ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k2_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: 1.1098
• Qwk: 0.4160
• Mse: 1.1098
• Rmse: 1.0535

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.2222	2	6.6628	0.0308	6.6628	2.5812
No log	0.4444	4	4.1532	0.1017	4.1532	2.0379
No log	0.6667	6	2.8475	0.0952	2.8475	1.6875
No log	0.8889	8	2.5079	0.0864	2.5079	1.5836
No log	1.1111	10	1.7444	0.2342	1.7444	1.3208
No log	1.3333	12	1.5484	0.1905	1.5484	1.2444
No log	1.5556	14	1.5922	0.1905	1.5922	1.2618
No log	1.7778	16	1.6388	0.1887	1.6388	1.2801
No log	2.0	18	1.7750	0.3363	1.7750	1.3323
No log	2.2222	20	1.9846	0.2462	1.9846	1.4087
No log	2.4444	22	2.2695	0.0699	2.2695	1.5065
No log	2.6667	24	2.4267	0.0	2.4267	1.5578
No log	2.8889	26	2.4136	0.0699	2.4136	1.5536
No log	3.1111	28	2.7660	0.0800	2.7660	1.6631
No log	3.3333	30	2.3611	0.0704	2.3611	1.5366
No log	3.5556	32	1.6266	0.2742	1.6266	1.2754
No log	3.7778	34	1.6021	0.2857	1.6021	1.2657
No log	4.0	36	1.6821	0.2764	1.6821	1.2970
No log	4.2222	38	1.5737	0.2645	1.5737	1.2545
No log	4.4444	40	1.9718	0.2222	1.9718	1.4042
No log	4.6667	42	2.3677	0.1854	2.3677	1.5387
No log	4.8889	44	1.9896	0.2466	1.9896	1.4105
No log	5.1111	46	1.9360	0.2553	1.9360	1.3914
No log	5.3333	48	1.8824	0.3022	1.8824	1.3720
No log	5.5556	50	1.7460	0.3182	1.7460	1.3214
No log	5.7778	52	1.7225	0.3307	1.7225	1.3124
No log	6.0	54	1.7122	0.3622	1.7122	1.3085
No log	6.2222	56	1.7233	0.3281	1.7233	1.3127
No log	6.4444	58	2.0234	0.2517	2.0234	1.4225
No log	6.6667	60	2.4192	0.1019	2.4192	1.5554
No log	6.8889	62	2.1697	0.1722	2.1697	1.4730
No log	7.1111	64	1.6715	0.375	1.6715	1.2929
No log	7.3333	66	1.3276	0.3636	1.3276	1.1522
No log	7.5556	68	1.2256	0.3652	1.2256	1.1071
No log	7.7778	70	1.2156	0.3826	1.2156	1.1025
No log	8.0	72	1.2072	0.3826	1.2072	1.0987
No log	8.2222	74	1.2253	0.3478	1.2253	1.1069
No log	8.4444	76	1.3910	0.3577	1.3910	1.1794
No log	8.6667	78	1.8509	0.3309	1.8509	1.3605
No log	8.8889	80	2.1331	0.2237	2.1331	1.4605
No log	9.1111	82	2.0188	0.2384	2.0188	1.4209
No log	9.3333	84	1.4668	0.4179	1.4668	1.2111
No log	9.5556	86	1.1949	0.4640	1.1949	1.0931
No log	9.7778	88	1.0965	0.4677	1.0965	1.0472
No log	10.0	90	1.3344	0.4394	1.3344	1.1552
No log	10.2222	92	1.3739	0.4444	1.3739	1.1721
No log	10.4444	94	1.0779	0.496	1.0779	1.0382
No log	10.6667	96	1.0589	0.5156	1.0589	1.0290
No log	10.8889	98	1.2796	0.4603	1.2796	1.1312
No log	11.1111	100	1.4990	0.3910	1.4990	1.2243
No log	11.3333	102	1.4817	0.3910	1.4817	1.2172
No log	11.5556	104	1.2947	0.4848	1.2947	1.1379
No log	11.7778	106	1.1616	0.4769	1.1616	1.0778
