ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k18_task3_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: 0.4553
• Qwk: 0.4350
• Mse: 0.4553
• Rmse: 0.6748

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	0.0190	2	3.8281	0.0	3.8281	1.9566
No log	0.0381	4	2.3434	-0.0267	2.3434	1.5308
No log	0.0571	6	1.5957	0.0168	1.5957	1.2632
No log	0.0762	8	1.1577	0.0632	1.1577	1.0760
No log	0.0952	10	0.7491	0.2258	0.7491	0.8655
No log	0.1143	12	0.6189	0.0145	0.6189	0.7867
No log	0.1333	14	0.8275	0.1276	0.8275	0.9097
No log	0.1524	16	1.2134	0.0	1.2134	1.1016
No log	0.1714	18	1.3464	0.0	1.3464	1.1603
No log	0.1905	20	1.1035	0.0	1.1035	1.0505
No log	0.2095	22	0.8811	0.0118	0.8811	0.9387
No log	0.2286	24	0.7626	-0.0417	0.7626	0.8733
No log	0.2476	26	0.6699	-0.0303	0.6699	0.8185
No log	0.2667	28	0.6589	-0.0303	0.6589	0.8117
No log	0.2857	30	0.6730	-0.0496	0.6730	0.8204
No log	0.3048	32	0.7087	0.0476	0.7087	0.8418
No log	0.3238	34	0.8460	0.1934	0.8460	0.9198
No log	0.3429	36	0.8776	0.1486	0.8776	0.9368
No log	0.3619	38	0.8061	0.2479	0.8061	0.8978
No log	0.3810	40	0.8809	0.1486	0.8809	0.9386
No log	0.4	42	1.0491	-0.0233	1.0491	1.0243
No log	0.4190	44	1.3662	0.0	1.3662	1.1688
No log	0.4381	46	1.3642	0.0388	1.3642	1.1680
No log	0.4571	48	1.2128	0.0476	1.2128	1.1013
No log	0.4762	50	0.7808	0.1179	0.7808	0.8836
No log	0.4952	52	0.6953	0.0476	0.6953	0.8339
No log	0.5143	54	0.7138	0.1667	0.7138	0.8449
No log	0.5333	56	0.7238	0.1919	0.7238	0.8508
No log	0.5524	58	0.6226	0.1698	0.6226	0.7891
No log	0.5714	60	0.6553	0.1638	0.6553	0.8095
No log	0.5905	62	0.9524	0.1795	0.9524	0.9759
No log	0.6095	64	0.7275	0.2157	0.7275	0.8529
No log	0.6286	66	0.6364	0.0952	0.6364	0.7977
No log	0.6476	68	0.5904	-0.0435	0.5904	0.7684
No log	0.6667	70	0.6246	-0.0435	0.6246	0.7903
No log	0.6857	72	0.6496	0.0556	0.6496	0.8059
No log	0.7048	74	0.9543	0.1464	0.9543	0.9769
No log	0.7238	76	1.1764	0.0996	1.1764	1.0846
No log	0.7429	78	0.8208	0.1481	0.8208	0.9060
No log	0.7619	80	0.6180	0.1111	0.6180	0.7861
No log	0.7810	82	0.6078	0.2000	0.6078	0.7796
No log	0.8	84	0.7255	0.2157	0.7255	0.8517
No log	0.8190	86	0.9326	0.1220	0.9326	0.9657
No log	0.8381	88	0.7476	0.1619	0.7476	0.8646
No log	0.8571	90	0.6549	0.1345	0.6549	0.8093
No log	0.8762	92	0.6186	0.1605	0.6186	0.7865
No log	0.8952	94	0.6023	0.2644	0.6023	0.7761
No log	0.9143	96	0.8010	0.2356	0.8010	0.8950
No log	0.9333	98	1.0105	0.1751	1.0105	1.0053
No log	0.9524	100	0.8228	0.2432	0.8228	0.9071
No log	0.9714	102	0.6519	0.3131	0.6519	0.8074
No log	0.9905	104	0.5692	0.1053	0.5692	0.7544
No log	1.0095	106	0.6395	0.1304	0.6395	0.7997
No log	1.0286	108	1.0642	0.2117	1.0642	1.0316
No log	1.0476	110	1.1621	0.1890	1.1621	1.0780
No log	1.0667	112	1.0059	0.2058	1.0059	1.0029
No log	1.0857	114	0.6492	0.0933	0.6492	0.8058
No log	1.1048	116	0.6349	0.0222	0.6349	0.7968
No log	1.1238	118	0.6359	0.0400	0.6359	0.7974
No log	1.1429	120	0.7025	0.2350	0.7025	0.8382
No log	1.1619	122	0.8322	0.2857	0.8322	0.9123
No log	1.1810	124	0.7350	0.2157	0.7350	0.8573
No log	1.2	126	0.8382	0.2423	0.8382	0.9155
