.1212	8	1.0229	0.0502	1.0229	1.0114
No log	0.1515	10	1.1454	-0.0541	1.1454	1.0702
No log	0.1818	12	1.1762	-0.0712	1.1762	1.0845
No log	0.2121	14	1.1590	-0.0721	1.1590	1.0766
No log	0.2424	16	1.0635	0.0457	1.0635	1.0313
No log	0.2727	18	1.0265	0.0694	1.0265	1.0132
No log	0.3030	20	0.9852	0.0821	0.9852	0.9926
No log	0.3333	22	1.0990	0.0095	1.0990	1.0483
No log	0.3636	24	1.0450	-0.0066	1.0450	1.0223
No log	0.3939	26	1.1134	-0.0137	1.1134	1.0552
No log	0.4242	28	1.0611	0.0241	1.0611	1.0301
No log	0.4545	30	0.9087	-0.0963	0.9087	0.9533
No log	0.4848	32	0.8642	-0.0027	0.8642	0.9296
No log	0.5152	34	0.8337	-0.0027	0.8337	0.9131
No log	0.5455	36	0.7845	-0.0027	0.7845	0.8857
No log	0.5758	38	0.8146	0.0295	0.8146	0.9026
No log	0.6061	40	0.8527	0.1972	0.8527	0.9234
No log	0.6364	42	0.8691	0.1866	0.8691	0.9322
No log	0.6667	44	0.8875	0.2121	0.8875	0.9421
No log	0.6970	46	0.8862	0.2121	0.8862	0.9414
No log	0.7273	48	0.9308	0.1416	0.9308	0.9648
No log	0.7576	50	0.9933	0.1962	0.9933	0.9966
No log	0.7879	52	0.9238	0.0851	0.9238	0.9611
No log	0.8182	54	0.9347	0.0509	0.9347	0.9668
No log	0.8485	56	1.0151	0.1373	1.0151	1.0075
No log	0.8788	58	1.0899	0.1914	1.0899	1.0440
No log	0.9091	60	0.9693	0.1598	0.9693	0.9845
No log	0.9394	62	0.9585	0.0741	0.9585	0.9790
No log	0.9697	64	0.9939	0.0419	0.9939	0.9969
No log	1.0	66	0.9990	0.1558	0.9990	0.9995
No log	1.0303	68	1.0172	0.1643	1.0172	1.0086
No log	1.0606	70	1.0501	0.1538	1.0501	1.0248
No log	1.0909	72	1.0622	0.1149	1.0622	1.0306
No log	1.1212	74	0.9809	0.1156	0.9809	0.9904
No log	1.1515	76	0.8878	0.1684	0.8878	0.9422
No log	1.1818	78	0.8687	0.1264	0.8687	0.9320
No log	1.2121	80	1.0790	0.2303	1.0790	1.0387
No log	1.2424	82	1.3146	0.2163	1.3146	1.1466
No log	1.2727	84	1.0829	0.2487	1.0829	1.0406
No log	1.3030	86	0.8859	0.1409	0.8859	0.9412
No log	1.3333	88	0.9339	0.2105	0.9339	0.9664
No log	1.3636	90	1.0774	0.2488	1.0774	1.0380
No log	1.3939	92	0.9354	0.2670	0.9354	0.9672
No log	1.4242	94	0.8751	0.1538	0.8751	0.9355
No log	1.4545	96	0.8915	0.1801	0.8915	0.9442
No log	1.4848	98	0.8052	0.1331	0.8052	0.8973
No log	1.5152	100	0.8197	0.3196	0.8197	0.9054
No log	1.5455	102	0.9071	0.2784	0.9071	0.9524
No log	1.5758	104	0.8587	0.3372	0.8587	0.9267
No log	1.6061	106	0.8361	0.3167	0.8361	0.9144
No log	1.6364	108	0.8233	0.2809	0.8233	0.9074
