ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k17_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: 0.7044
• Qwk: 0.7031
• Mse: 0.7044
• Rmse: 0.8393

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	0.0189	2	5.0332	-0.0354	5.0332	2.2435
No log	0.0377	4	3.1885	0.0620	3.1885	1.7856
No log	0.0566	6	2.6679	-0.1113	2.6679	1.6334
No log	0.0755	8	2.3078	-0.1293	2.3078	1.5191
No log	0.0943	10	1.7787	0.0246	1.7787	1.3337
No log	0.1132	12	1.6193	0.0840	1.6193	1.2725
No log	0.1321	14	1.6661	0.0492	1.6661	1.2908
No log	0.1509	16	1.9909	-0.0130	1.9909	1.4110
No log	0.1698	18	2.1570	-0.0366	2.1570	1.4687
No log	0.1887	20	2.1297	0.0457	2.1297	1.4594
No log	0.2075	22	2.2543	0.0190	2.2543	1.5014
No log	0.2264	24	1.9714	0.0542	1.9714	1.4041
No log	0.2453	26	1.6376	0.0802	1.6376	1.2797
No log	0.2642	28	1.6676	0.0864	1.6676	1.2914
No log	0.2830	30	1.5605	0.1043	1.5605	1.2492
No log	0.3019	32	1.7388	0.0977	1.7388	1.3186
No log	0.3208	34	1.7729	0.1192	1.7729	1.3315
No log	0.3396	36	2.1252	0.1479	2.1252	1.4578
No log	0.3585	38	2.4244	0.1261	2.4244	1.5570
No log	0.3774	40	2.0324	0.1787	2.0324	1.4256
No log	0.3962	42	1.8863	0.2021	1.8863	1.3734
No log	0.4151	44	1.8905	0.2212	1.8905	1.3749
No log	0.4340	46	2.0003	0.1896	2.0003	1.4143
No log	0.4528	48	2.5473	0.1576	2.5473	1.5960
No log	0.4717	50	2.8864	0.1401	2.8864	1.6989
No log	0.4906	52	2.6678	0.1637	2.6678	1.6333
No log	0.5094	54	1.8201	0.2377	1.8201	1.3491
No log	0.5283	56	1.1681	0.3499	1.1681	1.0808
No log	0.5472	58	1.0778	0.4384	1.0778	1.0382
No log	0.5660	60	1.1036	0.4073	1.1036	1.0505
No log	0.5849	62	1.1303	0.3439	1.1302	1.0631
No log	0.6038	64	1.3730	0.1746	1.3730	1.1718
No log	0.6226	66	1.6774	0.1599	1.6774	1.2951
No log	0.6415	68	1.7734	0.1814	1.7734	1.3317
No log	0.6604	70	1.9019	0.1565	1.9019	1.3791
No log	0.6792	72	1.6456	0.1901	1.6456	1.2828
No log	0.6981	74	1.6626	0.2293	1.6627	1.2894
No log	0.7170	76	1.6242	0.2754	1.6242	1.2744
No log	0.7358	78	1.3644	0.4008	1.3644	1.1681
No log	0.7547	80	1.0280	0.5259	1.0280	1.0139
No log	0.7736	82	1.1728	0.4327	1.1728	1.0830
No log	0.7925	84	1.3427	0.4184	1.3427	1.1588
No log	0.8113	86	1.3150	0.4170	1.3150	1.1467
No log	0.8302	88	0.9398	0.5835	0.9398	0.9695
No log	0.8491	90	0.7391	0.6053	0.7391	0.8597
No log	0.8679	92	0.8177	0.5335	0.8177	0.9043
No log	0.8868	94	0.8438	0.5515	0.8438	0.9186
No log	0.9057	96	0.7994	0.5754	0.7994	0.8941
No log	0.9245	98	0.8536	0.5580	0.8536	0.9239
No log	0.9434	100	1.1257	0.5489	1.1257	1.0610
No log	0.9623	102	1.4657	0.4601	1.4657	1.2107
No log	0.9811	104	1.6540	0.3890	1.6540	1.2861
No log	1.0	106	1.4700	0.4765	1.4700	1.2125
No log	1.0189	108	1.2166	0.5397	1.2166	1.1030
No log	1.0377	110	0.8781	0.5730	0.8781	0.9371
No log	1.0566	112	0.7629	0.6176	0.7629	0.8735
No log	1.0755	114	0.7595	0.5989	0.7595	0.8715
No log	1.0943	116	0.8035	0.5452	0.8035	0.8964
No log	1.1132	118	0.9831	0.5280	0.9831	0.9915
No log	1.1321	120	1.0868	0.5397	1.0868	1.0425
No log	1.1509	122	0.9949	0.5241	0.9949	0.9975
No log	1.1698	124	0.9140	0.5936	0.9140	0.9560
No log	1.1887	126	0.8232	0.5763	0.8232	0.9073
