ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_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: 1.1386
• Qwk: 0.6012
• Mse: 1.1386
• Rmse: 1.0671

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	2.3703	0.1021	2.3703	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	1.5235	0.2777	1.5235	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	2.5427	0.3147	2.5427	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	1.2083
No log	1.5758	104	1.3159	0.4497	1.3159	1.1471
No log	1.6061	106	1.4202	0.4149	1.4202	1.1917
No log	1.6364	108	1.8791	0.4159	1.8791	1.3708
No log	1.6667	110	2.4052	0.3975	2.4052	1.5509
No log	1.6970	112	2.3945	0.3836	2.3945	1.5474
No log	1.7273	114	1.9785	0.3769	1.9785	1.4066
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	1.7604	0.4226	1.7604	1.3268
No log	1.8485	122	1.9282	0.4415	1.9282	1.3886
No log	1.8788	124	2.0661	0.4141	2.0661	1.4374
No log	1.9091	126	2.0081	0.4336	2.0081	1.4171
No log	1.9394	128	1.9167	0.4336	1.9167	1.3845
No log	1.9697	130	1.7587	0.4456	1.7587	1.3262
No log	2.0	132	1.5546	0.4455	1.5546	1.2468
No log	2.0303	134	1.5881	0.4339	1.5881	1.2602
No log	2.0606	136	1.8103	0.4114	1.8103	1.3455
No log	2.0909	138	2.0529	0.4166	2.0529	1.4328
No log	2.1212	140	1.9395	0.4136	1.9395	1.3927
No log	2.1515	142	1.7442	0.3957	1.7442	1.3207
No log	2.1818	144	1.6612	0.3837	1.6612	1.2889
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	1.3673	0.4920	1.3673	1.1693
No log	2.3333	154	1.5687	0.5055	1.5687	1.2525
No log	2.3636	156	1.7652	0.4910	1.7652	1.3286
No log	2.3939	158	1.7748	0.5128	1.7748	1.3322
No log	2.4242	160	1.5705	0.5233	1.5705	1.2532
No log	2.4545	162	1.3085	0.5236	1.3085	1.1439
No log	2.4848	164	1.2558	0.5279	1.2558	1.1206
No log	2.5152	166	1.2529	0.5144	1.2529	1.1193
No log	2.5455	168	1.3457	0.5279	1.3457	1.1600
No log	2.5758	170	1.3836	0.5380	1.3836	1.1763
No log	2.6061	172	1.5217	0.5086	1.5217	1.2336
No log	2.6364	174	1.5018	0.5147	1.5018	1.2255
No log	2.6667	176	1.3098	0.5298	1.3098	1.1444
No log	2.6970	178	1.2533	0.5310	1.2533	1.1195
No log	2.7273	180	1.1939	0.5404	1.1939	1.0926
No log	2.7576	182	1.1508	0.5502	1.1508	1.0728
No log	2.7879	184	1.0994	0.5487	1.0994	1.0485
No log	2.8182	186	1.0775	0.5453	1.0775	1.0380
No log	2.8485	188	1.2470	0.5589	1.2470	1.1167
No log	2.8788	190	1.3322	0.5431	1.3322	1.1542
No log	2.9091	192	1.1888	0.5526	1.1888	1.0903
No log	2.9394	194	0.9666	0.5659	0.9666	0.9832
No log	2.9697	196	0.9083	0.5625	0.9083	0.9530
No log	3.0	198	0.9233	0.5794	0.9233	0.9609
No log	3.0303	200	1.0242	0.5677	1.0242	1.0120
No log	3.0606	202	1.1684	0.5595	1.1684	1.0809
No log	3.0909	204	1.3162	0.5535	1.3162	1.1472
