ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k14_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: 0.8188
• Qwk: 0.7041
• Mse: 0.8188
• Rmse: 0.9049

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	0.0303	2	2.1747	0.0285	2.1747	1.4747
No log	0.0606	4	1.4443	0.2320	1.4443	1.2018
No log	0.0909	6	1.4168	0.1983	1.4168	1.1903
No log	0.1212	8	1.3971	0.1495	1.3971	1.1820
No log	0.1515	10	1.3227	0.1449	1.3227	1.1501
No log	0.1818	12	1.1806	0.2113	1.1806	1.0865
No log	0.2121	14	1.1709	0.2875	1.1709	1.0821
No log	0.2424	16	1.1693	0.3298	1.1693	1.0814
No log	0.2727	18	1.1592	0.2675	1.1592	1.0767
No log	0.3030	20	1.1867	0.2301	1.1867	1.0894
No log	0.3333	22	1.2962	0.1957	1.2962	1.1385
No log	0.3636	24	1.2512	0.1749	1.2512	1.1186
No log	0.3939	26	1.1415	0.2300	1.1415	1.0684
No log	0.4242	28	1.2990	0.2150	1.2990	1.1398
No log	0.4545	30	1.3996	0.2173	1.3996	1.1831
No log	0.4848	32	1.3920	0.2622	1.3920	1.1798
No log	0.5152	34	1.3720	0.1866	1.3720	1.1713
No log	0.5455	36	1.3201	0.0683	1.3201	1.1490
No log	0.5758	38	1.3345	0.0973	1.3345	1.1552
No log	0.6061	40	1.4057	0.3280	1.4057	1.1856
No log	0.6364	42	1.3755	0.3056	1.3755	1.1728
No log	0.6667	44	1.2817	0.2335	1.2817	1.1321
No log	0.6970	46	1.1989	0.2689	1.1989	1.0950
No log	0.7273	48	1.1652	0.3103	1.1652	1.0794
No log	0.7576	50	1.1352	0.3168	1.1352	1.0655
No log	0.7879	52	1.1243	0.3638	1.1243	1.0603
No log	0.8182	54	1.1591	0.3761	1.1591	1.0766
No log	0.8485	56	1.2218	0.3860	1.2218	1.1053
No log	0.8788	58	1.1985	0.4073	1.1985	1.0948
No log	0.9091	60	1.1979	0.4367	1.1979	1.0945
No log	0.9394	62	1.1983	0.4598	1.1983	1.0947
No log	0.9697	64	1.0059	0.5030	1.0059	1.0029
No log	1.0	66	0.8337	0.5983	0.8337	0.9130
No log	1.0303	68	0.8101	0.6098	0.8101	0.9000
No log	1.0606	70	0.7947	0.6400	0.7947	0.8915
No log	1.0909	72	0.8013	0.6319	0.8013	0.8951
No log	1.1212	74	0.8229	0.6252	0.8229	0.9071
No log	1.1515	76	0.8673	0.5858	0.8673	0.9313
No log	1.1818	78	0.8300	0.6046	0.8300	0.9110
No log	1.2121	80	0.7805	0.6486	0.7805	0.8835
No log	1.2424	82	0.7913	0.6275	0.7913	0.8896
No log	1.2727	84	0.8353	0.6468	0.8353	0.9139
No log	1.3030	86	0.9784	0.5742	0.9784	0.9892
No log	1.3333	88	1.3310	0.4652	1.3310	1.1537
No log	1.3636	90	1.5765	0.3815	1.5765	1.2556
No log	1.3939	92	1.4100	0.4419	1.4100	1.1874
No log	1.4242	94	1.0964	0.5489	1.0964	1.0471
No log	1.4545	96	0.8251	0.6362	0.8251	0.9084
No log	1.4848	98	0.8018	0.6245	0.8018	0.8954
No log	1.5152	100	0.8080	0.6120	0.8080	0.8989
No log	1.5455	102	0.8726	0.5879	0.8726	0.9341
No log	1.5758	104	0.9783	0.5746	0.9783	0.9891
