ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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: 1.0233
• Qwk: 0.5124
• Mse: 1.0233
• Rmse: 1.0116

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	0.0476	2	6.9657	-0.0056	6.9657	2.6393
No log	0.0952	4	4.6722	0.0741	4.6722	2.1615
No log	0.1429	6	3.7637	-0.0308	3.7637	1.9400
No log	0.1905	8	2.6294	0.0927	2.6294	1.6216
No log	0.2381	10	2.0652	0.2016	2.0652	1.4371
No log	0.2857	12	1.9592	0.1864	1.9592	1.3997
No log	0.3333	14	1.9863	0.2353	1.9863	1.4093
No log	0.3810	16	2.0909	0.1875	2.0909	1.4460
No log	0.4286	18	1.5633	0.2414	1.5633	1.2503
No log	0.4762	20	1.5006	0.3333	1.5006	1.2250
No log	0.5238	22	1.4740	0.2500	1.4740	1.2141
No log	0.5714	24	1.6891	0.2353	1.6891	1.2997
No log	0.6190	26	2.0164	0.2595	2.0164	1.4200
No log	0.6667	28	2.0257	0.2628	2.0257	1.4233
No log	0.7143	30	1.6864	0.3780	1.6864	1.2986
No log	0.7619	32	1.4338	0.3607	1.4338	1.1974
No log	0.8095	34	1.3127	0.3967	1.3127	1.1457
No log	0.8571	36	1.2928	0.3636	1.2928	1.1370
No log	0.9048	38	1.2962	0.4252	1.2962	1.1385
No log	0.9524	40	1.5633	0.4242	1.5633	1.2503
No log	1.0	42	1.6144	0.4400	1.6144	1.2706
No log	1.0476	44	1.5954	0.4430	1.5954	1.2631
No log	1.0952	46	1.9520	0.3952	1.9520	1.3971
No log	1.1429	48	2.9030	0.2154	2.9030	1.7038
No log	1.1905	50	3.2368	0.1860	3.2368	1.7991
No log	1.2381	52	2.8253	0.1789	2.8253	1.6809
No log	1.2857	54	2.1019	0.3373	2.1019	1.4498
No log	1.3333	56	1.5942	0.4730	1.5942	1.2626
No log	1.3810	58	1.3690	0.4	1.3690	1.1701
No log	1.4286	60	1.2594	0.5203	1.2594	1.1222
No log	1.4762	62	1.3476	0.5303	1.3476	1.1608
No log	1.5238	64	1.4803	0.4697	1.4803	1.2167
No log	1.5714	66	1.3610	0.5152	1.3610	1.1666
No log	1.6190	68	1.3062	0.5385	1.3062	1.1429
No log	1.6667	70	1.1321	0.4844	1.1321	1.0640
No log	1.7143	72	1.0617	0.5714	1.0617	1.0304
No log	1.7619	74	1.0361	0.6	1.0361	1.0179
No log	1.8095	76	1.1846	0.5041	1.1846	1.0884
No log	1.8571	78	1.3097	0.4160	1.3097	1.1444
No log	1.9048	80	1.4633	0.368	1.4633	1.2097
No log	1.9524	82	1.5422	0.4032	1.5422	1.2418
No log	2.0	84	1.6438	0.3697	1.6438	1.2821
No log	2.0476	86	1.4802	0.3333	1.4802	1.2166
No log	2.0952	88	1.3016	0.4715	1.3016	1.1409
No log	2.1429	90	1.1985	0.4590	1.1985	1.0948
No log	2.1905	92	1.1405	0.4959	1.1405	1.0680
No log	2.2381	94	1.1308	0.5124	1.1308	1.0634
No log	2.2857	96	1.1140	0.5082	1.1140	1.0555
No log	2.3333	98	1.1116	0.4833	1.1116	1.0543
No log	2.3810	100	1.0785	0.4959	1.0785	1.0385
No log	2.4286	102	1.1327	0.48	1.1327	1.0643
No log	2.4762	104	1.1559	0.4576	1.1559	1.0751
No log	2.5238	106	1.2265	0.4746	1.2265	1.1075
No log	2.5714	108	1.2322	0.4918	1.2322	1.1100
No log	2.6190	110	1.1901	0.5041	1.1901	1.0909
No log	2.6667	112	1.1035	0.5625	1.1035	1.0505
