ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k5_task2_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: 0.9596
• Qwk: 0.4316
• Mse: 0.9596
• Rmse: 0.9796

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	0.1111	2	4.6401	0.0010	4.6401	2.1541
No log	0.2222	4	2.6593	0.0514	2.6593	1.6307
No log	0.3333	6	1.5991	0.0372	1.5991	1.2646
No log	0.4444	8	1.2936	-0.0076	1.2936	1.1374
No log	0.5556	10	1.2824	-0.0096	1.2824	1.1325
No log	0.6667	12	1.6686	0.0493	1.6686	1.2918
No log	0.7778	14	1.5189	0.0889	1.5189	1.2324
No log	0.8889	16	1.2195	0.0750	1.2195	1.1043
No log	1.0	18	1.1845	0.1320	1.1845	1.0883
No log	1.1111	20	1.2101	0.0776	1.2101	1.1001
No log	1.2222	22	1.2754	0.0575	1.2754	1.1294
No log	1.3333	24	1.3815	0.1028	1.3815	1.1754
No log	1.4444	26	1.2263	0.2163	1.2263	1.1074
No log	1.5556	28	1.0052	0.3070	1.0052	1.0026
No log	1.6667	30	1.2566	0.2224	1.2566	1.1210
No log	1.7778	32	1.4211	0.1641	1.4211	1.1921
No log	1.8889	34	1.5163	-0.0983	1.5163	1.2314
No log	2.0	36	2.2419	-0.1564	2.2419	1.4973
No log	2.1111	38	2.7229	-0.1331	2.7229	1.6501
No log	2.2222	40	1.6894	-0.0510	1.6894	1.2998
No log	2.3333	42	1.3231	0.1045	1.3231	1.1503
No log	2.4444	44	1.2127	0.2740	1.2127	1.1012
No log	2.5556	46	1.1743	0.3884	1.1743	1.0837
No log	2.6667	48	1.2630	0.1715	1.2630	1.1238
No log	2.7778	50	1.2130	0.2836	1.2130	1.1014
No log	2.8889	52	1.1418	0.2835	1.1418	1.0685
No log	3.0	54	1.0801	0.2624	1.0801	1.0393
No log	3.1111	56	1.0446	0.2188	1.0446	1.0221
No log	3.2222	58	1.0189	0.4180	1.0189	1.0094
No log	3.3333	60	1.0723	0.3183	1.0723	1.0355
No log	3.4444	62	1.1916	0.1809	1.1916	1.0916
No log	3.5556	64	1.2073	0.1472	1.2073	1.0988
No log	3.6667	66	1.0651	0.3135	1.0651	1.0320
No log	3.7778	68	0.9729	0.4479	0.9729	0.9864
No log	3.8889	70	0.9740	0.3685	0.9740	0.9869
No log	4.0	72	1.0273	0.3661	1.0273	1.0135
No log	4.1111	74	1.0703	0.4017	1.0703	1.0346
No log	4.2222	76	1.2159	0.2782	1.2159	1.1027
No log	4.3333	78	1.3119	0.2791	1.3119	1.1454
No log	4.4444	80	1.1666	0.3345	1.1666	1.0801
No log	4.5556	82	1.1633	0.3660	1.1633	1.0786
No log	4.6667	84	1.3747	0.3181	1.3747	1.1725
No log	4.7778	86	1.3959	0.4144	1.3959	1.1815
No log	4.8889	88	1.1736	0.3571	1.1736	1.0833
No log	5.0	90	1.0827	0.4311	1.0827	1.0405
No log	5.1111	92	1.1718	0.3615	1.1718	1.0825
No log	5.2222	94	1.1697	0.3309	1.1697	1.0815
No log	5.3333	96	1.0244	0.3697	1.0244	1.0121
No log	5.4444	98	0.9963	0.2831	0.9963	0.9981