No log	1.6667	110	0.8952	0.3842	0.8952	0.9461
No log	1.6970	112	1.0285	0.3018	1.0285	1.0142
No log	1.7273	114	1.2319	0.1887	1.2319	1.1099
No log	1.7576	116	1.1469	0.2710	1.1469	1.0709
No log	1.7879	118	0.9948	0.3385	0.9948	0.9974
No log	1.8182	120	1.0261	0.3138	1.0261	1.0130
No log	1.8485	122	1.0325	0.3263	1.0325	1.0161
No log	1.8788	124	1.0784	0.2359	1.0784	1.0384
No log	1.9091	126	0.9709	0.2958	0.9709	0.9853
No log	1.9394	128	1.1502	0.2682	1.1502	1.0725
No log	1.9697	130	1.0871	0.2682	1.0871	1.0426
No log	2.0	132	0.9003	0.3388	0.9003	0.9488
No log	2.0303	134	0.8060	0.3530	0.8060	0.8978
No log	2.0606	136	0.8398	0.3885	0.8398	0.9164
No log	2.0909	138	0.9197	0.3801	0.9197	0.9590
No log	2.1212	140	0.9326	0.4081	0.9326	0.9657
No log	2.1515	142	0.7938	0.3885	0.7938	0.8910
No log	2.1818	144	0.7289	0.2862	0.7289	0.8538
No log	2.2121	146	0.7217	0.4081	0.7217	0.8495
No log	2.2424	148	0.7590	0.3544	0.7590	0.8712
No log	2.2727	150	0.7102	0.3945	0.7102	0.8427
No log	2.3030	152	0.7349	0.3022	0.7349	0.8573
No log	2.3333	154	0.7739	0.3144	0.7739	0.8797
No log	2.3636	156	0.9137	0.3609	0.9137	0.9559
No log	2.3939	158	0.9101	0.2893	0.9101	0.9540
No log	2.4242	160	0.9117	0.1514	0.9117	0.9548
No log	2.4545	162	0.9263	0.3051	0.9263	0.9624
No log	2.4848	164	1.0182	0.2754	1.0182	1.0091
No log	2.5152	166	0.9420	0.3409	0.9420	0.9706
No log	2.5455	168	0.8717	0.2183	0.8717	0.9337
No log	2.5758	170	0.9112	0.1446	0.9112	0.9546
No log	2.6061	172	0.8159	0.1904	0.8159	0.9032
No log	2.6364	174	0.9332	0.3356	0.9332	0.9660
No log	2.6667	176	1.2409	0.1796	1.2409	1.1139
No log	2.6970	178	1.2000	0.1663	1.2000	1.0955
No log	2.7273	180	0.9333	0.3379	0.9333	0.9661
No log	2.7576	182	0.7964	0.2775	0.7964	0.8924
No log	2.7879	184	0.8152	0.3018	0.8152	0.9029
No log	2.8182	186	0.8453	0.2888	0.8453	0.9194
No log	2.8485	188	1.0323	0.2705	1.0323	1.0160
No log	2.8788	190	1.0422	0.3015	1.0422	1.0209
No log	2.9091	192	0.8384	0.2801	0.8384	0.9156
No log	2.9394	194	0.7694	0.2608	0.7694	0.8771
No log	2.9697	196	0.7549	0.2557	0.7549	0.8689
No log	3.0	198	0.7755	0.3700	0.7755	0.8806
No log	3.0303	200	0.7637	0.3936	0.7637	0.8739
No log	3.0606	202	0.7401	0.3700	0.7401	0.8603
No log	3.0909	204	0.7141	0.3700	0.7141	0.8450
No log	3.1212	206	0.6750	0.4082	0.6750	0.8216
No log	3.1515	208	0.6624	0.3460	0.6624	0.8139
No log	3.1818	210	0.6812	0.3817	0.6812	0.8253
