ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k9_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: 0.7374
• Qwk: 0.7020
• Mse: 0.7374
• Rmse: 0.8587

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	0.0465	2	7.0583	-0.0111	7.0583	2.6567
No log	0.0930	4	4.6813	0.0579	4.6813	2.1636
No log	0.1395	6	4.7384	-0.0648	4.7384	2.1768
No log	0.1860	8	3.3155	-0.0122	3.3155	1.8208
No log	0.2326	10	2.3190	0.0148	2.3190	1.5228
No log	0.2791	12	2.2469	0.0451	2.2469	1.4990
No log	0.3256	14	2.2722	0.0	2.2722	1.5074
No log	0.3721	16	2.2332	0.1295	2.2332	1.4944
No log	0.4186	18	1.9840	0.2063	1.9840	1.4086
No log	0.4651	20	1.7658	0.3220	1.7658	1.3288
No log	0.5116	22	1.6691	0.2632	1.6691	1.2919
No log	0.5581	24	1.7317	0.2906	1.7317	1.3159
No log	0.6047	26	1.8036	0.2521	1.8036	1.3430
No log	0.6512	28	1.9021	0.2167	1.9021	1.3792
No log	0.6977	30	2.0280	0.1760	2.0280	1.4241
No log	0.7442	32	2.1870	0.1151	2.1870	1.4789
No log	0.7907	34	2.2550	0.1867	2.2550	1.5017
No log	0.8372	36	2.0936	0.2614	2.0936	1.4469
No log	0.8837	38	1.7192	0.4648	1.7192	1.3112
No log	0.9302	40	1.4486	0.4714	1.4486	1.2036
No log	0.9767	42	1.2198	0.5493	1.2198	1.1044
No log	1.0233	44	1.1216	0.5753	1.1216	1.0591
No log	1.0698	46	0.9261	0.6857	0.9261	0.9623
No log	1.1163	48	0.9882	0.625	0.9882	0.9941
No log	1.1628	50	0.9236	0.6277	0.9236	0.9610
No log	1.2093	52	1.2836	0.4762	1.2836	1.1330
No log	1.2558	54	1.3206	0.5035	1.3206	1.1492
No log	1.3023	56	1.0596	0.5156	1.0596	1.0293
No log	1.3488	58	0.9769	0.5203	0.9769	0.9884
No log	1.3953	60	0.9462	0.6032	0.9462	0.9727
No log	1.4419	62	0.9194	0.6324	0.9194	0.9589
No log	1.4884	64	0.8998	0.6573	0.8998	0.9486
No log	1.5349	66	1.1190	0.5854	1.1190	1.0578
No log	1.5814	68	1.0709	0.6667	1.0709	1.0348
No log	1.6279	70	0.7466	0.7368	0.7466	0.8641
No log	1.6744	72	0.8142	0.7273	0.8142	0.9023
No log	1.7209	74	0.8088	0.7547	0.8088	0.8993
No log	1.7674	76	0.8732	0.6883	0.8732	0.9344
No log	1.8140	78	1.0699	0.6154	1.0699	1.0344
No log	1.8605	80	1.4273	0.5455	1.4273	1.1947
No log	1.9070	82	1.1377	0.5769	1.1377	1.0667
No log	1.9535	84	0.8194	0.6974	0.8194	0.9052
No log	2.0	86	0.8848	0.6944	0.8848	0.9406
No log	2.0465	88	1.0314	0.5957	1.0314	1.0156
No log	2.0930	90	0.7678	0.6944	0.7678	0.8762
No log	2.1395	92	0.8590	0.6974	0.8590	0.9268
No log	2.1860	94	1.1513	0.6375	1.1513	1.0730
No log	2.2326	96	0.9120	0.7013	0.9120	0.9550
No log	2.2791	98	0.7041	0.7383	0.7041	0.8391
No log	2.3256	100	0.7204	0.7260	0.7204	0.8488
No log	2.3721	102	0.9744	0.6533	0.9744	0.9871
No log	2.4186	104	1.4037	0.5269	1.4037	1.1848
No log	2.4651	106	1.6383	0.4971	1.6383	1.2799
No log	2.5116	108	1.0130	0.6667	1.0130	1.0065
No log	2.5581	110	0.6087	0.8125	0.6087	0.7802
No log	2.6047	112	0.6740	0.7925	0.6740	0.8210
No log	2.6512	114	0.6407	0.7848	0.6407	0.8004
No log	2.6977	116	0.7550	0.7531	0.7550	0.8689
No log	2.7442	118	0.8433	0.7561	0.8433	0.9183
No log	2.7907	120	0.7083	0.7547	0.7083	0.8416