No log	2.7143	114	1.0824	0.5938	1.0824	1.0404
No log	2.7619	116	1.0713	0.5891	1.0713	1.0350
No log	2.8095	118	1.2019	0.5564	1.2019	1.0963
No log	2.8571	120	1.2271	0.5191	1.2271	1.1077
No log	2.9048	122	1.0725	0.5625	1.0725	1.0356
No log	2.9524	124	1.1377	0.5672	1.1377	1.0666
No log	3.0	126	1.1250	0.5649	1.1250	1.0607
No log	3.0476	128	1.1191	0.5606	1.1191	1.0579
No log	3.0952	130	1.6235	0.4634	1.6235	1.2742
No log	3.1429	132	2.0363	0.3743	2.0363	1.4270
No log	3.1905	134	1.6995	0.4615	1.6995	1.3037
No log	3.2381	136	1.1899	0.4531	1.1899	1.0908
No log	3.2857	138	1.2227	0.4567	1.2227	1.1057
No log	3.3333	140	1.3737	0.4094	1.3737	1.1720
No log	3.3810	142	1.3906	0.3871	1.3906	1.1792
No log	3.4286	144	1.2590	0.4127	1.2590	1.1221
No log	3.4762	146	1.1382	0.5781	1.1382	1.0669
No log	3.5238	148	1.1027	0.5625	1.1027	1.0501
No log	3.5714	150	1.1423	0.5512	1.1423	1.0688
No log	3.6190	152	1.1544	0.544	1.1544	1.0744
No log	3.6667	154	1.1188	0.5397	1.1188	1.0577
No log	3.7143	156	1.0894	0.5846	1.0894	1.0437
No log	3.7619	158	1.0790	0.5354	1.0790	1.0388
No log	3.8095	160	1.1616	0.5116	1.1616	1.0778
No log	3.8571	162	1.1649	0.5116	1.1649	1.0793
No log	3.9048	164	1.0454	0.5156	1.0454	1.0224
No log	3.9524	166	1.0375	0.5397	1.0375	1.0186
No log	4.0	168	1.1991	0.4921	1.1991	1.0950
No log	4.0476	170	1.2243	0.4724	1.2243	1.1065
No log	4.0952	172	1.0806	0.5496	1.0806	1.0395
No log	4.1429	174	0.9598	0.5954	0.9598	0.9797
No log	4.1905	176	0.9393	0.6	0.9393	0.9692
No log	4.2381	178	0.9260	0.6212	0.9260	0.9623
No log	4.2857	180	0.9762	0.6015	0.9762	0.9881
No log	4.3333	182	1.1802	0.48	1.1802	1.0864
No log	4.3810	184	1.3255	0.4202	1.3255	1.1513
No log	4.4286	186	1.3186	0.4538	1.3186	1.1483
No log	4.4762	188	1.1337	0.5238	1.1337	1.0648
No log	4.5238	190	1.0474	0.5161	1.0474	1.0234
No log	4.5714	192	1.0368	0.5781	1.0368	1.0182
No log	4.6190	194	1.0016	0.5512	1.0016	1.0008
No log	4.6667	196	1.0118	0.4878	1.0118	1.0059
No log	4.7143	198	1.0544	0.5161	1.0544	1.0268
No log	4.7619	200	1.1506	0.5231	1.1506	1.0727
No log	4.8095	202	1.1277	0.4961	1.1277	1.0619
No log	4.8571	204	1.0045	0.5846	1.0045	1.0023
No log	4.9048	206	0.9267	0.6212	0.9267	0.9627
No log	4.9524	208	0.9343	0.6212	0.9343	0.9666
No log	5.0	210	1.0059	0.5714	1.0059	1.0029
No log	5.0476	212	1.1360	0.5039	1.1360	1.0658
No log	5.0952	214	1.2335	0.4918	1.2335	1.1106
No log	5.1429	216	1.2324	0.4628	1.2324	1.1101
No log	5.1905	218	1.1485	0.5	1.1485	1.0717
No log	5.2381	220	1.1540	0.4706	1.1540	1.0743
No log	5.2857	222	1.1498	0.4310	1.1498	1.0723
No log	5.3333	224	1.1331	0.3684	1.1331	1.0645
No log	5.3810	226	1.0948	0.4202	1.0948	1.0463
No log	5.4286	228	1.0967	0.4762	1.0967	1.0472
No log	5.4762	230	1.0961	0.5156	1.0961	1.0470
