ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k17_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: 0.6118
• Qwk: 0.2457
• Mse: 0.6118
• Rmse: 0.7822

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	0.0253	2	3.1533	0.0207	3.1533	1.7757
No log	0.0506	4	1.8431	0.0094	1.8431	1.3576
No log	0.0759	6	1.7910	0.0303	1.7910	1.3383
No log	0.1013	8	1.0573	0.0588	1.0573	1.0282
No log	0.1266	10	0.6085	0.1111	0.6085	0.7801
No log	0.1519	12	0.7275	-0.0370	0.7275	0.8529
No log	0.1772	14	1.1116	-0.0268	1.1116	1.0543
No log	0.2025	16	1.0720	-0.0268	1.0720	1.0354
No log	0.2278	18	0.7795	-0.0462	0.7795	0.8829
No log	0.2532	20	0.6390	0.0	0.6390	0.7994
No log	0.2785	22	0.6267	0.0	0.6267	0.7917
No log	0.3038	24	0.6209	0.0569	0.6209	0.7880
No log	0.3291	26	0.6270	0.0476	0.6270	0.7918
No log	0.3544	28	0.6467	0.1565	0.6467	0.8042
No log	0.3797	30	0.7865	0.0631	0.7865	0.8868
No log	0.4051	32	0.8703	0.0794	0.8703	0.9329
No log	0.4304	34	0.9821	0.0345	0.9821	0.9910
No log	0.4557	36	1.0381	0.0345	1.0381	1.0189
No log	0.4810	38	1.0137	0.0	1.0137	1.0068
No log	0.5063	40	0.9334	0.0431	0.9334	0.9661
No log	0.5316	42	0.9347	-0.0196	0.9347	0.9668
No log	0.5570	44	0.7169	0.0769	0.7169	0.8467
No log	0.5823	46	0.5666	0.0476	0.5666	0.7527
No log	0.6076	48	0.6113	0.0569	0.6113	0.7819
No log	0.6329	50	0.6512	0.0	0.6512	0.8070
No log	0.6582	52	0.5947	-0.0081	0.5947	0.7712
No log	0.6835	54	0.5906	-0.0081	0.5906	0.7685
No log	0.7089	56	0.6125	-0.0081	0.6125	0.7826
No log	0.7342	58	0.5775	0.0725	0.5775	0.7599
No log	0.7595	60	0.6770	0.3016	0.6770	0.8228
No log	0.7848	62	0.7938	0.1055	0.7938	0.8910
No log	0.8101	64	0.7296	0.2222	0.7296	0.8542
No log	0.8354	66	0.5499	0.1111	0.5499	0.7415
No log	0.8608	68	0.5793	-0.0081	0.5793	0.7611
No log	0.8861	70	0.5791	-0.0159	0.5791	0.7610
No log	0.9114	72	0.5469	0.0638	0.5469	0.7395
No log	0.9367	74	0.6533	0.2994	0.6533	0.8083
No log	0.9620	76	0.7043	0.1841	0.7043	0.8392
No log	0.9873	78	0.7438	0.1925	0.7438	0.8624
No log	1.0127	80	0.6015	0.2099	0.6015	0.7756
No log	1.0380	82	0.5489	0.0638	0.5489	0.7409
No log	1.0633	84	0.5350	0.0815	0.5350	0.7314
No log	1.0886	86	0.5537	0.1111	0.5537	0.7441
No log	1.1139	88	0.7103	0.3016	0.7103	0.8428
No log	1.1392	90	0.9764	0.1055	0.9764	0.9882
No log	1.1646	92	0.9094	0.1644	0.9094	0.9536
No log	1.1899	94	0.7515	0.2000	0.7515	0.8669
No log	1.2152	96	0.6271	0.1030	0.6271	0.7919
No log	1.2405	98	0.5921	0.1304	0.5921	0.7695
No log	1.2658	100	0.6064	-0.0159	0.6064	0.7787
No log	1.2911	102	0.6364	0.0199	0.6364	0.7977
No log	1.3165	104	0.7295	0.1503	0.7295	0.8541
No log	1.3418	106	0.6521	0.1648	0.6521	0.8075
No log	1.3671	108	0.6958	0.2432	0.6958	0.8341