No log	1.2190	128	0.6696	0.2637	0.6696	0.8183
No log	1.2381	130	0.5349	0.3054	0.5349	0.7314
No log	1.2571	132	0.6206	0.3043	0.6206	0.7878
No log	1.2762	134	0.5474	0.2821	0.5474	0.7398
No log	1.2952	136	0.7839	0.2000	0.7839	0.8854
No log	1.3143	138	0.7058	0.2153	0.7058	0.8401
No log	1.3333	140	0.5631	0.3810	0.5631	0.7504
No log	1.3524	142	0.6260	0.2707	0.6260	0.7912
No log	1.3714	144	1.2577	0.0986	1.2577	1.1215
No log	1.3905	146	1.5188	0.0968	1.5188	1.2324
No log	1.4095	148	1.0306	0.1795	1.0306	1.0152
No log	1.4286	150	0.5559	0.3684	0.5559	0.7456
No log	1.4476	152	0.7495	0.2692	0.7495	0.8657
No log	1.4667	154	0.7246	0.1845	0.7246	0.8512
No log	1.4857	156	0.5528	0.3073	0.5528	0.7435
No log	1.5048	158	0.7690	0.3028	0.7690	0.8769
No log	1.5238	160	0.5814	0.4341	0.5814	0.7625
No log	1.5429	162	0.5375	0.3103	0.5375	0.7331
No log	1.5619	164	0.6347	0.2897	0.6347	0.7967
No log	1.5810	166	0.4920	0.4105	0.4920	0.7014
No log	1.6	168	0.7949	0.2920	0.7949	0.8916
No log	1.6190	170	0.7670	0.2920	0.7670	0.8758
No log	1.6381	172	0.5205	0.4171	0.5205	0.7215
No log	1.6571	174	0.5625	0.3778	0.5625	0.7500
No log	1.6762	176	0.6287	0.3407	0.6287	0.7929
No log	1.6952	178	0.5775	0.3297	0.5775	0.7599
No log	1.7143	180	0.5986	0.3258	0.5986	0.7737
No log	1.7333	182	0.6922	0.2281	0.6922	0.8320
No log	1.7524	184	0.7015	0.1304	0.7015	0.8376
No log	1.7714	186	0.5956	0.3000	0.5956	0.7718
No log	1.7905	188	0.5511	0.2970	0.5511	0.7424
No log	1.8095	190	0.5340	0.3563	0.5340	0.7308
No log	1.8286	192	0.5905	0.2575	0.5905	0.7684
No log	1.8476	194	0.7779	0.3394	0.7779	0.8820
No log	1.8667	196	0.7232	0.3274	0.7232	0.8504
No log	1.8857	198	0.4797	0.4225	0.4797	0.6926
No log	1.9048	200	0.7941	0.3362	0.7941	0.8911
No log	1.9238	202	0.8836	0.2554	0.8836	0.9400
No log	1.9429	204	0.6365	0.3488	0.6365	0.7978
No log	1.9619	206	0.4504	0.4483	0.4504	0.6711
No log	1.9810	208	0.6565	0.2579	0.6565	0.8103
No log	2.0	210	0.8659	0.2314	0.8659	0.9305
No log	2.0190	212	0.7638	0.2922	0.7638	0.8740
No log	2.0381	214	0.5145	0.4105	0.5145	0.7173
No log	2.0571	216	0.5069	0.3862	0.5069	0.7120
No log	2.0762	218	0.4985	0.4819	0.4985	0.7061
No log	2.0952	220	0.5157	0.3708	0.5157	0.7181
No log	2.1143	222	0.4886	0.4536	0.4886	0.6990
No log	2.1333	224	0.5126	0.4860	0.5126	0.7160
No log	2.1524	226	0.5940	0.3684	0.5940	0.7707
No log	2.1714	228	0.6261	0.3548	0.6261	0.7913
No log	2.1905	230	0.5442	0.4348	0.5442	0.7377
No log	2.2095	232	0.5777	0.2842	0.5777	0.7601
No log	2.2286	234	0.5191	0.4091	0.5191	0.7205
No log	2.2476	236	0.5158	0.3455	0.5158	0.7182
No log	2.2667	238	0.5666	0.2914	0.5666	0.7527
No log	2.2857	240	0.5434	0.3455	0.5434	0.7371
No log	2.3048	242	0.4937	0.3455	0.4937	0.7026
No log	2.3238	244	0.5222	0.3455	0.5222	0.7226
No log	2.3429	246	0.5273	0.3455	0.5273	0.7262
No log	2.3619	248	0.5790	0.3043	0.5790	0.7609
No log	2.3810	250	0.5926	0.2990	0.5926	0.7698
No log	2.4	252	0.6647	0.2838	0.6647	0.8153
No log	2.4190	254	0.8119	0.2593	0.8119	0.9010
No log	2.4381	256	0.6093	0.2475	0.6093	0.7806
No log	2.4571	258	0.5231	0.4286	0.5231	0.7233
