ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k18_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: 0.5877
• Qwk: 0.7369
• Mse: 0.5877
• Rmse: 0.7666

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	0.0180	2	5.3618	-0.0413	5.3619	2.3156
No log	0.0360	4	3.3734	0.0699	3.3734	1.8367
No log	0.0541	6	2.3684	-0.0212	2.3684	1.5390
No log	0.0721	8	2.6392	-0.1851	2.6392	1.6246
No log	0.0901	10	2.5389	-0.1988	2.5389	1.5934
No log	0.1081	12	2.1834	-0.0716	2.1834	1.4776
No log	0.1261	14	1.9325	-0.0193	1.9325	1.3901
No log	0.1441	16	1.6023	0.0440	1.6023	1.2658
No log	0.1622	18	1.2376	0.2855	1.2376	1.1125
No log	0.1802	20	1.1512	0.2880	1.1512	1.0729
No log	0.1982	22	1.2869	0.1166	1.2869	1.1344
No log	0.2162	24	1.7487	0.0587	1.7487	1.3224
No log	0.2342	26	2.1241	0.1657	2.1241	1.4574
No log	0.2523	28	2.4457	0.1368	2.4457	1.5639
No log	0.2703	30	2.5946	0.1290	2.5946	1.6108
No log	0.2883	32	2.2730	0.1339	2.2730	1.5076
No log	0.3063	34	2.0955	0.1678	2.0955	1.4476
No log	0.3243	36	1.8482	0.1744	1.8482	1.3595
No log	0.3423	38	1.9289	0.1824	1.9289	1.3889
No log	0.3604	40	1.9175	0.1764	1.9175	1.3848
No log	0.3784	42	2.0197	0.1862	2.0197	1.4212
No log	0.3964	44	2.0306	0.1687	2.0306	1.4250
No log	0.4144	46	2.1262	0.2176	2.1262	1.4582
No log	0.4324	48	1.9138	0.2330	1.9138	1.3834
No log	0.4505	50	1.6719	0.2095	1.6719	1.2930
No log	0.4685	52	1.5316	0.2481	1.5316	1.2376
No log	0.4865	54	1.4499	0.2733	1.4499	1.2041
No log	0.5045	56	1.5408	0.3003	1.5408	1.2413
No log	0.5225	58	1.9616	0.2558	1.9616	1.4006
No log	0.5405	60	2.2130	0.2157	2.2130	1.4876
No log	0.5586	62	1.9069	0.2711	1.9069	1.3809
No log	0.5766	64	1.5813	0.2987	1.5813	1.2575
No log	0.5946	66	1.6302	0.3025	1.6302	1.2768
No log	0.6126	68	1.5869	0.3313	1.5869	1.2597
No log	0.6306	70	1.6973	0.2862	1.6973	1.3028
No log	0.6486	72	1.5605	0.3475	1.5605	1.2492
No log	0.6667	74	1.3988	0.4077	1.3988	1.1827
No log	0.6847	76	1.5753	0.4	1.5753	1.2551
No log	0.7027	78	1.2528	0.4560	1.2528	1.1193
No log	0.7207	80	0.9684	0.5597	0.9684	0.9841
No log	0.7387	82	1.1044	0.3282	1.1044	1.0509
No log	0.7568	84	1.0052	0.3247	1.0052	1.0026
No log	0.7748	86	0.6574	0.5999	0.6574	0.8108
No log	0.7928	88	0.6953	0.6522	0.6953	0.8338
No log	0.8108	90	0.6677	0.6984	0.6677	0.8171
No log	0.8288	92	0.6263	0.6713	0.6263	0.7914
No log	0.8468	94	0.6496	0.6384	0.6496	0.8060
No log	0.8649	96	0.8424	0.5573	0.8424	0.9178
No log	0.8829	98	1.1021	0.4913	1.1021	1.0498
No log	0.9009	100	1.3054	0.4430	1.3054	1.1426
No log	0.9189	102	1.0576	0.5286	1.0576	1.0284
No log	0.9369	104	0.8005	0.5809	0.8005	0.8947
No log	0.9550	106	0.8422	0.5707	0.8422	0.9177
No log	0.9730	108	1.0488	0.5561	1.0488	1.0241
No log	0.9910	110	1.3239	0.5137	1.3239	1.1506
No log	1.0090	112	1.7478	0.3783	1.7478	1.3220
No log	1.0270	114	1.4914	0.4326	1.4914	1.2212
No log	1.0450	116	0.8778	0.6253	0.8778	0.9369
No log	1.0631	118	0.7116	0.6928	0.7116	0.8435
No log	1.0811	120	0.8055	0.6629	0.8055	0.8975
No log	1.0991	122	1.2128	0.5363	1.2128	1.1013
No log	1.1171	124	1.4842	0.4679	1.4842	1.2183
No log	1.1351	126	1.4557	0.4672	1.4557	1.2065
No log	1.1532	128	1.1526	0.5253	1.1526	1.0736
No log	1.1712	130	0.9500	0.5749	0.9500	0.9747
No log	1.1892	132	0.7814	0.6321	0.7814	0.8840
No log	1.2072	134	0.7118	0.6729	0.7118	0.8437
