ArabicNewSplits6_FineTuningAraBERT_run2_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: 0.6773
• Qwk: 0.2762
• Mse: 0.6773
• Rmse: 0.8230

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	0.0238	2	3.0554	0.0261	3.0554	1.7480
No log	0.0476	4	1.4880	0.0255	1.4880	1.2199
No log	0.0714	6	1.1321	0.0294	1.1321	1.0640
No log	0.0952	8	0.6505	0.2381	0.6505	0.8065
No log	0.1190	10	0.7049	0.0734	0.7049	0.8396
No log	0.1429	12	0.8862	0.0118	0.8862	0.9414
No log	0.1667	14	0.9775	0.0345	0.9775	0.9887
No log	0.1905	16	0.9578	0.0388	0.9578	0.9787
No log	0.2143	18	0.8069	0.0270	0.8069	0.8983
No log	0.2381	20	0.7166	0.0899	0.7166	0.8465
No log	0.2619	22	0.6889	0.1111	0.6889	0.8300
No log	0.2857	24	0.7334	-0.2267	0.7334	0.8564
No log	0.3095	26	0.8360	-0.2063	0.8360	0.9144
No log	0.3333	28	0.8850	-0.2121	0.8850	0.9407
No log	0.3571	30	0.8275	-0.2063	0.8275	0.9097
No log	0.3810	32	0.7414	-0.1852	0.7414	0.8610
No log	0.4048	34	0.7411	-0.1879	0.7411	0.8609
No log	0.4286	36	0.7827	0.1111	0.7827	0.8847
No log	0.4524	38	0.8540	0.0476	0.8540	0.9241
No log	0.4762	40	0.8210	0.1000	0.8210	0.9061
No log	0.5	42	0.7517	0.0707	0.7517	0.8670
No log	0.5238	44	0.7078	0.2000	0.7078	0.8413
No log	0.5476	46	0.7167	0.1590	0.7167	0.8466
No log	0.5714	48	0.5967	0.0725	0.5967	0.7725
No log	0.5952	50	0.5792	-0.0233	0.5792	0.7610
No log	0.6190	52	0.7136	0.1282	0.7136	0.8447
No log	0.6429	54	1.1213	0.0606	1.1213	1.0589
No log	0.6667	56	0.8912	0.0647	0.8912	0.9440
No log	0.6905	58	0.7681	0.1186	0.7681	0.8764
No log	0.7143	60	0.7555	0.1111	0.7555	0.8692
No log	0.7381	62	0.6508	0.2308	0.6508	0.8067
No log	0.7619	64	0.6254	0.1467	0.6254	0.7908
No log	0.7857	66	0.6223	0.1282	0.6223	0.7889
No log	0.8095	68	0.6017	0.1020	0.6017	0.7757
No log	0.8333	70	0.5915	0.1667	0.5915	0.7691
No log	0.8571	72	0.6314	0.1795	0.6314	0.7946
No log	0.8810	74	0.6975	0.0877	0.6975	0.8351
No log	0.9048	76	0.6537	0.1515	0.6537	0.8085
No log	0.9286	78	0.6067	0.1795	0.6067	0.7789
No log	0.9524	80	0.5903	0.0556	0.5903	0.7683
No log	0.9762	82	0.6422	0.0476	0.6422	0.8014
No log	1.0	84	0.6593	0.0476	0.6593	0.8120
No log	1.0238	86	0.6154	0.0725	0.6154	0.7845
No log	1.0476	88	0.8293	0.2000	0.8293	0.9106
No log	1.0714	90	1.2192	0.1233	1.2192	1.1042
No log	1.0952	92	0.8527	0.1931	0.8527	0.9234
No log	1.1190	94	0.5378	0.2109	0.5378	0.7333
No log	1.1429	96	0.5582	0.0388	0.5582	0.7471
No log	1.1667	98	0.5156	0.1884	0.5156	0.7180
