ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k19_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: 0.5559
• Qwk: 0.7561
• Mse: 0.5559
• Rmse: 0.7456

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	0.0213	2	5.3983	-0.0125	5.3983	2.3234
No log	0.0426	4	3.3606	0.0775	3.3606	1.8332
No log	0.0638	6	2.1995	0.1560	2.1995	1.4831
No log	0.0851	8	1.5541	0.0894	1.5541	1.2467
No log	0.1064	10	1.3438	0.1021	1.3438	1.1592
No log	0.1277	12	1.2344	0.2992	1.2344	1.1110
No log	0.1489	14	1.3958	0.1662	1.3958	1.1815
No log	0.1702	16	1.6140	0.0483	1.6140	1.2704
No log	0.1915	18	1.6499	0.1124	1.6499	1.2845
No log	0.2128	20	1.2340	0.2497	1.2340	1.1109
No log	0.2340	22	1.1323	0.3862	1.1323	1.0641
No log	0.2553	24	1.3870	0.1934	1.3870	1.1777
No log	0.2766	26	1.5217	0.1611	1.5217	1.2336
No log	0.2979	28	1.4260	0.1547	1.4260	1.1941
No log	0.3191	30	1.8353	0.1553	1.8353	1.3547
No log	0.3404	32	1.8980	0.1597	1.8980	1.3777
No log	0.3617	34	1.4464	0.1881	1.4464	1.2027
No log	0.3830	36	1.2334	0.2343	1.2334	1.1106
No log	0.4043	38	1.3824	0.1600	1.3824	1.1758
No log	0.4255	40	1.4143	0.1762	1.4143	1.1892
No log	0.4468	42	1.3448	0.1960	1.3448	1.1597
No log	0.4681	44	1.2412	0.2608	1.2412	1.1141
No log	0.4894	46	0.9277	0.4213	0.9277	0.9632
No log	0.5106	48	0.8286	0.4800	0.8286	0.9102
No log	0.5319	50	0.7858	0.4675	0.7858	0.8864
No log	0.5532	52	0.9013	0.5386	0.9013	0.9493
No log	0.5745	54	1.3062	0.376	1.3062	1.1429
No log	0.5957	56	1.2164	0.3995	1.2164	1.1029
No log	0.6170	58	0.8564	0.5680	0.8564	0.9254
No log	0.6383	60	0.7678	0.5422	0.7678	0.8763
No log	0.6596	62	0.9885	0.4185	0.9885	0.9942
No log	0.6809	64	0.9387	0.4102	0.9387	0.9689
No log	0.7021	66	0.7843	0.5154	0.7843	0.8856
No log	0.7234	68	1.2206	0.4116	1.2206	1.1048
No log	0.7447	70	1.6249	0.3201	1.6249	1.2747
No log	0.7660	72	1.4140	0.4081	1.4140	1.1891
No log	0.7872	74	0.9887	0.4830	0.9887	0.9943
No log	0.8085	76	0.8186	0.5679	0.8186	0.9048
No log	0.8298	78	0.7916	0.5654	0.7916	0.8897
No log	0.8511	80	0.8227	0.5663	0.8227	0.9070
No log	0.8723	82	0.9217	0.5371	0.9217	0.9600
No log	0.8936	84	0.8729	0.5768	0.8729	0.9343
No log	0.9149	86	0.9074	0.5810	0.9074	0.9526
No log	0.9362	88	0.7383	0.6272	0.7383	0.8593
No log	0.9574	90	0.6558	0.6856	0.6558	0.8098
No log	0.9787	92	0.6793	0.6915	0.6793	0.8242
No log	1.0	94	0.6895	0.6975	0.6895	0.8303
No log	1.0213	96	0.7267	0.6872	0.7267	0.8524
No log	1.0426	98	0.8328	0.6532	0.8328	0.9126
No log	1.0638	100	0.7258	0.6691	0.7258	0.8520
No log	1.0851	102	0.5962	0.7222	0.5962	0.7722
No log	1.1064	104	0.5885	0.6965	0.5885	0.7671
No log	1.1277	106	0.6526	0.7262	0.6526	0.8079
No log	1.1489	108	1.0022	0.5821	1.0022	1.0011
No log	1.1702	110	1.0618	0.5335	1.0618	1.0305
No log	1.1915	112	0.8765	0.5971	0.8765	0.9362