No log	1.3924	110	0.6438	0.3548	0.6438	0.8023
No log	1.4177	112	0.5979	0.2179	0.5979	0.7732
No log	1.4430	114	0.5998	0.2941	0.5998	0.7744
No log	1.4684	116	0.6409	0.2982	0.6409	0.8006
No log	1.4937	118	0.6830	0.3000	0.6830	0.8264
No log	1.5190	120	0.8023	0.2604	0.8023	0.8957
No log	1.5443	122	0.7287	0.2922	0.7287	0.8536
No log	1.5696	124	0.6954	0.3363	0.6954	0.8339
No log	1.5949	126	0.5696	0.2990	0.5696	0.7547
No log	1.6203	128	0.5728	0.2842	0.5728	0.7569
No log	1.6456	130	0.6115	0.3607	0.6115	0.7820
No log	1.6709	132	0.6448	0.2233	0.6448	0.8030
No log	1.6962	134	0.6520	0.2410	0.6520	0.8075
No log	1.7215	136	0.5301	0.3295	0.5301	0.7281
No log	1.7468	138	0.6254	0.2893	0.6254	0.7908
No log	1.7722	140	0.5847	0.3927	0.5847	0.7647
No log	1.7975	142	0.5521	0.2653	0.5521	0.7431
No log	1.8228	144	0.7947	0.3091	0.7947	0.8915
No log	1.8481	146	0.8960	0.2000	0.8960	0.9466
No log	1.8734	148	0.6993	0.3188	0.6993	0.8363
No log	1.8987	150	0.6659	0.4093	0.6659	0.8160
No log	1.9241	152	0.8770	0.2381	0.8770	0.9365
No log	1.9494	154	1.0563	0.2119	1.0563	1.0277
No log	1.9747	156	1.2561	0.1484	1.2561	1.1207
No log	2.0	158	0.9000	0.2627	0.9000	0.9487
No log	2.0253	160	0.6253	0.4182	0.6253	0.7907
No log	2.0506	162	0.6728	0.3303	0.6728	0.8202
No log	2.0759	164	0.8249	0.2653	0.8249	0.9083
No log	2.1013	166	1.2230	0.1729	1.2230	1.1059
No log	2.1266	168	1.0264	0.1562	1.0264	1.0131
No log	2.1519	170	0.6615	0.2775	0.6615	0.8133
No log	2.1772	172	0.6360	0.3143	0.6360	0.7975
No log	2.2025	174	0.7118	0.2554	0.7118	0.8437
No log	2.2278	176	0.8720	0.2203	0.8720	0.9338
No log	2.2532	178	1.0750	0.1648	1.0750	1.0368
No log	2.2785	180	0.7927	0.2727	0.7927	0.8903
No log	2.3038	182	0.5810	0.3023	0.5810	0.7623
No log	2.3291	184	0.6898	0.2990	0.6898	0.8305
No log	2.3544	186	0.5886	0.2370	0.5886	0.7672
No log	2.3797	188	0.5252	0.2208	0.5252	0.7247
No log	2.4051	190	0.5932	0.3200	0.5932	0.7702
No log	2.4304	192	0.5982	0.3200	0.5982	0.7734
No log	2.4557	194	0.5279	0.3730	0.5279	0.7266
No log	2.4810	196	0.6254	0.3191	0.6254	0.7908
No log	2.5063	198	0.5763	0.2527	0.5763	0.7591
No log	2.5316	200	0.5504	0.2360	0.5504	0.7419
No log	2.5570	202	0.6268	0.3846	0.6268	0.7917
No log	2.5823	204	0.7320	0.2489	0.7320	0.8556
No log	2.6076	206	0.6112	0.3200	0.6112	0.7818
No log	2.6329	208	0.6085	0.3200	0.6085	0.7801
No log	2.6582	210	0.7993	0.2881	0.7993	0.8941
No log	2.6835	212	0.8132	0.2941	0.8132	0.9018
No log	2.7089	214	0.5882	0.2593	0.5882	0.7670
No log	2.7342	216	0.5118	0.3103	0.5118	0.7154
No log	2.7595	218	0.5082	0.3000	0.5082	0.7128
No log	2.7848	220	0.5360	0.2370	0.5360	0.7321
No log	2.8101	222	0.5216	0.2189	0.5216	0.7222
