ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k18_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: 0.7612
• Qwk: 0.4542
• Mse: 0.7612
• Rmse: 0.8725

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	0.0444	2	2.6703	-0.0262	2.6703	1.6341
No log	0.0889	4	1.4414	0.0511	1.4414	1.2006
No log	0.1333	6	1.2104	-0.1993	1.2104	1.1002
No log	0.1778	8	1.0885	-0.1095	1.0885	1.0433
No log	0.2222	10	1.1405	-0.2088	1.1405	1.0679
No log	0.2667	12	1.3054	-0.2026	1.3054	1.1425
No log	0.3111	14	1.1953	-0.2191	1.1953	1.0933
No log	0.3556	16	0.9715	0.0469	0.9715	0.9856
No log	0.4	18	0.8487	0.1184	0.8487	0.9212
No log	0.4444	20	0.7605	0.1139	0.7605	0.8720
No log	0.4889	22	0.7263	0.1863	0.7263	0.8522
No log	0.5333	24	0.7119	0.1863	0.7119	0.8437
No log	0.5778	26	0.7245	0.2206	0.7245	0.8512
No log	0.6222	28	0.7335	0.0846	0.7335	0.8565
No log	0.6667	30	0.7293	0.0481	0.7293	0.8540
No log	0.7111	32	0.7412	0.0	0.7412	0.8609
No log	0.7556	34	0.7349	0.0840	0.7349	0.8572
No log	0.8	36	0.7266	0.1617	0.7266	0.8524
No log	0.8444	38	0.7234	0.2270	0.7234	0.8506
No log	0.8889	40	0.7434	0.2206	0.7434	0.8622
No log	0.9333	42	0.7752	0.1807	0.7752	0.8804
No log	0.9778	44	0.7901	0.2046	0.7901	0.8889
No log	1.0222	46	0.8162	0.0851	0.8162	0.9034
No log	1.0667	48	0.8215	0.0053	0.8215	0.9063
No log	1.1111	50	0.8064	0.0509	0.8064	0.8980
No log	1.1556	52	0.7774	0.0053	0.7774	0.8817
No log	1.2	54	0.7464	0.1282	0.7464	0.8639
No log	1.2444	56	0.7439	0.1699	0.7439	0.8625
No log	1.2889	58	0.7539	0.1737	0.7539	0.8683
No log	1.3333	60	0.8049	0.1558	0.8049	0.8972
No log	1.3778	62	0.8533	0.1166	0.8533	0.9238
No log	1.4222	64	0.8114	0.2092	0.8114	0.9008
No log	1.4667	66	0.7791	0.3324	0.7791	0.8826
No log	1.5111	68	0.8180	0.2227	0.8180	0.9044
No log	1.5556	70	0.8138	0.2685	0.8138	0.9021
No log	1.6	72	0.7776	0.2685	0.7776	0.8818
No log	1.6444	74	0.7592	0.2685	0.7592	0.8713
No log	1.6889	76	0.7596	0.2652	0.7596	0.8716
No log	1.7333	78	0.7489	0.2652	0.7489	0.8654
No log	1.7778	80	0.7588	0.3594	0.7588	0.8711
No log	1.8222	82	0.7486	0.3594	0.7486	0.8652
No log	1.8667	84	0.7252	0.3594	0.7252	0.8516
No log	1.9111	86	0.7007	0.2285	0.7007	0.8371
No log	1.9556	88	0.7318	0.3868	0.7318	0.8555
No log	2.0	90	0.8333	0.3819	0.8333	0.9128
No log	2.0444	92	0.7886	0.3894	0.7886	0.8881
No log	2.0889	94	0.7136	0.4052	0.7136	0.8448
No log	2.1333	96	0.7067	0.4052	0.7067	0.8407
No log	2.1778	98	0.7615	0.3894	0.7615	0.8727
No log	2.2222	100	0.6923	0.4437	0.6923	0.8320
No log	2.2667	102	0.6812	0.3713	0.6812	0.8254
No log	2.3111	104	0.6885	0.3452	0.6885	0.8298
No log	2.3556	106	0.8212	0.3891	0.8212	0.9062
No log	2.4	108	0.9486	0.2626	0.9486	0.9740
No log	2.4444	110	0.8642	0.3076	0.8642	0.9296
No log	2.4889	112	0.7254	0.3937	0.7254	0.8517
No log	2.5333	114	0.7038	0.4234	0.7038	0.8389