No log	1.2128	114	0.7635	0.6503	0.7635	0.8738
No log	1.2340	116	0.6372	0.6743	0.6372	0.7982
No log	1.2553	118	0.6622	0.6530	0.6622	0.8137
No log	1.2766	120	0.6700	0.6615	0.6700	0.8185
No log	1.2979	122	0.6666	0.6741	0.6666	0.8165
No log	1.3191	124	0.7286	0.6639	0.7286	0.8536
No log	1.3404	126	0.8065	0.5905	0.8065	0.8981
No log	1.3617	128	1.1423	0.5258	1.1423	1.0688
No log	1.3830	130	1.2258	0.5193	1.2258	1.1072
No log	1.4043	132	1.0447	0.5506	1.0447	1.0221
No log	1.4255	134	0.8209	0.5937	0.8209	0.9060
No log	1.4468	136	0.7551	0.6532	0.7551	0.8690
No log	1.4681	138	0.7039	0.6714	0.7039	0.8390
No log	1.4894	140	0.6716	0.7218	0.6716	0.8195
No log	1.5106	142	0.6522	0.7009	0.6522	0.8076
No log	1.5319	144	0.7339	0.6071	0.7339	0.8567
No log	1.5532	146	0.7822	0.6322	0.7822	0.8844
No log	1.5745	148	0.6996	0.6493	0.6996	0.8364
No log	1.5957	150	0.7812	0.6665	0.7812	0.8839
No log	1.6170	152	0.7939	0.6717	0.7939	0.8910
No log	1.6383	154	0.7236	0.6778	0.7236	0.8506
No log	1.6596	156	0.6029	0.7256	0.6029	0.7765
No log	1.6809	158	0.5984	0.7261	0.5984	0.7735
No log	1.7021	160	0.6083	0.7326	0.6083	0.7799
No log	1.7234	162	0.6008	0.7200	0.6008	0.7751
No log	1.7447	164	0.6232	0.7330	0.6232	0.7894
No log	1.7660	166	0.6620	0.7159	0.6620	0.8136
No log	1.7872	168	0.8010	0.6478	0.8010	0.8950
No log	1.8085	170	1.1717	0.5512	1.1717	1.0825
No log	1.8298	172	1.2878	0.5433	1.2878	1.1348
No log	1.8511	174	0.9057	0.6475	0.9057	0.9517
No log	1.8723	176	0.7821	0.6637	0.7821	0.8843
No log	1.8936	178	0.8136	0.6499	0.8136	0.9020
No log	1.9149	180	0.9653	0.6107	0.9653	0.9825
No log	1.9362	182	0.9352	0.6012	0.9352	0.9670
No log	1.9574	184	0.8693	0.6094	0.8693	0.9323
No log	1.9787	186	0.8437	0.6001	0.8437	0.9185
No log	2.0	188	0.7289	0.6228	0.7289	0.8538
No log	2.0213	190	0.6397	0.6904	0.6397	0.7998
No log	2.0426	192	0.6445	0.7288	0.6445	0.8028
No log	2.0638	194	0.6253	0.7152	0.6253	0.7908
No log	2.0851	196	0.6155	0.7158	0.6155	0.7845
No log	2.1064	198	0.5926	0.6958	0.5926	0.7698
No log	2.1277	200	0.8088	0.6171	0.8088	0.8993
No log	2.1489	202	0.8273	0.5895	0.8273	0.9095
No log	2.1702	204	0.6391	0.6953	0.6391	0.7994
No log	2.1915	206	0.7746	0.6852	0.7746	0.8801
No log	2.2128	208	1.0672	0.5637	1.0672	1.0331
No log	2.2340	210	1.0695	0.5527	1.0695	1.0342
No log	2.2553	212	0.8102	0.6972	0.8102	0.9001
No log	2.2766	214	0.6725	0.6939	0.6725	0.8201
No log	2.2979	216	0.7548	0.6314	0.7548	0.8688
No log	2.3191	218	0.7351	0.6126	0.7351	0.8574
No log	2.3404	220	0.6955	0.5899	0.6955	0.8340
No log	2.3617	222	0.7391	0.6117	0.7391	0.8597
No log	2.3830	224	0.8304	0.6133	0.8304	0.9113
No log	2.4043	226	0.9545	0.5935	0.9545	0.9770
No log	2.4255	228	0.8973	0.5891	0.8973	0.9472
No log	2.4468	230	0.7552	0.6368	0.7552	0.8690
