ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k18_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: 0.9507
• Qwk: 0.4827
• Mse: 0.9507
• Rmse: 0.9750

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	0.0220	2	3.7887	0.0231	3.7887	1.9465
No log	0.0440	4	1.8638	0.1014	1.8638	1.3652
No log	0.0659	6	1.0191	0.0569	1.0191	1.0095
No log	0.0879	8	0.7516	0.1724	0.7516	0.8669
No log	0.1099	10	0.7710	0.1284	0.7710	0.8781
No log	0.1319	12	0.7818	0.1610	0.7818	0.8842
No log	0.1538	14	0.7849	0.1456	0.7849	0.8860
No log	0.1758	16	0.9522	0.1442	0.9522	0.9758
No log	0.1978	18	0.9590	0.1819	0.9590	0.9793
No log	0.2198	20	0.8136	0.1819	0.8136	0.9020
No log	0.2418	22	0.6747	0.2159	0.6747	0.8214
No log	0.2637	24	0.6765	0.1824	0.6765	0.8225
No log	0.2857	26	0.6544	0.1715	0.6544	0.8089
No log	0.3077	28	0.6958	0.1299	0.6958	0.8341
No log	0.3297	30	0.9393	0.0772	0.9393	0.9692
No log	0.3516	32	1.1850	0.1115	1.1850	1.0886
No log	0.3736	34	1.1950	0.1651	1.1950	1.0931
No log	0.3956	36	0.7507	0.4056	0.7507	0.8664
No log	0.4176	38	0.7517	0.2797	0.7517	0.8670
No log	0.4396	40	0.8151	0.2430	0.8151	0.9028
No log	0.4615	42	0.5773	0.3325	0.5773	0.7598
No log	0.4835	44	0.6731	0.3740	0.6731	0.8204
No log	0.5055	46	0.6492	0.2642	0.6492	0.8057
No log	0.5275	48	0.5675	0.3826	0.5675	0.7534
No log	0.5495	50	0.6381	0.3452	0.6381	0.7988
No log	0.5714	52	0.6705	0.3781	0.6705	0.8188
No log	0.5934	54	0.6721	0.3723	0.6721	0.8198
No log	0.6154	56	0.6091	0.4724	0.6091	0.7804
No log	0.6374	58	0.8214	0.3073	0.8214	0.9063
No log	0.6593	60	0.9694	0.2035	0.9694	0.9846
No log	0.6813	62	0.9244	0.2981	0.9244	0.9615
No log	0.7033	64	0.6820	0.5199	0.6820	0.8258
No log	0.7253	66	0.8918	0.3506	0.8918	0.9444
No log	0.7473	68	0.9741	0.3188	0.9741	0.9869
No log	0.7692	70	0.7329	0.4002	0.7329	0.8561
No log	0.7912	72	0.5535	0.4532	0.5535	0.7440
No log	0.8132	74	0.8378	0.3676	0.8378	0.9153
No log	0.8352	76	0.9762	0.3255	0.9762	0.9880
No log	0.8571	78	0.7591	0.4283	0.7591	0.8713
No log	0.8791	80	0.6884	0.5091	0.6884	0.8297
No log	0.9011	82	0.6847	0.4587	0.6847	0.8275
No log	0.9231	84	0.7402	0.4650	0.7402	0.8604
No log	0.9451	86	0.9600	0.4851	0.9600	0.9798
No log	0.9670	88	1.1227	0.3709	1.1227	1.0596
No log	0.9890	90	1.1396	0.3634	1.1396	1.0675
No log	1.0110	92	1.1686	0.3655	1.1686	1.0810
No log	1.0330	94	1.3000	0.3062	1.3000	1.1402
No log	1.0549	96	1.3521	0.3388	1.3521	1.1628
No log	1.0769	98	1.1474	0.3855	1.1474	1.0712
