ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k20_task5_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: 0.7356
• Qwk: 0.6939
• Mse: 0.7356
• Rmse: 0.8577

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	0.0256	2	2.4051	-0.0410	2.4051	1.5509
No log	0.0513	4	1.9106	-0.0028	1.9106	1.3822
No log	0.0769	6	1.6494	0.0467	1.6494	1.2843
No log	0.1026	8	1.5447	0.2281	1.5447	1.2429
No log	0.1282	10	1.5510	0.2499	1.5510	1.2454
No log	0.1538	12	1.6372	0.3641	1.6372	1.2795
No log	0.1795	14	1.4727	0.2917	1.4727	1.2135
No log	0.2051	16	1.2948	0.2277	1.2948	1.1379
No log	0.2308	18	1.3123	0.2581	1.3123	1.1456
No log	0.2564	20	1.2992	0.3149	1.2992	1.1398
No log	0.2821	22	1.1340	0.3814	1.1340	1.0649
No log	0.3077	24	1.2071	0.4429	1.2071	1.0987
No log	0.3333	26	1.1977	0.4318	1.1977	1.0944
No log	0.3590	28	1.1738	0.4111	1.1738	1.0834
No log	0.3846	30	1.1323	0.3909	1.1323	1.0641
No log	0.4103	32	1.2022	0.4031	1.2022	1.0965
No log	0.4359	34	1.1940	0.4206	1.1940	1.0927
No log	0.4615	36	1.2380	0.4441	1.2380	1.1127
No log	0.4872	38	1.0349	0.5141	1.0349	1.0173
No log	0.5128	40	1.0186	0.5834	1.0186	1.0092
No log	0.5385	42	0.9802	0.6393	0.9802	0.9900
No log	0.5641	44	0.9540	0.6103	0.9540	0.9767
No log	0.5897	46	1.0425	0.6026	1.0425	1.0210
No log	0.6154	48	1.3555	0.5443	1.3555	1.1642
No log	0.6410	50	1.1137	0.5613	1.1137	1.0553
No log	0.6667	52	0.8569	0.5971	0.8569	0.9257
No log	0.6923	54	0.8364	0.5681	0.8364	0.9145
No log	0.7179	56	0.7936	0.6345	0.7936	0.8908
No log	0.7436	58	0.7841	0.7157	0.7841	0.8855
No log	0.7692	60	0.8637	0.6883	0.8637	0.9293
No log	0.7949	62	1.0015	0.6430	1.0015	1.0008
No log	0.8205	64	0.9174	0.6597	0.9174	0.9578
No log	0.8462	66	0.7481	0.7253	0.7481	0.8650
No log	0.8718	68	0.7448	0.7208	0.7448	0.8630
No log	0.8974	70	0.7358	0.7268	0.7358	0.8578
No log	0.9231	72	0.7093	0.7307	0.7093	0.8422
No log	0.9487	74	0.6974	0.6677	0.6974	0.8351
No log	0.9744	76	0.6905	0.6709	0.6905	0.8310
No log	1.0	78	0.7400	0.7487	0.7400	0.8602
No log	1.0256	80	0.7138	0.7077	0.7138	0.8449
No log	1.0513	82	0.7578	0.7372	0.7578	0.8705
No log	1.0769	84	0.7376	0.7305	0.7376	0.8589
No log	1.1026	86	0.7007	0.6923	0.7007	0.8371
No log	1.1282	88	0.7103	0.7202	0.7103	0.8428
No log	1.1538	90	0.7435	0.7454	0.7435	0.8622
No log	1.1795	92	0.8378	0.6990	0.8378	0.9153
No log	1.2051	94	0.8950	0.6831	0.8950	0.9461
No log	1.2308	96	0.8865	0.6671	0.8865	0.9416
No log	1.2564	98	0.7553	0.6908	0.7553	0.8691
No log	1.2821	100	0.7050	0.7252	0.7050	0.8396
No log	1.3077	102	0.8074	0.6614	0.8074	0.8986
No log	1.3333	104	1.0780	0.6469	1.0780	1.0383
