ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_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: 1.1480
• Qwk: 0.5916
• Mse: 1.1480
• Rmse: 1.0714

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	2.2487	0.0408	2.2487	1.4996
No log	0.0606	4	1.5015	0.1772	1.5015	1.2253
No log	0.0909	6	1.5494	0.0722	1.5494	1.2448
No log	0.1212	8	1.6891	0.1952	1.6891	1.2997
No log	0.1515	10	2.0193	0.2477	2.0193	1.4210
No log	0.1818	12	1.7601	0.1422	1.7601	1.3267
No log	0.2121	14	1.7329	-0.0040	1.7329	1.3164
No log	0.2424	16	1.6341	0.1175	1.6341	1.2783
No log	0.2727	18	1.5321	0.0765	1.5321	1.2378
No log	0.3030	20	1.6930	0.0338	1.6930	1.3011
No log	0.3333	22	1.8767	0.1337	1.8767	1.3699
No log	0.3636	24	2.0463	0.2066	2.0463	1.4305
No log	0.3939	26	2.2775	0.1565	2.2775	1.5091
No log	0.4242	28	2.3725	0.1141	2.3725	1.5403
No log	0.4545	30	2.3702	0.1021	2.3702	1.5396
No log	0.4848	32	2.2785	0.1576	2.2785	1.5095
No log	0.5152	34	2.2066	0.1514	2.2066	1.4855
No log	0.5455	36	1.9973	0.0982	1.9973	1.4133
No log	0.5758	38	1.9091	0.0971	1.9091	1.3817
No log	0.6061	40	1.8498	0.0910	1.8498	1.3601
No log	0.6364	42	1.8946	0.0855	1.8946	1.3764
No log	0.6667	44	2.0007	0.2092	2.0007	1.4144
No log	0.6970	46	1.9417	0.2166	1.9417	1.3934
No log	0.7273	48	1.7722	0.1726	1.7722	1.3312
No log	0.7576	50	1.7073	0.1752	1.7073	1.3066
No log	0.7879	52	1.6945	0.2049	1.6945	1.3017
No log	0.8182	54	1.7834	0.2596	1.7834	1.3354
No log	0.8485	56	1.7979	0.2811	1.7979	1.3409
No log	0.8788	58	1.6784	0.2761	1.6784	1.2955
No log	0.9091	60	1.5049	0.2279	1.5049	1.2267
No log	0.9394	62	1.5234	0.2777	1.5234	1.2343
No log	0.9697	64	1.7278	0.3506	1.7278	1.3145
No log	1.0	66	2.2304	0.2879	2.2304	1.4935
No log	1.0303	68	2.8004	0.2564	2.8004	1.6734
No log	1.0606	70	2.8450	0.2612	2.8450	1.6867
No log	1.0909	72	2.5426	0.3147	2.5426	1.5946
No log	1.1212	74	2.2867	0.3359	2.2867	1.5122
No log	1.1515	76	2.0676	0.3422	2.0676	1.4379
No log	1.1818	78	2.0453	0.3272	2.0453	1.4301
No log	1.2121	80	1.8684	0.3513	1.8684	1.3669
No log	1.2424	82	1.8989	0.3460	1.8989	1.3780
No log	1.2727	84	2.1263	0.3418	2.1263	1.4582
No log	1.3030	86	2.1133	0.3403	2.1133	1.4537
No log	1.3333	88	1.9748	0.3860	1.9748	1.4053
No log	1.3636	90	1.8077	0.3999	1.8077	1.3445
No log	1.3939	92	1.8028	0.3953	1.8028	1.3427
No log	1.4242	94	2.0322	0.3920	2.0322	1.4255
No log	1.4545	96	1.9218	0.4016	1.9218	1.3863
No log	1.4848	98	1.6637	0.3855	1.6637	1.2898
No log	1.5152	100	1.5836	0.3851	1.5836	1.2584
No log	1.5455	102	1.4599	0.3879	1.4599	1.2082
No log	1.5758	104	1.3158	0.4497	1.3158	1.1471
No log	1.6061	106	1.4201	0.4149	1.4201	1.1917