No log	3.1212	206	1.2585	0.5584	1.2585	1.1218
No log	3.1515	208	1.2436	0.5561	1.2436	1.1152
No log	3.1818	210	1.1377	0.5584	1.1377	1.0666
No log	3.2121	212	1.0688	0.5594	1.0688	1.0338
No log	3.2424	214	1.0756	0.5360	1.0756	1.0371
No log	3.2727	216	1.1983	0.5417	1.1983	1.0947
No log	3.3030	218	1.3915	0.5099	1.3915	1.1796
No log	3.3333	220	1.5881	0.5071	1.5881	1.2602
No log	3.3636	222	1.5506	0.5026	1.5506	1.2453
No log	3.3939	224	1.3524	0.5050	1.3524	1.1629
No log	3.4242	226	1.1212	0.5128	1.1212	1.0589
No log	3.4545	228	1.0801	0.5455	1.0801	1.0393
No log	3.4848	230	1.1732	0.5453	1.1732	1.0831
No log	3.5152	232	1.3162	0.5224	1.3162	1.1473
No log	3.5455	234	1.4187	0.5168	1.4187	1.1911
No log	3.5758	236	1.4506	0.5168	1.4506	1.2044
No log	3.6061	238	1.3399	0.5217	1.3399	1.1575
No log	3.6364	240	1.1777	0.5480	1.1777	1.0852
No log	3.6667	242	1.0901	0.5491	1.0901	1.0441
No log	3.6970	244	1.0777	0.5483	1.0777	1.0381
No log	3.7273	246	1.0494	0.5620	1.0494	1.0244
No log	3.7576	248	1.0739	0.5620	1.0739	1.0363
No log	3.7879	250	1.2067	0.5542	1.2067	1.0985
No log	3.8182	252	1.2763	0.5580	1.2763	1.1297
No log	3.8485	254	1.2199	0.5631	1.2199	1.1045
No log	3.8788	256	1.1572	0.5651	1.1572	1.0757
No log	3.9091	258	0.9897	0.5836	0.9897	0.9948
No log	3.9394	260	0.9245	0.6052	0.9245	0.9615
No log	3.9697	262	0.8875	0.6207	0.8875	0.9421
No log	4.0	264	0.8577	0.6063	0.8577	0.9261
No log	4.0303	266	0.8752	0.6142	0.8752	0.9355
No log	4.0606	268	0.9319	0.6067	0.9319	0.9654
No log	4.0909	270	0.9732	0.6147	0.9732	0.9865
No log	4.1212	272	0.9406	0.6233	0.9406	0.9698
No log	4.1515	274	0.8203	0.6705	0.8203	0.9057
No log	4.1818	276	0.7255	0.6745	0.7255	0.8518
No log	4.2121	278	0.7116	0.6723	0.7116	0.8436
No log	4.2424	280	0.7579	0.6823	0.7579	0.8706
No log	4.2727	282	0.8400	0.6600	0.8400	0.9165
No log	4.3030	284	0.9730	0.6313	0.9730	0.9864
No log	4.3333	286	1.1009	0.6047	1.1009	1.0493
No log	4.3636	288	1.0705	0.6087	1.0705	1.0346
No log	4.3939	290	1.0086	0.6006	1.0086	1.0043
No log	4.4242	292	0.9383	0.5933	0.9383	0.9687
No log	4.4545	294	0.9049	0.5933	0.9049	0.9513
No log	4.4848	296	0.8972	0.5933	0.8972	0.9472
No log	4.5152	298	0.9266	0.6132	0.9266	0.9626
No log	4.5455	300	1.0249	0.5856	1.0249	1.0124
No log	4.5758	302	1.1800	0.5820	1.1800	1.0863
No log	4.6061	304	1.2711	0.5529	1.2711	1.1274
No log	4.6364	306	1.2616	0.5608	1.2616	1.1232
No log	4.6667	308	1.2362	0.5716	1.2362	1.1118
No log	4.6970	310	1.1151	0.5916	1.1151	1.0560
No log	4.7273	312	1.0125	0.5790	1.0125	1.0062
No log	4.7576	314	0.9220	0.5953	0.9220	0.9602
No log	4.7879	316	0.8919	0.6023	0.8919	0.9444
No log	4.8182	318	0.9002	0.5917	0.9002	0.9488