No log	1.0989	100	0.8820	0.4427	0.8820	0.9392
No log	1.1209	102	0.7593	0.4179	0.7593	0.8714
No log	1.1429	104	0.7216	0.4053	0.7216	0.8495
No log	1.1648	106	0.9013	0.4546	0.9013	0.9494
No log	1.1868	108	1.1846	0.3862	1.1846	1.0884
No log	1.2088	110	1.1817	0.3719	1.1817	1.0871
No log	1.2308	112	1.0444	0.3891	1.0444	1.0220
No log	1.2527	114	0.9940	0.3860	0.9940	0.9970
No log	1.2747	116	0.9062	0.4078	0.9062	0.9519
No log	1.2967	118	0.9402	0.4301	0.9402	0.9697
No log	1.3187	120	0.9952	0.4330	0.9952	0.9976
No log	1.3407	122	1.0536	0.4153	1.0536	1.0264
No log	1.3626	124	0.9503	0.4836	0.9503	0.9749
No log	1.3846	126	0.9645	0.4729	0.9645	0.9821
No log	1.4066	128	1.0038	0.4392	1.0038	1.0019
No log	1.4286	130	1.0857	0.4146	1.0857	1.0420
No log	1.4505	132	1.2584	0.4305	1.2584	1.1218
No log	1.4725	134	1.0462	0.4466	1.0462	1.0228
No log	1.4945	136	0.9098	0.4836	0.9098	0.9538
No log	1.5165	138	0.9561	0.5037	0.9561	0.9778
No log	1.5385	140	1.2462	0.4241	1.2462	1.1163
No log	1.5604	142	1.8567	0.3411	1.8567	1.3626
No log	1.5824	144	1.7630	0.3512	1.7630	1.3278
No log	1.6044	146	1.2278	0.3933	1.2278	1.1081
No log	1.6264	148	0.8448	0.4998	0.8448	0.9191
No log	1.6484	150	0.7795	0.4781	0.7795	0.8829
No log	1.6703	152	0.8619	0.4937	0.8619	0.9284
No log	1.6923	154	1.1652	0.4345	1.1652	1.0794
No log	1.7143	156	1.2036	0.4406	1.2036	1.0971
No log	1.7363	158	1.0292	0.4412	1.0292	1.0145
No log	1.7582	160	0.9388	0.5023	0.9388	0.9689
No log	1.7802	162	0.9777	0.4842	0.9777	0.9888
No log	1.8022	164	0.9871	0.4686	0.9871	0.9935
No log	1.8242	166	1.2896	0.4362	1.2896	1.1356
No log	1.8462	168	1.3816	0.4085	1.3816	1.1754
No log	1.8681	170	1.1373	0.4615	1.1373	1.0664
No log	1.8901	172	0.9656	0.4977	0.9656	0.9827
No log	1.9121	174	0.9834	0.4775	0.9834	0.9917
No log	1.9341	176	1.1996	0.4060	1.1996	1.0953
No log	1.9560	178	1.5729	0.3642	1.5729	1.2541
No log	1.9780	180	1.7726	0.3021	1.7726	1.3314
No log	2.0	182	1.4900	0.3491	1.4900	1.2206
No log	2.0220	184	0.9483	0.4914	0.9483	0.9738
No log	2.0440	186	0.7003	0.4979	0.7003	0.8368
No log	2.0659	188	0.7600	0.4850	0.7600	0.8718
No log	2.0879	190	0.7404	0.5044	0.7404	0.8605
No log	2.1099	192	0.9347	0.4796	0.9347	0.9668
No log	2.1319	194	1.4699	0.3823	1.4699	1.2124
No log	2.1538	196	1.8133	0.3270	1.8133	1.3466
No log	2.1758	198	1.6474	0.3488	1.6475	1.2835
No log	2.1978	200	1.1769	0.4725	1.1769	1.0849
No log	2.2198	202	0.9154	0.5	0.9154	0.9568
No log	2.2418	204	0.8398	0.4770	0.8398	0.9164