No log	5.5556	100	1.0105	0.3418	1.0105	1.0052
No log	5.6667	102	0.9929	0.4298	0.9929	0.9965
No log	5.7778	104	0.9799	0.4599	0.9799	0.9899
No log	5.8889	106	0.9332	0.4475	0.9332	0.9660
No log	6.0	108	0.9284	0.4731	0.9284	0.9635
No log	6.1111	110	0.9439	0.4592	0.9439	0.9715
No log	6.2222	112	0.9656	0.4413	0.9656	0.9826
No log	6.3333	114	0.9697	0.4458	0.9697	0.9847
No log	6.4444	116	0.9891	0.4958	0.9891	0.9945
No log	6.5556	118	1.0254	0.4587	1.0254	1.0126
No log	6.6667	120	1.1725	0.4629	1.1725	1.0828
No log	6.7778	122	1.1515	0.4861	1.1515	1.0731
No log	6.8889	124	1.0733	0.5205	1.0733	1.0360
No log	7.0	126	1.0199	0.4871	1.0199	1.0099
No log	7.1111	128	0.9997	0.4746	0.9997	0.9999
No log	7.2222	130	0.9270	0.5037	0.9270	0.9628
No log	7.3333	132	0.9141	0.5287	0.9141	0.9561
No log	7.4444	134	0.9217	0.4720	0.9217	0.9600
No log	7.5556	136	0.9282	0.4569	0.9282	0.9634
No log	7.6667	138	0.9002	0.4731	0.9002	0.9488
No log	7.7778	140	0.9821	0.4792	0.9821	0.9910
No log	7.8889	142	0.9937	0.4792	0.9937	0.9969
No log	8.0	144	0.9717	0.5067	0.9717	0.9858
No log	8.1111	146	1.0616	0.4670	1.0616	1.0304
No log	8.2222	148	1.1499	0.4448	1.1499	1.0723
No log	8.3333	150	1.0546	0.4788	1.0546	1.0269
No log	8.4444	152	0.9886	0.4715	0.9886	0.9943
No log	8.5556	154	0.9708	0.4879	0.9708	0.9853
No log	8.6667	156	0.9711	0.4642	0.9711	0.9855
No log	8.7778	158	0.9571	0.4322	0.9571	0.9783
No log	8.8889	160	0.9408	0.4853	0.9408	0.9700
No log	9.0	162	0.9568	0.4818	0.9568	0.9782
No log	9.1111	164	0.9665	0.4585	0.9665	0.9831
No log	9.2222	166	1.0467	0.4802	1.0467	1.0231
No log	9.3333	168	1.1056	0.4965	1.1056	1.0515
No log	9.4444	170	1.0689	0.5002	1.0689	1.0339
No log	9.5556	172	0.9488	0.4212	0.9488	0.9741
No log	9.6667	174	0.9641	0.4681	0.9641	0.9819
No log	9.7778	176	0.9847	0.4733	0.9847	0.9923
No log	9.8889	178	0.9877	0.4569	0.9877	0.9938
No log	10.0	180	1.0731	0.4364	1.0731	1.0359
No log	10.1111	182	1.0410	0.4369	1.0410	1.0203
No log	10.2222	184	0.9795	0.4548	0.9795	0.9897
No log	10.3333	186	1.1289	0.3926	1.1289	1.0625
No log	10.4444	188	1.2007	0.3759	1.2007	1.0958
No log	10.5556	190	1.0698	0.3770	1.0698	1.0343
No log	10.6667	192	0.9714	0.4278	0.9714	0.9856
No log	10.7778	194	1.0775	0.4119	1.0775	1.0380
No log	10.8889	196	1.1005	0.4279	1.1005	1.0491
No log	11.0	198	0.9704	0.4453	0.9704	0.9851
No log	11.1111	200	0.8838	0.4699	0.8838	0.9401
No log	11.2222	202	0.9098	0.4812	0.9098	0.9538
