ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_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: 0.9537
• Qwk: 0.6308
• Mse: 0.9537
• Rmse: 0.9766

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	0.1111	2	7.0217	0.0058	7.0217	2.6498
No log	0.2222	4	4.7648	0.0606	4.7648	2.1829
No log	0.3333	6	3.3783	0.0115	3.3783	1.8380
No log	0.4444	8	3.3044	-0.0339	3.3044	1.8178
No log	0.5556	10	3.5182	-0.0326	3.5182	1.8757
No log	0.6667	12	2.2158	0.0952	2.2158	1.4885
No log	0.7778	14	1.8968	0.1062	1.8968	1.3772
No log	0.8889	16	1.8812	0.1429	1.8812	1.3716
No log	1.0	18	1.9806	0.1121	1.9806	1.4073
No log	1.1111	20	2.1229	0.0183	2.1229	1.4570
No log	1.2222	22	2.1337	0.0354	2.1337	1.4607
No log	1.3333	24	2.1764	-0.0656	2.1764	1.4752
No log	1.4444	26	2.0759	0.1732	2.0759	1.4408
No log	1.5556	28	2.2818	0.2949	2.2818	1.5106
No log	1.6667	30	2.7364	0.2404	2.7364	1.6542
No log	1.7778	32	3.3586	0.2047	3.3586	1.8326
No log	1.8889	34	4.0844	0.1526	4.0844	2.0210
No log	2.0	36	3.5952	0.1858	3.5952	1.8961
No log	2.1111	38	2.7598	0.3000	2.7598	1.6613
No log	2.2222	40	2.0026	0.36	2.0026	1.4151
No log	2.3333	42	1.7886	0.3514	1.7886	1.3374
No log	2.4444	44	1.5717	0.3453	1.5717	1.2537
No log	2.5556	46	1.4640	0.4444	1.4640	1.2100
No log	2.6667	48	1.4720	0.4427	1.4720	1.2133
No log	2.7778	50	1.6082	0.3939	1.6082	1.2681
No log	2.8889	52	1.8570	0.3404	1.8570	1.3627
No log	3.0	54	2.1767	0.2703	2.1767	1.4754
No log	3.1111	56	2.6855	0.2339	2.6855	1.6387
No log	3.2222	58	2.7531	0.2222	2.7531	1.6592
No log	3.3333	60	2.3617	0.2874	2.3617	1.5368
No log	3.4444	62	1.7095	0.4476	1.7095	1.3075
No log	3.5556	64	1.4123	0.4962	1.4123	1.1884
No log	3.6667	66	1.2309	0.3967	1.2309	1.1095
No log	3.7778	68	1.1806	0.4677	1.1806	1.0866
No log	3.8889	70	1.2136	0.4882	1.2136	1.1016
No log	4.0	72	1.4849	0.4	1.4849	1.2186
No log	4.1111	74	1.7145	0.4052	1.7145	1.3094
No log	4.2222	76	2.1283	0.3407	2.1283	1.4589
No log	4.3333	78	2.6164	0.3265	2.6164	1.6175
No log	4.4444	80	2.6494	0.3415	2.6494	1.6277
No log	4.5556	82	2.2152	0.3560	2.2152	1.4884
No log	4.6667	84	1.8570	0.4787	1.8570	1.3627
No log	4.7778	86	1.4890	0.5412	1.4890	1.2203
No log	4.8889	88	1.1470	0.5	1.1470	1.0710
No log	5.0	90	1.0797	0.5211	1.0797	1.0391
No log	5.1111	92	1.1594	0.5342	1.1594	1.0768
No log	5.2222	94	1.2843	0.5170	1.2843	1.1333
No log	5.3333	96	1.4487	0.5290	1.4487	1.2036
No log	5.4444	98	1.6493	0.5517	1.6493	1.2842
No log	5.5556	100	1.6720	0.5574	1.6720	1.2930
No log	5.6667	102	1.2140	0.5733	1.2140	1.1018
No log	5.7778	104	1.0221	0.6232	1.0221	1.0110
No log	5.8889	106	1.1311	0.5303	1.1311	1.0635
No log	6.0	108	1.2733	0.4593	1.2733	1.1284
No log	6.1111	110	1.2142	0.5217	1.2142	1.1019
