ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k16_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: 0.8030
• Qwk: 0.4880
• Mse: 0.8030
• Rmse: 0.8961

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	3.6791	0.0174	3.6791	1.9181
No log	0.0488	4	2.4124	0.0800	2.4124	1.5532
No log	0.0732	6	1.2003	0.1031	1.2003	1.0956
No log	0.0976	8	0.9163	-0.0008	0.9163	0.9573
No log	0.1220	10	0.7648	0.1029	0.7648	0.8745
No log	0.1463	12	0.7519	0.1507	0.7519	0.8671
No log	0.1707	14	0.7491	0.1101	0.7491	0.8655
No log	0.1951	16	0.7632	0.1819	0.7632	0.8736
No log	0.2195	18	0.7765	0.1456	0.7765	0.8812
No log	0.2439	20	0.7728	0.0331	0.7728	0.8791
No log	0.2683	22	0.8495	-0.0436	0.8495	0.9217
No log	0.2927	24	1.1466	-0.0117	1.1466	1.0708
No log	0.3171	26	1.1169	0.0138	1.1169	1.0568
No log	0.3415	28	0.9559	0.0536	0.9559	0.9777
No log	0.3659	30	0.8779	0.0297	0.8779	0.9370
No log	0.3902	32	0.7016	0.2028	0.7016	0.8376
No log	0.4146	34	0.7172	0.1277	0.7172	0.8469
No log	0.4390	36	0.9123	0.1493	0.9123	0.9551
No log	0.4634	38	0.9955	0.1485	0.9955	0.9977
No log	0.4878	40	0.8994	0.1228	0.8994	0.9483
No log	0.5122	42	0.8196	0.1162	0.8196	0.9053
No log	0.5366	44	0.6841	0.2440	0.6841	0.8271
No log	0.5610	46	0.6986	0.2457	0.6986	0.8358
No log	0.5854	48	0.6793	0.2620	0.6793	0.8242
No log	0.6098	50	0.6511	0.3106	0.6511	0.8069
No log	0.6341	52	0.7280	0.2885	0.7280	0.8532
No log	0.6585	54	0.7992	0.2520	0.7992	0.8940
No log	0.6829	56	0.9496	0.1888	0.9496	0.9745
No log	0.7073	58	0.9222	0.2120	0.9222	0.9603
No log	0.7317	60	0.7555	0.3090	0.7555	0.8692
No log	0.7561	62	0.7932	0.2581	0.7932	0.8906
No log	0.7805	64	0.9596	0.1699	0.9596	0.9796
No log	0.8049	66	0.8533	0.2570	0.8533	0.9237
No log	0.8293	68	0.6920	0.3354	0.6920	0.8319
No log	0.8537	70	0.6955	0.3808	0.6955	0.8340
No log	0.8780	72	0.8792	0.3713	0.8792	0.9376
No log	0.9024	74	0.9739	0.3451	0.9739	0.9869
No log	0.9268	76	0.8062	0.3807	0.8062	0.8979
No log	0.9512	78	0.7256	0.5	0.7256	0.8518
No log	0.9756	80	0.7838	0.4453	0.7838	0.8853
No log	1.0	82	0.8446	0.4577	0.8446	0.9190
No log	1.0244	84	1.2230	0.3795	1.2230	1.1059
No log	1.0488	86	1.4214	0.3220	1.4214	1.1922
No log	1.0732	88	1.4096	0.3445	1.4096	1.1873
No log	1.0976	90	1.1136	0.4094	1.1136	1.0553
No log	1.1220	92	0.8974	0.4107	0.8974	0.9473
No log	1.1463	94	1.0952	0.4094	1.0952	1.0465
No log	1.1707	96	1.5650	0.3880	1.5650	1.2510
No log	1.1951	98	1.4459	0.3880	1.4459	1.2024
