ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k16_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: 0.7345
• Qwk: 0.6859
• Mse: 0.7345
• Rmse: 0.8571

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	0.02	2	5.3377	-0.0331	5.3377	2.3103
No log	0.04	4	3.0737	0.0678	3.0737	1.7532
No log	0.06	6	2.5470	-0.0969	2.5470	1.5959
No log	0.08	8	1.8345	-0.0264	1.8345	1.3544
No log	0.1	10	1.4504	0.0170	1.4504	1.2043
No log	0.12	12	1.3979	0.0649	1.3979	1.1823
No log	0.14	14	1.6233	0.0158	1.6233	1.2741
No log	0.16	16	1.7473	0.0523	1.7473	1.3219
No log	0.18	18	1.9802	0.0837	1.9802	1.4072
No log	0.2	20	2.2575	0.1387	2.2575	1.5025
No log	0.22	22	2.4859	0.2163	2.4859	1.5767
No log	0.24	24	2.3927	0.2135	2.3927	1.5468
No log	0.26	26	1.9462	0.1383	1.9462	1.3951
No log	0.28	28	1.4427	0.1095	1.4427	1.2011
No log	0.3	30	1.2483	0.2116	1.2483	1.1173
No log	0.32	32	1.2623	0.2295	1.2623	1.1235
No log	0.34	34	1.2002	0.2742	1.2002	1.0956
No log	0.36	36	1.1253	0.3731	1.1253	1.0608
No log	0.38	38	1.1111	0.4146	1.1111	1.0541
No log	0.4	40	1.2306	0.3009	1.2306	1.1093
No log	0.42	42	1.4955	0.2117	1.4955	1.2229
No log	0.44	44	1.8074	0.2213	1.8074	1.3444
No log	0.46	46	1.9349	0.2316	1.9349	1.3910
No log	0.48	48	1.7431	0.2588	1.7431	1.3203
No log	0.5	50	1.5558	0.2769	1.5558	1.2473
No log	0.52	52	1.4547	0.2731	1.4547	1.2061
No log	0.54	54	1.5439	0.2977	1.5439	1.2425
No log	0.56	56	1.3853	0.3271	1.3853	1.1770
No log	0.58	58	1.2285	0.3881	1.2285	1.1084
No log	0.6	60	1.2188	0.3734	1.2188	1.1040
No log	0.62	62	1.5075	0.2902	1.5075	1.2278
No log	0.64	64	2.1480	0.2585	2.1480	1.4656
No log	0.66	66	2.5782	0.2288	2.5782	1.6057
No log	0.68	68	2.4184	0.2637	2.4184	1.5551
No log	0.7	70	1.7827	0.2665	1.7827	1.3352
No log	0.72	72	1.1762	0.4361	1.1762	1.0845
No log	0.74	74	0.9245	0.5286	0.9245	0.9615
No log	0.76	76	1.1037	0.4177	1.1037	1.0506
No log	0.78	78	1.1232	0.3623	1.1232	1.0598
No log	0.8	80	1.0501	0.4617	1.0501	1.0247
No log	0.82	82	1.1347	0.4683	1.1347	1.0652
No log	0.84	84	1.2140	0.4500	1.2140	1.1018
No log	0.86	86	1.2863	0.4401	1.2863	1.1342
No log	0.88	88	1.1296	0.5124	1.1296	1.0628
No log	0.9	90	0.8596	0.5979	0.8596	0.9271
No log	0.92	92	0.6262	0.6965	0.6262	0.7914
No log	0.94	94	0.6120	0.6486	0.6120	0.7823
No log	0.96	96	0.5980	0.6654	0.5980	0.7733
No log	0.98	98	0.7107	0.6595	0.7107	0.8430
No log	1.0	100	1.1205	0.4800	1.1205	1.0586
No log	1.02	102	1.6859	0.3951	1.6859	1.2984
No log	1.04	104	1.7841	0.3669	1.7841	1.3357
No log	1.06	106	1.5271	0.4153	1.5271	1.2358
No log	1.08	108	1.0109	0.5743	1.0109	1.0055
No log	1.1	110	0.7995	0.6166	0.7995	0.8942
No log	1.12	112	0.6648	0.6509	0.6648	0.8154
No log	1.1400	114	0.6794	0.6495	0.6794	0.8243
No log	1.16	116	0.7724	0.6353	0.7724	0.8789
No log	1.18	118	0.8009	0.6303	0.8009	0.8949
No log	1.2	120	0.6292	0.6620	0.6292	0.7932
