Arabic_FineTuningAraBERT_AugV5_k25_task5_organization_fold1

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: 0.6034
• Qwk: 0.6767
• Mse: 0.6034
• Rmse: 0.7768

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	0.0171	2	3.0073	0.1165	3.0073	1.7342
No log	0.0342	4	1.8180	-0.0644	1.8180	1.3483
No log	0.0513	6	1.3918	0.2012	1.3918	1.1798
No log	0.0684	8	1.1411	0.2049	1.1411	1.0682
No log	0.0855	10	1.0850	0.1977	1.0850	1.0416
No log	0.1026	12	0.9733	0.2933	0.9733	0.9866
No log	0.1197	14	1.0467	0.1571	1.0467	1.0231
No log	0.1368	16	1.1359	0.0614	1.1359	1.0658
No log	0.1538	18	1.2224	-0.0039	1.2224	1.1056
No log	0.1709	20	1.2582	0.0	1.2582	1.1217
No log	0.1880	22	1.2949	0.0	1.2949	1.1379
No log	0.2051	24	1.1785	0.1571	1.1785	1.0856
No log	0.2222	26	1.1101	0.1571	1.1102	1.0536
No log	0.2393	28	1.1902	0.2279	1.1902	1.0910
No log	0.2564	30	1.2669	0.2604	1.2669	1.1256
No log	0.2735	32	1.4043	0.2408	1.4043	1.1850
No log	0.2906	34	1.3398	0.2408	1.3398	1.1575
No log	0.3077	36	1.0573	0.3195	1.0573	1.0282
No log	0.3248	38	0.9570	0.3354	0.9570	0.9782
No log	0.3419	40	0.8428	0.2933	0.8428	0.9180
No log	0.3590	42	1.0809	0.1571	1.0809	1.0396
No log	0.3761	44	1.3041	0.0809	1.3041	1.1420
No log	0.3932	46	1.0454	0.2279	1.0454	1.0225
No log	0.4103	48	0.8442	0.2857	0.8442	0.9188
No log	0.4274	50	0.8376	0.4345	0.8376	0.9152
No log	0.4444	52	0.8841	0.4345	0.8841	0.9402
No log	0.4615	54	0.8991	0.4236	0.8991	0.9482
No log	0.4786	56	0.8236	0.3443	0.8236	0.9075
No log	0.4957	58	0.7684	0.2933	0.7684	0.8766
No log	0.5128	60	0.7643	0.4020	0.7643	0.8742
No log	0.5299	62	0.8211	0.5349	0.8211	0.9061
No log	0.5470	64	0.8862	0.3594	0.8862	0.9414
No log	0.5641	66	0.8854	0.3448	0.8854	0.9410
No log	0.5812	68	0.8494	0.2933	0.8494	0.9216
No log	0.5983	70	0.8517	0.2933	0.8517	0.9229
No log	0.6154	72	0.8255	0.2933	0.8255	0.9086
No log	0.6325	74	0.8177	0.2933	0.8177	0.9043
No log	0.6496	76	0.8439	0.2933	0.8439	0.9187
No log	0.6667	78	0.8524	0.2933	0.8524	0.9232
No log	0.6838	80	0.8946	0.2933	0.8946	0.9458
No log	0.7009	82	0.9082	0.2933	0.9082	0.9530
No log	0.7179	84	0.8540	0.2933	0.8540	0.9241
No log	0.7350	86	0.7954	0.3443	0.7954	0.8919
No log	0.7521	88	0.7785	0.2933	0.7785	0.8823
No log	0.7692	90	0.8274	0.4020	0.8274	0.9096
No log	0.7863	92	0.9377	0.3691	0.9377	0.9683
No log	0.8034	94	1.0009	0.2058	1.0009	1.0004
No log	0.8205	96	1.0162	0.1506	1.0162	1.0081
No log	0.8376	98	1.0419	0.0	1.0419	1.0207
No log	0.8547	100	1.0303	0.0	1.0303	1.0151
No log	0.8718	102	1.0275	0.2279	1.0275	1.0137
No log	0.8889	104	1.0277	0.2279	1.0277	1.0138
No log	0.9060	106	0.9340	0.2279	0.9340	0.9664
No log	0.9231	108	0.8287	0.2933	0.8287	0.9103
No log	0.9402	110	0.7958	0.2933	0.7958	0.8921
No log	0.9573	112	0.7918	0.2933	0.7918	0.8898
No log	0.9744	114	0.7829	0.2933	0.7829	0.8848
No log	0.9915	116	0.7885	0.2933	0.7885	0.8880
No log	1.0085	118	0.8078	0.2933	0.8078	0.8988
No log	1.0256	120	0.8271	0.2933	0.8271	0.9095
No log	1.0427	122	0.8285	0.4178	0.8285	0.9102
No log	1.0598	124	0.8196	0.4178	0.8196	0.9053
No log	1.0769	126	0.8209	0.4178	0.8209	0.9060
No log	1.0940	128	0.8216	0.4178	0.8216	0.9064
No log	1.1111	130	0.8706	0.2933	0.8706	0.9331
No log	1.1282	132	0.8947	0.2933	0.8947	0.9459
No log	1.1453	134	0.8705	0.2933	0.8705	0.9330
No log	1.1624	136	0.8045	0.4178	0.8045	0.8970
No log	1.1795	138	0.7641	0.5143	0.7641	0.8741
No log	1.1966	140	0.7644	0.4169	0.7644	0.8743
No log	1.2137	142	0.7755	0.5170	0.7755	0.8806
