ArabicNewSplits5_FineTuningAraBERT_run2_AugV5_k13_task2_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: 0.6649
• Qwk: 0.5109
• Mse: 0.6649
• Rmse: 0.8154

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	0.0244	2	4.2172	-0.0222	4.2172	2.0536
No log	0.0488	4	2.3681	0.0124	2.3681	1.5389
No log	0.0732	6	1.6891	-0.0858	1.6891	1.2996
No log	0.0976	8	1.3188	0.0361	1.3188	1.1484
No log	0.1220	10	0.8825	0.0081	0.8825	0.9394
No log	0.1463	12	0.8879	0.0708	0.8879	0.9423
No log	0.1707	14	1.0395	0.0432	1.0395	1.0196
No log	0.1951	16	1.2078	0.0504	1.2078	1.0990
No log	0.2195	18	1.1726	0.0504	1.1726	1.0829
No log	0.2439	20	0.9431	0.1377	0.9431	0.9711
No log	0.2683	22	0.6829	0.2831	0.6829	0.8264
No log	0.2927	24	0.6103	0.4163	0.6103	0.7812
No log	0.3171	26	0.6126	0.3764	0.6126	0.7827
No log	0.3415	28	0.6404	0.2991	0.6404	0.8002
No log	0.3659	30	0.9521	0.1408	0.9521	0.9758
No log	0.3902	32	1.1591	0.1552	1.1591	1.0766
No log	0.4146	34	0.9742	0.1475	0.9742	0.9870
No log	0.4390	36	0.8289	0.1833	0.8289	0.9105
No log	0.4634	38	0.7065	0.3689	0.7065	0.8406
No log	0.4878	40	0.6815	0.2955	0.6815	0.8256
No log	0.5122	42	0.7720	0.2617	0.7720	0.8786
No log	0.5366	44	1.0838	0.1458	1.0838	1.0410
No log	0.5610	46	1.8750	0.1084	1.8750	1.3693
No log	0.5854	48	2.6229	0.0535	2.6229	1.6195
No log	0.6098	50	2.7078	0.0446	2.7078	1.6456
No log	0.6341	52	2.2134	0.0547	2.2134	1.4877
No log	0.6585	54	1.4754	0.1261	1.4754	1.2146
No log	0.6829	56	1.1421	0.0293	1.1421	1.0687
No log	0.7073	58	0.9366	0.0739	0.9366	0.9678
No log	0.7317	60	0.8582	0.1112	0.8582	0.9264
No log	0.7561	62	0.9664	0.1653	0.9664	0.9831
No log	0.7805	64	1.2032	0.1603	1.2032	1.0969
No log	0.8049	66	1.0840	0.1813	1.0840	1.0412
No log	0.8293	68	0.9411	0.2670	0.9411	0.9701
No log	0.8537	70	1.2104	0.1614	1.2104	1.1002
No log	0.8780	72	1.6069	0.1348	1.6069	1.2676
No log	0.9024	74	1.8322	0.1222	1.8322	1.3536
No log	0.9268	76	1.2780	0.1496	1.2780	1.1305
No log	0.9512	78	0.7726	0.2539	0.7726	0.8790
No log	0.9756	80	0.7214	0.3374	0.7214	0.8494
No log	1.0	82	0.9020	0.1710	0.9020	0.9497
No log	1.0244	84	1.3193	0.1507	1.3193	1.1486
No log	1.0488	86	1.7960	0.1283	1.7960	1.3401
No log	1.0732	88	1.7505	0.1446	1.7505	1.3231
No log	1.0976	90	1.3094	0.1592	1.3094	1.1443
No log	1.1220	92	0.8019	0.3542	0.8019	0.8955
No log	1.1463	94	0.5880	0.4225	0.5880	0.7668
No log	1.1707	96	0.5819	0.3826	0.5819	0.7628