No log	1.2195	100	0.9171	0.4428	0.9171	0.9577
No log	1.2439	102	0.7910	0.4019	0.7910	0.8894
No log	1.2683	104	0.8547	0.3974	0.8547	0.9245
No log	1.2927	106	1.1115	0.4116	1.1115	1.0543
No log	1.3171	108	1.5499	0.3571	1.5499	1.2449
No log	1.3415	110	1.5023	0.2803	1.5023	1.2257
No log	1.3659	112	1.1990	0.3527	1.1990	1.0950
No log	1.3902	114	0.9894	0.3995	0.9894	0.9947
No log	1.4146	116	1.0974	0.3676	1.0974	1.0476
No log	1.4390	118	1.0140	0.4078	1.0140	1.0070
No log	1.4634	120	1.0063	0.3795	1.0063	1.0032
No log	1.4878	122	1.2566	0.3976	1.2566	1.1210
No log	1.5122	124	1.3237	0.3985	1.3237	1.1505
No log	1.5366	126	0.9499	0.3976	0.9499	0.9746
No log	1.5610	128	0.7226	0.4843	0.7226	0.8501
No log	1.5854	130	0.6864	0.4894	0.6864	0.8285
No log	1.6098	132	0.6779	0.4844	0.6779	0.8234
No log	1.6341	134	0.6649	0.5013	0.6649	0.8154
No log	1.6585	136	0.8343	0.4376	0.8343	0.9134
No log	1.6829	138	0.9420	0.4215	0.9420	0.9706
No log	1.7073	140	0.9132	0.3906	0.9132	0.9556
No log	1.7317	142	0.9960	0.4090	0.9960	0.9980
No log	1.7561	144	1.1461	0.3896	1.1461	1.0705
No log	1.7805	146	1.2867	0.3650	1.2867	1.1343
No log	1.8049	148	1.3310	0.3567	1.3310	1.1537
No log	1.8293	150	1.1178	0.3756	1.1178	1.0573
No log	1.8537	152	0.9651	0.3957	0.9651	0.9824
No log	1.8780	154	1.0158	0.3677	1.0158	1.0079
No log	1.9024	156	1.2480	0.3564	1.2480	1.1171
No log	1.9268	158	1.1483	0.3490	1.1483	1.0716
No log	1.9512	160	0.8650	0.3655	0.8650	0.9301
No log	1.9756	162	0.8306	0.3850	0.8306	0.9114
No log	2.0	164	0.8734	0.3759	0.8734	0.9346
No log	2.0244	166	1.0035	0.3879	1.0035	1.0018
No log	2.0488	168	1.4749	0.3795	1.4749	1.2144
No log	2.0732	170	1.5562	0.3860	1.5562	1.2475
No log	2.0976	172	1.3944	0.3724	1.3944	1.1809
No log	2.1220	174	1.1728	0.3460	1.1728	1.0830
No log	2.1463	176	1.0904	0.3633	1.0904	1.0442
No log	2.1707	178	1.1191	0.3605	1.1191	1.0579
No log	2.1951	180	1.1474	0.3577	1.1474	1.0712
No log	2.2195	182	1.1430	0.3646	1.1430	1.0691
No log	2.2439	184	0.9943	0.3587	0.9943	0.9971
No log	2.2683	186	0.9367	0.3404	0.9367	0.9678
No log	2.2927	188	0.8536	0.3711	0.8536	0.9239
No log	2.3171	190	0.7851	0.4225	0.7851	0.8861
No log	2.3415	192	0.7552	0.4350	0.7552	0.8690
No log	2.3659	194	0.8459	0.4113	0.8459	0.9197
No log	2.3902	196	1.2095	0.3789	1.2095	1.0998
No log	2.4146	198	1.4439	0.3646	1.4439	1.2016
No log	2.4390	200	1.2128	0.3565	1.2128	1.1013