No log	1.2252	136	0.6287	0.7324	0.6287	0.7929
No log	1.2432	138	0.6089	0.7341	0.6089	0.7803
No log	1.2613	140	0.5963	0.7159	0.5963	0.7722
No log	1.2793	142	0.6558	0.6797	0.6558	0.8098
No log	1.2973	144	0.6693	0.6604	0.6693	0.8181
No log	1.3153	146	0.6441	0.6729	0.6441	0.8026
No log	1.3333	148	0.6173	0.7268	0.6173	0.7857
No log	1.3514	150	0.7788	0.6429	0.7788	0.8825
No log	1.3694	152	0.7754	0.6524	0.7754	0.8806
No log	1.3874	154	0.6393	0.7355	0.6393	0.7996
No log	1.4054	156	0.6068	0.7541	0.6068	0.7790
No log	1.4234	158	0.5973	0.7667	0.5973	0.7728
No log	1.4414	160	0.6087	0.7738	0.6087	0.7802
No log	1.4595	162	0.6203	0.7692	0.6203	0.7876
No log	1.4775	164	0.6459	0.7383	0.6459	0.8037
No log	1.4955	166	0.6905	0.7426	0.6905	0.8310
No log	1.5135	168	0.6515	0.7263	0.6515	0.8072
No log	1.5315	170	0.6292	0.7121	0.6292	0.7932
No log	1.5495	172	0.7852	0.6379	0.7852	0.8861
No log	1.5676	174	1.0895	0.5715	1.0895	1.0438
No log	1.5856	176	1.0849	0.5682	1.0849	1.0416
No log	1.6036	178	0.9610	0.5754	0.9610	0.9803
No log	1.6216	180	0.7623	0.6493	0.7623	0.8731
No log	1.6396	182	0.6633	0.6802	0.6633	0.8144
No log	1.6577	184	0.6615	0.6613	0.6615	0.8133
No log	1.6757	186	0.7392	0.6511	0.7392	0.8598
No log	1.6937	188	0.7515	0.6579	0.7515	0.8669
No log	1.7117	190	0.6724	0.6562	0.6724	0.8200
No log	1.7297	192	0.5956	0.6950	0.5956	0.7717
No log	1.7477	194	0.5716	0.7431	0.5716	0.7560
No log	1.7658	196	0.5891	0.7176	0.5891	0.7675
No log	1.7838	198	0.7306	0.6657	0.7306	0.8547
No log	1.8018	200	0.8890	0.6219	0.8890	0.9429
No log	1.8198	202	0.7838	0.6815	0.7838	0.8853
No log	1.8378	204	0.5837	0.7532	0.5837	0.7640
No log	1.8559	206	0.5159	0.7435	0.5159	0.7182
No log	1.8739	208	0.5042	0.7443	0.5042	0.7101
No log	1.8919	210	0.5394	0.7676	0.5394	0.7345
No log	1.9099	212	0.6802	0.7039	0.6802	0.8247
No log	1.9279	214	0.8104	0.6357	0.8104	0.9002
No log	1.9459	216	0.8027	0.6395	0.8027	0.8960
No log	1.9640	218	0.9173	0.5950	0.9173	0.9578
No log	1.9820	220	0.9198	0.5954	0.9198	0.9590
No log	2.0	222	0.8682	0.6147	0.8682	0.9318
No log	2.0180	224	0.6510	0.7225	0.6510	0.8068
No log	2.0360	226	0.5609	0.7400	0.5609	0.7489
No log	2.0541	228	0.5595	0.7275	0.5595	0.7480
No log	2.0721	230	0.5588	0.7269	0.5588	0.7475
No log	2.0901	232	0.5444	0.7353	0.5444	0.7378
No log	2.1081	234	0.5405	0.7371	0.5405	0.7352
No log	2.1261	236	0.5379	0.7298	0.5379	0.7334
No log	2.1441	238	0.5353	0.7255	0.5353	0.7316
No log	2.1622	240	0.5340	0.7272	0.5340	0.7308
No log	2.1802	242	0.5394	0.7323	0.5394	0.7345
No log	2.1982	244	0.5426	0.7186	0.5426	0.7366
No log	2.2162	246	0.5483	0.7186	0.5483	0.7404
No log	2.2342	248	0.5790	0.7168	0.5790	0.7609
No log	2.2523	250	0.5712	0.7269	0.5712	0.7557
No log	2.2703	252	0.5658	0.7219	0.5658	0.7522
No log	2.2883	254	0.5665	0.7129	0.5665	0.7527
No log	2.3063	256	0.5674	0.7237	0.5674	0.7532
No log	2.3243	258	0.5798	0.7167	0.5798	0.7615
No log	2.3423	260	0.6225	0.7147	0.6225	0.7890
No log	2.3604	262	0.6940	0.7141	0.6940	0.8331
No log	2.3784	264	0.7055	0.7040	0.7055	0.8399
No log	2.3964	266	0.7122	0.6696	0.7122	0.8439
No log	2.4144	268	0.7020	0.6676	0.7020	0.8379
No log	2.4324	270	0.6579	0.7028	0.6579	0.8111
No log	2.4505	272	0.6042	0.7028	0.6042	0.7773
No log	2.4685	274	0.5915	0.7148	0.5915	0.7691