No log	1.2308	144	0.7658	0.5665	0.7658	0.8751
No log	1.2479	146	0.7662	0.5665	0.7662	0.8753
No log	1.2650	148	0.8024	0.5550	0.8024	0.8958
No log	1.2821	150	0.8514	0.5148	0.8514	0.9227
No log	1.2991	152	0.8118	0.5224	0.8118	0.9010
No log	1.3162	154	0.7983	0.4649	0.7983	0.8935
No log	1.3333	156	0.8211	0.3355	0.8211	0.9062
No log	1.3504	158	0.7757	0.4649	0.7757	0.8808
No log	1.3675	160	0.7376	0.5584	0.7376	0.8589
No log	1.3846	162	0.7861	0.6034	0.7861	0.8866
No log	1.4017	164	0.8454	0.5856	0.8454	0.9195
No log	1.4188	166	0.8317	0.5856	0.8317	0.9120
No log	1.4359	168	0.7359	0.6034	0.7359	0.8578
No log	1.4530	170	0.7278	0.6034	0.7278	0.8531
No log	1.4701	172	0.7116	0.6034	0.7116	0.8436
No log	1.4872	174	0.6963	0.6034	0.6963	0.8345
No log	1.5043	176	0.6498	0.6632	0.6498	0.8061
No log	1.5214	178	0.6254	0.6632	0.6254	0.7908
No log	1.5385	180	0.6317	0.6632	0.6317	0.7948
No log	1.5556	182	0.6371	0.6632	0.6371	0.7982
No log	1.5726	184	0.6437	0.6456	0.6437	0.8023
No log	1.5897	186	0.6700	0.6287	0.6700	0.8185
No log	1.6068	188	0.7038	0.5642	0.7038	0.8389
No log	1.6239	190	0.6837	0.5663	0.6837	0.8269
No log	1.6410	192	0.7037	0.5466	0.7037	0.8389
No log	1.6581	194	0.7028	0.5320	0.7028	0.8383
No log	1.6752	196	0.6888	0.5663	0.6888	0.8299
No log	1.6923	198	0.7543	0.6026	0.7543	0.8685
No log	1.7094	200	0.8499	0.6154	0.8499	0.9219
No log	1.7265	202	0.8218	0.6154	0.8218	0.9065
No log	1.7436	204	0.7219	0.6782	0.7219	0.8497
No log	1.7607	206	0.6755	0.6782	0.6755	0.8219
No log	1.7778	208	0.6659	0.6009	0.6659	0.8160
No log	1.7949	210	0.7198	0.6009	0.7198	0.8484
No log	1.8120	212	0.7247	0.6145	0.7247	0.8513
No log	1.8291	214	0.6671	0.6009	0.6671	0.8167
No log	1.8462	216	0.6466	0.6028	0.6466	0.8041
No log	1.8632	218	0.6447	0.6163	0.6447	0.8029
No log	1.8803	220	0.7605	0.6767	0.7605	0.8721
No log	1.8974	222	0.8090	0.6154	0.8090	0.8995
No log	1.9145	224	0.7851	0.6145	0.7851	0.8860
No log	1.9316	226	0.8537	0.4885	0.8537	0.9240
No log	1.9487	228	0.9116	0.575	0.9116	0.9548
No log	1.9658	230	0.8276	0.4638	0.8276	0.9097
No log	1.9829	232	0.7880	0.4987	0.7880	0.8877
No log	2.0	234	0.7685	0.5466	0.7685	0.8766
No log	2.0171	236	0.7624	0.5642	0.7624	0.8732
No log	2.0342	238	0.7900	0.5642	0.7900	0.8888
No log	2.0513	240	0.7752	0.5642	0.7752	0.8804
No log	2.0684	242	0.8065	0.4987	0.8065	0.8980
No log	2.0855	244	0.8088	0.4430	0.8088	0.8993
No log	2.1026	246	0.8880	0.5642	0.8880	0.9424
No log	2.1197	248	0.8580	0.5642	0.8580	0.9263
No log	2.1368	250	0.7447	0.5642	0.7447	0.8630
No log	2.1538	252	0.6994	0.5813	0.6994	0.8363
No log	2.1709	254	0.7008	0.5641	0.7008	0.8372
No log	2.1880	256	0.6880	0.5813	0.6880	0.8295
No log	2.2051	258	0.7502	0.5642	0.7502	0.8661
No log	2.2222	260	0.8216	0.6154	0.8216	0.9064
No log	2.2393	262	0.7791	0.6154	0.7791	0.8827
No log	2.2564	264	0.7051	0.6154	0.7051	0.8397
No log	2.2735	266	0.6409	0.6145	0.6409	0.8006
No log	2.2906	268	0.6486	0.5949	0.6486	0.8053
No log	2.3077	270	0.6782	0.6247	0.6782	0.8235
No log	2.3248	272	0.7435	0.575	0.7435	0.8623
No log	2.3419	274	0.7682	0.575	0.7682	0.8765
No log	2.3590	276	0.7858	0.575	0.7858	0.8865
No log	2.3761	278	0.7699	0.5148	0.7699	0.8774
No log	2.3932	280	0.6988	0.5856	0.6988	0.8359
No log	2.4103	282	0.6613	0.6122	0.6613	0.8132
No log	2.4274	284	0.6928	0.5685	0.6928	0.8324
No log	2.4444	286	0.6653	0.6173	0.6653	0.8157
No log	2.4615	288	0.6684	0.6034	0.6684	0.8176
No log	2.4786	290	0.8378	0.575	0.8378	0.9153