No log	1.1951	98	0.5786	0.4307	0.5786	0.7606
No log	1.2195	100	0.5961	0.38	0.5961	0.7721
No log	1.2439	102	0.7183	0.3710	0.7183	0.8475
No log	1.2683	104	0.8805	0.2431	0.8805	0.9384
No log	1.2927	106	1.1198	0.2831	1.1198	1.0582
No log	1.3171	108	1.1021	0.2937	1.1021	1.0498
No log	1.3415	110	0.8623	0.4192	0.8623	0.9286
No log	1.3659	112	0.6751	0.3671	0.6751	0.8217
No log	1.3902	114	0.6525	0.4132	0.6525	0.8078
No log	1.4146	116	0.6679	0.4165	0.6679	0.8173
No log	1.4390	118	0.6343	0.4584	0.6343	0.7964
No log	1.4634	120	0.6355	0.4562	0.6355	0.7972
No log	1.4878	122	0.9501	0.3900	0.9501	0.9747
No log	1.5122	124	1.2702	0.2732	1.2702	1.1270
No log	1.5366	126	1.2345	0.2561	1.2345	1.1111
No log	1.5610	128	0.9108	0.3867	0.9108	0.9543
No log	1.5854	130	0.6228	0.4422	0.6228	0.7892
No log	1.6098	132	0.5846	0.4297	0.5846	0.7646
No log	1.6341	134	0.6261	0.4662	0.6261	0.7913
No log	1.6585	136	0.6086	0.4344	0.6086	0.7801
No log	1.6829	138	0.6643	0.4062	0.6643	0.8151
No log	1.7073	140	0.7994	0.3548	0.7994	0.8941
No log	1.7317	142	0.8670	0.3101	0.8670	0.9311
No log	1.7561	144	0.7791	0.4266	0.7791	0.8827
No log	1.7805	146	0.7197	0.3788	0.7197	0.8483
No log	1.8049	148	0.7425	0.3396	0.7425	0.8617
No log	1.8293	150	0.7626	0.3729	0.7626	0.8733
No log	1.8537	152	0.7289	0.4009	0.7289	0.8537
No log	1.8780	154	0.7513	0.4341	0.7513	0.8668
No log	1.9024	156	0.7699	0.4341	0.7699	0.8775
No log	1.9268	158	0.7845	0.4859	0.7845	0.8857
No log	1.9512	160	0.8125	0.4739	0.8125	0.9014
No log	1.9756	162	0.8409	0.4884	0.8409	0.9170
No log	2.0	164	0.8584	0.4298	0.8584	0.9265
No log	2.0244	166	0.9112	0.4183	0.9112	0.9546
No log	2.0488	168	1.0563	0.4180	1.0563	1.0278
No log	2.0732	170	1.0690	0.3637	1.0690	1.0339
No log	2.0976	172	0.9558	0.4204	0.9558	0.9777
No log	2.1220	174	0.8455	0.4243	0.8455	0.9195
No log	2.1463	176	0.8837	0.4511	0.8837	0.9400
No log	2.1707	178	0.8811	0.4400	0.8811	0.9387
No log	2.1951	180	0.7965	0.4960	0.7965	0.8925
No log	2.2195	182	0.7318	0.4174	0.7318	0.8554
No log	2.2439	184	0.6990	0.4615	0.6990	0.8360
No log	2.2683	186	0.6795	0.4217	0.6795	0.8243
No log	2.2927	188	0.6276	0.3992	0.6276	0.7922
No log	2.3171	190	0.6083	0.4834	0.6083	0.7799
No log	2.3415	192	0.6132	0.4602	0.6132	0.7831
No log	2.3659	194	0.6057	0.4762	0.6057	0.7783
No log	2.3902	196	0.6239	0.4655	0.6239	0.7899
No log	2.4146	198	0.6268	0.4639	0.6268	0.7917