No log	2.4865	276	0.5905	0.7284	0.5905	0.7685
No log	2.5045	278	0.6116	0.7327	0.6116	0.7820
No log	2.5225	280	0.5955	0.7555	0.5955	0.7717
No log	2.5405	282	0.5840	0.7122	0.5840	0.7642
No log	2.5586	284	0.5981	0.7100	0.5981	0.7734
No log	2.5766	286	0.6106	0.7400	0.6106	0.7814
No log	2.5946	288	0.6593	0.7118	0.6593	0.8120
No log	2.6126	290	0.6402	0.7223	0.6402	0.8001
No log	2.6306	292	0.5962	0.7469	0.5962	0.7721
No log	2.6486	294	0.5953	0.7399	0.5953	0.7715
No log	2.6667	296	0.6367	0.7484	0.6367	0.7979
No log	2.6847	298	0.6672	0.7312	0.6672	0.8168
No log	2.7027	300	0.6227	0.7479	0.6227	0.7891
No log	2.7207	302	0.5962	0.7679	0.5962	0.7722
No log	2.7387	304	0.5979	0.7579	0.5979	0.7733
No log	2.7568	306	0.6081	0.7479	0.6081	0.7798
No log	2.7748	308	0.7040	0.7055	0.7040	0.8390
No log	2.7928	310	0.8100	0.6591	0.8100	0.9000
No log	2.8108	312	0.8979	0.6156	0.8979	0.9476
No log	2.8288	314	0.7607	0.6659	0.7607	0.8722
No log	2.8468	316	0.5594	0.7582	0.5594	0.7479
No log	2.8649	318	0.5638	0.7367	0.5638	0.7509
No log	2.8829	320	0.5581	0.7478	0.5581	0.7471
No log	2.9009	322	0.5467	0.7385	0.5467	0.7394
No log	2.9189	324	0.5520	0.7447	0.5520	0.7430
No log	2.9369	326	0.5620	0.7447	0.5620	0.7497
No log	2.9550	328	0.5705	0.7580	0.5705	0.7553
No log	2.9730	330	0.5918	0.7391	0.5918	0.7693
No log	2.9910	332	0.6121	0.7274	0.6121	0.7824
No log	3.0090	334	0.6116	0.7399	0.6116	0.7821
No log	3.0270	336	0.6432	0.7185	0.6432	0.8020
No log	3.0450	338	0.6493	0.7297	0.6493	0.8058
No log	3.0631	340	0.6529	0.7308	0.6529	0.8080
No log	3.0811	342	0.6554	0.7145	0.6554	0.8096
No log	3.0991	344	0.6601	0.7138	0.6601	0.8125
No log	3.1171	346	0.6920	0.7015	0.6920	0.8319
No log	3.1351	348	0.6825	0.7147	0.6825	0.8261
No log	3.1532	350	0.6853	0.6741	0.6853	0.8278
No log	3.1712	352	0.6933	0.6673	0.6933	0.8326
No log	3.1892	354	0.6550	0.6823	0.6550	0.8094
No log	3.2072	356	0.6426	0.7338	0.6426	0.8016
No log	3.2252	358	0.6289	0.7273	0.6289	0.7931
No log	3.2432	360	0.6435	0.7216	0.6435	0.8022
No log	3.2613	362	0.6908	0.6676	0.6908	0.8312
No log	3.2793	364	0.6613	0.6963	0.6613	0.8132
No log	3.2973	366	0.6391	0.7071	0.6391	0.7995
No log	3.3153	368	0.5957	0.7155	0.5957	0.7718
No log	3.3333	370	0.5829	0.7186	0.5829	0.7635
No log	3.3514	372	0.6390	0.6564	0.6390	0.7994
No log	3.3694	374	0.6625	0.6704	0.6625	0.8139
No log	3.3874	376	0.6138	0.7327	0.6138	0.7834
No log	3.4054	378	0.5945	0.7306	0.5945	0.7710
No log	3.4234	380	0.6246	0.7234	0.6246	0.7903
No log	3.4414	382	0.6304	0.7116	0.6304	0.7940
No log	3.4595	384	0.6332	0.7116	0.6332	0.7957
No log	3.4775	386	0.6261	0.7147	0.6261	0.7913
No log	3.4955	388	0.6252	0.7251	0.6252	0.7907
No log	3.5135	390	0.6255	0.7324	0.6255	0.7909
No log	3.5315	392	0.6288	0.7431	0.6288	0.7930
No log	3.5495	394	0.6244	0.7467	0.6244	0.7902
No log	3.5676	396	0.6201	0.7443	0.6201	0.7875
No log	3.5856	398	0.6177	0.7381	0.6177	0.7859
No log	3.6036	400	0.6156	0.7281	0.6156	0.7846
No log	3.6216	402	0.6303	0.7178	0.6303	0.7939
No log	3.6396	404	0.6084	0.7342	0.6084	0.7800
No log	3.6577	406	0.5958	0.7310	0.5958	0.7719
No log	3.6757	408	0.6035	0.7374	0.6035	0.7769
No log	3.6937	410	0.6213	0.7120	0.6213	0.7882
No log	3.7117	412	0.6800	0.6529	0.6800	0.8246
No log	3.7297	414	0.7285	0.6298	0.7285	0.8535