No log	2.4957	292	0.9367	0.5804	0.9367	0.9678
No log	2.5128	294	0.8965	0.5804	0.8965	0.9468
No log	2.5299	296	0.7529	0.6178	0.7529	0.8677
No log	2.5470	298	0.6419	0.6305	0.6419	0.8012
No log	2.5641	300	0.6152	0.6811	0.6152	0.7844
No log	2.5812	302	0.6281	0.6652	0.6281	0.7925
No log	2.5983	304	0.7007	0.6287	0.7007	0.8371
No log	2.6154	306	0.9145	0.6178	0.9145	0.9563
No log	2.6325	308	1.0440	0.5946	1.0440	1.0217
No log	2.6496	310	0.9763	0.5501	0.9763	0.9881
No log	2.6667	312	0.7762	0.5642	0.7762	0.8810
No log	2.6838	314	0.6499	0.6456	0.6499	0.8062
No log	2.7009	316	0.6238	0.6324	0.6238	0.7898
No log	2.7179	318	0.6225	0.6305	0.6225	0.7890
No log	2.7350	320	0.6774	0.5792	0.6774	0.8231
No log	2.7521	322	0.7064	0.5792	0.7064	0.8405
No log	2.7692	324	0.6769	0.5792	0.6769	0.8228
No log	2.7863	326	0.6304	0.6456	0.6304	0.7940
No log	2.8034	328	0.6338	0.6456	0.6338	0.7961
No log	2.8205	330	0.6604	0.6456	0.6604	0.8127
No log	2.8376	332	0.7276	0.5642	0.7276	0.8530
No log	2.8547	334	0.7325	0.5642	0.7325	0.8558
No log	2.8718	336	0.7351	0.5642	0.7351	0.8574
No log	2.8889	338	0.7463	0.5642	0.7463	0.8639
No log	2.9060	340	0.7062	0.5642	0.7062	0.8403
No log	2.9231	342	0.6687	0.5949	0.6687	0.8177
No log	2.9402	344	0.6660	0.6834	0.6660	0.8161
No log	2.9573	346	0.6593	0.7011	0.6593	0.8120
No log	2.9744	348	0.6775	0.5642	0.6775	0.8231
No log	2.9915	350	0.7223	0.5642	0.7223	0.8499
No log	3.0085	352	0.7364	0.5642	0.7364	0.8581
No log	3.0256	354	0.6907	0.5642	0.6907	0.8311
No log	3.0427	356	0.6183	0.6287	0.6183	0.7863
No log	3.0598	358	0.5988	0.6992	0.5988	0.7738
No log	3.0769	360	0.6048	0.7304	0.6048	0.7777
No log	3.0940	362	0.6595	0.5274	0.6595	0.8121
No log	3.1111	364	0.7767	0.5148	0.7767	0.8813
No log	3.1282	366	0.8392	0.5148	0.8392	0.9161
No log	3.1453	368	0.8545	0.5148	0.8545	0.9244
No log	3.1624	370	0.8216	0.5148	0.8216	0.9064
No log	3.1795	372	0.7755	0.5148	0.7755	0.8806
No log	3.1966	374	0.7515	0.5148	0.7515	0.8669
No log	3.2137	376	0.6881	0.5856	0.6881	0.8295
No log	3.2308	378	0.6791	0.6034	0.6791	0.8241
No log	3.2479	380	0.7122	0.5856	0.7122	0.8439
No log	3.2650	382	0.7911	0.5856	0.7911	0.8894
No log	3.2821	384	0.8658	0.5	0.8658	0.9305
No log	3.2991	386	0.9303	0.5599	0.9303	0.9645
No log	3.3162	388	0.9129	0.5599	0.9129	0.9554
No log	3.3333	390	0.8281	0.5687	0.8281	0.9100
No log	3.3504	392	0.7376	0.5856	0.7376	0.8589
No log	3.3675	394	0.6989	0.5856	0.6989	0.8360
No log	3.3846	396	0.6979	0.5856	0.6979	0.8354
No log	3.4017	398	0.7279	0.5856	0.7279	0.8532
No log	3.4188	400	0.7081	0.5856	0.7081	0.8415
No log	3.4359	402	0.6352	0.5929	0.6352	0.7970
No log	3.4530	404	0.6051	0.6456	0.6051	0.7779
No log	3.4701	406	0.5936	0.6305	0.5936	0.7705
No log	3.4872	408	0.6108	0.6456	0.6108	0.7815
No log	3.5043	410	0.6526	0.6287	0.6526	0.8078
No log	3.5214	412	0.6662	0.6287	0.6662	0.8162
No log	3.5385	414	0.6576	0.6287	0.6576	0.8109
No log	3.5556	416	0.6725	0.5929	0.6725	0.8201
No log	3.5726	418	0.6820	0.6445	0.6820	0.8258
No log	3.5897	420	0.6555	0.6287	0.6555	0.8096
No log	3.6068	422	0.6093	0.6287	0.6093	0.7806
No log	3.6239	424	0.5918	0.6474	0.5918	0.7693
No log	3.6410	426	0.5854	0.6474	0.5854	0.7651
No log	3.6581	428	0.6099	0.6287	0.6099	0.7810
No log	3.6752	430	0.6611	0.6287	0.6611	0.8131
No log	3.6923	432	0.7208	0.5929	0.7208	0.8490
No log	3.7094	434	0.7299	0.5929	0.7299	0.8544
No log	3.7265	436	0.6907	0.6287	0.6907	0.8311
No log	3.7436	438	0.6484	0.6456	0.6484	0.8052