No log	2.4762	260	0.5205	0.4627	0.5205	0.7215
No log	2.4952	262	0.6812	0.3607	0.6812	0.8253
No log	2.5143	264	0.7034	0.3704	0.7034	0.8387
No log	2.5333	266	0.6481	0.3607	0.6481	0.8050
No log	2.5524	268	0.5910	0.3803	0.5910	0.7688
No log	2.5714	270	0.8096	0.2510	0.8096	0.8998
No log	2.5905	272	0.8087	0.2510	0.8087	0.8993
No log	2.6095	274	0.5665	0.4404	0.5665	0.7527
No log	2.6286	276	0.5191	0.3478	0.5191	0.7205
No log	2.6476	278	0.5432	0.4346	0.5432	0.7370
No log	2.6667	280	0.8009	0.2941	0.8009	0.8950
No log	2.6857	282	0.8216	0.2941	0.8216	0.9064
No log	2.7048	284	0.5679	0.4171	0.5679	0.7536
No log	2.7238	286	0.5343	0.3708	0.5343	0.7309
No log	2.7429	288	0.5282	0.3023	0.5282	0.7268
No log	2.7619	290	0.6420	0.3878	0.6420	0.8013
No log	2.7810	292	0.7027	0.3333	0.7027	0.8383
No log	2.8	294	0.5668	0.2542	0.5668	0.7529
No log	2.8190	296	0.5459	0.3418	0.5459	0.7389
No log	2.8381	298	0.5432	0.3032	0.5432	0.7370
No log	2.8571	300	0.5256	0.2683	0.5256	0.7250
No log	2.8762	302	0.5757	0.2914	0.5757	0.7588
No log	2.8952	304	0.6020	0.3609	0.6020	0.7759
No log	2.9143	306	0.5342	0.1392	0.5342	0.7309
No log	2.9333	308	0.5404	0.1411	0.5404	0.7351
No log	2.9524	310	0.6053	0.3609	0.6053	0.7780
No log	2.9714	312	0.7023	0.3469	0.7023	0.8380
No log	2.9905	314	0.5896	0.3054	0.5896	0.7679
No log	3.0095	316	0.5680	0.3054	0.5680	0.7536
No log	3.0286	318	0.6106	0.3520	0.6106	0.7814
No log	3.0476	320	0.5423	0.2558	0.5423	0.7364
No log	3.0667	322	0.6281	0.3478	0.6281	0.7926
No log	3.0857	324	0.6585	0.3725	0.6585	0.8115
No log	3.1048	326	0.5709	0.2832	0.5709	0.7556
No log	3.1238	328	0.5233	0.3103	0.5233	0.7234
No log	3.1429	330	0.5206	0.3333	0.5206	0.7215
No log	3.1619	332	0.5003	0.2795	0.5003	0.7073
No log	3.1810	334	0.4949	0.3711	0.4949	0.7035
No log	3.2	336	0.5430	0.2000	0.5430	0.7369
No log	3.2190	338	0.6169	0.3508	0.6169	0.7854
No log	3.2381	340	0.6129	0.2990	0.6129	0.7829
No log	3.2571	342	0.5658	0.2421	0.5658	0.7522
No log	3.2762	344	0.5681	0.2513	0.5681	0.7537
No log	3.2952	346	0.5692	0.2727	0.5692	0.7544
No log	3.3143	348	0.5812	0.3367	0.5812	0.7623
No log	3.3333	350	0.5575	0.3267	0.5575	0.7467
No log	3.3524	352	0.6351	0.3237	0.6351	0.7969
No log	3.3714	354	0.8166	0.2881	0.8166	0.9037
No log	3.3905	356	0.9691	0.1943	0.9691	0.9844
No log	3.4095	358	0.7864	0.2531	0.7864	0.8868
No log	3.4286	360	0.7317	0.3247	0.7317	0.8554
No log	3.4476	362	0.5478	0.3299	0.5478	0.7401
No log	3.4667	364	0.5215	0.3297	0.5215	0.7221
No log	3.4857	366	0.6151	0.2917	0.6151	0.7843
No log	3.5048	368	0.7361	0.2941	0.7361	0.8580
No log	3.5238	370	0.9555	0.1714	0.9555	0.9775
No log	3.5429	372	0.7881	0.3333	0.7881	0.8877
No log	3.5619	374	0.5797	0.3407	0.5797	0.7614
No log	3.5810	376	0.5739	0.3407	0.5739	0.7575
No log	3.6	378	0.5713	0.3407	0.5713	0.7558
No log	3.6190	380	0.6168	0.2707	0.6168	0.7854
No log	3.6381	382	0.6602	0.2251	0.6602	0.8125
No log	3.6571	384	0.5977	0.2842	0.5977	0.7731
No log	3.6762	386	0.5568	0.2513	0.5568	0.7462
No log	3.6952	388	0.5898	0.3778	0.5898	0.7680
No log	3.7143	390	0.7139	0.3010	0.7139	0.8449
No log	3.7333	392	0.6403	0.3016	0.6403	0.8002