No log	2.2637	206	0.8028	0.5049	0.8028	0.8960
No log	2.2857	208	0.8410	0.4773	0.8410	0.9171
No log	2.3077	210	1.0175	0.4660	1.0175	1.0087
No log	2.3297	212	1.2379	0.4443	1.2379	1.1126
No log	2.3516	214	1.1919	0.4650	1.1919	1.0918
No log	2.3736	216	1.0930	0.4915	1.0930	1.0455
No log	2.3956	218	1.0205	0.4583	1.0205	1.0102
No log	2.4176	220	1.0156	0.4557	1.0156	1.0077
No log	2.4396	222	1.1379	0.4692	1.1379	1.0667
No log	2.4615	224	1.4147	0.4167	1.4147	1.1894
No log	2.4835	226	1.4094	0.3956	1.4094	1.1872
No log	2.5055	228	1.2119	0.4234	1.2119	1.1009
No log	2.5275	230	0.9748	0.4966	0.9748	0.9873
No log	2.5495	232	0.8553	0.5216	0.8553	0.9248
No log	2.5714	234	0.9255	0.5255	0.9255	0.9620
No log	2.5934	236	1.0118	0.4932	1.0118	1.0059
No log	2.6154	238	1.0184	0.4693	1.0184	1.0091
No log	2.6374	240	1.0406	0.4485	1.0406	1.0201
No log	2.6593	242	0.9677	0.4472	0.9677	0.9837
No log	2.6813	244	0.9664	0.4613	0.9664	0.9831
No log	2.7033	246	1.0549	0.4764	1.0549	1.0271
No log	2.7253	248	1.0475	0.4643	1.0475	1.0235
No log	2.7473	250	0.8425	0.5271	0.8425	0.9179
No log	2.7692	252	0.7552	0.4868	0.7552	0.8690
No log	2.7912	254	0.7920	0.5375	0.7920	0.8899
No log	2.8132	256	0.8400	0.5286	0.8400	0.9165
No log	2.8352	258	0.8602	0.4852	0.8602	0.9275
No log	2.8571	260	0.8921	0.4816	0.8921	0.9445
No log	2.8791	262	0.8765	0.5151	0.8765	0.9362
No log	2.9011	264	0.8591	0.5411	0.8591	0.9269
No log	2.9231	266	0.8571	0.5262	0.8571	0.9258
No log	2.9451	268	0.8313	0.4938	0.8313	0.9117
No log	2.9670	270	0.7997	0.5294	0.7997	0.8943
No log	2.9890	272	0.8513	0.4946	0.8513	0.9226
No log	3.0110	274	0.8137	0.5405	0.8137	0.9021
No log	3.0330	276	0.7886	0.54	0.7886	0.8880
No log	3.0549	278	0.7882	0.5395	0.7882	0.8878
No log	3.0769	280	0.8551	0.4775	0.8551	0.9247
No log	3.0989	282	0.8686	0.4961	0.8686	0.9320
No log	3.1209	284	0.8400	0.4852	0.8400	0.9165
No log	3.1429	286	0.8369	0.5178	0.8369	0.9148
No log	3.1648	288	0.8112	0.5601	0.8112	0.9007
No log	3.1868	290	0.8001	0.5723	0.8001	0.8945
No log	3.2088	292	0.8272	0.5279	0.8272	0.9095
No log	3.2308	294	0.8550	0.4790	0.8550	0.9247
No log	3.2527	296	0.8800	0.4920	0.8800	0.9381
No log	3.2747	298	0.8755	0.5064	0.8755	0.9357
No log	3.2967	300	0.9114	0.5060	0.9114	0.9547
No log	3.3187	302	0.9011	0.5005	0.9011	0.9492
No log	3.3407	304	0.9140	0.5058	0.9140	0.9560
No log	3.3626	306	0.8987	0.5133	0.8987	0.9480
No log	3.3846	308	0.9449	0.5164	0.9449	0.9721
