ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task1_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: 1.0872
• Qwk: 0.5834
• Mse: 1.0872
• Rmse: 1.0427

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	0.0377	2	5.6046	-0.0110	5.6046	2.3674
No log	0.0755	4	3.2989	0.0724	3.2989	1.8163
No log	0.1132	6	2.3963	-0.0373	2.3963	1.5480
No log	0.1509	8	1.7389	0.0881	1.7389	1.3187
No log	0.1887	10	1.9988	-0.0887	1.9988	1.4138
No log	0.2264	12	2.2613	-0.0438	2.2613	1.5038
No log	0.2642	14	2.4366	-0.0424	2.4366	1.5609
No log	0.3019	16	2.1141	0.0232	2.1141	1.4540
No log	0.3396	18	1.6108	0.0680	1.6108	1.2692
No log	0.3774	20	1.3193	0.2147	1.3193	1.1486
No log	0.4151	22	1.1952	0.2718	1.1952	1.0933
No log	0.4528	24	1.0642	0.3577	1.0642	1.0316
No log	0.4906	26	1.0470	0.3565	1.0470	1.0232
No log	0.5283	28	1.5066	0.2255	1.5066	1.2274
No log	0.5660	30	1.8317	0.2414	1.8317	1.3534
No log	0.6038	32	1.3832	0.3140	1.3832	1.1761
No log	0.6415	34	0.9681	0.3790	0.9681	0.9839
No log	0.6792	36	0.9433	0.3934	0.9433	0.9712
No log	0.7170	38	0.9519	0.3603	0.9519	0.9756
No log	0.7547	40	0.9734	0.3978	0.9734	0.9866
No log	0.7925	42	1.1506	0.3247	1.1506	1.0727
No log	0.8302	44	1.5082	0.2424	1.5082	1.2281
No log	0.8679	46	1.6738	0.2469	1.6738	1.2938
No log	0.9057	48	1.4200	0.2460	1.4200	1.1917
No log	0.9434	50	1.1028	0.4292	1.1028	1.0502
No log	0.9811	52	0.9469	0.4354	0.9469	0.9731
No log	1.0189	54	0.9098	0.4582	0.9098	0.9538
No log	1.0566	56	0.9032	0.5175	0.9032	0.9504
No log	1.0943	58	0.9209	0.5556	0.9209	0.9596
No log	1.1321	60	0.9538	0.5360	0.9538	0.9766
No log	1.1698	62	1.1138	0.4911	1.1138	1.0554
No log	1.2075	64	0.9725	0.5180	0.9725	0.9862
No log	1.2453	66	0.8011	0.5413	0.8011	0.8951
No log	1.2830	68	0.8658	0.5493	0.8658	0.9305
No log	1.3208	70	0.8269	0.5303	0.8269	0.9093
No log	1.3585	72	0.9225	0.5412	0.9225	0.9605
No log	1.3962	74	0.9418	0.5393	0.9418	0.9704
No log	1.4340	76	0.8126	0.5232	0.8126	0.9014
No log	1.4717	78	0.9851	0.5410	0.9851	0.9925
No log	1.5094	80	1.0800	0.5161	1.0800	1.0392
No log	1.5472	82	0.8966	0.5653	0.8966	0.9469
No log	1.5849	84	0.8007	0.5537	0.8007	0.8948
No log	1.6226	86	0.8024	0.5533	0.8024	0.8958
No log	1.6604	88	0.8451	0.5259	0.8451	0.9193
No log	1.6981	90	1.0972	0.5149	1.0972	1.0475
No log	1.7358	92	1.0328	0.5287	1.0328	1.0163
No log	1.7736	94	0.8150	0.5037	0.8150	0.9028
No log	1.8113	96	0.8547	0.5181	0.8547	0.9245
No log	1.8491	98	0.9490	0.5169	0.9490	0.9742
No log	1.8868	100	0.9013	0.5554	0.9013	0.9493
No log	1.9245	102	0.8345	0.5450	0.8345	0.9135
No log	1.9623	104	0.8512	0.5517	0.8512	0.9226
No log	2.0	106	0.8430	0.6050	0.8430	0.9182
No log	2.0377	108	0.8745	0.5736	0.8745	0.9351
No log	2.0755	110	1.1371	0.4970	1.1371	1.0663
No log	2.1132	112	1.1429	0.5208	1.1429	1.0691
No log	2.1509	114	1.0154	0.5189	1.0154	1.0077
No log	2.1887	116	0.9599	0.5413	0.9599	0.9797
No log	2.2264	118	0.8757	0.5797	0.8757	0.9358
No log	2.2642	120	1.0267	0.6046	1.0267	1.0133
No log	2.3019	122	1.3751	0.4577	1.3751	1.1726
No log	2.3396	124	1.6978	0.3668	1.6978	1.3030
No log	2.3774	126	1.6747	0.3688	1.6747	1.2941
No log	2.4151	128	1.3443	0.4341	1.3443	1.1594
No log	2.4528	130	0.8731	0.6560	0.8731	0.9344
No log	2.4906	132	0.7797	0.6673	0.7797	0.8830
No log	2.5283	134	0.8381	0.6410	0.8381	0.9155
No log	2.5660	136	1.0898	0.5646	1.0898	1.0439
No log	2.6038	138	1.0897	0.5353	1.0897	1.0439
