ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_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: 0.9738
• Qwk: 0.6277
• Mse: 0.9738
• Rmse: 0.9868

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	0.0233	2	7.2296	0.0	7.2296	2.6888
No log	0.0465	4	4.8707	0.0520	4.8707	2.2070
No log	0.0698	6	3.4998	0.0108	3.4998	1.8708
No log	0.0930	8	3.0974	0.0779	3.0974	1.7599
No log	0.1163	10	2.2223	0.0625	2.2223	1.4907
No log	0.1395	12	1.9894	0.0696	1.9894	1.4105
No log	0.1628	14	1.8617	0.2243	1.8617	1.3644
No log	0.1860	16	2.0541	0.1417	2.0541	1.4332
No log	0.2093	18	2.1710	0.1037	2.1710	1.4734
No log	0.2326	20	2.2226	0.1765	2.2226	1.4908
No log	0.2558	22	2.7965	0.1216	2.7965	1.6723
No log	0.2791	24	2.7038	0.1333	2.7038	1.6443
No log	0.3023	26	1.8954	0.2481	1.8954	1.3767
No log	0.3256	28	1.3867	0.3667	1.3867	1.1776
No log	0.3488	30	1.4104	0.3529	1.4104	1.1876
No log	0.3721	32	1.5066	0.4031	1.5066	1.2274
No log	0.3953	34	2.5079	0.3179	2.5079	1.5836
No log	0.4186	36	3.9603	0.1681	3.9603	1.9901
No log	0.4419	38	4.4120	0.0608	4.4120	2.1005
No log	0.4651	40	3.5356	0.1786	3.5356	1.8803
No log	0.4884	42	2.4794	0.2809	2.4794	1.5746
No log	0.5116	44	1.8548	0.3497	1.8548	1.3619
No log	0.5349	46	1.4940	0.3968	1.4940	1.2223
No log	0.5581	48	1.4594	0.3780	1.4594	1.2081
No log	0.5814	50	1.4437	0.3710	1.4437	1.2015
No log	0.6047	52	1.6064	0.4380	1.6064	1.2674
No log	0.6279	54	2.0908	0.3038	2.0908	1.4460
No log	0.6512	56	2.8740	0.2814	2.8740	1.6953
No log	0.6744	58	2.7882	0.2814	2.7882	1.6698
No log	0.6977	60	2.4710	0.2974	2.4710	1.5719
No log	0.7209	62	2.1306	0.3804	2.1306	1.4597
No log	0.7442	64	1.6845	0.5202	1.6845	1.2979
No log	0.7674	66	1.3500	0.6012	1.3500	1.1619
No log	0.7907	68	1.2141	0.6463	1.2141	1.1019
No log	0.8140	70	1.0914	0.6316	1.0914	1.0447
No log	0.8372	72	1.0353	0.6164	1.0353	1.0175
No log	0.8605	74	1.0758	0.6027	1.0758	1.0372
No log	0.8837	76	1.2630	0.56	1.2630	1.1238
No log	0.9070	78	1.4781	0.5067	1.4781	1.2158
No log	0.9302	80	1.6162	0.4901	1.6162	1.2713
No log	0.9535	82	1.7647	0.4805	1.7647	1.3284
No log	0.9767	84	1.9052	0.3924	1.9052	1.3803
No log	1.0	86	1.9105	0.3851	1.9105	1.3822
No log	1.0233	88	1.7400	0.4277	1.7400	1.3191
No log	1.0465	90	1.4458	0.4933	1.4458	1.2024
No log	1.0698	92	1.2709	0.5	1.2709	1.1274
No log	1.0930	94	1.2060	0.5075	1.2060	1.0982
No log	1.1163	96	1.2705	0.4848	1.2705	1.1271
No log	1.1395	98	1.2511	0.5	1.2511	1.1185