No log	12.0	108	1.0556	0.5538	1.0556	1.0274
No log	12.2222	110	0.9874	0.6370	0.9874	0.9937
No log	12.4444	112	0.9910	0.6176	0.9910	0.9955
No log	12.6667	114	0.9995	0.6377	0.9995	0.9998
No log	12.8889	116	1.0304	0.6324	1.0304	1.0151
No log	13.1111	118	1.0280	0.6471	1.0280	1.0139
No log	13.3333	120	0.9996	0.6015	0.9996	0.9998
No log	13.5556	122	0.9859	0.5954	0.9859	0.9929
No log	13.7778	124	1.0012	0.5692	1.0012	1.0006
No log	14.0	126	1.0347	0.5156	1.0347	1.0172
No log	14.2222	128	1.0497	0.5156	1.0497	1.0246
No log	14.4444	130	1.0762	0.5581	1.0762	1.0374
No log	14.6667	132	1.0832	0.5512	1.0832	1.0408
No log	14.8889	134	1.0249	0.512	1.0249	1.0124
No log	15.1111	136	1.0290	0.5079	1.0290	1.0144
No log	15.3333	138	1.1074	0.5238	1.1074	1.0523
No log	15.5556	140	1.2628	0.4724	1.2628	1.1237
No log	15.7778	142	1.3608	0.4848	1.3608	1.1665
No log	16.0	144	1.5139	0.3817	1.5139	1.2304
No log	16.2222	146	1.3882	0.4615	1.3882	1.1782
No log	16.4444	148	1.1951	0.4848	1.1951	1.0932
No log	16.6667	150	1.0592	0.5312	1.0592	1.0292
No log	16.8889	152	1.0063	0.5625	1.0063	1.0032
No log	17.1111	154	0.9806	0.6119	0.9806	0.9902
No log	17.3333	156	1.0468	0.5846	1.0468	1.0231
No log	17.5556	158	1.0314	0.5846	1.0314	1.0156
No log	17.7778	160	0.9884	0.6165	0.9884	0.9942
No log	18.0	162	1.0594	0.5672	1.0594	1.0293
No log	18.2222	164	1.3351	0.4964	1.3351	1.1555
No log	18.4444	166	1.5465	0.4490	1.5465	1.2436
No log	18.6667	168	1.3517	0.4928	1.3517	1.1626
No log	18.8889	170	1.0973	0.5839	1.0973	1.0475
No log	19.1111	172	0.9681	0.5426	0.9681	0.9839
No log	19.3333	174	0.9382	0.5649	0.9382	0.9686
No log	19.5556	176	0.9449	0.6015	0.9449	0.9721
No log	19.7778	178	0.8993	0.6015	0.8993	0.9483
No log	20.0	180	0.8765	0.6519	0.8765	0.9362
No log	20.2222	182	0.9162	0.6316	0.9162	0.9572
No log	20.4444	184	1.0030	0.5926	1.0030	1.0015
No log	20.6667	186	1.1402	0.5294	1.1402	1.0678
No log	20.8889	188	1.2524	0.5294	1.2524	1.1191
No log	21.1111	190	1.2213	0.5294	1.2213	1.1051
No log	21.3333	192	1.1647	0.4925	1.1647	1.0792
No log	21.5556	194	1.1319	0.5185	1.1319	1.0639
No log	21.7778	196	1.1043	0.5224	1.1043	1.0509
No log	22.0	198	1.0808	0.5156	1.0808	1.0396
No log	22.2222	200	1.1136	0.5116	1.1136	1.0553
No log	22.4444	202	1.1490	0.5116	1.1490	1.0719
No log	22.6667	204	1.1599	0.4567	1.1599	1.0770
No log	22.8889	206	1.1564	0.4603	1.1564	1.0754
No log	23.1111	208	1.1272	0.4724	1.1272	1.0617
No log	23.3333	210	1.1407	0.4844	1.1407	1.0681
No log	23.5556	212	1.1985	0.5038	1.1985	1.0948
No log	23.7778	214	1.2854	0.4662	1.2854	1.1337
No log	24.0	216	1.4668	0.3650	1.4668	1.2111
No log	24.2222	218	1.4295	0.4058	1.4295	1.1956