No log	1.1905	100	0.6505	0.2410	0.6505	0.8065
No log	1.2143	102	0.7702	0.2146	0.7702	0.8776
No log	1.2381	104	0.7701	0.2432	0.7701	0.8776
No log	1.2619	106	0.5054	0.2222	0.5054	0.7109
No log	1.2857	108	0.5675	0.1655	0.5675	0.7533
No log	1.3095	110	0.5169	0.2448	0.5169	0.7189
No log	1.3333	112	0.6418	0.2410	0.6418	0.8011
No log	1.3571	114	0.5612	0.2626	0.5612	0.7491
No log	1.3810	116	0.5813	0.3086	0.5813	0.7625
No log	1.4048	118	0.5862	0.3054	0.5862	0.7656
No log	1.4286	120	0.5466	0.3418	0.5466	0.7393
No log	1.4524	122	0.5326	0.4083	0.5326	0.7298
No log	1.4762	124	0.5356	0.3953	0.5356	0.7319
No log	1.5	126	0.5800	0.3149	0.5800	0.7616
No log	1.5238	128	0.5507	0.4083	0.5507	0.7421
No log	1.5476	130	0.5846	0.1899	0.5846	0.7646
No log	1.5714	132	0.6516	0.2195	0.6516	0.8072
No log	1.5952	134	0.5324	0.2941	0.5324	0.7296
No log	1.6190	136	0.6379	0.2965	0.6379	0.7987
No log	1.6429	138	0.7127	0.2838	0.7127	0.8442
No log	1.6667	140	0.5756	0.2941	0.5756	0.7587
No log	1.6905	142	0.5125	0.3086	0.5125	0.7159
No log	1.7143	144	0.6123	0.2239	0.6123	0.7825
No log	1.7381	146	0.7004	0.2150	0.7004	0.8369
No log	1.7619	148	0.5329	0.3533	0.5329	0.7300
No log	1.7857	150	0.6737	0.3016	0.6737	0.8208
No log	1.8095	152	0.8341	0.1861	0.8341	0.9133
No log	1.8333	154	0.8163	0.2217	0.8163	0.9035
No log	1.8571	156	0.5938	0.3371	0.5938	0.7706
No log	1.8810	158	0.6329	0.2165	0.6329	0.7955
No log	1.9048	160	1.2665	0.1661	1.2665	1.1254
No log	1.9286	162	1.2683	0.1661	1.2683	1.1262
No log	1.9524	164	0.6995	0.2315	0.6995	0.8364
No log	1.9762	166	0.9096	0.1803	0.9096	0.9537
No log	2.0	168	0.9154	0.1515	0.9154	0.9568
No log	2.0238	170	0.6378	0.3478	0.6378	0.7986
No log	2.0476	172	0.6316	0.2563	0.6316	0.7947
No log	2.0714	174	0.5873	0.3061	0.5873	0.7664
No log	2.0952	176	0.5597	0.3103	0.5597	0.7481
No log	2.1190	178	0.6847	0.2239	0.6847	0.8274
No log	2.1429	180	0.6200	0.3535	0.6200	0.7874
No log	2.1667	182	0.5905	0.3706	0.5905	0.7684
No log	2.1905	184	0.5599	0.3814	0.5599	0.7483
No log	2.2143	186	0.6826	0.3455	0.6826	0.8262
No log	2.2381	188	1.0141	0.0813	1.0141	1.0070
No log	2.2619	190	0.8115	0.2269	0.8115	0.9009
No log	2.2857	192	0.5451	0.2577	0.5451	0.7383
No log	2.3095	194	0.6424	0.3303	0.6424	0.8015
No log	2.3333	196	0.5230	0.2410	0.5230	0.7232
No log	2.3571	198	0.7631	0.2566	0.7631	0.8736
No log	2.3810	200	1.0716	0.1172	1.0716	1.0352
No log	2.4048	202	0.7313	0.2140	0.7313	0.8551
No log	2.4286	204	0.5016	0.3865	0.5016	0.7082