No log	1.3590	106	1.0214	0.6634	1.0214	1.0106
No log	1.3846	108	0.8072	0.6604	0.8072	0.8984
No log	1.4103	110	0.7829	0.6235	0.7829	0.8848
No log	1.4359	112	0.7685	0.6234	0.7685	0.8766
No log	1.4615	114	0.8035	0.6641	0.8035	0.8964
No log	1.4872	116	0.7506	0.6550	0.7506	0.8663
No log	1.5128	118	0.6873	0.6786	0.6873	0.8290
No log	1.5385	120	0.7352	0.6906	0.7352	0.8574
No log	1.5641	122	0.7211	0.7021	0.7211	0.8492
No log	1.5897	124	0.7371	0.7386	0.7371	0.8586
No log	1.6154	126	0.9299	0.6808	0.9299	0.9643
No log	1.6410	128	0.9789	0.6892	0.9789	0.9894
No log	1.6667	130	0.8066	0.7092	0.8066	0.8981
No log	1.6923	132	0.7144	0.7190	0.7144	0.8452
No log	1.7179	134	0.7129	0.6558	0.7129	0.8443
No log	1.7436	136	0.6870	0.6913	0.6870	0.8289
No log	1.7692	138	0.6756	0.6969	0.6756	0.8220
No log	1.7949	140	0.6852	0.7545	0.6852	0.8278
No log	1.8205	142	0.6752	0.7467	0.6752	0.8217
No log	1.8462	144	0.6352	0.7645	0.6352	0.7970
No log	1.8718	146	0.6732	0.7235	0.6732	0.8205
No log	1.8974	148	0.8842	0.6833	0.8842	0.9403
No log	1.9231	150	1.0695	0.6491	1.0695	1.0341
No log	1.9487	152	1.0054	0.6629	1.0054	1.0027
No log	1.9744	154	0.8171	0.6741	0.8171	0.9039
No log	2.0	156	0.7255	0.7115	0.7255	0.8518
No log	2.0256	158	0.6977	0.7158	0.6977	0.8353
No log	2.0513	160	0.6755	0.7387	0.6755	0.8219
No log	2.0769	162	0.7548	0.6820	0.7548	0.8688
No log	2.1026	164	0.7566	0.6905	0.7566	0.8699
No log	2.1282	166	0.6632	0.7544	0.6632	0.8144
No log	2.1538	168	0.5998	0.7183	0.5998	0.7745
No log	2.1795	170	0.6131	0.6567	0.6131	0.7830
No log	2.2051	172	0.6056	0.6903	0.6056	0.7782
No log	2.2308	174	0.7008	0.7407	0.7008	0.8371
No log	2.2564	176	0.8064	0.7143	0.8064	0.8980
No log	2.2821	178	0.6955	0.7139	0.6955	0.8340
No log	2.3077	180	0.6615	0.6889	0.6615	0.8133
No log	2.3333	182	0.6736	0.7007	0.6736	0.8207
No log	2.3590	184	0.7775	0.7009	0.7775	0.8818
No log	2.3846	186	0.8821	0.6567	0.8821	0.9392
No log	2.4103	188	0.9279	0.6645	0.9279	0.9633
No log	2.4359	190	0.8688	0.6610	0.8688	0.9321
No log	2.4615	192	0.8840	0.6505	0.8840	0.9402
No log	2.4872	194	0.9091	0.6505	0.9091	0.9535
No log	2.5128	196	0.9796	0.6602	0.9796	0.9898
No log	2.5385	198	1.1971	0.6379	1.1971	1.0941
No log	2.5641	200	1.1614	0.5973	1.1614	1.0777
No log	2.5897	202	1.0771	0.6031	1.0771	1.0378
No log	2.6154	204	1.0150	0.5979	1.0150	1.0075
No log	2.6410	206	0.8842	0.6486	0.8842	0.9403
No log	2.6667	208	0.8009	0.6426	0.8009	0.8949
No log	2.6923	210	0.8242	0.6678	0.8242	0.9078
No log	2.7179	212	0.9689	0.6595	0.9689	0.9843
No log	2.7436	214	1.2331	0.6561	1.2331	1.1105
No log	2.7692	216	1.2714	0.6546	1.2714	1.1276