No log	6.2222	112	1.0646	0.6475	1.0646	1.0318
No log	6.3333	114	1.1151	0.5401	1.1151	1.0560
No log	6.4444	116	1.3187	0.5035	1.3187	1.1483
No log	6.5556	118	1.4394	0.4898	1.4394	1.1997
No log	6.6667	120	1.4270	0.5325	1.4270	1.1946
No log	6.7778	122	1.3143	0.5806	1.3143	1.1464
No log	6.8889	124	1.1882	0.6345	1.1882	1.0900
No log	7.0	126	1.0209	0.6232	1.0209	1.0104
No log	7.1111	128	0.9233	0.6222	0.9233	0.9609
No log	7.2222	130	1.0482	0.5942	1.0482	1.0238
No log	7.3333	132	1.2748	0.5612	1.2748	1.1291
No log	7.4444	134	1.5792	0.4626	1.5792	1.2567
No log	7.5556	136	1.4929	0.4730	1.4929	1.2218
No log	7.6667	138	1.1839	0.5352	1.1839	1.0881
No log	7.7778	140	0.9127	0.6471	0.9127	0.9554
No log	7.8889	142	0.8461	0.6906	0.8461	0.9198
No log	8.0	144	0.8764	0.6519	0.8764	0.9362
No log	8.1111	146	0.8880	0.6222	0.8880	0.9423
No log	8.2222	148	0.8525	0.6857	0.8525	0.9233
No log	8.3333	150	0.8137	0.6525	0.8137	0.9021
No log	8.4444	152	0.7848	0.6806	0.7848	0.8859
No log	8.5556	154	0.8019	0.7152	0.8019	0.8955
No log	8.6667	156	0.9549	0.7294	0.9549	0.9772
No log	8.7778	158	1.3946	0.6154	1.3946	1.1809
No log	8.8889	160	1.5960	0.5829	1.5960	1.2633
No log	9.0	162	1.4905	0.5970	1.4905	1.2209
No log	9.1111	164	1.0956	0.6328	1.0956	1.0467
No log	9.2222	166	0.8356	0.7	0.8356	0.9141
No log	9.3333	168	0.7946	0.7034	0.7946	0.8914
No log	9.4444	170	0.8022	0.6986	0.8022	0.8957
No log	9.5556	172	0.7951	0.6897	0.7951	0.8917
No log	9.6667	174	0.7960	0.6993	0.7960	0.8922
No log	9.7778	176	0.8460	0.7310	0.8460	0.9198
No log	9.8889	178	0.8942	0.7042	0.8942	0.9456
No log	10.0	180	0.9379	0.6759	0.9379	0.9685
No log	10.1111	182	0.9216	0.7172	0.9216	0.9600
No log	10.2222	184	0.8975	0.7114	0.8975	0.9474
No log	10.3333	186	0.8310	0.7020	0.8310	0.9116
No log	10.4444	188	0.9246	0.6541	0.9246	0.9616
No log	10.5556	190	0.9448	0.6541	0.9448	0.9720
No log	10.6667	192	0.8627	0.6883	0.8627	0.9288
No log	10.7778	194	0.8389	0.7152	0.8389	0.9159
No log	10.8889	196	0.9052	0.6575	0.9052	0.9514
No log	11.0	198	0.9792	0.5778	0.9792	0.9896
No log	11.1111	200	0.8868	0.7152	0.8868	0.9417
No log	11.2222	202	0.7920	0.7484	0.7920	0.8900
No log	11.3333	204	0.7854	0.7578	0.7854	0.8862
No log	11.4444	206	0.8211	0.7305	0.8211	0.9061
No log	11.5556	208	0.8518	0.75	0.8518	0.9229
No log	11.6667	210	0.8877	0.7229	0.8877	0.9422
No log	11.7778	212	0.9753	0.7176	0.9753	0.9876
No log	11.8889	214	1.0102	0.7283	1.0102	1.0051
No log	12.0	216	0.9354	0.7219	0.9354	0.9671
No log	12.1111	218	0.8005	0.7329	0.8005	0.8947
No log	12.2222	220	0.7715	0.7114	0.7715	0.8783
No log	12.3333	222	0.7670	0.6944	0.7670	0.8758
No log	12.4444	224	0.8106	0.6933	0.8106	0.9003
No log	12.5556	226	0.9087	0.6974	0.9087	0.9533