No log	2.6415	140	0.9421	0.6112	0.9421	0.9706
No log	2.6792	142	0.9606	0.5944	0.9606	0.9801
No log	2.7170	144	0.8372	0.6091	0.8372	0.9150
No log	2.7547	146	0.6921	0.6338	0.6921	0.8319
No log	2.7925	148	0.6818	0.6641	0.6818	0.8257
No log	2.8302	150	0.7056	0.6400	0.7056	0.8400
No log	2.8679	152	0.9736	0.5940	0.9736	0.9867
No log	2.9057	154	1.0714	0.5614	1.0714	1.0351
No log	2.9434	156	0.7666	0.6800	0.7666	0.8755
No log	2.9811	158	0.7090	0.6536	0.7090	0.8420
No log	3.0189	160	0.8810	0.6311	0.8810	0.9386
No log	3.0566	162	0.9888	0.5972	0.9888	0.9944
No log	3.0943	164	0.9696	0.5804	0.9696	0.9847
No log	3.1321	166	0.8926	0.6285	0.8926	0.9448
No log	3.1698	168	0.8875	0.6285	0.8875	0.9421
No log	3.2075	170	0.9874	0.5681	0.9874	0.9937
No log	3.2453	172	0.9173	0.6092	0.9173	0.9578
No log	3.2830	174	0.8232	0.6242	0.8232	0.9073
No log	3.3208	176	0.8247	0.6200	0.8247	0.9081
No log	3.3585	178	0.9623	0.5908	0.9623	0.9810
No log	3.3962	180	1.1183	0.5176	1.1183	1.0575
No log	3.4340	182	0.9659	0.5804	0.9659	0.9828
No log	3.4717	184	0.8555	0.6114	0.8555	0.9250
No log	3.5094	186	0.8864	0.6114	0.8864	0.9415
No log	3.5472	188	0.9923	0.5806	0.9923	0.9961
No log	3.5849	190	1.0819	0.5374	1.0819	1.0401
No log	3.6226	192	1.3805	0.4652	1.3805	1.1750
No log	3.6604	194	1.3464	0.4920	1.3464	1.1603
No log	3.6981	196	0.9067	0.6067	0.9067	0.9522
No log	3.7358	198	0.6967	0.6623	0.6967	0.8347
No log	3.7736	200	0.6799	0.6436	0.6799	0.8246
No log	3.8113	202	0.7718	0.6307	0.7718	0.8785
No log	3.8491	204	0.9432	0.5617	0.9432	0.9712
No log	3.8868	206	0.8182	0.6068	0.8182	0.9045
No log	3.9245	208	0.6991	0.6621	0.6991	0.8361
No log	3.9623	210	0.7149	0.6862	0.7149	0.8455
No log	4.0	212	0.8728	0.6230	0.8728	0.9343
No log	4.0377	214	1.1125	0.5607	1.1125	1.0548
No log	4.0755	216	1.0113	0.5922	1.0113	1.0056
No log	4.1132	218	0.8169	0.6739	0.8169	0.9038
No log	4.1509	220	0.7153	0.6804	0.7153	0.8458
No log	4.1887	222	0.7626	0.6538	0.7626	0.8733
No log	4.2264	224	0.8053	0.6411	0.8053	0.8974
No log	4.2642	226	0.8062	0.6234	0.8062	0.8979
No log	4.3019	228	0.7389	0.6596	0.7389	0.8596
No log	4.3396	230	0.7508	0.6646	0.7508	0.8665
No log	4.3774	232	0.7945	0.6461	0.7945	0.8914
No log	4.4151	234	0.7780	0.6561	0.7780	0.8820
No log	4.4528	236	0.6866	0.6504	0.6866	0.8286
No log	4.4906	238	0.6489	0.6777	0.6489	0.8056
No log	4.5283	240	0.7264	0.6817	0.7264	0.8523
No log	4.5660	242	0.7195	0.6928	0.7195	0.8482
No log	4.6038	244	0.6740	0.6569	0.6740	0.8210
No log	4.6415	246	0.7963	0.6343	0.7963	0.8924
No log	4.6792	248	0.7963	0.6236	0.7963	0.8923
No log	4.7170	250	0.7255	0.6516	0.7255	0.8518
No log	4.7547	252	0.6943	0.6177	0.6943	0.8332
No log	4.7925	254	0.6963	0.6493	0.6963	0.8344
No log	4.8302	256	0.7126	0.6474	0.7126	0.8441
No log	4.8679	258	0.7537	0.6371	0.7537	0.8681
No log	4.9057	260	0.7947	0.6270	0.7947	0.8915
No log	4.9434	262	0.7113	0.6523	0.7113	0.8434
No log	4.9811	264	0.7130	0.6605	0.7130	0.8444
No log	5.0189	266	0.6513	0.6621	0.6513	0.8070
No log	5.0566	268	0.6470	0.6539	0.6470	0.8043
No log	5.0943	270	0.7161	0.6558	0.7161	0.8462
No log	5.1321	272	0.7469	0.6528	0.7469	0.8642
No log	5.1698	274	0.7221	0.6375	0.7221	0.8497
No log	5.2075	276	0.7073	0.6470	0.7073	0.8410
No log	5.2453	278	0.7720	0.6565	0.7720	0.8787
No log	5.2830	280	0.8022	0.6707	0.8022	0.8957
No log	5.3208	282	0.8098	0.6707	0.8098	0.8999
No log	5.3585	284	0.9831	0.5683	0.9831	0.9915