No log	1.6364	108	1.8790	0.4159	1.8790	1.3708
No log	1.6667	110	2.4051	0.3975	2.4051	1.5509
No log	1.6970	112	2.3944	0.3836	2.3944	1.5474
No log	1.7273	114	1.9783	0.3769	1.9783	1.4065
No log	1.7576	116	1.6600	0.3119	1.6600	1.2884
No log	1.7879	118	1.6680	0.3731	1.6680	1.2915
No log	1.8182	120	1.7603	0.4226	1.7603	1.3268
No log	1.8485	122	1.9282	0.4415	1.9282	1.3886
No log	1.8788	124	2.0662	0.4141	2.0662	1.4374
No log	1.9091	126	2.0081	0.4336	2.0081	1.4171
No log	1.9394	128	1.9166	0.4336	1.9166	1.3844
No log	1.9697	130	1.7584	0.4456	1.7584	1.3261
No log	2.0	132	1.5544	0.4455	1.5544	1.2467
No log	2.0303	134	1.5879	0.4339	1.5879	1.2601
No log	2.0606	136	1.8103	0.4114	1.8103	1.3455
No log	2.0909	138	2.0531	0.4166	2.0531	1.4329
No log	2.1212	140	1.9396	0.4136	1.9396	1.3927
No log	2.1515	142	1.7440	0.3957	1.7440	1.3206
No log	2.1818	144	1.6611	0.3837	1.6611	1.2888
No log	2.2121	146	1.4804	0.4261	1.4804	1.2167
No log	2.2424	148	1.3856	0.4337	1.3856	1.1771
No log	2.2727	150	1.2832	0.4651	1.2832	1.1328
No log	2.3030	152	1.3671	0.4920	1.3671	1.1692
No log	2.3333	154	1.5686	0.5055	1.5686	1.2524
No log	2.3636	156	1.7654	0.4910	1.7654	1.3287
No log	2.3939	158	1.7752	0.5128	1.7752	1.3324
No log	2.4242	160	1.5707	0.5233	1.5707	1.2533
No log	2.4545	162	1.3085	0.5236	1.3085	1.1439
No log	2.4848	164	1.2557	0.5279	1.2557	1.1206
No log	2.5152	166	1.2528	0.5144	1.2528	1.1193
No log	2.5455	168	1.3457	0.5279	1.3457	1.1601
No log	2.5758	170	1.3837	0.5380	1.3837	1.1763
No log	2.6061	172	1.5217	0.5086	1.5217	1.2336
No log	2.6364	174	1.5014	0.5147	1.5014	1.2253
No log	2.6667	176	1.3092	0.5298	1.3092	1.1442
No log	2.6970	178	1.2527	0.5310	1.2527	1.1192
No log	2.7273	180	1.1937	0.5404	1.1937	1.0926
No log	2.7576	182	1.1511	0.5502	1.1511	1.0729
No log	2.7879	184	1.1000	0.5487	1.1000	1.0488
No log	2.8182	186	1.0776	0.5453	1.0776	1.0381
No log	2.8485	188	1.2466	0.5589	1.2466	1.1165
No log	2.8788	190	1.3314	0.5431	1.3314	1.1538
No log	2.9091	192	1.1878	0.5526	1.1878	1.0899
No log	2.9394	194	0.9660	0.5659	0.9660	0.9829
No log	2.9697	196	0.9079	0.5625	0.9079	0.9529
No log	3.0	198	0.9230	0.5794	0.9230	0.9607
No log	3.0303	200	1.0240	0.5677	1.0240	1.0119
No log	3.0606	202	1.1680	0.5595	1.1680	1.0807
No log	3.0909	204	1.3157	0.5535	1.3157	1.1471
No log	3.1212	206	1.2582	0.5584	1.2582	1.1217
No log	3.1515	208	1.2441	0.5561	1.2441	1.1154
No log	3.1818	210	1.1387	0.5584	1.1387	1.0671
No log	3.2121	212	1.0685	0.5594	1.0685	1.0337
No log	3.2424	214	1.0738	0.5360	1.0738	1.0363
No log	3.2727	216	1.1954	0.5417	1.1954	1.0934
