ArabicNewSplits5_FineTuningAraBERT_run3_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: 0.7034
• Qwk: 0.6941
• Mse: 0.7034
• Rmse: 0.8387

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	1.5076	0.2902	1.5076	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	1.0500	0.4617	1.0500	1.0247
No log	0.82	82	1.1346	0.4683	1.1346	1.0652
No log	0.84	84	1.2139	0.4500	1.2139	1.1018
No log	0.86	86	1.2862	0.4401	1.2862	1.1341
No log	0.88	88	1.1295	0.5124	1.1295	1.0628
No log	0.9	90	0.8595	0.5979	0.8595	0.9271
No log	0.92	92	0.6262	0.6965	0.6262	0.7913
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	0.7108	0.6595	0.7108	0.8431
No log	1.0	100	1.1207	0.4800	1.1207	1.0586
No log	1.02	102	1.6860	0.3951	1.6860	1.2985
No log	1.04	104	1.7840	0.3669	1.7840	1.3357
No log	1.06	106	1.5268	0.4153	1.5268	1.2357
No log	1.08	108	1.0106	0.5743	1.0106	1.0053
No log	1.1	110	0.7991	0.6166	0.7991	0.8939
No log	1.12	112	0.6645	0.6509	0.6645	0.8152
No log	1.1400	114	0.6792	0.6495	0.6792	0.8241
No log	1.16	116	0.7724	0.6353	0.7724	0.8789
No log	1.18	118	0.8014	0.6303	0.8014	0.8952
No log	1.2	120	0.6296	0.6620	0.6296	0.7935
No log	1.22	122	0.6090	0.6920	0.6090	0.7804
No log	1.24	124	0.6010	0.6836	0.6010	0.7753
No log	1.26	126	0.6179	0.6891	0.6179	0.7861
No log	1.28	128	0.6148	0.7164	0.6148	0.7841
No log	1.3	130	0.5816	0.7447	0.5816	0.7626
No log	1.32	132	0.5876	0.7589	0.5876	0.7666
No log	1.34	134	0.5863	0.7664	0.5863	0.7657
No log	1.3600	136	0.5947	0.7583	0.5947	0.7712
No log	1.38	138	0.6254	0.7445	0.6254	0.7908
No log	1.4	140	0.6231	0.7494	0.6231	0.7894
No log	1.42	142	0.6321	0.7369	0.6321	0.7950
No log	1.44	144	0.7775	0.5679	0.7775	0.8818
No log	1.46	146	1.3068	0.5060	1.3068	1.1431
No log	1.48	148	1.5927	0.3857	1.5927	1.2620
No log	1.5	150	1.2910	0.4972	1.2910	1.1362
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	0.6727	0.7420	0.6727	0.8202
No log	1.58	158	0.6522	0.7195	0.6522	0.8076
No log	1.6	160	0.5934	0.7504	0.5934	0.7704
No log	1.62	162	0.6180	0.7115	0.6180	0.7861
No log	1.6400	164	0.5794	0.7145	0.5794	0.7612
No log	1.6600	166	0.5521	0.6947	0.5521	0.7430
No log	1.6800	168	0.7224	0.6954	0.7224	0.8499
No log	1.7	170	0.9371	0.5803	0.9371	0.9680
No log	1.72	172	0.9177	0.6060	0.9177	0.9580
No log	1.74	174	0.6844	0.6762	0.6844	0.8273
No log	1.76	176	0.6342	0.6944	0.6342	0.7963
No log	1.78	178	0.7052	0.6578	0.7052	0.8398
No log	1.8	180	0.6377	0.7159	0.6377	0.7986
No log	1.8200	182	0.6261	0.7384	0.6261	0.7913
No log	1.8400	184	0.6790	0.6908	0.6790	0.8240
No log	1.8600	186	0.7673	0.6497	0.7673	0.8759
No log	1.88	188	0.8288	0.5974	0.8288	0.9104