No log	2.8354	224	0.5739	0.2513	0.5739	0.7575
No log	2.8608	226	0.7549	0.2900	0.7549	0.8689
No log	2.8861	228	0.9351	0.2320	0.9351	0.9670
No log	2.9114	230	0.7764	0.2821	0.7764	0.8812
No log	2.9367	232	0.5801	0.3333	0.5801	0.7616
No log	2.9620	234	0.7327	0.3645	0.7327	0.8560
No log	2.9873	236	0.6927	0.3846	0.6927	0.8323
No log	3.0127	238	0.5763	0.3016	0.5763	0.7592
No log	3.0380	240	0.7611	0.2838	0.7611	0.8724
No log	3.0633	242	0.8507	0.2829	0.8507	0.9223
No log	3.0886	244	0.8153	0.2881	0.8153	0.9029
No log	3.1139	246	0.6018	0.3180	0.6018	0.7757
No log	3.1392	248	0.5702	0.3118	0.5702	0.7551
No log	3.1646	250	0.5701	0.3043	0.5701	0.7550
No log	3.1899	252	0.5533	0.3548	0.5533	0.7439
No log	3.2152	254	0.5801	0.3267	0.5801	0.7617
No log	3.2405	256	0.6489	0.2821	0.6489	0.8056
No log	3.2658	258	0.6787	0.3220	0.6787	0.8238
No log	3.2911	260	0.6154	0.3833	0.6154	0.7845
No log	3.3165	262	0.6865	0.3859	0.6865	0.8286
No log	3.3418	264	0.6960	0.4191	0.6960	0.8342
No log	3.3671	266	0.6413	0.3719	0.6413	0.8008
No log	3.3924	268	0.8046	0.3071	0.8046	0.8970
No log	3.4177	270	0.7842	0.3071	0.7842	0.8856
No log	3.4430	272	0.5800	0.4477	0.5800	0.7616
No log	3.4684	274	0.5536	0.3769	0.5536	0.7441
No log	3.4937	276	0.5317	0.3469	0.5317	0.7292
No log	3.5190	278	0.5074	0.3263	0.5074	0.7123
No log	3.5443	280	0.5055	0.2393	0.5055	0.7110
No log	3.5696	282	0.5425	0.1304	0.5425	0.7366
No log	3.5949	284	0.6374	0.2692	0.6374	0.7984
No log	3.6203	286	0.7638	0.2356	0.7638	0.8740
No log	3.6456	288	0.7497	0.2661	0.7497	0.8659
No log	3.6709	290	0.6110	0.2513	0.6110	0.7817
No log	3.6962	292	0.6282	0.1823	0.6282	0.7926
No log	3.7215	294	0.6708	0.1658	0.6708	0.8190
No log	3.7468	296	0.6280	0.3010	0.6280	0.7925
No log	3.7722	298	0.8764	0.1562	0.8764	0.9362
No log	3.7975	300	1.0846	0.1143	1.0846	1.0414
No log	3.8228	302	0.9669	0.1343	0.9669	0.9833
No log	3.8481	304	0.6719	0.2871	0.6719	0.8197
No log	3.8734	306	0.5805	0.3089	0.5805	0.7619
No log	3.8987	308	0.5655	0.2000	0.5655	0.7520
No log	3.9241	310	0.5677	0.2857	0.5677	0.7535
No log	3.9494	312	0.6937	0.2251	0.6937	0.8329
No log	3.9747	314	0.7259	0.2637	0.7259	0.8520
No log	4.0	316	0.6429	0.3231	0.6429	0.8018
No log	4.0253	318	0.5988	0.2432	0.5988	0.7738
No log	4.0506	320	0.6449	0.2707	0.6449	0.8031
No log	4.0759	322	0.6338	0.3131	0.6338	0.7961
No log	4.1013	324	0.6612	0.2727	0.6612	0.8132
No log	4.1266	326	0.7633	0.2523	0.7633	0.8737
No log	4.1519	328	0.7370	0.2157	0.7370	0.8585
No log	4.1772	330	0.6212	0.1243	0.6212	0.7882
No log	4.2025	332	0.5787	0.0968	0.5787	0.7607
No log	4.2278	334	0.6170	0.3520	0.6170	0.7855
No log	4.2532	336	0.6001	0.2575	0.6001	0.7747