No log	3.4066	310	0.9182	0.4906	0.9182	0.9582
No log	3.4286	312	0.9544	0.5059	0.9544	0.9769
No log	3.4505	314	1.0089	0.4775	1.0089	1.0044
No log	3.4725	316	0.9525	0.4750	0.9525	0.9759
No log	3.4945	318	0.8206	0.4906	0.8206	0.9058
No log	3.5165	320	0.8057	0.4944	0.8057	0.8976
No log	3.5385	322	0.8311	0.5115	0.8311	0.9117
No log	3.5604	324	0.9760	0.4388	0.9760	0.9879
No log	3.5824	326	0.9943	0.4388	0.9943	0.9971
No log	3.6044	328	0.8892	0.4602	0.8892	0.9430
No log	3.6264	330	0.7741	0.4758	0.7741	0.8798
No log	3.6484	332	0.8046	0.4956	0.8046	0.8970
No log	3.6703	334	0.9674	0.4947	0.9674	0.9836
No log	3.6923	336	1.0141	0.4917	1.0141	1.0070
No log	3.7143	338	1.0511	0.4802	1.0511	1.0252
No log	3.7363	340	0.8974	0.4825	0.8974	0.9473
No log	3.7582	342	0.8253	0.4833	0.8253	0.9084
No log	3.7802	344	0.7884	0.4983	0.7884	0.8879
No log	3.8022	346	0.8296	0.5031	0.8296	0.9108
No log	3.8242	348	0.8666	0.4864	0.8666	0.9309
No log	3.8462	350	0.8652	0.4856	0.8652	0.9302
No log	3.8681	352	0.8295	0.4715	0.8295	0.9108
No log	3.8901	354	0.8612	0.4921	0.8612	0.9280
No log	3.9121	356	0.9463	0.4828	0.9463	0.9728
No log	3.9341	358	0.9546	0.4718	0.9546	0.9770
No log	3.9560	360	0.9828	0.4718	0.9828	0.9914
No log	3.9780	362	0.9718	0.4711	0.9718	0.9858
No log	4.0	364	0.8933	0.4965	0.8933	0.9451
No log	4.0220	366	0.8167	0.5248	0.8167	0.9037
No log	4.0440	368	0.7841	0.5245	0.7841	0.8855
No log	4.0659	370	0.8072	0.5050	0.8072	0.8985
No log	4.0879	372	0.8504	0.4902	0.8504	0.9222
No log	4.1099	374	0.9195	0.4755	0.9195	0.9589
No log	4.1319	376	1.0853	0.4603	1.0853	1.0418
No log	4.1538	378	1.0860	0.4471	1.0860	1.0421
No log	4.1758	380	0.9643	0.4541	0.9643	0.9820
No log	4.1978	382	0.8996	0.4711	0.8996	0.9485
No log	4.2198	384	0.8683	0.4808	0.8683	0.9318
No log	4.2418	386	0.8081	0.5145	0.8081	0.8989
No log	4.2637	388	0.7863	0.5057	0.7863	0.8867
No log	4.2857	390	0.7558	0.5150	0.7558	0.8693
No log	4.3077	392	0.8117	0.5174	0.8117	0.9010
No log	4.3297	394	0.8135	0.5230	0.8135	0.9020
No log	4.3516	396	0.7414	0.5219	0.7414	0.8610
No log	4.3736	398	0.7500	0.5214	0.7500	0.8660
No log	4.3956	400	0.7607	0.5528	0.7607	0.8722
No log	4.4176	402	0.7291	0.5382	0.7291	0.8539
No log	4.4396	404	0.7288	0.5316	0.7288	0.8537
No log	4.4615	406	0.8010	0.5199	0.8010	0.8950
No log	4.4835	408	0.8726	0.5391	0.8726	0.9341
No log	4.5055	410	0.8615	0.5367	0.8615	0.9282
No log	4.5275	412	0.8912	0.5237	0.8912	0.9440
No log	4.5495	414	0.8032	0.5061	0.8032	0.8962