No log	12.6667	228	0.9147	0.6577	0.9147	0.9564
No log	12.7778	230	0.8357	0.6286	0.8357	0.9141
No log	12.8889	232	0.8115	0.6479	0.8115	0.9009
No log	13.0	234	0.7881	0.6939	0.7881	0.8878
No log	13.1111	236	0.7853	0.7285	0.7853	0.8862
No log	13.2222	238	0.7953	0.6887	0.7953	0.8918
No log	13.3333	240	0.7946	0.6980	0.7946	0.8914
No log	13.4444	242	0.8349	0.6621	0.8349	0.9137
No log	13.5556	244	0.9316	0.5985	0.9316	0.9652
No log	13.6667	246	0.9595	0.6154	0.9595	0.9795
No log	13.7778	248	0.9393	0.6528	0.9393	0.9692
No log	13.8889	250	0.9398	0.6800	0.9398	0.9694
No log	14.0	252	0.9815	0.6923	0.9815	0.9907
No log	14.1111	254	0.9672	0.6797	0.9672	0.9835
No log	14.2222	256	0.8978	0.7013	0.8978	0.9475
No log	14.3333	258	0.8578	0.6800	0.8578	0.9262
No log	14.4444	260	0.8390	0.7083	0.8390	0.9160
No log	14.5556	262	0.8100	0.7211	0.8100	0.9000
No log	14.6667	264	0.7927	0.7260	0.7927	0.8903
No log	14.7778	266	0.7970	0.7260	0.7970	0.8927
No log	14.8889	268	0.8229	0.7034	0.8229	0.9072
No log	15.0	270	0.8671	0.6901	0.8671	0.9312
No log	15.1111	272	0.9406	0.6143	0.9406	0.9698
No log	15.2222	274	0.9810	0.6	0.9810	0.9904
No log	15.3333	276	0.9558	0.5890	0.9558	0.9776
No log	15.4444	278	0.9252	0.6000	0.9252	0.9619
No log	15.5556	280	0.8295	0.6993	0.8295	0.9108
No log	15.6667	282	0.7781	0.7133	0.7781	0.8821
No log	15.7778	284	0.7529	0.7273	0.7529	0.8677
No log	15.8889	286	0.7738	0.7101	0.7738	0.8797
No log	16.0	288	0.8441	0.6906	0.8441	0.9188
No log	16.1111	290	0.9401	0.6418	0.9401	0.9696
No log	16.2222	292	0.9856	0.6015	0.9856	0.9928
No log	16.3333	294	0.9533	0.6165	0.9533	0.9764
No log	16.4444	296	0.8672	0.6765	0.8672	0.9312
No log	16.5556	298	0.8254	0.6857	0.8254	0.9085
No log	16.6667	300	0.8018	0.6950	0.8018	0.8954
No log	16.7778	302	0.7969	0.6950	0.7969	0.8927
No log	16.8889	304	0.8104	0.6950	0.8104	0.9002
No log	17.0	306	0.8165	0.6812	0.8165	0.9036
No log	17.1111	308	0.7831	0.6857	0.7831	0.8849
No log	17.2222	310	0.7824	0.6618	0.7824	0.8845
No log	17.3333	312	0.7712	0.6853	0.7712	0.8782
No log	17.4444	314	0.7551	0.6809	0.7551	0.8690
No log	17.5556	316	0.8104	0.7007	0.8104	0.9002
No log	17.6667	318	0.9288	0.6418	0.9288	0.9637
No log	17.7778	320	0.9624	0.6015	0.9624	0.9810
No log	17.8889	322	0.9337	0.6357	0.9337	0.9663
No log	18.0	324	0.9230	0.6107	0.9230	0.9607
No log	18.1111	326	0.9477	0.6418	0.9477	0.9735
No log	18.2222	328	0.8879	0.6567	0.8879	0.9423
No log	18.3333	330	0.8325	0.6963	0.8325	0.9124
No log	18.4444	332	0.8090	0.6866	0.8090	0.8994
No log	18.5556	334	0.8419	0.7059	0.8419	0.9176
No log	18.6667	336	0.8884	0.7007	0.8884	0.9425
No log	18.7778	338	0.8624	0.7153	0.8624	0.9287
No log	18.8889	340	0.8050	0.6957	0.8050	0.8972