No log	3.7607	440	0.6298	0.5990	0.6298	0.7936
No log	3.7778	442	0.6154	0.6324	0.6154	0.7845
No log	3.7949	444	0.6040	0.6495	0.6040	0.7772
No log	3.8120	446	0.6002	0.6950	0.6002	0.7748
No log	3.8291	448	0.5969	0.6950	0.5969	0.7726
No log	3.8462	450	0.6124	0.6652	0.6124	0.7826
No log	3.8632	452	0.6811	0.5642	0.6811	0.8253
No log	3.8803	454	0.7453	0.5642	0.7453	0.8633
No log	3.8974	456	0.7170	0.5642	0.7170	0.8467
No log	3.9145	458	0.6804	0.5856	0.6804	0.8249
No log	3.9316	460	0.6838	0.5856	0.6838	0.8269
No log	3.9487	462	0.7267	0.5856	0.7267	0.8525
No log	3.9658	464	0.8292	0.5148	0.8292	0.9106
No log	3.9829	466	0.9146	0.5148	0.9146	0.9563
No log	4.0	468	0.9248	0.5148	0.9248	0.9616
No log	4.0171	470	0.8197	0.5856	0.8197	0.9054
No log	4.0342	472	0.7383	0.5856	0.7383	0.8593
No log	4.0513	474	0.6746	0.52	0.6746	0.8213
No log	4.0684	476	0.6656	0.5924	0.6656	0.8159
No log	4.0855	478	0.6631	0.5756	0.6631	0.8143
No log	4.1026	480	0.6873	0.5929	0.6873	0.8290
No log	4.1197	482	0.7620	0.5929	0.7620	0.8729
No log	4.1368	484	0.8074	0.6445	0.8074	0.8986
No log	4.1538	486	0.7734	0.6445	0.7734	0.8794
No log	4.1709	488	0.6811	0.6287	0.6811	0.8253
No log	4.1880	490	0.6097	0.6287	0.6097	0.7808
No log	4.2051	492	0.5998	0.6287	0.5998	0.7745
No log	4.2222	494	0.6013	0.6287	0.6013	0.7754
No log	4.2393	496	0.6282	0.5929	0.6282	0.7926
No log	4.2564	498	0.6454	0.5929	0.6454	0.8034
0.4453	4.2735	500	0.6797	0.6445	0.6797	0.8244
0.4453	4.2906	502	0.7200	0.6445	0.7200	0.8485
0.4453	4.3077	504	0.7426	0.6419	0.7426	0.8618
0.4453	4.3248	506	0.7072	0.6419	0.7072	0.8409
0.4453	4.3419	508	0.7015	0.6419	0.7015	0.8376
0.4453	4.3590	510	0.6983	0.5856	0.6983	0.8356
0.4453	4.3761	512	0.7058	0.6419	0.7058	0.8401
0.4453	4.3932	514	0.7565	0.6419	0.7565	0.8698
0.4453	4.4103	516	0.8528	0.5952	0.8528	0.9235
0.4453	4.4274	518	0.8816	0.5205	0.8816	0.9390
0.4453	4.4444	520	0.8128	0.6419	0.8128	0.9016
0.4453	4.4615	522	0.7398	0.6419	0.7398	0.8601
0.4453	4.4786	524	0.6713	0.5856	0.6713	0.8193
0.4453	4.4957	526	0.6148	0.5813	0.6148	0.7841
0.4453	4.5128	528	0.6046	0.5813	0.6046	0.7776
0.4453	4.5299	530	0.6157	0.5813	0.6157	0.7847
0.4453	4.5470	532	0.6393	0.6462	0.6393	0.7995
0.4453	4.5641	534	0.6554	0.6462	0.6554	0.8095
0.4453	4.5812	536	0.6310	0.5949	0.6310	0.7943
0.4453	4.5983	538	0.6130	0.5949	0.6130	0.7829
0.4453	4.6154	540	0.6115	0.5949	0.6115	0.7820
0.4453	4.6325	542	0.6123	0.5949	0.6123	0.7825
0.4453	4.6496	544	0.6178	0.5949	0.6178	0.7860
0.4453	4.6667	546	0.6616	0.6305	0.6616	0.8134
0.4453	4.6838	548	0.7384	0.6445	0.7384	0.8593
0.4453	4.7009	550	0.7639	0.6896	0.7639	0.8740
0.4453	4.7179	552	0.7387	0.6753	0.7387	0.8595
0.4453	4.7350	554	0.6814	0.6305	0.6814	0.8254
0.4453	4.7521	556	0.6078	0.6305	0.6078	0.7796
0.4453	4.7692	558	0.5836	0.6495	0.5836	0.7639
0.4453	4.7863	560	0.5829	0.6163	0.5829	0.7635
0.4453	4.8034	562	0.6042	0.6145	0.6042	0.7773
0.4453	4.8205	564	0.6158	0.6622	0.6158	0.7847
0.4453	4.8376	566	0.6338	0.6305	0.6338	0.7961
0.4453	4.8547	568	0.6267	0.6462	0.6267	0.7916
0.4453	4.8718	570	0.6524	0.6305	0.6524	0.8077
0.4453	4.8889	572	0.6527	0.6305	0.6527	0.8079
0.4453	4.9060	574	0.6326	0.6305	0.6326	0.7953
0.4453	4.9231	576	0.6092	0.6163	0.6092	0.7805
0.4453	4.9402	578	0.6046	0.6305	0.6046	0.7775
0.4453	4.9573	580	0.6099	0.6305	0.6099	0.7809
0.4453	4.9744	582	0.6199	0.6305	0.6199	0.7874
0.4453	4.9915	584	0.6183	0.6163	0.6183	0.7863
0.4453	5.0085	586	0.6029	0.6659	0.6029	0.7765