No log	4.5714	416	0.6733	0.5620	0.6733	0.8205
No log	4.5934	418	0.6459	0.5954	0.6459	0.8037
No log	4.6154	420	0.7155	0.5673	0.7155	0.8458
No log	4.6374	422	0.7769	0.5570	0.7769	0.8814
No log	4.6593	424	0.8490	0.5616	0.8490	0.9214
No log	4.6813	426	0.9211	0.5447	0.9211	0.9597
No log	4.7033	428	0.8886	0.5241	0.8886	0.9427
No log	4.7253	430	0.8141	0.4873	0.8141	0.9023
No log	4.7473	432	0.8253	0.4991	0.8253	0.9085
No log	4.7692	434	0.8522	0.4964	0.8522	0.9232
No log	4.7912	436	0.8796	0.5099	0.8796	0.9379
No log	4.8132	438	0.8749	0.5099	0.8749	0.9354
No log	4.8352	440	0.9142	0.5200	0.9142	0.9561
No log	4.8571	442	0.8953	0.5160	0.8953	0.9462
No log	4.8791	444	0.8762	0.5125	0.8762	0.9360
No log	4.9011	446	0.8163	0.5095	0.8163	0.9035
No log	4.9231	448	0.8157	0.5095	0.8157	0.9032
No log	4.9451	450	0.9000	0.5304	0.9000	0.9487
No log	4.9670	452	1.0269	0.5012	1.0269	1.0134
No log	4.9890	454	1.0148	0.5012	1.0148	1.0074
No log	5.0110	456	1.0668	0.5006	1.0668	1.0329
No log	5.0330	458	1.0581	0.5012	1.0581	1.0287
No log	5.0549	460	1.0806	0.4914	1.0806	1.0395
No log	5.0769	462	1.0348	0.4984	1.0348	1.0172
No log	5.0989	464	0.9090	0.5169	0.9090	0.9534
No log	5.1209	466	0.7721	0.5544	0.7721	0.8787
No log	5.1429	468	0.7071	0.6107	0.7071	0.8409
No log	5.1648	470	0.7240	0.5824	0.7240	0.8509
No log	5.1868	472	0.8533	0.5334	0.8533	0.9237
No log	5.2088	474	0.9746	0.4976	0.9746	0.9872
No log	5.2308	476	0.9492	0.5168	0.9492	0.9743
No log	5.2527	478	0.8438	0.5297	0.8438	0.9186
No log	5.2747	480	0.7906	0.5376	0.7906	0.8891
No log	5.2967	482	0.7986	0.5323	0.7986	0.8936
No log	5.3187	484	0.8679	0.5262	0.8679	0.9316
No log	5.3407	486	1.0216	0.4912	1.0216	1.0107
No log	5.3626	488	1.1684	0.4650	1.1684	1.0809
No log	5.3846	490	1.2712	0.4372	1.2712	1.1275
No log	5.4066	492	1.1739	0.4462	1.1739	1.0835
No log	5.4286	494	1.0337	0.5058	1.0337	1.0167
No log	5.4505	496	0.9238	0.5118	0.9238	0.9611
No log	5.4725	498	0.8454	0.5083	0.8454	0.9194
0.5267	5.4945	500	0.8527	0.5083	0.8527	0.9234
0.5267	5.5165	502	0.8932	0.5123	0.8932	0.9451
0.5267	5.5385	504	0.8589	0.5166	0.8589	0.9267
0.5267	5.5604	506	0.8020	0.5189	0.8020	0.8956
0.5267	5.5824	508	0.8168	0.5239	0.8168	0.9038
0.5267	5.6044	510	0.8960	0.5159	0.8960	0.9466
0.5267	5.6264	512	1.0397	0.4876	1.0397	1.0196
0.5267	5.6484	514	1.1628	0.4340	1.1628	1.0783
0.5267	5.6703	516	1.1956	0.4115	1.1956	1.0934
0.5267	5.6923	518	1.1053	0.4479	1.1053	1.0513
0.5267	5.7143	520	0.9322	0.5297	0.9322	0.9655