No log	3.7524	394	0.5439	0.3258	0.5439	0.7375
No log	3.7714	396	0.5297	0.3149	0.5297	0.7278
No log	3.7905	398	0.5304	0.3661	0.5304	0.7283
No log	3.8095	400	0.5823	0.3073	0.5823	0.7631
No log	3.8286	402	0.6375	0.3508	0.6375	0.7984
No log	3.8476	404	0.5770	0.3446	0.5770	0.7596
No log	3.8667	406	0.5733	0.3446	0.5733	0.7572
No log	3.8857	408	0.5955	0.3862	0.5955	0.7717
No log	3.9048	410	0.5554	0.3684	0.5554	0.7453
No log	3.9238	412	0.6449	0.2941	0.6449	0.8030
No log	3.9429	414	0.6410	0.2871	0.6410	0.8006
No log	3.9619	416	0.5349	0.3191	0.5349	0.7314
No log	3.9810	418	0.5319	0.4595	0.5319	0.7293
No log	4.0	420	0.5243	0.2370	0.5243	0.7241
No log	4.0190	422	0.5964	0.2917	0.5964	0.7723
No log	4.0381	424	0.8668	0.2627	0.8668	0.9310
No log	4.0571	426	0.9019	0.2302	0.9019	0.9497
No log	4.0762	428	0.6307	0.3267	0.6307	0.7942
No log	4.0952	430	0.5030	0.2832	0.5030	0.7093
No log	4.1143	432	0.4925	0.2832	0.4925	0.7018
No log	4.1333	434	0.4822	0.2857	0.4822	0.6944
No log	4.1524	436	0.4956	0.3333	0.4956	0.7040
No log	4.1714	438	0.5925	0.4043	0.5925	0.7697
No log	4.1905	440	0.5458	0.3978	0.5458	0.7388
No log	4.2095	442	0.4703	0.3924	0.4703	0.6858
No log	4.2286	444	0.4674	0.2558	0.4674	0.6837
No log	4.2476	446	0.4936	0.3149	0.4936	0.7026
No log	4.2667	448	0.4498	0.2749	0.4498	0.6707
No log	4.2857	450	0.5239	0.4227	0.5239	0.7238
No log	4.3048	452	0.6352	0.3846	0.6352	0.7970
No log	4.3238	454	0.5940	0.3990	0.5940	0.7707
No log	4.3429	456	0.4767	0.4157	0.4767	0.6905
No log	4.3619	458	0.4653	0.4152	0.4653	0.6821
No log	4.3810	460	0.4641	0.3533	0.4641	0.6812
No log	4.4	462	0.4687	0.3533	0.4687	0.6846
No log	4.4190	464	0.4821	0.3846	0.4821	0.6943
No log	4.4381	466	0.4896	0.3966	0.4896	0.6997
No log	4.4571	468	0.5348	0.2967	0.5348	0.7313
No log	4.4762	470	0.5517	0.2941	0.5517	0.7428
No log	4.4952	472	0.5251	0.2967	0.5251	0.7246
No log	4.5143	474	0.4807	0.3333	0.4807	0.6933
No log	4.5333	476	0.4913	0.2771	0.4913	0.7010
No log	4.5524	478	0.4986	0.2771	0.4986	0.7061
No log	4.5714	480	0.4925	0.3023	0.4925	0.7018
No log	4.5905	482	0.6294	0.3508	0.6294	0.7934
No log	4.6095	484	0.7948	0.2922	0.7948	0.8915
No log	4.6286	486	0.7583	0.3305	0.7583	0.8708
No log	4.6476	488	0.5788	0.3299	0.5788	0.7608
No log	4.6667	490	0.4797	0.3636	0.4797	0.6926
No log	4.6857	492	0.5416	0.3913	0.5416	0.7359
No log	4.7048	494	0.5060	0.4595	0.5060	0.7113
No log	4.7238	496	0.5045	0.4725	0.5045	0.7103
No log	4.7429	498	0.6511	0.2727	0.6511	0.8069
0.4299	4.7619	500	0.6715	0.2793	0.6715	0.8195
0.4299	4.7810	502	0.5314	0.4518	0.5314	0.7290
0.4299	4.8	504	0.5033	0.4709	0.5033	0.7094
0.4299	4.8190	506	0.4980	0.4709	0.4980	0.7057
0.4299	4.8381	508	0.4988	0.4350	0.4988	0.7063
0.4299	4.8571	510	0.4642	0.3810	0.4642	0.6813
0.4299	4.8762	512	0.4832	0.4682	0.4832	0.6951
0.4299	4.8952	514	0.6889	0.2692	0.6889	0.8300
0.4299	4.9143	516	0.7306	0.3488	0.7306	0.8548
0.4299	4.9333	518	0.5973	0.3089	0.5973	0.7728
0.4299	4.9524	520	0.4691	0.3455	0.4691	0.6849
0.4299	4.9714	522	0.4480	0.3374	0.4480	0.6693
0.4299	4.9905	524	0.5797	0.3089	0.5797	0.7614