No log	1.2075	128	0.7928	0.6314	0.7928	0.8904
No log	1.2264	130	0.9641	0.5307	0.9641	0.9819
No log	1.2453	132	0.9514	0.5261	0.9514	0.9754
No log	1.2642	134	0.8967	0.5601	0.8967	0.9469
No log	1.2830	136	0.7207	0.6471	0.7207	0.8489
No log	1.3019	138	0.7166	0.6906	0.7166	0.8465
No log	1.3208	140	0.6908	0.6757	0.6908	0.8312
No log	1.3396	142	0.7077	0.6453	0.7077	0.8413
No log	1.3585	144	0.7913	0.6122	0.7913	0.8895
No log	1.3774	146	0.8350	0.6084	0.8350	0.9138
No log	1.3962	148	0.7684	0.6615	0.7684	0.8766
No log	1.4151	150	0.8218	0.6146	0.8218	0.9065
No log	1.4340	152	0.9242	0.5825	0.9242	0.9613
No log	1.4528	154	0.9433	0.5920	0.9433	0.9713
No log	1.4717	156	0.8106	0.6401	0.8106	0.9004
No log	1.4906	158	0.7671	0.6573	0.7671	0.8759
No log	1.5094	160	1.2888	0.4949	1.2888	1.1353
No log	1.5283	162	1.5969	0.4781	1.5969	1.2637
No log	1.5472	164	1.2735	0.5059	1.2735	1.1285
No log	1.5660	166	0.8030	0.6383	0.8030	0.8961
No log	1.5849	168	0.6924	0.6892	0.6924	0.8321
No log	1.6038	170	0.8277	0.6335	0.8277	0.9098
No log	1.6226	172	0.8772	0.6087	0.8772	0.9366
No log	1.6415	174	0.8494	0.6296	0.8494	0.9216
No log	1.6604	176	0.8183	0.6264	0.8183	0.9046
No log	1.6792	178	0.7915	0.6468	0.7915	0.8896
No log	1.6981	180	0.7733	0.6387	0.7733	0.8794
No log	1.7170	182	0.7611	0.6689	0.7611	0.8724
No log	1.7358	184	0.8375	0.6521	0.8375	0.9152
No log	1.7547	186	1.1141	0.5307	1.1141	1.0555
No log	1.7736	188	1.2535	0.4841	1.2535	1.1196
No log	1.7925	190	1.0930	0.5373	1.0930	1.0455
No log	1.8113	192	0.8876	0.5832	0.8876	0.9422
No log	1.8302	194	0.8139	0.6147	0.8139	0.9022
No log	1.8491	196	0.8074	0.6120	0.8074	0.8986
No log	1.8679	198	0.8203	0.6015	0.8203	0.9057
No log	1.8868	200	0.9131	0.5741	0.9131	0.9556
No log	1.9057	202	0.9469	0.5875	0.9469	0.9731
No log	1.9245	204	0.9507	0.6000	0.9507	0.9750
No log	1.9434	206	0.9019	0.5811	0.9019	0.9497
No log	1.9623	208	0.8399	0.6266	0.8399	0.9164
No log	1.9811	210	0.8180	0.6108	0.8180	0.9044
No log	2.0	212	0.8138	0.6072	0.8138	0.9021
No log	2.0189	214	0.8218	0.6177	0.8218	0.9065
No log	2.0377	216	0.8302	0.6451	0.8302	0.9111
No log	2.0566	218	0.7987	0.6219	0.7987	0.8937
No log	2.0755	220	0.7957	0.6294	0.7957	0.8920
No log	2.0943	222	0.8144	0.6231	0.8144	0.9025
No log	2.1132	224	0.8148	0.6157	0.8148	0.9027
No log	2.1321	226	0.8176	0.6459	0.8176	0.9042
No log	2.1509	228	0.8396	0.6451	0.8396	0.9163
No log	2.1698	230	0.8721	0.6387	0.8721	0.9338
No log	2.1887	232	0.9139	0.6274	0.9139	0.9560
No log	2.2075	234	0.9044	0.6252	0.9044	0.9510
No log	2.2264	236	0.8829	0.6366	0.8829	0.9396
No log	2.2453	238	0.8739	0.6298	0.8739	0.9348
No log	2.2642	240	0.8793	0.6404	0.8793	0.9377
No log	2.2830	242	0.8413	0.6627	0.8413	0.9172
No log	2.3019	244	0.8607	0.5879	0.8607	0.9278
No log	2.3208	246	0.8883	0.5749	0.8883	0.9425
No log	2.3396	248	0.8226	0.5938	0.8226	0.9070
No log	2.3585	250	0.8122	0.6395	0.8122	0.9012
No log	2.3774	252	0.8319	0.6391	0.8319	0.9121
No log	2.3962	254	0.7972	0.6545	0.7972	0.8929
No log	2.4151	256	0.7831	0.6552	0.7831	0.8849
No log	2.4340	258	0.7935	0.6740	0.7935	0.8908
No log	2.4528	260	0.8011	0.6401	0.8011	0.8951