No log	3.7477	416	0.7774	0.6228	0.7774	0.8817
No log	3.7658	418	0.7054	0.6356	0.7054	0.8399
No log	3.7838	420	0.6395	0.6269	0.6395	0.7997
No log	3.8018	422	0.6249	0.6579	0.6249	0.7905
No log	3.8198	424	0.6182	0.6817	0.6182	0.7862
No log	3.8378	426	0.6154	0.7080	0.6154	0.7845
No log	3.8559	428	0.6593	0.6510	0.6593	0.8120
No log	3.8739	430	0.7698	0.6585	0.7698	0.8774
No log	3.8919	432	0.7989	0.6387	0.7989	0.8938
No log	3.9099	434	0.7516	0.6418	0.7516	0.8670
No log	3.9279	436	0.6536	0.6768	0.6536	0.8085
No log	3.9459	438	0.5918	0.7179	0.5918	0.7693
No log	3.9640	440	0.6195	0.7155	0.6195	0.7871
No log	3.9820	442	0.6292	0.7263	0.6292	0.7932
No log	4.0	444	0.5925	0.7399	0.5925	0.7698
No log	4.0180	446	0.5757	0.7263	0.5757	0.7587
No log	4.0360	448	0.6194	0.7014	0.6194	0.7870
No log	4.0541	450	0.6231	0.6885	0.6231	0.7893
No log	4.0721	452	0.5929	0.7136	0.5929	0.7700
No log	4.0901	454	0.5591	0.7376	0.5591	0.7477
No log	4.1081	456	0.5817	0.7301	0.5817	0.7627
No log	4.1261	458	0.5881	0.7301	0.5881	0.7669
No log	4.1441	460	0.5662	0.7176	0.5662	0.7525
No log	4.1622	462	0.5629	0.7281	0.5629	0.7502
No log	4.1802	464	0.5695	0.7127	0.5695	0.7546
No log	4.1982	466	0.5847	0.7337	0.5847	0.7647
No log	4.2162	468	0.5833	0.7359	0.5833	0.7637
No log	4.2342	470	0.6164	0.7146	0.6164	0.7851
No log	4.2523	472	0.6622	0.6931	0.6622	0.8137
No log	4.2703	474	0.7350	0.6647	0.7350	0.8573
No log	4.2883	476	0.7507	0.6785	0.7507	0.8664
No log	4.3063	478	0.6763	0.6771	0.6763	0.8224
No log	4.3243	480	0.6224	0.6874	0.6224	0.7889
No log	4.3423	482	0.6283	0.6795	0.6283	0.7927
No log	4.3604	484	0.6525	0.6770	0.6525	0.8078
No log	4.3784	486	0.6558	0.6790	0.6558	0.8098
No log	4.3964	488	0.6122	0.6795	0.6122	0.7824
No log	4.4144	490	0.5711	0.7115	0.5711	0.7557
No log	4.4324	492	0.5653	0.7255	0.5653	0.7519
No log	4.4505	494	0.5618	0.7279	0.5618	0.7496
No log	4.4685	496	0.5609	0.7312	0.5609	0.7490
No log	4.4865	498	0.5777	0.7128	0.5777	0.7601
0.4239	4.5045	500	0.5824	0.7067	0.5824	0.7632
0.4239	4.5225	502	0.6071	0.6984	0.6071	0.7792
0.4239	4.5405	504	0.6188	0.6971	0.6188	0.7866
0.4239	4.5586	506	0.6137	0.6893	0.6137	0.7834
0.4239	4.5766	508	0.6189	0.6842	0.6189	0.7867
0.4239	4.5946	510	0.6157	0.6998	0.6157	0.7846
0.4239	4.6126	512	0.5918	0.7305	0.5918	0.7693
0.4239	4.6306	514	0.5731	0.7123	0.5731	0.7570
0.4239	4.6486	516	0.5672	0.7391	0.5672	0.7531
0.4239	4.6667	518	0.5449	0.7425	0.5449	0.7381
0.4239	4.6847	520	0.5345	0.7296	0.5345	0.7311
0.4239	4.7027	522	0.5422	0.7418	0.5422	0.7364
0.4239	4.7207	524	0.5402	0.7437	0.5402	0.7350
0.4239	4.7387	526	0.5297	0.7541	0.5297	0.7278
0.4239	4.7568	528	0.5486	0.7325	0.5486	0.7406
0.4239	4.7748	530	0.5706	0.7049	0.5706	0.7554
0.4239	4.7928	532	0.5854	0.6889	0.5854	0.7651
0.4239	4.8108	534	0.6098	0.6689	0.6098	0.7809
0.4239	4.8288	536	0.6042	0.6763	0.6042	0.7773
0.4239	4.8468	538	0.5797	0.7047	0.5797	0.7614
0.4239	4.8649	540	0.5643	0.7147	0.5643	0.7512
0.4239	4.8829	542	0.5991	0.7253	0.5991	0.7740
0.4239	4.9009	544	0.6201	0.7121	0.6201	0.7875
0.4239	4.9189	546	0.6248	0.7091	0.6248	0.7904
0.4239	4.9369	548	0.6347	0.6938	0.6347	0.7967
0.4239	4.9550	550	0.6045	0.7472	0.6045	0.7775
0.4239	4.9730	552	0.5689	0.7381	0.5689	0.7543
0.4239	4.9910	554	0.5610	0.7369	0.5610	0.7490