0.4299	5.0095	526	0.6322	0.3231	0.6322	0.7951
0.4299	5.0286	528	0.5433	0.3297	0.5433	0.7371
0.4299	5.0476	530	0.4518	0.2771	0.4518	0.6722
0.4299	5.0667	532	0.4602	0.2533	0.4602	0.6784
0.4299	5.0857	534	0.4573	0.2418	0.4573	0.6762
0.4299	5.1048	536	0.4571	0.3333	0.4571	0.6761
0.4299	5.1238	538	0.4570	0.3455	0.4570	0.6760
0.4299	5.1429	540	0.4699	0.3488	0.4699	0.6855
0.4299	5.1619	542	0.5428	0.4231	0.5428	0.7368
0.4299	5.1810	544	0.6286	0.3422	0.6286	0.7928
0.4299	5.2	546	0.6218	0.3422	0.6218	0.7886
0.4299	5.2190	548	0.4797	0.375	0.4797	0.6926
0.4299	5.2381	550	0.4448	0.3455	0.4448	0.6669
0.4299	5.2571	552	0.4817	0.3591	0.4817	0.6940
0.4299	5.2762	554	0.4925	0.3263	0.4925	0.7018
0.4299	5.2952	556	0.4570	0.3374	0.4570	0.6760
0.4299	5.3143	558	0.4409	0.3197	0.4409	0.6640
0.4299	5.3333	560	0.4455	0.3333	0.4455	0.6675
0.4299	5.3524	562	0.4532	0.3333	0.4532	0.6732
0.4299	5.3714	564	0.4431	0.2806	0.4431	0.6656
0.4299	5.3905	566	0.4443	0.2727	0.4443	0.6665
0.4299	5.4095	568	0.4524	0.3000	0.4524	0.6726
0.4299	5.4286	570	0.4465	0.3455	0.4465	0.6682
0.4299	5.4476	572	0.4706	0.4023	0.4706	0.6860
0.4299	5.4667	574	0.6407	0.3365	0.6407	0.8004
0.4299	5.4857	576	0.7148	0.3303	0.7148	0.8454
0.4299	5.5048	578	0.6478	0.3422	0.6478	0.8049
0.4299	5.5238	580	0.5726	0.3939	0.5726	0.7567
0.4299	5.5429	582	0.5012	0.4162	0.5012	0.7079
0.4299	5.5619	584	0.4843	0.3778	0.4843	0.6959
0.4299	5.5810	586	0.5129	0.3757	0.5129	0.7162
0.4299	5.6	588	0.5608	0.3730	0.5608	0.7489
0.4299	5.6190	590	0.5602	0.3966	0.5602	0.7485
0.4299	5.6381	592	0.5694	0.3862	0.5694	0.7546
0.4299	5.6571	594	0.4944	0.3757	0.4944	0.7031
0.4299	5.6762	596	0.4404	0.3735	0.4404	0.6636
0.4299	5.6952	598	0.4357	0.3735	0.4357	0.6601
0.4299	5.7143	600	0.4672	0.3258	0.4672	0.6835
0.4299	5.7333	602	0.5051	0.3478	0.5051	0.7107
0.4299	5.7524	604	0.4911	0.3103	0.4911	0.7008
0.4299	5.7714	606	0.4525	0.3455	0.4525	0.6727
0.4299	5.7905	608	0.4132	0.4023	0.4132	0.6428
0.4299	5.8095	610	0.4235	0.3636	0.4235	0.6508
0.4299	5.8286	612	0.4186	0.3636	0.4186	0.6470
0.4299	5.8476	614	0.4092	0.4699	0.4092	0.6397
0.4299	5.8667	616	0.4121	0.4847	0.4121	0.6420
0.4299	5.8857	618	0.4222	0.3333	0.4222	0.6498
0.4299	5.9048	620	0.4250	0.3333	0.4250	0.6519
0.4299	5.9238	622	0.4414	0.3333	0.4414	0.6643
0.4299	5.9429	624	0.4136	0.4214	0.4136	0.6431
0.4299	5.9619	626	0.4178	0.3333	0.4178	0.6464
0.4299	5.9810	628	0.4823	0.4033	0.4823	0.6945
0.4299	6.0	630	0.4863	0.4033	0.4863	0.6973
0.4299	6.0190	632	0.4323	0.3684	0.4323	0.6575
0.4299	6.0381	634	0.4248	0.3684	0.4248	0.6517
0.4299	6.0571	636	0.5456	0.4346	0.5456	0.7387
0.4299	6.0762	638	0.6052	0.4444	0.6052	0.7779
0.4299	6.0952	640	0.5393	0.4346	0.5393	0.7344
0.4299	6.1143	642	0.4547	0.4222	0.4547	0.6743
0.4299	6.1333	644	0.4268	0.3371	0.4268	0.6533
0.4299	6.1524	646	0.4412	0.4091	0.4412	0.6642
0.4299	6.1714	648	0.4459	0.3846	0.4459	0.6678
0.4299	6.1905	650	0.4338	0.3882	0.4338	0.6587
0.4299	6.2095	652	0.4651	0.3295	0.4651	0.6820
0.4299	6.2286	654	0.5020	0.3684	0.5020	0.7085
0.4299	6.2476	656	0.4837	0.2941	0.4837	0.6955