No log	2.8372	122	0.6574	0.7763	0.6574	0.8108
No log	2.8837	124	0.6707	0.7534	0.6707	0.8190
No log	2.9302	126	0.7874	0.6901	0.7874	0.8874
No log	2.9767	128	0.8071	0.6853	0.8071	0.8984
No log	3.0233	130	0.7030	0.7413	0.7030	0.8384
No log	3.0698	132	0.7076	0.7532	0.7076	0.8412
No log	3.1163	134	0.9990	0.6329	0.9990	0.9995
No log	3.1628	136	1.0260	0.6541	1.0260	1.0129
No log	3.2093	138	0.7247	0.7662	0.7247	0.8513
No log	3.2558	140	0.6624	0.7517	0.6624	0.8139
No log	3.3023	142	0.9019	0.6712	0.9019	0.9497
No log	3.3488	144	0.8772	0.6712	0.8772	0.9366
No log	3.3953	146	0.7200	0.7467	0.7200	0.8485
No log	3.4419	148	0.6698	0.7853	0.6698	0.8184
No log	3.4884	150	0.7956	0.7429	0.7956	0.8920
No log	3.5349	152	0.7452	0.7674	0.7452	0.8633
No log	3.5814	154	0.6415	0.7758	0.6415	0.8009
No log	3.6279	156	0.8552	0.7421	0.8552	0.9248
No log	3.6744	158	0.9678	0.6184	0.9678	0.9838
No log	3.7209	160	0.8335	0.72	0.8335	0.9130
No log	3.7674	162	0.6945	0.7625	0.6945	0.8334
No log	3.8140	164	0.7524	0.7625	0.7524	0.8674
No log	3.8605	166	0.7843	0.7296	0.7843	0.8856
No log	3.9070	168	0.6819	0.7673	0.6819	0.8257
No log	3.9535	170	0.6769	0.7590	0.6769	0.8228
No log	4.0	172	0.6970	0.7545	0.6970	0.8349
No log	4.0465	174	0.6298	0.7574	0.6298	0.7936
No log	4.0930	176	0.5990	0.8070	0.5990	0.7739
No log	4.1395	178	0.6789	0.8249	0.6789	0.8240
No log	4.1860	180	0.6793	0.8304	0.6793	0.8242
No log	4.2326	182	0.6651	0.8025	0.6651	0.8155
No log	4.2791	184	0.6856	0.7895	0.6856	0.8280
No log	4.3256	186	0.7253	0.7682	0.7253	0.8516
No log	4.3721	188	0.7295	0.7826	0.7295	0.8541
No log	4.4186	190	0.6149	0.8095	0.6149	0.7841
No log	4.4651	192	0.5290	0.8090	0.5290	0.7273
No log	4.5116	194	0.5502	0.8023	0.5502	0.7418
No log	4.5581	196	0.5831	0.7904	0.5831	0.7636
No log	4.6047	198	0.5498	0.8114	0.5498	0.7415
No log	4.6512	200	0.5757	0.8023	0.5757	0.7588
No log	4.6977	202	0.5816	0.7853	0.5816	0.7627
No log	4.7442	204	0.6382	0.7821	0.6382	0.7988
No log	4.7907	206	0.6894	0.7532	0.6894	0.8303
No log	4.8372	208	0.7194	0.7871	0.7194	0.8482
No log	4.8837	210	0.7759	0.7613	0.7759	0.8808
No log	4.9302	212	0.7655	0.7564	0.7655	0.8749
No log	4.9767	214	0.7334	0.7792	0.7334	0.8564
No log	5.0233	216	0.7070	0.7871	0.7070	0.8408
No log	5.0698	218	0.6790	0.7871	0.6790	0.8240
No log	5.1163	220	0.6702	0.7871	0.6702	0.8187
No log	5.1628	222	0.6614	0.7871	0.6614	0.8133
No log	5.2093	224	0.7309	0.7516	0.7309	0.8549
No log	5.2558	226	0.9103	0.6968	0.9103	0.9541
No log	5.3023	228	0.8332	0.6849	0.8332	0.9128
No log	5.3488	230	0.7360	0.7550	0.7360	0.8579
No log	5.3953	232	0.8392	0.6389	0.8392	0.9161
No log	5.4419	234	0.8446	0.6621	0.8446	0.9190
No log	5.4884	236	0.8462	0.7361	0.8462	0.9199
No log	5.5349	238	0.8445	0.7297	0.8445	0.9190
No log	5.5814	240	0.8310	0.7162	0.8310	0.9116
No log	5.6279	242	0.7277	0.7532	0.7277	0.8530
No log	5.6744	244	0.6468	0.7722	0.6468	0.8043
No log	5.7209	246	0.6295	0.7758	0.6295	0.7934