No log	3.3030	218	1.3884	0.5099	1.3884	1.1783
No log	3.3333	220	1.5854	0.5071	1.5854	1.2591
No log	3.3636	222	1.5489	0.5026	1.5489	1.2446
No log	3.3939	224	1.3516	0.5050	1.3516	1.1626
No log	3.4242	226	1.1204	0.5128	1.1204	1.0585
No log	3.4545	228	1.0791	0.5455	1.0791	1.0388
No log	3.4848	230	1.1720	0.5453	1.1720	1.0826
No log	3.5152	232	1.3149	0.5224	1.3149	1.1467
No log	3.5455	234	1.4175	0.5168	1.4175	1.1906
No log	3.5758	236	1.4493	0.5168	1.4493	1.2039
No log	3.6061	238	1.3401	0.5217	1.3401	1.1576
No log	3.6364	240	1.1782	0.5480	1.1782	1.0855
No log	3.6667	242	1.0906	0.5491	1.0906	1.0443
No log	3.6970	244	1.0783	0.5483	1.0783	1.0384
No log	3.7273	246	1.0500	0.5620	1.0500	1.0247
No log	3.7576	248	1.0747	0.5620	1.0747	1.0367
No log	3.7879	250	1.2079	0.5542	1.2079	1.0990
No log	3.8182	252	1.2777	0.5580	1.2777	1.1304
No log	3.8485	254	1.2198	0.5631	1.2198	1.1044
No log	3.8788	256	1.1561	0.5651	1.1561	1.0752
No log	3.9091	258	0.9881	0.5836	0.9881	0.9940
No log	3.9394	260	0.9232	0.6052	0.9232	0.9608
No log	3.9697	262	0.8864	0.6207	0.8864	0.9415
No log	4.0	264	0.8567	0.6063	0.8567	0.9256
No log	4.0303	266	0.8741	0.6222	0.8741	0.9349
No log	4.0606	268	0.9308	0.6067	0.9308	0.9648
No log	4.0909	270	0.9727	0.6147	0.9727	0.9863
No log	4.1212	272	0.9403	0.6233	0.9403	0.9697
No log	4.1515	274	0.8197	0.6705	0.8197	0.9054
No log	4.1818	276	0.7249	0.6795	0.7249	0.8514
No log	4.2121	278	0.7104	0.6723	0.7104	0.8428
No log	4.2424	280	0.7543	0.6732	0.7543	0.8685
No log	4.2727	282	0.8337	0.6600	0.8337	0.9131
No log	4.3030	284	0.9659	0.6313	0.9659	0.9828
No log	4.3333	286	1.0974	0.6047	1.0974	1.0476
No log	4.3636	288	1.0705	0.6087	1.0705	1.0347
No log	4.3939	290	1.0081	0.6125	1.0081	1.0040
No log	4.4242	292	0.9343	0.5933	0.9343	0.9666
No log	4.4545	294	0.8978	0.5933	0.8978	0.9475
No log	4.4848	296	0.8895	0.6028	0.8895	0.9431
No log	4.5152	298	0.9191	0.6207	0.9191	0.9587
No log	4.5455	300	1.0177	0.5856	1.0177	1.0088
No log	4.5758	302	1.1736	0.5820	1.1736	1.0833
No log	4.6061	304	1.2654	0.5507	1.2654	1.1249
No log	4.6364	306	1.2535	0.5608	1.2535	1.1196
No log	4.6667	308	1.2254	0.5716	1.2254	1.1070
No log	4.6970	310	1.1047	0.5916	1.1047	1.0511
No log	4.7273	312	1.0061	0.5879	1.0061	1.0030
No log	4.7576	314	0.9195	0.5933	0.9195	0.9589
No log	4.7879	316	0.8920	0.6023	0.8920	0.9445
No log	4.8182	318	0.9021	0.5917	0.9021	0.9498
No log	4.8485	320	0.9511	0.5686	0.9511	0.9753
No log	4.8788	322	1.0000	0.5621	1.0000	1.0000
No log	4.9091	324	1.0545	0.5889	1.0545	1.0269
No log	4.9394	326	1.1552	0.5789	1.1552	1.0748
No log	4.9697	328	1.3650	0.5542	1.3650	1.1683