No log	2.4524	206	0.5789	0.3797	0.5789	0.7609
No log	2.4762	208	0.6265	0.2549	0.6265	0.7915
No log	2.5	210	0.7476	0.1718	0.7476	0.8647
No log	2.5238	212	0.5832	0.5111	0.5832	0.7637
No log	2.5476	214	0.9049	0.1486	0.9049	0.9513
No log	2.5714	216	0.8404	0.2065	0.8404	0.9167
No log	2.5952	218	0.7293	0.2000	0.7293	0.8540
No log	2.6190	220	0.6296	0.4229	0.6296	0.7935
No log	2.6429	222	0.6424	0.3462	0.6424	0.8015
No log	2.6667	224	0.6443	0.3143	0.6443	0.8027
No log	2.6905	226	0.6293	0.3769	0.6293	0.7933
No log	2.7143	228	0.5471	0.2558	0.5471	0.7396
No log	2.7381	230	0.5327	0.2683	0.5327	0.7299
No log	2.7619	232	0.5633	0.3103	0.5633	0.7505
No log	2.7857	234	0.6440	0.4510	0.6440	0.8025
No log	2.8095	236	0.8366	0.3092	0.8366	0.9146
No log	2.8333	238	0.6415	0.4112	0.6415	0.8009
No log	2.8571	240	0.6176	0.3761	0.6176	0.7859
No log	2.8810	242	0.6032	0.3929	0.6032	0.7766
No log	2.9048	244	0.9192	0.3414	0.9192	0.9588
No log	2.9286	246	1.1394	0.0853	1.1394	1.0674
No log	2.9524	248	0.7422	0.3648	0.7422	0.8615
No log	2.9762	250	0.6176	0.4123	0.6176	0.7859
No log	3.0	252	0.8009	0.3755	0.8009	0.8949
No log	3.0238	254	1.1602	0.1111	1.1602	1.0771
No log	3.0476	256	0.9277	0.3202	0.9277	0.9632
No log	3.0714	258	0.6269	0.4081	0.6269	0.7918
No log	3.0952	260	0.5232	0.4019	0.5232	0.7233
No log	3.1190	262	0.5624	0.2830	0.5624	0.7499
No log	3.1429	264	0.9087	0.3226	0.9087	0.9533
No log	3.1667	266	1.2007	0.0915	1.2007	1.0958
No log	3.1905	268	0.9354	0.2922	0.9354	0.9672
No log	3.2143	270	0.5975	0.4615	0.5975	0.7730
No log	3.2381	272	0.5548	0.3462	0.5548	0.7449
No log	3.2619	274	0.6858	0.3684	0.6858	0.8281
No log	3.2857	276	1.0660	0.1661	1.0660	1.0324
No log	3.3095	278	1.3215	0.0960	1.3215	1.1496
No log	3.3333	280	0.9941	0.2416	0.9941	0.9971
No log	3.3571	282	0.6253	0.3939	0.6253	0.7907
No log	3.3810	284	0.6094	0.4340	0.6094	0.7806
No log	3.4048	286	0.6305	0.3744	0.6305	0.7941
No log	3.4286	288	0.6800	0.3488	0.6800	0.8246
No log	3.4524	290	0.9127	0.2441	0.9127	0.9553
No log	3.4762	292	0.7700	0.3138	0.7700	0.8775
No log	3.5	294	0.5810	0.3478	0.5810	0.7622
No log	3.5238	296	0.6515	0.2549	0.6515	0.8072
No log	3.5476	298	0.6296	0.2410	0.6296	0.7935
No log	3.5714	300	0.6200	0.3010	0.6200	0.7874
No log	3.5952	302	1.0807	0.1940	1.0807	1.0396
No log	3.6190	304	1.6069	0.0805	1.6069	1.2676
No log	3.6429	306	1.3903	0.0692	1.3903	1.1791
No log	3.6667	308	0.7456	0.2000	0.7456	0.8635
No log	3.6905	310	0.6400	0.4081	0.6400	0.8000