No log	2.7949	218	1.0324	0.6681	1.0324	1.0161
No log	2.8205	220	0.7493	0.7023	0.7493	0.8656
No log	2.8462	222	0.6737	0.7268	0.6737	0.8208
No log	2.8718	224	0.6719	0.7441	0.6719	0.8197
No log	2.8974	226	0.7645	0.6896	0.7645	0.8743
No log	2.9231	228	0.9298	0.6461	0.9298	0.9642
No log	2.9487	230	1.0222	0.5967	1.0222	1.0111
No log	2.9744	232	0.9360	0.6128	0.9360	0.9675
No log	3.0	234	0.8379	0.6356	0.8379	0.9154
No log	3.0256	236	0.8380	0.6482	0.8380	0.9154
No log	3.0513	238	0.7849	0.6777	0.7849	0.8860
No log	3.0769	240	0.7850	0.6864	0.7850	0.8860
No log	3.1026	242	0.9123	0.6775	0.9123	0.9551
No log	3.1282	244	0.9902	0.6879	0.9902	0.9951
No log	3.1538	246	1.0140	0.6843	1.0140	1.0070
No log	3.1795	248	0.8478	0.6898	0.8478	0.9208
No log	3.2051	250	0.7132	0.6759	0.7132	0.8445
No log	3.2308	252	0.6656	0.7265	0.6656	0.8158
No log	3.2564	254	0.6857	0.7001	0.6857	0.8281
No log	3.2821	256	0.7992	0.6845	0.7992	0.8940
No log	3.3077	258	0.8054	0.6802	0.8054	0.8974
No log	3.3333	260	0.6956	0.7046	0.6956	0.8340
No log	3.3590	262	0.6466	0.7473	0.6466	0.8041
No log	3.3846	264	0.6400	0.7181	0.6400	0.8000
No log	3.4103	266	0.6969	0.7242	0.6969	0.8348
No log	3.4359	268	0.7277	0.6998	0.7277	0.8530
No log	3.4615	270	0.7651	0.6724	0.7651	0.8747
No log	3.4872	272	0.7233	0.6878	0.7233	0.8505
No log	3.5128	274	0.6985	0.7110	0.6985	0.8358
No log	3.5385	276	0.7075	0.7009	0.7075	0.8411
No log	3.5641	278	0.7446	0.6923	0.7446	0.8629
No log	3.5897	280	0.8235	0.6731	0.8235	0.9075
No log	3.6154	282	0.8005	0.6751	0.8005	0.8947
No log	3.6410	284	0.8607	0.6731	0.8607	0.9278
No log	3.6667	286	0.8390	0.6773	0.8390	0.9160
No log	3.6923	288	0.7686	0.6921	0.7686	0.8767
No log	3.7179	290	0.7140	0.7009	0.7140	0.8450
No log	3.7436	292	0.6938	0.7029	0.6938	0.8330
No log	3.7692	294	0.6861	0.7029	0.6861	0.8283
No log	3.7949	296	0.6603	0.7096	0.6603	0.8126
No log	3.8205	298	0.6681	0.7096	0.6681	0.8174
No log	3.8462	300	0.7391	0.6921	0.7391	0.8597
No log	3.8718	302	0.7269	0.6921	0.7269	0.8526
No log	3.8974	304	0.6667	0.7058	0.6667	0.8165
No log	3.9231	306	0.6786	0.7078	0.6786	0.8238
No log	3.9487	308	0.7461	0.6921	0.7461	0.8637
No log	3.9744	310	0.8996	0.6896	0.8996	0.9485
No log	4.0	312	0.9847	0.6791	0.9847	0.9923
No log	4.0256	314	0.9225	0.6780	0.9225	0.9605
No log	4.0513	316	0.8127	0.6894	0.8127	0.9015
No log	4.0769	318	0.7521	0.6853	0.7521	0.8672
No log	4.1026	320	0.7185	0.6965	0.7185	0.8476
No log	4.1282	322	0.7842	0.6748	0.7842	0.8856
No log	4.1538	324	0.9495	0.6473	0.9495	0.9744
No log	4.1795	326	1.1019	0.6174	1.1019	1.0497
No log	4.2051	328	1.0425	0.6070	1.0425	1.0211