No log	5.5238	232	1.0157	0.5354	1.0157	1.0078
No log	5.5714	234	0.9381	0.5354	0.9381	0.9686
No log	5.6190	236	0.9152	0.5581	0.9152	0.9566
No log	5.6667	238	0.9200	0.5354	0.9200	0.9592
No log	5.7143	240	0.9226	0.5354	0.9226	0.9605
No log	5.7619	242	0.9502	0.5581	0.9502	0.9748
No log	5.8095	244	1.0425	0.5581	1.0425	1.0210
No log	5.8571	246	1.1337	0.5041	1.1337	1.0648
No log	5.9048	248	1.1138	0.5323	1.1138	1.0554
No log	5.9524	250	1.0322	0.5041	1.0322	1.0159
No log	6.0	252	1.0301	0.5041	1.0301	1.0150
No log	6.0476	254	1.0410	0.5041	1.0410	1.0203
No log	6.0952	256	1.0415	0.544	1.0415	1.0205
No log	6.1429	258	1.0496	0.5161	1.0496	1.0245
No log	6.1905	260	1.0287	0.5354	1.0287	1.0143
No log	6.2381	262	1.0369	0.496	1.0369	1.0183
No log	6.2857	264	1.0731	0.4715	1.0731	1.0359
No log	6.3333	266	1.1136	0.4426	1.1136	1.0553
No log	6.3810	268	1.1242	0.4921	1.1242	1.0603
No log	6.4286	270	1.0983	0.4921	1.0983	1.0480
No log	6.4762	272	1.0816	0.48	1.0816	1.0400
No log	6.5238	274	1.0857	0.4590	1.0857	1.0420
No log	6.5714	276	1.0670	0.4715	1.0670	1.0329
No log	6.6190	278	1.0858	0.5802	1.0858	1.0420
No log	6.6667	280	1.0227	0.5802	1.0227	1.0113
No log	6.7143	282	0.9254	0.6316	0.9254	0.9620
No log	6.7619	284	0.9320	0.6418	0.9320	0.9654
No log	6.8095	286	0.9150	0.6418	0.9150	0.9565
No log	6.8571	288	0.8725	0.6316	0.8725	0.9341
No log	6.9048	290	0.8649	0.6471	0.8649	0.9300
No log	6.9524	292	0.9038	0.6519	0.9038	0.9507
No log	7.0	294	0.9546	0.6061	0.9546	0.9770
No log	7.0476	296	0.9760	0.6165	0.9760	0.9879
No log	7.0952	298	0.9824	0.5909	0.9824	0.9912
No log	7.1429	300	0.9191	0.5909	0.9191	0.9587
No log	7.1905	302	0.9349	0.5865	0.9349	0.9669
No log	7.2381	304	0.9375	0.5507	0.9375	0.9682
No log	7.2857	306	0.8893	0.6765	0.8893	0.9430
No log	7.3333	308	0.9310	0.6418	0.9310	0.9649
No log	7.3810	310	1.0482	0.5649	1.0482	1.0238
No log	7.4286	312	1.0615	0.5556	1.0615	1.0303
No log	7.4762	314	0.9691	0.5556	0.9691	0.9844
No log	7.5238	316	0.9247	0.6107	0.9247	0.9616
No log	7.5714	318	1.0512	0.5522	1.0512	1.0253
No log	7.6190	320	1.2769	0.5441	1.2769	1.1300
No log	7.6667	322	1.3472	0.5217	1.3472	1.1607
No log	7.7143	324	1.2044	0.5735	1.2044	1.0975
No log	7.7619	326	0.9481	0.5672	0.9481	0.9737
No log	7.8095	328	0.8697	0.6074	0.8697	0.9326
No log	7.8571	330	1.0577	0.5865	1.0577	1.0284
No log	7.9048	332	1.1930	0.5037	1.1930	1.0922
No log	7.9524	334	1.1193	0.5882	1.1193	1.0580
No log	8.0	336	0.9784	0.6522	0.9784	0.9892
No log	8.0476	338	0.8418	0.6316	0.8418	0.9175
No log	8.0952	340	0.8443	0.6418	0.8443	0.9189
No log	8.1429	342	0.8757	0.6316	0.8757	0.9358
No log	8.1905	344	0.9193	0.5954	0.9193	0.9588
No log	8.2381	346	0.9890	0.5846	0.9890	0.9945
No log	8.2857	348	1.0401	0.6094	1.0401	1.0199