No log	1.6061	106	1.2734	0.4213	1.2734	1.1284
No log	1.6364	108	1.5091	0.3859	1.5091	1.2285
No log	1.6667	110	1.5259	0.4216	1.5259	1.2353
No log	1.6970	112	1.3212	0.4296	1.3212	1.1494
No log	1.7273	114	1.0370	0.5168	1.0370	1.0183
No log	1.7576	116	0.8881	0.5224	0.8881	0.9424
No log	1.7879	118	0.8734	0.5747	0.8734	0.9345
No log	1.8182	120	0.8748	0.5793	0.8748	0.9353
No log	1.8485	122	0.9124	0.5286	0.9124	0.9552
No log	1.8788	124	1.0429	0.5001	1.0429	1.0212
No log	1.9091	126	1.2515	0.4249	1.2515	1.1187
No log	1.9394	128	1.4441	0.4006	1.4441	1.2017
No log	1.9697	130	1.5227	0.4136	1.5227	1.2340
No log	2.0	132	1.3528	0.4522	1.3528	1.1631
No log	2.0303	134	1.0978	0.4761	1.0978	1.0478
No log	2.0606	136	0.9512	0.5297	0.9512	0.9753
No log	2.0909	138	0.8944	0.5861	0.8944	0.9457
No log	2.1212	140	0.8814	0.6012	0.8814	0.9388
No log	2.1515	142	0.9264	0.5620	0.9264	0.9625
No log	2.1818	144	1.0922	0.4767	1.0922	1.0451
No log	2.2121	146	1.2055	0.4503	1.2055	1.0979
No log	2.2424	148	1.1290	0.4872	1.1290	1.0626
No log	2.2727	150	0.9860	0.5560	0.9860	0.9930
No log	2.3030	152	0.8397	0.6087	0.8397	0.9164
No log	2.3333	154	0.7991	0.6441	0.7991	0.8939
No log	2.3636	156	0.8020	0.6553	0.8020	0.8956
No log	2.3939	158	0.8635	0.6616	0.8635	0.9293
No log	2.4242	160	0.9970	0.5624	0.9970	0.9985
No log	2.4545	162	1.1093	0.5456	1.1093	1.0532
No log	2.4848	164	1.1031	0.5368	1.1031	1.0503
No log	2.5152	166	1.0459	0.5690	1.0459	1.0227
No log	2.5455	168	0.9263	0.5986	0.9263	0.9624
No log	2.5758	170	0.8203	0.6726	0.8203	0.9057
No log	2.6061	172	0.8096	0.6583	0.8096	0.8998
No log	2.6364	174	0.8244	0.6336	0.8244	0.9080
No log	2.6667	176	0.9062	0.5855	0.9062	0.9520
No log	2.6970	178	1.0183	0.5342	1.0183	1.0091
No log	2.7273	180	0.9654	0.5602	0.9654	0.9825
No log	2.7576	182	0.8255	0.6510	0.8255	0.9086
No log	2.7879	184	0.7533	0.6546	0.7533	0.8679
No log	2.8182	186	0.7478	0.6606	0.7478	0.8647
No log	2.8485	188	0.7710	0.6545	0.7710	0.8781
No log	2.8788	190	0.8718	0.5989	0.8718	0.9337
No log	2.9091	192	0.9808	0.5423	0.9809	0.9904
No log	2.9394	194	1.0957	0.5253	1.0957	1.0468
No log	2.9697	196	1.2572	0.5092	1.2572	1.1213
No log	3.0	198	1.3924	0.4857	1.3924	1.1800
No log	3.0303	200	1.3050	0.4990	1.3050	1.1424
No log	3.0606	202	1.1414	0.5065	1.1414	1.0684
No log	3.0909	204	0.9567	0.5442	0.9567	0.9781
No log	3.1212	206	0.8646	0.6278	0.8646	0.9299
No log	3.1515	208	0.8598	0.6294	0.8598	0.9273
No log	3.1818	210	0.9307	0.5870	0.9307	0.9647
No log	3.2121	212	0.9839	0.5536	0.9839	0.9919
No log	3.2424	214	0.8903	0.5883	0.8903	0.9436
No log	3.2727	216	0.7918	0.6254	0.7918	0.8898