No log	1.9	190	0.7793	0.6582	0.7793	0.8828
No log	1.92	192	0.7436	0.6696	0.7436	0.8623
No log	1.94	194	0.7767	0.6395	0.7767	0.8813
No log	1.96	196	0.7806	0.6401	0.7806	0.8835
No log	1.98	198	0.7554	0.6593	0.7554	0.8691
No log	2.0	200	0.7860	0.6409	0.7860	0.8866
No log	2.02	202	0.7884	0.6559	0.7884	0.8879
No log	2.04	204	0.7453	0.6850	0.7453	0.8633
No log	2.06	206	0.6217	0.7476	0.6217	0.7885
No log	2.08	208	0.6205	0.7490	0.6205	0.7877
No log	2.1	210	0.6459	0.7240	0.6459	0.8037
No log	2.12	212	0.7076	0.6774	0.7076	0.8412
No log	2.14	214	0.6903	0.6870	0.6903	0.8308
No log	2.16	216	0.6106	0.7328	0.6106	0.7814
No log	2.18	218	0.5811	0.7524	0.5811	0.7623
No log	2.2	220	0.5807	0.7537	0.5807	0.7620
No log	2.22	222	0.5788	0.7286	0.5788	0.7608
No log	2.24	224	0.5741	0.7577	0.5741	0.7577
No log	2.26	226	0.5700	0.7477	0.5700	0.7550
No log	2.2800	228	0.5807	0.7368	0.5807	0.7620
No log	2.3	230	0.5827	0.7135	0.5827	0.7634
No log	2.32	232	0.5956	0.7026	0.5956	0.7717
No log	2.34	234	0.6174	0.6994	0.6174	0.7857
No log	2.36	236	0.6292	0.7058	0.6292	0.7932
No log	2.38	238	0.6131	0.6787	0.6131	0.7830
No log	2.4	240	0.6209	0.6836	0.6209	0.7880
No log	2.42	242	0.6258	0.6879	0.6258	0.7911
No log	2.44	244	0.6281	0.7007	0.6281	0.7925
No log	2.46	246	0.6194	0.7101	0.6194	0.7870
No log	2.48	248	0.6099	0.7274	0.6099	0.7810
No log	2.5	250	0.6061	0.7151	0.6061	0.7785
No log	2.52	252	0.6252	0.6898	0.6252	0.7907
No log	2.54	254	0.6313	0.6987	0.6313	0.7946
No log	2.56	256	0.6248	0.7783	0.6248	0.7904
No log	2.58	258	0.6722	0.7312	0.6722	0.8199
No log	2.6	260	0.6750	0.7441	0.6750	0.8216
No log	2.62	262	0.6496	0.7549	0.6496	0.8060
No log	2.64	264	0.6603	0.7039	0.6603	0.8126
No log	2.66	266	0.7316	0.6937	0.7316	0.8554
No log	2.68	268	0.7374	0.6891	0.7374	0.8587
No log	2.7	270	0.6955	0.7216	0.6955	0.8340
No log	2.7200	272	0.6728	0.7071	0.6728	0.8202
No log	2.74	274	0.6927	0.7071	0.6927	0.8323
No log	2.76	276	0.7402	0.6668	0.7402	0.8604
No log	2.7800	278	0.7687	0.6542	0.7687	0.8768
No log	2.8	280	0.7655	0.6572	0.7655	0.8749
No log	2.82	282	0.7328	0.6798	0.7328	0.8561
No log	2.84	284	0.7184	0.6902	0.7184	0.8476
No log	2.86	286	0.6916	0.7026	0.6916	0.8317
No log	2.88	288	0.6594	0.7026	0.6594	0.8120
No log	2.9	290	0.6507	0.7165	0.6507	0.8067
No log	2.92	292	0.6647	0.7040	0.6647	0.8153
No log	2.94	294	0.6961	0.6669	0.6961	0.8343
No log	2.96	296	0.7052	0.6630	0.7052	0.8398
No log	2.98	298	0.6324	0.7324	0.6324	0.7952
No log	3.0	300	0.5929	0.7392	0.5929	0.7700
No log	3.02	302	0.5931	0.7390	0.5931	0.7701
No log	3.04	304	0.6034	0.7390	0.6034	0.7768