No log	1.22	122	0.6087	0.6920	0.6087	0.7802
No log	1.24	124	0.6009	0.6836	0.6009	0.7752
No log	1.26	126	0.6179	0.6891	0.6179	0.7860
No log	1.28	128	0.6152	0.7164	0.6152	0.7844
No log	1.3	130	0.5820	0.7447	0.5820	0.7629
No log	1.32	132	0.5877	0.7589	0.5877	0.7666
No log	1.34	134	0.5863	0.7664	0.5863	0.7657
No log	1.3600	136	0.5948	0.7583	0.5948	0.7712
No log	1.38	138	0.6250	0.7445	0.6250	0.7905
No log	1.4	140	0.6230	0.7494	0.6230	0.7893
No log	1.42	142	0.6321	0.7369	0.6321	0.7950
No log	1.44	144	0.7781	0.5679	0.7781	0.8821
No log	1.46	146	1.3089	0.5060	1.3089	1.1441
No log	1.48	148	1.5957	0.3857	1.5957	1.2632
No log	1.5	150	1.2931	0.4972	1.2931	1.1372
No log	1.52	152	0.7377	0.6697	0.7377	0.8589
No log	1.54	154	0.6505	0.7432	0.6505	0.8065
No log	1.56	156	0.6729	0.7420	0.6729	0.8203
No log	1.58	158	0.6526	0.7195	0.6526	0.8078
No log	1.6	160	0.5935	0.7504	0.5935	0.7704
No log	1.62	162	0.6179	0.7176	0.6179	0.7861
No log	1.6400	164	0.5793	0.7145	0.5793	0.7611
No log	1.6600	166	0.5521	0.6947	0.5521	0.7431
No log	1.6800	168	0.7231	0.6954	0.7231	0.8504
No log	1.7	170	0.9387	0.5803	0.9387	0.9689
No log	1.72	172	0.9201	0.6060	0.9201	0.9592
No log	1.74	174	0.6862	0.6714	0.6862	0.8284
No log	1.76	176	0.6327	0.7109	0.6327	0.7954
No log	1.78	178	0.7038	0.6578	0.7038	0.8389
No log	1.8	180	0.6376	0.7159	0.6376	0.7985
No log	1.8200	182	0.6258	0.7384	0.6258	0.7911
No log	1.8400	184	0.6783	0.6908	0.6783	0.8236
No log	1.8600	186	0.7679	0.6497	0.7679	0.8763
No log	1.88	188	0.8296	0.5974	0.8296	0.9108
No log	1.9	190	0.7801	0.6582	0.7801	0.8832
No log	1.92	192	0.7449	0.6629	0.7449	0.8631
No log	1.94	194	0.7782	0.6395	0.7782	0.8822
No log	1.96	196	0.7819	0.6401	0.7819	0.8843
No log	1.98	198	0.7559	0.6593	0.7559	0.8694
No log	2.0	200	0.7865	0.6409	0.7865	0.8868
No log	2.02	202	0.7892	0.6494	0.7892	0.8884
No log	2.04	204	0.7467	0.6850	0.7467	0.8641
No log	2.06	206	0.6226	0.7476	0.6226	0.7890
No log	2.08	208	0.6191	0.7327	0.6191	0.7868
No log	2.1	210	0.6441	0.7277	0.6441	0.8026
No log	2.12	212	0.7061	0.6774	0.7061	0.8403
No log	2.14	214	0.6880	0.6870	0.6880	0.8294
No log	2.16	216	0.6086	0.7328	0.6086	0.7801
No log	2.18	218	0.5812	0.7497	0.5812	0.7624
No log	2.2	220	0.5811	0.7537	0.5811	0.7623
No log	2.22	222	0.5788	0.7392	0.5788	0.7608
No log	2.24	224	0.5745	0.7685	0.5745	0.7580
No log	2.26	226	0.5698	0.7477	0.5698	0.7548
No log	2.2800	228	0.5814	0.7368	0.5814	0.7625
No log	2.3	230	0.5843	0.7072	0.5843	0.7644
No log	2.32	232	0.5980	0.7006	0.5980	0.7733
No log	2.34	234	0.6200	0.6994	0.6200	0.7874
No log	2.36	236	0.6317	0.7058	0.6317	0.7948
No log	2.38	238	0.6146	0.6787	0.6146	0.7840
No log	2.4	240	0.6223	0.6836	0.6223	0.7888
No log	2.42	242	0.6267	0.6899	0.6267	0.7917
No log	2.44	244	0.6288	0.7007	0.6288	0.7930
No log	2.46	246	0.6195	0.7101	0.6195	0.7871