No log	5.7674	248	0.6059	0.7927	0.6059	0.7784
No log	5.8140	250	0.5978	0.7952	0.5978	0.7732
No log	5.8605	252	0.6155	0.7683	0.6155	0.7846
No log	5.9070	254	0.6169	0.7901	0.6169	0.7854
No log	5.9535	256	0.6535	0.7673	0.6535	0.8084
No log	6.0	258	0.6593	0.7875	0.6593	0.8120
No log	6.0465	260	0.7421	0.775	0.7421	0.8614
No log	6.0930	262	0.8031	0.7692	0.8031	0.8961
No log	6.1395	264	0.6892	0.7692	0.6892	0.8302
No log	6.1860	266	0.5987	0.7950	0.5987	0.7737
No log	6.2326	268	0.5858	0.8148	0.5858	0.7654
No log	6.2791	270	0.5857	0.8075	0.5857	0.7653
No log	6.3256	272	0.6130	0.8025	0.6130	0.7829
No log	6.3721	274	0.6338	0.7949	0.6338	0.7961
No log	6.4186	276	0.6376	0.7898	0.6376	0.7985
No log	6.4651	278	0.6775	0.7564	0.6775	0.8231
No log	6.5116	280	0.6907	0.7613	0.6907	0.8311
No log	6.5581	282	0.7281	0.7662	0.7281	0.8533
No log	6.6047	284	0.7762	0.7226	0.7762	0.8810
No log	6.6512	286	0.7845	0.7436	0.7845	0.8857
No log	6.6977	288	0.7521	0.7662	0.7521	0.8672
No log	6.7442	290	0.7293	0.7123	0.7293	0.8540
No log	6.7907	292	0.7181	0.7123	0.7181	0.8474
No log	6.8372	294	0.7537	0.7368	0.7537	0.8681
No log	6.8837	296	0.9332	0.6301	0.9332	0.9660
No log	6.9302	298	0.9558	0.5972	0.9558	0.9776
No log	6.9767	300	0.7867	0.6571	0.7867	0.8870
No log	7.0233	302	0.7366	0.6901	0.7366	0.8583
No log	7.0698	304	0.7865	0.7183	0.7865	0.8868
No log	7.1163	306	0.7782	0.6950	0.7782	0.8822
No log	7.1628	308	0.8215	0.6522	0.8215	0.9064
No log	7.2093	310	0.8482	0.6131	0.8482	0.9210
No log	7.2558	312	0.7403	0.7083	0.7403	0.8604
No log	7.3023	314	0.7312	0.7448	0.7312	0.8551
No log	7.3488	316	0.8526	0.6853	0.8526	0.9233
No log	7.3953	318	0.8420	0.6901	0.8420	0.9176
No log	7.4419	320	0.7932	0.7133	0.7932	0.8906
No log	7.4884	322	0.7987	0.7361	0.7987	0.8937
No log	7.5349	324	0.8356	0.6853	0.8356	0.9141
No log	7.5814	326	0.8914	0.6429	0.8914	0.9442
No log	7.6279	328	0.7852	0.6944	0.7852	0.8861
No log	7.6744	330	0.6771	0.76	0.6771	0.8228
No log	7.7209	332	0.6778	0.7632	0.6778	0.8233
No log	7.7674	334	0.6706	0.76	0.6706	0.8189
No log	7.8140	336	0.6910	0.7517	0.6910	0.8313
No log	7.8605	338	0.6919	0.7483	0.6919	0.8318
No log	7.9070	340	0.7242	0.7517	0.7242	0.8510
No log	7.9535	342	0.8325	0.6980	0.8325	0.9124
No log	8.0	344	0.8299	0.6525	0.8299	0.9110
No log	8.0465	346	0.7752	0.7534	0.7752	0.8804
No log	8.0930	348	0.7964	0.7172	0.7964	0.8924
No log	8.1395	350	0.7456	0.7260	0.7456	0.8635
No log	8.1860	352	0.7077	0.7867	0.7077	0.8412
No log	8.2326	354	0.7934	0.6842	0.7934	0.8907
No log	8.2791	356	0.7481	0.7273	0.7481	0.8649
No log	8.3256	358	0.6337	0.8101	0.6337	0.7960
No log	8.3721	360	0.6553	0.7843	0.6553	0.8095
No log	8.4186	362	0.7094	0.75	0.7094	0.8423
No log	8.4651	364	0.7413	0.7651	0.7413	0.8610
No log	8.5116	366	0.7617	0.7432	0.7617	0.8727
No log	8.5581	368	0.7831	0.7703	0.7831	0.8849
No log	8.6047	370	0.7668	0.7867	0.7668	0.8757
No log	8.6512	372	0.7378	0.76	0.7378	0.8589