0.4299	6.2667	658	0.4503	0.3520	0.4503	0.6710
0.4299	6.2857	660	0.4461	0.3488	0.4461	0.6679
0.4299	6.3048	662	0.4435	0.3882	0.4435	0.6660
0.4299	6.3238	664	0.4433	0.3882	0.4433	0.6658
0.4299	6.3429	666	0.4467	0.2405	0.4467	0.6684
0.4299	6.3619	668	0.4785	0.3171	0.4785	0.6917
0.4299	6.3810	670	0.4826	0.3292	0.4826	0.6947
0.4299	6.4	672	0.4491	0.3032	0.4491	0.6701
0.4299	6.4190	674	0.4391	0.2298	0.4391	0.6627
0.4299	6.4381	676	0.4403	0.3086	0.4403	0.6635
0.4299	6.4571	678	0.4425	0.3455	0.4425	0.6652
0.4299	6.4762	680	0.4417	0.3533	0.4417	0.6646
0.4299	6.4952	682	0.4707	0.2485	0.4707	0.6861
0.4299	6.5143	684	0.5666	0.3478	0.5666	0.7528
0.4299	6.5333	686	0.5976	0.4171	0.5976	0.7730
0.4299	6.5524	688	0.5231	0.3297	0.5231	0.7233
0.4299	6.5714	690	0.4589	0.3000	0.4589	0.6774
0.4299	6.5905	692	0.4499	0.3757	0.4499	0.6707
0.4299	6.6095	694	0.4609	0.3563	0.4609	0.6789
0.4299	6.6286	696	0.4491	0.3882	0.4491	0.6702
0.4299	6.6476	698	0.4446	0.3374	0.4446	0.6668
0.4299	6.6667	700	0.5158	0.3369	0.5158	0.7182
0.4299	6.6857	702	0.5991	0.4510	0.5991	0.7740
0.4299	6.7048	704	0.5935	0.4171	0.5935	0.7704
0.4299	6.7238	706	0.5248	0.3333	0.5248	0.7244
0.4299	6.7429	708	0.4703	0.2914	0.4703	0.6857
0.4299	6.7619	710	0.4420	0.4083	0.4420	0.6648
0.4299	6.7810	712	0.4409	0.4419	0.4409	0.6640
0.4299	6.8	714	0.4482	0.4217	0.4482	0.6695
0.4299	6.8190	716	0.4801	0.2889	0.4801	0.6929
0.4299	6.8381	718	0.5839	0.3623	0.5839	0.7642
0.4299	6.8571	720	0.6512	0.3514	0.6512	0.8070
0.4299	6.8762	722	0.6148	0.3208	0.6148	0.7841
0.4299	6.8952	724	0.5243	0.2842	0.5243	0.7241
0.4299	6.9143	726	0.4579	0.3374	0.4579	0.6767
0.4299	6.9333	728	0.4509	0.3829	0.4509	0.6715
0.4299	6.9524	730	0.4611	0.3636	0.4611	0.6790
0.4299	6.9714	732	0.4577	0.3829	0.4577	0.6765
0.4299	6.9905	734	0.4542	0.3735	0.4542	0.6740
0.4299	7.0095	736	0.4864	0.2914	0.4864	0.6974
0.4299	7.0286	738	0.5565	0.2893	0.5565	0.7460
0.4299	7.0476	740	0.5995	0.3725	0.5995	0.7742
0.4299	7.0667	742	0.5733	0.2990	0.5733	0.7572
0.4299	7.0857	744	0.5033	0.2865	0.5033	0.7094
0.4299	7.1048	746	0.4602	0.4556	0.4602	0.6784
0.4299	7.1238	748	0.4616	0.4419	0.4616	0.6794
0.4299	7.1429	750	0.4596	0.4419	0.4596	0.6779
0.4299	7.1619	752	0.4582	0.4419	0.4582	0.6769
0.4299	7.1810	754	0.4628	0.4217	0.4628	0.6803
0.4299	7.2	756	0.5036	0.3333	0.5036	0.7096
0.4299	7.2190	758	0.5986	0.3267	0.5986	0.7737
0.4299	7.2381	760	0.6629	0.3077	0.6629	0.8142
0.4299	7.2571	762	0.6380	0.3010	0.6380	0.7987
0.4299	7.2762	764	0.5604	0.2865	0.5604	0.7486
0.4299	7.2952	766	0.4930	0.3708	0.4930	0.7021
0.4299	7.3143	768	0.4748	0.4083	0.4748	0.6891
0.4299	7.3333	770	0.4754	0.4023	0.4754	0.6895
0.4299	7.3524	772	0.5012	0.3708	0.5012	0.7079
0.4299	7.3714	774	0.5596	0.2865	0.5596	0.7481
0.4299	7.3905	776	0.6043	0.28	0.6043	0.7774
0.4299	7.4095	778	0.6148	0.2780	0.6148	0.7841
0.4299	7.4286	780	0.5541	0.3103	0.5541	0.7444
0.4299	7.4476	782	0.4955	0.4475	0.4955	0.7039
0.4299	7.4667	784	0.4889	0.3978	0.4889	0.6992
0.4299	7.4857	786	0.5045	0.3978	0.5045	0.7103
0.4299	7.5048	788	0.5179	0.4286	0.5179	0.7196
0.4299	7.5238	790	0.5207	0.3575	0.5207	0.7216