No log	5.0	330	1.5029	0.5729	1.5029	1.2259
No log	5.0303	332	1.4545	0.5556	1.4545	1.2060
No log	5.0606	334	1.2759	0.5595	1.2759	1.1295
No log	5.0909	336	1.0801	0.5704	1.0801	1.0393
No log	5.1212	338	0.9549	0.6226	0.9549	0.9772
No log	5.1515	340	0.9093	0.6398	0.9093	0.9536
No log	5.1818	342	0.9552	0.6132	0.9552	0.9773
No log	5.2121	344	1.0865	0.5884	1.0865	1.0424
No log	5.2424	346	1.2007	0.5756	1.2007	1.0957
No log	5.2727	348	1.3256	0.5508	1.3256	1.1513
No log	5.3030	350	1.3547	0.5566	1.3547	1.1639
No log	5.3333	352	1.3421	0.5560	1.3421	1.1585
No log	5.3636	354	1.2765	0.5508	1.2765	1.1298
No log	5.3939	356	1.1406	0.5810	1.1406	1.0680
No log	5.4242	358	1.0153	0.6112	1.0153	1.0076
No log	5.4545	360	0.9776	0.6238	0.9776	0.9888
No log	5.4848	362	0.9941	0.6108	0.9941	0.9971
No log	5.5152	364	1.0359	0.5937	1.0359	1.0178
No log	5.5455	366	1.0841	0.5861	1.0841	1.0412
No log	5.5758	368	1.1399	0.5912	1.1399	1.0677
No log	5.6061	370	1.1994	0.5877	1.1994	1.0952
No log	5.6364	372	1.1883	0.5930	1.1883	1.0901
No log	5.6667	374	1.2490	0.5717	1.2490	1.1176
No log	5.6970	376	1.2431	0.5737	1.2431	1.1149
No log	5.7273	378	1.1978	0.5901	1.1978	1.0944
No log	5.7576	380	1.1512	0.5892	1.1512	1.0729
No log	5.7879	382	1.0462	0.5923	1.0462	1.0229
No log	5.8182	384	0.9509	0.5988	0.9509	0.9752
No log	5.8485	386	0.9070	0.5841	0.9070	0.9524
No log	5.8788	388	0.9393	0.5841	0.9393	0.9692
No log	5.9091	390	0.9937	0.5988	0.9937	0.9969
No log	5.9394	392	1.0462	0.5847	1.0462	1.0229
No log	5.9697	394	1.1202	0.5842	1.1202	1.0584
No log	6.0	396	1.1526	0.5903	1.1526	1.0736
No log	6.0303	398	1.1042	0.5914	1.1042	1.0508
No log	6.0606	400	1.0518	0.5832	1.0518	1.0256
No log	6.0909	402	1.0705	0.5914	1.0705	1.0347
No log	6.1212	404	1.0662	0.5821	1.0662	1.0326
No log	6.1515	406	1.0899	0.5892	1.0899	1.0440
No log	6.1818	408	1.0862	0.5914	1.0862	1.0422
No log	6.2121	410	1.0475	0.5949	1.0475	1.0235
No log	6.2424	412	0.9803	0.6158	0.9803	0.9901
No log	6.2727	414	0.8867	0.6091	0.8867	0.9416
No log	6.3030	416	0.8589	0.6268	0.8589	0.9268
No log	6.3333	418	0.8794	0.6190	0.8794	0.9378
No log	6.3636	420	0.9366	0.6158	0.9366	0.9678
No log	6.3939	422	1.0345	0.5954	1.0345	1.0171
No log	6.4242	424	1.1159	0.5964	1.1159	1.0563
No log	6.4545	426	1.1805	0.5798	1.1805	1.0865
No log	6.4848	428	1.2526	0.5787	1.2526	1.1192
No log	6.5152	430	1.2383	0.5726	1.2383	1.1128
No log	6.5455	432	1.1654	0.5736	1.1654	1.0796
No log	6.5758	434	1.0851	0.5723	1.0851	1.0417
No log	6.6061	436	1.0491	0.5699	1.0491	1.0242
No log	6.6364	438	1.0612	0.5769	1.0612	1.0301
No log	6.6667	440	1.0871	0.5879	1.0871	1.0426