0.4453	5.0256	588	0.6012	0.6659	0.6012	0.7754
0.4453	5.0427	590	0.6012	0.6339	0.6012	0.7754
0.4453	5.0598	592	0.6145	0.6145	0.6145	0.7839
0.4453	5.0769	594	0.6032	0.6643	0.6032	0.7766
0.4453	5.0940	596	0.6068	0.6814	0.6068	0.7790
0.4453	5.1111	598	0.6413	0.5792	0.6413	0.8008
0.4453	5.1282	600	0.6818	0.5710	0.6818	0.8257
0.4453	5.1453	602	0.6757	0.5710	0.6757	0.8220
0.4453	5.1624	604	0.6428	0.5879	0.6428	0.8017
0.4453	5.1795	606	0.6162	0.6448	0.6162	0.7850
0.4453	5.1966	608	0.6133	0.6448	0.6133	0.7831
0.4453	5.2137	610	0.6061	0.6448	0.6061	0.7786
0.4453	5.2308	612	0.6078	0.6056	0.6078	0.7796
0.4453	5.2479	614	0.6246	0.6056	0.6246	0.7903
0.4453	5.2650	616	0.6574	0.6034	0.6574	0.8108
0.4453	5.2821	618	0.7324	0.6419	0.7324	0.8558
0.4453	5.2991	620	0.8078	0.6119	0.8078	0.8988
0.4453	5.3162	622	0.8134	0.6119	0.8134	0.9019
0.4453	5.3333	624	0.7495	0.6419	0.7495	0.8657
0.4453	5.3504	626	0.6501	0.5856	0.6501	0.8063
0.4453	5.3675	628	0.6080	0.5949	0.6080	0.7797
0.4453	5.3846	630	0.5940	0.6305	0.5940	0.7707
0.4453	5.4017	632	0.5999	0.6145	0.5999	0.7745
0.4453	5.4188	634	0.6328	0.6287	0.6328	0.7955
0.4453	5.4359	636	0.6509	0.6287	0.6509	0.8068
0.4453	5.4530	638	0.6432	0.6287	0.6432	0.8020
0.4453	5.4701	640	0.6153	0.6287	0.6153	0.7844
0.4453	5.4872	642	0.5906	0.6287	0.5906	0.7685
0.4453	5.5043	644	0.5862	0.6287	0.5862	0.7656
0.4453	5.5214	646	0.6148	0.6287	0.6148	0.7841
0.4453	5.5385	648	0.6255	0.6287	0.6255	0.7909
0.4453	5.5556	650	0.6264	0.6287	0.6264	0.7915
0.4453	5.5726	652	0.5927	0.6287	0.5927	0.7699
0.4453	5.5897	654	0.5770	0.6287	0.5770	0.7596
0.4453	5.6068	656	0.5607	0.6287	0.5607	0.7488
0.4453	5.6239	658	0.5492	0.6643	0.5492	0.7411
0.4453	5.6410	660	0.5428	0.6643	0.5428	0.7368
0.4453	5.6581	662	0.5553	0.6479	0.5553	0.7452
0.4453	5.6752	664	0.5803	0.6287	0.5803	0.7618
0.4453	5.6923	666	0.5818	0.6287	0.5818	0.7628
0.4453	5.7094	668	0.5855	0.6767	0.5855	0.7652
0.4453	5.7265	670	0.6152	0.6767	0.6152	0.7843
0.4453	5.7436	672	0.6375	0.7186	0.6375	0.7984
0.4453	5.7607	674	0.6456	0.7186	0.6456	0.8035
0.4453	5.7778	676	0.6378	0.7186	0.6378	0.7986
0.4453	5.7949	678	0.5939	0.7186	0.5939	0.7706
0.4453	5.8120	680	0.5717	0.6622	0.5717	0.7561
0.4453	5.8291	682	0.5672	0.6622	0.5672	0.7531
0.4453	5.8462	684	0.5876	0.6767	0.5876	0.7666
0.4453	5.8632	686	0.6183	0.6767	0.6183	0.7863
0.4453	5.8803	688	0.6337	0.6767	0.6337	0.7960
0.4453	5.8974	690	0.6323	0.6767	0.6323	0.7952
0.4453	5.9145	692	0.6029	0.6287	0.6029	0.7765
0.4453	5.9316	694	0.5567	0.6287	0.5567	0.7461
0.4453	5.9487	696	0.5294	0.6456	0.5294	0.7276
0.4453	5.9658	698	0.5282	0.6632	0.5282	0.7267
0.4453	5.9829	700	0.5401	0.6456	0.5401	0.7349
0.4453	6.0	702	0.5535	0.6456	0.5535	0.7440
0.4453	6.0171	704	0.5738	0.6456	0.5738	0.7575
0.4453	6.0342	706	0.5954	0.6287	0.5954	0.7716
0.4453	6.0513	708	0.6450	0.6287	0.6450	0.8031
0.4453	6.0684	710	0.7339	0.6288	0.7339	0.8567
0.4453	6.0855	712	0.7898	0.6737	0.7898	0.8887
0.4453	6.1026	714	0.7855	0.6737	0.7855	0.8863
0.4453	6.1197	716	0.7338	0.6739	0.7338	0.8566
0.4453	6.1368	718	0.6803	0.6896	0.6803	0.8248
0.4453	6.1538	720	0.6509	0.6767	0.6509	0.8068
0.4453	6.1709	722	0.6179	0.6456	0.6179	0.7861
0.4453	6.1880	724	0.6190	0.6456	0.6190	0.7868
0.4453	6.2051	726	0.6488	0.6767	0.6488	0.8055
0.4453	6.2222	728	0.7031	0.6445	0.7031	0.8385
0.4453	6.2393	730	0.7514	0.5682	0.7514	0.8668
0.4453	6.2564	732	0.7722	0.5682	0.7722	0.8787
0.4453	6.2735	734	0.7386	0.6606	0.7386	0.8594