No log	2.4390	200	0.6364	0.4721	0.6364	0.7977
No log	2.4634	202	0.6549	0.5208	0.6549	0.8092
No log	2.4878	204	0.7019	0.5046	0.7019	0.8378
No log	2.5122	206	0.7035	0.5055	0.7035	0.8388
No log	2.5366	208	0.6916	0.5131	0.6916	0.8316
No log	2.5610	210	0.6726	0.5334	0.6726	0.8201
No log	2.5854	212	0.6822	0.4947	0.6822	0.8259
No log	2.6098	214	0.6949	0.4991	0.6949	0.8336
No log	2.6341	216	0.6783	0.4955	0.6783	0.8236
No log	2.6585	218	0.6738	0.5024	0.6738	0.8208
No log	2.6829	220	0.8011	0.4302	0.8011	0.8950
No log	2.7073	222	0.8395	0.4189	0.8395	0.9163
No log	2.7317	224	0.7833	0.4511	0.7833	0.8851
No log	2.7561	226	0.6769	0.5151	0.6769	0.8228
No log	2.7805	228	0.6650	0.4824	0.6650	0.8155
No log	2.8049	230	0.6914	0.4668	0.6914	0.8315
No log	2.8293	232	0.7263	0.4698	0.7263	0.8522
No log	2.8537	234	0.7132	0.4541	0.7132	0.8445
No log	2.8780	236	0.7073	0.4683	0.7073	0.8410
No log	2.9024	238	0.6848	0.3885	0.6848	0.8275
No log	2.9268	240	0.6648	0.4769	0.6648	0.8154
No log	2.9512	242	0.6699	0.4871	0.6699	0.8185
No log	2.9756	244	0.6732	0.4577	0.6732	0.8205
No log	3.0	246	0.7177	0.4308	0.7177	0.8471
No log	3.0244	248	0.8302	0.4211	0.8302	0.9112
No log	3.0488	250	0.8338	0.4601	0.8338	0.9131
No log	3.0732	252	0.7641	0.4149	0.7641	0.8741
No log	3.0976	254	0.7281	0.4729	0.7281	0.8533
No log	3.1220	256	0.7446	0.4953	0.7446	0.8629
No log	3.1463	258	0.7598	0.4779	0.7598	0.8716
No log	3.1707	260	0.7252	0.4961	0.7252	0.8516
No log	3.1951	262	0.7042	0.4679	0.7042	0.8392
No log	3.2195	264	0.7098	0.4711	0.7098	0.8425
No log	3.2439	266	0.7106	0.4806	0.7106	0.8429
No log	3.2683	268	0.7051	0.4697	0.7051	0.8397
No log	3.2927	270	0.7127	0.4835	0.7127	0.8442
No log	3.3171	272	0.7258	0.4600	0.7258	0.8519
No log	3.3415	274	0.7527	0.4531	0.7527	0.8676
No log	3.3659	276	0.7651	0.4869	0.7651	0.8747
No log	3.3902	278	0.7811	0.4501	0.7811	0.8838
No log	3.4146	280	0.7897	0.4634	0.7897	0.8887
No log	3.4390	282	0.7850	0.4872	0.7850	0.8860
No log	3.4634	284	0.7508	0.4415	0.7508	0.8665
No log	3.4878	286	0.7556	0.4700	0.7556	0.8692
No log	3.5122	288	0.7540	0.4700	0.7540	0.8683
No log	3.5366	290	0.7445	0.4472	0.7445	0.8629
No log	3.5610	292	0.7404	0.4991	0.7404	0.8605
No log	3.5854	294	0.7853	0.4730	0.7853	0.8862
No log	3.6098	296	0.7886	0.4730	0.7886	0.8880
No log	3.6341	298	0.7517	0.4943	0.7517	0.8670
No log	3.6585	300	0.7130	0.4603	0.7130	0.8444
No log	3.6829	302	0.6757	0.5119	0.6757	0.8220