0.5267	5.7363	522	0.8064	0.5246	0.8064	0.8980
0.5267	5.7582	524	0.7642	0.4997	0.7642	0.8742
0.5267	5.7802	526	0.7495	0.4914	0.7495	0.8657
0.5267	5.8022	528	0.7756	0.4931	0.7756	0.8807
0.5267	5.8242	530	0.9044	0.4979	0.9044	0.9510
0.5267	5.8462	532	1.1086	0.4825	1.1086	1.0529
0.5267	5.8681	534	1.1868	0.4708	1.1868	1.0894
0.5267	5.8901	536	1.2191	0.4708	1.2191	1.1041
0.5267	5.9121	538	1.1560	0.4714	1.1560	1.0752
0.5267	5.9341	540	1.1408	0.4661	1.1408	1.0681
0.5267	5.9560	542	1.0181	0.5094	1.0181	1.0090
0.5267	5.9780	544	0.9338	0.4996	0.9338	0.9663
0.5267	6.0	546	0.9492	0.4976	0.9492	0.9743
0.5267	6.0220	548	1.0157	0.5096	1.0157	1.0078
0.5267	6.0440	550	0.9945	0.5038	0.9945	0.9972
0.5267	6.0659	552	0.9642	0.5096	0.9642	0.9819
0.5267	6.0879	554	0.9876	0.5038	0.9876	0.9938
0.5267	6.1099	556	0.9340	0.4962	0.9340	0.9665
0.5267	6.1319	558	0.8641	0.5364	0.8641	0.9296
0.5267	6.1538	560	0.7921	0.5375	0.7921	0.8900
0.5267	6.1758	562	0.7221	0.4958	0.7221	0.8498
0.5267	6.1978	564	0.7061	0.5049	0.7061	0.8403
0.5267	6.2198	566	0.7296	0.4822	0.7296	0.8541
0.5267	6.2418	568	0.8022	0.5267	0.8022	0.8956
0.5267	6.2637	570	0.9099	0.5409	0.9099	0.9539
0.5267	6.2857	572	0.9498	0.5248	0.9498	0.9746
0.5267	6.3077	574	0.9522	0.5208	0.9522	0.9758
0.5267	6.3297	576	0.8904	0.5444	0.8904	0.9436
0.5267	6.3516	578	0.7897	0.4995	0.7897	0.8886
0.5267	6.3736	580	0.7565	0.5169	0.7565	0.8697
0.5267	6.3956	582	0.7868	0.5221	0.7868	0.8870
0.5267	6.4176	584	0.8375	0.5257	0.8375	0.9152
0.5267	6.4396	586	0.8281	0.5222	0.8281	0.9100
0.5267	6.4615	588	0.7811	0.5155	0.7811	0.8838
0.5267	6.4835	590	0.7815	0.5167	0.7815	0.8840
0.5267	6.5055	592	0.8148	0.5185	0.8148	0.9027
0.5267	6.5275	594	0.8472	0.5099	0.8472	0.9205
0.5267	6.5495	596	0.9070	0.5336	0.9070	0.9524
0.5267	6.5714	598	0.9292	0.5268	0.9292	0.9640
0.5267	6.5934	600	0.9346	0.5261	0.9346	0.9667
0.5267	6.6154	602	0.9051	0.5448	0.9051	0.9514
0.5267	6.6374	604	0.8173	0.5218	0.8173	0.9041
0.5267	6.6593	606	0.7901	0.5247	0.7901	0.8889
0.5267	6.6813	608	0.7621	0.5102	0.7621	0.8730
0.5267	6.7033	610	0.7834	0.5171	0.7834	0.8851
0.5267	6.7253	612	0.8734	0.5140	0.8734	0.9346
0.5267	6.7473	614	0.9334	0.5065	0.9334	0.9661
0.5267	6.7692	616	1.0381	0.4833	1.0381	1.0189
0.5267	6.7912	618	1.0619	0.4969	1.0619	1.0305
0.5267	6.8132	620	1.0107	0.4944	1.0107	1.0054
0.5267	6.8352	622	0.9019	0.4938	0.9019	0.9497
0.5267	6.8571	624	0.8425	0.5333	0.8425	0.9179