No log	8.6977	374	0.7646	0.7703	0.7646	0.8744
No log	8.7442	376	0.7497	0.7417	0.7497	0.8658
No log	8.7907	378	0.6904	0.7682	0.6904	0.8309
No log	8.8372	380	0.6634	0.8077	0.6634	0.8145
No log	8.8837	382	0.6450	0.8050	0.6450	0.8031
No log	8.9302	384	0.6894	0.7922	0.6894	0.8303
No log	8.9767	386	0.7431	0.7947	0.7431	0.8621
No log	9.0233	388	0.7729	0.7785	0.7729	0.8791
No log	9.0698	390	0.7540	0.7785	0.7540	0.8683
No log	9.1163	392	0.7752	0.6846	0.7752	0.8805
No log	9.1628	394	0.7249	0.7451	0.7249	0.8514
No log	9.2093	396	0.6275	0.8199	0.6275	0.7921
No log	9.2558	398	0.6580	0.7975	0.6580	0.8112
No log	9.3023	400	0.7076	0.7578	0.7076	0.8412
No log	9.3488	402	0.6728	0.7722	0.6728	0.8203
No log	9.3953	404	0.6305	0.7974	0.6305	0.7940
No log	9.4419	406	0.6354	0.7947	0.6354	0.7971
No log	9.4884	408	0.6189	0.8052	0.6189	0.7867
No log	9.5349	410	0.6071	0.8050	0.6071	0.7791
No log	9.5814	412	0.6379	0.8050	0.6379	0.7987
No log	9.6279	414	0.6477	0.7792	0.6477	0.8048
No log	9.6744	416	0.6218	0.8050	0.6218	0.7886
No log	9.7209	418	0.5922	0.8075	0.5922	0.7696
No log	9.7674	420	0.6000	0.8125	0.6000	0.7746
No log	9.8140	422	0.5861	0.8075	0.5861	0.7656
No log	9.8605	424	0.6147	0.8075	0.6147	0.7840
No log	9.9070	426	0.6298	0.8049	0.6298	0.7936
No log	9.9535	428	0.6427	0.7950	0.6427	0.8017
No log	10.0	430	0.6415	0.7950	0.6415	0.8009
No log	10.0465	432	0.6470	0.7853	0.6470	0.8044
No log	10.0930	434	0.6858	0.7925	0.6858	0.8281
No log	10.1395	436	0.7375	0.7815	0.7375	0.8588
No log	10.1860	438	0.7457	0.7815	0.7457	0.8635
No log	10.2326	440	0.7384	0.7875	0.7384	0.8593
No log	10.2791	442	0.7601	0.7975	0.7601	0.8718
No log	10.3256	444	0.8003	0.7342	0.8003	0.8946
No log	10.3721	446	0.7232	0.7826	0.7232	0.8504
No log	10.4186	448	0.6444	0.8	0.6444	0.8027
No log	10.4651	450	0.6206	0.7805	0.6206	0.7878
No log	10.5116	452	0.6289	0.7758	0.6289	0.7930
No log	10.5581	454	0.6022	0.7901	0.6022	0.7760
No log	10.6047	456	0.6152	0.8272	0.6152	0.7843
No log	10.6512	458	0.6356	0.8148	0.6356	0.7973
No log	10.6977	460	0.6658	0.8272	0.6658	0.8159
No log	10.7442	462	0.6984	0.7848	0.6984	0.8357
No log	10.7907	464	0.6848	0.7898	0.6848	0.8275
No log	10.8372	466	0.6964	0.7763	0.6964	0.8345
No log	10.8837	468	0.7543	0.7682	0.7543	0.8685
No log	10.9302	470	0.8253	0.6479	0.8253	0.9085
No log	10.9767	472	0.8512	0.6241	0.8512	0.9226
No log	11.0233	474	0.8067	0.7733	0.8067	0.8982
No log	11.0698	476	0.7673	0.7550	0.7673	0.8760
No log	11.1163	478	0.7492	0.7582	0.7492	0.8655
No log	11.1628	480	0.7582	0.7582	0.7582	0.8708
No log	11.2093	482	0.7741	0.7451	0.7741	0.8799
No log	11.2558	484	0.8049	0.6980	0.8049	0.8972
No log	11.3023	486	0.7604	0.7451	0.7604	0.8720
No log	11.3488	488	0.7007	0.7799	0.7007	0.8371
No log	11.3953	490	0.6790	0.7771	0.6790	0.8240
No log	11.4419	492	0.6700	0.7848	0.6700	0.8185
No log	11.4884	494	0.6540	0.7722	0.6540	0.8087
No log	11.5349	496	0.6803	0.7643	0.6803	0.8248
No log	11.5814	498	0.7613	0.6974	0.7613	0.8725
