ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k17_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: 0.8395
• Qwk: 0.6792
• Mse: 0.8395
• Rmse: 0.9163

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	0.0211	2	5.6537	-0.0076	5.6537	2.3778
No log	0.0421	4	3.3508	0.0695	3.3508	1.8305
No log	0.0632	6	2.2924	0.1487	2.2924	1.5141
No log	0.0842	8	1.3195	0.2202	1.3195	1.1487
No log	0.1053	10	1.2226	0.2216	1.2226	1.1057
No log	0.1263	12	1.1008	0.4187	1.1008	1.0492
No log	0.1474	14	1.0538	0.3833	1.0538	1.0266
No log	0.1684	16	1.1307	0.3196	1.1307	1.0634
No log	0.1895	18	1.4065	0.0786	1.4065	1.1860
No log	0.2105	20	1.3202	0.2186	1.3202	1.1490
No log	0.2316	22	1.0550	0.3180	1.0550	1.0271
No log	0.2526	24	0.9350	0.3842	0.9350	0.9669
No log	0.2737	26	0.8115	0.4924	0.8115	0.9008
No log	0.2947	28	0.7440	0.5330	0.7440	0.8626
No log	0.3158	30	0.7043	0.5476	0.7043	0.8392
No log	0.3368	32	0.7027	0.5845	0.7027	0.8383
No log	0.3579	34	0.7928	0.5225	0.7928	0.8904
No log	0.3789	36	0.9482	0.4610	0.9482	0.9738
No log	0.4	38	0.9782	0.4952	0.9782	0.9890
No log	0.4211	40	0.8107	0.5196	0.8107	0.9004
No log	0.4421	42	0.6912	0.5295	0.6912	0.8314
No log	0.4632	44	0.7078	0.6043	0.7078	0.8413
No log	0.4842	46	0.6842	0.6432	0.6842	0.8271
No log	0.5053	48	0.7172	0.5754	0.7172	0.8469
No log	0.5263	50	0.7041	0.5371	0.7041	0.8391
No log	0.5474	52	0.6799	0.5548	0.6799	0.8245
No log	0.5684	54	0.7140	0.5577	0.7140	0.8450
No log	0.5895	56	0.8175	0.5659	0.8175	0.9042
No log	0.6105	58	0.7546	0.5841	0.7546	0.8687
No log	0.6316	60	0.6888	0.6268	0.6888	0.8299
No log	0.6526	62	0.6436	0.6229	0.6436	0.8022
No log	0.6737	64	0.7529	0.5622	0.7529	0.8677
No log	0.6947	66	0.9228	0.4272	0.9228	0.9606
No log	0.7158	68	0.8519	0.4531	0.8519	0.9230
No log	0.7368	70	0.6928	0.5594	0.6928	0.8323
No log	0.7579	72	0.6500	0.6644	0.6500	0.8062
No log	0.7789	74	0.6697	0.7046	0.6697	0.8184
No log	0.8	76	0.6299	0.6457	0.6299	0.7937
No log	0.8211	78	0.6917	0.6226	0.6917	0.8317
No log	0.8421	80	0.6798	0.6343	0.6798	0.8245
No log	0.8632	82	0.6151	0.6700	0.6151	0.7843
No log	0.8842	84	0.6025	0.6563	0.6025	0.7762
No log	0.9053	86	0.6040	0.6601	0.6040	0.7772
No log	0.9263	88	0.6575	0.5611	0.6575	0.8109
No log	0.9474	90	0.6984	0.5444	0.6984	0.8357
No log	0.9684	92	0.6070	0.6569	0.6070	0.7791
No log	0.9895	94	0.6649	0.6333	0.6649	0.8154
No log	1.0105	96	0.7881	0.6044	0.7881	0.8877
No log	1.0316	98	0.7246	0.5523	0.7246	0.8512
No log	1.0526	100	0.6586	0.5690	0.6586	0.8115
No log	1.0737	102	0.6953	0.6248	0.6953	0.8338
No log	1.0947	104	0.7309	0.5635	0.7309	0.8549
No log	1.1158	106	0.6863	0.6117	0.6863	0.8284
No log	1.1368	108	0.6756	0.6387	0.6756	0.8220
No log	1.1579	110	0.7584	0.6040	0.7584	0.8709
No log	1.1789	112	0.7646	0.5720	0.7646	0.8744
No log	1.2	114	0.6963	0.6241	0.6963	0.8344