No log	3.2121	212	0.6659	0.3713	0.6659	0.8160
No log	3.2424	214	0.6709	0.4281	0.6709	0.8191
No log	3.2727	216	0.6662	0.4227	0.6662	0.8162
No log	3.3030	218	0.7747	0.3968	0.7747	0.8802
No log	3.3333	220	0.7963	0.4012	0.7963	0.8924
No log	3.3636	222	0.6836	0.3906	0.6836	0.8268
No log	3.3939	224	0.6951	0.3906	0.6951	0.8337
No log	3.4242	226	0.7719	0.3760	0.7719	0.8786
No log	3.4545	228	0.7670	0.3689	0.7670	0.8758
No log	3.4848	230	0.7008	0.4413	0.7008	0.8371
No log	3.5152	232	0.6618	0.4719	0.6618	0.8135
No log	3.5455	234	0.6837	0.4212	0.6837	0.8269
No log	3.5758	236	0.7930	0.3440	0.7930	0.8905
No log	3.6061	238	0.7443	0.3942	0.7443	0.8627
No log	3.6364	240	0.6864	0.4212	0.6864	0.8285
No log	3.6667	242	0.6735	0.4124	0.6735	0.8206
No log	3.6970	244	0.7038	0.4212	0.7038	0.8389
No log	3.7273	246	0.7575	0.3544	0.7575	0.8704
No log	3.7576	248	0.6846	0.4124	0.6846	0.8274
No log	3.7879	250	0.6816	0.4029	0.6816	0.8256
No log	3.8182	252	0.6960	0.3961	0.6960	0.8342
No log	3.8485	254	0.7692	0.3677	0.7692	0.8770
No log	3.8788	256	0.9064	0.3579	0.9064	0.9520
No log	3.9091	258	0.8276	0.3645	0.8276	0.9097
No log	3.9394	260	0.6618	0.4267	0.6618	0.8135
No log	3.9697	262	0.6361	0.3369	0.6361	0.7976
No log	4.0	264	0.6695	0.4330	0.6695	0.8182
No log	4.0303	266	0.6614	0.4330	0.6614	0.8132
No log	4.0606	268	0.6895	0.3737	0.6895	0.8304
No log	4.0909	270	0.7602	0.3131	0.7602	0.8719
No log	4.1212	272	0.7452	0.3095	0.7452	0.8632
No log	4.1515	274	0.6831	0.4013	0.6831	0.8265
No log	4.1818	276	0.6914	0.3961	0.6914	0.8315
No log	4.2121	278	0.7046	0.3961	0.7046	0.8394
No log	4.2424	280	0.7310	0.3738	0.7310	0.8550
No log	4.2727	282	0.7546	0.4020	0.7546	0.8687
No log	4.3030	284	0.7601	0.3914	0.7601	0.8718
No log	4.3333	286	0.7517	0.3689	0.7517	0.8670
No log	4.3636	288	0.7794	0.3613	0.7794	0.8828
No log	4.3939	290	0.9382	0.3226	0.9382	0.9686
No log	4.4242	292	1.2593	0.2925	1.2593	1.1222
No log	4.4545	294	1.2736	0.3058	1.2736	1.1285
No log	4.4848	296	1.0657	0.3114	1.0657	1.0323
No log	4.5152	298	0.8707	0.2725	0.8707	0.9331
No log	4.5455	300	0.8060	0.3353	0.8060	0.8978
No log	4.5758	302	0.8197	0.3353	0.8197	0.9054
No log	4.6061	304	0.9096	0.3425	0.9096	0.9537
No log	4.6364	306	1.0228	0.2730	1.0228	1.0113
No log	4.6667	308	0.9686	0.3236	0.9686	0.9842
No log	4.6970	310	0.9647	0.3102	0.9647	0.9822