No log	11.3333	204	0.9414	0.5253	0.9414	0.9703
No log	11.4444	206	0.9402	0.5329	0.9402	0.9696
No log	11.5556	208	0.9937	0.5260	0.9937	0.9968
No log	11.6667	210	1.0499	0.4961	1.0499	1.0247
No log	11.7778	212	1.0468	0.4997	1.0468	1.0231
No log	11.8889	214	1.0408	0.4665	1.0408	1.0202
No log	12.0	216	1.0566	0.3533	1.0566	1.0279
No log	12.1111	218	1.0735	0.3533	1.0735	1.0361
No log	12.2222	220	1.0171	0.4108	1.0171	1.0085
No log	12.3333	222	0.9525	0.4848	0.9525	0.9760
No log	12.4444	224	0.9180	0.5034	0.9180	0.9581
No log	12.5556	226	0.8895	0.5533	0.8895	0.9431
No log	12.6667	228	0.8469	0.5469	0.8469	0.9203
No log	12.7778	230	0.8407	0.5365	0.8407	0.9169
No log	12.8889	232	0.9619	0.4461	0.9619	0.9808
No log	13.0	234	1.0413	0.5053	1.0413	1.0204
No log	13.1111	236	0.9509	0.4841	0.9509	0.9752
No log	13.2222	238	0.8455	0.4773	0.8455	0.9195
No log	13.3333	240	0.8149	0.4882	0.8149	0.9027
No log	13.4444	242	0.8637	0.5155	0.8637	0.9294
No log	13.5556	244	0.9482	0.4777	0.9482	0.9737
No log	13.6667	246	1.0282	0.4808	1.0282	1.0140
No log	13.7778	248	1.0836	0.4808	1.0836	1.0410
No log	13.8889	250	1.0375	0.4812	1.0375	1.0186
No log	14.0	252	1.0873	0.4711	1.0873	1.0427
No log	14.1111	254	1.0408	0.4497	1.0408	1.0202
No log	14.2222	256	0.9434	0.5215	0.9434	0.9713
No log	14.3333	258	0.9950	0.5153	0.9950	0.9975
No log	14.4444	260	1.1048	0.4215	1.1048	1.0511
No log	14.5556	262	1.1157	0.3977	1.1157	1.0563
No log	14.6667	264	1.0937	0.4578	1.0937	1.0458
No log	14.7778	266	1.0993	0.5124	1.0993	1.0485
No log	14.8889	268	1.0818	0.5280	1.0818	1.0401
No log	15.0	270	1.0477	0.5283	1.0477	1.0236
No log	15.1111	272	0.9988	0.4626	0.9988	0.9994
No log	15.2222	274	1.0021	0.4626	1.0021	1.0011
No log	15.3333	276	1.0086	0.4984	1.0086	1.0043
No log	15.4444	278	1.0262	0.4626	1.0262	1.0130
No log	15.5556	280	1.0348	0.5283	1.0348	1.0173
No log	15.6667	282	1.0114	0.4945	1.0114	1.0057
No log	15.7778	284	0.9716	0.4478	0.9716	0.9857
No log	15.8889	286	0.9425	0.4902	0.9425	0.9708
No log	16.0	288	0.9595	0.4673	0.9595	0.9795
No log	16.1111	290	0.9459	0.5600	0.9459	0.9726
No log	16.2222	292	0.9114	0.5086	0.9114	0.9547
No log	16.3333	294	0.9328	0.5000	0.9328	0.9658
No log	16.4444	296	0.9174	0.4940	0.9174	0.9578
No log	16.5556	298	0.9064	0.4606	0.9064	0.9521
No log	16.6667	300	0.9272	0.5102	0.9272	0.9629
No log	16.7778	302	0.9517	0.4784	0.9517	0.9756
No log	16.8889	304	0.9533	0.4886	0.9533	0.9764
No log	17.0	306	1.0713	0.4802	1.0713	1.0350