No log	1.2211	116	0.7235	0.5982	0.7235	0.8506
No log	1.2421	118	0.7723	0.5568	0.7723	0.8788
No log	1.2632	120	0.6888	0.6261	0.6888	0.8300
No log	1.2842	122	0.6742	0.6420	0.6742	0.8211
No log	1.3053	124	0.8671	0.6545	0.8671	0.9312
No log	1.3263	126	0.9816	0.6376	0.9816	0.9907
No log	1.3474	128	0.9183	0.6574	0.9183	0.9583
No log	1.3684	130	0.8168	0.6855	0.8168	0.9038
No log	1.3895	132	0.7990	0.7100	0.7990	0.8939
No log	1.4105	134	0.7946	0.7093	0.7946	0.8914
No log	1.4316	136	0.7939	0.6960	0.7939	0.8910
No log	1.4526	138	0.7654	0.6807	0.7654	0.8749
No log	1.4737	140	0.7871	0.6482	0.7871	0.8872
No log	1.4947	142	0.7865	0.6483	0.7865	0.8868
No log	1.5158	144	0.7827	0.6809	0.7827	0.8847
No log	1.5368	146	0.7941	0.6780	0.7941	0.8911
No log	1.5579	148	0.7048	0.6882	0.7048	0.8395
No log	1.5789	150	0.6773	0.7390	0.6773	0.8230
No log	1.6	152	0.6699	0.7266	0.6699	0.8185
No log	1.6211	154	0.6925	0.7570	0.6925	0.8322
No log	1.6421	156	0.8124	0.7022	0.8124	0.9013
No log	1.6632	158	0.9981	0.6701	0.9981	0.9990
No log	1.6842	160	1.1653	0.6201	1.1653	1.0795
No log	1.7053	162	1.2008	0.5918	1.2008	1.0958
No log	1.7263	164	1.0737	0.6284	1.0737	1.0362
No log	1.7474	166	0.8743	0.6284	0.8743	0.9350
No log	1.7684	168	0.8022	0.6811	0.8022	0.8957
No log	1.7895	170	0.9314	0.6565	0.9314	0.9651
No log	1.8105	172	1.0252	0.6295	1.0252	1.0125
No log	1.8316	174	0.8917	0.6972	0.8917	0.9443
No log	1.8526	176	0.8269	0.6947	0.8269	0.9094
No log	1.8737	178	0.7621	0.7078	0.7621	0.8730
No log	1.8947	180	0.7970	0.6962	0.7970	0.8927
No log	1.9158	182	0.7717	0.6959	0.7717	0.8785
No log	1.9368	184	0.7127	0.7033	0.7127	0.8442
No log	1.9579	186	0.6146	0.7421	0.6146	0.7840
No log	1.9789	188	0.5977	0.7509	0.5977	0.7731
No log	2.0	190	0.6050	0.7434	0.6050	0.7778
No log	2.0211	192	0.7111	0.6805	0.7111	0.8432
No log	2.0421	194	0.9576	0.6834	0.9576	0.9786
No log	2.0632	196	1.0955	0.6584	1.0955	1.0466
No log	2.0842	198	1.0467	0.6628	1.0467	1.0231
No log	2.1053	200	0.8859	0.6853	0.8859	0.9412
No log	2.1263	202	0.7410	0.6762	0.7410	0.8608
No log	2.1474	204	0.7301	0.6824	0.7301	0.8544
No log	2.1684	206	0.8049	0.6798	0.8049	0.8972
No log	2.1895	208	0.9323	0.6820	0.9323	0.9656
No log	2.2105	210	0.8627	0.6857	0.8627	0.9288
No log	2.2316	212	0.7395	0.6981	0.7395	0.8600
No log	2.2526	214	0.7019	0.7201	0.7019	0.8378
No log	2.2737	216	0.6635	0.7326	0.6635	0.8145
No log	2.2947	218	0.6591	0.7270	0.6591	0.8119
No log	2.3158	220	0.6840	0.7046	0.6840	0.8270
No log	2.3368	222	0.6881	0.7156	0.6881	0.8295
No log	2.3579	224	0.6260	0.7315	0.6260	0.7912
No log	2.3789	226	0.6211	0.7337	0.6211	0.7881
No log	2.4	228	0.6576	0.7356	0.6576	0.8109
No log	2.4211	230	0.7550	0.6962	0.7550	0.8689
No log	2.4421	232	0.8779	0.6822	0.8779	0.9369
No log	2.4632	234	0.8320	0.6938	0.8320	0.9121