No log	4.7273	312	0.9499	0.3102	0.9499	0.9746
No log	4.7576	314	0.7650	0.3794	0.7650	0.8746
No log	4.7879	316	0.6869	0.4124	0.6869	0.8288
No log	4.8182	318	0.6849	0.4124	0.6849	0.8276
No log	4.8485	320	0.7511	0.3677	0.7511	0.8666
No log	4.8788	322	0.7940	0.3653	0.7940	0.8911
No log	4.9091	324	0.7487	0.3700	0.7487	0.8653
No log	4.9394	326	0.7079	0.3914	0.7079	0.8414
No log	4.9697	328	0.6975	0.3836	0.6975	0.8351
No log	5.0	330	0.7296	0.3914	0.7296	0.8542
No log	5.0303	332	0.8394	0.3667	0.8394	0.9162
No log	5.0606	334	0.8442	0.3645	0.8442	0.9188
No log	5.0909	336	0.7567	0.3544	0.7567	0.8699
No log	5.1212	338	0.6866	0.3260	0.6866	0.8286
No log	5.1515	340	0.6911	0.3578	0.6911	0.8313
No log	5.1818	342	0.7209	0.3891	0.7209	0.8490
No log	5.2121	344	0.9353	0.2830	0.9353	0.9671
No log	5.2424	346	0.9426	0.3052	0.9426	0.9709
No log	5.2727	348	0.7458	0.3746	0.7458	0.8636
No log	5.3030	350	0.6649	0.4535	0.6649	0.8154
No log	5.3333	352	0.6831	0.4841	0.6831	0.8265
No log	5.3636	354	0.6477	0.5357	0.6477	0.8048
No log	5.3939	356	0.6596	0.4007	0.6596	0.8121
No log	5.4242	358	0.7178	0.3746	0.7178	0.8472
No log	5.4545	360	0.6689	0.4007	0.6689	0.8179
No log	5.4848	362	0.6524	0.3958	0.6524	0.8077
No log	5.5152	364	0.6344	0.4919	0.6344	0.7965
No log	5.5455	366	0.6676	0.3723	0.6676	0.8171
No log	5.5758	368	0.6715	0.3769	0.6715	0.8194
No log	5.6061	370	0.6481	0.4434	0.6481	0.8050
No log	5.6364	372	0.6418	0.4234	0.6418	0.8011
No log	5.6667	374	0.6783	0.3966	0.6783	0.8236
No log	5.6970	376	0.6744	0.3840	0.6744	0.8212
No log	5.7273	378	0.7082	0.3723	0.7082	0.8416
No log	5.7576	380	0.7118	0.3677	0.7118	0.8437
No log	5.7879	382	0.7442	0.3677	0.7442	0.8627
No log	5.8182	384	0.7296	0.3677	0.7296	0.8541
No log	5.8485	386	0.7327	0.3936	0.7327	0.8560
No log	5.8788	388	0.7644	0.3914	0.7644	0.8743
No log	5.9091	390	0.6863	0.3842	0.6863	0.8285
No log	5.9394	392	0.6482	0.4659	0.6482	0.8051
No log	5.9697	394	0.6622	0.4292	0.6622	0.8137
No log	6.0	396	0.8391	0.3183	0.8391	0.9160
No log	6.0303	398	1.0609	0.2889	1.0609	1.0300
No log	6.0606	400	1.1150	0.3086	1.1150	1.0560
No log	6.0909	402	0.8646	0.2677	0.8646	0.9299
No log	6.1212	404	0.6297	0.3942	0.6297	0.7935
No log	6.1515	406	0.5848	0.4929	0.5848	0.7647
No log	6.1818	408	0.5887	0.4661	0.5887	0.7673
No log	6.2121	410	0.7114	0.3909	0.7114	0.8434
No log	6.2424	412	0.9518	0.3850	0.9518	0.9756