No log	4.8485	320	0.9476	0.5686	0.9476	0.9735
No log	4.8788	322	0.9975	0.5621	0.9975	0.9987
No log	4.9091	324	1.0562	0.5889	1.0562	1.0277
No log	4.9394	326	1.1611	0.5789	1.1611	1.0776
No log	4.9697	328	1.3750	0.5542	1.3750	1.1726
No log	5.0	330	1.5159	0.5729	1.5159	1.2312
No log	5.0303	332	1.4695	0.5614	1.4695	1.2122
No log	5.0606	334	1.2915	0.5595	1.2915	1.1364
No log	5.0909	336	1.0940	0.5704	1.0940	1.0459
No log	5.1212	338	0.9646	0.6212	0.9646	0.9821
No log	5.1515	340	0.9146	0.6271	0.9146	0.9563
No log	5.1818	342	0.9568	0.6132	0.9568	0.9782
No log	5.2121	344	1.0870	0.5799	1.0870	1.0426
No log	5.2424	346	1.2024	0.5756	1.2024	1.0965
No log	5.2727	348	1.3369	0.5508	1.3369	1.1562
No log	5.3030	350	1.3727	0.5652	1.3727	1.1716
No log	5.3333	352	1.3633	0.5582	1.3633	1.1676
No log	5.3636	354	1.2975	0.5538	1.2975	1.1391
No log	5.3939	356	1.1581	0.5768	1.1581	1.0761
No log	5.4242	358	1.0147	0.5997	1.0147	1.0073
No log	5.4545	360	0.9659	0.6252	0.9659	0.9828
No log	5.4848	362	0.9760	0.6266	0.9760	0.9879
No log	5.5152	364	1.0238	0.6024	1.0238	1.0118
No log	5.5455	366	1.0875	0.5861	1.0875	1.0428
No log	5.5758	368	1.1577	0.5912	1.1577	1.0760
No log	5.6061	370	1.2281	0.5608	1.2281	1.1082
No log	5.6364	372	1.2212	0.5717	1.2212	1.1051
No log	5.6667	374	1.2770	0.5598	1.2770	1.1301
No log	5.6970	376	1.2593	0.5748	1.2593	1.1222
No log	5.7273	378	1.1948	0.5901	1.1948	1.0931
No log	5.7576	380	1.1300	0.5832	1.1300	1.0630
No log	5.7879	382	1.0213	0.5895	1.0213	1.0106
No log	5.8182	384	0.9371	0.5933	0.9371	0.9681
No log	5.8485	386	0.9117	0.5841	0.9117	0.9548
No log	5.8788	388	0.9560	0.5828	0.9560	0.9778
No log	5.9091	390	1.0201	0.5803	1.0201	1.0100
No log	5.9394	392	1.0646	0.5746	1.0646	1.0318
No log	5.9697	394	1.1155	0.5747	1.1155	1.0562
No log	6.0	396	1.1187	0.5914	1.1187	1.0577
No log	6.0303	398	1.0534	0.5832	1.0534	1.0263
No log	6.0606	400	0.9974	0.5907	0.9974	0.9987
No log	6.0909	402	1.0189	0.5734	1.0189	1.0094
No log	6.1212	404	1.0231	0.5911	1.0231	1.0115
No log	6.1515	406	1.0614	0.5843	1.0614	1.0302
No log	6.1818	408	1.0702	0.5937	1.0702	1.0345
No log	6.2121	410	1.0415	0.5949	1.0415	1.0206
No log	6.2424	412	0.9784	0.6097	0.9784	0.9892
No log	6.2727	414	0.8876	0.6175	0.8876	0.9421
No log	6.3030	416	0.8630	0.6167	0.8630	0.9290
No log	6.3333	418	0.8864	0.6095	0.8864	0.9415
No log	6.3636	420	0.9439	0.6070	0.9439	0.9715
No log	6.3939	422	1.0441	0.5973	1.0441	1.0218
No log	6.4242	424	1.1240	0.5819	1.1240	1.0602
No log	6.4545	426	1.1791	0.5798	1.1791	1.0859
No log	6.4848	428	1.2378	0.5787	1.2378	1.1125
No log	6.5152	430	1.2113	0.5747	1.2113	1.1006
No log	6.5455	432	1.1325	0.5747	1.1325	1.0642
No log	6.5758	434	1.0519	0.5723	1.0519	1.0256