No log	2.4634	202	0.9499	0.4072	0.9499	0.9746
No log	2.4878	204	0.8255	0.4683	0.8255	0.9086
No log	2.5122	206	0.8309	0.4572	0.8309	0.9115
No log	2.5366	208	0.8101	0.4778	0.8101	0.9000
No log	2.5610	210	1.0227	0.4027	1.0227	1.0113
No log	2.5854	212	1.4317	0.3791	1.4317	1.1965
No log	2.6098	214	1.4240	0.3791	1.4240	1.1933
No log	2.6341	216	1.1401	0.3785	1.1401	1.0677
No log	2.6585	218	0.8808	0.4289	0.8808	0.9385
No log	2.6829	220	0.8275	0.4613	0.8275	0.9097
No log	2.7073	222	0.8228	0.4008	0.8228	0.9071
No log	2.7317	224	0.8615	0.3712	0.8615	0.9282
No log	2.7561	226	1.1569	0.3362	1.1569	1.0756
No log	2.7805	228	1.3287	0.3626	1.3287	1.1527
No log	2.8049	230	1.2170	0.3146	1.2170	1.1032
No log	2.8293	232	0.9578	0.3017	0.9578	0.9787
No log	2.8537	234	0.6985	0.4175	0.6985	0.8358
No log	2.8780	236	0.6565	0.4835	0.6565	0.8102
No log	2.9024	238	0.7038	0.4666	0.7038	0.8390
No log	2.9268	240	0.7259	0.4699	0.7259	0.8520
No log	2.9512	242	0.8181	0.4269	0.8181	0.9045
No log	2.9756	244	1.0322	0.3678	1.0322	1.0160
No log	3.0	246	1.1400	0.3876	1.1400	1.0677
No log	3.0244	248	1.2096	0.3931	1.2096	1.0998
No log	3.0488	250	1.2431	0.3934	1.2431	1.1149
No log	3.0732	252	1.1934	0.3838	1.1934	1.0924
No log	3.0976	254	1.2162	0.3647	1.2162	1.1028
No log	3.1220	256	1.3398	0.3805	1.3398	1.1575
No log	3.1463	258	1.5177	0.3674	1.5177	1.2320
No log	3.1707	260	1.4519	0.3596	1.4519	1.2049
No log	3.1951	262	1.2035	0.3635	1.2035	1.0970
No log	3.2195	264	0.9237	0.3906	0.9237	0.9611
No log	3.2439	266	0.9008	0.3923	0.9008	0.9491
No log	3.2683	268	0.9346	0.4085	0.9346	0.9667
No log	3.2927	270	0.9911	0.3973	0.9911	0.9955
No log	3.3171	272	1.1011	0.4011	1.1011	1.0493
No log	3.3415	274	1.2262	0.4127	1.2262	1.1074
No log	3.3659	276	1.1243	0.4145	1.1243	1.0604
No log	3.3902	278	1.0210	0.4167	1.0210	1.0104
No log	3.4146	280	0.8853	0.3812	0.8853	0.9409
No log	3.4390	282	0.9047	0.3958	0.9047	0.9511
No log	3.4634	284	1.0311	0.3957	1.0311	1.0154
No log	3.4878	286	1.2066	0.3517	1.2066	1.0985
No log	3.5122	288	1.1842	0.3517	1.1842	1.0882
No log	3.5366	290	1.0689	0.3679	1.0689	1.0339
No log	3.5610	292	0.9453	0.3626	0.9453	0.9723
No log	3.5854	294	0.7336	0.3983	0.7336	0.8565
No log	3.6098	296	0.6557	0.4967	0.6557	0.8098
No log	3.6341	298	0.6744	0.4967	0.6744	0.8212
No log	3.6585	300	0.7946	0.3997	0.7946	0.8914
No log	3.6829	302	0.9993	0.3888	0.9993	0.9996
No log	3.7073	304	1.0828	0.3942	1.0828	1.0406