No log	5.3962	286	0.9132	0.5985	0.9132	0.9556
No log	5.4340	288	0.7001	0.6400	0.7001	0.8367
No log	5.4717	290	0.6676	0.6242	0.6676	0.8170
No log	5.5094	292	0.7385	0.6287	0.7385	0.8594
No log	5.5472	294	0.9335	0.5850	0.9335	0.9662
No log	5.5849	296	0.9177	0.5876	0.9177	0.9579
No log	5.6226	298	0.9019	0.5667	0.9019	0.9497
No log	5.6604	300	0.7742	0.6279	0.7742	0.8799
No log	5.6981	302	0.6763	0.6398	0.6763	0.8224
No log	5.7358	304	0.6658	0.6471	0.6658	0.8159
No log	5.7736	306	0.7844	0.6515	0.7844	0.8857
No log	5.8113	308	0.9369	0.5787	0.9369	0.9680
No log	5.8491	310	0.9143	0.6053	0.9143	0.9562
No log	5.8868	312	0.7437	0.6674	0.7437	0.8624
No log	5.9245	314	0.6443	0.6838	0.6443	0.8027
No log	5.9623	316	0.6298	0.7036	0.6298	0.7936
No log	6.0	318	0.6219	0.6718	0.6219	0.7886
No log	6.0377	320	0.6377	0.6561	0.6377	0.7986
No log	6.0755	322	0.7567	0.6344	0.7567	0.8699
No log	6.1132	324	0.9014	0.5952	0.9014	0.9494
No log	6.1509	326	0.8295	0.6334	0.8295	0.9108
No log	6.1887	328	0.6789	0.6614	0.6789	0.8239
No log	6.2264	330	0.6483	0.6928	0.6483	0.8051
No log	6.2642	332	0.6599	0.7034	0.6599	0.8123
No log	6.3019	334	0.6871	0.6919	0.6871	0.8289
No log	6.3396	336	0.7008	0.6699	0.7008	0.8371
No log	6.3774	338	0.6847	0.6650	0.6847	0.8275
No log	6.4151	340	0.6909	0.6500	0.6909	0.8312
No log	6.4528	342	0.6947	0.6559	0.6947	0.8335
No log	6.4906	344	0.6956	0.6582	0.6956	0.8340
No log	6.5283	346	0.7860	0.6459	0.7860	0.8865
No log	6.5660	348	0.9119	0.6332	0.9119	0.9549
No log	6.6038	350	0.9195	0.6150	0.9195	0.9589
No log	6.6415	352	0.8500	0.6518	0.8500	0.9219
No log	6.6792	354	0.9019	0.6211	0.9019	0.9497
No log	6.7170	356	1.1283	0.5718	1.1283	1.0622
No log	6.7547	358	1.3980	0.5102	1.3980	1.1824
No log	6.7925	360	1.3680	0.4912	1.3680	1.1696
No log	6.8302	362	1.2814	0.5426	1.2814	1.1320
No log	6.8679	364	0.9983	0.6226	0.9983	0.9992
No log	6.9057	366	0.8882	0.6194	0.8882	0.9425
No log	6.9434	368	0.8470	0.5994	0.8470	0.9203
No log	6.9811	370	0.8734	0.5942	0.8734	0.9345
No log	7.0189	372	0.9341	0.5681	0.9341	0.9665
No log	7.0566	374	0.8607	0.6175	0.8607	0.9277
No log	7.0943	376	0.7437	0.6607	0.7437	0.8624
No log	7.1321	378	0.7623	0.6548	0.7623	0.8731
No log	7.1698	380	0.8393	0.6333	0.8393	0.9161
No log	7.2075	382	0.7814	0.6638	0.7814	0.8840
No log	7.2453	384	0.8430	0.6585	0.8430	0.9182
No log	7.2830	386	1.0358	0.5912	1.0358	1.0177
No log	7.3208	388	1.1637	0.5564	1.1637	1.0787
No log	7.3585	390	1.0149	0.5846	1.0149	1.0074
No log	7.3962	392	0.8376	0.6419	0.8376	0.9152
No log	7.4340	394	0.6909	0.6623	0.6909	0.8312
No log	7.4717	396	0.6648	0.6586	0.6648	0.8153
No log	7.5094	398	0.6696	0.6567	0.6696	0.8183
No log	7.5472	400	0.7107	0.6735	0.7107	0.8430
No log	7.5849	402	0.8841	0.6105	0.8841	0.9403
No log	7.6226	404	1.0941	0.5456	1.0941	1.0460
No log	7.6604	406	1.0229	0.5791	1.0229	1.0114
No log	7.6981	408	0.9080	0.6101	0.9080	0.9529
No log	7.7358	410	0.8039	0.6414	0.8039	0.8966
No log	7.7736	412	0.7675	0.6571	0.7675	0.8760
No log	7.8113	414	0.7920	0.6473	0.7920	0.8900
No log	7.8491	416	0.7703	0.6646	0.7703	0.8777
No log	7.8868	418	0.8418	0.6390	0.8418	0.9175
No log	7.9245	420	1.0176	0.5553	1.0176	1.0088
No log	7.9623	422	1.1153	0.5179	1.1153	1.0561
No log	8.0	424	1.1068	0.5188	1.1068	1.0520
No log	8.0377	426	0.9278	0.5804	0.9278	0.9632
No log	8.0755	428	0.8204	0.6390	0.8204	0.9058