No log	2.4681	232	0.6293	0.6409	0.6293	0.7933
No log	2.4894	234	0.6117	0.6698	0.6117	0.7821
No log	2.5106	236	0.6475	0.6732	0.6475	0.8047
No log	2.5319	238	0.7118	0.6639	0.7118	0.8437
No log	2.5532	240	0.7436	0.6361	0.7436	0.8623
No log	2.5745	242	0.6533	0.6688	0.6533	0.8083
No log	2.5957	244	0.6292	0.7164	0.6292	0.7932
No log	2.6170	246	0.6298	0.7366	0.6298	0.7936
No log	2.6383	248	0.6439	0.6963	0.6439	0.8025
No log	2.6596	250	0.6640	0.6811	0.6640	0.8149
No log	2.6809	252	0.7010	0.5992	0.7010	0.8372
No log	2.7021	254	0.8336	0.6184	0.8336	0.9130
No log	2.7234	256	0.9474	0.5966	0.9474	0.9733
No log	2.7447	258	0.9215	0.5966	0.9215	0.9600
No log	2.7660	260	0.8943	0.6003	0.8943	0.9457
No log	2.7872	262	0.8915	0.5935	0.8915	0.9442
No log	2.8085	264	0.8858	0.5935	0.8858	0.9412
No log	2.8298	266	0.7453	0.6052	0.7453	0.8633
No log	2.8511	268	0.6354	0.6786	0.6354	0.7971
No log	2.8723	270	0.6069	0.6526	0.6069	0.7790
No log	2.8936	272	0.6221	0.6378	0.6221	0.7887
No log	2.9149	274	0.7137	0.6156	0.7137	0.8448
No log	2.9362	276	0.8384	0.5961	0.8384	0.9156
No log	2.9574	278	0.8291	0.5961	0.8291	0.9105
No log	2.9787	280	0.6870	0.6588	0.6870	0.8289
No log	3.0	282	0.5729	0.7132	0.5729	0.7569
No log	3.0213	284	0.5848	0.7291	0.5848	0.7647
No log	3.0426	286	0.6223	0.7408	0.6223	0.7889
No log	3.0638	288	0.6360	0.7250	0.6360	0.7975
No log	3.0851	290	0.6078	0.7360	0.6078	0.7796
No log	3.1064	292	0.5978	0.7318	0.5978	0.7732
No log	3.1277	294	0.6156	0.7195	0.6156	0.7846
No log	3.1489	296	0.6010	0.7033	0.6010	0.7752
No log	3.1702	298	0.5816	0.7209	0.5816	0.7626
No log	3.1915	300	0.5893	0.7228	0.5893	0.7676
No log	3.2128	302	0.5812	0.7217	0.5812	0.7624
No log	3.2340	304	0.5914	0.6682	0.5914	0.7691
No log	3.2553	306	0.5854	0.6991	0.5854	0.7651
No log	3.2766	308	0.5899	0.7161	0.5899	0.7681
No log	3.2979	310	0.6305	0.6396	0.6305	0.7941
No log	3.3191	312	0.7428	0.6334	0.7428	0.8618
No log	3.3404	314	0.7208	0.6282	0.7208	0.8490
No log	3.3617	316	0.6198	0.6422	0.6198	0.7873
No log	3.3830	318	0.5994	0.6990	0.5994	0.7742
No log	3.4043	320	0.6138	0.6680	0.6138	0.7834
No log	3.4255	322	0.6668	0.6650	0.6668	0.8166
No log	3.4468	324	0.6877	0.6473	0.6877	0.8293
No log	3.4681	326	0.6393	0.6338	0.6393	0.7996
No log	3.4894	328	0.6018	0.6701	0.6018	0.7758
No log	3.5106	330	0.6108	0.6900	0.6108	0.7815
No log	3.5319	332	0.6164	0.6864	0.6164	0.7851
No log	3.5532	334	0.6207	0.6368	0.6207	0.7879
No log	3.5745	336	0.6544	0.6472	0.6544	0.8090
No log	3.5957	338	0.6890	0.6453	0.6890	0.8301
No log	3.6170	340	0.6610	0.6463	0.6610	0.8130
No log	3.6383	342	0.6138	0.6431	0.6138	0.7835
No log	3.6596	344	0.6401	0.6938	0.6401	0.8001
No log	3.6809	346	0.6881	0.7108	0.6881	0.8295
No log	3.7021	348	0.6356	0.6985	0.6356	0.7972
No log	3.7234	350	0.5955	0.6966	0.5955	0.7717