No log	3.06	306	0.6268	0.7189	0.6268	0.7917
No log	3.08	308	0.7414	0.6835	0.7414	0.8610
No log	3.1	310	0.9876	0.6121	0.9876	0.9938
No log	3.12	312	1.1730	0.5607	1.1730	1.0831
No log	3.14	314	1.1202	0.5802	1.1202	1.0584
No log	3.16	316	0.9183	0.6244	0.9183	0.9583
No log	3.18	318	0.6943	0.6673	0.6943	0.8333
No log	3.2	320	0.5866	0.7211	0.5866	0.7659
No log	3.22	322	0.6059	0.7566	0.6059	0.7784
No log	3.24	324	0.6162	0.7528	0.6162	0.7850
No log	3.26	326	0.6073	0.7470	0.6073	0.7793
No log	3.2800	328	0.6156	0.7361	0.6156	0.7846
No log	3.3	330	0.6463	0.7067	0.6463	0.8039
No log	3.32	332	0.6840	0.6951	0.6840	0.8271
No log	3.34	334	0.7233	0.6931	0.7233	0.8505
No log	3.36	336	0.7136	0.6949	0.7136	0.8448
No log	3.38	338	0.6829	0.7102	0.6829	0.8264
No log	3.4	340	0.6292	0.7327	0.6292	0.7932
No log	3.42	342	0.6451	0.7377	0.6451	0.8032
No log	3.44	344	0.6662	0.7098	0.6662	0.8162
No log	3.46	346	0.6909	0.6807	0.6909	0.8312
No log	3.48	348	0.7601	0.6440	0.7601	0.8718
No log	3.5	350	0.8285	0.6203	0.8285	0.9102
No log	3.52	352	0.8349	0.6209	0.8349	0.9138
No log	3.54	354	0.7652	0.6501	0.7652	0.8747
No log	3.56	356	0.6799	0.6976	0.6799	0.8245
No log	3.58	358	0.6506	0.7017	0.6506	0.8066
No log	3.6	360	0.6583	0.7017	0.6583	0.8114
No log	3.62	362	0.7049	0.7101	0.7049	0.8396
No log	3.64	364	0.7827	0.6372	0.7827	0.8847
No log	3.66	366	0.8617	0.6224	0.8617	0.9283
No log	3.68	368	0.8454	0.6495	0.8454	0.9194
No log	3.7	370	0.7835	0.6253	0.7835	0.8851
No log	3.7200	372	0.7483	0.6679	0.7483	0.8650
No log	3.74	374	0.7392	0.6499	0.7392	0.8598
No log	3.76	376	0.6829	0.6781	0.6829	0.8264
No log	3.7800	378	0.6385	0.7226	0.6385	0.7991
No log	3.8	380	0.6058	0.7386	0.6058	0.7783
No log	3.82	382	0.5919	0.7471	0.5919	0.7693
No log	3.84	384	0.5876	0.7615	0.5876	0.7666
No log	3.86	386	0.5766	0.7428	0.5766	0.7593
No log	3.88	388	0.5462	0.7432	0.5462	0.7391
No log	3.9	390	0.5428	0.7536	0.5428	0.7368
No log	3.92	392	0.5693	0.7109	0.5693	0.7545
No log	3.94	394	0.6783	0.6909	0.6783	0.8236
No log	3.96	396	0.7459	0.6750	0.7459	0.8637
No log	3.98	398	0.7450	0.6696	0.7450	0.8631
No log	4.0	400	0.6842	0.6884	0.6842	0.8272
No log	4.02	402	0.6164	0.7207	0.6164	0.7851
No log	4.04	404	0.5681	0.7342	0.5681	0.7537
No log	4.06	406	0.5815	0.7463	0.5815	0.7626
No log	4.08	408	0.6755	0.7175	0.6755	0.8219
No log	4.1	410	0.7277	0.6945	0.7277	0.8530
No log	4.12	412	0.7419	0.6788	0.7419	0.8613
No log	4.14	414	0.6945	0.6838	0.6945	0.8334
No log	4.16	416	0.6312	0.7143	0.6312	0.7945
No log	4.18	418	0.6166	0.7299	0.6166	0.7852
No log	4.2	420	0.6096	0.7525	0.6096	0.7807