No log	3.7317	306	1.0396	0.4066	1.0396	1.0196
No log	3.7561	308	0.8893	0.4592	0.8893	0.9430
No log	3.7805	310	0.7762	0.4662	0.7762	0.8810
No log	3.8049	312	0.8067	0.4879	0.8067	0.8982
No log	3.8293	314	0.7875	0.5142	0.7875	0.8874
No log	3.8537	316	0.8659	0.5026	0.8659	0.9305
No log	3.8780	318	0.9591	0.4388	0.9591	0.9793
No log	3.9024	320	0.8913	0.4936	0.8913	0.9441
No log	3.9268	322	0.8506	0.5026	0.8506	0.9223
No log	3.9512	324	0.8253	0.4937	0.8253	0.9085
No log	3.9756	326	0.8017	0.4976	0.8017	0.8954
No log	4.0	328	0.7728	0.5157	0.7728	0.8791
No log	4.0244	330	0.8296	0.5206	0.8296	0.9108
No log	4.0488	332	0.9647	0.4919	0.9647	0.9822
No log	4.0732	334	1.1014	0.4334	1.1014	1.0495
No log	4.0976	336	1.0624	0.4192	1.0624	1.0307
No log	4.1220	338	1.0000	0.4575	1.0000	1.0000
No log	4.1463	340	1.0161	0.4340	1.0161	1.0080
No log	4.1707	342	0.9944	0.4373	0.9944	0.9972
No log	4.1951	344	0.8842	0.4267	0.8842	0.9403
No log	4.2195	346	0.8320	0.4582	0.8320	0.9121
No log	4.2439	348	0.7951	0.4916	0.7951	0.8917
No log	4.2683	350	0.7635	0.5403	0.7635	0.8738
No log	4.2927	352	0.7677	0.4791	0.7677	0.8762
No log	4.3171	354	0.7616	0.5211	0.7616	0.8727
No log	4.3415	356	0.8209	0.4678	0.8209	0.9060
No log	4.3659	358	1.0323	0.3987	1.0323	1.0160
No log	4.3902	360	1.1453	0.3860	1.1453	1.0702
No log	4.4146	362	1.0339	0.3825	1.0339	1.0168
No log	4.4390	364	0.8495	0.3944	0.8495	0.9217
No log	4.4634	366	0.7722	0.5180	0.7722	0.8787
No log	4.4878	368	0.7669	0.5269	0.7669	0.8757
No log	4.5122	370	0.8052	0.4854	0.8052	0.8973
No log	4.5366	372	0.9112	0.4110	0.9112	0.9546
No log	4.5610	374	0.9650	0.4347	0.9650	0.9823
No log	4.5854	376	1.0817	0.4278	1.0817	1.0400
No log	4.6098	378	1.1972	0.4277	1.1972	1.0941
No log	4.6341	380	1.1729	0.4236	1.1729	1.0830
No log	4.6585	382	1.1165	0.4163	1.1165	1.0566
No log	4.6829	384	0.9167	0.4494	0.9167	0.9575
No log	4.7073	386	0.7877	0.4991	0.7877	0.8875
No log	4.7317	388	0.7720	0.4913	0.7720	0.8786
No log	4.7561	390	0.7900	0.4964	0.7900	0.8888
No log	4.7805	392	0.7498	0.5128	0.7498	0.8659
No log	4.8049	394	0.7577	0.4932	0.7577	0.8705
No log	4.8293	396	0.8097	0.4822	0.8097	0.8998
No log	4.8537	398	0.7728	0.4748	0.7728	0.8791
No log	4.8780	400	0.7279	0.4782	0.7279	0.8532
No log	4.9024	402	0.7014	0.5105	0.7014	0.8375
No log	4.9268	404	0.7117	0.5226	0.7117	0.8436
No log	4.9512	406	0.7613	0.4798	0.7613	0.8725
No log	4.9756	408	0.8012	0.4916	0.8012	0.8951