No log	2.48	248	0.6097	0.7274	0.6097	0.7808
No log	2.5	250	0.6062	0.7151	0.6062	0.7786
No log	2.52	252	0.6248	0.6917	0.6248	0.7904
No log	2.54	254	0.6302	0.6987	0.6302	0.7939
No log	2.56	256	0.6257	0.7725	0.6257	0.7910
No log	2.58	258	0.6760	0.7402	0.6760	0.8222
No log	2.6	260	0.6787	0.7423	0.6787	0.8238
No log	2.62	262	0.6514	0.7549	0.6514	0.8071
No log	2.64	264	0.6612	0.7039	0.6612	0.8131
No log	2.66	266	0.7326	0.6937	0.7326	0.8559
No log	2.68	268	0.7379	0.6891	0.7379	0.8590
No log	2.7	270	0.6948	0.7216	0.6948	0.8335
No log	2.7200	272	0.6701	0.7091	0.6701	0.8186
No log	2.74	274	0.6891	0.7071	0.6891	0.8301
No log	2.76	276	0.7389	0.6732	0.7389	0.8596
No log	2.7800	278	0.7708	0.6542	0.7708	0.8780
No log	2.8	280	0.7689	0.6638	0.7689	0.8769
No log	2.82	282	0.7357	0.6798	0.7357	0.8577
No log	2.84	284	0.7219	0.6922	0.7219	0.8496
No log	2.86	286	0.6942	0.6986	0.6942	0.8332
No log	2.88	288	0.6606	0.7072	0.6606	0.8128
No log	2.9	290	0.6491	0.7012	0.6491	0.8057
No log	2.92	292	0.6636	0.7150	0.6636	0.8146
No log	2.94	294	0.6984	0.6604	0.6984	0.8357
No log	2.96	296	0.7111	0.6630	0.7111	0.8432
No log	2.98	298	0.6403	0.7171	0.6403	0.8002
No log	3.0	300	0.5978	0.7348	0.5978	0.7732
No log	3.02	302	0.5961	0.7329	0.5961	0.7721
No log	3.04	304	0.6058	0.7266	0.6058	0.7783
No log	3.06	306	0.6212	0.7149	0.6212	0.7882
No log	3.08	308	0.7139	0.7079	0.7139	0.8449
No log	3.1	310	0.9469	0.6207	0.9469	0.9731
No log	3.12	312	1.1558	0.5762	1.1558	1.0751
No log	3.14	314	1.1316	0.5802	1.1316	1.0638
No log	3.16	316	0.9483	0.5952	0.9483	0.9738
No log	3.18	318	0.7254	0.6646	0.7254	0.8517
No log	3.2	320	0.5931	0.7042	0.5931	0.7701
No log	3.22	322	0.5955	0.7457	0.5955	0.7717
No log	3.24	324	0.6096	0.7528	0.6096	0.7808
No log	3.26	326	0.6089	0.7470	0.6089	0.7803
No log	3.2800	328	0.6198	0.7260	0.6198	0.7873
No log	3.3	330	0.6496	0.6927	0.6496	0.8060
No log	3.32	332	0.6916	0.6889	0.6916	0.8316
No log	3.34	334	0.7427	0.6870	0.7427	0.8618
No log	3.36	336	0.7371	0.6831	0.7371	0.8586
No log	3.38	338	0.7025	0.7000	0.7025	0.8382
No log	3.4	340	0.6433	0.7327	0.6433	0.8021
No log	3.42	342	0.6591	0.7239	0.6591	0.8119
No log	3.44	344	0.6777	0.6769	0.6777	0.8233
No log	3.46	346	0.7014	0.6744	0.7014	0.8375
No log	3.48	348	0.7724	0.6440	0.7724	0.8789
No log	3.5	350	0.8346	0.6203	0.8346	0.9136
No log	3.52	352	0.8345	0.6172	0.8345	0.9135
No log	3.54	354	0.7565	0.6727	0.7565	0.8698
No log	3.56	356	0.6664	0.7124	0.6664	0.8163
No log	3.58	358	0.6386	0.7146	0.6386	0.7991
No log	3.6	360	0.6476	0.7146	0.6476	0.8048
No log	3.62	362	0.6984	0.7376	0.6984	0.8357
No log	3.64	364	0.7827	0.6357	0.7827	0.8847
No log	3.66	366	0.8654	0.6256	0.8654	0.9302
No log	3.68	368	0.8490	0.6356	0.8490	0.9214
No log	3.7	370	0.7841	0.6203	0.7841	0.8855
No log	3.7200	372	0.7427	0.6701	0.7427	0.8618