No log	8.1132	430	0.7568	0.6584	0.7568	0.8699
No log	8.1509	432	0.7780	0.6514	0.7780	0.8820
No log	8.1887	434	0.8305	0.6301	0.8305	0.9113
No log	8.2264	436	0.9482	0.5517	0.9482	0.9738
No log	8.2642	438	1.0526	0.5124	1.0526	1.0260
No log	8.3019	440	1.0577	0.5124	1.0577	1.0284
No log	8.3396	442	0.8986	0.6014	0.8986	0.9480
No log	8.3774	444	0.8357	0.6271	0.8357	0.9142
No log	8.4151	446	0.7806	0.6647	0.7806	0.8835
No log	8.4528	448	0.8068	0.6458	0.8068	0.8982
No log	8.4906	450	0.9107	0.6077	0.9107	0.9543
No log	8.5283	452	1.0842	0.5334	1.0842	1.0412
No log	8.5660	454	1.0205	0.5499	1.0205	1.0102
No log	8.6038	456	0.7882	0.6449	0.7882	0.8878
No log	8.6415	458	0.6893	0.6403	0.6893	0.8302
No log	8.6792	460	0.6878	0.6620	0.6878	0.8293
No log	8.7170	462	0.7481	0.6614	0.7481	0.8649
No log	8.7547	464	0.8845	0.6225	0.8845	0.9405
No log	8.7925	466	0.9466	0.5890	0.9466	0.9729
No log	8.8302	468	0.8443	0.6601	0.8443	0.9189
No log	8.8679	470	0.7508	0.6566	0.7508	0.8665
No log	8.9057	472	0.7473	0.6512	0.7473	0.8645
No log	8.9434	474	0.7727	0.6472	0.7727	0.8790
No log	8.9811	476	0.8905	0.6189	0.8905	0.9437
No log	9.0189	478	0.9678	0.5514	0.9678	0.9838
No log	9.0566	480	0.8994	0.6047	0.8994	0.9484
No log	9.0943	482	0.7915	0.6503	0.7915	0.8897
No log	9.1321	484	0.8421	0.6403	0.8421	0.9176
No log	9.1698	486	1.0166	0.5810	1.0166	1.0083
No log	9.2075	488	1.0777	0.5719	1.0777	1.0381
No log	9.2453	490	1.0294	0.5683	1.0294	1.0146
No log	9.2830	492	0.8751	0.6273	0.8751	0.9354
No log	9.3208	494	0.7871	0.6363	0.7871	0.8872
No log	9.3585	496	0.8121	0.6395	0.8121	0.9012
No log	9.3962	498	0.8618	0.6309	0.8618	0.9284
0.4415	9.4340	500	0.9380	0.5718	0.9380	0.9685
0.4415	9.4717	502	0.9369	0.5930	0.9369	0.9679
0.4415	9.5094	504	0.8193	0.6588	0.8193	0.9051
0.4415	9.5472	506	0.7724	0.6598	0.7724	0.8788
0.4415	9.5849	508	0.7773	0.6532	0.7773	0.8817
0.4415	9.6226	510	0.7387	0.6548	0.7387	0.8595
0.4415	9.6604	512	0.7076	0.6655	0.7076	0.8412
0.4415	9.6981	514	0.6676	0.6654	0.6676	0.8170
0.4415	9.7358	516	0.6856	0.6582	0.6856	0.8280
0.4415	9.7736	518	0.7935	0.6435	0.7935	0.8908
0.4415	9.8113	520	0.8667	0.6384	0.8667	0.9310
0.4415	9.8491	522	0.8461	0.6384	0.8461	0.9198
0.4415	9.8868	524	0.7993	0.6518	0.7993	0.8940
0.4415	9.9245	526	0.7434	0.6527	0.7434	0.8622
0.4415	9.9623	528	0.7458	0.6687	0.7458	0.8636
0.4415	10.0	530	0.7407	0.6754	0.7407	0.8606
0.4415	10.0377	532	0.8183	0.6658	0.8183	0.9046
0.4415	10.0755	534	0.8663	0.6422	0.8663	0.9308
0.4415	10.1132	536	0.8511	0.6385	0.8511	0.9225
0.4415	10.1509	538	0.7843	0.6714	0.7843	0.8856
0.4415	10.1887	540	0.6612	0.6900	0.6612	0.8132
0.4415	10.2264	542	0.6638	0.6798	0.6638	0.8147
0.4415	10.2642	544	0.7195	0.6748	0.7195	0.8482
0.4415	10.3019	546	0.7617	0.6636	0.7617	0.8728
0.4415	10.3396	548	0.7518	0.6656	0.7518	0.8671
0.4415	10.3774	550	0.6987	0.6631	0.6987	0.8359
0.4415	10.4151	552	0.6655	0.6481	0.6655	0.8158
0.4415	10.4528	554	0.6758	0.6425	0.6758	0.8221
0.4415	10.4906	556	0.7309	0.6499	0.7309	0.8549
0.4415	10.5283	558	0.8045	0.6291	0.8045	0.8970
0.4415	10.5660	560	0.7862	0.6101	0.7862	0.8867
0.4415	10.6038	562	0.7599	0.6303	0.7599	0.8717
0.4415	10.6415	564	0.7541	0.6323	0.7541	0.8684
0.4415	10.6792	566	0.7672	0.6205	0.7672	0.8759
0.4415	10.7170	568	0.8121	0.6284	0.8121	0.9012
0.4415	10.7547	570	0.8897	0.6313	0.8897	0.9433
0.4415	10.7925	572	0.8638	0.6313	0.8638	0.9294
0.4415	10.8302	574	0.8468	0.6137	0.8468	0.9202