No log	2.4842	236	0.7020	0.6918	0.7020	0.8378
No log	2.5053	238	0.6485	0.7246	0.6485	0.8053
No log	2.5263	240	0.5979	0.7578	0.5979	0.7732
No log	2.5474	242	0.6173	0.7584	0.6173	0.7857
No log	2.5684	244	0.7060	0.7008	0.7060	0.8402
No log	2.5895	246	0.8314	0.6605	0.8314	0.9118
No log	2.6105	248	0.8775	0.6811	0.8775	0.9368
No log	2.6316	250	0.9642	0.6689	0.9642	0.9819
No log	2.6526	252	0.9106	0.6747	0.9106	0.9543
No log	2.6737	254	0.9207	0.6648	0.9207	0.9595
No log	2.6947	256	0.8396	0.6865	0.8396	0.9163
No log	2.7158	258	0.7648	0.7133	0.7648	0.8745
No log	2.7368	260	0.7328	0.7107	0.7328	0.8561
No log	2.7579	262	0.7176	0.6973	0.7176	0.8471
No log	2.7789	264	0.6987	0.6940	0.6987	0.8359
No log	2.8	266	0.6713	0.6990	0.6713	0.8193
No log	2.8211	268	0.6595	0.7112	0.6595	0.8121
No log	2.8421	270	0.6630	0.7264	0.6630	0.8143
No log	2.8632	272	0.7274	0.6988	0.7274	0.8529
No log	2.8842	274	0.7617	0.6931	0.7617	0.8728
No log	2.9053	276	0.7390	0.6865	0.7390	0.8596
No log	2.9263	278	0.6422	0.7639	0.6422	0.8014
No log	2.9474	280	0.5846	0.7641	0.5846	0.7646
No log	2.9684	282	0.5928	0.7818	0.5928	0.7699
No log	2.9895	284	0.6517	0.7664	0.6517	0.8073
No log	3.0105	286	0.7590	0.7247	0.7590	0.8712
No log	3.0316	288	0.8697	0.6708	0.8697	0.9326
No log	3.0526	290	0.8290	0.6684	0.8290	0.9105
No log	3.0737	292	0.7507	0.6487	0.7507	0.8664
No log	3.0947	294	0.6564	0.6905	0.6564	0.8102
No log	3.1158	296	0.6435	0.7010	0.6435	0.8022
No log	3.1368	298	0.6617	0.6957	0.6617	0.8135
No log	3.1579	300	0.7097	0.6720	0.7097	0.8424
No log	3.1789	302	0.8199	0.6805	0.8199	0.9055
No log	3.2	304	0.8239	0.6802	0.8239	0.9077
No log	3.2211	306	0.7477	0.6839	0.7477	0.8647
No log	3.2421	308	0.7359	0.6732	0.7359	0.8578
No log	3.2632	310	0.7949	0.6743	0.7949	0.8916
No log	3.2842	312	0.7975	0.6671	0.7975	0.8930
No log	3.3053	314	0.7518	0.6743	0.7518	0.8671
No log	3.3263	316	0.6972	0.6955	0.6972	0.8350
No log	3.3474	318	0.6775	0.7110	0.6775	0.8231
No log	3.3684	320	0.6965	0.7027	0.6965	0.8346
No log	3.3895	322	0.7420	0.7094	0.7420	0.8614
No log	3.4105	324	0.7857	0.7089	0.7857	0.8864
No log	3.4316	326	0.8510	0.6939	0.8510	0.9225
No log	3.4526	328	0.8182	0.6929	0.8182	0.9045
No log	3.4737	330	0.7569	0.7129	0.7569	0.8700
No log	3.4947	332	0.6972	0.7217	0.6972	0.8350
No log	3.5158	334	0.6673	0.7129	0.6673	0.8169
No log	3.5368	336	0.7015	0.7108	0.7015	0.8375
No log	3.5579	338	0.7059	0.6985	0.7059	0.8402
No log	3.5789	340	0.6559	0.7171	0.6559	0.8099
No log	3.6	342	0.6658	0.7087	0.6658	0.8159
No log	3.6211	344	0.6365	0.7517	0.6365	0.7978
No log	3.6421	346	0.6855	0.7278	0.6855	0.8280
No log	3.6632	348	0.8196	0.7005	0.8196	0.9053
No log	3.6842	350	1.0002	0.6626	1.0002	1.0001
No log	3.7053	352	1.0426	0.6565	1.0426	1.0211
No log	3.7263	354	0.9620	0.6570	0.9620	0.9808