No log	1.1628	100	1.2874	0.4776	1.2874	1.1347
No log	1.1860	102	1.5066	0.5	1.5066	1.2274
No log	1.2093	104	1.9796	0.3956	1.9796	1.4070
No log	1.2326	106	2.8660	0.2977	2.8660	1.6929
No log	1.2558	108	4.1307	0.1776	4.1307	2.0324
No log	1.2791	110	3.8492	0.2329	3.8492	1.9619
No log	1.3023	112	2.0416	0.4239	2.0416	1.4289
No log	1.3256	114	1.0474	0.5373	1.0474	1.0234
No log	1.3488	116	1.0107	0.5758	1.0107	1.0053
No log	1.3721	118	1.0969	0.5231	1.0969	1.0473
No log	1.3953	120	1.0467	0.5758	1.0467	1.0231
No log	1.4186	122	0.9235	0.6269	0.9235	0.9610
No log	1.4419	124	0.8404	0.6861	0.8404	0.9167
No log	1.4651	126	0.9430	0.6383	0.9430	0.9711
No log	1.4884	128	1.0775	0.6267	1.0775	1.0380
No log	1.5116	130	1.2413	0.625	1.2413	1.1141
No log	1.5349	132	1.3137	0.6038	1.3137	1.1461
No log	1.5581	134	1.2134	0.5974	1.2134	1.1015
No log	1.5814	136	1.0655	0.6027	1.0655	1.0322
No log	1.6047	138	0.9771	0.5778	0.9771	0.9885
No log	1.6279	140	0.9396	0.5882	0.9396	0.9693
No log	1.6512	142	0.9295	0.6423	0.9295	0.9641
No log	1.6744	144	0.9391	0.6324	0.9391	0.9691
No log	1.6977	146	0.9552	0.5926	0.9552	0.9773
No log	1.7209	148	0.9763	0.6232	0.9763	0.9881
No log	1.7442	150	1.1701	0.6093	1.1701	1.0817
No log	1.7674	152	1.5832	0.4524	1.5832	1.2582
No log	1.7907	154	2.1741	0.4301	2.1741	1.4745
No log	1.8140	156	1.6880	0.4674	1.6880	1.2992
No log	1.8372	158	1.1044	0.6743	1.1044	1.0509
No log	1.8605	160	0.9003	0.7108	0.9003	0.9488
No log	1.8837	162	0.9657	0.6081	0.9657	0.9827
No log	1.9070	164	1.0225	0.6197	1.0225	1.0112
No log	1.9302	166	0.9738	0.6099	0.9738	0.9868
No log	1.9535	168	0.9596	0.6286	0.9596	0.9796
No log	1.9767	170	0.9598	0.6286	0.9598	0.9797
No log	2.0	172	0.9872	0.6187	0.9872	0.9936
No log	2.0233	174	1.1180	0.5755	1.1180	1.0573
No log	2.0465	176	1.1305	0.5493	1.1305	1.0633
No log	2.0698	178	1.0363	0.6043	1.0363	1.0180
No log	2.0930	180	0.9149	0.6331	0.9149	0.9565
No log	2.1163	182	0.8488	0.6714	0.8488	0.9213
No log	2.1395	184	0.9334	0.6471	0.9334	0.9661
No log	2.1628	186	0.9787	0.6029	0.9787	0.9893
No log	2.1860	188	0.9192	0.6667	0.9192	0.9588
No log	2.2093	190	0.8517	0.6812	0.8517	0.9229
No log	2.2326	192	0.8791	0.6423	0.8791	0.9376
No log	2.2558	194	1.0099	0.6131	1.0099	1.0050
No log	2.2791	196	1.1419	0.56	1.1419	1.0686
No log	2.3023	198	1.1839	0.5696	1.1839	1.0881
No log	2.3256	200	1.0556	0.6104	1.0556	1.0274
No log	2.3488	202	0.9375	0.6713	0.9375	0.9682
No log	2.3721	204	0.9748	0.6475	0.9748	0.9873