No log	2.5778	116	0.8218	0.3731	0.8218	0.9066
No log	2.6222	118	1.0355	0.2968	1.0355	1.0176
No log	2.6667	120	0.9390	0.3503	0.9390	0.9690
No log	2.7111	122	0.9552	0.3608	0.9552	0.9773
No log	2.7556	124	0.8228	0.3747	0.8228	0.9071
No log	2.8	126	0.6297	0.4639	0.6297	0.7935
No log	2.8444	128	0.6943	0.2624	0.6943	0.8333
No log	2.8889	130	0.6678	0.3265	0.6678	0.8172
No log	2.9333	132	0.6432	0.4451	0.6432	0.8020
No log	2.9778	134	0.9342	0.3523	0.9342	0.9666
No log	3.0222	136	1.0360	0.2754	1.0360	1.0178
No log	3.0667	138	0.8589	0.3727	0.8589	0.9268
No log	3.1111	140	0.6918	0.4898	0.6918	0.8318
No log	3.1556	142	0.6503	0.4562	0.6503	0.8064
No log	3.2	144	0.6433	0.3836	0.6433	0.8021
No log	3.2444	146	0.6139	0.4222	0.6139	0.7835
No log	3.2889	148	0.6493	0.4582	0.6493	0.8058
No log	3.3333	150	0.6651	0.4089	0.6651	0.8155
No log	3.3778	152	0.6546	0.3590	0.6546	0.8091
No log	3.4222	154	0.7764	0.4562	0.7764	0.8811
No log	3.4667	156	0.7758	0.4562	0.7758	0.8808
No log	3.5111	158	0.6525	0.3843	0.6525	0.8077
No log	3.5556	160	0.5937	0.3862	0.5937	0.7705
No log	3.6	162	0.6190	0.4205	0.6190	0.7868
No log	3.6444	164	0.5840	0.3915	0.5840	0.7642
No log	3.6889	166	0.7052	0.4089	0.7052	0.8398
No log	3.7333	168	0.9323	0.3868	0.9323	0.9656
No log	3.7778	170	0.8297	0.4217	0.8297	0.9109
No log	3.8222	172	0.6589	0.3640	0.6589	0.8117
No log	3.8667	174	0.6302	0.3990	0.6302	0.7939
No log	3.9111	176	0.6645	0.3817	0.6645	0.8151
No log	3.9556	178	0.6903	0.4294	0.6903	0.8308
No log	4.0	180	0.6906	0.4190	0.6906	0.8310
No log	4.0444	182	0.7247	0.4190	0.7247	0.8513
No log	4.0889	184	0.7412	0.3891	0.7412	0.8609
No log	4.1333	186	0.7292	0.4190	0.7292	0.8539
No log	4.1778	188	0.6324	0.3408	0.6324	0.7952
No log	4.2222	190	0.5979	0.3703	0.5979	0.7732
No log	4.2667	192	0.5874	0.4847	0.5874	0.7664
No log	4.3111	194	0.6204	0.5034	0.6204	0.7877
No log	4.3556	196	0.6747	0.4979	0.6747	0.8214
No log	4.4	198	0.7206	0.4979	0.7206	0.8489
No log	4.4444	200	0.6547	0.4948	0.6547	0.8091
No log	4.4889	202	0.6602	0.4827	0.6602	0.8125
No log	4.5333	204	0.6005	0.4875	0.6005	0.7749
No log	4.5778	206	0.5779	0.5362	0.5779	0.7602
No log	4.6222	208	0.6309	0.5219	0.6309	0.7943
No log	4.6667	210	0.6250	0.5131	0.6250	0.7906
No log	4.7111	212	0.5640	0.5133	0.5640	0.7510
No log	4.7556	214	0.5579	0.5272	0.5579	0.7469
No log	4.8	216	0.5277	0.5640	0.5277	0.7264
No log	4.8444	218	0.5231	0.4678	0.5231	0.7232
No log	4.8889	220	0.5280	0.4918	0.5280	0.7266
No log	4.9333	222	0.5735	0.4881	0.5735	0.7573
No log	4.9778	224	0.5211	0.4703	0.5211	0.7219
No log	5.0222	226	0.6412	0.4482	0.6412	0.8008
No log	5.0667	228	0.8874	0.3945	0.8874	0.9420
No log	5.1111	230	0.8805	0.4033	0.8805	0.9383
No log	5.1556	232	0.6832	0.4366	0.6832	0.8265
No log	5.2	234	0.5592	0.4576	0.5592	0.7478
No log	5.2444	236	0.5464	0.4701	0.5464	0.7392