No log	3.7474	356	0.8924	0.6671	0.8924	0.9447
No log	3.7684	358	0.9071	0.6770	0.9071	0.9524
No log	3.7895	360	0.9927	0.6471	0.9927	0.9963
No log	3.8105	362	0.9579	0.6505	0.9579	0.9787
No log	3.8316	364	0.9813	0.6380	0.9813	0.9906
No log	3.8526	366	0.9447	0.6709	0.9447	0.9720
No log	3.8737	368	0.8960	0.6454	0.8960	0.9466
No log	3.8947	370	0.8727	0.6634	0.8727	0.9342
No log	3.9158	372	0.8688	0.6972	0.8688	0.9321
No log	3.9368	374	0.8606	0.6869	0.8606	0.9277
No log	3.9579	376	0.8467	0.6952	0.8467	0.9201
No log	3.9789	378	0.8775	0.6952	0.8775	0.9367
No log	4.0	380	0.8476	0.7076	0.8476	0.9207
No log	4.0211	382	0.8715	0.6952	0.8715	0.9336
No log	4.0421	384	0.9021	0.6920	0.9021	0.9498
No log	4.0632	386	0.8690	0.6957	0.8690	0.9322
No log	4.0842	388	0.7949	0.7118	0.7949	0.8916
No log	4.1053	390	0.7137	0.6899	0.7137	0.8448
No log	4.1263	392	0.7054	0.6832	0.7054	0.8399
No log	4.1474	394	0.7772	0.6916	0.7772	0.8816
No log	4.1684	396	0.8689	0.6695	0.8689	0.9321
No log	4.1895	398	0.8990	0.6809	0.8990	0.9482
No log	4.2105	400	0.8449	0.6842	0.8449	0.9192
No log	4.2316	402	0.8333	0.6842	0.8333	0.9129
No log	4.2526	404	0.8986	0.6785	0.8986	0.9479
No log	4.2737	406	0.9982	0.6582	0.9982	0.9991
No log	4.2947	408	1.0469	0.6454	1.0469	1.0232
No log	4.3158	410	0.9548	0.6406	0.9548	0.9771
No log	4.3368	412	0.8425	0.6485	0.8425	0.9179
No log	4.3579	414	0.7254	0.6819	0.7254	0.8517
No log	4.3789	416	0.7038	0.7003	0.7038	0.8389
No log	4.4	418	0.7519	0.7135	0.7519	0.8671
No log	4.4211	420	0.9197	0.6943	0.9197	0.9590
No log	4.4421	422	1.0286	0.6803	1.0286	1.0142
No log	4.4632	424	0.9886	0.6982	0.9886	0.9943
No log	4.4842	426	0.8896	0.6958	0.8896	0.9432
No log	4.5053	428	0.8273	0.6955	0.8273	0.9095
No log	4.5263	430	0.7235	0.7090	0.7235	0.8506
No log	4.5474	432	0.7041	0.7053	0.7041	0.8391
No log	4.5684	434	0.7480	0.7139	0.7480	0.8649
No log	4.5895	436	0.8083	0.6867	0.8083	0.8991
No log	4.6105	438	0.7850	0.6990	0.7850	0.8860
No log	4.6316	440	0.7124	0.7210	0.7124	0.8441
No log	4.6526	442	0.6776	0.7350	0.6776	0.8232
No log	4.6737	444	0.6396	0.7357	0.6396	0.7997
No log	4.6947	446	0.6107	0.7220	0.6107	0.7815
No log	4.7158	448	0.6076	0.7201	0.6076	0.7795
No log	4.7368	450	0.6052	0.7118	0.6052	0.7780
No log	4.7579	452	0.5992	0.7163	0.5992	0.7741
No log	4.7789	454	0.5955	0.7344	0.5955	0.7717
No log	4.8	456	0.6347	0.7139	0.6347	0.7967
No log	4.8211	458	0.6685	0.7055	0.6685	0.8176
No log	4.8421	460	0.6492	0.6912	0.6492	0.8057
No log	4.8632	462	0.6057	0.7062	0.6057	0.7783
No log	4.8842	464	0.5947	0.7290	0.5947	0.7712
No log	4.9053	466	0.6032	0.7355	0.6032	0.7766
No log	4.9263	468	0.6481	0.7303	0.6481	0.8050
No log	4.9474	470	0.7531	0.7066	0.7531	0.8678
No log	4.9684	472	0.8382	0.6871	0.8382	0.9155
No log	4.9895	474	0.8251	0.7126	0.8251	0.9083