No log	6.6970	442	1.1448	0.5714	1.1448	1.0700
No log	6.7273	444	1.1986	0.5684	1.1986	1.0948
No log	6.7576	446	1.2072	0.5618	1.2072	1.0987
No log	6.7879	448	1.1741	0.5618	1.1741	1.0836
No log	6.8182	450	1.1701	0.5704	1.1701	1.0817
No log	6.8485	452	1.1874	0.5661	1.1874	1.0897
No log	6.8788	454	1.1898	0.5661	1.1898	1.0908
No log	6.9091	456	1.1516	0.5801	1.1516	1.0731
No log	6.9394	458	1.0958	0.5757	1.0958	1.0468
No log	6.9697	460	1.0893	0.5768	1.0893	1.0437
No log	7.0	462	1.0975	0.5780	1.0975	1.0476
No log	7.0303	464	1.1242	0.5790	1.1242	1.0603
No log	7.0606	466	1.1124	0.5801	1.1124	1.0547
No log	7.0909	468	1.1127	0.5801	1.1127	1.0549
No log	7.1212	470	1.0770	0.5791	1.0770	1.0378
No log	7.1515	472	1.0447	0.5792	1.0447	1.0221
No log	7.1818	474	1.0413	0.5792	1.0413	1.0204
No log	7.2121	476	1.0560	0.5792	1.0560	1.0276
No log	7.2424	478	1.0656	0.5792	1.0656	1.0323
No log	7.2727	480	1.1117	0.5758	1.1117	1.0544
No log	7.3030	482	1.1440	0.5747	1.1440	1.0696
No log	7.3333	484	1.1232	0.5769	1.1232	1.0598
No log	7.3636	486	1.1154	0.5769	1.1154	1.0561
No log	7.3939	488	1.1317	0.5704	1.1317	1.0638
No log	7.4242	490	1.1232	0.5842	1.1232	1.0598
No log	7.4545	492	1.0956	0.5864	1.0956	1.0467
No log	7.4848	494	1.0564	0.6035	1.0564	1.0278
No log	7.5152	496	1.0078	0.5816	1.0078	1.0039
No log	7.5455	498	0.9819	0.5909	0.9819	0.9909
0.4127	7.5758	500	0.9999	0.5816	0.9999	1.0000
0.4127	7.6061	502	1.0482	0.5826	1.0482	1.0238
0.4127	7.6364	504	1.1413	0.5921	1.1413	1.0683
0.4127	7.6667	506	1.2141	0.5685	1.2141	1.1019
0.4127	7.6970	508	1.2363	0.5685	1.2363	1.1119
0.4127	7.7273	510	1.2103	0.5695	1.2103	1.1001
0.4127	7.7576	512	1.1634	0.5842	1.1634	1.0786
0.4127	7.7879	514	1.0981	0.6009	1.0981	1.0479
0.4127	7.8182	516	1.0575	0.5925	1.0575	1.0283
0.4127	7.8485	518	1.0436	0.5937	1.0436	1.0216
0.4127	7.8788	520	1.0549	0.6022	1.0549	1.0271
0.4127	7.9091	522	1.0972	0.6022	1.0972	1.0475
0.4127	7.9394	524	1.1385	0.5928	1.1385	1.0670
0.4127	7.9697	526	1.2008	0.5809	1.2008	1.0958
0.4127	8.0	528	1.2529	0.5838	1.2529	1.1193
0.4127	8.0303	530	1.2823	0.5808	1.2823	1.1324
0.4127	8.0606	532	1.2526	0.5838	1.2526	1.1192
0.4127	8.0909	534	1.1955	0.5809	1.1955	1.0934
0.4127	8.1212	536	1.1463	0.5861	1.1463	1.0707
0.4127	8.1515	538	1.1016	0.5932	1.1016	1.0496
0.4127	8.1818	540	1.0766	0.5932	1.0766	1.0376
0.4127	8.2121	542	1.0553	0.5925	1.0553	1.0273
0.4127	8.2424	544	1.0680	0.5814	1.0680	1.0335
0.4127	8.2727	546	1.0710	0.5814	1.0710	1.0349
0.4127	8.3030	548	1.0762	0.5814	1.0762	1.0374
0.4127	8.3333	550	1.0740	0.5712	1.0740	1.0363
0.4127	8.3636	552	1.0598	0.5816	1.0598	1.0295