No log	19.0	342	0.7562	0.6763	0.7562	0.8696
No log	19.1111	344	0.7205	0.6939	0.7205	0.8488
No log	19.2222	346	0.6982	0.7123	0.6982	0.8356
No log	19.3333	348	0.7324	0.7050	0.7324	0.8558
No log	19.4444	350	0.7699	0.6857	0.7699	0.8775
No log	19.5556	352	0.8126	0.6763	0.8126	0.9014
No log	19.6667	354	0.7787	0.7050	0.7787	0.8825
No log	19.7778	356	0.7953	0.7027	0.7953	0.8918
No log	19.8889	358	0.8149	0.6939	0.8149	0.9027
No log	20.0	360	0.8535	0.6839	0.8535	0.9238
No log	20.1111	362	0.8387	0.6950	0.8387	0.9158
No log	20.2222	364	0.8297	0.6714	0.8297	0.9109
No log	20.3333	366	0.8597	0.7059	0.8597	0.9272
No log	20.4444	368	0.9290	0.6567	0.9290	0.9638
No log	20.5556	370	0.9306	0.6567	0.9306	0.9647
No log	20.6667	372	0.9233	0.6567	0.9233	0.9609
No log	20.7778	374	0.8830	0.6917	0.8830	0.9397
No log	20.8889	376	0.8348	0.7143	0.8348	0.9137
No log	21.0	378	0.8353	0.6892	0.8353	0.9139
No log	21.1111	380	0.8502	0.6923	0.8502	0.9221
No log	21.2222	382	0.8465	0.65	0.8465	0.9200
No log	21.3333	384	0.8305	0.7320	0.8305	0.9113
No log	21.4444	386	0.8118	0.7347	0.8118	0.9010
No log	21.5556	388	0.8504	0.6812	0.8504	0.9222
No log	21.6667	390	0.8946	0.6667	0.8946	0.9458
No log	21.7778	392	0.8704	0.6667	0.8704	0.9330
No log	21.8889	394	0.8367	0.6815	0.8367	0.9147
No log	22.0	396	0.8543	0.6222	0.8543	0.9243
No log	22.1111	398	0.8755	0.6370	0.8755	0.9357
No log	22.2222	400	0.9333	0.6056	0.9333	0.9661
No log	22.3333	402	0.9257	0.6027	0.9257	0.9621
No log	22.4444	404	0.8687	0.6383	0.8687	0.9320
No log	22.5556	406	0.7983	0.6618	0.7983	0.8935
No log	22.6667	408	0.7940	0.6406	0.7940	0.8911
No log	22.7778	410	0.8241	0.6412	0.8241	0.9078
No log	22.8889	412	0.8769	0.6462	0.8769	0.9365
No log	23.0	414	0.8780	0.6462	0.8780	0.9370
No log	23.1111	416	0.8771	0.6412	0.8771	0.9365
No log	23.2222	418	0.8833	0.6815	0.8833	0.9399
No log	23.3333	420	0.9286	0.6716	0.9286	0.9636
No log	23.4444	422	0.9502	0.6716	0.9502	0.9748
No log	23.5556	424	0.9740	0.6176	0.9740	0.9869
No log	23.6667	426	1.0052	0.5909	1.0052	1.0026
No log	23.7778	428	1.0007	0.5846	1.0007	1.0003
No log	23.8889	430	0.9885	0.5736	0.9885	0.9942
No log	24.0	432	0.9785	0.5827	0.9785	0.9892
No log	24.1111	434	0.9893	0.5714	0.9893	0.9946
No log	24.2222	436	0.9509	0.6094	0.9509	0.9751
No log	24.3333	438	0.9078	0.6357	0.9078	0.9528
No log	24.4444	440	0.8846	0.6471	0.8846	0.9405
No log	24.5556	442	0.8902	0.6809	0.8902	0.9435
No log	24.6667	444	0.8848	0.6571	0.8848	0.9406
No log	24.7778	446	0.8698	0.6809	0.8698	0.9326
No log	24.8889	448	0.8528	0.6618	0.8528	0.9235
No log	25.0	450	0.8450	0.6618	0.8450	0.9192
No log	25.1111	452	0.8343	0.6857	0.8343	0.9134
No log	25.2222	454	0.8867	0.6803	0.8867	0.9416