No log	8.3333	350	1.0308	0.6202	1.0308	1.0153
No log	8.3810	352	1.0173	0.6202	1.0173	1.0086
No log	8.4286	354	0.9999	0.6202	0.9999	0.9999
No log	8.4762	356	0.9731	0.6202	0.9731	0.9865
No log	8.5238	358	0.9250	0.6462	0.9250	0.9618
No log	8.5714	360	0.8593	0.6667	0.8593	0.9270
No log	8.6190	362	0.8250	0.6567	0.8250	0.9083
No log	8.6667	364	0.7964	0.6912	0.7964	0.8924
No log	8.7143	366	0.8038	0.7101	0.8038	0.8966
No log	8.7619	368	0.8274	0.7007	0.8274	0.9096
No log	8.8095	370	0.8532	0.6957	0.8532	0.9237
No log	8.8571	372	0.8880	0.6370	0.8880	0.9423
No log	8.9048	374	0.9031	0.5909	0.9031	0.9503
No log	8.9524	376	0.9017	0.6015	0.9017	0.9496
No log	9.0	378	0.8674	0.6569	0.8674	0.9313
No log	9.0476	380	0.8734	0.6714	0.8734	0.9346
No log	9.0952	382	0.9209	0.6901	0.9209	0.9596
No log	9.1429	384	0.9230	0.6950	0.9230	0.9607
No log	9.1905	386	0.9050	0.6812	0.9050	0.9513
No log	9.2381	388	0.8759	0.6812	0.8759	0.9359
No log	9.2857	390	0.9033	0.6471	0.9033	0.9504
No log	9.3333	392	0.9046	0.6370	0.9046	0.9511
No log	9.3810	394	0.9152	0.6812	0.9152	0.9566
No log	9.4286	396	0.9486	0.6618	0.9486	0.9740
No log	9.4762	398	0.9945	0.6567	0.9945	0.9973
No log	9.5238	400	1.0310	0.5758	1.0310	1.0154
No log	9.5714	402	0.9890	0.6212	0.9890	0.9945
No log	9.6190	404	0.9651	0.6466	0.9651	0.9824
No log	9.6667	406	0.9103	0.6519	0.9103	0.9541
No log	9.7143	408	0.9009	0.6519	0.9009	0.9492
No log	9.7619	410	0.8901	0.6519	0.8901	0.9434
No log	9.8095	412	0.8622	0.6861	0.8622	0.9285
No log	9.8571	414	0.8624	0.6618	0.8624	0.9287
No log	9.9048	416	0.8383	0.6618	0.8383	0.9156
No log	9.9524	418	0.8484	0.7007	0.8484	0.9211
No log	10.0	420	0.8877	0.6716	0.8877	0.9422
No log	10.0476	422	0.9367	0.6815	0.9367	0.9678
No log	10.0952	424	0.9548	0.6165	0.9548	0.9771
No log	10.1429	426	0.9344	0.6	0.9344	0.9666
No log	10.1905	428	0.8753	0.6667	0.8753	0.9356
No log	10.2381	430	0.8463	0.6716	0.8463	0.9200
No log	10.2857	432	0.8895	0.6617	0.8895	0.9431
No log	10.3333	434	0.8947	0.6617	0.8947	0.9459
No log	10.3810	436	0.8498	0.6667	0.8498	0.9218
No log	10.4286	438	0.7986	0.7246	0.7986	0.8936
No log	10.4762	440	0.7712	0.7606	0.7712	0.8782
No log	10.5238	442	0.7546	0.7606	0.7546	0.8687
No log	10.5714	444	0.7476	0.7660	0.7476	0.8646
No log	10.6190	446	0.7511	0.7376	0.7511	0.8667
No log	10.6667	448	0.7724	0.7606	0.7724	0.8788
No log	10.7143	450	0.8028	0.7361	0.8028	0.8960
No log	10.7619	452	0.8746	0.6567	0.8746	0.9352
No log	10.8095	454	0.9751	0.6260	0.9751	0.9875
No log	10.8571	456	0.9786	0.6202	0.9786	0.9892
No log	10.9048	458	0.9343	0.6515	0.9343	0.9666
No log	10.9524	460	0.8976	0.6515	0.8976	0.9474
No log	11.0	462	0.9025	0.6412	0.9025	0.9500
No log	11.0476	464	0.9060	0.6412	0.9060	0.9519