No log	6.6061	436	1.0278	0.5699	1.0278	1.0138
No log	6.6364	438	1.0645	0.5870	1.0645	1.0317
No log	6.6667	440	1.1180	0.5879	1.1180	1.0573
No log	6.6970	442	1.1964	0.5694	1.1964	1.0938
No log	6.7273	444	1.2607	0.5685	1.2607	1.1228
No log	6.7576	446	1.2641	0.5612	1.2641	1.1243
No log	6.7879	448	1.2137	0.5618	1.2137	1.1017
No log	6.8182	450	1.1910	0.5618	1.1910	1.0913
No log	6.8485	452	1.1938	0.5628	1.1938	1.0926
No log	6.8788	454	1.1935	0.5628	1.1935	1.0925
No log	6.9091	456	1.1582	0.5758	1.1582	1.0762
No log	6.9394	458	1.1260	0.5844	1.1260	1.0611
No log	6.9697	460	1.1374	0.5844	1.1374	1.0665
No log	7.0	462	1.1517	0.5822	1.1517	1.0732
No log	7.0303	464	1.1790	0.5737	1.1790	1.0858
No log	7.0606	466	1.1575	0.5737	1.1575	1.0759
No log	7.0909	468	1.1488	0.5694	1.1488	1.0718
No log	7.1212	470	1.1025	0.5801	1.1025	1.0500
No log	7.1515	472	1.0602	0.5792	1.0602	1.0297
No log	7.1818	474	1.0524	0.5792	1.0524	1.0259
No log	7.2121	476	1.0687	0.5792	1.0687	1.0338
No log	7.2424	478	1.0932	0.5724	1.0932	1.0456
No log	7.2727	480	1.1477	0.5758	1.1477	1.0713
No log	7.3030	482	1.1849	0.5567	1.1849	1.0885
No log	7.3333	484	1.1592	0.5638	1.1592	1.0766
No log	7.3636	486	1.1411	0.5758	1.1411	1.0682
No log	7.3939	488	1.1490	0.5704	1.1490	1.0719
No log	7.4242	490	1.1299	0.5853	1.1299	1.0630
No log	7.4545	492	1.0962	0.5951	1.0962	1.0470
No log	7.4848	494	1.0544	0.5925	1.0544	1.0269
No log	7.5152	496	1.0061	0.5816	1.0061	1.0030
No log	7.5455	498	0.9871	0.5816	0.9871	0.9935
0.4125	7.5758	500	1.0109	0.5816	1.0109	1.0054
0.4125	7.6061	502	1.0649	0.5826	1.0649	1.0320
0.4125	7.6364	504	1.1638	0.5736	1.1638	1.0788
0.4125	7.6667	506	1.2427	0.5685	1.2427	1.1147
0.4125	7.6970	508	1.2712	0.5685	1.2712	1.1275
0.4125	7.7273	510	1.2499	0.5685	1.2499	1.1180
0.4125	7.7576	512	1.2055	0.5695	1.2055	1.0980
0.4125	7.7879	514	1.1368	0.5921	1.1368	1.0662
0.4125	7.8182	516	1.0908	0.6009	1.0908	1.0444
0.4125	7.8485	518	1.0633	0.6022	1.0633	1.0311
0.4125	7.8788	520	1.0617	0.6022	1.0617	1.0304
0.4125	7.9091	522	1.0924	0.6022	1.0924	1.0452
0.4125	7.9394	524	1.1225	0.5940	1.1225	1.0595
0.4125	7.9697	526	1.1730	0.5809	1.1730	1.0831
0.4125	8.0	528	1.2191	0.5799	1.2191	1.1041
0.4125	8.0303	530	1.2507	0.5747	1.2507	1.1184
0.4125	8.0606	532	1.2253	0.5799	1.2253	1.1069
0.4125	8.0909	534	1.1703	0.5809	1.1703	1.0818
0.4125	8.1212	536	1.1232	0.5895	1.1232	1.0598
0.4125	8.1515	538	1.0805	0.5895	1.0805	1.0395
0.4125	8.1818	540	1.0572	0.6035	1.0572	1.0282
0.4125	8.2121	542	1.0340	0.6035	1.0340	1.0169
0.4125	8.2424	544	1.0439	0.5917	1.0439	1.0217
0.4125	8.2727	546	1.0437	0.5917	1.0437	1.0216
0.4125	8.3030	548	1.0449	0.5917	1.0449	1.0222