No log	5.0105	476	0.7611	0.7051	0.7611	0.8724
No log	5.0316	478	0.7193	0.7222	0.7193	0.8481
No log	5.0526	480	0.6906	0.7163	0.6906	0.8310
No log	5.0737	482	0.7219	0.6963	0.7219	0.8497
No log	5.0947	484	0.7643	0.6992	0.7643	0.8743
No log	5.1158	486	0.8170	0.6751	0.8170	0.9039
No log	5.1368	488	0.8000	0.6909	0.8000	0.8944
No log	5.1579	490	0.7566	0.6963	0.7566	0.8698
No log	5.1789	492	0.7011	0.6960	0.7011	0.8373
No log	5.2	494	0.6966	0.6978	0.6966	0.8346
No log	5.2211	496	0.7089	0.6972	0.7089	0.8419
No log	5.2421	498	0.7066	0.7072	0.7066	0.8406
0.5068	5.2632	500	0.7128	0.7111	0.7128	0.8443
0.5068	5.2842	502	0.7354	0.7135	0.7354	0.8576
0.5068	5.3053	504	0.7162	0.7452	0.7162	0.8463
0.5068	5.3263	506	0.6844	0.7288	0.6844	0.8273
0.5068	5.3474	508	0.6558	0.7232	0.6558	0.8098
0.5068	5.3684	510	0.6532	0.7147	0.6532	0.8082
0.5068	5.3895	512	0.6747	0.7228	0.6747	0.8214
0.5068	5.4105	514	0.6899	0.7365	0.6899	0.8306
0.5068	5.4316	516	0.6905	0.7345	0.6905	0.8309
0.5068	5.4526	518	0.6755	0.7385	0.6755	0.8219
0.5068	5.4737	520	0.6992	0.7397	0.6992	0.8362
0.5068	5.4947	522	0.7586	0.7262	0.7586	0.8710
0.5068	5.5158	524	0.8069	0.7121	0.8069	0.8983
0.5068	5.5368	526	0.8471	0.6893	0.8471	0.9204
0.5068	5.5579	528	0.8063	0.6926	0.8063	0.8979
0.5068	5.5789	530	0.7407	0.6927	0.7407	0.8606
0.5068	5.6	532	0.6883	0.7303	0.6883	0.8296
0.5068	5.6211	534	0.6864	0.7129	0.6864	0.8285
0.5068	5.6421	536	0.7397	0.6857	0.7397	0.8601
0.5068	5.6632	538	0.8242	0.6613	0.8242	0.9078
0.5068	5.6842	540	0.8810	0.6562	0.8810	0.9386
0.5068	5.7053	542	0.8485	0.6613	0.8485	0.9211
0.5068	5.7263	544	0.7826	0.6651	0.7826	0.8846
0.5068	5.7474	546	0.7830	0.6651	0.7830	0.8849
0.5068	5.7684	548	0.7922	0.6773	0.7922	0.8901
0.5068	5.7895	550	0.7829	0.6863	0.7829	0.8848
0.5068	5.8105	552	0.7654	0.6857	0.7654	0.8749
0.5068	5.8316	554	0.7686	0.6880	0.7686	0.8767
0.5068	5.8526	556	0.7472	0.6799	0.7472	0.8644
0.5068	5.8737	558	0.7903	0.6880	0.7903	0.8890
0.5068	5.8947	560	0.8059	0.6903	0.8059	0.8977
0.5068	5.9158	562	0.7800	0.7015	0.7800	0.8832
0.5068	5.9368	564	0.7329	0.7011	0.7329	0.8561
0.5068	5.9579	566	0.7260	0.7029	0.7260	0.8521
0.5068	5.9789	568	0.7145	0.7206	0.7145	0.8453
0.5068	6.0	570	0.7059	0.7206	0.7059	0.8402
0.5068	6.0211	572	0.7190	0.7207	0.7190	0.8480
0.5068	6.0421	574	0.7060	0.7226	0.7060	0.8403
0.5068	6.0632	576	0.6877	0.7211	0.6877	0.8293
0.5068	6.0842	578	0.6650	0.7215	0.6650	0.8155
0.5068	6.1053	580	0.6107	0.7620	0.6107	0.7815
0.5068	6.1263	582	0.6029	0.7615	0.6029	0.7765
0.5068	6.1474	584	0.6005	0.7659	0.6005	0.7749
0.5068	6.1684	586	0.6089	0.7615	0.6089	0.7803
0.5068	6.1895	588	0.6429	0.7333	0.6429	0.8018
0.5068	6.2105	590	0.6974	0.7088	0.6974	0.8351
0.5068	6.2316	592	0.7700	0.7000	0.7700	0.8775
0.5068	6.2526	594	0.7919	0.7000	0.7919	0.8899