0.4453	6.2906	736	0.6685	0.6767	0.6685	0.8176
0.4453	6.3077	738	0.5912	0.6287	0.5912	0.7689
0.4453	6.3248	740	0.5513	0.6474	0.5513	0.7425
0.4453	6.3419	742	0.5453	0.6474	0.5453	0.7384
0.4453	6.3590	744	0.5566	0.6456	0.5566	0.7460
0.4453	6.3761	746	0.5691	0.6287	0.5691	0.7544
0.4453	6.3932	748	0.5719	0.6287	0.5719	0.7562
0.4453	6.4103	750	0.5678	0.6456	0.5678	0.7535
0.4453	6.4274	752	0.5716	0.6456	0.5716	0.7560
0.4453	6.4444	754	0.5577	0.6456	0.5577	0.7468
0.4453	6.4615	756	0.5519	0.6632	0.5519	0.7429
0.4453	6.4786	758	0.5416	0.6632	0.5416	0.7360
0.4453	6.4957	760	0.5287	0.6632	0.5287	0.7271
0.4453	6.5128	762	0.5144	0.6632	0.5144	0.7173
0.4453	6.5299	764	0.5098	0.6632	0.5098	0.7140
0.4453	6.5470	766	0.5152	0.6456	0.5152	0.7178
0.4453	6.5641	768	0.5212	0.6287	0.5212	0.7219
0.4453	6.5812	770	0.5127	0.6145	0.5127	0.7160
0.4453	6.5983	772	0.5102	0.6145	0.5102	0.7143
0.4453	6.6154	774	0.5162	0.6287	0.5162	0.7184
0.4453	6.6325	776	0.5262	0.6287	0.5262	0.7254
0.4453	6.6496	778	0.5244	0.6287	0.5244	0.7242
0.4453	6.6667	780	0.5195	0.6287	0.5195	0.7208
0.4453	6.6838	782	0.5138	0.6287	0.5138	0.7168
0.4453	6.7009	784	0.5019	0.6474	0.5019	0.7085
0.4453	6.7179	786	0.4975	0.7165	0.4975	0.7054
0.4453	6.7350	788	0.4997	0.7165	0.4997	0.7069
0.4453	6.7521	790	0.5023	0.7165	0.5023	0.7087
0.4453	6.7692	792	0.5121	0.6305	0.5121	0.7156
0.4453	6.7863	794	0.5254	0.6145	0.5254	0.7248
0.4453	6.8034	796	0.5486	0.6287	0.5486	0.7407
0.4453	6.8205	798	0.5607	0.6767	0.5607	0.7488
0.4453	6.8376	800	0.5474	0.6622	0.5474	0.7399
0.4453	6.8547	802	0.5419	0.6622	0.5419	0.7361
0.4453	6.8718	804	0.5254	0.6782	0.5254	0.7249
0.4453	6.8889	806	0.5186	0.6637	0.5186	0.7202
0.4453	6.9060	808	0.5064	0.6637	0.5064	0.7116
0.4453	6.9231	810	0.5001	0.6637	0.5001	0.7072
0.4453	6.9402	812	0.5012	0.6637	0.5012	0.7080
0.4453	6.9573	814	0.5135	0.6484	0.5135	0.7166
0.4453	6.9744	816	0.5255	0.6622	0.5255	0.7249
0.4453	6.9915	818	0.5394	0.6622	0.5394	0.7344
0.4453	7.0085	820	0.5334	0.6622	0.5334	0.7303
0.4453	7.0256	822	0.5171	0.6622	0.5171	0.7191
0.4453	7.0427	824	0.5098	0.6163	0.5098	0.7140
0.4453	7.0598	826	0.5055	0.6163	0.5055	0.7110
0.4453	7.0769	828	0.5080	0.6163	0.5080	0.7128
0.4453	7.0940	830	0.5008	0.6992	0.5008	0.7077
0.4453	7.1111	832	0.5013	0.6992	0.5013	0.7080
0.4453	7.1282	834	0.5158	0.6992	0.5158	0.7182
0.4453	7.1453	836	0.5365	0.6145	0.5365	0.7325
0.4453	7.1624	838	0.5465	0.6287	0.5465	0.7393
0.4453	7.1795	840	0.5420	0.6145	0.5420	0.7362
0.4453	7.1966	842	0.5377	0.6287	0.5377	0.7333
0.4453	7.2137	844	0.5471	0.6287	0.5471	0.7397
0.4453	7.2308	846	0.5480	0.6287	0.5480	0.7403
0.4453	7.2479	848	0.5369	0.6287	0.5369	0.7327
0.4453	7.2650	850	0.5199	0.6145	0.5199	0.7210
0.4453	7.2821	852	0.5141	0.6992	0.5141	0.7170
0.4453	7.2991	854	0.5186	0.6324	0.5186	0.7201
0.4453	7.3162	856	0.5283	0.6324	0.5283	0.7268
0.4453	7.3333	858	0.5431	0.6163	0.5431	0.7369
0.4453	7.3504	860	0.5709	0.6622	0.5709	0.7556
0.4453	7.3675	862	0.5987	0.6767	0.5987	0.7738
0.4453	7.3846	864	0.6142	0.6767	0.6142	0.7837
0.4453	7.4017	866	0.6112	0.6767	0.6112	0.7818
0.4453	7.4188	868	0.5842	0.6767	0.5842	0.7644
0.4453	7.4359	870	0.5700	0.6622	0.5700	0.7550
0.4453	7.4530	872	0.5618	0.6622	0.5618	0.7495
0.4453	7.4701	874	0.5750	0.6622	0.5750	0.7583
0.4453	7.4872	876	0.5799	0.6767	0.5799	0.7615
0.4453	7.5043	878	0.5889	0.6767	0.5889	0.7674
0.4453	7.5214	880	0.5938	0.6767	0.5938	0.7706
0.4453	7.5385	882	0.5786	0.6767	0.5786	0.7606