No log	17.1111	308	1.2015	0.4327	1.2015	1.0961
No log	17.2222	310	1.1318	0.4155	1.1318	1.0639
No log	17.3333	312	0.9751	0.4672	0.9751	0.9875
No log	17.4444	314	0.9880	0.3997	0.9880	0.9940
No log	17.5556	316	1.0637	0.4861	1.0637	1.0313
No log	17.6667	318	0.9805	0.4933	0.9805	0.9902
No log	17.7778	320	0.8659	0.5147	0.8659	0.9306
No log	17.8889	322	0.8233	0.4306	0.8233	0.9074
No log	18.0	324	0.8313	0.5411	0.8313	0.9118
No log	18.1111	326	0.8642	0.5203	0.8642	0.9296
No log	18.2222	328	0.9487	0.4885	0.9487	0.9740
No log	18.3333	330	0.9901	0.5117	0.9901	0.9950
No log	18.4444	332	0.9132	0.5167	0.9132	0.9556
No log	18.5556	334	0.8288	0.5779	0.8288	0.9104
No log	18.6667	336	0.8120	0.5238	0.8120	0.9011
No log	18.7778	338	0.8335	0.5542	0.8335	0.9130
No log	18.8889	340	0.9221	0.5420	0.9221	0.9602
No log	19.0	342	0.9638	0.5367	0.9638	0.9817
No log	19.1111	344	0.9152	0.5350	0.9152	0.9567
No log	19.2222	346	0.8821	0.5500	0.8821	0.9392
No log	19.3333	348	0.8769	0.5500	0.8769	0.9364
No log	19.4444	350	0.9335	0.5635	0.9335	0.9662
No log	19.5556	352	0.9219	0.5658	0.9219	0.9601
No log	19.6667	354	0.8352	0.5416	0.8352	0.9139
No log	19.7778	356	0.8113	0.5315	0.8113	0.9007
No log	19.8889	358	0.8200	0.5315	0.8200	0.9056
No log	20.0	360	0.8547	0.5055	0.8547	0.9245
No log	20.1111	362	0.9366	0.5442	0.9366	0.9678
No log	20.2222	364	0.9299	0.5303	0.9299	0.9643
No log	20.3333	366	0.8724	0.5238	0.8724	0.9340
No log	20.4444	368	0.8692	0.5353	0.8692	0.9323
No log	20.5556	370	0.9019	0.4607	0.9019	0.9497
No log	20.6667	372	0.9090	0.4600	0.9090	0.9534
No log	20.7778	374	0.8862	0.5760	0.8862	0.9414
No log	20.8889	376	0.9556	0.5537	0.9556	0.9776
No log	21.0	378	1.1519	0.5051	1.1519	1.0733
No log	21.1111	380	1.2339	0.4287	1.2339	1.1108
No log	21.2222	382	1.1643	0.4085	1.1643	1.0790
No log	21.3333	384	1.0428	0.3711	1.0428	1.0212
No log	21.4444	386	0.9291	0.5044	0.9291	0.9639
No log	21.5556	388	0.8571	0.5283	0.8571	0.9258
No log	21.6667	390	0.8442	0.5164	0.8442	0.9188
No log	21.7778	392	0.9010	0.5490	0.9010	0.9492
No log	21.8889	394	0.9277	0.4883	0.9277	0.9632
No log	22.0	396	0.8914	0.5495	0.8914	0.9441
No log	22.1111	398	0.8656	0.5914	0.8656	0.9304
No log	22.2222	400	0.8616	0.5529	0.8616	0.9282
No log	22.3333	402	0.8586	0.5785	0.8586	0.9266
No log	22.4444	404	0.8463	0.5294	0.8463	0.9199
No log	22.5556	406	0.8145	0.5011	0.8145	0.9025
No log	22.6667	408	0.8062	0.5481	0.8062	0.8979