No log	3.3030	218	0.7569	0.6773	0.7569	0.8700
No log	3.3333	220	0.7758	0.6666	0.7758	0.8808
No log	3.3636	222	0.8379	0.6442	0.8379	0.9153
No log	3.3939	224	0.9180	0.5766	0.9180	0.9581
No log	3.4242	226	1.0824	0.5834	1.0824	1.0404
No log	3.4545	228	1.2777	0.5426	1.2777	1.1304
No log	3.4848	230	1.2844	0.5443	1.2845	1.1333
No log	3.5152	232	1.1153	0.5529	1.1153	1.0561
No log	3.5455	234	0.9404	0.6027	0.9404	0.9697
No log	3.5758	236	0.8693	0.6446	0.8693	0.9323
No log	3.6061	238	0.8825	0.6363	0.8825	0.9394
No log	3.6364	240	1.0098	0.6163	1.0098	1.0049
No log	3.6667	242	1.0965	0.5545	1.0965	1.0471
No log	3.6970	244	1.1898	0.5581	1.1898	1.0908
No log	3.7273	246	1.1607	0.5695	1.1607	1.0774
No log	3.7576	248	1.0142	0.5956	1.0142	1.0071
No log	3.7879	250	0.8614	0.6785	0.8614	0.9281
No log	3.8182	252	0.7927	0.6979	0.7927	0.8903
No log	3.8485	254	0.7753	0.6865	0.7753	0.8805
No log	3.8788	256	0.7885	0.7011	0.7885	0.8880
No log	3.9091	258	0.8607	0.6537	0.8607	0.9277
No log	3.9394	260	1.0409	0.5631	1.0409	1.0203
No log	3.9697	262	1.2452	0.5232	1.2452	1.1159
No log	4.0	264	1.2776	0.5029	1.2776	1.1303
No log	4.0303	266	1.1859	0.5280	1.1859	1.0890
No log	4.0606	268	1.0378	0.5673	1.0378	1.0187
No log	4.0909	270	0.8748	0.6092	0.8748	0.9353
No log	4.1212	272	0.7878	0.6954	0.7878	0.8876
No log	4.1515	274	0.7719	0.6980	0.7719	0.8786
No log	4.1818	276	0.7856	0.6804	0.7856	0.8864
No log	4.2121	278	0.8492	0.6627	0.8492	0.9215
No log	4.2424	280	0.9491	0.5846	0.9491	0.9742
No log	4.2727	282	0.9797	0.5707	0.9797	0.9898
No log	4.3030	284	0.9964	0.5684	0.9964	0.9982
No log	4.3333	286	0.9731	0.5972	0.9731	0.9864
No log	4.3636	288	0.8732	0.6631	0.8732	0.9345
No log	4.3939	290	0.7821	0.6869	0.7821	0.8844
No log	4.4242	292	0.7192	0.6620	0.7192	0.8481
No log	4.4545	294	0.7115	0.6766	0.7115	0.8435
No log	4.4848	296	0.7234	0.6726	0.7234	0.8505
No log	4.5152	298	0.7442	0.6709	0.7442	0.8627
No log	4.5455	300	0.8201	0.6898	0.8201	0.9056
No log	4.5758	302	0.8820	0.6463	0.8820	0.9391
No log	4.6061	304	0.8980	0.6187	0.8980	0.9476
No log	4.6364	306	0.8669	0.6423	0.8669	0.9311
No log	4.6667	308	0.8659	0.6589	0.8659	0.9306
No log	4.6970	310	0.9254	0.6205	0.9254	0.9620
No log	4.7273	312	1.0040	0.5686	1.0040	1.0020
No log	4.7576	314	1.1250	0.5226	1.1250	1.0607
No log	4.7879	316	1.1957	0.5309	1.1957	1.0935
No log	4.8182	318	1.1843	0.5492	1.1843	1.0883
No log	4.8485	320	1.0823	0.6136	1.0823	1.0403
No log	4.8788	322	0.9365	0.6559	0.9365	0.9677
No log	4.9091	324	0.8359	0.6935	0.8359	0.9143
No log	4.9394	326	0.8045	0.6943	0.8045	0.8969
No log	4.9697	328	0.8110	0.6953	0.8110	0.9006