No log	2.3953	206	1.0041	0.6286	1.0041	1.0020
No log	2.4186	208	1.0012	0.6241	1.0012	1.0006
No log	2.4419	210	1.0296	0.6389	1.0296	1.0147
No log	2.4651	212	0.9693	0.6622	0.9693	0.9845
No log	2.4884	214	0.9396	0.6573	0.9396	0.9694
No log	2.5116	216	0.9460	0.6809	0.9460	0.9726
No log	2.5349	218	0.9373	0.6324	0.9373	0.9681
No log	2.5581	220	0.9139	0.6286	0.9139	0.9560
No log	2.5814	222	0.8555	0.6763	0.8555	0.9249
No log	2.6047	224	0.8253	0.6861	0.8253	0.9084
No log	2.6279	226	0.7799	0.7123	0.7799	0.8831
No log	2.6512	228	0.8773	0.7117	0.8773	0.9366
No log	2.6744	230	1.1035	0.6358	1.1035	1.0505
No log	2.6977	232	1.1714	0.5989	1.1714	1.0823
No log	2.7209	234	1.2188	0.5843	1.2188	1.1040
No log	2.7442	236	1.2381	0.6000	1.2381	1.1127
No log	2.7674	238	1.0663	0.6243	1.0663	1.0326
No log	2.7907	240	0.8818	0.7283	0.8818	0.9390
No log	2.8140	242	0.7607	0.7195	0.7607	0.8722
No log	2.8372	244	0.8619	0.6490	0.8619	0.9284
No log	2.8605	246	0.9934	0.6216	0.9934	0.9967
No log	2.8837	248	1.0789	0.5734	1.0789	1.0387
No log	2.9070	250	1.1178	0.5652	1.1178	1.0573
No log	2.9302	252	1.1388	0.5294	1.1388	1.0671
No log	2.9535	254	1.0619	0.5755	1.0619	1.0305
No log	2.9767	256	0.9546	0.5942	0.9546	0.9771
No log	3.0	258	0.8430	0.6358	0.8430	0.9181
No log	3.0233	260	0.7876	0.7578	0.7876	0.8875
No log	3.0465	262	0.8545	0.7439	0.8545	0.9244
No log	3.0698	264	0.9288	0.6914	0.9288	0.9637
No log	3.0930	266	0.8597	0.7239	0.8597	0.9272
No log	3.1163	268	0.7911	0.7397	0.7911	0.8894
No log	3.1395	270	0.7682	0.7183	0.7682	0.8765
No log	3.1628	272	0.7858	0.6619	0.7858	0.8865
No log	3.1860	274	0.8139	0.6377	0.8139	0.9022
No log	3.2093	276	0.7883	0.6763	0.7883	0.8879
No log	3.2326	278	0.7848	0.7183	0.7848	0.8859
No log	3.2558	280	0.7819	0.7361	0.7819	0.8843
No log	3.2791	282	0.7814	0.7183	0.7814	0.8840
No log	3.3023	284	0.8083	0.7310	0.8083	0.8990
No log	3.3256	286	0.8672	0.6713	0.8672	0.9313
No log	3.3488	288	0.8634	0.6849	0.8634	0.9292
No log	3.3721	290	0.8383	0.7211	0.8383	0.9156
No log	3.3953	292	0.8846	0.7044	0.8846	0.9405
No log	3.4186	294	0.8416	0.7152	0.8416	0.9174
No log	3.4419	296	0.8148	0.7413	0.8148	0.9027
No log	3.4651	298	0.8868	0.7059	0.8868	0.9417
No log	3.4884	300	0.9085	0.6716	0.9085	0.9532
No log	3.5116	302	0.8929	0.6714	0.8929	0.9449
No log	3.5349	304	0.8837	0.6809	0.8837	0.9400
No log	3.5581	306	0.8634	0.6620	0.8634	0.9292
No log	3.5814	308	0.8471	0.6713	0.8471	0.9204