0.4453	7.5556	884	0.5717	0.6622	0.5717	0.7561
0.4453	7.5726	886	0.5725	0.6622	0.5725	0.7566
0.4453	7.5897	888	0.5814	0.6767	0.5814	0.7625
0.4453	7.6068	890	0.5984	0.6767	0.5984	0.7736
0.4453	7.6239	892	0.5987	0.6767	0.5987	0.7737
0.4453	7.6410	894	0.5973	0.6767	0.5973	0.7728
0.4453	7.6581	896	0.6064	0.6767	0.6064	0.7787
0.4453	7.6752	898	0.6085	0.6767	0.6085	0.7801
0.4453	7.6923	900	0.6086	0.6934	0.6086	0.7801
0.4453	7.7094	902	0.6095	0.6934	0.6095	0.7807
0.4453	7.7265	904	0.6081	0.6934	0.6081	0.7798
0.4453	7.7436	906	0.6083	0.6934	0.6083	0.7800
0.4453	7.7607	908	0.6085	0.6934	0.6085	0.7801
0.4453	7.7778	910	0.6087	0.6767	0.6087	0.7802
0.4453	7.7949	912	0.6020	0.6767	0.6020	0.7759
0.4453	7.8120	914	0.5943	0.6767	0.5943	0.7709
0.4453	7.8291	916	0.5747	0.6767	0.5747	0.7581
0.4453	7.8462	918	0.5568	0.6622	0.5568	0.7462
0.4453	7.8632	920	0.5509	0.6622	0.5509	0.7422
0.4453	7.8803	922	0.5414	0.6145	0.5414	0.7358
0.4453	7.8974	924	0.5315	0.6305	0.5315	0.7290
0.4453	7.9145	926	0.5255	0.6305	0.5255	0.7249
0.4453	7.9316	928	0.5311	0.6305	0.5311	0.7288
0.4453	7.9487	930	0.5329	0.6305	0.5329	0.7300
0.4453	7.9658	932	0.5401	0.6782	0.5401	0.7349
0.4453	7.9829	934	0.5568	0.6767	0.5568	0.7462
0.4453	8.0	936	0.5858	0.6767	0.5858	0.7654
0.4453	8.0171	938	0.5986	0.6767	0.5986	0.7737
0.4453	8.0342	940	0.6130	0.6767	0.6130	0.7830
0.4453	8.0513	942	0.6113	0.6934	0.6113	0.7818
0.4453	8.0684	944	0.6167	0.6934	0.6167	0.7853
0.4453	8.0855	946	0.6241	0.6934	0.6241	0.7900
0.4453	8.1026	948	0.6287	0.6934	0.6287	0.7929
0.4453	8.1197	950	0.6395	0.6610	0.6395	0.7997
0.4453	8.1368	952	0.6537	0.6610	0.6537	0.8085
0.4453	8.1538	954	0.6651	0.6610	0.6651	0.8155
0.4453	8.1709	956	0.6654	0.6610	0.6654	0.8157
0.4453	8.1880	958	0.6692	0.6610	0.6692	0.8180
0.4453	8.2051	960	0.6686	0.6610	0.6686	0.8177
0.4453	8.2222	962	0.6588	0.6610	0.6588	0.8116
0.4453	8.2393	964	0.6348	0.6934	0.6348	0.7967
0.4453	8.2564	966	0.6101	0.6934	0.6101	0.7811
0.4453	8.2735	968	0.5951	0.6934	0.5951	0.7714
0.4453	8.2906	970	0.5861	0.6934	0.5861	0.7656
0.4453	8.3077	972	0.5742	0.6934	0.5742	0.7578
0.4453	8.3248	974	0.5582	0.6305	0.5582	0.7471
0.4453	8.3419	976	0.5451	0.6305	0.5451	0.7383
0.4453	8.3590	978	0.5406	0.6305	0.5406	0.7352
0.4453	8.3761	980	0.5460	0.6305	0.5460	0.7389
0.4453	8.3932	982	0.5550	0.6767	0.5550	0.7450
0.4453	8.4103	984	0.5730	0.6767	0.5730	0.7570
0.4453	8.4274	986	0.5960	0.6767	0.5960	0.7720
0.4453	8.4444	988	0.6000	0.6767	0.6000	0.7746
0.4453	8.4615	990	0.5935	0.6767	0.5935	0.7704
0.4453	8.4786	992	0.5767	0.6622	0.5767	0.7594
0.4453	8.4957	994	0.5698	0.6622	0.5698	0.7549
0.4453	8.5128	996	0.5716	0.6622	0.5716	0.7561
0.4453	8.5299	998	0.5736	0.6622	0.5736	0.7573
0.0772	8.5470	1000	0.5776	0.6622	0.5776	0.7600
0.0772	8.5641	1002	0.5802	0.6622	0.5802	0.7617
0.0772	8.5812	1004	0.5872	0.6622	0.5872	0.7663
0.0772	8.5983	1006	0.5814	0.6622	0.5814	0.7625
0.0772	8.6154	1008	0.5744	0.6622	0.5744	0.7579
0.0772	8.6325	1010	0.5710	0.6622	0.5710	0.7557
0.0772	8.6496	1012	0.5645	0.6622	0.5645	0.7513
0.0772	8.6667	1014	0.5543	0.6782	0.5543	0.7445
0.0772	8.6838	1016	0.5480	0.6782	0.5480	0.7402
0.0772	8.7009	1018	0.5438	0.6782	0.5438	0.7374
0.0772	8.7179	1020	0.5450	0.6782	0.5450	0.7382
0.0772	8.7350	1022	0.5528	0.6782	0.5528	0.7435
0.0772	8.7521	1024	0.5656	0.6782	0.5656	0.7521
0.0772	8.7692	1026	0.5845	0.6934	0.5845	0.7645
0.0772	8.7863	1028	0.6012	0.6767	0.6012	0.7753