No log	5.0	330	0.8760	0.6918	0.8760	0.9360
No log	5.0303	332	0.9953	0.6759	0.9953	0.9977
No log	5.0606	334	1.0994	0.6498	1.0994	1.0485
No log	5.0909	336	1.0919	0.6415	1.0919	1.0449
No log	5.1212	338	1.0121	0.6680	1.0121	1.0061
No log	5.1515	340	0.8764	0.6792	0.8764	0.9362
No log	5.1818	342	0.7514	0.7160	0.7514	0.8668
No log	5.2121	344	0.6961	0.7393	0.6961	0.8343
No log	5.2424	346	0.6889	0.7270	0.6889	0.8300
No log	5.2727	348	0.7107	0.7353	0.7107	0.8431
No log	5.3030	350	0.7348	0.7432	0.7348	0.8572
No log	5.3333	352	0.7157	0.7315	0.7157	0.8460
No log	5.3636	354	0.6748	0.7299	0.6748	0.8214
No log	5.3939	356	0.6568	0.7010	0.6568	0.8104
No log	5.4242	358	0.6597	0.7005	0.6597	0.8122
No log	5.4545	360	0.6731	0.7041	0.6731	0.8204
No log	5.4848	362	0.7275	0.7391	0.7275	0.8529
No log	5.5152	364	0.8309	0.7067	0.8309	0.9115
No log	5.5455	366	0.8734	0.6900	0.8734	0.9345
No log	5.5758	368	0.8592	0.6972	0.8592	0.9269
No log	5.6061	370	0.7996	0.6970	0.7996	0.8942
No log	5.6364	372	0.7475	0.7573	0.7475	0.8646
No log	5.6667	374	0.7320	0.7254	0.7320	0.8556
No log	5.6970	376	0.7468	0.7413	0.7468	0.8642
No log	5.7273	378	0.7909	0.7062	0.7909	0.8893
No log	5.7576	380	0.8668	0.6981	0.8668	0.9310
No log	5.7879	382	0.9639	0.6704	0.9639	0.9818
No log	5.8182	384	0.9836	0.6824	0.9836	0.9918
No log	5.8485	386	0.9151	0.6561	0.9151	0.9566
No log	5.8788	388	0.8076	0.7039	0.8076	0.8986
No log	5.9091	390	0.7309	0.7209	0.7309	0.8549
No log	5.9394	392	0.7042	0.7270	0.7042	0.8392
No log	5.9697	394	0.7207	0.7491	0.7207	0.8490
No log	6.0	396	0.7645	0.7192	0.7645	0.8744
No log	6.0303	398	0.8287	0.7108	0.8287	0.9103
No log	6.0606	400	0.8759	0.6844	0.8759	0.9359
No log	6.0909	402	0.8506	0.6927	0.8506	0.9223
No log	6.1212	404	0.8024	0.7195	0.8024	0.8958
No log	6.1515	406	0.7803	0.7215	0.7803	0.8834
No log	6.1818	408	0.7714	0.7178	0.7714	0.8783
No log	6.2121	410	0.7612	0.7220	0.7612	0.8725
No log	6.2424	412	0.7950	0.6964	0.7950	0.8916
No log	6.2727	414	0.8659	0.7010	0.8659	0.9306
No log	6.3030	416	0.9409	0.6809	0.9409	0.9700
No log	6.3333	418	0.9772	0.6421	0.9772	0.9885
No log	6.3636	420	0.9406	0.6523	0.9406	0.9698
No log	6.3939	422	0.8999	0.6678	0.8999	0.9487
No log	6.4242	424	0.8943	0.6678	0.8943	0.9457
No log	6.4545	426	0.9044	0.6769	0.9044	0.9510
No log	6.4848	428	0.8861	0.6741	0.8861	0.9413
No log	6.5152	430	0.8557	0.6898	0.8557	0.9251
No log	6.5455	432	0.8554	0.6982	0.8554	0.9249
No log	6.5758	434	0.8768	0.6958	0.8768	0.9364
No log	6.6061	436	0.8922	0.6810	0.8922	0.9446
No log	6.6364	438	0.9041	0.6792	0.9041	0.9508
No log	6.6667	440	0.9370	0.6748	0.9370	0.9680