0.4127	8.3939	554	1.0463	0.5816	1.0463	1.0229
0.4127	8.4242	556	1.0616	0.5816	1.0616	1.0303
0.4127	8.4545	558	1.0961	0.5824	1.0961	1.0470
0.4127	8.4848	560	1.1228	0.5812	1.1228	1.0596
0.4127	8.5152	562	1.1475	0.5736	1.1475	1.0712
0.4127	8.5455	564	1.1460	0.5736	1.1460	1.0705
0.4127	8.5758	566	1.1431	0.5747	1.1431	1.0692
0.4127	8.6061	568	1.1180	0.5824	1.1180	1.0574
0.4127	8.6364	570	1.0858	0.5826	1.0858	1.0420
0.4127	8.6667	572	1.0677	0.5826	1.0677	1.0333
0.4127	8.6970	574	1.0351	0.5826	1.0351	1.0174
0.4127	8.7273	576	1.0001	0.5816	1.0001	1.0001
0.4127	8.7576	578	0.9886	0.5816	0.9886	0.9943
0.4127	8.7879	580	0.9891	0.5816	0.9891	0.9945
0.4127	8.8182	582	0.9854	0.5907	0.9854	0.9927
0.4127	8.8485	584	0.9924	0.5907	0.9924	0.9962
0.4127	8.8788	586	1.0100	0.5895	1.0100	1.0050
0.4127	8.9091	588	1.0335	0.5826	1.0335	1.0166
0.4127	8.9394	590	1.0591	0.5925	1.0591	1.0291
0.4127	8.9697	592	1.0758	0.6022	1.0758	1.0372
0.4127	9.0	594	1.0980	0.6009	1.0980	1.0479
0.4127	9.0303	596	1.0952	0.6009	1.0952	1.0465
0.4127	9.0606	598	1.0828	0.6095	1.0828	1.0406
0.4127	9.0909	600	1.0860	0.6009	1.0860	1.0421
0.4127	9.1212	602	1.0830	0.6022	1.0830	1.0407
0.4127	9.1515	604	1.0889	0.6009	1.0889	1.0435
0.4127	9.1818	606	1.0915	0.5913	1.0915	1.0447
0.4127	9.2121	608	1.0885	0.5925	1.0885	1.0433
0.4127	9.2424	610	1.0827	0.5925	1.0827	1.0405
0.4127	9.2727	612	1.0782	0.5925	1.0782	1.0384
0.4127	9.3030	614	1.0781	0.5925	1.0781	1.0383
0.4127	9.3333	616	1.0771	0.6001	1.0771	1.0378
0.4127	9.3636	618	1.0808	0.6001	1.0808	1.0396
0.4127	9.3939	620	1.0857	0.6001	1.0857	1.0420
0.4127	9.4242	622	1.0928	0.5988	1.0928	1.0454
0.4127	9.4545	624	1.0971	0.6082	1.0971	1.0474
0.4127	9.4848	626	1.0990	0.6082	1.0990	1.0484
0.4127	9.5152	628	1.0995	0.6082	1.0995	1.0486
0.4127	9.5455	630	1.0945	0.6082	1.0945	1.0462
0.4127	9.5758	632	1.0906	0.6095	1.0906	1.0443
0.4127	9.6061	634	1.0876	0.6095	1.0876	1.0429
0.4127	9.6364	636	1.0898	0.6095	1.0898	1.0440
0.4127	9.6667	638	1.0967	0.6022	1.0967	1.0472
0.4127	9.6970	640	1.1042	0.5921	1.1042	1.0508
0.4127	9.7273	642	1.1112	0.5921	1.1112	1.0541
0.4127	9.7576	644	1.1185	0.5921	1.1185	1.0576
0.4127	9.7879	646	1.1263	0.5921	1.1263	1.0613
0.4127	9.8182	648	1.1349	0.5921	1.1349	1.0653
0.4127	9.8485	650	1.1394	0.5909	1.1394	1.0674
0.4127	9.8788	652	1.1439	0.5916	1.1439	1.0695
0.4127	9.9091	654	1.1461	0.5916	1.1461	1.0706
0.4127	9.9394	656	1.1473	0.5916	1.1473	1.0711
0.4127	9.9697	658	1.1476	0.5916	1.1476	1.0713
0.4127	10.0	660	1.1480	0.5916	1.1480	1.0714

Framework versions

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