0.4415	10.8679	576	0.8547	0.6074	0.8547	0.9245
0.4415	10.9057	578	0.7874	0.6583	0.7874	0.8873
0.4415	10.9434	580	0.7611	0.6688	0.7611	0.8724
0.4415	10.9811	582	0.8197	0.6402	0.8197	0.9054
0.4415	11.0189	584	0.9422	0.6012	0.9422	0.9707
0.4415	11.0566	586	1.0496	0.5834	1.0496	1.0245
0.4415	11.0943	588	0.9876	0.5858	0.9876	0.9938
0.4415	11.1321	590	0.8455	0.6527	0.8455	0.9195
0.4415	11.1698	592	0.7614	0.6483	0.7614	0.8726
0.4415	11.2075	594	0.7422	0.6466	0.7422	0.8615
0.4415	11.2453	596	0.7531	0.6687	0.7531	0.8678
0.4415	11.2830	598	0.7845	0.6667	0.7845	0.8857
0.4415	11.3208	600	0.7473	0.6604	0.7473	0.8645
0.4415	11.3585	602	0.6865	0.6655	0.6865	0.8285
0.4415	11.3962	604	0.6447	0.6878	0.6447	0.8029
0.4415	11.4340	606	0.6686	0.6835	0.6686	0.8177
0.4415	11.4717	608	0.8654	0.6170	0.8654	0.9303
0.4415	11.5094	610	1.1801	0.5651	1.1801	1.0863
0.4415	11.5472	612	1.2702	0.5246	1.2702	1.1270
0.4415	11.5849	614	1.1279	0.5662	1.1279	1.0620
0.4415	11.6226	616	0.8817	0.6337	0.8817	0.9390
0.4415	11.6604	618	0.7239	0.6645	0.7239	0.8508
0.4415	11.6981	620	0.7003	0.7025	0.7003	0.8369
0.4415	11.7358	622	0.7365	0.6706	0.7365	0.8582
0.4415	11.7736	624	0.8213	0.6607	0.8213	0.9062
0.4415	11.8113	626	0.8815	0.6285	0.8815	0.9389
0.4415	11.8491	628	0.9744	0.6006	0.9744	0.9871
0.4415	11.8868	630	0.9456	0.6020	0.9456	0.9724
0.4415	11.9245	632	0.9283	0.6134	0.9283	0.9635
0.4415	11.9623	634	0.8577	0.6535	0.8577	0.9261
0.4415	12.0	636	0.6917	0.6938	0.6917	0.8317
0.4415	12.0377	638	0.6304	0.7061	0.6304	0.7940
0.4415	12.0755	640	0.6347	0.6713	0.6347	0.7967
0.4415	12.1132	642	0.6556	0.6613	0.6556	0.8097
0.4415	12.1509	644	0.6901	0.6468	0.6901	0.8307
0.4415	12.1887	646	0.6673	0.6477	0.6673	0.8169
0.4415	12.2264	648	0.6878	0.6351	0.6878	0.8293
0.4415	12.2642	650	0.7459	0.6379	0.7459	0.8636
0.4415	12.3019	652	0.8482	0.6409	0.8482	0.9210
0.4415	12.3396	654	0.8938	0.6497	0.8938	0.9454
0.4415	12.3774	656	0.7725	0.6667	0.7725	0.8789
0.4415	12.4151	658	0.7256	0.7046	0.7256	0.8518
0.4415	12.4528	660	0.7149	0.6893	0.7149	0.8455
0.4415	12.4906	662	0.7586	0.6647	0.7586	0.8710
0.4415	12.5283	664	0.8388	0.6074	0.8388	0.9158
0.4415	12.5660	666	0.8363	0.6279	0.8363	0.9145
0.4415	12.6038	668	0.8493	0.6088	0.8493	0.9216
0.4415	12.6415	670	0.8370	0.6359	0.8370	0.9149
0.4415	12.6792	672	0.7703	0.6947	0.7703	0.8777
0.4415	12.7170	674	0.6972	0.6791	0.6972	0.8350
0.4415	12.7547	676	0.7181	0.6859	0.7181	0.8474
0.4415	12.7925	678	0.7952	0.6914	0.7952	0.8917
0.4415	12.8302	680	0.8744	0.6477	0.8744	0.9351
0.4415	12.8679	682	0.8931	0.6241	0.8931	0.9451
0.4415	12.9057	684	0.8415	0.6245	0.8415	0.9174
0.4415	12.9434	686	0.7726	0.6977	0.7726	0.8790
0.4415	12.9811	688	0.7576	0.6901	0.7576	0.8704
0.4415	13.0189	690	0.7341	0.6803	0.7341	0.8568
0.4415	13.0566	692	0.6955	0.6824	0.6955	0.8339
0.4415	13.0943	694	0.6924	0.6673	0.6924	0.8321
0.4415	13.1321	696	0.7153	0.6814	0.7153	0.8457
0.4415	13.1698	698	0.7048	0.6757	0.7048	0.8395
0.4415	13.2075	700	0.7506	0.6726	0.7506	0.8664
0.4415	13.2453	702	0.8541	0.6803	0.8541	0.9242
0.4415	13.2830	704	0.8258	0.6698	0.8258	0.9087
0.4415	13.3208	706	0.7197	0.6695	0.7197	0.8483
0.4415	13.3585	708	0.6639	0.6774	0.6639	0.8148
0.4415	13.3962	710	0.6650	0.6643	0.6650	0.8155
0.4415	13.4340	712	0.6600	0.6564	0.6600	0.8124
0.4415	13.4717	714	0.7085	0.6870	0.7085	0.8417
0.4415	13.5094	716	0.8913	0.6688	0.8913	0.9441