No log	3.6047	310	0.8530	0.6759	0.8530	0.9236
No log	3.6279	312	0.8816	0.6667	0.8816	0.9389
No log	3.6512	314	0.8754	0.6803	0.8754	0.9356
No log	3.6744	316	0.8931	0.6475	0.8931	0.9450
No log	3.6977	318	0.9188	0.6222	0.9188	0.9586
No log	3.7209	320	0.9336	0.6222	0.9336	0.9662
No log	3.7442	322	0.9327	0.6316	0.9327	0.9658
No log	3.7674	324	0.9118	0.6418	0.9118	0.9549
No log	3.7907	326	0.8874	0.6331	0.8874	0.9420
No log	3.8140	328	0.8960	0.6232	0.8960	0.9466
No log	3.8372	330	0.9128	0.6331	0.9128	0.9554
No log	3.8605	332	0.9754	0.6761	0.9754	0.9876
No log	3.8837	334	1.0222	0.6286	1.0222	1.0110
No log	3.9070	336	0.9381	0.6806	0.9381	0.9685
No log	3.9302	338	0.8709	0.6713	0.8709	0.9332
No log	3.9535	340	0.8444	0.6522	0.8444	0.9189
No log	3.9767	342	0.8067	0.6423	0.8067	0.8981
No log	4.0	344	0.7828	0.6809	0.7828	0.8848
No log	4.0233	346	0.7633	0.7083	0.7633	0.8737
No log	4.0465	348	0.7428	0.7211	0.7428	0.8619
No log	4.0698	350	0.7433	0.7248	0.7433	0.8622
No log	4.0930	352	0.7616	0.7260	0.7616	0.8727
No log	4.1163	354	0.8284	0.6528	0.8284	0.9102
No log	4.1395	356	0.8651	0.6225	0.8651	0.9301
No log	4.1628	358	0.8141	0.64	0.8141	0.9023
No log	4.1860	360	0.7738	0.7105	0.7738	0.8796
No log	4.2093	362	0.7605	0.7285	0.7605	0.8721
No log	4.2326	364	0.7978	0.6667	0.7978	0.8932
No log	4.2558	366	0.7915	0.6806	0.7915	0.8897
No log	4.2791	368	0.7509	0.7397	0.7509	0.8666
No log	4.3023	370	0.7854	0.75	0.7854	0.8862
No log	4.3256	372	0.8322	0.6897	0.8322	0.9123
No log	4.3488	374	0.8438	0.6853	0.8438	0.9186
No log	4.3721	376	0.8337	0.7234	0.8337	0.9131
No log	4.3953	378	0.7839	0.6957	0.7839	0.8854
No log	4.4186	380	0.7831	0.7143	0.7831	0.8849
No log	4.4419	382	0.8039	0.6763	0.8039	0.8966
No log	4.4651	384	0.8156	0.6377	0.8156	0.9031
No log	4.4884	386	0.8035	0.6906	0.8035	0.8964
No log	4.5116	388	0.8147	0.7	0.8147	0.9026
No log	4.5349	390	0.8894	0.6667	0.8894	0.9431
No log	4.5581	392	0.9215	0.6519	0.9215	0.9599
No log	4.5814	394	0.8899	0.6809	0.8899	0.9434
No log	4.6047	396	0.8252	0.6957	0.8252	0.9084
No log	4.6279	398	0.8217	0.6986	0.8217	0.9065
No log	4.6512	400	0.8333	0.7297	0.8333	0.9129
No log	4.6744	402	0.8252	0.6986	0.8252	0.9084
No log	4.6977	404	0.8037	0.7376	0.8037	0.8965
No log	4.7209	406	0.8098	0.6713	0.8098	0.8999
No log	4.7442	408	0.7991	0.6713	0.7991	0.8939
No log	4.7674	410	0.7767	0.7083	0.7767	0.8813
No log	4.7907	412	0.7918	0.7042	0.7918	0.8898
No log	4.8140	414	0.8994	0.6623	0.8994	0.9483