No log	25.3333	456	1.0794	0.6071	1.0794	1.0389
No log	25.4444	458	1.1931	0.5765	1.1931	1.0923
No log	25.5556	460	1.0965	0.5526	1.0965	1.0471
No log	25.6667	462	0.9805	0.6222	0.9805	0.9902
No log	25.7778	464	0.9422	0.6047	0.9422	0.9707
No log	25.8889	466	0.9541	0.6349	0.9541	0.9768
No log	26.0	468	0.9639	0.6614	0.9639	0.9818
No log	26.1111	470	0.9475	0.6190	0.9475	0.9734
No log	26.2222	472	0.9139	0.6190	0.9139	0.9560
No log	26.3333	474	0.9148	0.6190	0.9148	0.9565
No log	26.4444	476	0.9504	0.6667	0.9504	0.9749
No log	26.5556	478	0.9556	0.6565	0.9556	0.9775
No log	26.6667	480	0.9585	0.6308	0.9585	0.9791
No log	26.7778	482	0.9080	0.6822	0.9080	0.9529
No log	26.8889	484	0.8510	0.6818	0.8510	0.9225
No log	27.0	486	0.8320	0.6471	0.8320	0.9122
No log	27.1111	488	0.8147	0.6715	0.8147	0.9026
No log	27.2222	490	0.8248	0.6957	0.8248	0.9082
No log	27.3333	492	0.8395	0.6617	0.8395	0.9162
No log	27.4444	494	0.8724	0.6512	0.8724	0.9340
No log	27.5556	496	0.9019	0.6512	0.9019	0.9497
No log	27.6667	498	0.9009	0.6512	0.9009	0.9492
0.3805	27.7778	500	0.8989	0.6512	0.8989	0.9481
0.3805	27.8889	502	0.9187	0.6512	0.9187	0.9585
0.3805	28.0	504	0.9247	0.6719	0.9247	0.9616
0.3805	28.1111	506	0.9359	0.6719	0.9359	0.9674
0.3805	28.2222	508	0.9370	0.6822	0.9370	0.9680
0.3805	28.3333	510	0.8933	0.7059	0.8933	0.9452
0.3805	28.4444	512	0.8672	0.6569	0.8672	0.9312
0.3805	28.5556	514	0.8598	0.6809	0.8598	0.9273
0.3805	28.6667	516	0.8447	0.6846	0.8447	0.9191
0.3805	28.7778	518	0.8213	0.7143	0.8213	0.9062
0.3805	28.8889	520	0.7768	0.7368	0.7768	0.8814
0.3805	29.0	522	0.7627	0.7152	0.7627	0.8733
0.3805	29.1111	524	0.7609	0.7027	0.7609	0.8723
0.3805	29.2222	526	0.7673	0.7027	0.7673	0.8760
0.3805	29.3333	528	0.7843	0.7114	0.7843	0.8856
0.3805	29.4444	530	0.7802	0.7114	0.7802	0.8833
0.3805	29.5556	532	0.7803	0.6803	0.7803	0.8834
0.3805	29.6667	534	0.7946	0.6712	0.7946	0.8914
0.3805	29.7778	536	0.8060	0.6712	0.8060	0.8977
0.3805	29.8889	538	0.7946	0.6806	0.7946	0.8914
0.3805	30.0	540	0.8040	0.7101	0.8040	0.8967
0.3805	30.1111	542	0.8564	0.6912	0.8564	0.9254
0.3805	30.2222	544	0.8549	0.6866	0.8549	0.9246
0.3805	30.3333	546	0.8240	0.6667	0.8240	0.9077
0.3805	30.4444	548	0.8343	0.6667	0.8343	0.9134
0.3805	30.5556	550	0.9030	0.6711	0.9030	0.9503
0.3805	30.6667	552	1.0128	0.6364	1.0128	1.0064
0.3805	30.7778	554	1.0353	0.6410	1.0353	1.0175
0.3805	30.8889	556	0.9884	0.6358	0.9884	0.9942
0.3805	31.0	558	0.9600	0.6579	0.9600	0.9798
0.3805	31.1111	560	0.9034	0.6755	0.9034	0.9505
0.3805	31.2222	562	0.8466	0.6806	0.8466	0.9201
0.3805	31.3333	564	0.8111	0.6475	0.8111	0.9006
0.3805	31.4444	566	0.7939	0.6571	0.7939	0.8910
0.3805	31.5556	568	0.7980	0.6571	0.7980	0.8933