No log	22.7778	410	0.8286	0.5722	0.8286	0.9103
No log	22.8889	412	0.8290	0.5722	0.8290	0.9105
No log	23.0	414	0.8197	0.5169	0.8197	0.9054
No log	23.1111	416	0.8416	0.5136	0.8416	0.9174
No log	23.2222	418	0.8661	0.4944	0.8661	0.9306
No log	23.3333	420	0.8533	0.4944	0.8533	0.9238
No log	23.4444	422	0.8372	0.5121	0.8372	0.9150
No log	23.5556	424	0.8332	0.5501	0.8332	0.9128
No log	23.6667	426	0.8122	0.5380	0.8122	0.9012
No log	23.7778	428	0.7968	0.5011	0.7968	0.8926
No log	23.8889	430	0.8031	0.5086	0.8031	0.8962
No log	24.0	432	0.8249	0.5810	0.8249	0.9082
No log	24.1111	434	0.8680	0.5865	0.8680	0.9316
No log	24.2222	436	0.9557	0.5052	0.9557	0.9776
No log	24.3333	438	0.9866	0.5130	0.9866	0.9933
No log	24.4444	440	0.9600	0.5135	0.9600	0.9798
No log	24.5556	442	0.9128	0.5443	0.9128	0.9554
No log	24.6667	444	0.9035	0.5060	0.9035	0.9505
No log	24.7778	446	0.8917	0.4871	0.8917	0.9443
No log	24.8889	448	0.8952	0.4657	0.8952	0.9461
No log	25.0	450	0.8843	0.4657	0.8843	0.9404
No log	25.1111	452	0.8787	0.5513	0.8787	0.9374
No log	25.2222	454	0.8517	0.5731	0.8517	0.9228
No log	25.3333	456	0.8422	0.5731	0.8422	0.9177
No log	25.4444	458	0.8264	0.5731	0.8264	0.9090
No log	25.5556	460	0.7880	0.5622	0.7880	0.8877
No log	25.6667	462	0.7885	0.5622	0.7885	0.8880
No log	25.7778	464	0.8128	0.5424	0.8128	0.9015
No log	25.8889	466	0.8283	0.5610	0.8283	0.9101
No log	26.0	468	0.8528	0.5964	0.8528	0.9235
No log	26.1111	470	0.8782	0.5905	0.8782	0.9371
No log	26.2222	472	0.8911	0.6049	0.8911	0.9440
No log	26.3333	474	0.8773	0.6110	0.8773	0.9366
No log	26.4444	476	0.8932	0.5927	0.8932	0.9451
No log	26.5556	478	0.9171	0.5911	0.9171	0.9577
No log	26.6667	480	0.9093	0.5164	0.9093	0.9536
No log	26.7778	482	0.8762	0.4104	0.8762	0.9361
No log	26.8889	484	0.8492	0.4181	0.8492	0.9215
No log	27.0	486	0.8335	0.4124	0.8335	0.9130
No log	27.1111	488	0.8346	0.4593	0.8346	0.9136
No log	27.2222	490	0.8463	0.5011	0.8463	0.9199
No log	27.3333	492	0.8641	0.5256	0.8641	0.9296
No log	27.4444	494	0.8613	0.4841	0.8613	0.9281
No log	27.5556	496	0.8448	0.5504	0.8448	0.9191
No log	27.6667	498	0.8266	0.5131	0.8266	0.9092
0.3782	27.7778	500	0.8306	0.4323	0.8306	0.9114
0.3782	27.8889	502	0.8320	0.4103	0.8320	0.9121
0.3782	28.0	504	0.8219	0.4381	0.8219	0.9066
0.3782	28.1111	506	0.8288	0.5102	0.8288	0.9104
0.3782	28.2222	508	0.8630	0.5477	0.8630	0.9290
0.3782	28.3333	510	0.9555	0.5249	0.9555	0.9775