No log	4.8372	416	0.9189	0.6752	0.9189	0.9586
No log	4.8605	418	0.8232	0.6528	0.8232	0.9073
No log	4.8837	420	0.7794	0.7172	0.7794	0.8828
No log	4.9070	422	0.8566	0.6809	0.8566	0.9255
No log	4.9302	424	0.9512	0.6714	0.9512	0.9753
No log	4.9535	426	1.0278	0.6364	1.0278	1.0138
No log	4.9767	428	1.0264	0.6047	1.0264	1.0131
No log	5.0	430	0.9436	0.6094	0.9436	0.9714
No log	5.0233	432	0.8703	0.6667	0.8703	0.9329
No log	5.0465	434	0.8320	0.7234	0.8320	0.9121
No log	5.0698	436	0.7935	0.7347	0.7935	0.8908
No log	5.0930	438	0.7863	0.7211	0.7863	0.8867
No log	5.1163	440	0.7676	0.7162	0.7676	0.8761
No log	5.1395	442	0.7649	0.7205	0.7649	0.8746
No log	5.1628	444	0.8548	0.7160	0.8548	0.9246
No log	5.1860	446	0.9274	0.6994	0.9274	0.9630
No log	5.2093	448	0.8740	0.7239	0.8740	0.9349
No log	5.2326	450	0.7746	0.6892	0.7746	0.8801
No log	5.2558	452	0.7452	0.7172	0.7452	0.8633
No log	5.2791	454	0.7187	0.7361	0.7187	0.8478
No log	5.3023	456	0.6899	0.7465	0.6899	0.8306
No log	5.3256	458	0.6839	0.7571	0.6839	0.8270
No log	5.3488	460	0.7078	0.7338	0.7078	0.8413
No log	5.3721	462	0.7664	0.7143	0.7664	0.8755
No log	5.3953	464	0.8588	0.6853	0.8588	0.9267
No log	5.4186	466	0.9110	0.6806	0.9110	0.9545
No log	5.4419	468	0.9454	0.6806	0.9454	0.9723
No log	5.4651	470	0.8660	0.6853	0.8660	0.9306
No log	5.4884	472	0.7633	0.7	0.7633	0.8737
No log	5.5116	474	0.7288	0.7050	0.7288	0.8537
No log	5.5349	476	0.7048	0.7355	0.7048	0.8395
No log	5.5581	478	0.6891	0.7284	0.6891	0.8301
No log	5.5814	480	0.6887	0.7451	0.6887	0.8299
No log	5.6047	482	0.7038	0.7403	0.7038	0.8389
No log	5.6279	484	0.7204	0.7568	0.7204	0.8487
No log	5.6512	486	0.7278	0.7432	0.7278	0.8531
No log	5.6744	488	0.7464	0.7211	0.7464	0.8639
No log	5.6977	490	0.7932	0.7183	0.7932	0.8906
No log	5.7209	492	0.8471	0.7183	0.8471	0.9204
No log	5.7442	494	0.8585	0.6761	0.8585	0.9265
No log	5.7674	496	0.8325	0.7183	0.8325	0.9124
No log	5.7907	498	0.8357	0.6759	0.8357	0.9141
0.453	5.8140	500	0.8114	0.6759	0.8114	0.9008
0.453	5.8372	502	0.7437	0.7222	0.7437	0.8624
0.453	5.8605	504	0.7235	0.7582	0.7235	0.8506
0.453	5.8837	506	0.7365	0.7368	0.7365	0.8582
0.453	5.9070	508	0.7490	0.6944	0.7490	0.8654
0.453	5.9302	510	0.7841	0.6667	0.7841	0.8855
0.453	5.9535	512	0.7944	0.6667	0.7944	0.8913
0.453	5.9767	514	0.7568	0.7297	0.7568	0.8699
0.453	6.0	516	0.7594	0.7342	0.7594	0.8715
0.453	6.0233	518	0.8064	0.7578	0.8064	0.8980