0.5267	6.8791	626	0.7931	0.5162	0.7931	0.8906
0.5267	6.9011	628	0.7860	0.5081	0.7860	0.8866
0.5267	6.9231	630	0.8180	0.5211	0.8180	0.9045
0.5267	6.9451	632	0.9237	0.5002	0.9237	0.9611
0.5267	6.9670	634	1.0794	0.5029	1.0794	1.0389
0.5267	6.9890	636	1.2525	0.4148	1.2525	1.1191
0.5267	7.0110	638	1.3438	0.3924	1.3438	1.1592
0.5267	7.0330	640	1.3253	0.4034	1.3253	1.1512
0.5267	7.0549	642	1.2613	0.4223	1.2613	1.1231
0.5267	7.0769	644	1.1111	0.4651	1.1111	1.0541
0.5267	7.0989	646	0.9634	0.4969	0.9634	0.9816
0.5267	7.1209	648	0.8937	0.5226	0.8937	0.9454
0.5267	7.1429	650	0.8931	0.5226	0.8931	0.9450
0.5267	7.1648	652	0.9447	0.5027	0.9447	0.9719
0.5267	7.1868	654	1.0338	0.5029	1.0338	1.0168
0.5267	7.2088	656	1.1088	0.4624	1.1088	1.0530
0.5267	7.2308	658	1.1235	0.4674	1.1235	1.0600
0.5267	7.2527	660	1.1194	0.4579	1.1194	1.0580
0.5267	7.2747	662	1.1122	0.4579	1.1122	1.0546
0.5267	7.2967	664	1.0648	0.4627	1.0648	1.0319
0.5267	7.3187	666	0.9788	0.5077	0.9788	0.9893
0.5267	7.3407	668	0.8752	0.5334	0.8752	0.9355
0.5267	7.3626	670	0.8313	0.5272	0.8313	0.9118
0.5267	7.3846	672	0.8026	0.5143	0.8026	0.8959
0.5267	7.4066	674	0.8148	0.5143	0.8148	0.9027
0.5267	7.4286	676	0.8791	0.5220	0.8791	0.9376
0.5267	7.4505	678	0.9513	0.4975	0.9513	0.9754
0.5267	7.4725	680	1.0544	0.4579	1.0544	1.0268
0.5267	7.4945	682	1.1501	0.4381	1.1501	1.0724
0.5267	7.5165	684	1.1850	0.4250	1.1850	1.0886
0.5267	7.5385	686	1.1322	0.4628	1.1322	1.0641
0.5267	7.5604	688	1.0140	0.4901	1.0140	1.0070
0.5267	7.5824	690	0.9101	0.5307	0.9101	0.9540
0.5267	7.6044	692	0.8806	0.4945	0.8806	0.9384
0.5267	7.6264	694	0.8847	0.5103	0.8847	0.9406
0.5267	7.6484	696	0.9148	0.5202	0.9148	0.9564
0.5267	7.6703	698	0.9422	0.5189	0.9422	0.9706
0.5267	7.6923	700	0.9509	0.5172	0.9509	0.9751
0.5267	7.7143	702	0.9627	0.4936	0.9627	0.9812
0.5267	7.7363	704	0.9426	0.5094	0.9426	0.9709
0.5267	7.7582	706	0.9252	0.5112	0.9252	0.9619
0.5267	7.7802	708	0.9311	0.4886	0.9311	0.9649
0.5267	7.8022	710	0.8938	0.5129	0.8938	0.9454
0.5267	7.8242	712	0.8525	0.5150	0.8525	0.9233
0.5267	7.8462	714	0.8490	0.5101	0.8490	0.9214
0.5267	7.8681	716	0.8850	0.5150	0.8850	0.9407
0.5267	7.8901	718	0.9236	0.4886	0.9236	0.9611
0.5267	7.9121	720	0.9904	0.4860	0.9904	0.9952
0.5267	7.9341	722	1.0292	0.4793	1.0292	1.0145
0.5267	7.9560	724	1.0390	0.4835	1.0390	1.0193
0.5267	7.9780	726	0.9895	0.4798	0.9895	0.9947
0.5267	8.0	728	0.9166	0.5112	0.9166	0.9574
0.5267	8.0220	730	0.8546	0.5402	0.8546	0.9245