No log	3.7073	304	0.6718	0.5269	0.6718	0.8197
No log	3.7317	306	0.6668	0.5184	0.6668	0.8166
No log	3.7561	308	0.6688	0.5118	0.6688	0.8178
No log	3.7805	310	0.6762	0.5118	0.6762	0.8223
No log	3.8049	312	0.6920	0.5341	0.6920	0.8319
No log	3.8293	314	0.7136	0.5189	0.7136	0.8447
No log	3.8537	316	0.7441	0.4961	0.7441	0.8626
No log	3.8780	318	0.7592	0.4880	0.7592	0.8713
No log	3.9024	320	0.7466	0.4880	0.7466	0.8641
No log	3.9268	322	0.7553	0.5087	0.7553	0.8691
No log	3.9512	324	0.7497	0.5244	0.7497	0.8658
No log	3.9756	326	0.7367	0.5238	0.7367	0.8583
No log	4.0	328	0.7481	0.5051	0.7481	0.8649
No log	4.0244	330	0.7342	0.5453	0.7342	0.8569
No log	4.0488	332	0.6949	0.5537	0.6949	0.8336
No log	4.0732	334	0.7254	0.4989	0.7254	0.8517
No log	4.0976	336	0.7252	0.4683	0.7252	0.8516
No log	4.1220	338	0.6719	0.4956	0.6719	0.8197
No log	4.1463	340	0.6475	0.5917	0.6475	0.8046
No log	4.1707	342	0.7613	0.4814	0.7613	0.8725
No log	4.1951	344	0.8625	0.3881	0.8625	0.9287
No log	4.2195	346	0.8774	0.3686	0.8774	0.9367
No log	4.2439	348	0.7862	0.4674	0.7862	0.8867
No log	4.2683	350	0.7099	0.5276	0.7099	0.8425
No log	4.2927	352	0.6739	0.5443	0.6739	0.8209
No log	4.3171	354	0.6663	0.5122	0.6663	0.8163
No log	4.3415	356	0.6546	0.4967	0.6546	0.8091
No log	4.3659	358	0.6672	0.5588	0.6672	0.8168
No log	4.3902	360	0.6956	0.4860	0.6956	0.8340
No log	4.4146	362	0.7156	0.4743	0.7156	0.8459
No log	4.4390	364	0.6991	0.4849	0.6991	0.8361
No log	4.4634	366	0.6827	0.4695	0.6827	0.8262
No log	4.4878	368	0.6824	0.4985	0.6824	0.8261
No log	4.5122	370	0.6925	0.5018	0.6925	0.8322
No log	4.5366	372	0.6947	0.5009	0.6947	0.8335
No log	4.5610	374	0.6865	0.4815	0.6865	0.8286
No log	4.5854	376	0.7209	0.4246	0.7209	0.8491
No log	4.6098	378	0.7516	0.4635	0.7516	0.8669
No log	4.6341	380	0.7403	0.4825	0.7403	0.8604
No log	4.6585	382	0.7251	0.4825	0.7251	0.8516
No log	4.6829	384	0.6937	0.4264	0.6937	0.8329
No log	4.7073	386	0.7000	0.4543	0.7000	0.8367
No log	4.7317	388	0.7420	0.5195	0.7420	0.8614
No log	4.7561	390	0.7777	0.5098	0.7777	0.8819
No log	4.7805	392	0.7715	0.5144	0.7715	0.8783
No log	4.8049	394	0.7595	0.4902	0.7595	0.8715
No log	4.8293	396	0.7465	0.4869	0.7465	0.8640
No log	4.8537	398	0.7264	0.4650	0.7264	0.8523
No log	4.8780	400	0.7171	0.4739	0.7171	0.8468
No log	4.9024	402	0.6972	0.4880	0.6972	0.8350
No log	4.9268	404	0.6902	0.4880	0.6902	0.8308