No log	3.7447	352	0.6545	0.6679	0.6545	0.8090
No log	3.7660	354	0.6637	0.6565	0.6637	0.8147
No log	3.7872	356	0.6119	0.6646	0.6119	0.7823
No log	3.8085	358	0.5851	0.7026	0.5851	0.7649
No log	3.8298	360	0.5892	0.7143	0.5892	0.7676
No log	3.8511	362	0.5956	0.6984	0.5956	0.7717
No log	3.8723	364	0.6292	0.6521	0.6292	0.7932
No log	3.8936	366	0.7062	0.6467	0.7062	0.8403
No log	3.9149	368	0.7000	0.6632	0.7000	0.8367
No log	3.9362	370	0.6202	0.6841	0.6202	0.7875
No log	3.9574	372	0.5905	0.7263	0.5905	0.7685
No log	3.9787	374	0.6374	0.7441	0.6374	0.7984
No log	4.0	376	0.6564	0.7551	0.6564	0.8102
No log	4.0213	378	0.6216	0.7224	0.6216	0.7884
No log	4.0426	380	0.6229	0.7294	0.6229	0.7893
No log	4.0638	382	0.6274	0.7427	0.6274	0.7921
No log	4.0851	384	0.6125	0.7367	0.6125	0.7826
No log	4.1064	386	0.5956	0.7256	0.5956	0.7717
No log	4.1277	388	0.6053	0.7224	0.6053	0.7780
No log	4.1489	390	0.6726	0.7217	0.6726	0.8201
No log	4.1702	392	0.7835	0.6867	0.7835	0.8852
No log	4.1915	394	0.8049	0.6623	0.8049	0.8972
No log	4.2128	396	0.7423	0.7073	0.7423	0.8616
No log	4.2340	398	0.6177	0.7211	0.6177	0.7859
No log	4.2553	400	0.5688	0.7041	0.5688	0.7542
No log	4.2766	402	0.5719	0.6665	0.5719	0.7562
No log	4.2979	404	0.5652	0.7165	0.5652	0.7518
No log	4.3191	406	0.5784	0.7213	0.5784	0.7606
No log	4.3404	408	0.6401	0.7246	0.6401	0.8000
No log	4.3617	410	0.6469	0.7386	0.6469	0.8043
No log	4.3830	412	0.5943	0.7480	0.5943	0.7709
No log	4.4043	414	0.5839	0.7280	0.5839	0.7641
No log	4.4255	416	0.6239	0.6797	0.6239	0.7899
No log	4.4468	418	0.6249	0.6797	0.6249	0.7905
No log	4.4681	420	0.6102	0.7140	0.6102	0.7811
No log	4.4894	422	0.5959	0.7280	0.5959	0.7720
No log	4.5106	424	0.5884	0.7339	0.5884	0.7671
No log	4.5319	426	0.5848	0.7339	0.5848	0.7647
No log	4.5532	428	0.5783	0.7384	0.5783	0.7605
No log	4.5745	430	0.5805	0.6988	0.5805	0.7619
No log	4.5957	432	0.5943	0.6830	0.5943	0.7709
No log	4.6170	434	0.5797	0.6830	0.5797	0.7614
No log	4.6383	436	0.5763	0.6830	0.5763	0.7592
No log	4.6596	438	0.5673	0.7028	0.5673	0.7532
No log	4.6809	440	0.5677	0.7043	0.5677	0.7535
No log	4.7021	442	0.5701	0.6987	0.5701	0.7551
No log	4.7234	444	0.5788	0.7174	0.5788	0.7608
No log	4.7447	446	0.5849	0.7216	0.5849	0.7648
No log	4.7660	448	0.5773	0.7163	0.5773	0.7598
No log	4.7872	450	0.5591	0.7357	0.5591	0.7477
No log	4.8085	452	0.5712	0.6818	0.5712	0.7558
No log	4.8298	454	0.5922	0.6767	0.5922	0.7695
No log	4.8511	456	0.6008	0.6881	0.6008	0.7751
No log	4.8723	458	0.5850	0.6866	0.5850	0.7649
No log	4.8936	460	0.5577	0.6758	0.5577	0.7468
No log	4.9149	462	0.5478	0.7333	0.5478	0.7401
No log	4.9362	464	0.5496	0.7412	0.5496	0.7414
No log	4.9574	466	0.5455	0.7287	0.5455	0.7386
No log	4.9787	468	0.5479	0.7327	0.5479	0.7402