No log	4.2308	330	0.8525	0.6731	0.8525	0.9233
No log	4.2564	332	0.6989	0.6859	0.6989	0.8360
No log	4.2821	334	0.6758	0.7017	0.6758	0.8221
No log	4.3077	336	0.7359	0.6975	0.7359	0.8578
No log	4.3333	338	0.8007	0.6983	0.8007	0.8948
No log	4.3590	340	0.8053	0.7082	0.8053	0.8974
No log	4.3846	342	0.8154	0.7069	0.8154	0.9030
No log	4.4103	344	0.8117	0.6992	0.8117	0.9009
No log	4.4359	346	0.8086	0.6999	0.8086	0.8992
No log	4.4615	348	0.8219	0.7030	0.8219	0.9066
No log	4.4872	350	0.8426	0.6999	0.8426	0.9179
No log	4.5128	352	0.7626	0.6975	0.7626	0.8732
No log	4.5385	354	0.7580	0.6890	0.7580	0.8706
No log	4.5641	356	0.7984	0.6918	0.7984	0.8935
No log	4.5897	358	0.7502	0.7018	0.7502	0.8662
No log	4.6154	360	0.6715	0.7170	0.6715	0.8194
No log	4.6410	362	0.6257	0.7300	0.6257	0.7910
No log	4.6667	364	0.6379	0.7338	0.6379	0.7987
No log	4.6923	366	0.7189	0.7121	0.7189	0.8479
No log	4.7179	368	0.7781	0.7134	0.7781	0.8821
No log	4.7436	370	0.8194	0.6999	0.8194	0.9052
No log	4.7692	372	0.7628	0.7119	0.7628	0.8734
No log	4.7949	374	0.6760	0.7294	0.6760	0.8222
No log	4.8205	376	0.6638	0.7294	0.6638	0.8148
No log	4.8462	378	0.6665	0.7294	0.6665	0.8164
No log	4.8718	380	0.6433	0.7488	0.6433	0.8021
No log	4.8974	382	0.6254	0.7441	0.6254	0.7908
No log	4.9231	384	0.6208	0.7403	0.6208	0.7879
No log	4.9487	386	0.6657	0.7265	0.6657	0.8159
No log	4.9744	388	0.7616	0.7018	0.7616	0.8727
No log	5.0	390	0.8963	0.6654	0.8963	0.9467
No log	5.0256	392	0.9230	0.6821	0.9230	0.9607
No log	5.0513	394	0.8092	0.7060	0.8092	0.8995
No log	5.0769	396	0.6810	0.7257	0.6810	0.8252
No log	5.1026	398	0.6190	0.7353	0.6190	0.7868
No log	5.1282	400	0.6215	0.7406	0.6215	0.7883
No log	5.1538	402	0.6500	0.7427	0.6500	0.8062
No log	5.1795	404	0.6968	0.7208	0.6968	0.8348
No log	5.2051	406	0.7007	0.7164	0.7007	0.8371
No log	5.2308	408	0.6454	0.7390	0.6454	0.8034
No log	5.2564	410	0.6015	0.7429	0.6015	0.7756
No log	5.2821	412	0.5969	0.7429	0.5969	0.7726
No log	5.3077	414	0.5983	0.7320	0.5983	0.7735
No log	5.3333	416	0.6014	0.7219	0.6014	0.7755
No log	5.3590	418	0.6070	0.7429	0.6070	0.7791
No log	5.3846	420	0.6121	0.7467	0.6121	0.7824
No log	5.4103	422	0.6103	0.7453	0.6103	0.7812
No log	5.4359	424	0.6120	0.7150	0.6120	0.7823
No log	5.4615	426	0.6246	0.7329	0.6246	0.7903
No log	5.4872	428	0.6732	0.7467	0.6732	0.8205
No log	5.5128	430	0.7645	0.7074	0.7645	0.8744
No log	5.5385	432	0.8940	0.7136	0.8940	0.9455
No log	5.5641	434	0.9943	0.6978	0.9943	0.9971
No log	5.5897	436	0.9568	0.6759	0.9568	0.9782
No log	5.6154	438	0.8572	0.6646	0.8572	0.9258
No log	5.6410	440	0.8501	0.6605	0.8501	0.9220