No log	4.22	422	0.6259	0.7230	0.6259	0.7912
No log	4.24	424	0.6183	0.7311	0.6183	0.7863
No log	4.26	426	0.5964	0.7316	0.5964	0.7723
No log	4.28	428	0.5839	0.7507	0.5839	0.7641
No log	4.3	430	0.5756	0.7507	0.5756	0.7587
No log	4.32	432	0.5738	0.7610	0.5738	0.7575
No log	4.34	434	0.5773	0.7458	0.5773	0.7598
No log	4.36	436	0.5843	0.7521	0.5843	0.7644
No log	4.38	438	0.6006	0.7581	0.6006	0.7750
No log	4.4	440	0.6623	0.7011	0.6623	0.8138
No log	4.42	442	0.7018	0.6900	0.7018	0.8377
No log	4.44	444	0.6849	0.6929	0.6849	0.8276
No log	4.46	446	0.6668	0.7163	0.6668	0.8166
No log	4.48	448	0.6186	0.7555	0.6186	0.7865
No log	4.5	450	0.6023	0.7437	0.6023	0.7761
No log	4.52	452	0.6103	0.7537	0.6103	0.7812
No log	4.54	454	0.6609	0.7264	0.6609	0.8130
No log	4.5600	456	0.7630	0.6638	0.7630	0.8735
No log	4.58	458	0.8168	0.6529	0.8168	0.9038
No log	4.6	460	0.8217	0.6494	0.8217	0.9065
No log	4.62	462	0.8247	0.6494	0.8247	0.9081
No log	4.64	464	0.7698	0.6681	0.7698	0.8774
No log	4.66	466	0.6937	0.7109	0.6937	0.8329
No log	4.68	468	0.6298	0.7362	0.6298	0.7936
No log	4.7	470	0.6147	0.7430	0.6147	0.7840
No log	4.72	472	0.6240	0.7538	0.6240	0.7899
No log	4.74	474	0.6294	0.7239	0.6294	0.7933
No log	4.76	476	0.6568	0.7114	0.6568	0.8105
No log	4.78	478	0.6538	0.7154	0.6538	0.8086
No log	4.8	480	0.6492	0.7191	0.6492	0.8057
No log	4.82	482	0.6201	0.7191	0.6201	0.7875
No log	4.84	484	0.6100	0.7320	0.6100	0.7810
No log	4.86	486	0.6150	0.7374	0.6150	0.7842
No log	4.88	488	0.6194	0.7325	0.6194	0.7870
No log	4.9	490	0.6233	0.7313	0.6233	0.7895
No log	4.92	492	0.6581	0.7114	0.6581	0.8112
No log	4.9400	494	0.6509	0.7114	0.6509	0.8068
No log	4.96	496	0.6651	0.7097	0.6651	0.8155
No log	4.98	498	0.7029	0.6866	0.7029	0.8384
0.4728	5.0	500	0.7846	0.6676	0.7846	0.8858
0.4728	5.02	502	0.7961	0.6676	0.7961	0.8922
0.4728	5.04	504	0.7222	0.6837	0.7222	0.8498
0.4728	5.06	506	0.6651	0.7155	0.6651	0.8156
0.4728	5.08	508	0.6340	0.7466	0.6340	0.7962
0.4728	5.1	510	0.6127	0.7436	0.6127	0.7827
0.4728	5.12	512	0.5922	0.7409	0.5922	0.7696
0.4728	5.14	514	0.5995	0.7298	0.5995	0.7743
0.4728	5.16	516	0.6210	0.7414	0.6210	0.7880
0.4728	5.18	518	0.6406	0.7257	0.6406	0.8004
0.4728	5.2	520	0.6585	0.7068	0.6585	0.8115
0.4728	5.22	522	0.6644	0.7064	0.6644	0.8151
0.4728	5.24	524	0.6392	0.7140	0.6392	0.7995
0.4728	5.26	526	0.6348	0.7253	0.6348	0.7967
0.4728	5.28	528	0.6093	0.7490	0.6093	0.7806
0.4728	5.3	530	0.5945	0.7427	0.5945	0.7710
0.4728	5.32	532	0.5899	0.7400	0.5899	0.7681
0.4728	5.34	534	0.6028	0.7364	0.6028	0.7764
0.4728	5.36	536	0.6300	0.7169	0.6300	0.7937