No log	2.4717	262	0.8217	0.6191	0.8217	0.9065
No log	2.4906	264	0.7887	0.6638	0.7887	0.8881
No log	2.5094	266	0.7384	0.6753	0.7384	0.8593
No log	2.5283	268	0.7734	0.6152	0.7734	0.8794
No log	2.5472	270	0.7884	0.6232	0.7884	0.8879
No log	2.5660	272	0.7432	0.6404	0.7432	0.8621
No log	2.5849	274	0.7313	0.6308	0.7313	0.8552
No log	2.6038	276	0.7048	0.6557	0.7048	0.8395
No log	2.6226	278	0.7597	0.6956	0.7597	0.8716
No log	2.6415	280	0.7939	0.6532	0.7939	0.8910
No log	2.6604	282	0.7840	0.6246	0.7840	0.8855
No log	2.6792	284	0.7279	0.6880	0.7279	0.8532
No log	2.6981	286	0.7061	0.6919	0.7061	0.8403
No log	2.7170	288	0.7197	0.7	0.7197	0.8484
No log	2.7358	290	0.7279	0.7018	0.7279	0.8532
No log	2.7547	292	0.6901	0.7101	0.6901	0.8307
No log	2.7736	294	0.7017	0.6891	0.7017	0.8377
No log	2.7925	296	0.7249	0.7024	0.7249	0.8514
No log	2.8113	298	0.7401	0.6947	0.7401	0.8603
No log	2.8302	300	0.8117	0.6491	0.8117	0.9009
No log	2.8491	302	0.8376	0.6383	0.8376	0.9152
No log	2.8679	304	0.7926	0.6534	0.7926	0.8903
No log	2.8868	306	0.7657	0.6559	0.7657	0.8751
No log	2.9057	308	0.7234	0.6940	0.7234	0.8505
No log	2.9245	310	0.7116	0.7134	0.7116	0.8436
No log	2.9434	312	0.7257	0.7066	0.7257	0.8519
No log	2.9623	314	0.7153	0.7261	0.7153	0.8458
No log	2.9811	316	0.6898	0.7355	0.6898	0.8305
No log	3.0	318	0.6702	0.7367	0.6702	0.8187
No log	3.0189	320	0.6695	0.7407	0.6695	0.8182
No log	3.0377	322	0.6939	0.7371	0.6939	0.8330
No log	3.0566	324	0.6914	0.7331	0.6914	0.8315
No log	3.0755	326	0.7057	0.7221	0.7057	0.8401
No log	3.0943	328	0.7307	0.7047	0.7307	0.8548
No log	3.1132	330	0.8048	0.6646	0.8048	0.8971
No log	3.1321	332	0.8520	0.6291	0.8520	0.9230
No log	3.1509	334	0.8346	0.6332	0.8346	0.9136
No log	3.1698	336	0.7522	0.6984	0.7522	0.8673
No log	3.1887	338	0.7177	0.6836	0.7177	0.8472
No log	3.2075	340	0.7017	0.7084	0.7017	0.8377
No log	3.2264	342	0.7011	0.7231	0.7011	0.8373
No log	3.2453	344	0.7518	0.6767	0.7518	0.8671
No log	3.2642	346	0.7791	0.6769	0.7791	0.8827
No log	3.2830	348	0.7883	0.6769	0.7883	0.8879
No log	3.3019	350	0.7548	0.6891	0.7548	0.8688
No log	3.3208	352	0.7019	0.7009	0.7019	0.8378
No log	3.3396	354	0.6982	0.7022	0.6982	0.8356
No log	3.3585	356	0.6966	0.7073	0.6966	0.8346
No log	3.3774	358	0.7158	0.7147	0.7158	0.8460
No log	3.3962	360	0.7313	0.7089	0.7313	0.8552
No log	3.4151	362	0.7557	0.6814	0.7557	0.8693
No log	3.4340	364	0.7853	0.6348	0.7853	0.8861
No log	3.4528	366	0.7766	0.6607	0.7766	0.8812
No log	3.4717	368	0.8156	0.6390	0.8156	0.9031
No log	3.4906	370	0.9247	0.5879	0.9247	0.9616
No log	3.5094	372	0.9493	0.5757	0.9493	0.9743
No log	3.5283	374	0.8798	0.6073	0.8798	0.9380
No log	3.5472	376	0.7530	0.6684	0.7530	0.8677
No log	3.5660	378	0.6893	0.7183	0.6893	0.8302
No log	3.5849	380	0.6660	0.7315	0.6660	0.8161
No log	3.6038	382	0.6925	0.6912	0.6925	0.8322
No log	3.6226	384	0.7456	0.6539	0.7456	0.8635
No log	3.6415	386	0.7656	0.6502	0.7656	0.8750
No log	3.6604	388	0.6968	0.7177	0.6968	0.8348
No log	3.6792	390	0.6458	0.7258	0.6458	0.8036
No log	3.6981	392	0.6556	0.7404	0.6556	0.8097
No log	3.7170	394	0.6771	0.7381	0.6771	0.8228