No log	5.6667	442	0.8810	0.6407	0.8810	0.9386
No log	5.6923	444	0.9791	0.6232	0.9791	0.9895
No log	5.7179	446	1.0220	0.6110	1.0220	1.0110
No log	5.7436	448	0.9924	0.6110	0.9924	0.9962
No log	5.7692	450	0.9722	0.6412	0.9722	0.9860
No log	5.7949	452	0.9200	0.6647	0.9200	0.9592
No log	5.8205	454	0.8497	0.6918	0.8497	0.9218
No log	5.8462	456	0.7682	0.7043	0.7682	0.8765
No log	5.8718	458	0.7686	0.7137	0.7686	0.8767
No log	5.8974	460	0.8303	0.7054	0.8303	0.9112
No log	5.9231	462	0.9507	0.6858	0.9507	0.9750
No log	5.9487	464	1.0035	0.6804	1.0035	1.0018
No log	5.9744	466	0.9810	0.6606	0.9810	0.9904
No log	6.0	468	0.9400	0.6485	0.9400	0.9695
No log	6.0256	470	0.9147	0.6396	0.9147	0.9564
No log	6.0513	472	0.8832	0.6454	0.8832	0.9398
No log	6.0769	474	0.8280	0.6592	0.8280	0.9100
No log	6.1026	476	0.8157	0.6679	0.8157	0.9032
No log	6.1282	478	0.8072	0.6679	0.8072	0.8985
No log	6.1538	480	0.7626	0.7178	0.7626	0.8733
No log	6.1795	482	0.7346	0.7219	0.7346	0.8571
No log	6.2051	484	0.7114	0.7110	0.7114	0.8434
No log	6.2308	486	0.7291	0.7148	0.7291	0.8538
No log	6.2564	488	0.7505	0.7099	0.7505	0.8663
No log	6.2821	490	0.7177	0.7168	0.7177	0.8472
No log	6.3077	492	0.6967	0.7115	0.6967	0.8347
No log	6.3333	494	0.6477	0.7463	0.6477	0.8048
No log	6.3590	496	0.6180	0.7283	0.6180	0.7861
No log	6.3846	498	0.6133	0.7297	0.6133	0.7831
0.288	6.4103	500	0.6187	0.7283	0.6187	0.7866
0.288	6.4359	502	0.6469	0.7549	0.6469	0.8043
0.288	6.4615	504	0.7273	0.7083	0.7273	0.8528
0.288	6.4872	506	0.8393	0.6722	0.8393	0.9161
0.288	6.5128	508	0.8723	0.6561	0.8723	0.9340
0.288	6.5385	510	0.8526	0.6473	0.8526	0.9233
0.288	6.5641	512	0.8426	0.6567	0.8426	0.9179
0.288	6.5897	514	0.7991	0.6617	0.7991	0.8939
0.288	6.6154	516	0.7666	0.6705	0.7666	0.8755
0.288	6.6410	518	0.7342	0.6796	0.7342	0.8568
0.288	6.6667	520	0.7366	0.6946	0.7366	0.8582
0.288	6.6923	522	0.8048	0.6810	0.8048	0.8971
0.288	6.7179	524	0.8542	0.6629	0.8542	0.9242
0.288	6.7436	526	0.8329	0.6747	0.8329	0.9126
0.288	6.7692	528	0.8221	0.6781	0.8221	0.9067
0.288	6.7949	530	0.8039	0.6865	0.8039	0.8966
0.288	6.8205	532	0.8030	0.6865	0.8030	0.8961
0.288	6.8462	534	0.7644	0.7037	0.7644	0.8743
0.288	6.8718	536	0.7790	0.6799	0.7790	0.8826
0.288	6.8974	538	0.7795	0.6799	0.7795	0.8829
0.288	6.9231	540	0.7598	0.6829	0.7598	0.8716
0.288	6.9487	542	0.7909	0.6625	0.7909	0.8893
0.288	6.9744	544	0.8571	0.6407	0.8571	0.9258
0.288	7.0	546	0.8813	0.6454	0.8813	0.9388
0.288	7.0256	548	0.8724	0.6454	0.8724	0.9340
0.288	7.0513	550	0.8397	0.6592	0.8397	0.9164
0.288	7.0769	552	0.8229	0.6592	0.8229	0.9072
0.288	7.1026	554	0.8222	0.6592	0.8222	0.9067