No log	5.0	470	0.5536	0.7266	0.5536	0.7441
No log	5.0213	472	0.5694	0.7278	0.5694	0.7546
No log	5.0426	474	0.6034	0.7258	0.6034	0.7768
No log	5.0638	476	0.6129	0.7235	0.6129	0.7829
No log	5.0851	478	0.5767	0.7295	0.5767	0.7594
No log	5.1064	480	0.5450	0.7495	0.5450	0.7383
No log	5.1277	482	0.5410	0.7433	0.5410	0.7355
No log	5.1489	484	0.5445	0.7504	0.5445	0.7379
No log	5.1702	486	0.5410	0.7437	0.5410	0.7355
No log	5.1915	488	0.5403	0.7498	0.5403	0.7350
No log	5.2128	490	0.5416	0.7559	0.5416	0.7359
No log	5.2340	492	0.5396	0.7540	0.5396	0.7345
No log	5.2553	494	0.5436	0.7538	0.5436	0.7373
No log	5.2766	496	0.5673	0.7462	0.5673	0.7532
No log	5.2979	498	0.5721	0.7347	0.5721	0.7564
0.3975	5.3191	500	0.5929	0.7464	0.5929	0.7700
0.3975	5.3404	502	0.6072	0.7323	0.6072	0.7793
0.3975	5.3617	504	0.6257	0.7293	0.6257	0.7910
0.3975	5.3830	506	0.6210	0.7340	0.6210	0.7880
0.3975	5.4043	508	0.6108	0.7458	0.6108	0.7815
0.3975	5.4255	510	0.5732	0.7588	0.5732	0.7571
0.3975	5.4468	512	0.5607	0.7555	0.5607	0.7488
0.3975	5.4681	514	0.5610	0.7621	0.5610	0.7490
0.3975	5.4894	516	0.5973	0.7525	0.5973	0.7729
0.3975	5.5106	518	0.6655	0.7219	0.6655	0.8158
0.3975	5.5319	520	0.6925	0.7097	0.6925	0.8322
0.3975	5.5532	522	0.7014	0.7097	0.7014	0.8375
0.3975	5.5745	524	0.6679	0.7219	0.6679	0.8172
0.3975	5.5957	526	0.6262	0.7439	0.6262	0.7913
0.3975	5.6170	528	0.6072	0.7562	0.6072	0.7792
0.3975	5.6383	530	0.6056	0.7310	0.6056	0.7782
0.3975	5.6596	532	0.6082	0.7427	0.6082	0.7799
0.3975	5.6809	534	0.6187	0.7500	0.6187	0.7865
0.3975	5.7021	536	0.6245	0.7451	0.6245	0.7903
0.3975	5.7234	538	0.6121	0.7404	0.6121	0.7824
0.3975	5.7447	540	0.5791	0.7410	0.5791	0.7610
0.3975	5.7660	542	0.5723	0.7249	0.5723	0.7565
0.3975	5.7872	544	0.5771	0.7154	0.5771	0.7597
0.3975	5.8085	546	0.5737	0.7255	0.5737	0.7574
0.3975	5.8298	548	0.5916	0.6993	0.5916	0.7692
0.3975	5.8511	550	0.5967	0.6853	0.5967	0.7724
0.3975	5.8723	552	0.5848	0.6899	0.5848	0.7647
0.3975	5.8936	554	0.5753	0.7233	0.5753	0.7585
0.3975	5.9149	556	0.5826	0.6803	0.5826	0.7633
0.3975	5.9362	558	0.6006	0.6475	0.6006	0.7750
0.3975	5.9574	560	0.6040	0.6475	0.6040	0.7771
0.3975	5.9787	562	0.5897	0.6610	0.5897	0.7679
0.3975	6.0	564	0.5761	0.7243	0.5761	0.7590
0.3975	6.0213	566	0.5806	0.7427	0.5806	0.7620
0.3975	6.0426	568	0.5772	0.7474	0.5772	0.7597
0.3975	6.0638	570	0.5660	0.7415	0.5660	0.7523
0.3975	6.0851	572	0.5632	0.7478	0.5632	0.7505
0.3975	6.1064	574	0.5653	0.7491	0.5653	0.7519
0.3975	6.1277	576	0.5619	0.7601	0.5619	0.7496
0.3975	6.1489	578	0.5649	0.7555	0.5649	0.7516
0.3975	6.1702	580	0.5717	0.7411	0.5717	0.7561
0.3975	6.1915	582	0.5673	0.7547	0.5673	0.7532
0.3975	6.2128	584	0.5623	0.7421	0.5623	0.7498
0.3975	6.2340	586	0.5657	0.7349	0.5657	0.7521