No log	24.4444	220	1.2644	0.4776	1.2644	1.1244
No log	24.6667	222	1.1016	0.5116	1.1016	1.0495
No log	24.8889	224	1.0876	0.5469	1.0876	1.0429
No log	25.1111	226	1.0723	0.5354	1.0723	1.0355
No log	25.3333	228	1.0600	0.5197	1.0600	1.0296
No log	25.5556	230	1.0511	0.4839	1.0511	1.0252
No log	25.7778	232	1.0301	0.496	1.0301	1.0149
No log	26.0	234	1.0274	0.5197	1.0274	1.0136
No log	26.2222	236	1.0506	0.5426	1.0506	1.0250
No log	26.4444	238	1.0935	0.4844	1.0935	1.0457
No log	26.6667	240	1.1066	0.5263	1.1066	1.0520
No log	26.8889	242	1.1093	0.5263	1.1093	1.0532
No log	27.1111	244	1.0748	0.5758	1.0748	1.0367
No log	27.3333	246	1.1173	0.5263	1.1173	1.0570
No log	27.5556	248	1.2218	0.4853	1.2218	1.1054
No log	27.7778	250	1.3368	0.5072	1.3368	1.1562
No log	28.0	252	1.3193	0.5072	1.3193	1.1486
No log	28.2222	254	1.1884	0.5630	1.1884	1.0901
No log	28.4444	256	1.0352	0.5538	1.0352	1.0175
No log	28.6667	258	0.9563	0.5581	0.9563	0.9779
No log	28.8889	260	0.9525	0.5802	0.9525	0.9759
No log	29.1111	262	0.9455	0.5802	0.9455	0.9724
No log	29.3333	264	0.9526	0.5802	0.9526	0.9760
No log	29.5556	266	1.0152	0.5538	1.0152	1.0076
No log	29.7778	268	1.1332	0.5344	1.1332	1.0645
No log	30.0	270	1.1787	0.5344	1.1787	1.0857
No log	30.2222	272	1.1333	0.4961	1.1333	1.0646
No log	30.4444	274	1.0722	0.5469	1.0722	1.0355
No log	30.6667	276	1.0395	0.5625	1.0395	1.0196
No log	30.8889	278	1.0261	0.5781	1.0261	1.0130
No log	31.1111	280	1.0219	0.5581	1.0219	1.0109
No log	31.3333	282	1.0441	0.5891	1.0441	1.0218
No log	31.5556	284	1.1326	0.5152	1.1326	1.0642
No log	31.7778	286	1.3131	0.5401	1.3131	1.1459
No log	32.0	288	1.5315	0.4783	1.5315	1.2376
No log	32.2222	290	1.5543	0.4783	1.5543	1.2467
No log	32.4444	292	1.3675	0.5072	1.3675	1.1694
No log	32.6667	294	1.1333	0.5481	1.1333	1.0646
No log	32.8889	296	0.9508	0.5954	0.9508	0.9751
No log	33.1111	298	0.8782	0.5909	0.8782	0.9371
No log	33.3333	300	0.8791	0.6316	0.8791	0.9376
No log	33.5556	302	0.9166	0.6212	0.9166	0.9574
No log	33.7778	304	0.9473	0.5891	0.9473	0.9733
No log	34.0	306	0.9569	0.5625	0.9569	0.9782
No log	34.2222	308	0.9553	0.5581	0.9553	0.9774
No log	34.4444	310	0.9610	0.5954	0.9610	0.9803
No log	34.6667	312	0.9667	0.5865	0.9667	0.9832
No log	34.8889	314	0.9950	0.6269	0.9950	0.9975
No log	35.1111	316	1.0714	0.5797	1.0714	1.0351
No log	35.3333	318	1.1260	0.5315	1.1260	1.0611
No log	35.5556	320	1.0944	0.5816	1.0944	1.0461
No log	35.7778	322	1.0310	0.6119	1.0310	1.0154
No log	36.0	324	0.9840	0.5649	0.9840	0.9920
No log	36.2222	326	0.9499	0.5581	0.9499	0.9746
No log	36.4444	328	0.9277	0.6107	0.9277	0.9632
No log	36.6667	330	0.9184	0.5938	0.9184	0.9583