No log	4.9512	406	0.6837	0.4640	0.6837	0.8268
No log	4.9756	408	0.6821	0.5017	0.6821	0.8259
No log	5.0	410	0.6726	0.5009	0.6726	0.8201
No log	5.0244	412	0.6769	0.5006	0.6769	0.8227
No log	5.0488	414	0.6788	0.5074	0.6788	0.8239
No log	5.0732	416	0.6822	0.5074	0.6822	0.8259
No log	5.0976	418	0.6790	0.5074	0.6790	0.8240
No log	5.1220	420	0.7037	0.5247	0.7037	0.8389
No log	5.1463	422	0.7192	0.5247	0.7192	0.8480
No log	5.1707	424	0.7397	0.5247	0.7397	0.8601
No log	5.1951	426	0.7468	0.5087	0.7468	0.8642
No log	5.2195	428	0.7033	0.5271	0.7033	0.8387
No log	5.2439	430	0.6730	0.4956	0.6730	0.8204
No log	5.2683	432	0.6550	0.5064	0.6550	0.8093
No log	5.2927	434	0.6558	0.5220	0.6558	0.8098
No log	5.3171	436	0.6648	0.5380	0.6648	0.8154
No log	5.3415	438	0.6610	0.5208	0.6610	0.8130
No log	5.3659	440	0.6556	0.4923	0.6556	0.8097
No log	5.3902	442	0.6621	0.4681	0.6621	0.8137
No log	5.4146	444	0.6982	0.5084	0.6982	0.8356
No log	5.4390	446	0.7116	0.5074	0.7116	0.8436
No log	5.4634	448	0.7465	0.5155	0.7465	0.8640
No log	5.4878	450	0.7718	0.4921	0.7718	0.8785
No log	5.5122	452	0.7325	0.5020	0.7325	0.8558
No log	5.5366	454	0.6737	0.4726	0.6737	0.8208
No log	5.5610	456	0.6441	0.4959	0.6441	0.8025
No log	5.5854	458	0.6302	0.5080	0.6302	0.7938
No log	5.6098	460	0.6169	0.5370	0.6169	0.7854
No log	5.6341	462	0.6122	0.5152	0.6122	0.7825
No log	5.6585	464	0.6146	0.5193	0.6146	0.7839
No log	5.6829	466	0.6304	0.4929	0.6304	0.7940
No log	5.7073	468	0.6442	0.5	0.6442	0.8026
No log	5.7317	470	0.6411	0.5583	0.6411	0.8007
No log	5.7561	472	0.6494	0.5242	0.6494	0.8059
No log	5.7805	474	0.6625	0.5244	0.6625	0.8139
No log	5.8049	476	0.6972	0.4982	0.6972	0.8350
No log	5.8293	478	0.7278	0.4979	0.7278	0.8531
No log	5.8537	480	0.7151	0.4919	0.7151	0.8457
No log	5.8780	482	0.6919	0.4894	0.6919	0.8318
No log	5.9024	484	0.6679	0.5244	0.6679	0.8172
No log	5.9268	486	0.6603	0.5454	0.6603	0.8126
No log	5.9512	488	0.6813	0.4936	0.6813	0.8254
No log	5.9756	490	0.6877	0.5047	0.6877	0.8293
No log	6.0	492	0.6768	0.5099	0.6768	0.8226
No log	6.0244	494	0.6662	0.5009	0.6662	0.8162
No log	6.0488	496	0.6459	0.4924	0.6459	0.8037
No log	6.0732	498	0.6360	0.5236	0.6360	0.7975
0.485	6.0976	500	0.6331	0.5303	0.6331	0.7957
0.485	6.1220	502	0.6401	0.4894	0.6401	0.8001
0.485	6.1463	504	0.6385	0.4840	0.6385	0.7991
0.485	6.1707	506	0.6367	0.5185	0.6367	0.7979
0.485	6.1951	508	0.6322	0.5326	0.6322	0.7951