No log	3.74	374	0.7256	0.6622	0.7256	0.8518
No log	3.76	376	0.6724	0.6829	0.6724	0.8200
No log	3.7800	378	0.6330	0.7244	0.6330	0.7956
No log	3.8	380	0.6041	0.7450	0.6041	0.7772
No log	3.82	382	0.5931	0.7530	0.5931	0.7701
No log	3.84	384	0.5861	0.7737	0.5861	0.7656
No log	3.86	386	0.5711	0.7488	0.5711	0.7557
No log	3.88	388	0.5434	0.7638	0.5434	0.7372
No log	3.9	390	0.5413	0.7536	0.5413	0.7357
No log	3.92	392	0.5676	0.7172	0.5676	0.7534
No log	3.94	394	0.6718	0.6954	0.6718	0.8197
No log	3.96	396	0.7374	0.6622	0.7374	0.8587
No log	3.98	398	0.7381	0.6649	0.7381	0.8591
No log	4.0	400	0.6766	0.6903	0.6766	0.8226
No log	4.02	402	0.6105	0.7207	0.6105	0.7814
No log	4.04	404	0.5637	0.7385	0.5637	0.7508
No log	4.06	406	0.5792	0.7463	0.5792	0.7611
No log	4.08	408	0.6720	0.7098	0.6720	0.8197
No log	4.1	410	0.7282	0.6928	0.7282	0.8533
No log	4.12	412	0.7485	0.6967	0.7485	0.8652
No log	4.14	414	0.7021	0.6884	0.7021	0.8379
No log	4.16	416	0.6344	0.7320	0.6344	0.7965
No log	4.18	418	0.6157	0.7363	0.6157	0.7847
No log	4.2	420	0.6068	0.7347	0.6068	0.7790
No log	4.22	422	0.6165	0.7341	0.6165	0.7852
No log	4.24	424	0.6074	0.7429	0.6074	0.7794
No log	4.26	426	0.5869	0.7436	0.5869	0.7661
No log	4.28	428	0.5750	0.7507	0.5750	0.7583
No log	4.3	430	0.5669	0.7610	0.5669	0.7529
No log	4.32	432	0.5659	0.7610	0.5659	0.7522
No log	4.34	434	0.5716	0.7521	0.5716	0.7560
No log	4.36	436	0.5779	0.7615	0.5779	0.7602
No log	4.38	438	0.5918	0.7581	0.5918	0.7693
No log	4.4	440	0.6595	0.7011	0.6595	0.8121
No log	4.42	442	0.7161	0.6894	0.7161	0.8462
No log	4.44	444	0.7130	0.6970	0.7130	0.8444
No log	4.46	446	0.7003	0.7143	0.7003	0.8369
No log	4.48	448	0.6448	0.7201	0.6448	0.8030
No log	4.5	450	0.6236	0.7523	0.6236	0.7897
No log	4.52	452	0.6313	0.7329	0.6313	0.7945
No log	4.54	454	0.6856	0.7198	0.6856	0.8280
No log	4.5600	456	0.7875	0.6595	0.7875	0.8874
No log	4.58	458	0.8320	0.6429	0.8320	0.9121
No log	4.6	460	0.8405	0.6483	0.8405	0.9168
No log	4.62	462	0.8610	0.6305	0.8610	0.9279
No log	4.64	464	0.8187	0.6555	0.8187	0.9048
No log	4.66	466	0.7392	0.6855	0.7392	0.8598
No log	4.68	468	0.6609	0.7089	0.6609	0.8130
No log	4.7	470	0.6301	0.7209	0.6301	0.7938
No log	4.72	472	0.6323	0.7239	0.6323	0.7952
No log	4.74	474	0.6378	0.7239	0.6378	0.7986
No log	4.76	476	0.6708	0.7066	0.6708	0.8190
No log	4.78	478	0.6757	0.7047	0.6757	0.8220
No log	4.8	480	0.6782	0.7123	0.6782	0.8235
No log	4.82	482	0.6513	0.7345	0.6513	0.8070
No log	4.84	484	0.6294	0.7294	0.6294	0.7934
No log	4.86	486	0.6225	0.7490	0.6225	0.7890
No log	4.88	488	0.6089	0.7374	0.6089	0.7803
No log	4.9	490	0.6103	0.7325	0.6103	0.7812
No log	4.92	492	0.6535	0.7114	0.6535	0.8084
No log	4.9400	494	0.6614	0.6980	0.6614	0.8133
No log	4.96	496	0.6785	0.6985	0.6785	0.8237
No log	4.98	498	0.7059	0.6805	0.7059	0.8402