No log	36.8889	332	0.9156	0.6202	0.9156	0.9569
No log	37.1111	334	0.9416	0.5649	0.9416	0.9704
No log	37.3333	336	0.9432	0.5692	0.9432	0.9712
No log	37.5556	338	0.9453	0.5625	0.9453	0.9723
No log	37.7778	340	0.9463	0.6	0.9463	0.9728
No log	38.0	342	0.9605	0.6370	0.9605	0.9800
No log	38.2222	344	0.9814	0.5909	0.9814	0.9907
No log	38.4444	346	1.0082	0.5649	1.0082	1.0041
No log	38.6667	348	1.0353	0.5606	1.0353	1.0175
No log	38.8889	350	1.0396	0.5606	1.0396	1.0196
No log	39.1111	352	1.0169	0.5312	1.0169	1.0084
No log	39.3333	354	1.0003	0.6107	1.0003	1.0002
No log	39.5556	356	0.9866	0.6107	0.9866	0.9933
No log	39.7778	358	0.9861	0.6107	0.9861	0.9930
No log	40.0	360	0.9975	0.6107	0.9975	0.9988
No log	40.2222	362	1.0290	0.5512	1.0290	1.0144
No log	40.4444	364	1.0748	0.5116	1.0748	1.0367
No log	40.6667	366	1.0819	0.4806	1.0819	1.0402
No log	40.8889	368	1.0537	0.5191	1.0537	1.0265
No log	41.1111	370	1.0162	0.5303	1.0162	1.0080
No log	41.3333	372	0.9601	0.5846	0.9601	0.9798
No log	41.5556	374	0.9268	0.6364	0.9268	0.9627
No log	41.7778	376	0.9194	0.6364	0.9194	0.9589
No log	42.0	378	0.9164	0.6154	0.9164	0.9573
No log	42.2222	380	0.9183	0.5846	0.9183	0.9583
No log	42.4444	382	0.9339	0.5846	0.9339	0.9664
No log	42.6667	384	0.9733	0.5581	0.9733	0.9865
No log	42.8889	386	1.0143	0.5344	1.0143	1.0071
No log	43.1111	388	1.0946	0.4844	1.0946	1.0463
No log	43.3333	390	1.1246	0.4844	1.1246	1.0605
No log	43.5556	392	1.1029	0.4844	1.1028	1.0502
No log	43.7778	394	1.0740	0.5649	1.0740	1.0363
No log	44.0	396	1.0605	0.5954	1.0605	1.0298
No log	44.2222	398	1.0475	0.5970	1.0475	1.0235
No log	44.4444	400	1.0450	0.5865	1.0450	1.0222
No log	44.6667	402	1.0688	0.6015	1.0688	1.0338
No log	44.8889	404	1.1327	0.5455	1.1327	1.0643
No log	45.1111	406	1.1918	0.5152	1.1918	1.0917
No log	45.3333	408	1.1805	0.5152	1.1805	1.0865
No log	45.5556	410	1.1271	0.5455	1.1271	1.0617
No log	45.7778	412	1.0683	0.5385	1.0683	1.0336
No log	46.0	414	1.0314	0.5865	1.0314	1.0156
No log	46.2222	416	1.0211	0.6222	1.0211	1.0105
No log	46.4444	418	1.0214	0.6119	1.0214	1.0106
No log	46.6667	420	1.0355	0.5649	1.0355	1.0176
No log	46.8889	422	1.0603	0.5385	1.0603	1.0297
No log	47.1111	424	1.1175	0.4923	1.1175	1.0571
No log	47.3333	426	1.1574	0.4688	1.1574	1.0758
No log	47.5556	428	1.1508	0.4531	1.1508	1.0728
No log	47.7778	430	1.1281	0.4567	1.1281	1.0621
No log	48.0	432	1.0939	0.5116	1.0939	1.0459
No log	48.2222	434	1.0700	0.5385	1.0700	1.0344
No log	48.4444	436	1.0630	0.5271	1.0630	1.0310
No log	48.6667	438	1.0334	0.5512	1.0334	1.0166
No log	48.8889	440	0.9957	0.5512	0.9957	0.9979
No log	49.1111	442	0.9674	0.5625	0.9674	0.9836