No log	5.2889	238	0.5736	0.4336	0.5736	0.7573
No log	5.3333	240	0.6749	0.4295	0.6749	0.8215
No log	5.3778	242	0.7962	0.4032	0.7962	0.8923
No log	5.4222	244	0.7440	0.4721	0.7440	0.8626
No log	5.4667	246	0.6257	0.4135	0.6257	0.7910
No log	5.5111	248	0.5877	0.4820	0.5877	0.7666
No log	5.5556	250	0.5975	0.5057	0.5975	0.7730
No log	5.6	252	0.6206	0.4393	0.6206	0.7878
No log	5.6444	254	0.7355	0.5050	0.7355	0.8576
No log	5.6889	256	0.8211	0.4836	0.8211	0.9061
No log	5.7333	258	0.7202	0.5424	0.7202	0.8487
No log	5.7778	260	0.5950	0.4724	0.5950	0.7714
No log	5.8222	262	0.5655	0.3862	0.5655	0.7520
No log	5.8667	264	0.5707	0.3835	0.5707	0.7555
No log	5.9111	266	0.5650	0.3577	0.5650	0.7517
No log	5.9556	268	0.5821	0.4413	0.5821	0.7629
No log	6.0	270	0.6170	0.4703	0.6170	0.7855
No log	6.0444	272	0.6010	0.4782	0.6010	0.7752
No log	6.0889	274	0.5922	0.4721	0.5922	0.7696
No log	6.1333	276	0.6556	0.5326	0.6556	0.8097
No log	6.1778	278	0.7759	0.4921	0.7759	0.8808
No log	6.2222	280	0.7245	0.5325	0.7245	0.8512
No log	6.2667	282	0.6000	0.4740	0.6000	0.7746
No log	6.3111	284	0.5900	0.3950	0.5900	0.7681
No log	6.3556	286	0.6103	0.3994	0.6103	0.7812
No log	6.4	288	0.5778	0.3485	0.5778	0.7601
No log	6.4444	290	0.6506	0.4684	0.6506	0.8066
No log	6.4889	292	0.8053	0.4511	0.8053	0.8974
No log	6.5333	294	0.8534	0.4511	0.8534	0.9238
No log	6.5778	296	0.7608	0.4580	0.7608	0.8722
No log	6.6222	298	0.7127	0.4992	0.7127	0.8442
No log	6.6667	300	0.6652	0.5026	0.6652	0.8156
No log	6.7111	302	0.5729	0.4504	0.5729	0.7569
No log	6.7556	304	0.5670	0.4600	0.5670	0.7530
No log	6.8	306	0.5877	0.4658	0.5877	0.7666
No log	6.8444	308	0.5677	0.4432	0.5677	0.7535
No log	6.8889	310	0.6144	0.4389	0.6144	0.7838
No log	6.9333	312	0.7221	0.4933	0.7221	0.8498
No log	6.9778	314	0.6810	0.5026	0.6810	0.8252
No log	7.0222	316	0.5692	0.4076	0.5692	0.7544
No log	7.0667	318	0.5357	0.3701	0.5357	0.7319
No log	7.1111	320	0.5387	0.3267	0.5387	0.7340
No log	7.1556	322	0.5649	0.4076	0.5649	0.7516
No log	7.2	324	0.6360	0.4745	0.6360	0.7975
No log	7.2444	326	0.7616	0.4933	0.7616	0.8727
No log	7.2889	328	0.7784	0.4683	0.7784	0.8823
No log	7.3333	330	0.6707	0.5814	0.6707	0.8190
No log	7.3778	332	0.6230	0.5501	0.6230	0.7893
No log	7.4222	334	0.6240	0.5501	0.6240	0.7899
No log	7.4667	336	0.6639	0.5431	0.6639	0.8148
No log	7.5111	338	0.6811	0.5179	0.6811	0.8253
No log	7.5556	340	0.6375	0.5149	0.6375	0.7984
No log	7.6	342	0.5955	0.4281	0.5955	0.7717
No log	7.6444	344	0.5944	0.4356	0.5944	0.7710
No log	7.6889	346	0.6487	0.4408	0.6487	0.8054
No log	7.7333	348	0.7053	0.5147	0.7053	0.8398
No log	7.7778	350	0.6517	0.4980	0.6517	0.8073
No log	7.8222	352	0.6213	0.4135	0.6213	0.7882
No log	7.8667	354	0.6146	0.4207	0.6146	0.7839
No log	7.9111	356	0.5861	0.4448	0.5861	0.7656
No log	7.9556	358	0.5736	0.4874	0.5736	0.7574