No log	3.7358	396	0.7066	0.7064	0.7066	0.8406
No log	3.7547	398	0.7412	0.7003	0.7412	0.8609
No log	3.7736	400	0.7521	0.6839	0.7521	0.8672
No log	3.7925	402	0.8103	0.6422	0.8103	0.9002
No log	3.8113	404	0.8992	0.6311	0.8992	0.9483
No log	3.8302	406	0.8932	0.6220	0.8932	0.9451
No log	3.8491	408	0.7819	0.6243	0.7819	0.8842
No log	3.8679	410	0.6842	0.7109	0.6842	0.8271
No log	3.8868	412	0.6587	0.7314	0.6587	0.8116
No log	3.9057	414	0.6551	0.7268	0.6551	0.8094
No log	3.9245	416	0.6703	0.7223	0.6703	0.8187
No log	3.9434	418	0.6745	0.7331	0.6745	0.8213
No log	3.9623	420	0.6665	0.7192	0.6665	0.8164
No log	3.9811	422	0.7053	0.6905	0.7053	0.8398
No log	4.0	424	0.7875	0.6490	0.7875	0.8874
No log	4.0189	426	0.8280	0.6324	0.8280	0.9099
No log	4.0377	428	0.8452	0.6367	0.8452	0.9194
No log	4.0566	430	0.8602	0.6119	0.8602	0.9275
No log	4.0755	432	0.8554	0.5958	0.8554	0.9249
No log	4.0943	434	0.7988	0.6316	0.7988	0.8938
No log	4.1132	436	0.8163	0.6185	0.8163	0.9035
No log	4.1321	438	0.8495	0.5850	0.8495	0.9217
No log	4.1509	440	0.8014	0.6274	0.8014	0.8952
No log	4.1698	442	0.7384	0.6703	0.7384	0.8593
No log	4.1887	444	0.7120	0.6548	0.7120	0.8438
No log	4.2075	446	0.6866	0.6718	0.6866	0.8286
No log	4.2264	448	0.6875	0.7179	0.6875	0.8292
No log	4.2453	450	0.6889	0.7264	0.6889	0.8300
No log	4.2642	452	0.6529	0.6990	0.6529	0.8080
No log	4.2830	454	0.6525	0.6518	0.6525	0.8078
No log	4.3019	456	0.6957	0.6480	0.6957	0.8341
No log	4.3208	458	0.7443	0.6312	0.7443	0.8628
No log	4.3396	460	0.7028	0.6522	0.7028	0.8384
No log	4.3585	462	0.6706	0.6800	0.6706	0.8189
No log	4.3774	464	0.7525	0.6906	0.7525	0.8674
No log	4.3962	466	0.8203	0.6732	0.8203	0.9057
No log	4.4151	468	0.7925	0.6610	0.7925	0.8902
No log	4.4340	470	0.7502	0.6649	0.7502	0.8662
No log	4.4528	472	0.6965	0.7041	0.6965	0.8346
No log	4.4717	474	0.6612	0.7097	0.6612	0.8131
No log	4.4906	476	0.6711	0.6999	0.6711	0.8192
No log	4.5094	478	0.7236	0.6754	0.7236	0.8506
No log	4.5283	480	0.8525	0.5741	0.8525	0.9233
No log	4.5472	482	0.9413	0.5498	0.9413	0.9702
No log	4.5660	484	0.9402	0.5452	0.9402	0.9696
No log	4.5849	486	0.9397	0.5443	0.9397	0.9694
No log	4.6038	488	0.8766	0.5988	0.8766	0.9363
No log	4.6226	490	0.8525	0.6287	0.8525	0.9233
No log	4.6415	492	0.8171	0.6463	0.8171	0.9039
No log	4.6604	494	0.7653	0.6462	0.7653	0.8748
No log	4.6792	496	0.7606	0.6323	0.7606	0.8721
No log	4.6981	498	0.8320	0.6142	0.8320	0.9121
0.4769	4.7170	500	0.9098	0.5847	0.9098	0.9538
0.4769	4.7358	502	1.0245	0.5389	1.0245	1.0122
0.4769	4.7547	504	1.0087	0.5461	1.0087	1.0043
0.4769	4.7736	506	0.8961	0.5811	0.8961	0.9466
0.4769	4.7925	508	0.8151	0.6072	0.8151	0.9029
0.4769	4.8113	510	0.7669	0.6505	0.7669	0.8757
0.4769	4.8302	512	0.7579	0.6460	0.7579	0.8706
0.4769	4.8491	514	0.7831	0.6146	0.7831	0.8849
0.4769	4.8679	516	0.8256	0.5869	0.8256	0.9086
0.4769	4.8868	518	0.8143	0.6067	0.8143	0.9024
0.4769	4.9057	520	0.7546	0.6578	0.7546	0.8687
0.4769	4.9245	522	0.6944	0.7237	0.6944	0.8333
0.4769	4.9434	524	0.6585	0.7092	0.6585	0.8115
0.4769	4.9623	526	0.6651	0.7114	0.6651	0.8155
0.4769	4.9811	528	0.6895	0.7040	0.6895	0.8304