No log	6.6970	442	0.9597	0.6688	0.9597	0.9796
No log	6.7273	444	0.9566	0.6696	0.9566	0.9781
No log	6.7576	446	0.9208	0.6923	0.9208	0.9596
No log	6.7879	448	0.9142	0.7007	0.9142	0.9561
No log	6.8182	450	0.9002	0.6974	0.9002	0.9488
No log	6.8485	452	0.8886	0.6894	0.8886	0.9427
No log	6.8788	454	0.8770	0.6894	0.8770	0.9365
No log	6.9091	456	0.8622	0.7029	0.8622	0.9285
No log	6.9394	458	0.8246	0.6986	0.8246	0.9081
No log	6.9697	460	0.7901	0.6977	0.7901	0.8889
No log	7.0	462	0.7745	0.7077	0.7745	0.8800
No log	7.0303	464	0.7866	0.6977	0.7866	0.8869
No log	7.0606	466	0.7925	0.6904	0.7925	0.8902
No log	7.0909	468	0.7857	0.6892	0.7857	0.8864
No log	7.1212	470	0.7662	0.6943	0.7662	0.8753
No log	7.1515	472	0.7670	0.6898	0.7670	0.8758
No log	7.1818	474	0.7741	0.6898	0.7741	0.8798
No log	7.2121	476	0.7664	0.6898	0.7664	0.8755
No log	7.2424	478	0.7632	0.7087	0.7632	0.8736
No log	7.2727	480	0.7812	0.6873	0.7812	0.8838
No log	7.3030	482	0.8277	0.6920	0.8277	0.9098
No log	7.3333	484	0.8746	0.6918	0.8746	0.9352
No log	7.3636	486	0.8869	0.6771	0.8869	0.9418
No log	7.3939	488	0.8596	0.6925	0.8596	0.9272
No log	7.4242	490	0.8260	0.6963	0.8260	0.9088
No log	7.4545	492	0.8071	0.6904	0.8071	0.8984
No log	7.4848	494	0.8087	0.6904	0.8087	0.8993
No log	7.5152	496	0.8350	0.6904	0.8350	0.9138
No log	7.5455	498	0.8641	0.6979	0.8641	0.9295
0.3269	7.5758	500	0.8826	0.6937	0.8826	0.9395
0.3269	7.6061	502	0.8982	0.6967	0.8982	0.9477
0.3269	7.6364	504	0.8869	0.6932	0.8869	0.9417
0.3269	7.6667	506	0.8656	0.6932	0.8656	0.9304
0.3269	7.6970	508	0.8273	0.6796	0.8273	0.9095
0.3269	7.7273	510	0.8026	0.6732	0.8026	0.8959
0.3269	7.7576	512	0.7797	0.6640	0.7797	0.8830
0.3269	7.7879	514	0.7730	0.6640	0.7730	0.8792
0.3269	7.8182	516	0.7773	0.6640	0.7773	0.8817
0.3269	7.8485	518	0.7825	0.6640	0.7825	0.8846
0.3269	7.8788	520	0.7851	0.6796	0.7851	0.8860
0.3269	7.9091	522	0.7919	0.6948	0.7919	0.8899
0.3269	7.9394	524	0.8105	0.7033	0.8105	0.9003
0.3269	7.9697	526	0.8343	0.7018	0.8343	0.9134
0.3269	8.0	528	0.8512	0.7044	0.8512	0.9226
0.3269	8.0303	530	0.8610	0.7181	0.8610	0.9279
0.3269	8.0606	532	0.8526	0.7181	0.8526	0.9234
0.3269	8.0909	534	0.8323	0.7181	0.8323	0.9123
0.3269	8.1212	536	0.8182	0.7147	0.8182	0.9046
0.3269	8.1515	538	0.8043	0.7013	0.8043	0.8968
0.3269	8.1818	540	0.7889	0.6933	0.7889	0.8882
0.3269	8.2121	542	0.7778	0.6933	0.7778	0.8819
0.3269	8.2424	544	0.7673	0.6933	0.7673	0.8760
0.3269	8.2727	546	0.7393	0.7223	0.7393	0.8598
0.3269	8.3030	548	0.7221	0.7331	0.7221	0.8497
0.3269	8.3333	550	0.7071	0.7257	0.7071	0.8409
0.3269	8.3636	552	0.7046	0.7197	0.7046	0.8394