0.4415	13.5472	718	0.9710	0.5998	0.9710	0.9854
0.4415	13.5849	720	0.8482	0.6464	0.8482	0.9210
0.4415	13.6226	722	0.7513	0.6503	0.7513	0.8668
0.4415	13.6604	724	0.6888	0.5869	0.6888	0.8299
0.4415	13.6981	726	0.6820	0.5583	0.6820	0.8258
0.4415	13.7358	728	0.7001	0.6332	0.7001	0.8367
0.4415	13.7736	730	0.8648	0.6291	0.8648	0.9299
0.4415	13.8113	732	1.0551	0.5838	1.0551	1.0272
0.4415	13.8491	734	0.9934	0.6098	0.9934	0.9967
0.4415	13.8868	736	0.8240	0.6494	0.8240	0.9078
0.4415	13.9245	738	0.7124	0.6625	0.7124	0.8440
0.4415	13.9623	740	0.6673	0.6528	0.6673	0.8169
0.4415	14.0	742	0.7282	0.6406	0.7282	0.8533
0.4415	14.0377	744	0.8767	0.6392	0.8767	0.9363
0.4415	14.0755	746	1.0797	0.5686	1.0797	1.0391
0.4415	14.1132	748	1.0279	0.5733	1.0279	1.0139
0.4415	14.1509	750	0.8351	0.6259	0.8351	0.9138
0.4415	14.1887	752	0.7038	0.6278	0.7038	0.8389
0.4415	14.2264	754	0.6594	0.6442	0.6594	0.8121
0.4415	14.2642	756	0.6841	0.6684	0.6841	0.8271
0.4415	14.3019	758	0.7372	0.6704	0.7372	0.8586
0.4415	14.3396	760	0.8192	0.6603	0.8192	0.9051
0.4415	14.3774	762	0.8527	0.6493	0.8527	0.9234
0.4415	14.4151	764	0.8645	0.6347	0.8645	0.9298
0.4415	14.4528	766	0.8165	0.6599	0.8165	0.9036
0.4415	14.4906	768	0.8166	0.6474	0.8166	0.9037
0.4415	14.5283	770	0.8243	0.6417	0.8243	0.9079
0.4415	14.5660	772	0.8041	0.6532	0.8041	0.8967
0.4415	14.6038	774	0.8099	0.6574	0.8099	0.9000
0.4415	14.6415	776	0.8189	0.6667	0.8189	0.9049
0.4415	14.6792	778	0.8476	0.6022	0.8476	0.9206
0.4415	14.7170	780	0.8622	0.6146	0.8622	0.9285
0.4415	14.7547	782	0.9214	0.6089	0.9214	0.9599
0.4415	14.7925	784	0.9027	0.6089	0.9027	0.9501
0.4415	14.8302	786	0.9273	0.6067	0.9273	0.9630
0.4415	14.8679	788	0.9300	0.5989	0.9300	0.9644
0.4415	14.9057	790	0.9598	0.5807	0.9598	0.9797
0.4415	14.9434	792	0.9662	0.5668	0.9662	0.9830
0.4415	14.9811	794	0.9221	0.6062	0.9221	0.9603
0.4415	15.0189	796	0.8327	0.6478	0.8327	0.9125
0.4415	15.0566	798	0.8481	0.6406	0.8481	0.9209
0.4415	15.0943	800	0.8900	0.6276	0.8900	0.9434
0.4415	15.1321	802	0.9747	0.5978	0.9747	0.9873
0.4415	15.1698	804	0.9274	0.6011	0.9274	0.9630
0.4415	15.2075	806	0.9575	0.5896	0.9575	0.9785
0.4415	15.2453	808	0.9665	0.5896	0.9665	0.9831
0.4415	15.2830	810	0.9215	0.5909	0.9215	0.9599
0.4415	15.3208	812	0.8839	0.6153	0.8839	0.9402
0.4415	15.3585	814	0.9269	0.5803	0.9269	0.9628
0.4415	15.3962	816	0.9511	0.5876	0.9511	0.9753
0.4415	15.4340	818	0.9822	0.5819	0.9822	0.9911
0.4415	15.4717	820	0.9749	0.5768	0.9749	0.9874
0.4415	15.5094	822	1.0195	0.5756	1.0195	1.0097
0.4415	15.5472	824	1.0019	0.5779	1.0019	1.0009
0.4415	15.5849	826	0.8673	0.6030	0.8673	0.9313
0.4415	15.6226	828	0.8280	0.6587	0.8280	0.9099
0.4415	15.6604	830	0.8538	0.6179	0.8538	0.9240
0.4415	15.6981	832	0.8972	0.6030	0.8972	0.9472
0.4415	15.7358	834	0.8814	0.6202	0.8814	0.9389
0.4415	15.7736	836	0.8515	0.6619	0.8515	0.9227
0.4415	15.8113	838	0.7869	0.6943	0.7869	0.8871
0.4415	15.8491	840	0.8243	0.6825	0.8243	0.9079
0.4415	15.8868	842	0.8964	0.6411	0.8964	0.9468
0.4415	15.9245	844	0.9300	0.6339	0.9300	0.9644
0.4415	15.9623	846	0.9979	0.6171	0.9979	0.9989
0.4415	16.0	848	1.0107	0.5831	1.0107	1.0053
0.4415	16.0377	850	0.9333	0.5844	0.9333	0.9661
0.4415	16.0755	852	0.8984	0.5978	0.8984	0.9478
0.4415	16.1132	854	0.8451	0.6333	0.8451	0.9193
0.4415	16.1509	856	0.7748	0.6475	0.7748	0.8802
0.4415	16.1887	858	0.7572	0.6551	0.7572	0.8702