No log	5.0	410	0.7750	0.4555	0.7750	0.8803
No log	5.0244	412	0.7381	0.4706	0.7381	0.8591
No log	5.0488	414	0.7156	0.5019	0.7156	0.8459
No log	5.0732	416	0.6814	0.4939	0.6814	0.8255
No log	5.0976	418	0.6779	0.4840	0.6779	0.8233
No log	5.1220	420	0.7267	0.5073	0.7267	0.8524
No log	5.1463	422	0.7996	0.5098	0.7996	0.8942
No log	5.1707	424	0.8474	0.4484	0.8474	0.9205
No log	5.1951	426	0.8054	0.4757	0.8054	0.8974
No log	5.2195	428	0.7379	0.4773	0.7379	0.8590
No log	5.2439	430	0.7539	0.4887	0.7539	0.8683
No log	5.2683	432	0.7667	0.4728	0.7667	0.8756
No log	5.2927	434	0.9029	0.4333	0.9029	0.9502
No log	5.3171	436	0.9962	0.4261	0.9962	0.9981
No log	5.3415	438	0.9712	0.4328	0.9712	0.9855
No log	5.3659	440	0.8791	0.4263	0.8791	0.9376
No log	5.3902	442	0.8004	0.4567	0.8004	0.8947
No log	5.4146	444	0.7731	0.4792	0.7731	0.8793
No log	5.4390	446	0.8011	0.4368	0.8011	0.8950
No log	5.4634	448	0.8873	0.4119	0.8873	0.9420
No log	5.4878	450	1.0682	0.3975	1.0682	1.0335
No log	5.5122	452	1.3197	0.3769	1.3197	1.1488
No log	5.5366	454	1.3600	0.3802	1.3600	1.1662
No log	5.5610	456	1.2386	0.3777	1.2386	1.1129
No log	5.5854	458	1.0117	0.3791	1.0117	1.0058
No log	5.6098	460	0.8121	0.4680	0.8121	0.9012
No log	5.6341	462	0.7289	0.4994	0.7289	0.8538
No log	5.6585	464	0.7191	0.4510	0.7191	0.8480
No log	5.6829	466	0.7022	0.4894	0.7022	0.8380
No log	5.7073	468	0.6933	0.5299	0.6933	0.8326
No log	5.7317	470	0.7454	0.4621	0.7454	0.8634
No log	5.7561	472	0.8868	0.3914	0.8868	0.9417
No log	5.7805	474	0.9289	0.3765	0.9289	0.9638
No log	5.8049	476	0.8755	0.3914	0.8755	0.9357
No log	5.8293	478	0.7601	0.4746	0.7601	0.8718
No log	5.8537	480	0.7026	0.4579	0.7026	0.8382
No log	5.8780	482	0.6901	0.5138	0.6901	0.8307
No log	5.9024	484	0.7111	0.4863	0.7111	0.8433
No log	5.9268	486	0.7533	0.4874	0.7533	0.8679
No log	5.9512	488	0.8181	0.4578	0.8181	0.9045
No log	5.9756	490	0.8866	0.4390	0.8866	0.9416
No log	6.0	492	0.9814	0.4233	0.9814	0.9907
No log	6.0244	494	0.9911	0.4153	0.9911	0.9955
No log	6.0488	496	0.9448	0.4085	0.9449	0.9720
No log	6.0732	498	0.8649	0.4192	0.8649	0.9300
0.5231	6.0976	500	0.8213	0.4387	0.8213	0.9063
0.5231	6.1220	502	0.7605	0.4879	0.7605	0.8721
0.5231	6.1463	504	0.7493	0.4879	0.7493	0.8656
0.5231	6.1707	506	0.7877	0.4766	0.7877	0.8875
0.5231	6.1951	508	0.8726	0.3791	0.8726	0.9341
0.5231	6.2195	510	0.9407	0.4262	0.9407	0.9699
0.5231	6.2439	512	1.0028	0.4327	1.0028	1.0014