0.288	7.1282	556	0.8519	0.6482	0.8519	0.9230
0.288	7.1538	558	0.8644	0.6569	0.8644	0.9297
0.288	7.1795	560	0.8773	0.6569	0.8773	0.9367
0.288	7.2051	562	0.8603	0.6569	0.8603	0.9275
0.288	7.2308	564	0.8558	0.6482	0.8558	0.9251
0.288	7.2564	566	0.7904	0.6592	0.7904	0.8890
0.288	7.2821	568	0.7372	0.7026	0.7372	0.8586
0.288	7.3077	570	0.7023	0.7099	0.7023	0.8380
0.288	7.3333	572	0.7030	0.7037	0.7030	0.8384
0.288	7.3590	574	0.7177	0.7243	0.7177	0.8472
0.288	7.3846	576	0.7596	0.6756	0.7596	0.8715
0.288	7.4103	578	0.7957	0.6841	0.7957	0.8920
0.288	7.4359	580	0.8102	0.6722	0.8102	0.9001
0.288	7.4615	582	0.8170	0.6722	0.8170	0.9039
0.288	7.4872	584	0.8080	0.6635	0.8080	0.8989
0.288	7.5128	586	0.7879	0.6877	0.7879	0.8876
0.288	7.5385	588	0.7521	0.6877	0.7521	0.8672
0.288	7.5641	590	0.7446	0.6885	0.7446	0.8629
0.288	7.5897	592	0.7560	0.6960	0.7560	0.8695
0.288	7.6154	594	0.7480	0.6925	0.7480	0.8649
0.288	7.6410	596	0.7271	0.7064	0.7271	0.8527
0.288	7.6667	598	0.7017	0.7044	0.7017	0.8377
0.288	7.6923	600	0.6858	0.7164	0.6858	0.8281
0.288	7.7179	602	0.7051	0.7083	0.7051	0.8397
0.288	7.7436	604	0.7223	0.7163	0.7223	0.8499
0.288	7.7692	606	0.7332	0.7143	0.7332	0.8563
0.288	7.7949	608	0.7183	0.7083	0.7183	0.8475
0.288	7.8205	610	0.6900	0.7100	0.6900	0.8307
0.288	7.8462	612	0.6558	0.7164	0.6558	0.8098
0.288	7.8718	614	0.6316	0.7246	0.6316	0.7947
0.288	7.8974	616	0.6341	0.7177	0.6341	0.7963
0.288	7.9231	618	0.6651	0.7272	0.6651	0.8156
0.288	7.9487	620	0.7270	0.7083	0.7270	0.8526
0.288	7.9744	622	0.7879	0.6960	0.7879	0.8876
0.288	8.0	624	0.8399	0.6985	0.8399	0.9165
0.288	8.0256	626	0.8843	0.6875	0.8843	0.9404
0.288	8.0513	628	0.8789	0.6985	0.8789	0.9375
0.288	8.0769	630	0.8416	0.6985	0.8416	0.9174
0.288	8.1026	632	0.8047	0.6960	0.8047	0.8971
0.288	8.1282	634	0.7909	0.7002	0.7909	0.8893
0.288	8.1538	636	0.7718	0.6967	0.7718	0.8785
0.288	8.1795	638	0.7764	0.7002	0.7764	0.8812
0.288	8.2051	640	0.8020	0.6960	0.8020	0.8955
0.288	8.2308	642	0.8314	0.7018	0.8314	0.9118
0.288	8.2564	644	0.8324	0.7018	0.8324	0.9123
0.288	8.2821	646	0.8031	0.7018	0.8031	0.8961
0.288	8.3077	648	0.7648	0.6967	0.7648	0.8745
0.288	8.3333	650	0.7362	0.6909	0.7362	0.8580
0.288	8.3590	652	0.7346	0.6909	0.7346	0.8571
0.288	8.3846	654	0.7452	0.6967	0.7452	0.8632
0.288	8.4103	656	0.7533	0.6967	0.7533	0.8679
0.288	8.4359	658	0.7691	0.7002	0.7691	0.8770
0.288	8.4615	660	0.7998	0.7041	0.7998	0.8943
0.288	8.4872	662	0.8451	0.7078	0.8451	0.9193
0.288	8.5128	664	0.8672	0.6989	0.8672	0.9312
0.288	8.5385	666	0.8555	0.6989	0.8555	0.9249
0.288	8.5641	668	0.8291	0.7022	0.8291	0.9105