0.3933	11.6279	500	0.7491	0.7320	0.7491	0.8655
0.3933	11.6744	502	0.6855	0.7712	0.6855	0.8280
0.3933	11.7209	504	0.6700	0.7799	0.6700	0.8185
0.3933	11.7674	506	0.6692	0.7722	0.6692	0.8180
0.3933	11.8140	508	0.6779	0.7799	0.6779	0.8233
0.3933	11.8605	510	0.7116	0.7651	0.7116	0.8435
0.3933	11.9070	512	0.7407	0.72	0.7407	0.8606
0.3933	11.9535	514	0.7094	0.7190	0.7094	0.8422
0.3933	12.0	516	0.6333	0.7879	0.6333	0.7958
0.3933	12.0465	518	0.5768	0.8075	0.5768	0.7594
0.3933	12.0930	520	0.6252	0.7673	0.6252	0.7907
0.3933	12.1395	522	0.6595	0.7595	0.6595	0.8121
0.3933	12.1860	524	0.6786	0.7702	0.6786	0.8238
0.3933	12.2326	526	0.6700	0.7625	0.6700	0.8185
0.3933	12.2791	528	0.7033	0.7403	0.7033	0.8386
0.3933	12.3256	530	0.7465	0.7190	0.7465	0.8640
0.3933	12.3721	532	0.7834	0.6944	0.7834	0.8851
0.3933	12.4186	534	0.8143	0.6713	0.8143	0.9024
0.3933	12.4651	536	0.7606	0.7075	0.7606	0.8721
0.3933	12.5116	538	0.6662	0.7792	0.6662	0.8162
0.3933	12.5581	540	0.6047	0.7898	0.6047	0.7776
0.3933	12.6047	542	0.5838	0.7975	0.5838	0.7641
0.3933	12.6512	544	0.5647	0.8	0.5647	0.7515
0.3933	12.6977	546	0.5598	0.7977	0.5598	0.7482
0.3933	12.7442	548	0.5675	0.7952	0.5675	0.7533
0.3933	12.7907	550	0.5893	0.775	0.5893	0.7676
0.3933	12.8372	552	0.6424	0.7448	0.6424	0.8015
0.3933	12.8837	554	0.6981	0.7324	0.6981	0.8355
0.3933	12.9302	556	0.7295	0.7324	0.7295	0.8541
0.3933	12.9767	558	0.7551	0.7143	0.7551	0.8690
0.3933	13.0233	560	0.7741	0.6815	0.7741	0.8798
0.3933	13.0698	562	0.7643	0.7007	0.7643	0.8743
0.3933	13.1163	564	0.7374	0.7143	0.7374	0.8587
0.3933	13.1628	566	0.7135	0.7324	0.7135	0.8447
0.3933	13.2093	568	0.6950	0.7	0.6950	0.8337
0.3933	13.2558	570	0.7085	0.6906	0.7085	0.8417
0.3933	13.3023	572	0.7199	0.6861	0.7199	0.8485
0.3933	13.3488	574	0.7155	0.7007	0.7155	0.8459
0.3933	13.3953	576	0.7227	0.7376	0.7227	0.8501
0.3933	13.4419	578	0.7509	0.7273	0.7509	0.8665
0.3933	13.4884	580	0.7407	0.7143	0.7407	0.8607
0.3933	13.5349	582	0.6314	0.7815	0.6314	0.7946
0.3933	13.5814	584	0.5873	0.7517	0.5873	0.7664
0.3933	13.6279	586	0.6472	0.7582	0.6472	0.8045
0.3933	13.6744	588	0.6356	0.7582	0.6356	0.7973
0.3933	13.7209	590	0.5625	0.7871	0.5625	0.7500
0.3933	13.7674	592	0.5647	0.8026	0.5647	0.7515
0.3933	13.8140	594	0.5838	0.7815	0.5838	0.7641
0.3933	13.8605	596	0.5805	0.7922	0.5805	0.7619
0.3933	13.9070	598	0.5565	0.8101	0.5565	0.7460
0.3933	13.9535	600	0.5524	0.8101	0.5524	0.7432
0.3933	14.0	602	0.5968	0.7826	0.5968	0.7725
0.3933	14.0465	604	0.6667	0.7831	0.6667	0.8165
0.3933	14.0930	606	0.6849	0.7564	0.6849	0.8276
0.3933	14.1395	608	0.6795	0.7483	0.6795	0.8243
0.3933	14.1860	610	0.6466	0.7671	0.6466	0.8041
0.3933	14.2326	612	0.6104	0.7448	0.6104	0.7813
0.3933	14.2791	614	0.5878	0.7671	0.5878	0.7667
0.3933	14.3256	616	0.6396	0.7843	0.6396	0.7998
0.3933	14.3721	618	0.6669	0.7421	0.6669	0.8166
0.3933	14.4186	620	0.6956	0.7237	0.6956	0.8341
0.3933	14.4651	622	0.6611	0.7517	0.6611	0.8131