0.4125	8.3333	550	1.0417	0.5816	1.0417	1.0206
0.4125	8.3636	552	1.0259	0.5816	1.0259	1.0129
0.4125	8.3939	554	1.0101	0.5816	1.0101	1.0050
0.4125	8.4242	556	1.0232	0.5816	1.0232	1.0116
0.4125	8.4545	558	1.0568	0.5925	1.0568	1.0280
0.4125	8.4848	560	1.0866	0.5925	1.0866	1.0424
0.4125	8.5152	562	1.1175	0.5909	1.1175	1.0571
0.4125	8.5455	564	1.1229	0.5853	1.1229	1.0597
0.4125	8.5758	566	1.1240	0.5864	1.1240	1.0602
0.4125	8.6061	568	1.1047	0.6009	1.1047	1.0510
0.4125	8.6364	570	1.0795	0.5925	1.0795	1.0390
0.4125	8.6667	572	1.0671	0.5903	1.0671	1.0330
0.4125	8.6970	574	1.0375	0.5903	1.0375	1.0186
0.4125	8.7273	576	1.0037	0.5895	1.0037	1.0019
0.4125	8.7576	578	0.9901	0.5895	0.9901	0.9950
0.4125	8.7879	580	0.9909	0.5907	0.9909	0.9954
0.4125	8.8182	582	0.9880	0.5907	0.9880	0.9940
0.4125	8.8485	584	0.9967	0.5907	0.9967	0.9984
0.4125	8.8788	586	1.0173	0.5883	1.0173	1.0086
0.4125	8.9091	588	1.0432	0.6001	1.0432	1.0214
0.4125	8.9394	590	1.0685	0.6095	1.0685	1.0337
0.4125	8.9697	592	1.0840	0.6082	1.0840	1.0411
0.4125	9.0	594	1.1020	0.6082	1.1020	1.0497
0.4125	9.0303	596	1.0946	0.6082	1.0946	1.0462
0.4125	9.0606	598	1.0787	0.6095	1.0787	1.0386
0.4125	9.0909	600	1.0799	0.6095	1.0799	1.0392
0.4125	9.1212	602	1.0764	0.6095	1.0764	1.0375
0.4125	9.1515	604	1.0820	0.6095	1.0820	1.0402
0.4125	9.1818	606	1.0837	0.6095	1.0837	1.0410
0.4125	9.2121	608	1.0801	0.6001	1.0801	1.0393
0.4125	9.2424	610	1.0716	0.5982	1.0716	1.0352
0.4125	9.2727	612	1.0670	0.5982	1.0670	1.0330
0.4125	9.3030	614	1.0683	0.5982	1.0683	1.0336
0.4125	9.3333	616	1.0686	0.5982	1.0686	1.0337
0.4125	9.3636	618	1.0742	0.5982	1.0742	1.0364
0.4125	9.3939	620	1.0810	0.6001	1.0810	1.0397
0.4125	9.4242	622	1.0881	0.6095	1.0881	1.0431
0.4125	9.4545	624	1.0920	0.6082	1.0920	1.0450
0.4125	9.4848	626	1.0935	0.6082	1.0935	1.0457
0.4125	9.5152	628	1.0939	0.6082	1.0939	1.0459
0.4125	9.5455	630	1.0887	0.6095	1.0887	1.0434
0.4125	9.5758	632	1.0845	0.6095	1.0845	1.0414
0.4125	9.6061	634	1.0809	0.6095	1.0809	1.0396
0.4125	9.6364	636	1.0826	0.6095	1.0826	1.0405
0.4125	9.6667	638	1.0893	0.6095	1.0893	1.0437
0.4125	9.6970	640	1.0964	0.6095	1.0964	1.0471
0.4125	9.7273	642	1.1032	0.6082	1.1032	1.0503
0.4125	9.7576	644	1.1098	0.6082	1.1098	1.0535
0.4125	9.7879	646	1.1172	0.6012	1.1172	1.0570
0.4125	9.8182	648	1.1256	0.6012	1.1256	1.0609
0.4125	9.8485	650	1.1299	0.6012	1.1299	1.0630
0.4125	9.8788	652	1.1345	0.6012	1.1345	1.0651
0.4125	9.9091	654	1.1368	0.6012	1.1368	1.0662
0.4125	9.9394	656	1.1380	0.6012	1.1380	1.0668
0.4125	9.9697	658	1.1383	0.6012	1.1383	1.0669
0.4125	10.0	660	1.1386	0.6012	1.1386	1.0671

Framework versions

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