0.3782	28.4444	512	1.0082	0.5328	1.0082	1.0041
0.3782	28.5556	514	0.9894	0.5435	0.9894	0.9947
0.3782	28.6667	516	0.9199	0.5439	0.9199	0.9591
0.3782	28.7778	518	0.8664	0.5501	0.8664	0.9308
0.3782	28.8889	520	0.8695	0.5385	0.8695	0.9324
0.3782	29.0	522	0.9276	0.5109	0.9276	0.9631
0.3782	29.1111	524	0.9987	0.5224	0.9987	0.9993
0.3782	29.2222	526	1.0162	0.5224	1.0162	1.0081
0.3782	29.3333	528	0.9910	0.5241	0.9910	0.9955
0.3782	29.4444	530	0.9218	0.5339	0.9218	0.9601
0.3782	29.5556	532	0.8487	0.4820	0.8487	0.9213
0.3782	29.6667	534	0.8233	0.4218	0.8233	0.9074
0.3782	29.7778	536	0.8194	0.4771	0.8194	0.9052
0.3782	29.8889	538	0.8151	0.4582	0.8151	0.9028
0.3782	30.0	540	0.7984	0.4728	0.7984	0.8935
0.3782	30.1111	542	0.8030	0.4996	0.8030	0.8961
0.3782	30.2222	544	0.8410	0.5869	0.8410	0.9171
0.3782	30.3333	546	0.9074	0.5068	0.9074	0.9526
0.3782	30.4444	548	0.9499	0.4960	0.9499	0.9746
0.3782	30.5556	550	0.9335	0.5360	0.9335	0.9662
0.3782	30.6667	552	0.8902	0.5044	0.8902	0.9435
0.3782	30.7778	554	0.8764	0.4845	0.8764	0.9362
0.3782	30.8889	556	0.9148	0.5135	0.9148	0.9564
0.3782	31.0	558	1.0101	0.5124	1.0101	1.0050
0.3782	31.1111	560	1.0993	0.4604	1.0993	1.0485
0.3782	31.2222	562	1.0953	0.4604	1.0953	1.0465
0.3782	31.3333	564	1.0335	0.4813	1.0335	1.0166
0.3782	31.4444	566	0.9586	0.5472	0.9586	0.9791
0.3782	31.5556	568	0.9054	0.5674	0.9054	0.9515
0.3782	31.6667	570	0.8627	0.5073	0.8627	0.9288
0.3782	31.7778	572	0.8524	0.5011	0.8524	0.9233
0.3782	31.8889	574	0.8526	0.4877	0.8526	0.9234
0.3782	32.0	576	0.8736	0.5458	0.8736	0.9347
0.3782	32.1111	578	0.9036	0.5635	0.9036	0.9506
0.3782	32.2222	580	0.9286	0.5611	0.9286	0.9637
0.3782	32.3333	582	0.9441	0.4809	0.9441	0.9717
0.3782	32.4444	584	0.9204	0.5248	0.9204	0.9594
0.3782	32.5556	586	0.8961	0.6006	0.8961	0.9466
0.3782	32.6667	588	0.8675	0.5777	0.8675	0.9314
0.3782	32.7778	590	0.8785	0.5385	0.8785	0.9373
0.3782	32.8889	592	0.9061	0.5290	0.9061	0.9519
0.3782	33.0	594	0.9485	0.5256	0.9485	0.9739
0.3782	33.1111	596	0.9790	0.5256	0.9790	0.9895
0.3782	33.2222	598	0.9404	0.5088	0.9404	0.9697
0.3782	33.3333	600	0.8663	0.5647	0.8663	0.9308
0.3782	33.4444	602	0.8193	0.5914	0.8193	0.9051
0.3782	33.5556	604	0.8096	0.5914	0.8096	0.8998
0.3782	33.6667	606	0.7966	0.5914	0.7966	0.8925
0.3782	33.7778	608	0.8052	0.5914	0.8052	0.8973
0.3782	33.8889	610	0.8490	0.5841	0.8490	0.9214
0.3782	34.0	612	0.9155	0.4906	0.9155	0.9568
0.3782	34.1111	614	0.9416	0.5080	0.9416	0.9704