0.453	6.0465	520	0.7931	0.7590	0.7931	0.8906
0.453	6.0698	522	0.7529	0.7317	0.7529	0.8677
0.453	6.0930	524	0.7405	0.7439	0.7405	0.8605
0.453	6.1163	526	0.7427	0.7439	0.7427	0.8618
0.453	6.1395	528	0.7570	0.7421	0.7570	0.8701
0.453	6.1628	530	0.7770	0.6968	0.7770	0.8815
0.453	6.1860	532	0.7792	0.7143	0.7792	0.8827
0.453	6.2093	534	0.7900	0.7432	0.7900	0.8888
0.453	6.2326	536	0.8239	0.6479	0.8239	0.9077
0.453	6.2558	538	0.8611	0.6434	0.8611	0.9280
0.453	6.2791	540	0.8564	0.6294	0.8564	0.9254
0.453	6.3023	542	0.8525	0.6434	0.8525	0.9233
0.453	6.3256	544	0.7910	0.7361	0.7910	0.8894
0.453	6.3488	546	0.7633	0.7361	0.7633	0.8737
0.453	6.3721	548	0.7557	0.7432	0.7557	0.8693
0.453	6.3953	550	0.7588	0.7308	0.7588	0.8711
0.453	6.4186	552	0.7667	0.7308	0.7667	0.8756
0.453	6.4419	554	0.7691	0.7308	0.7691	0.8770
0.453	6.4651	556	0.8038	0.7273	0.8038	0.8965
0.453	6.4884	558	0.8781	0.7059	0.8781	0.9371
0.453	6.5116	560	0.9707	0.7045	0.9707	0.9853
0.453	6.5349	562	0.9458	0.7045	0.9458	0.9725
0.453	6.5581	564	0.8434	0.7241	0.8434	0.9183
0.453	6.5814	566	0.8022	0.7135	0.8022	0.8957
0.453	6.6047	568	0.8263	0.7135	0.8263	0.9090
0.453	6.6279	570	0.8734	0.6860	0.8734	0.9345
0.453	6.6512	572	0.8162	0.7195	0.8162	0.9034
0.453	6.6744	574	0.8197	0.7215	0.8197	0.9054
0.453	6.6977	576	0.8417	0.7152	0.8417	0.9175
0.453	6.7209	578	0.8661	0.7051	0.8661	0.9306
0.453	6.7442	580	0.9130	0.6832	0.9130	0.9555
0.453	6.7674	582	0.9116	0.6707	0.9116	0.9548
0.453	6.7907	584	0.8707	0.7186	0.8707	0.9331
0.453	6.8140	586	0.8200	0.7456	0.8200	0.9055
0.453	6.8372	588	0.7455	0.7574	0.7455	0.8634
0.453	6.8605	590	0.7248	0.7531	0.7248	0.8514
0.453	6.8837	592	0.7396	0.7578	0.7396	0.8600
0.453	6.9070	594	0.7305	0.75	0.7305	0.8547
0.453	6.9302	596	0.7350	0.7421	0.7350	0.8573
0.453	6.9535	598	0.7668	0.725	0.7668	0.8757
0.453	6.9767	600	0.7993	0.7044	0.7993	0.8940
0.453	7.0	602	1.0372	0.6474	1.0372	1.0185
0.453	7.0233	604	1.6202	0.5217	1.6202	1.2729
0.453	7.0465	606	1.6362	0.5134	1.6362	1.2791
0.453	7.0698	608	1.2086	0.6667	1.2086	1.0994
0.453	7.0930	610	0.7867	0.6994	0.7867	0.8870
0.453	7.1163	612	0.7444	0.7451	0.7444	0.8628
0.453	7.1395	614	0.7921	0.7133	0.7921	0.8900
0.453	7.1628	616	0.8639	0.7092	0.8639	0.9294
0.453	7.1860	618	0.8943	0.6522	0.8943	0.9457
0.453	7.2093	620	0.8798	0.6667	0.8798	0.9380
0.453	7.2326	622	0.8294	0.6944	0.8294	0.9107
0.453	7.2558	624	0.7897	0.6993	0.7897	0.8886
0.453	7.2791	626	0.7668	0.7183	0.7668	0.8757