0.5231	6.2683	514	1.0406	0.3912	1.0406	1.0201
0.5231	6.2927	516	1.0998	0.3916	1.0998	1.0487
0.5231	6.3171	518	1.1174	0.3877	1.1174	1.0571
0.5231	6.3415	520	1.0523	0.3765	1.0523	1.0258
0.5231	6.3659	522	0.9288	0.3765	0.9288	0.9637
0.5231	6.3902	524	0.8270	0.3909	0.8270	0.9094
0.5231	6.4146	526	0.7746	0.4264	0.7746	0.8801
0.5231	6.4390	528	0.7568	0.4658	0.7568	0.8699
0.5231	6.4634	530	0.7600	0.4658	0.7600	0.8718
0.5231	6.4878	532	0.7868	0.4613	0.7868	0.8870
0.5231	6.5122	534	0.8442	0.3972	0.8442	0.9188
0.5231	6.5366	536	0.9323	0.3677	0.9323	0.9655
0.5231	6.5610	538	0.9899	0.3888	0.9899	0.9949
0.5231	6.5854	540	0.9751	0.3907	0.9751	0.9874
0.5231	6.6098	542	0.9194	0.4107	0.9194	0.9589
0.5231	6.6341	544	0.8222	0.4514	0.8222	0.9067
0.5231	6.6585	546	0.7665	0.4640	0.7665	0.8755
0.5231	6.6829	548	0.7501	0.4789	0.7501	0.8661
0.5231	6.7073	550	0.7599	0.4610	0.7599	0.8717
0.5231	6.7317	552	0.8244	0.4608	0.8244	0.9080
0.5231	6.7561	554	0.8885	0.3736	0.8885	0.9426
0.5231	6.7805	556	0.8985	0.3664	0.8985	0.9479
0.5231	6.8049	558	0.8484	0.4005	0.8484	0.9211
0.5231	6.8293	560	0.7663	0.4990	0.7663	0.8754
0.5231	6.8537	562	0.6779	0.4840	0.6779	0.8233
0.5231	6.8780	564	0.6458	0.4990	0.6458	0.8036
0.5231	6.9024	566	0.6476	0.5092	0.6476	0.8048
0.5231	6.9268	568	0.6700	0.4816	0.6700	0.8185
0.5231	6.9512	570	0.7001	0.4953	0.7001	0.8367
0.5231	6.9756	572	0.7471	0.4676	0.7471	0.8644
0.5231	7.0	574	0.8507	0.4629	0.8507	0.9223
0.5231	7.0244	576	0.9921	0.3920	0.9921	0.9961
0.5231	7.0488	578	1.0613	0.3964	1.0613	1.0302
0.5231	7.0732	580	1.0638	0.3894	1.0638	1.0314
0.5231	7.0976	582	1.0073	0.3991	1.0073	1.0036
0.5231	7.1220	584	0.9517	0.3838	0.9517	0.9756
0.5231	7.1463	586	0.8669	0.4057	0.8669	0.9311
0.5231	7.1707	588	0.8271	0.4700	0.8271	0.9094
0.5231	7.1951	590	0.8291	0.4872	0.8291	0.9106
0.5231	7.2195	592	0.8027	0.5021	0.8027	0.8959
0.5231	7.2439	594	0.7750	0.4970	0.7750	0.8803
0.5231	7.2683	596	0.7710	0.4961	0.7710	0.8781
0.5231	7.2927	598	0.8026	0.4967	0.8026	0.8959
0.5231	7.3171	600	0.8585	0.4708	0.8585	0.9265
0.5231	7.3415	602	0.8501	0.4764	0.8501	0.9220
0.5231	7.3659	604	0.7955	0.4795	0.7955	0.8919
0.5231	7.3902	606	0.7452	0.5179	0.7452	0.8632
0.5231	7.4146	608	0.7060	0.5379	0.7060	0.8402
0.5231	7.4390	610	0.6955	0.5131	0.6955	0.8340
0.5231	7.4634	612	0.7335	0.5128	0.7335	0.8564
0.5231	7.4878	614	0.7737	0.5287	0.7737	0.8796
0.5231	7.5122	616	0.7992	0.5048	0.7992	0.8940