0.4728	5.0	500	0.7737	0.6667	0.7737	0.8796
0.4728	5.02	502	0.7809	0.6634	0.7809	0.8837
0.4728	5.04	504	0.7092	0.6819	0.7092	0.8421
0.4728	5.06	506	0.6480	0.7282	0.6480	0.8050
0.4728	5.08	508	0.6108	0.7500	0.6108	0.7815
0.4728	5.1	510	0.5930	0.7617	0.5930	0.7700
0.4728	5.12	512	0.5786	0.7344	0.5786	0.7607
0.4728	5.14	514	0.5792	0.7523	0.5792	0.7611
0.4728	5.16	516	0.5933	0.7327	0.5933	0.7703
0.4728	5.18	518	0.6095	0.7359	0.6095	0.7807
0.4728	5.2	520	0.6285	0.7201	0.6285	0.7928
0.4728	5.22	522	0.6356	0.7074	0.6356	0.7973
0.4728	5.24	524	0.6200	0.7186	0.6200	0.7874
0.4728	5.26	526	0.6218	0.7186	0.6218	0.7886
0.4728	5.28	528	0.6069	0.7362	0.6069	0.7790
0.4728	5.3	530	0.5966	0.7374	0.5966	0.7724
0.4728	5.32	532	0.5933	0.7553	0.5933	0.7703
0.4728	5.34	534	0.6034	0.7381	0.6034	0.7768
0.4728	5.36	536	0.6200	0.7169	0.6200	0.7874
0.4728	5.38	538	0.6164	0.7029	0.6164	0.7851
0.4728	5.4	540	0.6111	0.7271	0.6111	0.7817
0.4728	5.42	542	0.6037	0.7331	0.6037	0.7770
0.4728	5.44	544	0.5879	0.7356	0.5879	0.7667
0.4728	5.46	546	0.5859	0.7449	0.5859	0.7654
0.4728	5.48	548	0.5891	0.7421	0.5891	0.7675
0.4728	5.5	550	0.6043	0.7291	0.6043	0.7774
0.4728	5.52	552	0.6295	0.7036	0.6295	0.7934
0.4728	5.54	554	0.6322	0.6987	0.6322	0.7951
0.4728	5.5600	556	0.6304	0.7092	0.6304	0.7940
0.4728	5.58	558	0.6294	0.7108	0.6294	0.7933
0.4728	5.6	560	0.6235	0.7199	0.6235	0.7897
0.4728	5.62	562	0.6194	0.7262	0.6194	0.7870
0.4728	5.64	564	0.6202	0.7262	0.6202	0.7876
0.4728	5.66	566	0.6255	0.7140	0.6255	0.7909
0.4728	5.68	568	0.6532	0.7203	0.6532	0.8082
0.4728	5.7	570	0.6812	0.6953	0.6812	0.8253
0.4728	5.72	572	0.7027	0.6965	0.7027	0.8383
0.4728	5.74	574	0.7297	0.6754	0.7297	0.8542
0.4728	5.76	576	0.7241	0.6933	0.7241	0.8509
0.4728	5.78	578	0.6880	0.7033	0.6880	0.8295
0.4728	5.8	580	0.6683	0.7112	0.6683	0.8175
0.4728	5.82	582	0.6757	0.7072	0.6757	0.8220
0.4728	5.84	584	0.6834	0.7123	0.6834	0.8267
0.4728	5.86	586	0.6903	0.6985	0.6903	0.8308
0.4728	5.88	588	0.6989	0.7025	0.6989	0.8360
0.4728	5.9	590	0.7106	0.6864	0.7106	0.8430
0.4728	5.92	592	0.7094	0.6864	0.7094	0.8422
0.4728	5.9400	594	0.6942	0.7090	0.6942	0.8332
0.4728	5.96	596	0.6633	0.7239	0.6633	0.8144
0.4728	5.98	598	0.6551	0.7207	0.6551	0.8094
0.4728	6.0	600	0.6599	0.7138	0.6599	0.8124
0.4728	6.02	602	0.7029	0.7083	0.7029	0.8384
0.4728	6.04	604	0.7503	0.6629	0.7503	0.8662
0.4728	6.06	606	0.7574	0.6629	0.7574	0.8703
0.4728	6.08	608	0.7161	0.6728	0.7161	0.8462
0.4728	6.1	610	0.6659	0.7194	0.6659	0.8160
0.4728	6.12	612	0.6442	0.7399	0.6442	0.8026
0.4728	6.14	614	0.6230	0.7439	0.6230	0.7893
0.4728	6.16	616	0.6231	0.7500	0.6231	0.7893
0.4728	6.18	618	0.6409	0.7275	0.6409	0.8006
0.4728	6.2	620	0.6644	0.7233	0.6644	0.8151
0.4728	6.22	622	0.6717	0.7146	0.6717	0.8196
0.4728	6.24	624	0.6790	0.7063	0.6790	0.8240