No log	3.7143	312	0.6390	0.3498	0.6390	0.7993
No log	3.7381	314	0.8209	0.1746	0.8209	0.9061
No log	3.7619	316	0.9835	0.1304	0.9835	0.9917
No log	3.7857	318	0.8253	0.1475	0.8253	0.9085
No log	3.8095	320	0.6966	0.3684	0.6966	0.8346
No log	3.8333	322	0.7005	0.3200	0.7005	0.8370
No log	3.8571	324	0.8346	0.1597	0.8346	0.9136
No log	3.8810	326	0.7851	0.1928	0.7851	0.8861
No log	3.9048	328	0.6590	0.3216	0.6590	0.8118
No log	3.9286	330	0.5896	0.2593	0.5896	0.7679
No log	3.9524	332	0.5908	0.3054	0.5908	0.7686
No log	3.9762	334	0.6269	0.2766	0.6269	0.7918
No log	4.0	336	0.6512	0.3878	0.6512	0.8070
No log	4.0238	338	0.7766	0.2074	0.7766	0.8812
No log	4.0476	340	0.8248	0.2000	0.8248	0.9082
No log	4.0714	342	0.8130	0.2000	0.8130	0.9017
No log	4.0952	344	0.9510	0.1496	0.9510	0.9752
No log	4.1190	346	0.8568	0.1795	0.8568	0.9256
No log	4.1429	348	0.6780	0.3061	0.6780	0.8234
No log	4.1667	350	0.7432	0.2372	0.7432	0.8621
No log	4.1905	352	0.8979	0.1867	0.8979	0.9476
No log	4.2143	354	0.7624	0.2372	0.7624	0.8732
No log	4.2381	356	0.6461	0.3439	0.6461	0.8038
No log	4.2619	358	0.6402	0.3073	0.6402	0.8001
No log	4.2857	360	0.7005	0.3263	0.7005	0.8370
No log	4.3095	362	0.7972	0.25	0.7972	0.8928
No log	4.3333	364	0.7048	0.2967	0.7048	0.8395
No log	4.3571	366	0.6664	0.2889	0.6664	0.8164
No log	4.3810	368	0.6082	0.2471	0.6082	0.7799
No log	4.4048	370	0.6057	0.3103	0.6057	0.7783
No log	4.4286	372	0.5909	0.3103	0.5909	0.7687
No log	4.4524	374	0.6130	0.2471	0.6130	0.7830
No log	4.4762	376	0.6626	0.2184	0.6626	0.8140
No log	4.5	378	0.6139	0.2575	0.6139	0.7835
No log	4.5238	380	0.5669	0.1795	0.5669	0.7529
No log	4.5476	382	0.5640	0.1788	0.5640	0.7510
No log	4.5714	384	0.5709	0.1788	0.5709	0.7556
No log	4.5952	386	0.5936	0.2471	0.5936	0.7704
No log	4.6190	388	0.5934	0.1429	0.5934	0.7704
No log	4.6429	390	0.6012	0.2542	0.6012	0.7754
No log	4.6667	392	0.6327	0.2688	0.6327	0.7954
No log	4.6905	394	0.7555	0.2696	0.7555	0.8692
No log	4.7143	396	0.7916	0.2489	0.7916	0.8897
No log	4.7381	398	0.8089	0.2489	0.8089	0.8994
No log	4.7619	400	0.7527	0.2511	0.7527	0.8676
No log	4.7857	402	0.6139	0.3267	0.6139	0.7835
No log	4.8095	404	0.6024	0.3061	0.6024	0.7761
No log	4.8333	406	0.6946	0.3333	0.6946	0.8335
No log	4.8571	408	0.7391	0.2137	0.7391	0.8597
No log	4.8810	410	0.6947	0.2897	0.6947	0.8335
No log	4.9048	412	0.6767	0.2941	0.6767	0.8226
No log	4.9286	414	0.6893	0.2919	0.6893	0.8302