0.288	8.5897	670	0.7877	0.7041	0.7877	0.8875
0.288	8.6154	672	0.7451	0.6939	0.7451	0.8632
0.288	8.6410	674	0.7270	0.6958	0.7270	0.8526
0.288	8.6667	676	0.7136	0.7021	0.7136	0.8447
0.288	8.6923	678	0.6949	0.7325	0.6949	0.8336
0.288	8.7179	680	0.6865	0.7370	0.6865	0.8286
0.288	8.7436	682	0.6805	0.7287	0.6805	0.8249
0.288	8.7692	684	0.6802	0.7287	0.6802	0.8248
0.288	8.7949	686	0.6978	0.7243	0.6978	0.8353
0.288	8.8205	688	0.7260	0.6939	0.7260	0.8520
0.288	8.8462	690	0.7551	0.6896	0.7551	0.8690
0.288	8.8718	692	0.7893	0.6877	0.7893	0.8884
0.288	8.8974	694	0.8073	0.6999	0.8073	0.8985
0.288	8.9231	696	0.8019	0.6999	0.8019	0.8955
0.288	8.9487	698	0.7775	0.6960	0.7775	0.8818
0.288	8.9744	700	0.7608	0.6960	0.7608	0.8722
0.288	9.0	702	0.7368	0.6939	0.7368	0.8584
0.288	9.0256	704	0.7233	0.6939	0.7233	0.8505
0.288	9.0513	706	0.7134	0.6939	0.7134	0.8447
0.288	9.0769	708	0.7122	0.7037	0.7122	0.8439
0.288	9.1026	710	0.7086	0.7001	0.7086	0.8418
0.288	9.1282	712	0.7114	0.7083	0.7114	0.8435
0.288	9.1538	714	0.7192	0.7021	0.7192	0.8480
0.288	9.1795	716	0.7228	0.7021	0.7228	0.8502
0.288	9.2051	718	0.7171	0.7021	0.7171	0.8468
0.288	9.2308	720	0.7181	0.7021	0.7181	0.8474
0.288	9.2564	722	0.7219	0.6939	0.7219	0.8497
0.288	9.2821	724	0.7236	0.6939	0.7236	0.8506
0.288	9.3077	726	0.7281	0.6939	0.7281	0.8533
0.288	9.3333	728	0.7359	0.6939	0.7359	0.8579
0.288	9.3590	730	0.7414	0.6920	0.7414	0.8611
0.288	9.3846	732	0.7435	0.7002	0.7435	0.8623
0.288	9.4103	734	0.7384	0.7021	0.7384	0.8593
0.288	9.4359	736	0.7374	0.6939	0.7374	0.8587
0.288	9.4615	738	0.7386	0.7021	0.7386	0.8594
0.288	9.4872	740	0.7417	0.7021	0.7417	0.8612
0.288	9.5128	742	0.7453	0.7002	0.7453	0.8633
0.288	9.5385	744	0.7439	0.7021	0.7439	0.8625
0.288	9.5641	746	0.7445	0.6939	0.7445	0.8629
0.288	9.5897	748	0.7409	0.6939	0.7409	0.8607
0.288	9.6154	750	0.7379	0.6939	0.7379	0.8590
0.288	9.6410	752	0.7392	0.6939	0.7392	0.8597
0.288	9.6667	754	0.7386	0.6939	0.7386	0.8594
0.288	9.6923	756	0.7369	0.6939	0.7369	0.8584
0.288	9.7179	758	0.7375	0.6939	0.7375	0.8588
0.288	9.7436	760	0.7397	0.6939	0.7397	0.8601
0.288	9.7692	762	0.7420	0.6939	0.7420	0.8614
0.288	9.7949	764	0.7413	0.6939	0.7413	0.8610
0.288	9.8205	766	0.7412	0.6939	0.7412	0.8609
0.288	9.8462	768	0.7398	0.6939	0.7398	0.8601
0.288	9.8718	770	0.7401	0.6939	0.7401	0.8603
0.288	9.8974	772	0.7391	0.6939	0.7391	0.8597
0.288	9.9231	774	0.7377	0.6939	0.7377	0.8589
0.288	9.9487	776	0.7368	0.6939	0.7368	0.8583
0.288	9.9744	778	0.7360	0.6939	0.7360	0.8579
0.288	10.0	780	0.7356	0.6939	0.7356	0.8577

Framework versions

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