No log	11.0952	466	0.8957	0.5891	0.8957	0.9464
No log	11.1429	468	0.9555	0.6260	0.9555	0.9775
No log	11.1905	470	1.1059	0.5481	1.1059	1.0516
No log	11.2381	472	1.1340	0.5481	1.1340	1.0649
No log	11.2857	474	1.0241	0.6	1.0241	1.0120
No log	11.3333	476	0.9215	0.6061	0.9215	0.9599
No log	11.3810	478	0.9903	0.6165	0.9903	0.9951
No log	11.4286	480	1.0608	0.496	1.0608	1.0299
No log	11.4762	482	1.0118	0.5041	1.0118	1.0059
No log	11.5238	484	0.9682	0.5556	0.9682	0.9840
No log	11.5714	486	0.9554	0.5827	0.9554	0.9775
No log	11.6190	488	0.9652	0.5736	0.9652	0.9825
No log	11.6667	490	0.9446	0.6212	0.9446	0.9719
No log	11.7143	492	0.8944	0.5865	0.8944	0.9457
No log	11.7619	494	0.8830	0.6047	0.8830	0.9397
No log	11.8095	496	0.8983	0.6142	0.8983	0.9478
No log	11.8571	498	0.9371	0.625	0.9371	0.9680
0.4024	11.9048	500	0.9201	0.6142	0.9201	0.9592
0.4024	11.9524	502	0.9050	0.5736	0.9050	0.9513
0.4024	12.0	504	0.9383	0.6	0.9383	0.9686
0.4024	12.0476	506	0.9350	0.6	0.9350	0.9670
0.4024	12.0952	508	0.8627	0.6260	0.8627	0.9288
0.4024	12.1429	510	0.8224	0.6912	0.8224	0.9069
0.4024	12.1905	512	0.8340	0.6667	0.8340	0.9133
0.4024	12.2381	514	0.8051	0.6763	0.8051	0.8973
0.4024	12.2857	516	0.7732	0.7338	0.7732	0.8793
0.4024	12.3333	518	0.7834	0.7050	0.7834	0.8851
0.4024	12.3810	520	0.8344	0.6857	0.8344	0.9135
0.4024	12.4286	522	0.9252	0.6429	0.9252	0.9619
0.4024	12.4762	524	0.9490	0.6377	0.9490	0.9742
0.4024	12.5238	526	0.9020	0.6569	0.9020	0.9497
0.4024	12.5714	528	0.9116	0.5758	0.9116	0.9548
0.4024	12.6190	530	0.9376	0.544	0.9376	0.9683
0.4024	12.6667	532	0.9346	0.5891	0.9346	0.9667
0.4024	12.7143	534	0.9274	0.6212	0.9274	0.9630
0.4024	12.7619	536	0.9370	0.6466	0.9370	0.9680
0.4024	12.8095	538	0.9203	0.6212	0.9203	0.9593
0.4024	12.8571	540	0.9129	0.5736	0.9129	0.9555
0.4024	12.9048	542	0.9077	0.6324	0.9077	0.9527
0.4024	12.9524	544	0.8657	0.6324	0.8657	0.9304
0.4024	13.0	546	0.8646	0.6619	0.8646	0.9299
0.4024	13.0476	548	0.8441	0.6667	0.8441	0.9187
0.4024	13.0952	550	0.8378	0.6370	0.8378	0.9153
0.4024	13.1429	552	0.8534	0.6269	0.8534	0.9238
0.4024	13.1905	554	0.8708	0.6316	0.8708	0.9331
0.4024	13.2381	556	0.9000	0.6165	0.9000	0.9487
0.4024	13.2857	558	0.9247	0.6165	0.9247	0.9616
0.4024	13.3333	560	0.9330	0.6061	0.9330	0.9659
0.4024	13.3810	562	0.9206	0.6269	0.9206	0.9595
0.4024	13.4286	564	0.9438	0.6370	0.9438	0.9715
0.4024	13.4762	566	0.9544	0.6061	0.9544	0.9769
0.4024	13.5238	568	0.9458	0.6165	0.9458	0.9725
0.4024	13.5714	570	0.9298	0.6418	0.9298	0.9643
0.4024	13.6190	572	0.8915	0.6418	0.8915	0.9442
0.4024	13.6667	574	0.8736	0.6269	0.8736	0.9347
0.4024	13.7143	576	0.8840	0.6418	0.8840	0.9402
0.4024	13.7619	578	0.9090	0.6165	0.9090	0.9534
0.4024	13.8095	580	0.9336	0.6269	0.9336	0.9662