No log	49.3333	444	0.9577	0.5891	0.9577	0.9786
No log	49.5556	446	0.9515	0.5891	0.9515	0.9755
No log	49.7778	448	0.9565	0.5891	0.9565	0.9780
No log	50.0	450	0.9466	0.6107	0.9466	0.9729
No log	50.2222	452	0.9591	0.6	0.9591	0.9793
No log	50.4444	454	0.9782	0.5692	0.9782	0.9890
No log	50.6667	456	0.9938	0.5692	0.9938	0.9969
No log	50.8889	458	1.0179	0.5625	1.0179	1.0089
No log	51.1111	460	1.0532	0.5079	1.0532	1.0263
No log	51.3333	462	1.0826	0.4762	1.0826	1.0405
No log	51.5556	464	1.0964	0.5156	1.0964	1.0471
No log	51.7778	466	1.0854	0.4762	1.0854	1.0418
No log	52.0	468	1.0770	0.4640	1.0770	1.0378
No log	52.2222	470	1.0629	0.4677	1.0629	1.0310
No log	52.4444	472	1.0527	0.4677	1.0527	1.0260
No log	52.6667	474	1.0442	0.4677	1.0442	1.0218
No log	52.8889	476	1.0367	0.5354	1.0367	1.0182
No log	53.1111	478	1.0328	0.5354	1.0328	1.0162
No log	53.3333	480	1.0307	0.5354	1.0307	1.0153
No log	53.5556	482	1.0373	0.5238	1.0373	1.0185
No log	53.7778	484	1.0473	0.4960	1.0473	1.0234
No log	54.0	486	1.0589	0.4390	1.0589	1.0290
No log	54.2222	488	1.0525	0.4390	1.0525	1.0259
No log	54.4444	490	1.0458	0.4677	1.0458	1.0226
No log	54.6667	492	1.0556	0.4228	1.0556	1.0274
No log	54.8889	494	1.0613	0.4320	1.0613	1.0302
No log	55.1111	496	1.0538	0.4677	1.0538	1.0265
No log	55.3333	498	1.0334	0.4390	1.0334	1.0166
0.3543	55.5556	500	1.0430	0.4390	1.0430	1.0213
0.3543	55.7778	502	1.0500	0.4553	1.0500	1.0247
0.3543	56.0	504	1.0645	0.4628	1.0645	1.0317
0.3543	56.2222	506	1.0776	0.4262	1.0776	1.0381
0.3543	56.4444	508	1.0797	0.4160	1.0797	1.0391
0.3543	56.6667	510	1.0944	0.4444	1.0944	1.0462
0.3543	56.8889	512	1.1242	0.4844	1.1242	1.0603
0.3543	57.1111	514	1.1480	0.4844	1.1480	1.0715
0.3543	57.3333	516	1.1727	0.4844	1.1727	1.0829
0.3543	57.5556	518	1.1754	0.4844	1.1754	1.0842
0.3543	57.7778	520	1.1733	0.5116	1.1733	1.0832
0.3543	58.0	522	1.1474	0.4567	1.1474	1.0712
0.3543	58.2222	524	1.1173	0.4567	1.1173	1.0570
0.3543	58.4444	526	1.1079	0.4844	1.1079	1.0526
0.3543	58.6667	528	1.0970	0.4844	1.0970	1.0474
0.3543	58.8889	530	1.0936	0.5116	1.0936	1.0458
0.3543	59.1111	532	1.0763	0.5077	1.0763	1.0374
0.3543	59.3333	534	1.0532	0.4806	1.0532	1.0262
0.3543	59.5556	536	1.0343	0.5116	1.0343	1.0170
0.3543	59.7778	538	1.0243	0.5385	1.0243	1.0121
0.3543	60.0	540	1.0163	0.5758	1.0163	1.0081
0.3543	60.2222	542	1.0229	0.5496	1.0229	1.0114
0.3543	60.4444	544	1.0352	0.5116	1.0352	1.0174
0.3543	60.6667	546	1.0457	0.4724	1.0457	1.0226
0.3543	60.8889	548	1.0632	0.4688	1.0632	1.0311
0.3543	61.1111	550	1.0750	0.4688	1.0750	1.0368
0.3543	61.3333	552	1.0875	0.5077	1.0875	1.0428
0.3543	61.5556	554	1.1033	0.4806	1.1033	1.0504