No log	4.9524	416	0.7927	0.2489	0.7927	0.8903
No log	4.9762	418	0.7088	0.2897	0.7088	0.8419
No log	5.0	420	0.7265	0.2877	0.7265	0.8523
No log	5.0238	422	0.7974	0.2857	0.7974	0.8930
No log	5.0476	424	0.8347	0.2857	0.8347	0.9136
No log	5.0714	426	0.7551	0.3067	0.7551	0.8690
No log	5.0952	428	0.6136	0.2842	0.6136	0.7833
No log	5.1190	430	0.5959	0.3118	0.5959	0.7719
No log	5.1429	432	0.5759	0.2644	0.5759	0.7589
No log	5.1667	434	0.6182	0.3161	0.6182	0.7862
No log	5.1905	436	0.7143	0.2877	0.7143	0.8452
No log	5.2143	438	0.7289	0.3214	0.7289	0.8537
No log	5.2381	440	0.7656	0.3220	0.7656	0.8750
No log	5.2619	442	0.7170	0.3303	0.7170	0.8468
No log	5.2857	444	0.5941	0.2967	0.5941	0.7708
No log	5.3095	446	0.5955	0.28	0.5955	0.7717
No log	5.3333	448	0.6017	0.2475	0.6017	0.7757
No log	5.3571	450	0.6047	0.2475	0.6047	0.7776
No log	5.3810	452	0.6153	0.2475	0.6153	0.7844
No log	5.4048	454	0.6992	0.3153	0.6992	0.8362
No log	5.4286	456	0.6165	0.2780	0.6165	0.7851
No log	5.4524	458	0.6288	0.2762	0.6288	0.7930
No log	5.4762	460	0.7784	0.3058	0.7784	0.8823
No log	5.5	462	0.8640	0.2126	0.8640	0.9295
No log	5.5238	464	0.8672	0.1815	0.8672	0.9312
No log	5.5476	466	0.7122	0.2811	0.7122	0.8439
No log	5.5714	468	0.6025	0.2787	0.6025	0.7762
No log	5.5952	470	0.6014	0.2340	0.6014	0.7755
No log	5.6190	472	0.6633	0.2464	0.6633	0.8145
No log	5.6429	474	0.6909	0.2811	0.6909	0.8312
No log	5.6667	476	0.7335	0.3153	0.7335	0.8564
No log	5.6905	478	0.7167	0.3153	0.7167	0.8466
No log	5.7143	480	0.6206	0.2809	0.6206	0.7878
No log	5.7381	482	0.5953	0.4083	0.5953	0.7716
No log	5.7619	484	0.6086	0.2370	0.6086	0.7801
No log	5.7857	486	0.6585	0.2917	0.6585	0.8115
No log	5.8095	488	0.7641	0.2143	0.7641	0.8741
No log	5.8333	490	0.8155	0.2129	0.8155	0.9030
No log	5.8571	492	0.7260	0.2877	0.7260	0.8520
No log	5.8810	494	0.5930	0.3216	0.5930	0.7701
No log	5.9048	496	0.6083	0.3369	0.6083	0.7800
No log	5.9286	498	0.6043	0.2967	0.6043	0.7774
0.437	5.9524	500	0.5753	0.3216	0.5753	0.7585
0.437	5.9762	502	0.6497	0.3143	0.6497	0.8060
0.437	6.0	504	0.6911	0.3271	0.6911	0.8313
0.437	6.0238	506	0.6412	0.2475	0.6412	0.8008
0.437	6.0476	508	0.6476	0.2475	0.6476	0.8047
0.437	6.0714	510	0.6131	0.2332	0.6131	0.7830
0.437	6.0952	512	0.5566	0.2381	0.5566	0.7461
0.437	6.1190	514	0.5615	0.3216	0.5615	0.7493
0.437	6.1429	516	0.6432	0.2692	0.6432	0.8020
0.437	6.1667	518	0.7384	0.3422	0.7384	0.8593
0.437	6.1905	520	0.6744	0.2676	0.6744	0.8212