0.5231	7.5366	618	0.8132	0.5056	0.8132	0.9018
0.5231	7.5610	620	0.8335	0.5164	0.8335	0.9130
0.5231	7.5854	622	0.8668	0.4521	0.8668	0.9310
0.5231	7.6098	624	0.9233	0.4498	0.9233	0.9609
0.5231	7.6341	626	0.9858	0.4247	0.9858	0.9929
0.5231	7.6585	628	1.0495	0.4187	1.0495	1.0244
0.5231	7.6829	630	1.0555	0.4187	1.0555	1.0274
0.5231	7.7073	632	1.0269	0.4186	1.0269	1.0134
0.5231	7.7317	634	0.9798	0.4310	0.9798	0.9899
0.5231	7.7561	636	0.9637	0.4310	0.9637	0.9817
0.5231	7.7805	638	0.9726	0.4247	0.9726	0.9862
0.5231	7.8049	640	0.9593	0.4247	0.9593	0.9794
0.5231	7.8293	642	0.9502	0.4294	0.9502	0.9748
0.5231	7.8537	644	0.9187	0.4162	0.9187	0.9585
0.5231	7.8780	646	0.9082	0.4140	0.9082	0.9530
0.5231	7.9024	648	0.9245	0.4230	0.9245	0.9615
0.5231	7.9268	650	0.9542	0.4294	0.9542	0.9768
0.5231	7.9512	652	0.9489	0.4247	0.9489	0.9741
0.5231	7.9756	654	0.9465	0.4418	0.9465	0.9729
0.5231	8.0	656	0.9242	0.4480	0.9242	0.9613
0.5231	8.0244	658	0.9085	0.4498	0.9085	0.9531
0.5231	8.0488	660	0.9030	0.4451	0.9030	0.9502
0.5231	8.0732	662	0.9169	0.4451	0.9169	0.9575
0.5231	8.0976	664	0.9574	0.4480	0.9574	0.9784
0.5231	8.1220	666	0.9996	0.4487	0.9996	0.9998
0.5231	8.1463	668	1.0221	0.4485	1.0221	1.0110
0.5231	8.1707	670	1.0285	0.4322	1.0285	1.0142
0.5231	8.1951	672	1.0395	0.4263	1.0395	1.0195
0.5231	8.2195	674	1.0229	0.4309	1.0229	1.0114
0.5231	8.2439	676	0.9900	0.4309	0.9900	0.9950
0.5231	8.2683	678	0.9429	0.4471	0.9429	0.9710
0.5231	8.2927	680	0.9087	0.4348	0.9087	0.9532
0.5231	8.3171	682	0.8864	0.4416	0.8864	0.9415
0.5231	8.3415	684	0.8618	0.4487	0.8618	0.9283
0.5231	8.3659	686	0.8514	0.4544	0.8514	0.9227
0.5231	8.3902	688	0.8354	0.4812	0.8354	0.9140
0.5231	8.4146	690	0.8407	0.4866	0.8407	0.9169
0.5231	8.4390	692	0.8347	0.4640	0.8347	0.9136
0.5231	8.4634	694	0.8392	0.4579	0.8392	0.9161
0.5231	8.4878	696	0.8511	0.4334	0.8511	0.9226
0.5231	8.5122	698	0.8679	0.4451	0.8679	0.9316
0.5231	8.5366	700	0.8768	0.4451	0.8768	0.9364
0.5231	8.5610	702	0.8727	0.4463	0.8727	0.9342
0.5231	8.5854	704	0.8858	0.4519	0.8858	0.9412
0.5231	8.6098	706	0.8896	0.4519	0.8896	0.9432
0.5231	8.6341	708	0.8833	0.4670	0.8833	0.9399
0.5231	8.6585	710	0.8737	0.4612	0.8737	0.9347
0.5231	8.6829	712	0.8790	0.4658	0.8790	0.9376
0.5231	8.7073	714	0.8917	0.4477	0.8917	0.9443
0.5231	8.7317	716	0.8721	0.4599	0.8721	0.9339
0.5231	8.7561	718	0.8525	0.4932	0.8525	0.9233