No log	8.0	360	0.5802	0.5353	0.5802	0.7617
No log	8.0444	362	0.5982	0.4624	0.5982	0.7734
No log	8.0889	364	0.6530	0.5323	0.6530	0.8081
No log	8.1333	366	0.6968	0.4949	0.6968	0.8347
No log	8.1778	368	0.6376	0.5470	0.6376	0.7985
No log	8.2222	370	0.5674	0.5173	0.5674	0.7533
No log	8.2667	372	0.5469	0.4514	0.5469	0.7395
No log	8.3111	374	0.5577	0.4555	0.5577	0.7468
No log	8.3556	376	0.5981	0.5063	0.5981	0.7734
No log	8.4	378	0.7242	0.4801	0.7242	0.8510
No log	8.4444	380	0.7866	0.5211	0.7866	0.8869
No log	8.4889	382	0.7627	0.5211	0.7627	0.8733
No log	8.5333	384	0.6590	0.4892	0.6590	0.8118
No log	8.5778	386	0.5984	0.3688	0.5984	0.7736
No log	8.6222	388	0.5887	0.3966	0.5887	0.7673
No log	8.6667	390	0.6384	0.4961	0.6384	0.7990
No log	8.7111	392	0.7627	0.5068	0.7627	0.8733
No log	8.7556	394	0.7584	0.5068	0.7584	0.8709
No log	8.8	396	0.7180	0.5068	0.7180	0.8474
No log	8.8444	398	0.7059	0.5124	0.7059	0.8402
No log	8.8889	400	0.6628	0.4870	0.6628	0.8141
No log	8.9333	402	0.5684	0.4769	0.5684	0.7539
No log	8.9778	404	0.5261	0.5104	0.5261	0.7253
No log	9.0222	406	0.5274	0.4769	0.5274	0.7262
No log	9.0667	408	0.4976	0.5104	0.4976	0.7054
No log	9.1111	410	0.4813	0.5104	0.4813	0.6937
No log	9.1556	412	0.4802	0.5104	0.4802	0.6929
No log	9.2	414	0.5239	0.5206	0.5239	0.7238
No log	9.2444	416	0.5800	0.4980	0.5800	0.7616
No log	9.2889	418	0.5402	0.5745	0.5402	0.7350
No log	9.3333	420	0.5190	0.6021	0.5190	0.7204
No log	9.3778	422	0.5273	0.5771	0.5273	0.7261
No log	9.4222	424	0.5422	0.5701	0.5422	0.7363
No log	9.4667	426	0.6126	0.4887	0.6126	0.7827
No log	9.5111	428	0.6890	0.4933	0.6890	0.8301
No log	9.5556	430	0.6971	0.4783	0.6971	0.8349
No log	9.6	432	0.6127	0.3712	0.6127	0.7828
No log	9.6444	434	0.5810	0.3868	0.5810	0.7622
No log	9.6889	436	0.5699	0.3868	0.5699	0.7549
No log	9.7333	438	0.6003	0.3712	0.6003	0.7748
No log	9.7778	440	0.6088	0.4587	0.6088	0.7802
No log	9.8222	442	0.6268	0.4587	0.6268	0.7917
No log	9.8667	444	0.6961	0.4853	0.6961	0.8343
No log	9.9111	446	0.6423	0.5147	0.6423	0.8015
No log	9.9556	448	0.5636	0.5059	0.5636	0.7507
No log	10.0	450	0.5196	0.5923	0.5196	0.7208
No log	10.0444	452	0.5133	0.6115	0.5133	0.7165
No log	10.0889	454	0.5409	0.5177	0.5409	0.7354
No log	10.1333	456	0.6034	0.4961	0.6034	0.7768
No log	10.1778	458	0.6767	0.4853	0.6767	0.8226
No log	10.2222	460	0.6645	0.4853	0.6645	0.8152
No log	10.2667	462	0.5900	0.4819	0.5900	0.7681
No log	10.3111	464	0.5256	0.5786	0.5256	0.7250
No log	10.3556	466	0.5167	0.5770	0.5167	0.7188
No log	10.4	468	0.5399	0.5395	0.5399	0.7348
No log	10.4444	470	0.5651	0.5076	0.5651	0.7517
No log	10.4889	472	0.5817	0.4997	0.5817	0.7627
No log	10.5333	474	0.6387	0.5101	0.6387	0.7992
No log	10.5778	476	0.6505	0.4684	0.6505	0.8065
No log	10.6222	478	0.5944	0.5379	0.5944	0.7710