0.4299	7.5429	792	0.5034	0.3224	0.5034	0.7095
0.4299	7.5619	794	0.4829	0.4475	0.4829	0.6949
0.4299	7.5810	796	0.4567	0.4152	0.4567	0.6758
0.4299	7.6	798	0.4523	0.4217	0.4523	0.6726
0.4299	7.6190	800	0.4606	0.4152	0.4606	0.6787
0.4299	7.6381	802	0.4860	0.3412	0.4860	0.6972
0.4299	7.6571	804	0.5162	0.2542	0.5162	0.7185
0.4299	7.6762	806	0.5168	0.2889	0.5168	0.7189
0.4299	7.6952	808	0.5078	0.2889	0.5078	0.7126
0.4299	7.7143	810	0.4910	0.3371	0.4910	0.7007
0.4299	7.7333	812	0.4704	0.3333	0.4704	0.6859
0.4299	7.7524	814	0.4681	0.3333	0.4681	0.6842
0.4299	7.7714	816	0.4646	0.3898	0.4646	0.6816
0.4299	7.7905	818	0.4632	0.3778	0.4632	0.6806
0.4299	7.8095	820	0.4652	0.3661	0.4652	0.6821
0.4299	7.8286	822	0.4655	0.3661	0.4655	0.6823
0.4299	7.8476	824	0.4670	0.3661	0.4670	0.6834
0.4299	7.8667	826	0.4774	0.4225	0.4774	0.6909
0.4299	7.8857	828	0.4809	0.4783	0.4809	0.6935
0.4299	7.9048	830	0.4767	0.4225	0.4767	0.6904
0.4299	7.9238	832	0.4716	0.3898	0.4716	0.6867
0.4299	7.9429	834	0.4748	0.4413	0.4748	0.6891
0.4299	7.9619	836	0.4809	0.4783	0.4809	0.6935
0.4299	7.9810	838	0.4870	0.3708	0.4870	0.6978
0.4299	8.0	840	0.5203	0.3191	0.5203	0.7213
0.4299	8.0190	842	0.5798	0.2780	0.5798	0.7614
0.4299	8.0381	844	0.6435	0.2986	0.6435	0.8022
0.4299	8.0571	846	0.6757	0.3593	0.6757	0.8220
0.4299	8.0762	848	0.6351	0.3242	0.6351	0.7969
0.4299	8.0952	850	0.5843	0.2762	0.5843	0.7644
0.4299	8.1143	852	0.5125	0.3224	0.5125	0.7159
0.4299	8.1333	854	0.4739	0.4413	0.4739	0.6884
0.4299	8.1524	856	0.4640	0.3661	0.4640	0.6812
0.4299	8.1714	858	0.4625	0.3548	0.4625	0.6801
0.4299	8.1905	860	0.4602	0.3661	0.4602	0.6784
0.4299	8.2095	862	0.4586	0.3778	0.4586	0.6772
0.4299	8.2286	864	0.4617	0.4413	0.4617	0.6795
0.4299	8.2476	866	0.4726	0.4783	0.4726	0.6875
0.4299	8.2667	868	0.4756	0.3708	0.4756	0.6897
0.4299	8.2857	870	0.4750	0.3708	0.4750	0.6892
0.4299	8.3048	872	0.4613	0.4483	0.4613	0.6792
0.4299	8.3238	874	0.4559	0.4286	0.4559	0.6752
0.4299	8.3429	876	0.4586	0.3591	0.4586	0.6772
0.4299	8.3619	878	0.4555	0.3591	0.4555	0.6749
0.4299	8.3810	880	0.4531	0.4286	0.4531	0.6731
0.4299	8.4	882	0.4605	0.4483	0.4605	0.6786
0.4299	8.4190	884	0.4955	0.3708	0.4955	0.7039
0.4299	8.4381	886	0.5273	0.2865	0.5273	0.7261
0.4299	8.4571	888	0.5323	0.2865	0.5323	0.7296
0.4299	8.4762	890	0.5191	0.3661	0.5191	0.7205
0.4299	8.4952	892	0.4993	0.3661	0.4993	0.7066
0.4299	8.5143	894	0.4869	0.4475	0.4869	0.6978
0.4299	8.5333	896	0.4850	0.4475	0.4850	0.6964
0.4299	8.5524	898	0.4801	0.4783	0.4801	0.6929
0.4299	8.5714	900	0.4801	0.4783	0.4801	0.6929
0.4299	8.5905	902	0.4944	0.4475	0.4944	0.7031
0.4299	8.6095	904	0.5046	0.3708	0.5046	0.7104
0.4299	8.6286	906	0.5103	0.3661	0.5103	0.7143
0.4299	8.6476	908	0.5075	0.3661	0.5075	0.7124
0.4299	8.6667	910	0.4881	0.3708	0.4881	0.6986
0.4299	8.6857	912	0.4801	0.4783	0.4801	0.6929
0.4299	8.7048	914	0.4759	0.4652	0.4759	0.6899
0.4299	8.7238	916	0.4763	0.4652	0.4763	0.6902
0.4299	8.7429	918	0.4827	0.4033	0.4827	0.6948
0.4299	8.7619	920	0.4915	0.3708	0.4915	0.7010
0.4299	8.7810	922	0.4852	0.4033	0.4852	0.6966