0.4728	5.38	538	0.6339	0.7191	0.6339	0.7962
0.4728	5.4	540	0.6214	0.7072	0.6214	0.7883
0.4728	5.42	542	0.6021	0.7092	0.6021	0.7759
0.4728	5.44	544	0.5782	0.7401	0.5782	0.7604
0.4728	5.46	546	0.5762	0.7386	0.5762	0.7590
0.4728	5.48	548	0.5796	0.7452	0.5796	0.7613
0.4728	5.5	550	0.5912	0.7421	0.5912	0.7689
0.4728	5.52	552	0.6073	0.7319	0.6073	0.7793
0.4728	5.54	554	0.6065	0.7210	0.6065	0.7788
0.4728	5.5600	556	0.6038	0.7263	0.6038	0.7770
0.4728	5.58	558	0.6023	0.7299	0.6023	0.7761
0.4728	5.6	560	0.6013	0.7559	0.6013	0.7755
0.4728	5.62	562	0.6033	0.7604	0.6033	0.7767
0.4728	5.64	564	0.6081	0.7517	0.6081	0.7798
0.4728	5.66	566	0.6143	0.7181	0.6143	0.7838
0.4728	5.68	568	0.6373	0.7105	0.6373	0.7983
0.4728	5.7	570	0.6620	0.6880	0.6620	0.8136
0.4728	5.72	572	0.6785	0.6855	0.6785	0.8237
0.4728	5.74	574	0.6987	0.6804	0.6987	0.8359
0.4728	5.76	576	0.6913	0.6785	0.6913	0.8315
0.4728	5.78	578	0.6648	0.6936	0.6648	0.8153
0.4728	5.8	580	0.6444	0.7151	0.6444	0.8027
0.4728	5.82	582	0.6450	0.7112	0.6450	0.8031
0.4728	5.84	584	0.6484	0.6997	0.6484	0.8052
0.4728	5.86	586	0.6675	0.7096	0.6675	0.8170
0.4728	5.88	588	0.6930	0.6751	0.6930	0.8325
0.4728	5.9	590	0.7142	0.6726	0.7142	0.8451
0.4728	5.92	592	0.7123	0.6744	0.7123	0.8440
0.4728	5.9400	594	0.6868	0.7020	0.6868	0.8288
0.4728	5.96	596	0.6530	0.7092	0.6530	0.8081
0.4728	5.98	598	0.6443	0.7015	0.6443	0.8027
0.4728	6.0	600	0.6502	0.6872	0.6502	0.8064
0.4728	6.02	602	0.6913	0.7018	0.6913	0.8314
0.4728	6.04	604	0.7421	0.6518	0.7421	0.8615
0.4728	6.06	606	0.7487	0.6518	0.7487	0.8653
0.4728	6.08	608	0.7041	0.6784	0.7041	0.8391
0.4728	6.1	610	0.6527	0.7168	0.6527	0.8079
0.4728	6.12	612	0.6309	0.7312	0.6309	0.7943
0.4728	6.14	614	0.6104	0.7225	0.6104	0.7813
0.4728	6.16	616	0.6050	0.7338	0.6050	0.7778
0.4728	6.18	618	0.6091	0.7417	0.6091	0.7805
0.4728	6.2	620	0.6224	0.7192	0.6224	0.7889
0.4728	6.22	622	0.6299	0.7192	0.6299	0.7937
0.4728	6.24	624	0.6548	0.7204	0.6548	0.8092
0.4728	6.26	626	0.6584	0.7117	0.6584	0.8114
0.4728	6.28	628	0.6476	0.7082	0.6476	0.8047
0.4728	6.3	630	0.6291	0.7108	0.6291	0.7931
0.4728	6.32	632	0.6233	0.7011	0.6233	0.7895
0.4728	6.34	634	0.6285	0.7073	0.6285	0.7928
0.4728	6.36	636	0.6428	0.7074	0.6428	0.8017
0.4728	6.38	638	0.6666	0.7061	0.6666	0.8165
0.4728	6.4	640	0.7156	0.7018	0.7156	0.8459
0.4728	6.42	642	0.7506	0.6957	0.7506	0.8664
0.4728	6.44	644	0.7415	0.6957	0.7415	0.8611
0.4728	6.46	646	0.7009	0.7061	0.7009	0.8372
0.4728	6.48	648	0.6668	0.7056	0.6668	0.8166
0.4728	6.5	650	0.6418	0.7134	0.6418	0.8011
0.4728	6.52	652	0.6312	0.7169	0.6312	0.7945
0.4728	6.54	654	0.6168	0.7150	0.6168	0.7854