0.3782	34.2222	616	0.9102	0.4906	0.9102	0.9540
0.3782	34.3333	618	0.8431	0.5610	0.8431	0.9182
0.3782	34.4444	620	0.7922	0.5173	0.7922	0.8901
0.3782	34.5556	622	0.7853	0.5450	0.7853	0.8862
0.3782	34.6667	624	0.7907	0.4963	0.7907	0.8892
0.3782	34.7778	626	0.8239	0.4902	0.8239	0.9077
0.3782	34.8889	628	0.8612	0.5791	0.8612	0.9280
0.3782	35.0	630	0.9049	0.5301	0.9049	0.9513
0.3782	35.1111	632	0.9811	0.4841	0.9811	0.9905
0.3782	35.2222	634	1.0382	0.4841	1.0382	1.0189
0.3782	35.3333	636	1.0047	0.4645	1.0047	1.0023
0.3782	35.4444	638	0.9588	0.4974	0.9588	0.9792
0.3782	35.5556	640	0.9357	0.5332	0.9357	0.9673
0.3782	35.6667	642	0.8887	0.5177	0.8887	0.9427
0.3782	35.7778	644	0.8707	0.5424	0.8707	0.9331
0.3782	35.8889	646	0.8738	0.5404	0.8738	0.9348
0.3782	36.0	648	0.8567	0.6005	0.8567	0.9256
0.3782	36.1111	650	0.8270	0.5659	0.8270	0.9094
0.3782	36.2222	652	0.8135	0.5501	0.8135	0.9019
0.3782	36.3333	654	0.8102	0.5308	0.8102	0.9001
0.3782	36.4444	656	0.8287	0.5477	0.8287	0.9104
0.3782	36.5556	658	0.8840	0.5157	0.8840	0.9402
0.3782	36.6667	660	0.9187	0.4930	0.9187	0.9585
0.3782	36.7778	662	0.9096	0.4930	0.9096	0.9537
0.3782	36.8889	664	0.8811	0.5135	0.8811	0.9386
0.3782	37.0	666	0.8442	0.5810	0.8442	0.9188
0.3782	37.1111	668	0.8272	0.6041	0.8272	0.9095
0.3782	37.2222	670	0.8237	0.6041	0.8237	0.9076
0.3782	37.3333	672	0.8434	0.5979	0.8434	0.9184
0.3782	37.4444	674	0.8916	0.5659	0.8916	0.9442
0.3782	37.5556	676	0.9316	0.4948	0.9316	0.9652
0.3782	37.6667	678	0.9379	0.4841	0.9379	0.9685
0.3782	37.7778	680	0.9360	0.4841	0.9360	0.9675
0.3782	37.8889	682	0.8991	0.5098	0.8991	0.9482
0.3782	38.0	684	0.8586	0.5673	0.8586	0.9266
0.3782	38.1111	686	0.8290	0.5838	0.8290	0.9105
0.3782	38.2222	688	0.8110	0.5777	0.8110	0.9006
0.3782	38.3333	690	0.8004	0.5683	0.8004	0.8946
0.3782	38.4444	692	0.8054	0.5532	0.8054	0.8975
0.3782	38.5556	694	0.8142	0.5509	0.8142	0.9024
0.3782	38.6667	696	0.8332	0.6044	0.8332	0.9128
0.3782	38.7778	698	0.8601	0.6088	0.8601	0.9274
0.3782	38.8889	700	0.8744	0.5563	0.8744	0.9351
0.3782	39.0	702	0.8581	0.5634	0.8581	0.9264
0.3782	39.1111	704	0.8572	0.5634	0.8572	0.9258
0.3782	39.2222	706	0.8637	0.5806	0.8637	0.9294
0.3782	39.3333	708	0.8956	0.5345	0.8956	0.9464
0.3782	39.4444	710	0.9010	0.5345	0.9010	0.9492
0.3782	39.5556	712	0.9143	0.5345	0.9143	0.9562
0.3782	39.6667	714	0.9074	0.5345	0.9074	0.9526
0.3782	39.7778	716	0.9035	0.5370	0.9035	0.9505