No log	10.6667	480	0.5305	0.5411	0.5305	0.7284
No log	10.7111	482	0.5362	0.4820	0.5362	0.7322
No log	10.7556	484	0.5373	0.5517	0.5373	0.7330
No log	10.8	486	0.5534	0.5692	0.5534	0.7439
No log	10.8444	488	0.5750	0.5692	0.5750	0.7583
No log	10.8889	490	0.5894	0.5802	0.5894	0.7677
No log	10.9333	492	0.5670	0.5692	0.5670	0.7530
No log	10.9778	494	0.5642	0.5894	0.5642	0.7511
No log	11.0222	496	0.5404	0.5437	0.5404	0.7351
No log	11.0667	498	0.5413	0.4660	0.5413	0.7357
0.3555	11.1111	500	0.5495	0.4617	0.5495	0.7413
0.3555	11.1556	502	0.5559	0.5708	0.5559	0.7456
0.3555	11.2	504	0.5653	0.5708	0.5653	0.7519
0.3555	11.2444	506	0.5772	0.5741	0.5772	0.7598
0.3555	11.2889	508	0.5629	0.6083	0.5629	0.7503
0.3555	11.3333	510	0.5641	0.6263	0.5641	0.7510
0.3555	11.3778	512	0.5510	0.5434	0.5510	0.7423
0.3555	11.4222	514	0.5460	0.5770	0.5460	0.7389
0.3555	11.4667	516	0.5404	0.4883	0.5404	0.7351
0.3555	11.5111	518	0.5422	0.4883	0.5422	0.7364
0.3555	11.5556	520	0.5485	0.5947	0.5485	0.7406
0.3555	11.6	522	0.5506	0.6147	0.5506	0.7421
0.3555	11.6444	524	0.5639	0.5947	0.5639	0.7509
0.3555	11.6889	526	0.5681	0.5633	0.5681	0.7537
0.3555	11.7333	528	0.5714	0.5597	0.5714	0.7559
0.3555	11.7778	530	0.5751	0.5668	0.5751	0.7583
0.3555	11.8222	532	0.6016	0.5338	0.6016	0.7756
0.3555	11.8667	534	0.6272	0.5107	0.6272	0.7920
0.3555	11.9111	536	0.6123	0.4979	0.6123	0.7825
0.3555	11.9556	538	0.5953	0.4522	0.5953	0.7716
0.3555	12.0	540	0.5763	0.3637	0.5763	0.7592
0.3555	12.0444	542	0.6206	0.4470	0.6206	0.7878
0.3555	12.0889	544	0.6638	0.4627	0.6638	0.8147
0.3555	12.1333	546	0.6657	0.4255	0.6657	0.8159
0.3555	12.1778	548	0.5964	0.5275	0.5964	0.7723
0.3555	12.2222	550	0.5259	0.5473	0.5259	0.7252
0.3555	12.2667	552	0.5056	0.5913	0.5056	0.7111
0.3555	12.3111	554	0.5048	0.6020	0.5048	0.7105
0.3555	12.3556	556	0.4947	0.5596	0.4947	0.7033
0.3555	12.4	558	0.5064	0.5708	0.5064	0.7116
0.3555	12.4444	560	0.5877	0.5206	0.5877	0.7666
0.3555	12.4889	562	0.6393	0.4385	0.6393	0.7996
0.3555	12.5333	564	0.5947	0.5275	0.5947	0.7712
0.3555	12.5778	566	0.5162	0.5016	0.5162	0.7185
0.3555	12.6222	568	0.4870	0.5326	0.4870	0.6979
0.3555	12.6667	570	0.4954	0.4837	0.4954	0.7038
0.3555	12.7111	572	0.5277	0.4473	0.5277	0.7264
0.3555	12.7556	574	0.6296	0.5045	0.6296	0.7934
0.3555	12.8	576	0.7949	0.4432	0.7949	0.8916
0.3555	12.8444	578	0.8182	0.4584	0.8182	0.9045
0.3555	12.8889	580	0.6952	0.4667	0.6952	0.8338
0.3555	12.9333	582	0.5473	0.5428	0.5473	0.7398
0.3555	12.9778	584	0.5226	0.5201	0.5226	0.7229
0.3555	13.0222	586	0.5223	0.5580	0.5223	0.7227
0.3555	13.0667	588	0.5231	0.4300	0.5231	0.7233
0.3555	13.1111	590	0.5574	0.4788	0.5574	0.7466
0.3555	13.1556	592	0.6125	0.4997	0.6125	0.7826
0.3555	13.2	594	0.6513	0.5027	0.6513	0.8071
0.3555	13.2444	596	0.6573	0.4943	0.6573	0.8108