0.0772	8.8034	1030	0.6185	0.6767	0.6185	0.7865
0.0772	8.8205	1032	0.6223	0.7186	0.6223	0.7888
0.0772	8.8376	1034	0.6295	0.7186	0.6295	0.7934
0.0772	8.8547	1036	0.6419	0.7186	0.6419	0.8012
0.0772	8.8718	1038	0.6389	0.7186	0.6389	0.7993
0.0772	8.8889	1040	0.6326	0.7186	0.6326	0.7954
0.0772	8.9060	1042	0.6224	0.7186	0.6224	0.7889
0.0772	8.9231	1044	0.6100	0.7351	0.6100	0.7810
0.0772	8.9402	1046	0.5999	0.6782	0.5999	0.7746
0.0772	8.9573	1048	0.5899	0.6782	0.5899	0.7680
0.0772	8.9744	1050	0.5862	0.6782	0.5862	0.7657
0.0772	8.9915	1052	0.5844	0.6782	0.5844	0.7645
0.0772	9.0085	1054	0.5870	0.6782	0.5870	0.7662
0.0772	9.0256	1056	0.5892	0.6782	0.5892	0.7676
0.0772	9.0427	1058	0.5897	0.6782	0.5897	0.7679
0.0772	9.0598	1060	0.5897	0.6622	0.5897	0.7679
0.0772	9.0769	1062	0.5870	0.6622	0.5870	0.7661
0.0772	9.0940	1064	0.5829	0.6622	0.5829	0.7635
0.0772	9.1111	1066	0.5790	0.6622	0.5790	0.7609
0.0772	9.1282	1068	0.5796	0.6622	0.5796	0.7613
0.0772	9.1453	1070	0.5858	0.6622	0.5858	0.7654
0.0772	9.1624	1072	0.5928	0.6622	0.5928	0.7699
0.0772	9.1795	1074	0.6022	0.6767	0.6022	0.7760
0.0772	9.1966	1076	0.6059	0.6767	0.6059	0.7784
0.0772	9.2137	1078	0.6116	0.6767	0.6116	0.7820
0.0772	9.2308	1080	0.6176	0.6767	0.6176	0.7859
0.0772	9.2479	1082	0.6220	0.6767	0.6220	0.7887
0.0772	9.2650	1084	0.6218	0.6767	0.6218	0.7886
0.0772	9.2821	1086	0.6234	0.6767	0.6234	0.7895
0.0772	9.2991	1088	0.6203	0.6767	0.6203	0.7876
0.0772	9.3162	1090	0.6172	0.6767	0.6172	0.7856
0.0772	9.3333	1092	0.6129	0.6767	0.6129	0.7829
0.0772	9.3504	1094	0.6060	0.6767	0.6060	0.7785
0.0772	9.3675	1096	0.5976	0.6767	0.5976	0.7730
0.0772	9.3846	1098	0.5885	0.6767	0.5885	0.7672
0.0772	9.4017	1100	0.5829	0.6767	0.5829	0.7635
0.0772	9.4188	1102	0.5814	0.6622	0.5814	0.7625
0.0772	9.4359	1104	0.5839	0.6767	0.5839	0.7641
0.0772	9.4530	1106	0.5872	0.6767	0.5872	0.7663
0.0772	9.4701	1108	0.5906	0.6767	0.5906	0.7685
0.0772	9.4872	1110	0.5946	0.6767	0.5946	0.7711
0.0772	9.5043	1112	0.5963	0.6767	0.5963	0.7722
0.0772	9.5214	1114	0.5995	0.6767	0.5995	0.7743
0.0772	9.5385	1116	0.6012	0.6767	0.6012	0.7754
0.0772	9.5556	1118	0.6054	0.6767	0.6054	0.7780
0.0772	9.5726	1120	0.6082	0.6767	0.6082	0.7799
0.0772	9.5897	1122	0.6087	0.6767	0.6087	0.7802
0.0772	9.6068	1124	0.6074	0.6767	0.6074	0.7793
0.0772	9.6239	1126	0.6058	0.6767	0.6058	0.7783
0.0772	9.6410	1128	0.6037	0.6767	0.6037	0.7770
0.0772	9.6581	1130	0.5996	0.6767	0.5996	0.7743
0.0772	9.6752	1132	0.5953	0.6767	0.5953	0.7716
0.0772	9.6923	1134	0.5931	0.6767	0.5931	0.7701
0.0772	9.7094	1136	0.5924	0.6767	0.5924	0.7697
0.0772	9.7265	1138	0.5917	0.6767	0.5917	0.7692
0.0772	9.7436	1140	0.5919	0.6767	0.5919	0.7693
0.0772	9.7607	1142	0.5927	0.6767	0.5927	0.7699
0.0772	9.7778	1144	0.5948	0.6767	0.5948	0.7712
0.0772	9.7949	1146	0.5968	0.6767	0.5968	0.7726
0.0772	9.8120	1148	0.5988	0.6767	0.5988	0.7738
0.0772	9.8291	1150	0.6001	0.6767	0.6001	0.7747
0.0772	9.8462	1152	0.6008	0.6767	0.6008	0.7751
0.0772	9.8632	1154	0.6009	0.6767	0.6009	0.7752
0.0772	9.8803	1156	0.6014	0.6767	0.6014	0.7755
0.0772	9.8974	1158	0.6021	0.6767	0.6021	0.7759
0.0772	9.9145	1160	0.6023	0.6767	0.6023	0.7761
0.0772	9.9316	1162	0.6029	0.6767	0.6029	0.7765
0.0772	9.9487	1164	0.6032	0.6767	0.6032	0.7766
0.0772	9.9658	1166	0.6032	0.6767	0.6032	0.7767
0.0772	9.9829	1168	0.6033	0.6767	0.6033	0.7767
0.0772	10.0	1170	0.6034	0.6767	0.6034	0.7768

Framework versions

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