No log	4.2785	338	0.5951	0.1724	0.5951	0.7714
No log	4.3038	340	0.7225	0.2077	0.7225	0.8500
No log	4.3291	342	0.8296	0.2759	0.8296	0.9108
No log	4.3544	344	0.7337	0.2511	0.7337	0.8566
No log	4.3797	346	0.6752	0.2523	0.6752	0.8217
No log	4.4051	348	0.6884	0.3524	0.6884	0.8297
No log	4.4304	350	0.6467	0.3161	0.6467	0.8042
No log	4.4557	352	0.6257	0.3143	0.6257	0.7910
No log	4.4810	354	0.6962	0.2762	0.6962	0.8344
No log	4.5063	356	0.6982	0.2762	0.6982	0.8356
No log	4.5316	358	0.6427	0.28	0.6427	0.8017
No log	4.5570	360	0.6358	0.2821	0.6358	0.7973
No log	4.5823	362	0.5890	0.2340	0.5890	0.7674
No log	4.6076	364	0.5358	0.1905	0.5358	0.7320
No log	4.6329	366	0.5346	0.1905	0.5346	0.7312
No log	4.6582	368	0.5588	0.1905	0.5588	0.7475
No log	4.6835	370	0.6343	0.2609	0.6343	0.7964
No log	4.7089	372	0.6606	0.2563	0.6606	0.8128
No log	4.7342	374	0.6422	0.3369	0.6422	0.8014
No log	4.7595	376	0.5836	0.3231	0.5836	0.7640
No log	4.7848	378	0.5704	0.2653	0.5704	0.7553
No log	4.8101	380	0.5647	0.3043	0.5647	0.7515
No log	4.8354	382	0.5911	0.2787	0.5911	0.7688
No log	4.8608	384	0.6708	0.2688	0.6708	0.8190
No log	4.8861	386	0.7015	0.2688	0.7015	0.8376
No log	4.9114	388	0.6483	0.3016	0.6483	0.8052
No log	4.9367	390	0.6739	0.2688	0.6739	0.8209
No log	4.9620	392	0.6429	0.2917	0.6429	0.8018
No log	4.9873	394	0.5814	0.3684	0.5814	0.7625
No log	5.0127	396	0.5745	0.2393	0.5745	0.7580
No log	5.0380	398	0.5806	0.3086	0.5806	0.7620
No log	5.0633	400	0.6085	0.3258	0.6085	0.7800
No log	5.0886	402	0.6492	0.2917	0.6492	0.8057
No log	5.1139	404	0.6575	0.3043	0.6575	0.8109
No log	5.1392	406	0.6309	0.3043	0.6309	0.7943
No log	5.1646	408	0.5724	0.1788	0.5724	0.7566
No log	5.1899	410	0.5646	0.2393	0.5646	0.7514
No log	5.2152	412	0.5702	0.2393	0.5702	0.7551
No log	5.2405	414	0.5787	0.2558	0.5787	0.7607
No log	5.2658	416	0.6101	0.3508	0.6101	0.7811
No log	5.2911	418	0.7018	0.3016	0.7018	0.8377
No log	5.3165	420	0.6599	0.2941	0.6599	0.8123
No log	5.3418	422	0.5691	0.2195	0.5691	0.7544
No log	5.3671	424	0.5689	0.3054	0.5689	0.7543
No log	5.3924	426	0.5626	0.2771	0.5626	0.7500
No log	5.4177	428	0.5817	0.3182	0.5817	0.7627
No log	5.4430	430	0.6108	0.2914	0.6108	0.7815
No log	5.4684	432	0.6105	0.3149	0.6105	0.7813
No log	5.4937	434	0.5883	0.3073	0.5883	0.7670
No log	5.5190	436	0.5786	0.3258	0.5786	0.7607
No log	5.5443	438	0.5922	0.2865	0.5922	0.7696
No log	5.5696	440	0.6030	0.3990	0.6030	0.7765
No log	5.5949	442	0.6796	0.2842	0.6796	0.8244
No log	5.6203	444	0.7653	0.2442	0.7653	0.8748
No log	5.6456	446	0.7209	0.2442	0.7209	0.8490
No log	5.6709	448	0.6345	0.2670	0.6345	0.7965
No log	5.6962	450	0.6066	0.3369	0.6066	0.7788