0.3555	13.2889	598	0.6119	0.5219	0.6119	0.7822
0.3555	13.3333	600	0.5634	0.4788	0.5634	0.7506
0.3555	13.3778	602	0.5663	0.5166	0.5663	0.7526
0.3555	13.4222	604	0.6106	0.5609	0.6106	0.7814
0.3555	13.4667	606	0.6911	0.4738	0.6911	0.8313
0.3555	13.5111	608	0.7332	0.4738	0.7332	0.8562
0.3555	13.5556	610	0.7401	0.4667	0.7401	0.8603
0.3555	13.6	612	0.6455	0.4812	0.6455	0.8035
0.3555	13.6444	614	0.5936	0.4980	0.5936	0.7705
0.3555	13.6889	616	0.5450	0.5831	0.5450	0.7382
0.3555	13.7333	618	0.5346	0.5222	0.5346	0.7312
0.3555	13.7778	620	0.5455	0.5741	0.5455	0.7386
0.3555	13.8222	622	0.6045	0.5042	0.6045	0.7775
0.3555	13.8667	624	0.6812	0.5085	0.6812	0.8253
0.3555	13.9111	626	0.7227	0.4795	0.7227	0.8501
0.3555	13.9556	628	0.6710	0.4870	0.6710	0.8192
0.3555	14.0	630	0.6038	0.4997	0.6038	0.7770
0.3555	14.0444	632	0.5397	0.4929	0.5397	0.7346
0.3555	14.0889	634	0.5095	0.5831	0.5095	0.7138
0.3555	14.1333	636	0.5024	0.5983	0.5024	0.7088
0.3555	14.1778	638	0.5322	0.5991	0.5322	0.7295
0.3555	14.2222	640	0.5951	0.5179	0.5951	0.7714
0.3555	14.2667	642	0.5899	0.4980	0.5899	0.7681
0.3555	14.3111	644	0.5500	0.4929	0.5500	0.7416
0.3555	14.3556	646	0.5322	0.5016	0.5322	0.7295
0.3555	14.4	648	0.5033	0.4535	0.5033	0.7095
0.3555	14.4444	650	0.5018	0.5195	0.5018	0.7084
0.3555	14.4889	652	0.4977	0.4934	0.4977	0.7055
0.3555	14.5333	654	0.5326	0.5016	0.5326	0.7298
0.3555	14.5778	656	0.6235	0.5231	0.6235	0.7896
0.3555	14.6222	658	0.6923	0.4877	0.6923	0.8320
0.3555	14.6667	660	0.6759	0.4877	0.6759	0.8221
0.3555	14.7111	662	0.6076	0.5481	0.6076	0.7795
0.3555	14.7556	664	0.5535	0.5016	0.5535	0.7440
0.3555	14.8	666	0.5515	0.5016	0.5515	0.7426
0.3555	14.8444	668	0.5475	0.5016	0.5475	0.7399
0.3555	14.8889	670	0.5874	0.4845	0.5874	0.7664
0.3555	14.9333	672	0.6574	0.5155	0.6574	0.8108
0.3555	14.9778	674	0.6280	0.5155	0.6280	0.7925
0.3555	15.0222	676	0.5841	0.4777	0.5841	0.7643
0.3555	15.0667	678	0.5426	0.5104	0.5426	0.7366
0.3555	15.1111	680	0.5346	0.5195	0.5346	0.7311
0.3555	15.1556	682	0.5414	0.5195	0.5414	0.7358
0.3555	15.2	684	0.5635	0.5016	0.5635	0.7507
0.3555	15.2444	686	0.5753	0.4997	0.5753	0.7585
0.3555	15.2889	688	0.5604	0.4929	0.5604	0.7486
0.3555	15.3333	690	0.5326	0.4929	0.5326	0.7298
0.3555	15.3778	692	0.5357	0.4997	0.5357	0.7319
0.3555	15.4222	694	0.5662	0.5410	0.5662	0.7525
0.3555	15.4667	696	0.5625	0.5410	0.5625	0.7500
0.3555	15.5111	698	0.5411	0.5426	0.5411	0.7356
0.3555	15.5556	700	0.6057	0.5481	0.6057	0.7782
0.3555	15.6	702	0.6759	0.4366	0.6759	0.8222
0.3555	15.6444	704	0.6521	0.4873	0.6521	0.8075
0.3555	15.6889	706	0.5541	0.4997	0.5541	0.7444
0.3555	15.7333	708	0.5115	0.5053	0.5115	0.7152
0.3555	15.7778	710	0.5074	0.4617	0.5074	0.7124
0.3555	15.8222	712	0.5240	0.5485	0.5240	0.7239
0.3555	15.8667	714	0.6225	0.5243	0.6225	0.7890
0.3555	15.9111	716	0.7811	0.4204	0.7811	0.8838