0.4728	6.26	626	0.6652	0.7167	0.6652	0.8156
0.4728	6.28	628	0.6456	0.6987	0.6456	0.8035
0.4728	6.3	630	0.6257	0.7283	0.6257	0.7910
0.4728	6.32	632	0.6212	0.7294	0.6212	0.7882
0.4728	6.34	634	0.6278	0.7272	0.6278	0.7924
0.4728	6.36	636	0.6452	0.7342	0.6452	0.8032
0.4728	6.38	638	0.6770	0.6949	0.6770	0.8228
0.4728	6.4	640	0.7352	0.6987	0.7352	0.8574
0.4728	6.42	642	0.7757	0.6819	0.7757	0.8808
0.4728	6.44	644	0.7663	0.6819	0.7663	0.8754
0.4728	6.46	646	0.7244	0.7000	0.7244	0.8511
0.4728	6.48	648	0.6870	0.7048	0.6870	0.8288
0.4728	6.5	650	0.6552	0.7134	0.6552	0.8094
0.4728	6.52	652	0.6422	0.7234	0.6422	0.8014
0.4728	6.54	654	0.6306	0.7232	0.6306	0.7941
0.4728	6.5600	656	0.6214	0.7288	0.6214	0.7883
0.4728	6.58	658	0.6203	0.7355	0.6203	0.7876
0.4728	6.6	660	0.6195	0.7441	0.6195	0.7871
0.4728	6.62	662	0.6255	0.7311	0.6255	0.7909
0.4728	6.64	664	0.6290	0.7326	0.6290	0.7931
0.4728	6.66	666	0.6260	0.7230	0.6260	0.7912
0.4728	6.68	668	0.6292	0.7230	0.6292	0.7932
0.4728	6.7	670	0.6423	0.7284	0.6423	0.8015
0.4728	6.72	672	0.6477	0.7062	0.6477	0.8048
0.4728	6.74	674	0.6484	0.7114	0.6484	0.8053
0.4728	6.76	676	0.6370	0.7336	0.6370	0.7981
0.4728	6.78	678	0.6372	0.7308	0.6372	0.7983
0.4728	6.8	680	0.6461	0.7363	0.6461	0.8038
0.4728	6.82	682	0.6705	0.7269	0.6705	0.8189
0.4728	6.84	684	0.7060	0.6995	0.7060	0.8402
0.4728	6.86	686	0.7334	0.6879	0.7334	0.8564
0.4728	6.88	688	0.7522	0.6795	0.7522	0.8673
0.4728	6.9	690	0.7398	0.6795	0.7398	0.8601
0.4728	6.92	692	0.7134	0.6903	0.7134	0.8446
0.4728	6.9400	694	0.6926	0.7031	0.6926	0.8322
0.4728	6.96	696	0.6825	0.7031	0.6825	0.8261
0.4728	6.98	698	0.6643	0.7138	0.6643	0.8150
0.4728	7.0	700	0.6521	0.7212	0.6521	0.8076
0.4728	7.02	702	0.6417	0.7212	0.6417	0.8011
0.4728	7.04	704	0.6368	0.7203	0.6368	0.7980
0.4728	7.06	706	0.6435	0.7258	0.6435	0.8022
0.4728	7.08	708	0.6596	0.7194	0.6596	0.8122
0.4728	7.1	710	0.6830	0.7020	0.6830	0.8264
0.4728	7.12	712	0.7174	0.6922	0.7174	0.8470
0.4728	7.14	714	0.7253	0.6861	0.7253	0.8516
0.4728	7.16	716	0.7105	0.7048	0.7105	0.8429
0.4728	7.18	718	0.6998	0.7063	0.6998	0.8366
0.4728	7.2	720	0.7013	0.7077	0.7013	0.8374
0.4728	7.22	722	0.6973	0.7059	0.6973	0.8350
0.4728	7.24	724	0.6848	0.7089	0.6848	0.8275
0.4728	7.26	726	0.6508	0.7281	0.6508	0.8067
0.4728	7.28	728	0.6306	0.7256	0.6306	0.7941
0.4728	7.3	730	0.6170	0.7358	0.6170	0.7855
0.4728	7.32	732	0.6152	0.7358	0.6152	0.7843
0.4728	7.34	734	0.6311	0.7206	0.6311	0.7944
0.4728	7.36	736	0.6580	0.7411	0.6580	0.8111
0.4728	7.38	738	0.6971	0.7044	0.6971	0.8349
0.4728	7.4	740	0.7258	0.7001	0.7258	0.8519
0.4728	7.42	742	0.7222	0.6922	0.7222	0.8498
0.4728	7.44	744	0.7280	0.7025	0.7280	0.8532
0.4728	7.46	746	0.7110	0.7044	0.7110	0.8432
0.4728	7.48	748	0.6798	0.7243	0.6798	0.8245
0.4728	7.5	750	0.6613	0.7329	0.6613	0.8132