0.4769	5.0	530	0.7038	0.6814	0.7038	0.8389
0.4769	5.0189	532	0.6740	0.7267	0.6740	0.8210
0.4769	5.0377	534	0.6449	0.7364	0.6449	0.8031
0.4769	5.0566	536	0.6278	0.7350	0.6278	0.7923
0.4769	5.0755	538	0.6201	0.7261	0.6201	0.7874
0.4769	5.0943	540	0.6238	0.7166	0.6238	0.7898
0.4769	5.1132	542	0.6217	0.7166	0.6217	0.7885
0.4769	5.1321	544	0.6356	0.7412	0.6356	0.7972
0.4769	5.1509	546	0.6527	0.7314	0.6527	0.8079
0.4769	5.1698	548	0.6324	0.7423	0.6324	0.7952
0.4769	5.1887	550	0.6160	0.7463	0.6160	0.7848
0.4769	5.2075	552	0.6184	0.7277	0.6184	0.7864
0.4769	5.2264	554	0.6216	0.7378	0.6216	0.7884
0.4769	5.2453	556	0.6385	0.7213	0.6385	0.7990
0.4769	5.2642	558	0.6616	0.7172	0.6616	0.8134
0.4769	5.2830	560	0.6656	0.7172	0.6656	0.8158
0.4769	5.3019	562	0.6604	0.7134	0.6604	0.8127
0.4769	5.3208	564	0.6849	0.7229	0.6849	0.8276
0.4769	5.3396	566	0.7361	0.6679	0.7361	0.8579
0.4769	5.3585	568	0.7759	0.6544	0.7759	0.8809
0.4769	5.3774	570	0.7376	0.6651	0.7376	0.8589
0.4769	5.3962	572	0.6733	0.6940	0.6733	0.8205
0.4769	5.4151	574	0.6512	0.7118	0.6512	0.8069
0.4769	5.4340	576	0.6556	0.6682	0.6556	0.8097
0.4769	5.4528	578	0.6532	0.7021	0.6532	0.8082
0.4769	5.4717	580	0.6527	0.7057	0.6527	0.8079
0.4769	5.4906	582	0.6629	0.7116	0.6629	0.8142
0.4769	5.5094	584	0.6797	0.7250	0.6797	0.8244
0.4769	5.5283	586	0.7162	0.6857	0.7162	0.8463
0.4769	5.5472	588	0.7178	0.6741	0.7178	0.8473
0.4769	5.5660	590	0.7324	0.6788	0.7324	0.8558
0.4769	5.5849	592	0.7109	0.6748	0.7109	0.8431
0.4769	5.6038	594	0.6689	0.7420	0.6689	0.8179
0.4769	5.6226	596	0.6506	0.7203	0.6506	0.8066
0.4769	5.6415	598	0.6524	0.7203	0.6524	0.8077
0.4769	5.6604	600	0.6726	0.7353	0.6726	0.8201
0.4769	5.6792	602	0.7074	0.7222	0.7074	0.8411
0.4769	5.6981	604	0.7619	0.6485	0.7619	0.8729
0.4769	5.7170	606	0.7654	0.6478	0.7654	0.8749
0.4769	5.7358	608	0.7157	0.7079	0.7157	0.8460
0.4769	5.7547	610	0.6535	0.7423	0.6535	0.8084
0.4769	5.7736	612	0.6364	0.7389	0.6364	0.7977
0.4769	5.7925	614	0.6301	0.7207	0.6301	0.7938
0.4769	5.8113	616	0.6377	0.7425	0.6377	0.7986
0.4769	5.8302	618	0.6610	0.7234	0.6610	0.8130
0.4769	5.8491	620	0.7384	0.6655	0.7384	0.8593
0.4769	5.8679	622	0.8292	0.6422	0.8292	0.9106
0.4769	5.8868	624	0.8600	0.6291	0.8600	0.9274
0.4769	5.9057	626	0.8309	0.6624	0.8309	0.9115
0.4769	5.9245	628	0.7604	0.6783	0.7604	0.8720
0.4769	5.9434	630	0.7162	0.6936	0.7162	0.8463
0.4769	5.9623	632	0.7108	0.6977	0.7108	0.8431
0.4769	5.9811	634	0.7327	0.6899	0.7327	0.8560
0.4769	6.0	636	0.7962	0.6417	0.7962	0.8923
0.4769	6.0189	638	0.9032	0.6082	0.9032	0.9504
0.4769	6.0377	640	0.9592	0.5915	0.9592	0.9794
0.4769	6.0566	642	0.9554	0.5905	0.9554	0.9775
0.4769	6.0755	644	0.8854	0.5959	0.8854	0.9410
0.4769	6.0943	646	0.7968	0.6261	0.7968	0.8926
0.4769	6.1132	648	0.7489	0.6400	0.7489	0.8654
0.4769	6.1321	650	0.7142	0.6610	0.7142	0.8451
0.4769	6.1509	652	0.7226	0.6602	0.7226	0.8500
0.4769	6.1698	654	0.7590	0.6444	0.7590	0.8712
0.4769	6.1887	656	0.7883	0.6241	0.7883	0.8879
0.4769	6.2075	658	0.8462	0.6235	0.8462	0.9199
0.4769	6.2264	660	0.8558	0.6240	0.8558	0.9251
0.4769	6.2453	662	0.8360	0.6224	0.8360	0.9143