No log	5.7215	452	0.6155	0.2670	0.6155	0.7845
No log	5.7468	454	0.6708	0.2941	0.6708	0.8190
No log	5.7722	456	0.6874	0.2688	0.6874	0.8291
No log	5.7975	458	0.6375	0.2527	0.6375	0.7984
No log	5.8228	460	0.5985	0.1592	0.5985	0.7736
No log	5.8481	462	0.5909	0.1579	0.5909	0.7687
No log	5.8734	464	0.6299	0.2542	0.6299	0.7937
No log	5.8987	466	0.6418	0.2542	0.6418	0.8011
No log	5.9241	468	0.6579	0.2626	0.6579	0.8111
No log	5.9494	470	0.6479	0.2527	0.6479	0.8049
No log	5.9747	472	0.6149	0.2432	0.6149	0.7842
No log	6.0	474	0.6061	0.2688	0.6061	0.7785
No log	6.0253	476	0.6211	0.3061	0.6211	0.7881
No log	6.0506	478	0.6641	0.2421	0.6641	0.8149
No log	6.0759	480	0.7598	0.2146	0.7598	0.8716
No log	6.1013	482	0.8042	0.25	0.8042	0.8968
No log	6.1266	484	0.7762	0.25	0.7762	0.8811
No log	6.1519	486	0.6782	0.2513	0.6782	0.8235
No log	6.1772	488	0.6161	0.2000	0.6161	0.7849
No log	6.2025	490	0.6043	0.2000	0.6043	0.7773
No log	6.2278	492	0.5963	0.1716	0.5963	0.7722
No log	6.2532	494	0.5956	0.1000	0.5956	0.7718
No log	6.2785	496	0.5861	0.0933	0.5861	0.7656
No log	6.3038	498	0.5721	0.1688	0.5721	0.7564
0.4346	6.3291	500	0.5764	0.2000	0.5764	0.7592
0.4346	6.3544	502	0.5711	0.1579	0.5711	0.7557
0.4346	6.3797	504	0.5657	0.1688	0.5657	0.7521
0.4346	6.4051	506	0.5669	0.1258	0.5669	0.7529
0.4346	6.4304	508	0.5700	0.1688	0.5700	0.7550
0.4346	6.4557	510	0.5789	0.2289	0.5789	0.7609
0.4346	6.4810	512	0.5864	0.2281	0.5864	0.7658
0.4346	6.5063	514	0.6052	0.2265	0.6052	0.7779
0.4346	6.5316	516	0.6820	0.2609	0.6820	0.8258
0.4346	6.5570	518	0.7677	0.2153	0.7677	0.8762
0.4346	6.5823	520	0.7764	0.2549	0.7764	0.8812
0.4346	6.6076	522	0.7148	0.2165	0.7148	0.8455
0.4346	6.6329	524	0.6502	0.2444	0.6502	0.8064
0.4346	6.6582	526	0.6318	0.2609	0.6318	0.7948
0.4346	6.6835	528	0.6284	0.1913	0.6284	0.7927
0.4346	6.7089	530	0.6271	0.1638	0.6271	0.7919
0.4346	6.7342	532	0.6429	0.2457	0.6429	0.8018
0.4346	6.7595	534	0.7254	0.2169	0.7254	0.8517
0.4346	6.7848	536	0.7928	0.2536	0.7928	0.8904
0.4346	6.8101	538	0.7820	0.2549	0.7820	0.8843
0.4346	6.8354	540	0.7066	0.1732	0.7066	0.8406
0.4346	6.8608	542	0.6347	0.2457	0.6347	0.7967
0.4346	6.8861	544	0.6099	0.2000	0.6099	0.7810
0.4346	6.9114	546	0.6147	0.2967	0.6147	0.7840
0.4346	6.9367	548	0.6053	0.2727	0.6053	0.7780
0.4346	6.9620	550	0.5959	0.2000	0.5959	0.7720
0.4346	6.9873	552	0.6208	0.2457	0.6208	0.7879
0.4346	7.0127	554	0.6488	0.2542	0.6488	0.8055
0.4346	7.0380	556	0.6363	0.2457	0.6363	0.7977
0.4346	7.0633	558	0.5955	0.1908	0.5955	0.7717
0.4346	7.0886	560	0.5817	0.2000	0.5817	0.7627
0.4346	7.1139	562	0.5828	0.2000	0.5828	0.7634
0.4346	7.1392	564	0.5991	0.2360	0.5991	0.7740