0.485	6.2195	510	0.6233	0.4993	0.6233	0.7895
0.485	6.2439	512	0.6157	0.5239	0.6157	0.7847
0.485	6.2683	514	0.6214	0.5143	0.6214	0.7883
0.485	6.2927	516	0.6132	0.5	0.6132	0.7831
0.485	6.3171	518	0.5883	0.4968	0.5883	0.7670
0.485	6.3415	520	0.5640	0.4936	0.5640	0.7510
0.485	6.3659	522	0.5582	0.5321	0.5582	0.7471
0.485	6.3902	524	0.5744	0.5476	0.5744	0.7579
0.485	6.4146	526	0.5872	0.5441	0.5872	0.7663
0.485	6.4390	528	0.5899	0.5769	0.5899	0.7681
0.485	6.4634	530	0.5892	0.5939	0.5892	0.7676
0.485	6.4878	532	0.5900	0.5189	0.5900	0.7681
0.485	6.5122	534	0.6035	0.5080	0.6035	0.7768
0.485	6.5366	536	0.6119	0.5080	0.6119	0.7823
0.485	6.5610	538	0.6192	0.5338	0.6192	0.7869
0.485	6.5854	540	0.6278	0.5166	0.6278	0.7924
0.485	6.6098	542	0.6327	0.5166	0.6327	0.7954
0.485	6.6341	544	0.6328	0.5166	0.6328	0.7955
0.485	6.6585	546	0.6273	0.5324	0.6273	0.7920
0.485	6.6829	548	0.6265	0.5077	0.6265	0.7915
0.485	6.7073	550	0.6239	0.5205	0.6239	0.7899
0.485	6.7317	552	0.6255	0.5467	0.6255	0.7909
0.485	6.7561	554	0.6297	0.5420	0.6297	0.7935
0.485	6.7805	556	0.6293	0.5531	0.6293	0.7933
0.485	6.8049	558	0.6221	0.5435	0.6221	0.7888
0.485	6.8293	560	0.6085	0.5583	0.6085	0.7801
0.485	6.8537	562	0.6050	0.5718	0.6050	0.7778
0.485	6.8780	564	0.6037	0.5850	0.6037	0.7770
0.485	6.9024	566	0.6019	0.5583	0.6019	0.7758
0.485	6.9268	568	0.6017	0.5465	0.6017	0.7757
0.485	6.9512	570	0.6022	0.5208	0.6022	0.7760
0.485	6.9756	572	0.6084	0.5151	0.6084	0.7800
0.485	7.0	574	0.6135	0.5099	0.6135	0.7833
0.485	7.0244	576	0.6094	0.5232	0.6094	0.7806
0.485	7.0488	578	0.6055	0.5552	0.6055	0.7781
0.485	7.0732	580	0.6165	0.5716	0.6165	0.7852
0.485	7.0976	582	0.6381	0.5547	0.6381	0.7988
0.485	7.1220	584	0.6550	0.5561	0.6550	0.8093
0.485	7.1463	586	0.6582	0.5561	0.6582	0.8113
0.485	7.1707	588	0.6352	0.5386	0.6352	0.7970
0.485	7.1951	590	0.6160	0.5697	0.6160	0.7848
0.485	7.2195	592	0.6135	0.5762	0.6135	0.7832
0.485	7.2439	594	0.6201	0.5632	0.6201	0.7874
0.485	7.2683	596	0.6419	0.5449	0.6419	0.8012
0.485	7.2927	598	0.6515	0.5494	0.6515	0.8072
0.485	7.3171	600	0.6529	0.5323	0.6529	0.8080
0.485	7.3415	602	0.6519	0.5598	0.6519	0.8074
0.485	7.3659	604	0.6484	0.5598	0.6484	0.8052
0.485	7.3902	606	0.6480	0.5582	0.6480	0.8050
0.485	7.4146	608	0.6431	0.5582	0.6431	0.8020
0.485	7.4390	610	0.6360	0.5582	0.6360	0.7975
0.485	7.4634	612	0.6330	0.5675	0.6330	0.7956