0.437	6.2143	522	0.6318	0.2676	0.6318	0.7948
0.437	6.2381	524	0.6050	0.2727	0.6050	0.7778
0.437	6.2619	526	0.5548	0.2832	0.5548	0.7448
0.437	6.2857	528	0.5435	0.2381	0.5435	0.7372
0.437	6.3095	530	0.6008	0.2941	0.6008	0.7751
0.437	6.3333	532	0.6524	0.2919	0.6524	0.8077
0.437	6.3571	534	0.6899	0.2919	0.6899	0.8306
0.437	6.3810	536	0.6215	0.3706	0.6215	0.7884
0.437	6.4048	538	0.6028	0.2889	0.6028	0.7764
0.437	6.4286	540	0.6667	0.3524	0.6667	0.8165
0.437	6.4524	542	0.8020	0.2727	0.8020	0.8955
0.437	6.4762	544	0.7964	0.2727	0.7964	0.8924
0.437	6.5	546	0.8452	0.2063	0.8452	0.9194
0.437	6.5238	548	0.8524	0.2063	0.8524	0.9233
0.437	6.5476	550	0.9583	0.1777	0.9583	0.9789
0.437	6.5714	552	1.0732	0.1944	1.0732	1.0360
0.437	6.5952	554	0.9656	0.1317	0.9656	0.9826
0.437	6.6190	556	0.7280	0.3153	0.7280	0.8532
0.437	6.6429	558	0.5795	0.2809	0.5795	0.7612
0.437	6.6667	560	0.5643	0.3778	0.5643	0.7512
0.437	6.6905	562	0.5770	0.2809	0.5770	0.7596
0.437	6.7143	564	0.6623	0.3333	0.6623	0.8138
0.437	6.7381	566	0.7977	0.3080	0.7977	0.8931
0.437	6.7619	568	0.8277	0.2063	0.8277	0.9098
0.437	6.7857	570	0.7183	0.2692	0.7183	0.8475
0.437	6.8095	572	0.7086	0.2692	0.7086	0.8418
0.437	6.8333	574	0.7583	0.2287	0.7583	0.8708
0.437	6.8571	576	0.8292	0.2397	0.8292	0.9106
0.437	6.8810	578	0.8064	0.2397	0.8064	0.8980
0.437	6.9048	580	0.6944	0.2780	0.6944	0.8333
0.437	6.9286	582	0.6087	0.2787	0.6087	0.7802
0.437	6.9524	584	0.5917	0.2787	0.5917	0.7692
0.437	6.9762	586	0.6111	0.2787	0.6111	0.7817
0.437	7.0	588	0.6697	0.2780	0.6697	0.8183
0.437	7.0238	590	0.7116	0.3180	0.7116	0.8435
0.437	7.0476	592	0.7354	0.3793	0.7354	0.8576
0.437	7.0714	594	0.6650	0.2871	0.6650	0.8155
0.437	7.0952	596	0.6195	0.3369	0.6195	0.7871
0.437	7.1190	598	0.6425	0.2893	0.6425	0.8015
0.437	7.1429	600	0.6212	0.3369	0.6212	0.7882
0.437	7.1667	602	0.6161	0.2994	0.6161	0.7849
0.437	7.1905	604	0.6568	0.3208	0.6568	0.8104
0.437	7.2143	606	0.6727	0.2857	0.6727	0.8202
0.437	7.2381	608	0.6821	0.3188	0.6821	0.8259
0.437	7.2619	610	0.6717	0.3153	0.6717	0.8196
0.437	7.2857	612	0.6986	0.3128	0.6986	0.8358
0.437	7.3095	614	0.6942	0.3128	0.6942	0.8332
0.437	7.3333	616	0.6432	0.2464	0.6432	0.8020
0.437	7.3571	618	0.6016	0.3224	0.6016	0.7757
0.437	7.3810	620	0.6066	0.3333	0.6066	0.7789
0.437	7.4048	622	0.6525	0.2464	0.6525	0.8078
0.437	7.4286	624	0.6808	0.3153	0.6808	0.8251
0.437	7.4524	626	0.7428	0.3080	0.7428	0.8619
0.437	7.4762	628	0.7420	0.3058	0.7420	0.8614