0.4769	6.2642	664	0.7678	0.6316	0.7678	0.8762
0.4769	6.2830	666	0.6864	0.7100	0.6864	0.8285
0.4769	6.3019	668	0.6467	0.7375	0.6467	0.8042
0.4769	6.3208	670	0.6451	0.7398	0.6451	0.8032
0.4769	6.3396	672	0.6498	0.7422	0.6498	0.8061
0.4769	6.3585	674	0.6561	0.7398	0.6561	0.8100
0.4769	6.3774	676	0.6534	0.7443	0.6534	0.8083
0.4769	6.3962	678	0.6575	0.7582	0.6575	0.8109
0.4769	6.4151	680	0.6760	0.7282	0.6760	0.8222
0.4769	6.4340	682	0.7000	0.6990	0.7000	0.8366
0.4769	6.4528	684	0.7283	0.6758	0.7283	0.8534
0.4769	6.4717	686	0.7424	0.6618	0.7424	0.8616
0.4769	6.4906	688	0.7277	0.6782	0.7277	0.8531
0.4769	6.5094	690	0.7033	0.6905	0.7033	0.8386
0.4769	6.5283	692	0.6904	0.7188	0.6904	0.8309
0.4769	6.5472	694	0.6940	0.7188	0.6940	0.8331
0.4769	6.5660	696	0.7316	0.6642	0.7316	0.8553
0.4769	6.5849	698	0.7574	0.6625	0.7574	0.8703
0.4769	6.6038	700	0.7737	0.6585	0.7737	0.8796
0.4769	6.6226	702	0.7479	0.6625	0.7479	0.8648
0.4769	6.6415	704	0.7005	0.6987	0.7005	0.8369
0.4769	6.6604	706	0.6700	0.7267	0.6700	0.8186
0.4769	6.6792	708	0.6470	0.7245	0.6470	0.8044
0.4769	6.6981	710	0.6373	0.7120	0.6373	0.7983
0.4769	6.7170	712	0.6376	0.7024	0.6376	0.7985
0.4769	6.7358	714	0.6526	0.7276	0.6526	0.8078
0.4769	6.7547	716	0.6889	0.7243	0.6889	0.8300
0.4769	6.7736	718	0.7526	0.6779	0.7526	0.8675
0.4769	6.7925	720	0.8169	0.6479	0.8169	0.9038
0.4769	6.8113	722	0.8181	0.6374	0.8181	0.9045
0.4769	6.8302	724	0.8185	0.6452	0.8185	0.9047
0.4769	6.8491	726	0.7886	0.6432	0.7886	0.8880
0.4769	6.8679	728	0.7628	0.6567	0.7628	0.8734
0.4769	6.8868	730	0.7683	0.6446	0.7683	0.8765
0.4769	6.9057	732	0.8156	0.6175	0.8156	0.9031
0.4769	6.9245	734	0.8548	0.6102	0.8548	0.9246
0.4769	6.9434	736	0.8547	0.6102	0.8547	0.9245
0.4769	6.9623	738	0.8317	0.6074	0.8317	0.9120
0.4769	6.9811	740	0.8166	0.6039	0.8166	0.9037
0.4769	7.0	742	0.8254	0.6043	0.8254	0.9085
0.4769	7.0189	744	0.8409	0.6030	0.8409	0.9170
0.4769	7.0377	746	0.8051	0.6215	0.8051	0.8973
0.4769	7.0566	748	0.7503	0.6686	0.7503	0.8662
0.4769	7.0755	750	0.7185	0.6691	0.7185	0.8476
0.4769	7.0943	752	0.6910	0.7218	0.6910	0.8312
0.4769	7.1132	754	0.6678	0.7056	0.6678	0.8172
0.4769	7.1321	756	0.6621	0.7108	0.6621	0.8137
0.4769	7.1509	758	0.6604	0.7108	0.6604	0.8126
0.4769	7.1698	760	0.6685	0.7052	0.6685	0.8176
0.4769	7.1887	762	0.6842	0.6866	0.6842	0.8272
0.4769	7.2075	764	0.6968	0.6773	0.6968	0.8348
0.4769	7.2264	766	0.6972	0.6698	0.6972	0.8350
0.4769	7.2453	768	0.6965	0.6698	0.6965	0.8346
0.4769	7.2642	770	0.6941	0.6698	0.6941	0.8331
0.4769	7.2830	772	0.6751	0.6677	0.6751	0.8216
0.4769	7.3019	774	0.6636	0.7102	0.6636	0.8146
0.4769	7.3208	776	0.6474	0.6949	0.6474	0.8046
0.4769	7.3396	778	0.6382	0.6726	0.6382	0.7989
0.4769	7.3585	780	0.6374	0.6916	0.6374	0.7984
0.4769	7.3774	782	0.6399	0.6936	0.6399	0.8000
0.4769	7.3962	784	0.6534	0.6900	0.6534	0.8083
0.4769	7.4151	786	0.6770	0.6938	0.6770	0.8228
0.4769	7.4340	788	0.7103	0.7024	0.7103	0.8428
0.4769	7.4528	790	0.7278	0.6650	0.7278	0.8531
0.4769	7.4717	792	0.7613	0.6485	0.7613	0.8725
0.4769	7.4906	794	0.8057	0.6489	0.8057	0.8976
0.4769	7.5094	796	0.8189	0.6474	0.8189	0.9050