No log	6.2727	414	0.9617	0.3850	0.9617	0.9807
No log	6.3030	416	0.7658	0.4104	0.7658	0.8751
No log	6.3333	418	0.6010	0.4336	0.6010	0.7752
No log	6.3636	420	0.5762	0.5101	0.5762	0.7591
No log	6.3939	422	0.5820	0.5101	0.5820	0.7629
No log	6.4242	424	0.6237	0.4059	0.6237	0.7897
No log	6.4545	426	0.7867	0.3699	0.7867	0.8870
No log	6.4848	428	0.8401	0.3562	0.8401	0.9166
No log	6.5152	430	0.7208	0.3450	0.7208	0.8490
No log	6.5455	432	0.6030	0.4576	0.6030	0.7765
No log	6.5758	434	0.6126	0.4149	0.6126	0.7827
No log	6.6061	436	0.6078	0.5009	0.6078	0.7796
No log	6.6364	438	0.5893	0.5505	0.5893	0.7676
No log	6.6667	440	0.6375	0.4336	0.6375	0.7984
No log	6.6970	442	0.6941	0.3985	0.6941	0.8331
No log	6.7273	444	0.6266	0.4336	0.6266	0.7916
No log	6.7576	446	0.6237	0.4336	0.6237	0.7897
No log	6.7879	448	0.6054	0.4661	0.6054	0.7781
No log	6.8182	450	0.6363	0.4336	0.6363	0.7977
No log	6.8485	452	0.6217	0.4901	0.6217	0.7885
No log	6.8788	454	0.6242	0.5289	0.6242	0.7900
No log	6.9091	456	0.6505	0.4819	0.6505	0.8065
No log	6.9394	458	0.6737	0.3958	0.6737	0.8208
No log	6.9697	460	0.6771	0.3958	0.6771	0.8229
No log	7.0	462	0.7209	0.3936	0.7209	0.8490
No log	7.0303	464	0.6954	0.3888	0.6954	0.8339
No log	7.0606	466	0.6112	0.5951	0.6112	0.7818
No log	7.0909	468	0.6009	0.5719	0.6009	0.7752
No log	7.1212	470	0.6010	0.5125	0.6010	0.7753
No log	7.1515	472	0.6188	0.4838	0.6188	0.7866
No log	7.1818	474	0.6745	0.4374	0.6745	0.8213
No log	7.2121	476	0.7078	0.3936	0.7078	0.8413
No log	7.2424	478	0.7075	0.3936	0.7075	0.8411
No log	7.2727	480	0.6839	0.4186	0.6839	0.8270
No log	7.3030	482	0.6581	0.4758	0.6581	0.8112
No log	7.3333	484	0.6834	0.4740	0.6834	0.8267
No log	7.3636	486	0.6977	0.4662	0.6977	0.8353
No log	7.3939	488	0.6955	0.4740	0.6955	0.8340
No log	7.4242	490	0.6891	0.4968	0.6891	0.8301
No log	7.4545	492	0.7260	0.3746	0.7260	0.8521
No log	7.4848	494	0.7225	0.3746	0.7225	0.8500
No log	7.5152	496	0.6851	0.4504	0.6851	0.8277
No log	7.5455	498	0.7131	0.3936	0.7131	0.8445
0.3741	7.5758	500	0.7733	0.3450	0.7733	0.8794
0.3741	7.6061	502	0.7978	0.3384	0.7978	0.8932
0.3741	7.6364	504	0.9148	0.3274	0.9148	0.9564
0.3741	7.6667	506	0.9941	0.3418	0.9941	0.9970
0.3741	7.6970	508	0.9629	0.3716	0.9629	0.9813
0.3741	7.7273	510	0.8910	0.4385	0.8910	0.9439
0.3741	7.7576	512	0.7575	0.4374	0.7575	0.8703