0.5068	6.2737	596	0.7714	0.6995	0.7714	0.8783
0.5068	6.2947	598	0.7664	0.7158	0.7664	0.8754
0.5068	6.3158	600	0.7504	0.7220	0.7504	0.8662
0.5068	6.3368	602	0.7501	0.7220	0.7501	0.8661
0.5068	6.3579	604	0.7914	0.7142	0.7914	0.8896
0.5068	6.3789	606	0.8470	0.7040	0.8470	0.9203
0.5068	6.4	608	0.9175	0.6580	0.9175	0.9579
0.5068	6.4211	610	0.9389	0.6481	0.9389	0.9690
0.5068	6.4421	612	0.9043	0.6553	0.9043	0.9509
0.5068	6.4632	614	0.8324	0.6652	0.8324	0.9124
0.5068	6.4842	616	0.7348	0.7049	0.7348	0.8572
0.5068	6.5053	618	0.6828	0.7129	0.6828	0.8263
0.5068	6.5263	620	0.6837	0.7179	0.6837	0.8268
0.5068	6.5474	622	0.6866	0.7313	0.6866	0.8286
0.5068	6.5684	624	0.7089	0.7257	0.7089	0.8420
0.5068	6.5895	626	0.7832	0.7065	0.7832	0.8850
0.5068	6.6105	628	0.8373	0.6765	0.8373	0.9150
0.5068	6.6316	630	0.8280	0.6840	0.8280	0.9100
0.5068	6.6526	632	0.7645	0.7120	0.7645	0.8744
0.5068	6.6737	634	0.6858	0.7333	0.6858	0.8281
0.5068	6.6947	636	0.6614	0.7630	0.6614	0.8133
0.5068	6.7158	638	0.6722	0.7333	0.6722	0.8199
0.5068	6.7368	640	0.7160	0.7156	0.7160	0.8462
0.5068	6.7579	642	0.7803	0.7062	0.7803	0.8834
0.5068	6.7789	644	0.8322	0.6735	0.8322	0.9122
0.5068	6.8	646	0.8345	0.6735	0.8345	0.9135
0.5068	6.8211	648	0.8132	0.6821	0.8132	0.9018
0.5068	6.8421	650	0.7962	0.7065	0.7962	0.8923
0.5068	6.8632	652	0.7606	0.7138	0.7606	0.8721
0.5068	6.8842	654	0.7147	0.7174	0.7147	0.8454
0.5068	6.9053	656	0.7156	0.7172	0.7156	0.8459
0.5068	6.9263	658	0.7583	0.6943	0.7583	0.8708
0.5068	6.9474	660	0.7759	0.6995	0.7759	0.8809
0.5068	6.9684	662	0.7591	0.6938	0.7591	0.8713
0.5068	6.9895	664	0.7246	0.7074	0.7246	0.8512
0.5068	7.0105	666	0.7011	0.7112	0.7011	0.8373
0.5068	7.0316	668	0.7155	0.7172	0.7155	0.8459
0.5068	7.0526	670	0.7534	0.7192	0.7534	0.8680
0.5068	7.0737	672	0.8018	0.7079	0.8018	0.8955
0.5068	7.0947	674	0.8495	0.7033	0.8495	0.9217
0.5068	7.1158	676	0.8437	0.7050	0.8437	0.9185
0.5068	7.1368	678	0.8150	0.7091	0.8150	0.9028
0.5068	7.1579	680	0.7551	0.7069	0.7551	0.8690
0.5068	7.1789	682	0.6975	0.7106	0.6975	0.8352
0.5068	7.2	684	0.6839	0.7048	0.6839	0.8270
0.5068	7.2211	686	0.6957	0.7042	0.6957	0.8341
0.5068	7.2421	688	0.7334	0.7125	0.7334	0.8564
0.5068	7.2632	690	0.7993	0.7037	0.7993	0.8940
0.5068	7.2842	692	0.8781	0.6736	0.8781	0.9371
0.5068	7.3053	694	0.9186	0.6555	0.9186	0.9584
0.5068	7.3263	696	0.9180	0.6555	0.9180	0.9581
0.5068	7.3474	698	0.8629	0.6796	0.8629	0.9289
0.5068	7.3684	700	0.7999	0.7037	0.7999	0.8944
0.5068	7.3895	702	0.7455	0.7136	0.7455	0.8635
0.5068	7.4105	704	0.7328	0.7152	0.7328	0.8561
0.5068	7.4316	706	0.7323	0.7134	0.7323	0.8557
0.5068	7.4526	708	0.7359	0.7134	0.7359	0.8578
0.5068	7.4737	710	0.7467	0.7041	0.7467	0.8641
0.5068	7.4947	712	0.7695	0.6992	0.7695	0.8772
0.5068	7.5158	714	0.7787	0.7120	0.7787	0.8825