0.3933	14.5116	624	0.6422	0.7755	0.6422	0.8013
0.3933	14.5581	626	0.5878	0.8129	0.5878	0.7667
0.3933	14.6047	628	0.5661	0.8176	0.5661	0.7524
0.3933	14.6512	630	0.5470	0.8148	0.5470	0.7396
0.3933	14.6977	632	0.5333	0.8095	0.5333	0.7303
0.3933	14.7442	634	0.5279	0.8095	0.5279	0.7266
0.3933	14.7907	636	0.5305	0.8095	0.5305	0.7284
0.3933	14.8372	638	0.5435	0.8098	0.5435	0.7372
0.3933	14.8837	640	0.5614	0.8101	0.5614	0.7493
0.3933	14.9302	642	0.5712	0.7895	0.5712	0.7558
0.3933	14.9767	644	0.5913	0.7619	0.5913	0.7689
0.3933	15.0233	646	0.5839	0.7815	0.5839	0.7641
0.3933	15.0698	648	0.5920	0.7376	0.5920	0.7694
0.3933	15.1163	650	0.5605	0.7586	0.5605	0.7487
0.3933	15.1628	652	0.5553	0.7771	0.5553	0.7452
0.3933	15.2093	654	0.5942	0.7929	0.5942	0.7708
0.3933	15.2558	656	0.5680	0.7665	0.5680	0.7537
0.3933	15.3023	658	0.5085	0.8095	0.5085	0.7131
0.3933	15.3488	660	0.5762	0.8050	0.5762	0.7591
0.3933	15.3953	662	0.7324	0.7771	0.7324	0.8558
0.3933	15.4419	664	0.7543	0.7771	0.7543	0.8685
0.3933	15.4884	666	0.6744	0.7582	0.6744	0.8212
0.3933	15.5349	668	0.6092	0.75	0.6092	0.7805
0.3933	15.5814	670	0.6810	0.7361	0.6810	0.8252
0.3933	15.6279	672	0.7426	0.6944	0.7426	0.8617
0.3933	15.6744	674	0.7411	0.7361	0.7411	0.8609
0.3933	15.7209	676	0.6987	0.7465	0.6987	0.8359
0.3933	15.7674	678	0.6610	0.75	0.6610	0.8130
0.3933	15.8140	680	0.6041	0.7821	0.6041	0.7772
0.3933	15.8605	682	0.5825	0.7898	0.5825	0.7632
0.3933	15.9070	684	0.5769	0.7875	0.5769	0.7595
0.3933	15.9535	686	0.6178	0.7703	0.6178	0.7860
0.3933	16.0	688	0.7118	0.7123	0.7118	0.8437
0.3933	16.0465	690	0.7500	0.7083	0.7500	0.8660
0.3933	16.0930	692	0.7288	0.7324	0.7288	0.8537
0.3933	16.1395	694	0.6835	0.7639	0.6835	0.8268
0.3933	16.1860	696	0.6282	0.7778	0.6282	0.7926
0.3933	16.2326	698	0.5663	0.7867	0.5663	0.7526
0.3933	16.2791	700	0.5207	0.8166	0.5207	0.7216
0.3933	16.3256	702	0.5756	0.8259	0.5756	0.7587
0.3933	16.3721	704	0.6065	0.8235	0.6065	0.7788
0.3933	16.4186	706	0.5792	0.8259	0.5792	0.7611
0.3933	16.4651	708	0.5317	0.8022	0.5317	0.7292
0.3933	16.5116	710	0.5173	0.8095	0.5173	0.7193
0.3933	16.5581	712	0.5395	0.8050	0.5395	0.7345
0.3933	16.6047	714	0.5498	0.8	0.5498	0.7415
0.3933	16.6512	716	0.5572	0.8	0.5572	0.7465
0.3933	16.6977	718	0.5597	0.7568	0.5597	0.7482
0.3933	16.7442	720	0.5447	0.7532	0.5447	0.7380
0.3933	16.7907	722	0.4972	0.8166	0.4972	0.7052
0.3933	16.8372	724	0.4718	0.8343	0.4718	0.6869
0.3933	16.8837	726	0.4816	0.8488	0.4816	0.6940
0.3933	16.9302	728	0.4942	0.8439	0.4942	0.7030
0.3933	16.9767	730	0.4706	0.8421	0.4706	0.6860
0.3933	17.0233	732	0.4750	0.8095	0.4750	0.6892
0.3933	17.0698	734	0.5224	0.7730	0.5224	0.7228
0.3933	17.1163	736	0.5489	0.7651	0.5489	0.7409
0.3933	17.1628	738	0.5638	0.7808	0.5638	0.7509
0.3933	17.2093	740	0.5760	0.7778	0.5760	0.7590
0.3933	17.2558	742	0.5688	0.7862	0.5688	0.7542
0.3933	17.3023	744	0.5543	0.7733	0.5543	0.7445
0.3933	17.3488	746	0.5248	0.8302	0.5248	0.7244