0.485	7.4878	614	0.6373	0.5770	0.6373	0.7983
0.485	7.5122	616	0.6384	0.5751	0.6384	0.7990
0.485	7.5366	618	0.6283	0.5770	0.6283	0.7927
0.485	7.5610	620	0.6112	0.5906	0.6112	0.7818
0.485	7.5854	622	0.6060	0.5600	0.6060	0.7785
0.485	7.6098	624	0.6099	0.5695	0.6099	0.7810
0.485	7.6341	626	0.6291	0.5770	0.6291	0.7932
0.485	7.6585	628	0.6550	0.5577	0.6550	0.8093
0.485	7.6829	630	0.6682	0.5577	0.6682	0.8174
0.485	7.7073	632	0.6624	0.5577	0.6624	0.8139
0.485	7.7317	634	0.6437	0.5718	0.6437	0.8023
0.485	7.7561	636	0.6314	0.5582	0.6314	0.7946
0.485	7.7805	638	0.6266	0.5582	0.6266	0.7916
0.485	7.8049	640	0.6300	0.5895	0.6300	0.7937
0.485	7.8293	642	0.6425	0.5687	0.6425	0.8015
0.485	7.8537	644	0.6638	0.5288	0.6638	0.8148
0.485	7.8780	646	0.6785	0.5344	0.6785	0.8237
0.485	7.9024	648	0.6728	0.5283	0.6728	0.8203
0.485	7.9268	650	0.6592	0.5288	0.6592	0.8119
0.485	7.9512	652	0.6448	0.5687	0.6448	0.8030
0.485	7.9756	654	0.6399	0.5549	0.6399	0.7999
0.485	8.0	656	0.6455	0.5056	0.6455	0.8034
0.485	8.0244	658	0.6452	0.5229	0.6452	0.8032
0.485	8.0488	660	0.6425	0.5397	0.6425	0.8015
0.485	8.0732	662	0.6430	0.5144	0.6430	0.8019
0.485	8.0976	664	0.6483	0.5374	0.6483	0.8052
0.485	8.1220	666	0.6641	0.5305	0.6641	0.8149
0.485	8.1463	668	0.6693	0.5288	0.6693	0.8181
0.485	8.1707	670	0.6648	0.5288	0.6648	0.8154
0.485	8.1951	672	0.6704	0.5283	0.6704	0.8188
0.485	8.2195	674	0.6705	0.5283	0.6705	0.8188
0.485	8.2439	676	0.6614	0.5283	0.6614	0.8133
0.485	8.2683	678	0.6583	0.5283	0.6583	0.8113
0.485	8.2927	680	0.6514	0.5305	0.6514	0.8071
0.485	8.3171	682	0.6549	0.5305	0.6549	0.8093
0.485	8.3415	684	0.6562	0.5471	0.6562	0.8101
0.485	8.3659	686	0.6572	0.5274	0.6572	0.8107
0.485	8.3902	688	0.6607	0.5186	0.6607	0.8128
0.485	8.4146	690	0.6596	0.5532	0.6596	0.8122
0.485	8.4390	692	0.6636	0.5305	0.6636	0.8146
0.485	8.4634	694	0.6612	0.5305	0.6612	0.8132
0.485	8.4878	696	0.6516	0.5532	0.6516	0.8072
0.485	8.5122	698	0.6432	0.5286	0.6432	0.8020
0.485	8.5366	700	0.6425	0.5286	0.6425	0.8015
0.485	8.5610	702	0.6415	0.5286	0.6415	0.8009
0.485	8.5854	704	0.6466	0.5286	0.6466	0.8041
0.485	8.6098	706	0.6545	0.5274	0.6545	0.8090
0.485	8.6341	708	0.6565	0.5532	0.6565	0.8102
0.485	8.6585	710	0.6540	0.5274	0.6540	0.8087
0.485	8.6829	712	0.6564	0.5334	0.6564	0.8102
0.485	8.7073	714	0.6562	0.5274	0.6562	0.8101
0.485	8.7317	716	0.6524	0.5274	0.6524	0.8077
0.485	8.7561	718	0.6469	0.5286	0.6469	0.8043