0.5068	7.5368	716	0.7549	0.7176	0.7549	0.8689
0.5068	7.5579	718	0.7530	0.7360	0.7530	0.8677
0.5068	7.5789	720	0.7875	0.7266	0.7875	0.8874
0.5068	7.6	722	0.8557	0.6793	0.8557	0.9250
0.5068	7.6211	724	0.8898	0.6622	0.8898	0.9433
0.5068	7.6421	726	0.8826	0.6704	0.8826	0.9395
0.5068	7.6632	728	0.8751	0.6719	0.8751	0.9355
0.5068	7.6842	730	0.8354	0.6903	0.8354	0.9140
0.5068	7.7053	732	0.8240	0.6849	0.8240	0.9077
0.5068	7.7263	734	0.7867	0.6920	0.7867	0.8869
0.5068	7.7474	736	0.7547	0.7027	0.7547	0.8687
0.5068	7.7684	738	0.7410	0.7045	0.7410	0.8608
0.5068	7.7895	740	0.7598	0.7027	0.7598	0.8717
0.5068	7.8105	742	0.8066	0.6843	0.8066	0.8981
0.5068	7.8316	744	0.8626	0.6796	0.8626	0.9288
0.5068	7.8526	746	0.9118	0.6558	0.9118	0.9549
0.5068	7.8737	748	0.9294	0.6454	0.9294	0.9641
0.5068	7.8947	750	0.9201	0.6534	0.9201	0.9592
0.5068	7.9158	752	0.9010	0.6542	0.9010	0.9492
0.5068	7.9368	754	0.8841	0.6555	0.8841	0.9403
0.5068	7.9579	756	0.8780	0.6494	0.8780	0.9370
0.5068	7.9789	758	0.9006	0.6512	0.9006	0.9490
0.5068	8.0	760	0.9339	0.6399	0.9339	0.9664
0.5068	8.0211	762	0.9433	0.6380	0.9433	0.9712
0.5068	8.0421	764	0.9347	0.6380	0.9347	0.9668
0.5068	8.0632	766	0.9227	0.6603	0.9227	0.9606
0.5068	8.0842	768	0.8939	0.6677	0.8939	0.9455
0.5068	8.1053	770	0.8584	0.6730	0.8584	0.9265
0.5068	8.1263	772	0.8219	0.6863	0.8219	0.9066
0.5068	8.1474	774	0.7739	0.6909	0.7739	0.8797
0.5068	8.1684	776	0.7603	0.6926	0.7603	0.8720
0.5068	8.1895	778	0.7513	0.6926	0.7513	0.8668
0.5068	8.2105	780	0.7654	0.6926	0.7654	0.8749
0.5068	8.2316	782	0.7650	0.6926	0.7650	0.8746
0.5068	8.2526	784	0.7575	0.6926	0.7575	0.8704
0.5068	8.2737	786	0.7596	0.6926	0.7596	0.8716
0.5068	8.2947	788	0.7760	0.6926	0.7760	0.8809
0.5068	8.3158	790	0.8074	0.6892	0.8074	0.8985
0.5068	8.3368	792	0.8670	0.6729	0.8670	0.9311
0.5068	8.3579	794	0.9036	0.6646	0.9036	0.9506
0.5068	8.3789	796	0.9051	0.6646	0.9051	0.9514
0.5068	8.4	798	0.8992	0.6646	0.8992	0.9483
0.5068	8.4211	800	0.8857	0.6729	0.8857	0.9411
0.5068	8.4421	802	0.8487	0.6790	0.8487	0.9213
0.5068	8.4632	804	0.8056	0.6784	0.8056	0.8976
0.5068	8.4842	806	0.7777	0.6743	0.7777	0.8819
0.5068	8.5053	808	0.7625	0.6759	0.7625	0.8732
0.5068	8.5263	810	0.7718	0.6743	0.7718	0.8785
0.5068	8.5474	812	0.7991	0.6808	0.7991	0.8939
0.5068	8.5684	814	0.8242	0.6721	0.8242	0.9079
0.5068	8.5895	816	0.8472	0.6783	0.8472	0.9204
0.5068	8.6105	818	0.8528	0.6783	0.8528	0.9235
0.5068	8.6316	820	0.8405	0.6706	0.8405	0.9168
0.5068	8.6526	822	0.8369	0.6706	0.8369	0.9148
0.5068	8.6737	824	0.8325	0.6706	0.8325	0.9124
0.5068	8.6947	826	0.8405	0.6783	0.8405	0.9168
0.5068	8.7158	828	0.8609	0.6684	0.8609	0.9278
0.5068	8.7368	830	0.8638	0.6684	0.8638	0.9294
0.5068	8.7579	832	0.8485	0.6675	0.8485	0.9211
0.5068	8.7789	834	0.8231	0.6792	0.8231	0.9072