0.3975	6.2553	588	0.5890	0.7330	0.5890	0.7675
0.3975	6.2766	590	0.6483	0.7398	0.6483	0.8052
0.3975	6.2979	592	0.6645	0.7241	0.6645	0.8152
0.3975	6.3191	594	0.6237	0.7276	0.6237	0.7898
0.3975	6.3404	596	0.5911	0.7336	0.5911	0.7688
0.3975	6.3617	598	0.5730	0.7408	0.5730	0.7570
0.3975	6.3830	600	0.5673	0.7456	0.5673	0.7532
0.3975	6.4043	602	0.5685	0.7456	0.5685	0.7540
0.3975	6.4255	604	0.5664	0.7503	0.5664	0.7526
0.3975	6.4468	606	0.5640	0.7503	0.5640	0.7510
0.3975	6.4681	608	0.5672	0.7503	0.5672	0.7531
0.3975	6.4894	610	0.5804	0.7390	0.5804	0.7618
0.3975	6.5106	612	0.6061	0.7260	0.6061	0.7785
0.3975	6.5319	614	0.6784	0.6826	0.6784	0.8236
0.3975	6.5532	616	0.7446	0.6774	0.7446	0.8629
0.3975	6.5745	618	0.7494	0.6786	0.7494	0.8657
0.3975	6.5957	620	0.7039	0.6819	0.7039	0.8390
0.3975	6.6170	622	0.6398	0.6993	0.6398	0.7999
0.3975	6.6383	624	0.5730	0.7390	0.5730	0.7570
0.3975	6.6596	626	0.5471	0.7640	0.5471	0.7397
0.3975	6.6809	628	0.5466	0.7640	0.5466	0.7393
0.3975	6.7021	630	0.5484	0.7573	0.5484	0.7406
0.3975	6.7234	632	0.5439	0.7537	0.5439	0.7375
0.3975	6.7447	634	0.5399	0.7537	0.5399	0.7348
0.3975	6.7660	636	0.5464	0.7531	0.5464	0.7392
0.3975	6.7872	638	0.5628	0.7503	0.5628	0.7502
0.3975	6.8085	640	0.5885	0.7247	0.5885	0.7672
0.3975	6.8298	642	0.5872	0.7312	0.5872	0.7663
0.3975	6.8511	644	0.5751	0.7425	0.5751	0.7584
0.3975	6.8723	646	0.5582	0.7390	0.5582	0.7471
0.3975	6.8936	648	0.5363	0.7584	0.5363	0.7323
0.3975	6.9149	650	0.5317	0.7489	0.5317	0.7292
0.3975	6.9362	652	0.5340	0.7312	0.5340	0.7308
0.3975	6.9574	654	0.5348	0.7413	0.5348	0.7313
0.3975	6.9787	656	0.5392	0.7666	0.5392	0.7343
0.3975	7.0	658	0.5590	0.7479	0.5590	0.7477
0.3975	7.0213	660	0.5738	0.7295	0.5738	0.7575
0.3975	7.0426	662	0.5678	0.7411	0.5678	0.7535
0.3975	7.0638	664	0.5581	0.7411	0.5581	0.7470
0.3975	7.0851	666	0.5517	0.7635	0.5517	0.7427
0.3975	7.1064	668	0.5463	0.7661	0.5463	0.7391
0.3975	7.1277	670	0.5459	0.7661	0.5459	0.7389
0.3975	7.1489	672	0.5470	0.7727	0.5470	0.7396
0.3975	7.1702	674	0.5426	0.7666	0.5426	0.7366
0.3975	7.1915	676	0.5393	0.7526	0.5393	0.7344
0.3975	7.2128	678	0.5411	0.7526	0.5411	0.7356
0.3975	7.2340	680	0.5404	0.7465	0.5404	0.7351
0.3975	7.2553	682	0.5411	0.7526	0.5411	0.7356
0.3975	7.2766	684	0.5467	0.7587	0.5467	0.7394
0.3975	7.2979	686	0.5622	0.7610	0.5622	0.7498
0.3975	7.3191	688	0.5797	0.7427	0.5797	0.7614
0.3975	7.3404	690	0.5823	0.7427	0.5823	0.7631
0.3975	7.3617	692	0.5762	0.7473	0.5762	0.7591
0.3975	7.3830	694	0.5659	0.7650	0.5659	0.7523
0.3975	7.4043	696	0.5558	0.7661	0.5558	0.7455
0.3975	7.4255	698	0.5493	0.7568	0.5493	0.7412
0.3975	7.4468	700	0.5483	0.7568	0.5483	0.7405
0.3975	7.4681	702	0.5499	0.7672	0.5499	0.7416
0.3975	7.4894	704	0.5555	0.7686	0.5555	0.7453
0.3975	7.5106	706	0.5715	0.7630	0.5715	0.7560