0.437	7.5	630	0.6742	0.3153	0.6742	0.8211
0.437	7.5238	632	0.6583	0.3548	0.6583	0.8113
0.437	7.5476	634	0.6907	0.3153	0.6907	0.8311
0.437	7.5714	636	0.6556	0.3548	0.6556	0.8097
0.437	7.5952	638	0.6423	0.3548	0.6423	0.8014
0.437	7.6190	640	0.6212	0.2780	0.6212	0.7882
0.437	7.6429	642	0.6284	0.2780	0.6284	0.7927
0.437	7.6667	644	0.6428	0.3208	0.6428	0.8017
0.437	7.6905	646	0.6594	0.3548	0.6594	0.8120
0.437	7.7143	648	0.6912	0.3548	0.6912	0.8314
0.437	7.7381	650	0.6639	0.3548	0.6639	0.8148
0.437	7.7619	652	0.5963	0.2432	0.5963	0.7722
0.437	7.7857	654	0.5817	0.2914	0.5817	0.7627
0.437	7.8095	656	0.5589	0.2941	0.5589	0.7476
0.437	7.8333	658	0.5604	0.2941	0.5604	0.7486
0.437	7.8571	660	0.5881	0.2889	0.5881	0.7669
0.437	7.8810	662	0.6651	0.3455	0.6651	0.8155
0.437	7.9048	664	0.7494	0.3274	0.7494	0.8657
0.437	7.9286	666	0.7677	0.2900	0.7677	0.8762
0.437	7.9524	668	0.7330	0.3303	0.7330	0.8562
0.437	7.9762	670	0.6789	0.3455	0.6789	0.8240
0.437	8.0	672	0.6151	0.2432	0.6151	0.7843
0.437	8.0238	674	0.6068	0.2432	0.6068	0.7790
0.437	8.0476	676	0.6100	0.2889	0.6100	0.7810
0.437	8.0714	678	0.6203	0.2865	0.6203	0.7876
0.437	8.0952	680	0.6048	0.2787	0.6048	0.7777
0.437	8.1190	682	0.6165	0.2787	0.6165	0.7852
0.437	8.1429	684	0.6708	0.3143	0.6708	0.8190
0.437	8.1667	686	0.6969	0.3143	0.6969	0.8348
0.437	8.1905	688	0.7315	0.3455	0.7315	0.8553
0.437	8.2143	690	0.7113	0.3394	0.7113	0.8434
0.437	8.2381	692	0.6646	0.3131	0.6646	0.8152
0.437	8.2619	694	0.6594	0.2746	0.6594	0.8121
0.437	8.2857	696	0.6654	0.2746	0.6654	0.8157
0.437	8.3095	698	0.6706	0.2692	0.6706	0.8189
0.437	8.3333	700	0.6805	0.2692	0.6805	0.8249
0.437	8.3571	702	0.6870	0.2692	0.6870	0.8288
0.437	8.3810	704	0.6774	0.2692	0.6774	0.8230
0.437	8.4048	706	0.7129	0.3116	0.7129	0.8443
0.437	8.4286	708	0.7185	0.3422	0.7185	0.8477
0.437	8.4524	710	0.6765	0.2692	0.6765	0.8225
0.437	8.4762	712	0.6653	0.3131	0.6653	0.8156
0.437	8.5	714	0.6692	0.3131	0.6692	0.8180
0.437	8.5238	716	0.6798	0.2692	0.6798	0.8245
0.437	8.5476	718	0.6860	0.2692	0.6860	0.8282
0.437	8.5714	720	0.7017	0.3143	0.7017	0.8376
0.437	8.5952	722	0.7092	0.3488	0.7092	0.8421
0.437	8.6190	724	0.6987	0.2780	0.6987	0.8359
0.437	8.6429	726	0.6684	0.3103	0.6684	0.8175
0.437	8.6667	728	0.6283	0.3161	0.6283	0.7927
0.437	8.6905	730	0.6128	0.2787	0.6128	0.7828
0.437	8.7143	732	0.6203	0.3191	0.6203	0.7876
0.437	8.7381	734	0.6517	0.3231	0.6517	0.8073
0.437	8.7619	736	0.7067	0.3091	0.7067	0.8407