0.4239	5.0090	556	0.5584	0.7553	0.5584	0.7472
0.4239	5.0270	558	0.5617	0.7418	0.5617	0.7495
0.4239	5.0450	560	0.5581	0.7370	0.5581	0.7470
0.4239	5.0631	562	0.5771	0.7420	0.5771	0.7597
0.4239	5.0811	564	0.6148	0.7552	0.6148	0.7841
0.4239	5.0991	566	0.6667	0.6748	0.6667	0.8165
0.4239	5.1171	568	0.7014	0.6761	0.7014	0.8375
0.4239	5.1351	570	0.6638	0.6754	0.6638	0.8147
0.4239	5.1532	572	0.5846	0.7511	0.5846	0.7646
0.4239	5.1712	574	0.5408	0.7603	0.5408	0.7354
0.4239	5.1892	576	0.5333	0.7504	0.5333	0.7302
0.4239	5.2072	578	0.5332	0.7602	0.5332	0.7302
0.4239	5.2252	580	0.5332	0.7504	0.5332	0.7302
0.4239	5.2432	582	0.5422	0.7629	0.5422	0.7363
0.4239	5.2613	584	0.5744	0.7286	0.5744	0.7579
0.4239	5.2793	586	0.6194	0.6858	0.6194	0.7870
0.4239	5.2973	588	0.6099	0.6964	0.6099	0.7809
0.4239	5.3153	590	0.5733	0.7631	0.5733	0.7571
0.4239	5.3333	592	0.5491	0.7494	0.5491	0.7410
0.4239	5.3514	594	0.5444	0.7510	0.5444	0.7378
0.4239	5.3694	596	0.5439	0.7520	0.5439	0.7375
0.4239	5.3874	598	0.5478	0.7280	0.5478	0.7402
0.4239	5.4054	600	0.5457	0.7470	0.5457	0.7387
0.4239	5.4234	602	0.5479	0.7424	0.5479	0.7402
0.4239	5.4414	604	0.5596	0.7598	0.5596	0.7481
0.4239	5.4595	606	0.5560	0.7598	0.5560	0.7457
0.4239	5.4775	608	0.5489	0.7676	0.5489	0.7409
0.4239	5.4955	610	0.5373	0.7323	0.5373	0.7330
0.4239	5.5135	612	0.5418	0.7344	0.5418	0.7360
0.4239	5.5315	614	0.5463	0.7536	0.5463	0.7392
0.4239	5.5495	616	0.5408	0.7508	0.5408	0.7354
0.4239	5.5676	618	0.5420	0.7566	0.5420	0.7362
0.4239	5.5856	620	0.5448	0.7520	0.5448	0.7381
0.4239	5.6036	622	0.5497	0.7521	0.5497	0.7414
0.4239	5.6216	624	0.5592	0.7509	0.5592	0.7478
0.4239	5.6396	626	0.5578	0.7521	0.5578	0.7469
0.4239	5.6577	628	0.5625	0.7406	0.5625	0.75
0.4239	5.6757	630	0.5755	0.7423	0.5755	0.7586
0.4239	5.6937	632	0.5904	0.7414	0.5904	0.7684
0.4239	5.7117	634	0.5898	0.7494	0.5898	0.7680
0.4239	5.7297	636	0.5816	0.7457	0.5816	0.7626
0.4239	5.7477	638	0.5835	0.7489	0.5835	0.7639
0.4239	5.7658	640	0.5894	0.7565	0.5894	0.7677
0.4239	5.7838	642	0.6081	0.7433	0.6081	0.7798
0.4239	5.8018	644	0.6159	0.7410	0.6159	0.7848
0.4239	5.8198	646	0.6360	0.7243	0.6360	0.7975
0.4239	5.8378	648	0.6274	0.7252	0.6274	0.7921
0.4239	5.8559	650	0.6158	0.7211	0.6158	0.7847
0.4239	5.8739	652	0.5930	0.7407	0.5930	0.7701
0.4239	5.8919	654	0.5708	0.7506	0.5708	0.7555
0.4239	5.9099	656	0.5573	0.7387	0.5573	0.7465
0.4239	5.9279	658	0.5676	0.7519	0.5676	0.7534
0.4239	5.9459	660	0.5721	0.7547	0.5721	0.7564
0.4239	5.9640	662	0.5580	0.7382	0.5580	0.7470
0.4239	5.9820	664	0.5490	0.7394	0.5490	0.7409
0.4239	6.0	666	0.5460	0.7616	0.5460	0.7389
0.4239	6.0180	668	0.5589	0.7574	0.5589	0.7476
0.4239	6.0360	670	0.5704	0.7454	0.5704	0.7553
0.4239	6.0541	672	0.5820	0.7485	0.5820	0.7629
0.4239	6.0721	674	0.6012	0.7365	0.6012	0.7753
0.4239	6.0901	676	0.5953	0.7414	0.5953	0.7715
0.4239	6.1081	678	0.5844	0.7465	0.5844	0.7644
0.4239	6.1261	680	0.5654	0.7250	0.5654	0.7520
0.4239	6.1441	682	0.5576	0.7149	0.5576	0.7467
0.4239	6.1622	684	0.5557	0.7260	0.5557	0.7455
0.4239	6.1802	686	0.5557	0.7407	0.5557	0.7455
0.4239	6.1982	688	0.5533	0.7310	0.5533	0.7439
0.4239	6.2162	690	0.5593	0.7452	0.5593	0.7479
0.4239	6.2342	692	0.5741	0.7385	0.5741	0.7577
0.4239	6.2523	694	0.5774	0.7202	0.5774	0.7599