0.4728	7.52	752	0.6559	0.7457	0.6559	0.8099
0.4728	7.54	754	0.6535	0.7457	0.6535	0.8084
0.4728	7.5600	756	0.6438	0.7418	0.6438	0.8024
0.4728	7.58	758	0.6491	0.7145	0.6491	0.8057
0.4728	7.6	760	0.6743	0.7285	0.6743	0.8212
0.4728	7.62	762	0.7286	0.6848	0.7286	0.8536
0.4728	7.64	764	0.7841	0.6684	0.7841	0.8855
0.4728	7.66	766	0.8015	0.6737	0.8015	0.8953
0.4728	7.68	768	0.7953	0.6726	0.7953	0.8918
0.4728	7.7	770	0.7683	0.6940	0.7683	0.8765
0.4728	7.72	772	0.7334	0.6982	0.7334	0.8564
0.4728	7.74	774	0.6961	0.7123	0.6961	0.8344
0.4728	7.76	776	0.6734	0.7167	0.6734	0.8206
0.4728	7.78	778	0.6765	0.7206	0.6765	0.8225
0.4728	7.8	780	0.6808	0.7206	0.6808	0.8251
0.4728	7.82	782	0.6832	0.7171	0.6832	0.8266
0.4728	7.84	784	0.6869	0.7124	0.6869	0.8288
0.4728	7.86	786	0.6853	0.7124	0.6853	0.8278
0.4728	7.88	788	0.6906	0.7124	0.6906	0.8310
0.4728	7.9	790	0.6917	0.7124	0.6917	0.8317
0.4728	7.92	792	0.7078	0.7151	0.7078	0.8413
0.4728	7.9400	794	0.7277	0.7035	0.7277	0.8530
0.4728	7.96	796	0.7277	0.7035	0.7277	0.8531
0.4728	7.98	798	0.7058	0.7151	0.7058	0.8401
0.4728	8.0	800	0.6857	0.7191	0.6857	0.8281
0.4728	8.02	802	0.6863	0.7191	0.6863	0.8284
0.4728	8.04	804	0.6931	0.7171	0.6931	0.8325
0.4728	8.06	806	0.6869	0.7191	0.6869	0.8288
0.4728	8.08	808	0.6838	0.7191	0.6838	0.8269
0.4728	8.1	810	0.6919	0.7106	0.6919	0.8318
0.4728	8.12	812	0.7114	0.7057	0.7114	0.8434
0.4728	8.14	814	0.7368	0.6861	0.7368	0.8584
0.4728	8.16	816	0.7524	0.6897	0.7524	0.8674
0.4728	8.18	818	0.7773	0.6615	0.7773	0.8816
0.4728	8.2	820	0.7928	0.6572	0.7928	0.8904
0.4728	8.22	822	0.7842	0.6572	0.7842	0.8856
0.4728	8.24	824	0.7581	0.6969	0.7581	0.8707
0.4728	8.26	826	0.7328	0.7014	0.7328	0.8561
0.4728	8.28	828	0.7049	0.7033	0.7049	0.8396
0.4728	8.3	830	0.6831	0.7149	0.6831	0.8265
0.4728	8.32	832	0.6668	0.7254	0.6668	0.8166
0.4728	8.34	834	0.6699	0.7210	0.6699	0.8185
0.4728	8.36	836	0.6767	0.7089	0.6767	0.8226
0.4728	8.38	838	0.6964	0.7149	0.6964	0.8345
0.4728	8.4	840	0.7223	0.7014	0.7223	0.8499
0.4728	8.42	842	0.7519	0.7012	0.7519	0.8671
0.4728	8.44	844	0.7734	0.6725	0.7734	0.8794
0.4728	8.46	846	0.7797	0.6725	0.7797	0.8830
0.4728	8.48	848	0.7820	0.6725	0.7820	0.8843
0.4728	8.5	850	0.7806	0.6715	0.7806	0.8835
0.4728	8.52	852	0.7690	0.6886	0.7690	0.8769
0.4728	8.54	854	0.7582	0.6886	0.7582	0.8707
0.4728	8.56	856	0.7378	0.6886	0.7378	0.8590
0.4728	8.58	858	0.7124	0.7087	0.7124	0.8440
0.4728	8.6	860	0.6896	0.7149	0.6896	0.8304
0.4728	8.62	862	0.6839	0.7083	0.6839	0.8270
0.4728	8.64	864	0.6807	0.7083	0.6807	0.8250
0.4728	8.66	866	0.6904	0.7083	0.6904	0.8309
0.4728	8.68	868	0.6952	0.7083	0.6952	0.8338
0.4728	8.7	870	0.6977	0.7097	0.6977	0.8353
0.4728	8.72	872	0.7001	0.7097	0.7001	0.8367
0.4728	8.74	874	0.6971	0.7083	0.6971	0.8349
0.4728	8.76	876	0.6997	0.7097	0.6997	0.8365