0.3741	7.7879	514	0.7087	0.4605	0.7087	0.8419
0.3741	7.8182	516	0.6720	0.3958	0.6720	0.8197
0.3741	7.8485	518	0.6768	0.3700	0.6768	0.8227
0.3741	7.8788	520	0.6839	0.3700	0.6839	0.8270
0.3741	7.9091	522	0.6770	0.3700	0.6770	0.8228
0.3741	7.9394	524	0.6902	0.3936	0.6902	0.8308
0.3741	7.9697	526	0.7177	0.3936	0.7177	0.8472
0.3741	8.0	528	0.8166	0.3798	0.8166	0.9037
0.3741	8.0303	530	0.8048	0.3936	0.8048	0.8971
0.3741	8.0606	532	0.6904	0.4428	0.6904	0.8309
0.3741	8.0909	534	0.6508	0.4928	0.6508	0.8067
0.3741	8.1212	536	0.6559	0.5421	0.6559	0.8099
0.3741	8.1515	538	0.6539	0.4699	0.6539	0.8086
0.3741	8.1818	540	0.7454	0.3936	0.7454	0.8633
0.3741	8.2121	542	0.7298	0.3936	0.7298	0.8543
0.3741	8.2424	544	0.7081	0.3936	0.7081	0.8415
0.3741	8.2727	546	0.7015	0.3569	0.7015	0.8375
0.3741	8.3030	548	0.6931	0.3793	0.6931	0.8325
0.3741	8.3333	550	0.6950	0.3863	0.6950	0.8336
0.3741	8.3636	552	0.7257	0.3863	0.7257	0.8519
0.3741	8.3939	554	0.7091	0.4106	0.7091	0.8421
0.3741	8.4242	556	0.6632	0.5142	0.6632	0.8144
0.3741	8.4545	558	0.6493	0.5150	0.6493	0.8058
0.3741	8.4848	560	0.6535	0.4434	0.6535	0.8084
0.3741	8.5152	562	0.6554	0.4455	0.6554	0.8096
0.3741	8.5455	564	0.6682	0.4493	0.6682	0.8175
0.3741	8.5758	566	0.6639	0.4201	0.6639	0.8148
0.3741	8.6061	568	0.6729	0.3425	0.6729	0.8203
0.3741	8.6364	570	0.7240	0.2958	0.7240	0.8509
0.3741	8.6667	572	0.7055	0.3546	0.7055	0.8400
0.3741	8.6970	574	0.6832	0.5503	0.6832	0.8266
0.3741	8.7273	576	0.7906	0.4144	0.7906	0.8891
0.3741	8.7576	578	0.8320	0.4144	0.8320	0.9121
0.3741	8.7879	580	0.7712	0.4646	0.7712	0.8782
0.3741	8.8182	582	0.7344	0.5165	0.7344	0.8570
0.3741	8.8485	584	0.7161	0.5106	0.7161	0.8462
0.3741	8.8788	586	0.6950	0.5063	0.6950	0.8337
0.3741	8.9091	588	0.7368	0.4186	0.7368	0.8583
0.3741	8.9394	590	0.8648	0.2676	0.8648	0.9300
0.3741	8.9697	592	0.9365	0.3290	0.9365	0.9677
0.3741	9.0	594	0.8493	0.2779	0.8493	0.9216
0.3741	9.0303	596	0.7286	0.4059	0.7286	0.8536
0.3741	9.0606	598	0.6966	0.4642	0.6966	0.8347
0.3741	9.0909	600	0.7093	0.4562	0.7093	0.8422
0.3741	9.1212	602	0.7603	0.4315	0.7603	0.8719
0.3741	9.1515	604	0.7364	0.4504	0.7364	0.8581
0.3741	9.1818	606	0.7264	0.4504	0.7264	0.8523
0.3741	9.2121	608	0.7353	0.4562	0.7353	0.8575
0.3741	9.2424	610	0.7375	0.4059	0.7375	0.8588
0.3741	9.2727	612	0.7228	0.4059	0.7228	0.8502
0.3741	9.3030	614	0.7884	0.3794	0.7884	0.8879