0.4239	6.2703	696	0.5757	0.7257	0.5757	0.7588
0.4239	6.2883	698	0.5677	0.6980	0.5677	0.7535
0.4239	6.3063	700	0.5631	0.7407	0.5631	0.7504
0.4239	6.3243	702	0.5635	0.7407	0.5635	0.7507
0.4239	6.3423	704	0.5594	0.7424	0.5594	0.7479
0.4239	6.3604	706	0.5617	0.7410	0.5617	0.7495
0.4239	6.3784	708	0.5651	0.7515	0.5651	0.7517
0.4239	6.3964	710	0.5740	0.7594	0.5740	0.7576
0.4239	6.4144	712	0.5898	0.7555	0.5898	0.7680
0.4239	6.4324	714	0.5954	0.7537	0.5954	0.7716
0.4239	6.4505	716	0.5831	0.7650	0.5831	0.7636
0.4239	6.4685	718	0.5729	0.7641	0.5729	0.7569
0.4239	6.4865	720	0.5688	0.7641	0.5688	0.7542
0.4239	6.5045	722	0.5634	0.7565	0.5634	0.7506
0.4239	6.5225	724	0.5610	0.7565	0.5610	0.7490
0.4239	6.5405	726	0.5542	0.7524	0.5542	0.7445
0.4239	6.5586	728	0.5515	0.7508	0.5515	0.7426
0.4239	6.5766	730	0.5499	0.7458	0.5499	0.7416
0.4239	6.5946	732	0.5517	0.7493	0.5517	0.7428
0.4239	6.6126	734	0.5541	0.7487	0.5541	0.7444
0.4239	6.6306	736	0.5571	0.7551	0.5571	0.7464
0.4239	6.6486	738	0.5627	0.7545	0.5627	0.7501
0.4239	6.6667	740	0.5621	0.7526	0.5621	0.7497
0.4239	6.6847	742	0.5534	0.7484	0.5534	0.7439
0.4239	6.7027	744	0.5491	0.7626	0.5491	0.7410
0.4239	6.7207	746	0.5468	0.7712	0.5468	0.7394
0.4239	6.7387	748	0.5520	0.7786	0.5520	0.7430
0.4239	6.7568	750	0.5591	0.7695	0.5591	0.7478
0.4239	6.7748	752	0.5697	0.7650	0.5697	0.7548
0.4239	6.7928	754	0.5854	0.7595	0.5854	0.7651
0.4239	6.8108	756	0.6051	0.7290	0.6051	0.7779
0.4239	6.8288	758	0.5997	0.7456	0.5997	0.7744
0.4239	6.8468	760	0.5856	0.7565	0.5856	0.7652
0.4239	6.8649	762	0.5720	0.7499	0.5720	0.7563
0.4239	6.8829	764	0.5647	0.7399	0.5647	0.7514
0.4239	6.9009	766	0.5624	0.7447	0.5624	0.7499
0.4239	6.9189	768	0.5576	0.7596	0.5576	0.7467
0.4239	6.9369	770	0.5571	0.7718	0.5571	0.7464
0.4239	6.9550	772	0.5582	0.7777	0.5582	0.7471
0.4239	6.9730	774	0.5587	0.7777	0.5587	0.7474
0.4239	6.9910	776	0.5639	0.7666	0.5639	0.7510
0.4239	7.0090	778	0.5676	0.7725	0.5676	0.7534
0.4239	7.0270	780	0.5796	0.7700	0.5796	0.7613
0.4239	7.0450	782	0.6010	0.7390	0.6010	0.7752
0.4239	7.0631	784	0.6092	0.7390	0.6092	0.7805
0.4239	7.0811	786	0.6044	0.7413	0.6044	0.7774
0.4239	7.0991	788	0.5980	0.7709	0.5980	0.7733
0.4239	7.1171	790	0.5865	0.7675	0.5865	0.7659
0.4239	7.1351	792	0.5814	0.7746	0.5814	0.7625
0.4239	7.1532	794	0.5773	0.7626	0.5773	0.7598
0.4239	7.1712	796	0.5711	0.7611	0.5711	0.7557
0.4239	7.1892	798	0.5752	0.7389	0.5752	0.7584
0.4239	7.2072	800	0.5914	0.6991	0.5914	0.7690
0.4239	7.2252	802	0.6009	0.6899	0.6009	0.7752
0.4239	7.2432	804	0.5981	0.6970	0.5981	0.7734
0.4239	7.2613	806	0.5842	0.7107	0.5842	0.7643
0.4239	7.2793	808	0.5730	0.7183	0.5730	0.7570
0.4239	7.2973	810	0.5733	0.7631	0.5733	0.7571
0.4239	7.3153	812	0.5735	0.7605	0.5735	0.7573
0.4239	7.3333	814	0.5697	0.7646	0.5697	0.7548
0.4239	7.3514	816	0.5755	0.7765	0.5755	0.7586
0.4239	7.3694	818	0.5825	0.7655	0.5825	0.7632
0.4239	7.3874	820	0.5793	0.7700	0.5793	0.7611
0.4239	7.4054	822	0.5670	0.7725	0.5670	0.7530
0.4239	7.4234	824	0.5568	0.7836	0.5568	0.7462
0.4239	7.4414	826	0.5534	0.7863	0.5534	0.7439
0.4239	7.4595	828	0.5499	0.7863	0.5499	0.7415
0.4239	7.4775	830	0.5499	0.7725	0.5499	0.7416
0.4239	7.4955	832	0.5520	0.7765	0.5520	0.7430
0.4239	7.5135	834	0.5504	0.7739	0.5504	0.7419