0.3555	15.9556	718	0.8124	0.4124	0.8124	0.9013
0.3555	16.0	720	0.7922	0.3827	0.7922	0.8900
0.3555	16.0444	722	0.6957	0.4959	0.6957	0.8341
0.3555	16.0889	724	0.6455	0.4728	0.6455	0.8034
0.3555	16.1333	726	0.6581	0.4728	0.6581	0.8112
0.3555	16.1778	728	0.6510	0.4728	0.6510	0.8069
0.3555	16.2222	730	0.6009	0.4247	0.6009	0.7752
0.3555	16.2667	732	0.5449	0.4067	0.5449	0.7382
0.3555	16.3111	734	0.5314	0.4596	0.5314	0.7290
0.3555	16.3556	736	0.5445	0.5053	0.5445	0.7379
0.3555	16.4	738	0.5921	0.4980	0.5921	0.7695
0.3555	16.4444	740	0.6028	0.5179	0.6028	0.7764
0.3555	16.4889	742	0.5624	0.5076	0.5624	0.7499
0.3555	16.5333	744	0.5469	0.5345	0.5469	0.7395
0.3555	16.5778	746	0.5251	0.5897	0.5251	0.7246
0.3555	16.6222	748	0.5411	0.5104	0.5411	0.7356
0.3555	16.6667	750	0.5695	0.5016	0.5695	0.7546
0.3555	16.7111	752	0.5524	0.5104	0.5524	0.7432
0.3555	16.7556	754	0.5514	0.5104	0.5514	0.7426
0.3555	16.8	756	0.5310	0.5437	0.5310	0.7287
0.3555	16.8444	758	0.5216	0.5923	0.5216	0.7222
0.3555	16.8889	760	0.5189	0.5816	0.5189	0.7204
0.3555	16.9333	762	0.5227	0.5306	0.5227	0.7230
0.3555	16.9778	764	0.5181	0.5389	0.5181	0.7198
0.3555	17.0222	766	0.5152	0.5340	0.5152	0.7177
0.3555	17.0667	768	0.5123	0.5250	0.5123	0.7157
0.3555	17.1111	770	0.5269	0.4482	0.5269	0.7259
0.3555	17.1556	772	0.5975	0.4892	0.5975	0.7730
0.3555	17.2	774	0.6651	0.5068	0.6651	0.8156
0.3555	17.2444	776	0.6557	0.5068	0.6557	0.8097
0.3555	17.2889	778	0.5847	0.5206	0.5847	0.7646
0.3555	17.3333	780	0.5120	0.4337	0.5120	0.7155
0.3555	17.3778	782	0.4994	0.5357	0.4994	0.7067
0.3555	17.4222	784	0.5015	0.5580	0.5015	0.7082
0.3555	17.4667	786	0.5305	0.5050	0.5305	0.7283
0.3555	17.5111	788	0.5650	0.5211	0.5650	0.7516
0.3555	17.5556	790	0.6305	0.5246	0.6305	0.7941
0.3555	17.6	792	0.6350	0.4887	0.6350	0.7969
0.3555	17.6444	794	0.5795	0.5291	0.5795	0.7612
0.3555	17.6889	796	0.5546	0.5437	0.5546	0.7447
0.3555	17.7333	798	0.5520	0.5655	0.5520	0.7429
0.3555	17.7778	800	0.5379	0.5655	0.5379	0.7334
0.3555	17.8222	802	0.5262	0.5362	0.5262	0.7254
0.3555	17.8667	804	0.5060	0.5405	0.5060	0.7113
0.3555	17.9111	806	0.4993	0.6197	0.4993	0.7066
0.3555	17.9556	808	0.5077	0.6286	0.5077	0.7125
0.3555	18.0	810	0.5226	0.6630	0.5226	0.7229
0.3555	18.0444	812	0.5554	0.5275	0.5554	0.7453
0.3555	18.0889	814	0.5604	0.5512	0.5604	0.7486
0.3555	18.1333	816	0.5520	0.5512	0.5520	0.7430
0.3555	18.1778	818	0.5799	0.5206	0.5799	0.7615
0.3555	18.2222	820	0.5589	0.5237	0.5589	0.7476
0.3555	18.2667	822	0.5465	0.5254	0.5465	0.7393
0.3555	18.3111	824	0.5216	0.5345	0.5216	0.7222
0.3555	18.3556	826	0.5108	0.5577	0.5108	0.7147
0.3555	18.4	828	0.5302	0.5528	0.5302	0.7282
0.3555	18.4444	830	0.5885	0.5195	0.5885	0.7671
0.3555	18.4889	832	0.6198	0.5117	0.6198	0.7873
0.3555	18.5333	834	0.6016	0.5117	0.6016	0.7756