0.4299	8.8	924	0.4750	0.3913	0.4750	0.6892
0.4299	8.8190	926	0.4677	0.3778	0.4677	0.6839
0.4299	8.8381	928	0.4649	0.3778	0.4649	0.6819
0.4299	8.8571	930	0.4649	0.3778	0.4649	0.6818
0.4299	8.8762	932	0.4641	0.3778	0.4641	0.6812
0.4299	8.8952	934	0.4637	0.3778	0.4637	0.6810
0.4299	8.9143	936	0.4665	0.3407	0.4665	0.6830
0.4299	8.9333	938	0.4747	0.3913	0.4747	0.6889
0.4299	8.9524	940	0.4784	0.4033	0.4784	0.6917
0.4299	8.9714	942	0.4788	0.4033	0.4788	0.6920
0.4299	8.9905	944	0.4887	0.3708	0.4887	0.6991
0.4299	9.0095	946	0.5064	0.3224	0.5064	0.7116
0.4299	9.0286	948	0.5133	0.3224	0.5133	0.7164
0.4299	9.0476	950	0.5112	0.3224	0.5112	0.7150
0.4299	9.0667	952	0.5083	0.3224	0.5083	0.7130
0.4299	9.0857	954	0.4951	0.3708	0.4951	0.7036
0.4299	9.1048	956	0.4786	0.4033	0.4786	0.6918
0.4299	9.1238	958	0.4638	0.4162	0.4638	0.6810
0.4299	9.1429	960	0.4588	0.3778	0.4588	0.6773
0.4299	9.1619	962	0.4557	0.3778	0.4557	0.6750
0.4299	9.1810	964	0.4522	0.3778	0.4522	0.6725
0.4299	9.2	966	0.4509	0.3778	0.4509	0.6715
0.4299	9.2190	968	0.4538	0.3778	0.4538	0.6736
0.4299	9.2381	970	0.4642	0.4783	0.4642	0.6813
0.4299	9.2571	972	0.4718	0.4033	0.4718	0.6869
0.4299	9.2762	974	0.4774	0.4033	0.4774	0.6909
0.4299	9.2952	976	0.4861	0.3708	0.4861	0.6972
0.4299	9.3143	978	0.4877	0.3708	0.4877	0.6984
0.4299	9.3333	980	0.4837	0.3708	0.4837	0.6955
0.4299	9.3524	982	0.4799	0.3708	0.4799	0.6927
0.4299	9.3714	984	0.4780	0.3708	0.4780	0.6914
0.4299	9.3905	986	0.4788	0.3708	0.4788	0.6919
0.4299	9.4095	988	0.4765	0.3708	0.4765	0.6903
0.4299	9.4286	990	0.4702	0.4033	0.4702	0.6857
0.4299	9.4476	992	0.4682	0.4091	0.4682	0.6843
0.4299	9.4667	994	0.4650	0.4091	0.4650	0.6819
0.4299	9.4857	996	0.4608	0.4091	0.4608	0.6789
0.4299	9.5048	998	0.4579	0.3684	0.4579	0.6767
0.0813	9.5238	1000	0.4543	0.3684	0.4543	0.6740
0.0813	9.5429	1002	0.4541	0.3684	0.4541	0.6739
0.0813	9.5619	1004	0.4565	0.3684	0.4565	0.6757
0.0813	9.5810	1006	0.4576	0.3684	0.4576	0.6765
0.0813	9.6	1008	0.4595	0.4091	0.4595	0.6778
0.0813	9.6190	1010	0.4611	0.4091	0.4611	0.6790
0.0813	9.6381	1012	0.4612	0.4091	0.4612	0.6791
0.0813	9.6571	1014	0.4597	0.4091	0.4597	0.6780
0.0813	9.6762	1016	0.4567	0.3684	0.4567	0.6758
0.0813	9.6952	1018	0.4549	0.3563	0.4549	0.6745
0.0813	9.7143	1020	0.4548	0.4350	0.4548	0.6744
0.0813	9.7333	1022	0.4557	0.4350	0.4557	0.6751
0.0813	9.7524	1024	0.4560	0.4350	0.4560	0.6753
0.0813	9.7714	1026	0.4557	0.4350	0.4557	0.6751
0.0813	9.7905	1028	0.4551	0.4350	0.4551	0.6746
0.0813	9.8095	1030	0.4556	0.4350	0.4556	0.6750
0.0813	9.8286	1032	0.4549	0.4350	0.4549	0.6744
0.0813	9.8476	1034	0.4539	0.4350	0.4539	0.6737
0.0813	9.8667	1036	0.4536	0.4350	0.4536	0.6735
0.0813	9.8857	1038	0.4538	0.4350	0.4538	0.6737
0.0813	9.9048	1040	0.4540	0.4350	0.4540	0.6738
0.0813	9.9238	1042	0.4544	0.4350	0.4544	0.6741
0.0813	9.9429	1044	0.4550	0.4350	0.4550	0.6745
0.0813	9.9619	1046	0.4551	0.4350	0.4551	0.6746
0.0813	9.9810	1048	0.4552	0.4350	0.4552	0.6747
0.0813	10.0	1050	0.4553	0.4350	0.4553	0.6748

Framework versions

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