0.4239	7.5315	836	0.5477	0.7739	0.5477	0.7401
0.4239	7.5495	838	0.5575	0.7670	0.5575	0.7467
0.4239	7.5676	840	0.5839	0.7553	0.5839	0.7641
0.4239	7.5856	842	0.6035	0.7290	0.6035	0.7769
0.4239	7.6036	844	0.6035	0.7268	0.6035	0.7768
0.4239	7.6216	846	0.6076	0.7268	0.6076	0.7795
0.4239	7.6396	848	0.5896	0.7406	0.5896	0.7679
0.4239	7.6577	850	0.5696	0.7562	0.5696	0.7547
0.4239	7.6757	852	0.5650	0.7562	0.5650	0.7517
0.4239	7.6937	854	0.5722	0.7562	0.5722	0.7565
0.4239	7.7117	856	0.5749	0.7581	0.5749	0.7582
0.4239	7.7297	858	0.5749	0.7539	0.5749	0.7582
0.4239	7.7477	860	0.5732	0.7539	0.5732	0.7571
0.4239	7.7658	862	0.5762	0.7645	0.5762	0.7591
0.4239	7.7838	864	0.5671	0.7650	0.5671	0.7530
0.4239	7.8018	866	0.5634	0.7744	0.5634	0.7506
0.4239	7.8198	868	0.5645	0.7711	0.5645	0.7513
0.4239	7.8378	870	0.5666	0.7652	0.5666	0.7527
0.4239	7.8559	872	0.5707	0.7591	0.5707	0.7554
0.4239	7.8739	874	0.5741	0.7657	0.5741	0.7577
0.4239	7.8919	876	0.5778	0.7611	0.5778	0.7601
0.4239	7.9099	878	0.5776	0.7611	0.5776	0.7600
0.4239	7.9279	880	0.5779	0.7651	0.5779	0.7602
0.4239	7.9459	882	0.5717	0.7657	0.5717	0.7561
0.4239	7.9640	884	0.5695	0.7657	0.5695	0.7547
0.4239	7.9820	886	0.5719	0.7543	0.5719	0.7562
0.4239	8.0	888	0.5696	0.7625	0.5696	0.7547
0.4239	8.0180	890	0.5617	0.7563	0.5617	0.7495
0.4239	8.0360	892	0.5555	0.7570	0.5555	0.7453
0.4239	8.0541	894	0.5540	0.7543	0.5540	0.7443
0.4239	8.0721	896	0.5550	0.7605	0.5550	0.7450
0.4239	8.0901	898	0.5574	0.7574	0.5574	0.7466
0.4239	8.1081	900	0.5615	0.7585	0.5615	0.7493
0.4239	8.1261	902	0.5667	0.7585	0.5667	0.7528
0.4239	8.1441	904	0.5679	0.7561	0.5679	0.7536
0.4239	8.1622	906	0.5699	0.7537	0.5699	0.7549
0.4239	8.1802	908	0.5654	0.7581	0.5654	0.7519
0.4239	8.1982	910	0.5677	0.7581	0.5677	0.7535
0.4239	8.2162	912	0.5736	0.7492	0.5736	0.7573
0.4239	8.2342	914	0.5769	0.7468	0.5769	0.7595
0.4239	8.2523	916	0.5756	0.7486	0.5756	0.7587
0.4239	8.2703	918	0.5750	0.7437	0.5750	0.7583
0.4239	8.2883	920	0.5769	0.7437	0.5769	0.7595
0.4239	8.3063	922	0.5817	0.7300	0.5817	0.7627
0.4239	8.3243	924	0.5861	0.7293	0.5861	0.7656
0.4239	8.3423	926	0.5804	0.7317	0.5804	0.7618
0.4239	8.3604	928	0.5659	0.7467	0.5659	0.7523
0.4239	8.3784	930	0.5508	0.7687	0.5508	0.7422
0.4239	8.3964	932	0.5448	0.7689	0.5448	0.7381
0.4239	8.4144	934	0.5436	0.7476	0.5436	0.7373
0.4239	8.4324	936	0.5441	0.7412	0.5441	0.7376
0.4239	8.4505	938	0.5460	0.7412	0.5460	0.7389
0.4239	8.4685	940	0.5471	0.7495	0.5471	0.7396
0.4239	8.4865	942	0.5463	0.7579	0.5463	0.7391
0.4239	8.5045	944	0.5454	0.7579	0.5454	0.7385
0.4239	8.5225	946	0.5452	0.7579	0.5452	0.7384
0.4239	8.5405	948	0.5462	0.7515	0.5462	0.7390
0.4239	8.5586	950	0.5469	0.7515	0.5469	0.7395
0.4239	8.5766	952	0.5508	0.7621	0.5508	0.7421
0.4239	8.5946	954	0.5549	0.7502	0.5549	0.7449
0.4239	8.6126	956	0.5594	0.7630	0.5594	0.7479
0.4239	8.6306	958	0.5684	0.7582	0.5684	0.7539
0.4239	8.6486	960	0.5841	0.7435	0.5841	0.7643
0.4239	8.6667	962	0.6065	0.7224	0.6065	0.7788
0.4239	8.6847	964	0.6263	0.6988	0.6263	0.7914
0.4239	8.7027	966	0.6321	0.6988	0.6321	0.7951
0.4239	8.7207	968	0.6231	0.6988	0.6231	0.7894
0.4239	8.7387	970	0.6176	0.6923	0.6176	0.7859
0.4239	8.7568	972	0.6146	0.6995	0.6146	0.7839
0.4239	8.7748	974	0.6122	0.7100	0.6122	0.7824
0.4239	8.7928	976	0.6058	0.7146	0.6058	0.7784