0.485	8.7805	720	0.6469	0.5286	0.6469	0.8043
0.485	8.8049	722	0.6468	0.5334	0.6468	0.8042
0.485	8.8293	724	0.6463	0.5395	0.6463	0.8039
0.485	8.8537	726	0.6488	0.5392	0.6488	0.8055
0.485	8.8780	728	0.6509	0.5593	0.6509	0.8068
0.485	8.9024	730	0.6492	0.5593	0.6492	0.8057
0.485	8.9268	732	0.6475	0.5593	0.6475	0.8047
0.485	8.9512	734	0.6454	0.5593	0.6454	0.8034
0.485	8.9756	736	0.6444	0.5395	0.6444	0.8027
0.485	9.0	738	0.6473	0.5408	0.6473	0.8045
0.485	9.0244	740	0.6519	0.5411	0.6519	0.8074
0.485	9.0488	742	0.6524	0.5411	0.6524	0.8077
0.485	9.0732	744	0.6517	0.5411	0.6517	0.8073
0.485	9.0976	746	0.6520	0.5411	0.6520	0.8075
0.485	9.1220	748	0.6554	0.5593	0.6554	0.8096
0.485	9.1463	750	0.6583	0.5593	0.6583	0.8113
0.485	9.1707	752	0.6637	0.5305	0.6637	0.8147
0.485	9.1951	754	0.6638	0.5300	0.6638	0.8147
0.485	9.2195	756	0.6582	0.5305	0.6582	0.8113
0.485	9.2439	758	0.6561	0.5305	0.6561	0.8100
0.485	9.2683	760	0.6574	0.5305	0.6574	0.8108
0.485	9.2927	762	0.6612	0.5305	0.6612	0.8131
0.485	9.3171	764	0.6687	0.5223	0.6687	0.8178
0.485	9.3415	766	0.6746	0.5211	0.6746	0.8213
0.485	9.3659	768	0.6797	0.5331	0.6797	0.8244
0.485	9.3902	770	0.6809	0.5331	0.6809	0.8252
0.485	9.4146	772	0.6762	0.5217	0.6762	0.8223
0.485	9.4390	774	0.6695	0.5292	0.6695	0.8183
0.485	9.4634	776	0.6657	0.5305	0.6657	0.8159
0.485	9.4878	778	0.6670	0.5305	0.6670	0.8167
0.485	9.5122	780	0.6668	0.5305	0.6668	0.8166
0.485	9.5366	782	0.6644	0.5305	0.6644	0.8151
0.485	9.5610	784	0.6632	0.5305	0.6632	0.8144
0.485	9.5854	786	0.6620	0.5109	0.6620	0.8136
0.485	9.6098	788	0.6616	0.5109	0.6616	0.8134
0.485	9.6341	790	0.6619	0.5109	0.6619	0.8136
0.485	9.6585	792	0.6617	0.5109	0.6617	0.8135
0.485	9.6829	794	0.6621	0.5109	0.6621	0.8137
0.485	9.7073	796	0.6625	0.5109	0.6625	0.8139
0.485	9.7317	798	0.6636	0.5109	0.6636	0.8146
0.485	9.7561	800	0.6652	0.5109	0.6652	0.8156
0.485	9.7805	802	0.6669	0.5305	0.6669	0.8166
0.485	9.8049	804	0.6676	0.5305	0.6676	0.8171
0.485	9.8293	806	0.6672	0.5305	0.6672	0.8168
0.485	9.8537	808	0.6666	0.5305	0.6666	0.8164
0.485	9.8780	810	0.6663	0.5305	0.6663	0.8163
0.485	9.9024	812	0.6662	0.5305	0.6662	0.8162
0.485	9.9268	814	0.6656	0.5305	0.6656	0.8158
0.485	9.9512	816	0.6652	0.5109	0.6652	0.8156
0.485	9.9756	818	0.6649	0.5109	0.6649	0.8154
0.485	10.0	820	0.6649	0.5109	0.6649	0.8154

Framework versions

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