0.4024	13.8571	582	0.9060	0.6569	0.9060	0.9518
0.4024	13.9048	584	0.8816	0.6324	0.8816	0.9389
0.4024	13.9524	586	0.8890	0.6569	0.8890	0.9428
0.4024	14.0	588	0.9087	0.6618	0.9087	0.9532
0.4024	14.0476	590	0.8877	0.6370	0.8877	0.9422
0.4024	14.0952	592	0.8425	0.7050	0.8425	0.9179
0.4024	14.1429	594	0.8088	0.7007	0.8088	0.8993
0.4024	14.1905	596	0.7950	0.6957	0.7950	0.8916
0.4024	14.2381	598	0.7815	0.7429	0.7815	0.8840
0.4024	14.2857	600	0.7753	0.6957	0.7753	0.8805
0.4024	14.3333	602	0.8004	0.7092	0.8004	0.8947
0.4024	14.3810	604	0.8452	0.6569	0.8452	0.9194
0.4024	14.4286	606	0.8326	0.7007	0.8326	0.9124
0.4024	14.4762	608	0.8034	0.7050	0.8034	0.8963
0.4024	14.5238	610	0.8062	0.6957	0.8062	0.8979
0.4024	14.5714	612	0.8207	0.6765	0.8207	0.9059
0.4024	14.6190	614	0.8399	0.6667	0.8399	0.9164
0.4024	14.6667	616	0.8723	0.6308	0.8723	0.9340
0.4024	14.7143	618	0.9246	0.5827	0.9246	0.9616
0.4024	14.7619	620	0.9692	0.5873	0.9692	0.9845
0.4024	14.8095	622	0.9870	0.625	0.9870	0.9935
0.4024	14.8571	624	0.9523	0.5714	0.9523	0.9759
0.4024	14.9048	626	0.8926	0.6364	0.8926	0.9448
0.4024	14.9524	628	0.8360	0.6418	0.8360	0.9143
0.4024	15.0	630	0.8067	0.6715	0.8067	0.8982
0.4024	15.0476	632	0.8076	0.6812	0.8076	0.8987
0.4024	15.0952	634	0.8141	0.6715	0.8141	0.9023
0.4024	15.1429	636	0.8881	0.6569	0.8881	0.9424
0.4024	15.1905	638	0.9838	0.6165	0.9838	0.9919
0.4024	15.2381	640	1.0410	0.6061	1.0410	1.0203
0.4024	15.2857	642	1.0577	0.6107	1.0577	1.0284
0.4024	15.3333	644	1.0396	0.6	1.0396	1.0196
0.4024	15.3810	646	1.0101	0.5781	1.0101	1.0051
0.4024	15.4286	648	0.9988	0.625	0.9988	0.9994
0.4024	15.4762	650	0.9956	0.6202	0.9956	0.9978
0.4024	15.5238	652	1.0242	0.6	1.0242	1.0120
0.4024	15.5714	654	1.0726	0.625	1.0726	1.0357
0.4024	15.6190	656	1.0825	0.6308	1.0825	1.0404
0.4024	15.6667	658	1.0788	0.6107	1.0788	1.0387
0.4024	15.7143	660	1.0175	0.6222	1.0175	1.0087
0.4024	15.7619	662	0.9245	0.6519	0.9245	0.9615
0.4024	15.8095	664	0.8756	0.6618	0.8756	0.9357
0.4024	15.8571	666	0.8628	0.6567	0.8628	0.9288
0.4024	15.9048	668	0.8483	0.7015	0.8483	0.9210
0.4024	15.9524	670	0.8384	0.6364	0.8384	0.9157
0.4024	16.0	672	0.8469	0.6269	0.8469	0.9203
0.4024	16.0476	674	0.8606	0.6165	0.8606	0.9277
0.4024	16.0952	676	0.8684	0.6107	0.8684	0.9319
0.4024	16.1429	678	0.8767	0.6316	0.8767	0.9363
0.4024	16.1905	680	0.9155	0.6094	0.9155	0.9568
0.4024	16.2381	682	0.9312	0.6202	0.9312	0.9650
0.4024	16.2857	684	0.9579	0.5891	0.9579	0.9787
0.4024	16.3333	686	0.9773	0.5323	0.9773	0.9886
0.4024	16.3810	688	1.0109	0.5410	1.0109	1.0054
0.4024	16.4286	690	1.0192	0.5528	1.0192	1.0095
0.4024	16.4762	692	1.0233	0.5124	1.0233	1.0116

Framework versions

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