0.4728	6.5600	656	0.6086	0.7234	0.6086	0.7801
0.4728	6.58	658	0.6056	0.7316	0.6056	0.7782
0.4728	6.6	660	0.6053	0.7383	0.6053	0.7780
0.4728	6.62	662	0.6083	0.7273	0.6083	0.7799
0.4728	6.64	664	0.6099	0.7514	0.6099	0.7809
0.4728	6.66	666	0.6087	0.7514	0.6087	0.7802
0.4728	6.68	668	0.6081	0.7412	0.6081	0.7798
0.4728	6.7	670	0.6117	0.7067	0.6117	0.7821
0.4728	6.72	672	0.6087	0.7067	0.6087	0.7802
0.4728	6.74	674	0.6059	0.7332	0.6059	0.7784
0.4728	6.76	676	0.6009	0.7549	0.6009	0.7752
0.4728	6.78	678	0.6048	0.7162	0.6048	0.7777
0.4728	6.8	680	0.6206	0.7309	0.6206	0.7878
0.4728	6.82	682	0.6565	0.7109	0.6565	0.8103
0.4728	6.84	684	0.7064	0.6928	0.7064	0.8405
0.4728	6.86	686	0.7484	0.6848	0.7484	0.8651
0.4728	6.88	688	0.7673	0.6848	0.7673	0.8759
0.4728	6.9	690	0.7456	0.6848	0.7456	0.8635
0.4728	6.92	692	0.7074	0.6990	0.7074	0.8411
0.4728	6.9400	694	0.6736	0.6980	0.6736	0.8207
0.4728	6.96	696	0.6511	0.7109	0.6511	0.8069
0.4728	6.98	698	0.6352	0.7235	0.6352	0.7970
0.4728	7.0	700	0.6309	0.7235	0.6309	0.7943
0.4728	7.02	702	0.6305	0.7196	0.6305	0.7941
0.4728	7.04	704	0.6368	0.7258	0.6368	0.7980
0.4728	7.06	706	0.6562	0.7112	0.6562	0.8101
0.4728	7.08	708	0.6884	0.7120	0.6884	0.8297
0.4728	7.1	710	0.7280	0.6933	0.7280	0.8532
0.4728	7.12	712	0.7703	0.6784	0.7703	0.8776
0.4728	7.14	714	0.7767	0.6655	0.7767	0.8813
0.4728	7.16	716	0.7504	0.6922	0.7504	0.8663
0.4728	7.18	718	0.7286	0.6964	0.7286	0.8536
0.4728	7.2	720	0.7145	0.6952	0.7145	0.8453
0.4728	7.22	722	0.6930	0.6953	0.6930	0.8324
0.4728	7.24	724	0.6697	0.7060	0.6697	0.8183
0.4728	7.26	726	0.6360	0.7441	0.6360	0.7975
0.4728	7.28	728	0.6196	0.7369	0.6196	0.7871
0.4728	7.3	730	0.6127	0.7548	0.6127	0.7828
0.4728	7.32	732	0.6123	0.7439	0.6123	0.7825
0.4728	7.34	734	0.6208	0.7384	0.6208	0.7879
0.4728	7.36	736	0.6368	0.7243	0.6368	0.7980
0.4728	7.38	738	0.6655	0.6905	0.6655	0.8158
0.4728	7.4	740	0.6877	0.6965	0.6877	0.8293
0.4728	7.42	742	0.6846	0.7001	0.6846	0.8274
0.4728	7.44	744	0.6882	0.7001	0.6882	0.8296
0.4728	7.46	746	0.6757	0.6965	0.6757	0.8220
0.4728	7.48	748	0.6496	0.7227	0.6496	0.8060
0.4728	7.5	750	0.6339	0.7341	0.6339	0.7962
0.4728	7.52	752	0.6287	0.7341	0.6287	0.7929
0.4728	7.54	754	0.6251	0.7385	0.6251	0.7906
0.4728	7.5600	756	0.6157	0.7052	0.6157	0.7846
0.4728	7.58	758	0.6154	0.7052	0.6154	0.7845
0.4728	7.6	760	0.6277	0.7280	0.6277	0.7923
0.4728	7.62	762	0.6587	0.7240	0.6587	0.8116
0.4728	7.64	764	0.7019	0.7014	0.7019	0.8378
0.4728	7.66	766	0.7192	0.7014	0.7192	0.8481
0.4728	7.68	768	0.7243	0.7014	0.7243	0.8511
0.4728	7.7	770	0.7155	0.6965	0.7155	0.8458