0.3933	17.3953	748	0.5132	0.8095	0.5132	0.7164
0.3933	17.4419	750	0.5628	0.7841	0.5628	0.7502
0.3933	17.4884	752	0.6469	0.7349	0.6469	0.8043
0.3933	17.5349	754	0.6943	0.7134	0.6943	0.8333
0.3933	17.5814	756	0.7175	0.7152	0.7175	0.8471
0.3933	17.6279	758	0.6695	0.7368	0.6695	0.8182
0.3933	17.6744	760	0.5898	0.7682	0.5898	0.7680
0.3933	17.7209	762	0.5522	0.7619	0.5522	0.7431
0.3933	17.7674	764	0.5270	0.7778	0.5270	0.7260
0.3933	17.8140	766	0.5215	0.8098	0.5215	0.7222
0.3933	17.8605	768	0.5324	0.8025	0.5324	0.7296
0.3933	17.9070	770	0.5671	0.7792	0.5671	0.7531
0.3933	17.9535	772	0.6137	0.7397	0.6137	0.7834
0.3933	18.0	774	0.6316	0.7397	0.6316	0.7947
0.3933	18.0465	776	0.6325	0.7397	0.6325	0.7953
0.3933	18.0930	778	0.6331	0.7534	0.6331	0.7956
0.3933	18.1395	780	0.6340	0.7448	0.6340	0.7962
0.3933	18.1860	782	0.6299	0.7619	0.6299	0.7937
0.3933	18.2326	784	0.6478	0.7310	0.6478	0.8048
0.3933	18.2791	786	0.6996	0.7273	0.6996	0.8364
0.3933	18.3256	788	0.7087	0.7273	0.7087	0.8419
0.3933	18.3721	790	0.7101	0.7361	0.7101	0.8427
0.3933	18.4186	792	0.7288	0.7310	0.7288	0.8537
0.3933	18.4651	794	0.7262	0.7310	0.7262	0.8521
0.3933	18.5116	796	0.6978	0.7534	0.6978	0.8353
0.3933	18.5581	798	0.6712	0.7534	0.6712	0.8193
0.3933	18.6047	800	0.6480	0.7534	0.6480	0.8050
0.3933	18.6512	802	0.6314	0.7843	0.6314	0.7946
0.3933	18.6977	804	0.5991	0.8025	0.5991	0.7740
0.3933	18.7442	806	0.5905	0.7952	0.5905	0.7685
0.3933	18.7907	808	0.5935	0.8	0.5935	0.7704
0.3933	18.8372	810	0.6333	0.8077	0.6333	0.7958
0.3933	18.8837	812	0.6562	0.7974	0.6562	0.8100
0.3933	18.9302	814	0.6822	0.7755	0.6822	0.8259
0.3933	18.9767	816	0.6845	0.7808	0.6845	0.8274
0.3933	19.0233	818	0.6789	0.7891	0.6789	0.8240
0.3933	19.0698	820	0.6574	0.7815	0.6574	0.8108
0.3933	19.1163	822	0.6438	0.7662	0.6438	0.8024
0.3933	19.1628	824	0.6378	0.7643	0.6378	0.7986
0.3933	19.2093	826	0.6430	0.7643	0.6430	0.8019
0.3933	19.2558	828	0.6850	0.7125	0.6850	0.8277
0.3933	19.3023	830	0.7619	0.725	0.7619	0.8728
0.3933	19.3488	832	0.7862	0.7051	0.7862	0.8867
0.3933	19.3953	834	0.7560	0.7568	0.7560	0.8695
0.3933	19.4419	836	0.7485	0.75	0.7485	0.8652
0.3933	19.4884	838	0.7466	0.75	0.7466	0.8641
0.3933	19.5349	840	0.7238	0.7671	0.7238	0.8507
0.3933	19.5814	842	0.6706	0.7651	0.6706	0.8189
0.3933	19.6279	844	0.6332	0.7815	0.6332	0.7958
0.3933	19.6744	846	0.6096	0.7815	0.6096	0.7808
0.3933	19.7209	848	0.6235	0.7532	0.6235	0.7896
0.3933	19.7674	850	0.6444	0.7564	0.6444	0.8028
0.3933	19.8140	852	0.6780	0.7613	0.6780	0.8234
0.3933	19.8605	854	0.6657	0.7568	0.6657	0.8159
0.3933	19.9070	856	0.6439	0.7755	0.6439	0.8024
0.3933	19.9535	858	0.6210	0.8054	0.6210	0.7880
0.3933	20.0	860	0.5883	0.8153	0.5883	0.7670
0.3933	20.0465	862	0.5721	0.8395	0.5721	0.7564
0.3933	20.0930	864	0.5888	0.7654	0.5888	0.7673
0.3933	20.1395	866	0.6210	0.7673	0.6210	0.7880
0.3933	20.1860	868	0.6424	0.76	0.6424	0.8015
0.3933	20.2326	870	0.6482	0.7671	0.6482	0.8051