0.3782	39.8889	718	0.9063	0.5351	0.9063	0.9520
0.3782	40.0	720	0.8990	0.5370	0.8990	0.9482
0.3782	40.1111	722	0.8723	0.5479	0.8723	0.9340
0.3782	40.2222	724	0.8455	0.5660	0.8455	0.9195
0.3782	40.3333	726	0.8375	0.5481	0.8375	0.9151
0.3782	40.4444	728	0.8422	0.5481	0.8422	0.9177
0.3782	40.5556	730	0.8449	0.5660	0.8449	0.9192
0.3782	40.6667	732	0.8474	0.5660	0.8474	0.9206
0.3782	40.7778	734	0.8607	0.5211	0.8607	0.9277
0.3782	40.8889	736	0.8866	0.5648	0.8866	0.9416
0.3782	41.0	738	0.9062	0.5141	0.9062	0.9519
0.3782	41.1111	740	0.9225	0.4974	0.9225	0.9605
0.3782	41.2222	742	0.9300	0.4760	0.9300	0.9644
0.3782	41.3333	744	0.9435	0.4595	0.9435	0.9714
0.3782	41.4444	746	0.9256	0.4987	0.9256	0.9621
0.3782	41.5556	748	0.9248	0.5094	0.9248	0.9616
0.3782	41.6667	750	0.9499	0.5091	0.9499	0.9746
0.3782	41.7778	752	0.9185	0.5760	0.9185	0.9584
0.3782	41.8889	754	0.8950	0.5784	0.8950	0.9460
0.3782	42.0	756	0.8885	0.5521	0.8885	0.9426
0.3782	42.1111	758	0.8909	0.5544	0.8909	0.9439
0.3782	42.2222	760	0.8724	0.5147	0.8724	0.9340
0.3782	42.3333	762	0.8808	0.5025	0.8808	0.9385
0.3782	42.4444	764	0.9069	0.5012	0.9069	0.9523
0.3782	42.5556	766	0.9508	0.5283	0.9508	0.9751
0.3782	42.6667	768	1.0019	0.4948	1.0019	1.0010
0.3782	42.7778	770	0.9979	0.4948	0.9979	0.9989
0.3782	42.8889	772	0.9416	0.4918	0.9416	0.9704
0.3782	43.0	774	0.8797	0.4421	0.8797	0.9379
0.3782	43.1111	776	0.8518	0.4560	0.8518	0.9229
0.3782	43.2222	778	0.8478	0.4560	0.8478	0.9207
0.3782	43.3333	780	0.8612	0.4757	0.8612	0.9280
0.3782	43.4444	782	0.9017	0.4802	0.9017	0.9496
0.3782	43.5556	784	0.9496	0.4890	0.9496	0.9745
0.3782	43.6667	786	0.9827	0.4862	0.9827	0.9913
0.3782	43.7778	788	0.9860	0.4851	0.9860	0.9930
0.3782	43.8889	790	0.9747	0.4504	0.9747	0.9873
0.3782	44.0	792	1.0040	0.4851	1.0040	1.0020
0.3782	44.1111	794	1.0009	0.4668	1.0009	1.0004
0.3782	44.2222	796	0.9573	0.4623	0.9573	0.9784
0.3782	44.3333	798	0.8999	0.4527	0.8999	0.9487
0.3782	44.4444	800	0.8781	0.4311	0.8781	0.9370
0.3782	44.5556	802	0.8733	0.4311	0.8733	0.9345
0.3782	44.6667	804	0.8819	0.4724	0.8819	0.9391
0.3782	44.7778	806	0.9077	0.4889	0.9077	0.9527
0.3782	44.8889	808	0.9278	0.4200	0.9278	0.9632
0.3782	45.0	810	0.9476	0.4115	0.9476	0.9735
0.3782	45.1111	812	0.9585	0.4316	0.9585	0.9790
0.3782	45.2222	814	0.9484	0.4316	0.9484	0.9739
0.3782	45.3333	816	0.9596	0.4316	0.9596	0.9796

Framework versions

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