0.4769	7.5283	798	0.7996	0.6390	0.7996	0.8942
0.4769	7.5472	800	0.7560	0.6605	0.7560	0.8695
0.4769	7.5660	802	0.7191	0.6684	0.7191	0.8480
0.4769	7.5849	804	0.6987	0.6968	0.6987	0.8359
0.4769	7.6038	806	0.6790	0.6975	0.6790	0.8240
0.4769	7.6226	808	0.6753	0.7065	0.6753	0.8218
0.4769	7.6415	810	0.6842	0.7044	0.6842	0.8271
0.4769	7.6604	812	0.7008	0.6836	0.7008	0.8372
0.4769	7.6792	814	0.7273	0.6730	0.7273	0.8528
0.4769	7.6981	816	0.7392	0.6767	0.7392	0.8598
0.4769	7.7170	818	0.7278	0.6825	0.7278	0.8531
0.4769	7.7358	820	0.7014	0.6918	0.7014	0.8375
0.4769	7.7547	822	0.6800	0.7009	0.6800	0.8246
0.4769	7.7736	824	0.6645	0.7029	0.6645	0.8152
0.4769	7.7925	826	0.6527	0.7057	0.6527	0.8079
0.4769	7.8113	828	0.6459	0.7101	0.6459	0.8037
0.4769	7.8302	830	0.6449	0.7033	0.6449	0.8031
0.4769	7.8491	832	0.6437	0.7033	0.6437	0.8023
0.4769	7.8679	834	0.6469	0.6809	0.6469	0.8043
0.4769	7.8868	836	0.6586	0.7009	0.6586	0.8115
0.4769	7.9057	838	0.6787	0.6756	0.6787	0.8238
0.4769	7.9245	840	0.7075	0.6791	0.7075	0.8412
0.4769	7.9434	842	0.7386	0.6436	0.7386	0.8594
0.4769	7.9623	844	0.7544	0.6366	0.7544	0.8686
0.4769	7.9811	846	0.7608	0.6366	0.7608	0.8723
0.4769	8.0	848	0.7599	0.6413	0.7599	0.8717
0.4769	8.0189	850	0.7670	0.6227	0.7670	0.8758
0.4769	8.0377	852	0.7639	0.6413	0.7639	0.8740
0.4769	8.0566	854	0.7664	0.6227	0.7664	0.8755
0.4769	8.0755	856	0.7741	0.6227	0.7741	0.8798
0.4769	8.0943	858	0.7794	0.6181	0.7794	0.8828
0.4769	8.1132	860	0.7753	0.6227	0.7753	0.8805
0.4769	8.1321	862	0.7612	0.6413	0.7612	0.8725
0.4769	8.1509	864	0.7400	0.6283	0.7400	0.8602
0.4769	8.1698	866	0.7254	0.6375	0.7254	0.8517
0.4769	8.1887	868	0.7092	0.6585	0.7092	0.8422
0.4769	8.2075	870	0.6934	0.7020	0.6934	0.8327
0.4769	8.2264	872	0.6891	0.7065	0.6891	0.8301
0.4769	8.2453	874	0.6924	0.6880	0.6924	0.8321
0.4769	8.2642	876	0.7098	0.6744	0.7098	0.8425
0.4769	8.2830	878	0.7202	0.6744	0.7202	0.8487
0.4769	8.3019	880	0.7150	0.6762	0.7150	0.8456
0.4769	8.3208	882	0.6985	0.6790	0.6985	0.8357
0.4769	8.3396	884	0.6897	0.6952	0.6897	0.8305
0.4769	8.3585	886	0.6862	0.6906	0.6862	0.8284
0.4769	8.3774	888	0.6806	0.6846	0.6806	0.8250
0.4769	8.3962	890	0.6837	0.6771	0.6837	0.8269
0.4769	8.4151	892	0.6798	0.6771	0.6798	0.8245
0.4769	8.4340	894	0.6729	0.7113	0.6729	0.8203
0.4769	8.4528	896	0.6721	0.6900	0.6721	0.8198
0.4769	8.4717	898	0.6714	0.6900	0.6714	0.8194
0.4769	8.4906	900	0.6778	0.6969	0.6778	0.8233
0.4769	8.5094	902	0.6830	0.6693	0.6830	0.8265
0.4769	8.5283	904	0.6834	0.6693	0.6834	0.8267
0.4769	8.5472	906	0.6777	0.6892	0.6777	0.8232
0.4769	8.5660	908	0.6697	0.6893	0.6697	0.8184
0.4769	8.5849	910	0.6684	0.6893	0.6684	0.8175
0.4769	8.6038	912	0.6708	0.6893	0.6708	0.8190
0.4769	8.6226	914	0.6743	0.7031	0.6743	0.8212
0.4769	8.6415	916	0.6760	0.7031	0.6760	0.8222
0.4769	8.6604	918	0.6856	0.7095	0.6856	0.8280
0.4769	8.6792	920	0.6951	0.6726	0.6951	0.8337
0.4769	8.6981	922	0.6962	0.6708	0.6962	0.8344
0.4769	8.7170	924	0.6943	0.6840	0.6943	0.8332
0.4769	8.7358	926	0.6924	0.6840	0.6924	0.8321
0.4769	8.7547	928	0.6931	0.6840	0.6931	0.8325
0.4769	8.7736	930	0.6947	0.6840	0.6947	0.8335