0.4415	16.2264	860	0.7650	0.6706	0.7650	0.8746
0.4415	16.2642	862	0.8663	0.6311	0.8663	0.9308
0.4415	16.3019	864	0.9362	0.6011	0.9362	0.9676
0.4415	16.3396	866	0.9259	0.6241	0.9259	0.9622
0.4415	16.3774	868	0.9138	0.6241	0.9138	0.9560
0.4415	16.4151	870	0.8894	0.6160	0.8894	0.9431
0.4415	16.4528	872	0.8434	0.6318	0.8434	0.9184
0.4415	16.4906	874	0.7885	0.6657	0.7885	0.8880
0.4415	16.5283	876	0.7138	0.6665	0.7138	0.8448
0.4415	16.5660	878	0.7227	0.6746	0.7227	0.8501
0.4415	16.6038	880	0.7424	0.6735	0.7424	0.8616
0.4415	16.6415	882	0.7821	0.6686	0.7821	0.8843
0.4415	16.6792	884	0.8522	0.6450	0.8522	0.9231
0.4415	16.7170	886	0.8358	0.6490	0.8358	0.9142
0.4415	16.7547	888	0.7874	0.6637	0.7874	0.8874
0.4415	16.7925	890	0.8047	0.6597	0.8047	0.8971
0.4415	16.8302	892	0.8288	0.6517	0.8288	0.9104
0.4415	16.8679	894	0.9220	0.6280	0.9220	0.9602
0.4415	16.9057	896	0.8619	0.6648	0.8619	0.9284
0.4415	16.9434	898	0.8166	0.6597	0.8166	0.9037
0.4415	16.9811	900	0.7734	0.6576	0.7734	0.8794
0.4415	17.0189	902	0.7819	0.6576	0.7819	0.8843
0.4415	17.0566	904	0.7267	0.6707	0.7267	0.8524
0.4415	17.0943	906	0.6859	0.6538	0.6859	0.8282
0.4415	17.1321	908	0.7061	0.6716	0.7061	0.8403
0.4415	17.1698	910	0.7647	0.6555	0.7647	0.8745
0.4415	17.2075	912	0.8912	0.6296	0.8912	0.9440
0.4415	17.2453	914	1.0087	0.5671	1.0087	1.0044
0.4415	17.2830	916	0.9941	0.5560	0.9941	0.9971
0.4415	17.3208	918	0.9357	0.6180	0.9357	0.9673
0.4415	17.3585	920	0.8316	0.6607	0.8316	0.9119
0.4415	17.3962	922	0.8094	0.6586	0.8094	0.8997
0.4415	17.4340	924	0.8760	0.6488	0.8760	0.9359
0.4415	17.4717	926	0.9688	0.5706	0.9688	0.9843
0.4415	17.5094	928	1.0277	0.5224	1.0277	1.0137
0.4415	17.5472	930	0.9885	0.5411	0.9885	0.9943
0.4415	17.5849	932	0.8652	0.6417	0.8652	0.9301
0.4415	17.6226	934	0.8086	0.6646	0.8086	0.8992
0.4415	17.6604	936	0.8100	0.6757	0.8100	0.9000
0.4415	17.6981	938	0.8245	0.6618	0.8245	0.9080
0.4415	17.7358	940	0.8034	0.6637	0.8034	0.8963
0.4415	17.7736	942	0.7735	0.6787	0.7735	0.8795
0.4415	17.8113	944	0.7253	0.6482	0.7253	0.8516
0.4415	17.8491	946	0.7281	0.6534	0.7281	0.8533
0.4415	17.8868	948	0.7663	0.6449	0.7663	0.8754
0.4415	17.9245	950	0.8553	0.6556	0.8553	0.9248
0.4415	17.9623	952	0.8905	0.6438	0.8905	0.9436
0.4415	18.0	954	0.8441	0.6637	0.8441	0.9187
0.4415	18.0377	956	0.7907	0.6635	0.7907	0.8892
0.4415	18.0755	958	0.7819	0.6615	0.7819	0.8843
0.4415	18.1132	960	0.8009	0.6575	0.8009	0.8949
0.4415	18.1509	962	0.8413	0.6575	0.8413	0.9172
0.4415	18.1887	964	0.8874	0.6436	0.8874	0.9420
0.4415	18.2264	966	0.9738	0.5669	0.9738	0.9868
0.4415	18.2642	968	1.1575	0.5298	1.1575	1.0759
0.4415	18.3019	970	1.2162	0.5349	1.2162	1.1028
0.4415	18.3396	972	1.0788	0.5403	1.0788	1.0387
0.4415	18.3774	974	0.8832	0.6436	0.8832	0.9398
0.4415	18.4151	976	0.8209	0.6646	0.8209	0.9061
0.4415	18.4528	978	0.8553	0.6596	0.8553	0.9248
0.4415	18.4906	980	0.9649	0.5935	0.9649	0.9823
0.4415	18.5283	982	1.1601	0.5080	1.1601	1.0771
0.4415	18.5660	984	1.2425	0.4789	1.2425	1.1147
0.4415	18.6038	986	1.1471	0.5122	1.1471	1.0710
0.4415	18.6415	988	0.9657	0.6101	0.9657	0.9827
0.4415	18.6792	990	0.8548	0.6696	0.8548	0.9246
0.4415	18.7170	992	0.8240	0.6746	0.8240	0.9077
0.4415	18.7547	994	0.8492	0.6696	0.8492	0.9215
0.4415	18.7925	996	0.9261	0.6262	0.9261	0.9624
0.4415	18.8302	998	0.9999	0.5753	0.9999	0.9999
0.0796	18.8679	1000	0.9597	0.5923	0.9597	0.9796