0.3933	20.2791	872	0.6753	0.7639	0.6753	0.8218
0.3933	20.3256	874	0.6897	0.7692	0.6897	0.8305
0.3933	20.3721	876	0.6741	0.7862	0.6741	0.8210
0.3933	20.4186	878	0.6214	0.7919	0.6214	0.7883
0.3933	20.4651	880	0.5726	0.8129	0.5726	0.7567
0.3933	20.5116	882	0.5971	0.7952	0.5971	0.7727
0.3933	20.5581	884	0.6905	0.7374	0.6905	0.8309
0.3933	20.6047	886	0.8033	0.7579	0.8033	0.8962
0.3933	20.6512	888	0.8043	0.7391	0.8043	0.8968
0.3933	20.6977	890	0.7749	0.7229	0.7749	0.8803
0.3933	20.7442	892	0.7396	0.7320	0.7396	0.8600
0.3933	20.7907	894	0.7368	0.7333	0.7368	0.8584
0.3933	20.8372	896	0.6996	0.7517	0.6996	0.8364
0.3933	20.8837	898	0.6513	0.7550	0.6513	0.8070
0.3933	20.9302	900	0.6226	0.775	0.6226	0.7890
0.3933	20.9767	902	0.6284	0.7826	0.6284	0.7927
0.3933	21.0233	904	0.6317	0.7625	0.6317	0.7948
0.3933	21.0698	906	0.6543	0.7625	0.6543	0.8089
0.3933	21.1163	908	0.6402	0.7607	0.6402	0.8001
0.3933	21.1628	910	0.6207	0.75	0.6207	0.7879
0.3933	21.2093	912	0.5851	0.7643	0.5851	0.7649
0.3933	21.2558	914	0.5788	0.8228	0.5788	0.7608
0.3933	21.3023	916	0.5924	0.7843	0.5924	0.7697
0.3933	21.3488	918	0.5805	0.7974	0.5805	0.7619
0.3933	21.3953	920	0.5617	0.8	0.5617	0.7495
0.3933	21.4419	922	0.5512	0.8050	0.5512	0.7424
0.3933	21.4884	924	0.5795	0.7711	0.5795	0.7613
0.3933	21.5349	926	0.5755	0.7811	0.5755	0.7586
0.3933	21.5814	928	0.5596	0.7784	0.5596	0.7481
0.3933	21.6279	930	0.5639	0.7805	0.5639	0.7509
0.3933	21.6744	932	0.5852	0.7625	0.5852	0.7650
0.3933	21.7209	934	0.6213	0.7643	0.6213	0.7882
0.3933	21.7674	936	0.6361	0.7568	0.6361	0.7976
0.3933	21.8140	938	0.6181	0.7534	0.6181	0.7862
0.3933	21.8605	940	0.6048	0.7619	0.6048	0.7777
0.3933	21.9070	942	0.5953	0.7947	0.5953	0.7716
0.3933	21.9535	944	0.5751	0.76	0.5751	0.7584
0.3933	22.0	946	0.6096	0.7722	0.6096	0.7808
0.3933	22.0465	948	0.6452	0.7470	0.6452	0.8033
0.3933	22.0930	950	0.6077	0.75	0.6077	0.7796
0.3933	22.1395	952	0.5603	0.7613	0.5603	0.7485
0.3933	22.1860	954	0.5657	0.7949	0.5657	0.7521
0.3933	22.2326	956	0.5938	0.7947	0.5938	0.7706
0.3933	22.2791	958	0.6280	0.7755	0.6280	0.7925
0.3933	22.3256	960	0.6386	0.7534	0.6386	0.7991
0.3933	22.3721	962	0.6498	0.7671	0.6498	0.8061
0.3933	22.4186	964	0.6828	0.7517	0.6828	0.8263
0.3933	22.4651	966	0.7316	0.7333	0.7316	0.8554
0.3933	22.5116	968	0.7854	0.7006	0.7854	0.8862
0.3933	22.5581	970	0.7739	0.7381	0.7739	0.8797
0.3933	22.6047	972	0.7098	0.7381	0.7098	0.8425
0.3933	22.6512	974	0.6655	0.7453	0.6655	0.8158
0.3933	22.6977	976	0.6080	0.7467	0.6080	0.7798
0.3933	22.7442	978	0.5738	0.7867	0.5738	0.7575
0.3933	22.7907	980	0.5896	0.7517	0.5896	0.7679
0.3933	22.8372	982	0.6627	0.7320	0.6627	0.8140
0.3933	22.8837	984	0.7536	0.7317	0.7536	0.8681
0.3933	22.9302	986	0.8602	0.6667	0.8602	0.9275
0.3933	22.9767	988	0.8298	0.6951	0.8298	0.9109
0.3933	23.0233	990	0.7374	0.7020	0.7374	0.8587

Framework versions

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