0.437	8.7857	738	0.7357	0.3021	0.7357	0.8577
0.437	8.8095	740	0.7257	0.3422	0.7257	0.8519
0.437	8.8333	742	0.6785	0.2780	0.6785	0.8237
0.437	8.8571	744	0.6228	0.3161	0.6228	0.7892
0.437	8.8810	746	0.6045	0.2809	0.6045	0.7775
0.437	8.9048	748	0.6064	0.2809	0.6064	0.7787
0.437	8.9286	750	0.6144	0.3191	0.6144	0.7838
0.437	8.9524	752	0.6459	0.2709	0.6459	0.8037
0.437	8.9762	754	0.6946	0.3091	0.6946	0.8334
0.437	9.0	756	0.7448	0.3021	0.7448	0.8630
0.437	9.0238	758	0.7514	0.3333	0.7514	0.8669
0.437	9.0476	760	0.7544	0.3333	0.7544	0.8686
0.437	9.0714	762	0.7207	0.3091	0.7207	0.8489
0.437	9.0952	764	0.6687	0.3171	0.6687	0.8177
0.437	9.1190	766	0.6314	0.3131	0.6314	0.7946
0.437	9.1429	768	0.6140	0.2787	0.6140	0.7836
0.437	9.1667	770	0.6113	0.2787	0.6113	0.7818
0.437	9.1905	772	0.6260	0.3161	0.6260	0.7912
0.437	9.2143	774	0.6447	0.28	0.6447	0.8029
0.437	9.2381	776	0.6702	0.3143	0.6702	0.8186
0.437	9.2619	778	0.6911	0.3091	0.6911	0.8313
0.437	9.2857	780	0.6943	0.3091	0.6943	0.8332
0.437	9.3095	782	0.6890	0.3091	0.6890	0.8301
0.437	9.3333	784	0.6918	0.3091	0.6918	0.8317
0.437	9.3571	786	0.6878	0.3091	0.6878	0.8293
0.437	9.3810	788	0.6962	0.3091	0.6962	0.8344
0.437	9.4048	790	0.7118	0.3091	0.7118	0.8437
0.437	9.4286	792	0.7293	0.3043	0.7293	0.8540
0.437	9.4524	794	0.7225	0.3043	0.7225	0.8500
0.437	9.4762	796	0.7226	0.3043	0.7226	0.8500
0.437	9.5	798	0.7138	0.3422	0.7138	0.8449
0.437	9.5238	800	0.6966	0.2744	0.6966	0.8346
0.437	9.5476	802	0.6821	0.2744	0.6821	0.8259
0.437	9.5714	804	0.6656	0.2762	0.6656	0.8158
0.437	9.5952	806	0.6534	0.28	0.6534	0.8083
0.437	9.6190	808	0.6408	0.28	0.6408	0.8005
0.437	9.6429	810	0.6358	0.28	0.6358	0.7974
0.437	9.6667	812	0.6369	0.28	0.6369	0.7981
0.437	9.6905	814	0.6404	0.28	0.6404	0.8003
0.437	9.7143	816	0.6468	0.28	0.6468	0.8042
0.437	9.7381	818	0.6563	0.2780	0.6563	0.8102
0.437	9.7619	820	0.6664	0.2762	0.6664	0.8164
0.437	9.7857	822	0.6750	0.2762	0.6750	0.8216
0.437	9.8095	824	0.6776	0.2762	0.6776	0.8232
0.437	9.8333	826	0.6780	0.2762	0.6780	0.8234
0.437	9.8571	828	0.6793	0.2762	0.6793	0.8242
0.437	9.8810	830	0.6794	0.2762	0.6794	0.8243
0.437	9.9048	832	0.6785	0.2762	0.6785	0.8237
0.437	9.9286	834	0.6780	0.2762	0.6780	0.8234
0.437	9.9524	836	0.6767	0.2762	0.6767	0.8226
0.437	9.9762	838	0.6770	0.2762	0.6770	0.8228
0.437	10.0	840	0.6773	0.2762	0.6773	0.8230

Framework versions

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