0.4346	7.1646	566	0.6219	0.2360	0.6219	0.7886
0.4346	7.1899	568	0.6550	0.2889	0.6550	0.8093
0.4346	7.2152	570	0.6630	0.2941	0.6630	0.8143
0.4346	7.2405	572	0.6463	0.2889	0.6463	0.8039
0.4346	7.2658	574	0.6230	0.2360	0.6230	0.7893
0.4346	7.2911	576	0.6081	0.2360	0.6081	0.7798
0.4346	7.3165	578	0.5922	0.1905	0.5922	0.7695
0.4346	7.3418	580	0.5828	0.2914	0.5828	0.7634
0.4346	7.3671	582	0.5833	0.2832	0.5833	0.7637
0.4346	7.3924	584	0.5865	0.2914	0.5865	0.7658
0.4346	7.4177	586	0.5949	0.1905	0.5949	0.7713
0.4346	7.4430	588	0.6065	0.2370	0.6065	0.7788
0.4346	7.4684	590	0.6172	0.2360	0.6172	0.7856
0.4346	7.4937	592	0.6332	0.2093	0.6332	0.7958
0.4346	7.5190	594	0.6471	0.1638	0.6471	0.8045
0.4346	7.5443	596	0.6345	0.2093	0.6345	0.7965
0.4346	7.5696	598	0.6082	0.1429	0.6082	0.7799
0.4346	7.5949	600	0.6073	0.2727	0.6073	0.7793
0.4346	7.6203	602	0.6242	0.2865	0.6242	0.7901
0.4346	7.6456	604	0.6222	0.2626	0.6222	0.7888
0.4346	7.6709	606	0.6118	0.1910	0.6118	0.7822
0.4346	7.6962	608	0.6267	0.2000	0.6267	0.7917
0.4346	7.7215	610	0.7046	0.2165	0.7046	0.8394
0.4346	7.7468	612	0.7676	0.2549	0.7676	0.8761
0.4346	7.7722	614	0.7685	0.2549	0.7685	0.8766
0.4346	7.7975	616	0.7193	0.2165	0.7193	0.8481
0.4346	7.8228	618	0.6512	0.2088	0.6512	0.8069
0.4346	7.8481	620	0.6094	0.1813	0.6094	0.7806
0.4346	7.8734	622	0.6001	0.1910	0.6001	0.7746
0.4346	7.8987	624	0.6011	0.2727	0.6011	0.7753
0.4346	7.9241	626	0.6022	0.1913	0.6022	0.7760
0.4346	7.9494	628	0.6089	0.2273	0.6089	0.7803
0.4346	7.9747	630	0.6322	0.2457	0.6322	0.7951
0.4346	8.0	632	0.6676	0.2088	0.6676	0.8171
0.4346	8.0253	634	0.7029	0.2487	0.7029	0.8384
0.4346	8.0506	636	0.6939	0.2487	0.6939	0.8330
0.4346	8.0759	638	0.6513	0.1638	0.6513	0.8070
0.4346	8.1013	640	0.6201	0.2457	0.6201	0.7874
0.4346	8.1266	642	0.6010	0.2707	0.6010	0.7753
0.4346	8.1519	644	0.5943	0.2432	0.5943	0.7709
0.4346	8.1772	646	0.5922	0.2432	0.5922	0.7696
0.4346	8.2025	648	0.5915	0.2273	0.5915	0.7691
0.4346	8.2278	650	0.5943	0.2707	0.5943	0.7709
0.4346	8.2532	652	0.5875	0.2273	0.5875	0.7665
0.4346	8.2785	654	0.5853	0.2626	0.5853	0.7651
0.4346	8.3038	656	0.5893	0.2707	0.5893	0.7676
0.4346	8.3291	658	0.6011	0.2457	0.6011	0.7753
0.4346	8.3544	660	0.6043	0.2093	0.6043	0.7774
0.4346	8.3797	662	0.6108	0.2093	0.6108	0.7816
0.4346	8.4051	664	0.6032	0.2093	0.6032	0.7767
0.4346	8.4304	666	0.6056	0.2093	0.6056	0.7782
0.4346	8.4557	668	0.6073	0.2093	0.6073	0.7793
0.4346	8.4810	670	0.6209	0.2542	0.6209	0.7880
0.4346	8.5063	672	0.6317	0.2542	0.6317	0.7948
0.4346	8.5316	674	0.6324	0.2542	0.6324	0.7952
0.4346	8.5570	676	0.6191	0.2457	0.6191	0.7868
0.4346	8.5823	678	0.6185	0.2457	0.6185	0.7865