0.3975	7.5319	708	0.5772	0.7584	0.5772	0.7597
0.3975	7.5532	710	0.5828	0.7624	0.5828	0.7634
0.3975	7.5745	712	0.6059	0.7548	0.6059	0.7784
0.3975	7.5957	714	0.6161	0.7608	0.6161	0.7849
0.3975	7.6170	716	0.6213	0.7608	0.6213	0.7882
0.3975	7.6383	718	0.6019	0.7548	0.6019	0.7759
0.3975	7.6596	720	0.5866	0.7445	0.5866	0.7659
0.3975	7.6809	722	0.5917	0.7548	0.5917	0.7692
0.3975	7.7021	724	0.5846	0.7445	0.5846	0.7646
0.3975	7.7234	726	0.5701	0.7516	0.5701	0.7551
0.3975	7.7447	728	0.5521	0.7547	0.5521	0.7430
0.3975	7.7660	730	0.5462	0.7453	0.5462	0.7390
0.3975	7.7872	732	0.5466	0.7437	0.5466	0.7393
0.3975	7.8085	734	0.5495	0.7555	0.5495	0.7413
0.3975	7.8298	736	0.5520	0.7488	0.5520	0.7429
0.3975	7.8511	738	0.5490	0.7555	0.5490	0.7409
0.3975	7.8723	740	0.5480	0.7561	0.5480	0.7403
0.3975	7.8936	742	0.5433	0.7499	0.5433	0.7371
0.3975	7.9149	744	0.5419	0.7473	0.5419	0.7361
0.3975	7.9362	746	0.5427	0.7346	0.5427	0.7367
0.3975	7.9574	748	0.5478	0.7215	0.5478	0.7402
0.3975	7.9787	750	0.5509	0.7080	0.5509	0.7422
0.3975	8.0	752	0.5490	0.7199	0.5490	0.7409
0.3975	8.0213	754	0.5428	0.7346	0.5428	0.7368
0.3975	8.0426	756	0.5414	0.7536	0.5414	0.7358
0.3975	8.0638	758	0.5428	0.7542	0.5428	0.7368
0.3975	8.0851	760	0.5449	0.7433	0.5449	0.7382
0.3975	8.1064	762	0.5452	0.7542	0.5452	0.7384
0.3975	8.1277	764	0.5464	0.7447	0.5464	0.7392
0.3975	8.1489	766	0.5510	0.7517	0.5510	0.7423
0.3975	8.1702	768	0.5561	0.7199	0.5561	0.7457
0.3975	8.1915	770	0.5631	0.7132	0.5631	0.7504
0.3975	8.2128	772	0.5635	0.7132	0.5635	0.7507
0.3975	8.2340	774	0.5609	0.7084	0.5609	0.7490
0.3975	8.2553	776	0.5610	0.7129	0.5610	0.7490
0.3975	8.2766	778	0.5617	0.7129	0.5617	0.7494
0.3975	8.2979	780	0.5633	0.7129	0.5633	0.7506
0.3975	8.3191	782	0.5666	0.7062	0.5666	0.7527
0.3975	8.3404	784	0.5710	0.7084	0.5710	0.7556
0.3975	8.3617	786	0.5743	0.7069	0.5743	0.7578
0.3975	8.3830	788	0.5786	0.7002	0.5786	0.7607
0.3975	8.4043	790	0.5792	0.7069	0.5792	0.7610
0.3975	8.4255	792	0.5811	0.7080	0.5811	0.7623
0.3975	8.4468	794	0.5859	0.7	0.5859	0.7654
0.3975	8.4681	796	0.5858	0.7044	0.5858	0.7654
0.3975	8.4894	798	0.5792	0.7234	0.5792	0.7610
0.3975	8.5106	800	0.5732	0.7412	0.5732	0.7571
0.3975	8.5319	802	0.5713	0.7472	0.5713	0.7558
0.3975	8.5532	804	0.5697	0.7549	0.5697	0.7548
0.3975	8.5745	806	0.5688	0.7549	0.5688	0.7542
0.3975	8.5957	808	0.5684	0.7549	0.5684	0.7539
0.3975	8.6170	810	0.5677	0.7429	0.5677	0.7535
0.3975	8.6383	812	0.5696	0.7374	0.5696	0.7547
0.3975	8.6596	814	0.5719	0.7194	0.5719	0.7562
0.3975	8.6809	816	0.5707	0.7194	0.5707	0.7554
0.3975	8.7021	818	0.5700	0.7145	0.5700	0.7550
0.3975	8.7234	820	0.5694	0.7099	0.5694	0.7546
0.3975	8.7447	822	0.5672	0.7265	0.5672	0.7531
0.3975	8.7660	824	0.5652	0.7282	0.5652	0.7518