0.3555	18.5778	836	0.5576	0.5484	0.5576	0.7467
0.3555	18.6222	838	0.5229	0.5528	0.5229	0.7231
0.3555	18.6667	840	0.5265	0.5345	0.5265	0.7256
0.3555	18.7111	842	0.5387	0.5237	0.5387	0.7339
0.3555	18.7556	844	0.5534	0.5275	0.5534	0.7439
0.3555	18.8	846	0.5622	0.5426	0.5622	0.7498
0.3555	18.8444	848	0.5635	0.5426	0.5635	0.7507
0.3555	18.8889	850	0.5528	0.5426	0.5528	0.7435
0.3555	18.9333	852	0.5880	0.5426	0.5880	0.7668
0.3555	18.9778	854	0.6137	0.4587	0.6137	0.7834
0.3555	19.0222	856	0.5703	0.4978	0.5703	0.7552
0.3555	19.0667	858	0.5279	0.5016	0.5279	0.7265
0.3555	19.1111	860	0.4931	0.5550	0.4931	0.7022
0.3555	19.1556	862	0.4957	0.5455	0.4957	0.7041
0.3555	19.2	864	0.5246	0.5601	0.5246	0.7243
0.3555	19.2444	866	0.5680	0.5426	0.5680	0.7536
0.3555	19.2889	868	0.6038	0.5117	0.6038	0.7771
0.3555	19.3333	870	0.5840	0.5323	0.5840	0.7642
0.3555	19.3778	872	0.5284	0.5934	0.5284	0.7269
0.3555	19.4222	874	0.5053	0.5947	0.5053	0.7108
0.3555	19.4667	876	0.4934	0.5565	0.4934	0.7024
0.3555	19.5111	878	0.4929	0.5604	0.4929	0.7021
0.3555	19.5556	880	0.4927	0.6158	0.4927	0.7019
0.3555	19.6	882	0.5092	0.6309	0.5092	0.7136
0.3555	19.6444	884	0.5207	0.6105	0.5207	0.7216
0.3555	19.6889	886	0.5213	0.5894	0.5213	0.7220
0.3555	19.7333	888	0.5041	0.5550	0.5041	0.7100
0.3555	19.7778	890	0.4881	0.5250	0.4881	0.6987
0.3555	19.8222	892	0.4802	0.5268	0.4802	0.6930
0.3555	19.8667	894	0.4786	0.5505	0.4786	0.6918
0.3555	19.9111	896	0.4873	0.5550	0.4873	0.6981
0.3555	19.9556	898	0.4984	0.5550	0.4984	0.7060
0.3555	20.0	900	0.5586	0.5195	0.5586	0.7474
0.3555	20.0444	902	0.6211	0.5231	0.6211	0.7881
0.3555	20.0889	904	0.6412	0.5024	0.6412	0.8008
0.3555	20.1333	906	0.6016	0.4980	0.6016	0.7756
0.3555	20.1778	908	0.5373	0.5655	0.5373	0.7330
0.3555	20.2222	910	0.5076	0.5250	0.5076	0.7125
0.3555	20.2667	912	0.5020	0.5250	0.5020	0.7085
0.3555	20.3111	914	0.5050	0.5250	0.5050	0.7107
0.3555	20.3556	916	0.5324	0.5882	0.5324	0.7296
0.3555	20.4	918	0.5702	0.5195	0.5702	0.7551
0.3555	20.4444	920	0.6107	0.4904	0.6107	0.7815
0.3555	20.4889	922	0.5862	0.5195	0.5862	0.7656
0.3555	20.5333	924	0.5340	0.5560	0.5340	0.7308
0.3555	20.5778	926	0.4980	0.5003	0.4980	0.7057
0.3555	20.6222	928	0.4928	0.4934	0.4928	0.7020
0.3555	20.6667	930	0.5078	0.4914	0.5078	0.7126
0.3555	20.7111	932	0.5594	0.5379	0.5594	0.7479
0.3555	20.7556	934	0.6019	0.4745	0.6019	0.7758
0.3555	20.8	936	0.5896	0.4979	0.5896	0.7678
0.3555	20.8444	938	0.5895	0.4979	0.5895	0.7678
0.3555	20.8889	940	0.6353	0.5042	0.6353	0.7971
0.3555	20.9333	942	0.7002	0.4597	0.7002	0.8368
0.3555	20.9778	944	0.7682	0.4142	0.7682	0.8765
0.3555	21.0222	946	0.8026	0.4542	0.8026	0.8959
0.3555	21.0667	948	0.8240	0.4542	0.8240	0.9077
0.3555	21.1111	950	0.7612	0.4542	0.7612	0.8725

Framework versions

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