0.3741	9.3333	616	0.8416	0.3891	0.8416	0.9174
0.3741	9.3636	618	0.8061	0.3609	0.8061	0.8978
0.3741	9.3939	620	0.8135	0.3609	0.8135	0.9019
0.3741	9.4242	622	0.9321	0.4018	0.9321	0.9654
0.3741	9.4545	624	0.9990	0.3357	0.9989	0.9995
0.3741	9.4848	626	0.9835	0.3522	0.9835	0.9917
0.3741	9.5152	628	0.9564	0.3461	0.9564	0.9780
0.3741	9.5455	630	0.9876	0.3618	0.9876	0.9938
0.3741	9.5758	632	0.9366	0.3678	0.9366	0.9678
0.3741	9.6061	634	0.9007	0.3256	0.9007	0.9491
0.3741	9.6364	636	0.9239	0.3623	0.9239	0.9612
0.3741	9.6667	638	1.0061	0.3523	1.0061	1.0031
0.3741	9.6970	640	0.9559	0.3803	0.9559	0.9777
0.3741	9.7273	642	1.0323	0.3052	1.0323	1.0160
0.3741	9.7576	644	1.2656	0.2217	1.2656	1.1250
0.3741	9.7879	646	1.3258	0.2184	1.3258	1.1514
0.3741	9.8182	648	1.1920	0.2439	1.1920	1.0918
0.3741	9.8485	650	0.9119	0.3731	0.9119	0.9549
0.3741	9.8788	652	0.7924	0.3368	0.7924	0.8902
0.3741	9.9091	654	0.7912	0.3368	0.7912	0.8895
0.3741	9.9394	656	0.7985	0.3609	0.7985	0.8936
0.3741	9.9697	658	0.8419	0.3955	0.8419	0.9175
0.3741	10.0	660	0.9067	0.4018	0.9067	0.9522
0.3741	10.0303	662	0.9191	0.4018	0.9191	0.9587
0.3741	10.0606	664	0.8828	0.4203	0.8828	0.9396
0.3741	10.0909	666	0.7938	0.3384	0.7938	0.8910
0.3741	10.1212	668	0.8042	0.3630	0.8042	0.8968
0.3741	10.1515	670	0.7808	0.3450	0.7808	0.8836
0.3741	10.1818	672	0.7996	0.3869	0.7996	0.8942
0.3741	10.2121	674	0.9154	0.3371	0.9154	0.9567
0.3741	10.2424	676	0.9098	0.3847	0.9098	0.9538
0.3741	10.2727	678	0.8658	0.4203	0.8658	0.9305
0.3741	10.3030	680	0.7565	0.4389	0.7565	0.8698
0.3741	10.3333	682	0.7912	0.4550	0.7912	0.8895
0.3741	10.3636	684	1.0387	0.3451	1.0387	1.0192
0.3741	10.3939	686	1.0856	0.3407	1.0856	1.0419
0.3741	10.4242	688	0.9280	0.3470	0.9280	0.9633
0.3741	10.4545	690	0.8924	0.3790	0.8924	0.9447
0.3741	10.4848	692	0.8835	0.4159	0.8835	0.9400
0.3741	10.5152	694	0.7741	0.4845	0.7741	0.8798
0.3741	10.5455	696	0.6329	0.4830	0.6329	0.7956
0.3741	10.5758	698	0.6087	0.4758	0.6087	0.7802
0.3741	10.6061	700	0.6774	0.4795	0.6774	0.8230
0.3741	10.6364	702	0.9461	0.3425	0.9461	0.9727
0.3741	10.6667	704	1.1992	0.3040	1.1992	1.0951
0.3741	10.6970	706	1.3441	0.2657	1.3441	1.1593
0.3741	10.7273	708	1.2410	0.3219	1.2410	1.1140
0.3741	10.7576	710	0.9462	0.3247	0.9462	0.9727

Framework versions

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