0.4728	8.78	878	0.7048	0.7033	0.7048	0.8395
0.4728	8.8	880	0.7099	0.7033	0.7099	0.8426
0.4728	8.82	882	0.7076	0.7033	0.7076	0.8412
0.4728	8.84	884	0.7086	0.7033	0.7086	0.8418
0.4728	8.86	886	0.7183	0.7033	0.7183	0.8475
0.4728	8.88	888	0.7277	0.7070	0.7277	0.8530
0.4728	8.9	890	0.7450	0.6983	0.7450	0.8631
0.4728	8.92	892	0.7640	0.6754	0.7640	0.8741
0.4728	8.94	894	0.7745	0.6614	0.7745	0.8800
0.4728	8.96	896	0.7874	0.6570	0.7874	0.8873
0.4728	8.98	898	0.7887	0.6570	0.7887	0.8881
0.4728	9.0	900	0.7797	0.6614	0.7797	0.8830
0.4728	9.02	902	0.7622	0.6848	0.7622	0.8730
0.4728	9.04	904	0.7403	0.7031	0.7403	0.8604
0.4728	9.06	906	0.7303	0.7001	0.7303	0.8546
0.4728	9.08	908	0.7326	0.6982	0.7326	0.8559
0.4728	9.1	910	0.7341	0.6982	0.7341	0.8568
0.4728	9.12	912	0.7420	0.7018	0.7420	0.8614
0.4728	9.14	914	0.7441	0.7031	0.7441	0.8626
0.4728	9.16	916	0.7398	0.7031	0.7398	0.8601
0.4728	9.18	918	0.7419	0.7054	0.7419	0.8613
0.4728	9.2	920	0.7466	0.6945	0.7466	0.8641
0.4728	9.22	922	0.7545	0.6693	0.7545	0.8686
0.4728	9.24	924	0.7599	0.6693	0.7599	0.8717
0.4728	9.26	926	0.7552	0.6735	0.7552	0.8690
0.4728	9.28	928	0.7524	0.6735	0.7524	0.8674
0.4728	9.3	930	0.7486	0.6735	0.7486	0.8652
0.4728	9.32	932	0.7379	0.6866	0.7379	0.8590
0.4728	9.34	934	0.7280	0.6866	0.7280	0.8532
0.4728	9.36	936	0.7214	0.6884	0.7214	0.8493
0.4728	9.38	938	0.7175	0.6903	0.7175	0.8471
0.4728	9.4	940	0.7119	0.6903	0.7119	0.8437
0.4728	9.42	942	0.7052	0.6922	0.7052	0.8397
0.4728	9.44	944	0.6981	0.6985	0.6981	0.8355
0.4728	9.46	946	0.6996	0.6985	0.6996	0.8364
0.4728	9.48	948	0.6993	0.6985	0.6993	0.8362
0.4728	9.5	950	0.7005	0.6941	0.7005	0.8369
0.4728	9.52	952	0.7023	0.6941	0.7023	0.8381
0.4728	9.54	954	0.7049	0.6941	0.7049	0.8396
0.4728	9.56	956	0.7100	0.6941	0.7100	0.8426
0.4728	9.58	958	0.7161	0.6941	0.7161	0.8462
0.4728	9.6	960	0.7206	0.6922	0.7206	0.8489
0.4728	9.62	962	0.7264	0.6903	0.7264	0.8523
0.4728	9.64	964	0.7288	0.6903	0.7288	0.8537
0.4728	9.66	966	0.7315	0.6903	0.7315	0.8553
0.4728	9.68	968	0.7346	0.6859	0.7346	0.8571
0.4728	9.7	970	0.7385	0.6772	0.7385	0.8593
0.4728	9.72	972	0.7413	0.6772	0.7413	0.8610
0.4728	9.74	974	0.7427	0.6754	0.7427	0.8618
0.4728	9.76	976	0.7427	0.6754	0.7427	0.8618
0.4728	9.78	978	0.7413	0.6772	0.7413	0.8610
0.4728	9.8	980	0.7400	0.6772	0.7400	0.8603
0.4728	9.82	982	0.7380	0.6790	0.7380	0.8590
0.4728	9.84	984	0.7369	0.6790	0.7369	0.8584
0.4728	9.86	986	0.7353	0.6790	0.7353	0.8575
0.4728	9.88	988	0.7346	0.6790	0.7346	0.8571
0.4728	9.9	990	0.7345	0.6859	0.7345	0.8571
0.4728	9.92	992	0.7344	0.6859	0.7344	0.8570
0.4728	9.94	994	0.7345	0.6859	0.7345	0.8570
0.4728	9.96	996	0.7346	0.6859	0.7346	0.8571
0.4728	9.98	998	0.7346	0.6859	0.7346	0.8571
0.0665	10.0	1000	0.7345	0.6859	0.7345	0.8571

Framework versions

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