0.4728	7.72	772	0.6989	0.6965	0.6989	0.8360
0.4728	7.74	774	0.6852	0.6953	0.6852	0.8278
0.4728	7.76	776	0.6697	0.7050	0.6697	0.8184
0.4728	7.78	778	0.6686	0.7115	0.6686	0.8177
0.4728	7.8	780	0.6616	0.7205	0.6616	0.8134
0.4728	7.82	782	0.6519	0.7175	0.6519	0.8074
0.4728	7.84	784	0.6407	0.7175	0.6407	0.8004
0.4728	7.86	786	0.6318	0.7217	0.6318	0.7949
0.4728	7.88	788	0.6334	0.7145	0.6334	0.7959
0.4728	7.9	790	0.6354	0.7252	0.6354	0.7971
0.4728	7.92	792	0.6504	0.7247	0.6504	0.8065
0.4728	7.9400	794	0.6697	0.7177	0.6697	0.8184
0.4728	7.96	796	0.6850	0.7157	0.6850	0.8276
0.4728	7.98	798	0.6774	0.7191	0.6774	0.8230
0.4728	8.0	800	0.6680	0.7191	0.6680	0.8173
0.4728	8.02	802	0.6719	0.7191	0.6719	0.8197
0.4728	8.04	804	0.6847	0.7097	0.6847	0.8275
0.4728	8.06	806	0.6846	0.7097	0.6846	0.8274
0.4728	8.08	808	0.6772	0.7029	0.6772	0.8229
0.4728	8.1	810	0.6763	0.7029	0.6763	0.8224
0.4728	8.12	812	0.6866	0.7029	0.6866	0.8286
0.4728	8.14	814	0.7050	0.6985	0.7050	0.8397
0.4728	8.16	816	0.7177	0.6966	0.7177	0.8472
0.4728	8.18	818	0.7481	0.6761	0.7481	0.8649
0.4728	8.2	820	0.7695	0.6550	0.7695	0.8772
0.4728	8.22	822	0.7656	0.6761	0.7656	0.8750
0.4728	8.24	824	0.7455	0.6859	0.7455	0.8634
0.4728	8.26	826	0.7259	0.6897	0.7259	0.8520
0.4728	8.28	828	0.7037	0.6941	0.7037	0.8389
0.4728	8.3	830	0.6803	0.7029	0.6803	0.8248
0.4728	8.32	832	0.6647	0.7029	0.6647	0.8153
0.4728	8.34	834	0.6692	0.6985	0.6692	0.8180
0.4728	8.36	836	0.6757	0.6941	0.6757	0.8220
0.4728	8.38	838	0.6934	0.6897	0.6934	0.8327
0.4728	8.4	840	0.7143	0.6897	0.7143	0.8451
0.4728	8.42	842	0.7386	0.6808	0.7386	0.8594
0.4728	8.44	844	0.7656	0.6808	0.7656	0.8750
0.4728	8.46	846	0.7781	0.6674	0.7781	0.8821
0.4728	8.48	848	0.7865	0.6553	0.7865	0.8868
0.4728	8.5	850	0.7863	0.6595	0.7863	0.8868
0.4728	8.52	852	0.7745	0.6769	0.7745	0.8801
0.4728	8.54	854	0.7618	0.6866	0.7618	0.8728
0.4728	8.56	856	0.7398	0.6884	0.7398	0.8601
0.4728	8.58	858	0.7156	0.7029	0.7156	0.8459
0.4728	8.6	860	0.7005	0.7029	0.7005	0.8369
0.4728	8.62	862	0.6960	0.7029	0.6960	0.8343
0.4728	8.64	864	0.6887	0.7073	0.6887	0.8299
0.4728	8.66	866	0.6953	0.7029	0.6953	0.8338
0.4728	8.68	868	0.6982	0.7029	0.6982	0.8356
0.4728	8.7	870	0.7008	0.7029	0.7008	0.8371
0.4728	8.72	872	0.7058	0.6985	0.7058	0.8401
0.4728	8.74	874	0.7054	0.6985	0.7054	0.8399
0.4728	8.76	876	0.7081	0.6941	0.7081	0.8415
0.4728	8.78	878	0.7138	0.6978	0.7138	0.8448
0.4728	8.8	880	0.7169	0.6978	0.7169	0.8467
0.4728	8.82	882	0.7110	0.7022	0.7110	0.8432
0.4728	8.84	884	0.7103	0.7022	0.7103	0.8428
0.4728	8.86	886	0.7184	0.6978	0.7184	0.8476