0.5231	8.7805	720	0.8516	0.4728	0.8516	0.9228
0.5231	8.8049	722	0.8571	0.4728	0.8571	0.9258
0.5231	8.8293	724	0.8564	0.4725	0.8564	0.9254
0.5231	8.8537	726	0.8654	0.4593	0.8654	0.9303
0.5231	8.8780	728	0.8672	0.4597	0.8672	0.9312
0.5231	8.9024	730	0.8665	0.4593	0.8665	0.9309
0.5231	8.9268	732	0.8685	0.4524	0.8685	0.9319
0.5231	8.9512	734	0.8499	0.5061	0.8499	0.9219
0.5231	8.9756	736	0.8304	0.4905	0.8304	0.9113
0.5231	9.0	738	0.8078	0.4905	0.8078	0.8988
0.5231	9.0244	740	0.7946	0.5	0.7946	0.8914
0.5231	9.0488	742	0.7754	0.5078	0.7754	0.8805
0.5231	9.0732	744	0.7745	0.5078	0.7745	0.8800
0.5231	9.0976	746	0.7751	0.5078	0.7751	0.8804
0.5231	9.1220	748	0.7817	0.5	0.7817	0.8841
0.5231	9.1463	750	0.7971	0.5	0.7971	0.8928
0.5231	9.1707	752	0.8086	0.4913	0.8086	0.8992
0.5231	9.1951	754	0.8233	0.4895	0.8233	0.9074
0.5231	9.2195	756	0.8284	0.4895	0.8284	0.9101
0.5231	9.2439	758	0.8315	0.4895	0.8315	0.9119
0.5231	9.2683	760	0.8386	0.4895	0.8386	0.9157
0.5231	9.2927	762	0.8501	0.4745	0.8501	0.9220
0.5231	9.3171	764	0.8578	0.4739	0.8578	0.9262
0.5231	9.3415	766	0.8565	0.4745	0.8565	0.9255
0.5231	9.3659	768	0.8546	0.4751	0.8546	0.9245
0.5231	9.3902	770	0.8465	0.4751	0.8465	0.9200
0.5231	9.4146	772	0.8382	0.4895	0.8382	0.9155
0.5231	9.4390	774	0.8292	0.4835	0.8292	0.9106
0.5231	9.4634	776	0.8213	0.4854	0.8213	0.9063
0.5231	9.4878	778	0.8088	0.5	0.8088	0.8993
0.5231	9.5122	780	0.7990	0.4747	0.7990	0.8939
0.5231	9.5366	782	0.7907	0.4567	0.7907	0.8892
0.5231	9.5610	784	0.7875	0.4567	0.7875	0.8874
0.5231	9.5854	786	0.7834	0.4567	0.7834	0.8851
0.5231	9.6098	788	0.7864	0.4567	0.7864	0.8868
0.5231	9.6341	790	0.7921	0.4547	0.7921	0.8900
0.5231	9.6585	792	0.7930	0.4547	0.7930	0.8905
0.5231	9.6829	794	0.7937	0.4547	0.7937	0.8909
0.5231	9.7073	796	0.7964	0.4547	0.7964	0.8924
0.5231	9.7317	798	0.7981	0.4547	0.7981	0.8934
0.5231	9.7561	800	0.8012	0.4682	0.8012	0.8951
0.5231	9.7805	802	0.8026	0.4682	0.8026	0.8959
0.5231	9.8049	804	0.8026	0.4682	0.8026	0.8959
0.5231	9.8293	806	0.8025	0.4682	0.8025	0.8958
0.5231	9.8537	808	0.8023	0.4682	0.8023	0.8957
0.5231	9.8780	810	0.8020	0.4682	0.8020	0.8955
0.5231	9.9024	812	0.8018	0.4682	0.8018	0.8954
0.5231	9.9268	814	0.8014	0.4682	0.8014	0.8952
0.5231	9.9512	816	0.8022	0.4682	0.8022	0.8957
0.5231	9.9756	818	0.8030	0.4880	0.8030	0.8961
0.5231	10.0	820	0.8030	0.4880	0.8030	0.8961

Framework versions

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