0.4346	8.6076	680	0.6167	0.2457	0.6167	0.7853
0.4346	8.6329	682	0.6152	0.2809	0.6152	0.7843
0.4346	8.6582	684	0.6174	0.2457	0.6174	0.7857
0.4346	8.6835	686	0.6270	0.2457	0.6270	0.7918
0.4346	8.7089	688	0.6287	0.2093	0.6287	0.7929
0.4346	8.7342	690	0.6385	0.2093	0.6385	0.7990
0.4346	8.7595	692	0.6339	0.2093	0.6339	0.7962
0.4346	8.7848	694	0.6202	0.2457	0.6202	0.7875
0.4346	8.8101	696	0.6179	0.2457	0.6179	0.7861
0.4346	8.8354	698	0.6218	0.2093	0.6218	0.7885
0.4346	8.8608	700	0.6312	0.2093	0.6312	0.7945
0.4346	8.8861	702	0.6303	0.2093	0.6303	0.7939
0.4346	8.9114	704	0.6250	0.2093	0.6250	0.7906
0.4346	8.9367	706	0.6186	0.2457	0.6186	0.7865
0.4346	8.9620	708	0.6216	0.2457	0.6216	0.7884
0.4346	8.9873	710	0.6257	0.2457	0.6257	0.7910
0.4346	9.0127	712	0.6343	0.2457	0.6343	0.7964
0.4346	9.0380	714	0.6366	0.2093	0.6366	0.7979
0.4346	9.0633	716	0.6326	0.2457	0.6326	0.7954
0.4346	9.0886	718	0.6263	0.2457	0.6263	0.7914
0.4346	9.1139	720	0.6204	0.2457	0.6204	0.7876
0.4346	9.1392	722	0.6118	0.2809	0.6118	0.7821
0.4346	9.1646	724	0.6039	0.2707	0.6039	0.7771
0.4346	9.1899	726	0.6002	0.2179	0.6002	0.7747
0.4346	9.2152	728	0.5999	0.2609	0.5999	0.7745
0.4346	9.2405	730	0.6016	0.2609	0.6016	0.7756
0.4346	9.2658	732	0.6079	0.2809	0.6079	0.7796
0.4346	9.2911	734	0.6163	0.2457	0.6163	0.7851
0.4346	9.3165	736	0.6227	0.2457	0.6227	0.7891
0.4346	9.3418	738	0.6295	0.2093	0.6295	0.7934
0.4346	9.3671	740	0.6377	0.2093	0.6377	0.7986
0.4346	9.3924	742	0.6425	0.1638	0.6425	0.8015
0.4346	9.4177	744	0.6377	0.2093	0.6377	0.7986
0.4346	9.4430	746	0.6326	0.2093	0.6326	0.7953
0.4346	9.4684	748	0.6254	0.2093	0.6254	0.7908
0.4346	9.4937	750	0.6174	0.2457	0.6174	0.7858
0.4346	9.5190	752	0.6094	0.2457	0.6094	0.7806
0.4346	9.5443	754	0.6038	0.2457	0.6038	0.7770
0.4346	9.5696	756	0.6009	0.2457	0.6009	0.7752
0.4346	9.5949	758	0.6007	0.2457	0.6007	0.7750
0.4346	9.6203	760	0.6009	0.2809	0.6009	0.7752
0.4346	9.6456	762	0.6027	0.2457	0.6027	0.7764
0.4346	9.6709	764	0.6035	0.2809	0.6035	0.7769
0.4346	9.6962	766	0.6033	0.2707	0.6033	0.7767
0.4346	9.7215	768	0.6024	0.2707	0.6024	0.7762
0.4346	9.7468	770	0.6036	0.2707	0.6036	0.7769
0.4346	9.7722	772	0.6044	0.2707	0.6044	0.7775
0.4346	9.7975	774	0.6058	0.2707	0.6058	0.7783
0.4346	9.8228	776	0.6070	0.2707	0.6070	0.7791
0.4346	9.8481	778	0.6080	0.2360	0.6080	0.7798
0.4346	9.8734	780	0.6093	0.2457	0.6093	0.7806
0.4346	9.8987	782	0.6105	0.2457	0.6105	0.7813
0.4346	9.9241	784	0.6109	0.2457	0.6109	0.7816
0.4346	9.9494	786	0.6113	0.2457	0.6113	0.7819
0.4346	9.9747	788	0.6116	0.2457	0.6116	0.7821
0.4346	10.0	790	0.6118	0.2457	0.6118	0.7822

Framework versions

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