0.0796	18.9057	1002	0.8864	0.6549	0.8864	0.9415
0.0796	18.9434	1004	0.8383	0.6515	0.8383	0.9156
0.0796	18.9811	1006	0.8172	0.6534	0.8172	0.9040
0.0796	19.0189	1008	0.7911	0.6665	0.7911	0.8895
0.0796	19.0566	1010	0.7594	0.6717	0.7594	0.8714
0.0796	19.0943	1012	0.7648	0.6789	0.7648	0.8745
0.0796	19.1321	1014	0.8297	0.6557	0.8297	0.9109
0.0796	19.1698	1016	0.8674	0.6496	0.8674	0.9314
0.0796	19.2075	1018	0.8425	0.6547	0.8425	0.9179
0.0796	19.2453	1020	0.8157	0.6586	0.8157	0.9032
0.0796	19.2830	1022	0.8316	0.6464	0.8316	0.9119
0.0796	19.3208	1024	0.8398	0.6464	0.8398	0.9164
0.0796	19.3585	1026	0.8918	0.6496	0.8918	0.9444
0.0796	19.3962	1028	0.8783	0.6628	0.8783	0.9372
0.0796	19.4340	1030	0.9383	0.6363	0.9383	0.9687
0.0796	19.4717	1032	1.0681	0.5657	1.0681	1.0335
0.0796	19.5094	1034	1.1747	0.5065	1.1747	1.0838
0.0796	19.5472	1036	1.1507	0.4943	1.1507	1.0727
0.0796	19.5849	1038	0.9935	0.5955	0.9935	0.9967
0.0796	19.6226	1040	0.8331	0.6480	0.8331	0.9127
0.0796	19.6604	1042	0.7756	0.6526	0.7756	0.8807
0.0796	19.6981	1044	0.7733	0.6506	0.7733	0.8794
0.0796	19.7358	1046	0.8162	0.6419	0.8162	0.9034
0.0796	19.7736	1048	0.9528	0.6090	0.9528	0.9761
0.0796	19.8113	1050	1.0756	0.5649	1.0756	1.0371
0.0796	19.8491	1052	0.9975	0.6137	0.9975	0.9988
0.0796	19.8868	1054	0.8590	0.6639	0.8590	0.9268
0.0796	19.9245	1056	0.7875	0.6792	0.7875	0.8874
0.0796	19.9623	1058	0.8311	0.6504	0.8311	0.9116
0.0796	20.0	1060	0.8941	0.6378	0.8941	0.9455
0.0796	20.0377	1062	0.9319	0.6415	0.9319	0.9653
0.0796	20.0755	1064	0.9485	0.6299	0.9485	0.9739
0.0796	20.1132	1066	1.0058	0.6118	1.0058	1.0029
0.0796	20.1509	1068	1.0068	0.6118	1.0068	1.0034
0.0796	20.1887	1070	1.0421	0.5881	1.0421	1.0208
0.0796	20.2264	1072	0.9939	0.6096	0.9939	0.9969
0.0796	20.2642	1074	0.9544	0.6355	0.9544	0.9769
0.0796	20.3019	1076	0.8571	0.6638	0.8571	0.9258
0.0796	20.3396	1078	0.7757	0.6685	0.7757	0.8807
0.0796	20.3774	1080	0.7644	0.6789	0.7644	0.8743
0.0796	20.4151	1082	0.7957	0.6647	0.7957	0.8920
0.0796	20.4528	1084	0.9512	0.6319	0.9512	0.9753
0.0796	20.4906	1086	1.0942	0.6007	1.0942	1.0461
0.0796	20.5283	1088	1.0728	0.5950	1.0728	1.0358
0.0796	20.5660	1090	0.9197	0.6442	0.9197	0.9590
0.0796	20.6038	1092	0.7183	0.6694	0.7183	0.8475
0.0796	20.6415	1094	0.6585	0.6624	0.6585	0.8115
0.0796	20.6792	1096	0.6628	0.6553	0.6628	0.8141
0.0796	20.7170	1098	0.7255	0.6587	0.7255	0.8518
0.0796	20.7547	1100	0.8188	0.6607	0.8188	0.9049
0.0796	20.7925	1102	0.8382	0.6628	0.8382	0.9155
0.0796	20.8302	1104	0.7471	0.6803	0.7471	0.8644
0.0796	20.8679	1106	0.6903	0.6515	0.6903	0.8308
0.0796	20.9057	1108	0.7208	0.6685	0.7208	0.8490
0.0796	20.9434	1110	0.8096	0.6677	0.8096	0.8998
0.0796	20.9811	1112	0.9103	0.6530	0.9103	0.9541
0.0796	21.0189	1114	1.0114	0.6102	1.0114	1.0057
0.0796	21.0566	1116	0.9714	0.6406	0.9714	0.9856
0.0796	21.0943	1118	0.8808	0.6716	0.8808	0.9385
0.0796	21.1321	1120	0.8206	0.6648	0.8206	0.9059
0.0796	21.1698	1122	0.7650	0.6421	0.7650	0.8746
0.0796	21.2075	1124	0.7870	0.6481	0.7870	0.8871
0.0796	21.2453	1126	0.8761	0.6332	0.8761	0.9360
0.0796	21.2830	1128	1.0319	0.5832	1.0319	1.0158
0.0796	21.3208	1130	1.1893	0.5220	1.1893	1.0906
0.0796	21.3585	1132	1.2519	0.5267	1.2519	1.1189
0.0796	21.3962	1134	1.2274	0.5454	1.2274	1.1079
0.0796	21.4340	1136	1.0872	0.5834	1.0872	1.0427

Framework versions

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