0.3543	61.7778	556	1.1104	0.4806	1.1104	1.0537
0.3543	62.0	558	1.1079	0.4806	1.1079	1.0526
0.3543	62.2222	560	1.0989	0.4806	1.0989	1.0483
0.3543	62.4444	562	1.0716	0.4806	1.0716	1.0352
0.3543	62.6667	564	1.0528	0.5116	1.0528	1.0260
0.3543	62.8889	566	1.0346	0.4844	1.0346	1.0172
0.3543	63.1111	568	1.0246	0.4844	1.0246	1.0122
0.3543	63.3333	570	1.0179	0.4844	1.0179	1.0089
0.3543	63.5556	572	1.0271	0.5385	1.0271	1.0135
0.3543	63.7778	574	1.0545	0.4806	1.0545	1.0269
0.3543	64.0	576	1.0740	0.5191	1.0740	1.0363
0.3543	64.2222	578	1.0942	0.5191	1.0942	1.0460
0.3543	64.4444	580	1.1002	0.5191	1.1002	1.0489
0.3543	64.6667	582	1.0988	0.5191	1.0988	1.0482
0.3543	64.8889	584	1.0934	0.5077	1.0934	1.0457
0.3543	65.1111	586	1.0817	0.5116	1.0817	1.0401
0.3543	65.3333	588	1.0692	0.5385	1.0692	1.0340
0.3543	65.5556	590	1.0710	0.4844	1.0710	1.0349
0.3543	65.7778	592	1.0756	0.4844	1.0756	1.0371
0.3543	66.0	594	1.0824	0.4567	1.0824	1.0404
0.3543	66.2222	596	1.0945	0.4286	1.0945	1.0462
0.3543	66.4444	598	1.1077	0.4286	1.1077	1.0525
0.3543	66.6667	600	1.1123	0.4286	1.1123	1.0547
0.3543	66.8889	602	1.1059	0.4567	1.1059	1.0516
0.3543	67.1111	604	1.0937	0.4567	1.0937	1.0458
0.3543	67.3333	606	1.0898	0.4567	1.0898	1.0439
0.3543	67.5556	608	1.0853	0.4844	1.0853	1.0418
0.3543	67.7778	610	1.0933	0.4567	1.0933	1.0456
0.3543	68.0	612	1.0857	0.4531	1.0857	1.0420
0.3543	68.2222	614	1.0721	0.4567	1.0721	1.0354
0.3543	68.4444	616	1.0805	0.4567	1.0805	1.0395
0.3543	68.6667	618	1.0964	0.4567	1.0964	1.0471
0.3543	68.8889	620	1.1065	0.4844	1.1065	1.0519
0.3543	69.1111	622	1.1163	0.5116	1.1163	1.0565
0.3543	69.3333	624	1.1346	0.5116	1.1346	1.0652
0.3543	69.5556	626	1.1574	0.5116	1.1574	1.0758
0.3543	69.7778	628	1.1704	0.5156	1.1704	1.0818
0.3543	70.0	630	1.1831	0.5156	1.1831	1.0877
0.3543	70.2222	632	1.1760	0.5156	1.1760	1.0844
0.3543	70.4444	634	1.1735	0.4882	1.1735	1.0833
0.3543	70.6667	636	1.1586	0.4844	1.1586	1.0764
0.3543	70.8889	638	1.1387	0.4844	1.1387	1.0671
0.3543	71.1111	640	1.1130	0.4567	1.1130	1.0550
0.3543	71.3333	642	1.1025	0.4286	1.1025	1.0500
0.3543	71.5556	644	1.0998	0.4252	1.0998	1.0487
0.3543	71.7778	646	1.1169	0.4806	1.1169	1.0568
0.3543	72.0	648	1.1462	0.4923	1.1462	1.0706
0.3543	72.2222	650	1.1660	0.4961	1.1660	1.0798
0.3543	72.4444	652	1.1708	0.48	1.1708	1.0820
0.3543	72.6667	654	1.1699	0.4252	1.1699	1.0816
0.3543	72.8889	656	1.1530	0.4252	1.1530	1.0738
0.3543	73.1111	658	1.1422	0.4252	1.1422	1.0687
0.3543	73.3333	660	1.1223	0.4286	1.1223	1.0594
0.3543	73.5556	662	1.1098	0.4160	1.1098	1.0535

Framework versions

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