0.453	7.3023	628	0.7830	0.7222	0.7830	0.8849
0.453	7.3256	630	0.7854	0.7222	0.7854	0.8862
0.453	7.3488	632	0.7779	0.7413	0.7779	0.8820
0.453	7.3721	634	0.7768	0.7413	0.7768	0.8814
0.453	7.3953	636	0.8201	0.6620	0.8201	0.9056
0.453	7.4186	638	0.8713	0.6434	0.8713	0.9334
0.453	7.4419	640	0.8911	0.6338	0.8911	0.9440
0.453	7.4651	642	0.8534	0.7133	0.8534	0.9238
0.453	7.4884	644	0.7972	0.7692	0.7972	0.8929
0.453	7.5116	646	0.7715	0.7413	0.7715	0.8784
0.453	7.5349	648	0.7463	0.7310	0.7463	0.8639
0.453	7.5581	650	0.7118	0.7867	0.7118	0.8437
0.453	7.5814	652	0.7502	0.6933	0.7502	0.8661
0.453	7.6047	654	0.8186	0.6531	0.8186	0.9048
0.453	7.6279	656	0.8158	0.6575	0.8158	0.9032
0.453	7.6512	658	0.8007	0.7246	0.8007	0.8948
0.453	7.6744	660	0.8368	0.6812	0.8368	0.9148
0.453	7.6977	662	0.8833	0.6619	0.8833	0.9398
0.453	7.7209	664	0.8633	0.6897	0.8633	0.9292
0.453	7.7442	666	0.8151	0.7333	0.8151	0.9028
0.453	7.7674	668	0.7787	0.6809	0.7787	0.8824
0.453	7.7907	670	0.8006	0.6809	0.8006	0.8948
0.453	7.8140	672	0.8498	0.6715	0.8498	0.9218
0.453	7.8372	674	0.8995	0.6573	0.8995	0.9484
0.453	7.8605	676	0.8891	0.6622	0.8891	0.9429
0.453	7.8837	678	0.8781	0.6846	0.8781	0.9371
0.453	7.9070	680	0.8973	0.6846	0.8973	0.9473
0.453	7.9302	682	0.9080	0.6752	0.9080	0.9529
0.453	7.9535	684	0.9032	0.6623	0.9032	0.9504
0.453	7.9767	686	0.8732	0.6797	0.8732	0.9345
0.453	8.0	688	0.8220	0.6986	0.8220	0.9066
0.453	8.0233	690	0.8075	0.6620	0.8075	0.8986
0.453	8.0465	692	0.8175	0.6475	0.8175	0.9041
0.453	8.0698	694	0.8420	0.6812	0.8420	0.9176
0.453	8.0930	696	0.9114	0.6475	0.9114	0.9547
0.453	8.1163	698	0.9473	0.6087	0.9473	0.9733
0.453	8.1395	700	0.9088	0.6232	0.9088	0.9533
0.453	8.1628	702	0.8401	0.6522	0.8401	0.9166
0.453	8.1860	704	0.8032	0.7101	0.8032	0.8962
0.453	8.2093	706	0.8062	0.7133	0.8062	0.8979
0.453	8.2326	708	0.8144	0.6980	0.8144	0.9024
0.453	8.2558	710	0.8290	0.6928	0.8290	0.9105
0.453	8.2791	712	0.8442	0.7013	0.8442	0.9188
0.453	8.3023	714	0.8689	0.7105	0.8689	0.9321
0.453	8.3256	716	0.9061	0.7020	0.9061	0.9519
0.453	8.3488	718	0.9425	0.6933	0.9425	0.9708
0.453	8.3721	720	0.9643	0.6939	0.9643	0.9820
0.453	8.3953	722	0.9762	0.6667	0.9762	0.9880
0.453	8.4186	724	0.9830	0.6525	0.9830	0.9915
0.453	8.4419	726	0.9899	0.5970	0.9899	0.9949
0.453	8.4651	728	0.9876	0.6015	0.9876	0.9938
0.453	8.4884	730	0.9738	0.6277	0.9738	0.9868

Framework versions

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