0.5068	8.8	836	0.8002	0.6824	0.8002	0.8945
0.5068	8.8211	838	0.7777	0.6824	0.7777	0.8819
0.5068	8.8421	840	0.7694	0.6913	0.7694	0.8771
0.5068	8.8632	842	0.7782	0.6824	0.7782	0.8821
0.5068	8.8842	844	0.8005	0.6824	0.8005	0.8947
0.5068	8.9053	846	0.8282	0.6902	0.8282	0.9100
0.5068	8.9263	848	0.8563	0.6684	0.8563	0.9254
0.5068	8.9474	850	0.8865	0.6533	0.8865	0.9415
0.5068	8.9684	852	0.9074	0.6564	0.9074	0.9526
0.5068	8.9895	854	0.9067	0.6564	0.9067	0.9522
0.5068	9.0105	856	0.8919	0.6624	0.8919	0.9444
0.5068	9.0316	858	0.8706	0.6638	0.8706	0.9331
0.5068	9.0526	860	0.8468	0.6843	0.8468	0.9202
0.5068	9.0737	862	0.8235	0.6897	0.8235	0.9074
0.5068	9.0947	864	0.8194	0.6913	0.8194	0.9052
0.5068	9.1158	866	0.8240	0.6849	0.8240	0.9078
0.5068	9.1368	868	0.8258	0.6742	0.8258	0.9088
0.5068	9.1579	870	0.8261	0.6758	0.8261	0.9089
0.5068	9.1789	872	0.8308	0.6758	0.8308	0.9115
0.5068	9.2	874	0.8220	0.6843	0.8220	0.9066
0.5068	9.2211	876	0.8172	0.6908	0.8172	0.9040
0.5068	9.2421	878	0.8099	0.6908	0.8099	0.8999
0.5068	9.2632	880	0.8076	0.6908	0.8076	0.8987
0.5068	9.2842	882	0.7917	0.6840	0.7917	0.8898
0.5068	9.3053	884	0.7753	0.6954	0.7753	0.8805
0.5068	9.3263	886	0.7621	0.6971	0.7621	0.8730
0.5068	9.3474	888	0.7602	0.6914	0.7602	0.8719
0.5068	9.3684	890	0.7625	0.6914	0.7625	0.8732
0.5068	9.3895	892	0.7650	0.6914	0.7650	0.8746
0.5068	9.4105	894	0.7685	0.6926	0.7685	0.8766
0.5068	9.4316	896	0.7743	0.6793	0.7743	0.8800
0.5068	9.4526	898	0.7788	0.6793	0.7788	0.8825
0.5068	9.4737	900	0.7861	0.6760	0.7861	0.8866
0.5068	9.4947	902	0.7923	0.6760	0.7923	0.8901
0.5068	9.5158	904	0.8011	0.6729	0.8011	0.8950
0.5068	9.5368	906	0.8133	0.6713	0.8133	0.9018
0.5068	9.5579	908	0.8284	0.6792	0.8284	0.9101
0.5068	9.5789	910	0.8376	0.6730	0.8376	0.9152
0.5068	9.6	912	0.8457	0.6730	0.8457	0.9196
0.5068	9.6211	914	0.8516	0.6738	0.8516	0.9228
0.5068	9.6421	916	0.8538	0.6738	0.8538	0.9240
0.5068	9.6632	918	0.8566	0.6738	0.8566	0.9255
0.5068	9.6842	920	0.8550	0.6730	0.8550	0.9247
0.5068	9.7053	922	0.8505	0.6730	0.8505	0.9222
0.5068	9.7263	924	0.8456	0.6730	0.8456	0.9196
0.5068	9.7474	926	0.8416	0.6730	0.8416	0.9174
0.5068	9.7684	928	0.8383	0.6792	0.8383	0.9156
0.5068	9.7895	930	0.8375	0.6792	0.8375	0.9151
0.5068	9.8105	932	0.8354	0.6792	0.8354	0.9140
0.5068	9.8316	934	0.8360	0.6792	0.8360	0.9143
0.5068	9.8526	936	0.8381	0.6792	0.8381	0.9155
0.5068	9.8737	938	0.8392	0.6792	0.8392	0.9161
0.5068	9.8947	940	0.8404	0.6792	0.8404	0.9168
0.5068	9.9158	942	0.8413	0.6730	0.8413	0.9172
0.5068	9.9368	944	0.8409	0.6792	0.8409	0.9170
0.5068	9.9579	946	0.8406	0.6792	0.8406	0.9168
0.5068	9.9789	948	0.8398	0.6792	0.8398	0.9164
0.5068	10.0	950	0.8395	0.6792	0.8395	0.9163

Framework versions

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