0.3975	8.7872	826	0.5628	0.7282	0.5628	0.7502
0.3975	8.8085	828	0.5609	0.7471	0.5609	0.7490
0.3975	8.8298	830	0.5608	0.7471	0.5608	0.7488
0.3975	8.8511	832	0.5603	0.7551	0.5603	0.7485
0.3975	8.8723	834	0.5602	0.7551	0.5602	0.7485
0.3975	8.8936	836	0.5618	0.7282	0.5618	0.7495
0.3975	8.9149	838	0.5626	0.7282	0.5626	0.7500
0.3975	8.9362	840	0.5642	0.7185	0.5642	0.7511
0.3975	8.9574	842	0.5664	0.7033	0.5664	0.7526
0.3975	8.9787	844	0.5701	0.7019	0.5701	0.7550
0.3975	9.0	846	0.5761	0.7066	0.5761	0.7590
0.3975	9.0213	848	0.5782	0.6846	0.5782	0.7604
0.3975	9.0426	850	0.5790	0.6778	0.5790	0.7609
0.3975	9.0638	852	0.5733	0.6966	0.5733	0.7572
0.3975	9.0851	854	0.5667	0.7033	0.5667	0.7528
0.3975	9.1064	856	0.5614	0.7144	0.5614	0.7492
0.3975	9.1277	858	0.5588	0.7299	0.5588	0.7475
0.3975	9.1489	860	0.5574	0.7403	0.5574	0.7466
0.3975	9.1702	862	0.5569	0.7403	0.5569	0.7463
0.3975	9.1915	864	0.5561	0.7340	0.5561	0.7457
0.3975	9.2128	866	0.5555	0.7340	0.5555	0.7453
0.3975	9.2340	868	0.5546	0.7340	0.5546	0.7447
0.3975	9.2553	870	0.5534	0.7465	0.5534	0.7439
0.3975	9.2766	872	0.5525	0.7465	0.5525	0.7433
0.3975	9.2979	874	0.5520	0.7465	0.5520	0.7430
0.3975	9.3191	876	0.5517	0.7465	0.5517	0.7428
0.3975	9.3404	878	0.5512	0.7587	0.5512	0.7425
0.3975	9.3617	880	0.5512	0.7587	0.5512	0.7425
0.3975	9.3830	882	0.5529	0.7561	0.5529	0.7436
0.3975	9.4043	884	0.5558	0.7621	0.5558	0.7455
0.3975	9.4255	886	0.5572	0.7621	0.5572	0.7464
0.3975	9.4468	888	0.5567	0.7512	0.5567	0.7461
0.3975	9.4681	890	0.5549	0.7621	0.5549	0.7449
0.3975	9.4894	892	0.5544	0.7621	0.5544	0.7446
0.3975	9.5106	894	0.5544	0.7621	0.5544	0.7446
0.3975	9.5319	896	0.5553	0.7621	0.5553	0.7452
0.3975	9.5532	898	0.5562	0.7621	0.5562	0.7458
0.3975	9.5745	900	0.5569	0.7621	0.5569	0.7463
0.3975	9.5957	902	0.5570	0.7621	0.5570	0.7464
0.3975	9.6170	904	0.5567	0.7621	0.5567	0.7461
0.3975	9.6383	906	0.5562	0.7621	0.5562	0.7458
0.3975	9.6596	908	0.5565	0.7576	0.5565	0.7460
0.3975	9.6809	910	0.5558	0.7621	0.5558	0.7455
0.3975	9.7021	912	0.5547	0.7561	0.5547	0.7448
0.3975	9.7234	914	0.5546	0.7561	0.5546	0.7447
0.3975	9.7447	916	0.5548	0.7561	0.5548	0.7449
0.3975	9.7660	918	0.5553	0.7561	0.5553	0.7452
0.3975	9.7872	920	0.5557	0.7561	0.5557	0.7454
0.3975	9.8085	922	0.5559	0.7561	0.5559	0.7456
0.3975	9.8298	924	0.5563	0.7515	0.5563	0.7459
0.3975	9.8511	926	0.5567	0.7515	0.5567	0.7462
0.3975	9.8723	928	0.5568	0.7515	0.5568	0.7462
0.3975	9.8936	930	0.5567	0.7515	0.5567	0.7461
0.3975	9.9149	932	0.5566	0.7515	0.5566	0.7460
0.3975	9.9362	934	0.5563	0.7561	0.5563	0.7459
0.3975	9.9574	936	0.5562	0.7561	0.5562	0.7458
0.3975	9.9787	938	0.5559	0.7561	0.5559	0.7456
0.3975	10.0	940	0.5559	0.7561	0.5559	0.7456

Framework versions

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