0.4728	8.88	888	0.7274	0.6978	0.7274	0.8529
0.4728	8.9	890	0.7429	0.6834	0.7429	0.8619
0.4728	8.92	892	0.7610	0.6647	0.7610	0.8724
0.4728	8.94	894	0.7711	0.6586	0.7711	0.8781
0.4728	8.96	896	0.7854	0.6586	0.7854	0.8862
0.4728	8.98	898	0.7889	0.6586	0.7889	0.8882
0.4728	9.0	900	0.7811	0.6710	0.7811	0.8838
0.4728	9.02	902	0.7668	0.6823	0.7668	0.8757
0.4728	9.04	904	0.7460	0.6841	0.7460	0.8637
0.4728	9.06	906	0.7348	0.6848	0.7348	0.8572
0.4728	9.08	908	0.7334	0.6848	0.7334	0.8564
0.4728	9.1	910	0.7322	0.6891	0.7322	0.8557
0.4728	9.12	912	0.7366	0.6891	0.7366	0.8583
0.4728	9.14	914	0.7349	0.6928	0.7349	0.8573
0.4728	9.16	916	0.7269	0.6990	0.7269	0.8526
0.4728	9.18	918	0.7255	0.6990	0.7255	0.8518
0.4728	9.2	920	0.7266	0.6947	0.7266	0.8524
0.4728	9.22	922	0.7309	0.6928	0.7309	0.8549
0.4728	9.24	924	0.7343	0.6928	0.7343	0.8569
0.4728	9.26	926	0.7295	0.6928	0.7295	0.8541
0.4728	9.28	928	0.7281	0.6805	0.7281	0.8533
0.4728	9.3	930	0.7258	0.6848	0.7258	0.8519
0.4728	9.32	932	0.7164	0.6848	0.7164	0.8464
0.4728	9.34	934	0.7081	0.6866	0.7081	0.8415
0.4728	9.36	936	0.7011	0.6866	0.7011	0.8373
0.4728	9.38	938	0.6967	0.6866	0.6967	0.8347
0.4728	9.4	940	0.6916	0.6953	0.6916	0.8316
0.4728	9.42	942	0.6849	0.6953	0.6849	0.8276
0.4728	9.44	944	0.6774	0.6916	0.6774	0.8230
0.4728	9.46	946	0.6786	0.6916	0.6786	0.8238
0.4728	9.48	948	0.6780	0.7077	0.6780	0.8234
0.4728	9.5	950	0.6781	0.7097	0.6781	0.8235
0.4728	9.52	952	0.6786	0.7097	0.6786	0.8237
0.4728	9.54	954	0.6804	0.7110	0.6804	0.8249
0.4728	9.56	956	0.6846	0.7090	0.6846	0.8274
0.4728	9.58	958	0.6902	0.7090	0.6902	0.8308
0.4728	9.6	960	0.6938	0.7090	0.6938	0.8330
0.4728	9.62	962	0.6987	0.7090	0.6987	0.8359
0.4728	9.64	964	0.7002	0.7090	0.7002	0.8368
0.4728	9.66	966	0.7011	0.6941	0.7011	0.8373
0.4728	9.68	968	0.7027	0.6941	0.7027	0.8383
0.4728	9.7	970	0.7060	0.6941	0.7060	0.8402
0.4728	9.72	972	0.7087	0.6922	0.7087	0.8418
0.4728	9.74	974	0.7103	0.6922	0.7103	0.8428
0.4728	9.76	976	0.7111	0.6922	0.7111	0.8433
0.4728	9.78	978	0.7105	0.6941	0.7105	0.8429
0.4728	9.8	980	0.7100	0.6941	0.7100	0.8426
0.4728	9.82	982	0.7086	0.6941	0.7086	0.8418
0.4728	9.84	984	0.7077	0.6941	0.7077	0.8412
0.4728	9.86	986	0.7062	0.6941	0.7062	0.8404
0.4728	9.88	988	0.7049	0.6941	0.7049	0.8396
0.4728	9.9	990	0.7043	0.6941	0.7043	0.8392
0.4728	9.92	992	0.7037	0.6941	0.7037	0.8388
0.4728	9.94	994	0.7033	0.6941	0.7033	0.8386
0.4728	9.96	996	0.7033	0.6941	0.7033	0.8386
0.4728	9.98	998	0.7034	0.6941	0.7034	0.8387
0.0662	10.0	1000	0.7034	0.6941	0.7034	0.8387

Framework versions

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