0.4239	8.8108	978	0.5980	0.7107	0.5980	0.7733
0.4239	8.8288	980	0.5879	0.7393	0.5879	0.7668
0.4239	8.8468	982	0.5796	0.7423	0.5796	0.7613
0.4239	8.8649	984	0.5724	0.7609	0.5724	0.7566
0.4239	8.8829	986	0.5681	0.7609	0.5681	0.7537
0.4239	8.9009	988	0.5642	0.7676	0.5642	0.7511
0.4239	8.9189	990	0.5636	0.7767	0.5636	0.7507
0.4239	8.9369	992	0.5616	0.7753	0.5616	0.7494
0.4239	8.9550	994	0.5638	0.7767	0.5638	0.7508
0.4239	8.9730	996	0.5680	0.7741	0.5680	0.7537
0.4239	8.9910	998	0.5742	0.7695	0.5742	0.7578
0.0687	9.0090	1000	0.5822	0.7561	0.5822	0.7630
0.0687	9.0270	1002	0.5876	0.7443	0.5876	0.7665
0.0687	9.0450	1004	0.5914	0.7251	0.5914	0.7690
0.0687	9.0631	1006	0.5928	0.7385	0.5928	0.7699
0.0687	9.0811	1008	0.5922	0.7385	0.5922	0.7696
0.0687	9.0991	1010	0.5884	0.76	0.5884	0.7671
0.0687	9.1171	1012	0.5859	0.76	0.5859	0.7655
0.0687	9.1351	1014	0.5829	0.76	0.5829	0.7635
0.0687	9.1532	1016	0.5789	0.7645	0.5789	0.7609
0.0687	9.1712	1018	0.5754	0.7630	0.5754	0.7585
0.0687	9.1892	1020	0.5728	0.7741	0.5728	0.7569
0.0687	9.2072	1022	0.5738	0.7630	0.5738	0.7575
0.0687	9.2252	1024	0.5789	0.7604	0.5789	0.7608
0.0687	9.2432	1026	0.5835	0.7441	0.5835	0.7638
0.0687	9.2613	1028	0.5840	0.7441	0.5840	0.7642
0.0687	9.2793	1030	0.5876	0.7441	0.5876	0.7665
0.0687	9.2973	1032	0.5895	0.7393	0.5895	0.7678
0.0687	9.3153	1034	0.5878	0.7393	0.5878	0.7667
0.0687	9.3333	1036	0.5835	0.7393	0.5835	0.7639
0.0687	9.3514	1038	0.5781	0.7467	0.5781	0.7603
0.0687	9.3694	1040	0.5717	0.7584	0.5717	0.7561
0.0687	9.3874	1042	0.5677	0.7650	0.5677	0.7535
0.0687	9.4054	1044	0.5653	0.7721	0.5653	0.7519
0.0687	9.4234	1046	0.5652	0.7721	0.5652	0.7518
0.0687	9.4414	1048	0.5665	0.7650	0.5665	0.7527
0.0687	9.4595	1050	0.5686	0.7650	0.5686	0.7541
0.0687	9.4775	1052	0.5699	0.7650	0.5699	0.7549
0.0687	9.4955	1054	0.5732	0.7604	0.5732	0.7571
0.0687	9.5135	1056	0.5768	0.7513	0.5768	0.7595
0.0687	9.5315	1058	0.5797	0.7399	0.5797	0.7614
0.0687	9.5495	1060	0.5829	0.7393	0.5829	0.7635
0.0687	9.5676	1062	0.5873	0.7369	0.5873	0.7663
0.0687	9.5856	1064	0.5908	0.7369	0.5908	0.7687
0.0687	9.6036	1066	0.5916	0.7409	0.5916	0.7692
0.0687	9.6216	1068	0.5930	0.7409	0.5930	0.7700
0.0687	9.6396	1070	0.5935	0.7409	0.5935	0.7704
0.0687	9.6577	1072	0.5951	0.7214	0.5951	0.7714
0.0687	9.6757	1074	0.5949	0.7409	0.5949	0.7713
0.0687	9.6937	1076	0.5955	0.7214	0.5955	0.7717
0.0687	9.7117	1078	0.5947	0.7409	0.5947	0.7712
0.0687	9.7297	1080	0.5945	0.7409	0.5945	0.7710
0.0687	9.7477	1082	0.5936	0.7409	0.5936	0.7704
0.0687	9.7658	1084	0.5931	0.7409	0.5931	0.7701
0.0687	9.7838	1086	0.5943	0.7409	0.5943	0.7709
0.0687	9.8018	1088	0.5942	0.7409	0.5942	0.7709
0.0687	9.8198	1090	0.5945	0.7409	0.5945	0.7711
0.0687	9.8378	1092	0.5946	0.7409	0.5946	0.7711
0.0687	9.8559	1094	0.5937	0.7409	0.5937	0.7705
0.0687	9.8739	1096	0.5922	0.7409	0.5922	0.7696
0.0687	9.8919	1098	0.5910	0.7369	0.5910	0.7688
0.0687	9.9099	1100	0.5900	0.7369	0.5900	0.7681
0.0687	9.9279	1102	0.5893	0.7369	0.5893	0.7676
0.0687	9.9459	1104	0.5887	0.7369	0.5887	0.7673
0.0687	9.9640	1106	0.5882	0.7369	0.5882	0.7670
0.0687	9.9820	1108	0.5879	0.7369	0.5879	0.7667
0.0687	10.0	1110	0.5877	0.7369	0.5877	0.7666

Framework versions

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