0.3269	8.3939	554	0.7137	0.7212	0.7137	0.8448
0.3269	8.4242	556	0.7256	0.7041	0.7256	0.8518
0.3269	8.4545	558	0.7481	0.7017	0.7481	0.8649
0.3269	8.4848	560	0.7667	0.6953	0.7667	0.8756
0.3269	8.5152	562	0.7715	0.6867	0.7715	0.8784
0.3269	8.5455	564	0.7689	0.6867	0.7689	0.8769
0.3269	8.5758	566	0.7643	0.6867	0.7643	0.8742
0.3269	8.6061	568	0.7645	0.6867	0.7645	0.8744
0.3269	8.6364	570	0.7594	0.6830	0.7594	0.8714
0.3269	8.6667	572	0.7591	0.6830	0.7591	0.8713
0.3269	8.6970	574	0.7530	0.6931	0.7530	0.8678
0.3269	8.7273	576	0.7456	0.6931	0.7456	0.8635
0.3269	8.7576	578	0.7491	0.6931	0.7491	0.8655
0.3269	8.7879	580	0.7595	0.6931	0.7595	0.8715
0.3269	8.8182	582	0.7787	0.7103	0.7787	0.8824
0.3269	8.8485	584	0.7909	0.7005	0.7909	0.8893
0.3269	8.8788	586	0.7823	0.7103	0.7823	0.8845
0.3269	8.9091	588	0.7739	0.7103	0.7739	0.8797
0.3269	8.9394	590	0.7628	0.7103	0.7628	0.8734
0.3269	8.9697	592	0.7551	0.7224	0.7551	0.8689
0.3269	9.0	594	0.7528	0.7224	0.7528	0.8676
0.3269	9.0303	596	0.7570	0.7224	0.7570	0.8701
0.3269	9.0606	598	0.7600	0.7224	0.7600	0.8718
0.3269	9.0909	600	0.7600	0.7103	0.7600	0.8718
0.3269	9.1212	602	0.7640	0.7103	0.7640	0.8740
0.3269	9.1515	604	0.7697	0.7103	0.7697	0.8773
0.3269	9.1818	606	0.7754	0.7103	0.7754	0.8806
0.3269	9.2121	608	0.7764	0.7103	0.7764	0.8812
0.3269	9.2424	610	0.7715	0.7103	0.7715	0.8783
0.3269	9.2727	612	0.7629	0.7021	0.7629	0.8734
0.3269	9.3030	614	0.7587	0.7021	0.7587	0.8710
0.3269	9.3333	616	0.7623	0.7021	0.7623	0.8731
0.3269	9.3636	618	0.7671	0.7021	0.7671	0.8759
0.3269	9.3939	620	0.7741	0.7057	0.7741	0.8798
0.3269	9.4242	622	0.7770	0.6958	0.7770	0.8815
0.3269	9.4545	624	0.7781	0.6958	0.7781	0.8821
0.3269	9.4848	626	0.7760	0.6958	0.7760	0.8809
0.3269	9.5152	628	0.7739	0.6922	0.7739	0.8797
0.3269	9.5455	630	0.7770	0.7005	0.7770	0.8815
0.3269	9.5758	632	0.7838	0.7005	0.7838	0.8854
0.3269	9.6061	634	0.7930	0.7005	0.7930	0.8905
0.3269	9.6364	636	0.8008	0.7041	0.8008	0.8949
0.3269	9.6667	638	0.8054	0.7041	0.8054	0.8974
0.3269	9.6970	640	0.8064	0.7041	0.8064	0.8980
0.3269	9.7273	642	0.8090	0.7041	0.8090	0.8995
0.3269	9.7576	644	0.8120	0.7041	0.8120	0.9011
0.3269	9.7879	646	0.8144	0.7041	0.8144	0.9024
0.3269	9.8182	648	0.8169	0.7041	0.8169	0.9038
0.3269	9.8485	650	0.8194	0.7041	0.8194	0.9052
0.3269	9.8788	652	0.8206	0.7041	0.8206	0.9059
0.3269	9.9091	654	0.8204	0.7041	0.8204	0.9058
0.3269	9.9394	656	0.8198	0.7041	0.8198	0.9054
0.3269	9.9697	658	0.8193	0.7041	0.8193	0.9052
0.3269	10.0	660	0.8188	0.7041	0.8188	0.9049

Framework versions

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