0.3805	31.6667	570	0.8068	0.6571	0.8068	0.8982
0.3805	31.7778	572	0.8115	0.6571	0.8115	0.9009
0.3805	31.8889	574	0.8261	0.6765	0.8261	0.9089
0.3805	32.0	576	0.8573	0.6957	0.8573	0.9259
0.3805	32.1111	578	0.8774	0.6718	0.8774	0.9367
0.3805	32.2222	580	0.8742	0.6718	0.8742	0.9350
0.3805	32.3333	582	0.8521	0.6715	0.8521	0.9231
0.3805	32.4444	584	0.8599	0.6573	0.8599	0.9273
0.3805	32.5556	586	0.9260	0.6887	0.9260	0.9623
0.3805	32.6667	588	1.0176	0.6405	1.0176	1.0088
0.3805	32.7778	590	1.0600	0.6242	1.0600	1.0296
0.3805	32.8889	592	1.0414	0.6667	1.0414	1.0205
0.3805	33.0	594	1.0325	0.675	1.0325	1.0161
0.3805	33.1111	596	1.0759	0.6380	1.0759	1.0372
0.3805	33.2222	598	1.1243	0.6145	1.1243	1.0603
0.3805	33.3333	600	0.9993	0.6667	0.9993	0.9996
0.3805	33.4444	602	0.8807	0.6950	0.8807	0.9385
0.3805	33.5556	604	0.8484	0.6519	0.8484	0.9211
0.3805	33.6667	606	0.8476	0.6466	0.8476	0.9207
0.3805	33.7778	608	0.8456	0.6618	0.8456	0.9196
0.3805	33.8889	610	0.8610	0.6906	0.8610	0.9279
0.3805	34.0	612	0.8911	0.6901	0.8911	0.9440
0.3805	34.1111	614	0.8904	0.6763	0.8904	0.9436
0.3805	34.2222	616	0.8987	0.6765	0.8987	0.9480
0.3805	34.3333	618	0.9184	0.6357	0.9184	0.9583
0.3805	34.4444	620	0.9581	0.6412	0.9581	0.9788
0.3805	34.5556	622	0.9614	0.5984	0.9614	0.9805
0.3805	34.6667	624	0.9389	0.6032	0.9389	0.9690
0.3805	34.7778	626	0.8788	0.6565	0.8788	0.9374
0.3805	34.8889	628	0.8182	0.6767	0.8182	0.9045
0.3805	35.0	630	0.8020	0.6912	0.8020	0.8955
0.3805	35.1111	632	0.8108	0.6912	0.8108	0.9005
0.3805	35.2222	634	0.8338	0.6866	0.8338	0.9131
0.3805	35.3333	636	0.8371	0.6866	0.8371	0.9149
0.3805	35.4444	638	0.8236	0.6767	0.8236	0.9075
0.3805	35.5556	640	0.8211	0.7050	0.8211	0.9061
0.3805	35.6667	642	0.8419	0.6812	0.8419	0.9175
0.3805	35.7778	644	0.8786	0.6715	0.8786	0.9373
0.3805	35.8889	646	0.9511	0.6567	0.9511	0.9752
0.3805	36.0	648	0.9779	0.6466	0.9779	0.9889
0.3805	36.1111	650	0.9287	0.6316	0.9287	0.9637
0.3805	36.2222	652	0.8461	0.6812	0.8461	0.9198
0.3805	36.3333	654	0.8001	0.6901	0.8001	0.8945
0.3805	36.4444	656	0.7876	0.7222	0.7876	0.8875
0.3805	36.5556	658	0.7875	0.7448	0.7875	0.8874
0.3805	36.6667	660	0.7995	0.7183	0.7995	0.8942
0.3805	36.7778	662	0.8087	0.7042	0.8087	0.8993
0.3805	36.8889	664	0.8084	0.6812	0.8084	0.8991
0.3805	37.0	666	0.8120	0.7007	0.8120	0.9011
0.3805	37.1111	668	0.8448	0.6667	0.8448	0.9191
0.3805	37.2222	670	0.8692	0.6308	0.8692	0.9323
0.3805	37.3333	672	0.9055	0.5984	0.9055	0.9516
0.3805	37.4444	674	0.9483	0.6094	0.9483	0.9738
0.3805	37.5556	676	0.9796	0.625	0.9796	0.9898
0.3805	37.6667	678	0.9537	0.6308	0.9537	0.9766

Framework versions

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