0.4769	8.7925	932	0.7027	0.6575	0.7027	0.8383
0.4769	8.8113	934	0.7062	0.6643	0.7062	0.8404
0.4769	8.8302	936	0.7095	0.6719	0.7095	0.8423
0.4769	8.8491	938	0.7111	0.6773	0.7111	0.8433
0.4769	8.8679	940	0.7114	0.6773	0.7114	0.8434
0.4769	8.8868	942	0.7132	0.6843	0.7132	0.8445
0.4769	8.9057	944	0.7091	0.6987	0.7091	0.8421
0.4769	8.9245	946	0.7008	0.7067	0.7008	0.8371
0.4769	8.9434	948	0.6918	0.7029	0.6918	0.8318
0.4769	8.9623	950	0.6839	0.6965	0.6839	0.8270
0.4769	8.9811	952	0.6751	0.7183	0.6751	0.8217
0.4769	9.0	954	0.6657	0.6968	0.6657	0.8159
0.4769	9.0189	956	0.6617	0.6989	0.6617	0.8135
0.4769	9.0377	958	0.6589	0.7127	0.6589	0.8117
0.4769	9.0566	960	0.6589	0.7167	0.6589	0.8117
0.4769	9.0755	962	0.6588	0.6969	0.6588	0.8116
0.4769	9.0943	964	0.6610	0.6989	0.6610	0.8130
0.4769	9.1132	966	0.6676	0.6894	0.6676	0.8170
0.4769	9.1321	968	0.6774	0.7155	0.6774	0.8230
0.4769	9.1509	970	0.6873	0.7134	0.6873	0.8290
0.4769	9.1698	972	0.6954	0.7009	0.6954	0.8339
0.4769	9.1887	974	0.6998	0.6969	0.6998	0.8365
0.4769	9.2075	976	0.6977	0.6969	0.6977	0.8353
0.4769	9.2264	978	0.6931	0.6969	0.6931	0.8325
0.4769	9.2453	980	0.6875	0.6945	0.6875	0.8291
0.4769	9.2642	982	0.6809	0.7134	0.6809	0.8251
0.4769	9.2830	984	0.6760	0.7134	0.6760	0.8222
0.4769	9.3019	986	0.6727	0.7224	0.6727	0.8202
0.4769	9.3208	988	0.6716	0.7224	0.6716	0.8195
0.4769	9.3396	990	0.6748	0.7155	0.6748	0.8215
0.4769	9.3585	992	0.6807	0.7134	0.6807	0.8250
0.4769	9.3774	994	0.6877	0.6925	0.6877	0.8293
0.4769	9.3962	996	0.6956	0.6969	0.6956	0.8340
0.4769	9.4151	998	0.7022	0.6969	0.7022	0.8379
0.0771	9.4340	1000	0.7037	0.7031	0.7037	0.8389
0.0771	9.4528	1002	0.7031	0.7031	0.7031	0.8385
0.0771	9.4717	1004	0.6991	0.6969	0.6991	0.8361
0.0771	9.4906	1006	0.6933	0.6969	0.6933	0.8327
0.0771	9.5094	1008	0.6890	0.6925	0.6890	0.8301
0.0771	9.5283	1010	0.6867	0.6925	0.6867	0.8287
0.0771	9.5472	1012	0.6865	0.6925	0.6865	0.8286
0.0771	9.5660	1014	0.6874	0.6925	0.6874	0.8291
0.0771	9.5849	1016	0.6916	0.6969	0.6916	0.8316
0.0771	9.6038	1018	0.6957	0.6969	0.6957	0.8341
0.0771	9.6226	1020	0.6975	0.6969	0.6975	0.8352
0.0771	9.6415	1022	0.7005	0.6969	0.7005	0.8370
0.0771	9.6604	1024	0.7026	0.7031	0.7026	0.8382
0.0771	9.6792	1026	0.7052	0.7031	0.7052	0.8398
0.0771	9.6981	1028	0.7074	0.7031	0.7074	0.8411
0.0771	9.7170	1030	0.7097	0.7031	0.7097	0.8425
0.0771	9.7358	1032	0.7129	0.7031	0.7129	0.8443
0.0771	9.7547	1034	0.7143	0.7011	0.7143	0.8452
0.0771	9.7736	1036	0.7138	0.7031	0.7138	0.8449
0.0771	9.7925	1038	0.7126	0.7031	0.7126	0.8441
0.0771	9.8113	1040	0.7118	0.7031	0.7118	0.8437
0.0771	9.8302	1042	0.7108	0.7031	0.7108	0.8431
0.0771	9.8491	1044	0.7099	0.7031	0.7099	0.8426
0.0771	9.8679	1046	0.7093	0.7031	0.7093	0.8422
0.0771	9.8868	1048	0.7089	0.7031	0.7089	0.8419
0.0771	9.9057	1050	0.7080	0.7031	0.7080	0.8414
0.0771	9.9245	1052	0.7069	0.7031	0.7069	0.8408
0.0771	9.9434	1054	0.7058	0.7031	0.7058	0.8401
0.0771	9.9623	1056	0.7048	0.7031	0.7048	0.8395
0.0771	9.9811	1058	0.7045	0.7031	0.7045	0.8393
0.0771	10.0	1060	0.7044	0.7031	0.7044	0.8393

Framework versions

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