0.5267	8.0440	732	0.8444	0.5377	0.8444	0.9189
0.5267	8.0659	734	0.8505	0.5377	0.8505	0.9222
0.5267	8.0879	736	0.8909	0.5385	0.8909	0.9439
0.5267	8.1099	738	0.9596	0.4877	0.9596	0.9796
0.5267	8.1319	740	1.0176	0.4901	1.0176	1.0088
0.5267	8.1538	742	1.0424	0.4939	1.0424	1.0210
0.5267	8.1758	744	1.0713	0.4681	1.0713	1.0350
0.5267	8.1978	746	1.0868	0.4681	1.0868	1.0425
0.5267	8.2198	748	1.0594	0.4879	1.0594	1.0293
0.5267	8.2418	750	0.9815	0.5013	0.9815	0.9907
0.5267	8.2637	752	0.9137	0.5287	0.9137	0.9559
0.5267	8.2857	754	0.8784	0.5380	0.8784	0.9372
0.5267	8.3077	756	0.8836	0.5317	0.8836	0.9400
0.5267	8.3297	758	0.8659	0.5317	0.8659	0.9305
0.5267	8.3516	760	0.8540	0.5342	0.8540	0.9241
0.5267	8.3736	762	0.8643	0.5321	0.8643	0.9297
0.5267	8.3956	764	0.9076	0.5104	0.9076	0.9527
0.5267	8.4176	766	0.9782	0.4813	0.9782	0.9890
0.5267	8.4396	768	1.0371	0.4797	1.0371	1.0184
0.5267	8.4615	770	1.0536	0.4584	1.0536	1.0264
0.5267	8.4835	772	1.0377	0.4797	1.0377	1.0187
0.5267	8.5055	774	0.9970	0.4861	0.9970	0.9985
0.5267	8.5275	776	0.9821	0.4813	0.9821	0.9910
0.5267	8.5495	778	0.9803	0.4813	0.9803	0.9901
0.5267	8.5714	780	0.9884	0.4861	0.9884	0.9942
0.5267	8.5934	782	0.9792	0.4861	0.9792	0.9895
0.5267	8.6154	784	0.9588	0.4813	0.9588	0.9792
0.5267	8.6374	786	0.9133	0.5048	0.9133	0.9557
0.5267	8.6593	788	0.8681	0.5382	0.8681	0.9317
0.5267	8.6813	790	0.8511	0.5446	0.8511	0.9225
0.5267	8.7033	792	0.8414	0.5480	0.8414	0.9173
0.5267	8.7253	794	0.8603	0.5446	0.8603	0.9275
0.5267	8.7473	796	0.8919	0.5364	0.8919	0.9444
0.5267	8.7692	798	0.9436	0.4932	0.9436	0.9714
0.5267	8.7912	800	1.0181	0.4951	1.0181	1.0090
0.5267	8.8132	802	1.1052	0.4634	1.1052	1.0513
0.5267	8.8352	804	1.1614	0.4394	1.1614	1.0777
0.5267	8.8571	806	1.1804	0.4341	1.1804	1.0865
0.5267	8.8791	808	1.1688	0.4341	1.1688	1.0811
0.5267	8.9011	810	1.1474	0.4341	1.1474	1.0712
0.5267	8.9231	812	1.0990	0.4533	1.0990	1.0483
0.5267	8.9451	814	1.0472	0.4590	1.0472	1.0233
0.5267	8.9670	816	0.9984	0.4918	0.9984	0.9992
0.5267	8.9890	818	0.9547	0.4932	0.9547	0.9771
0.5267	9.0110	820	0.9176	0.5002	0.9176	0.9579
0.5267	9.0330	822	0.8962	0.5297	0.8962	0.9467
0.5267	9.0549	824	0.9012	0.5297	0.9012	0.9493
0.5267	9.0769	826	0.9174	0.4956	0.9174	0.9578
0.5267	9.0989	828	0.9372	0.4932	0.9372	0.9681
0.5267	9.1209	830	0.9521	0.4874	0.9521	0.9757
0.5267	9.1429	832	0.9672	0.4874	0.9672	0.9835
0.5267	9.1648	834	0.9792	0.4874	0.9792	0.9896
0.5267	9.1868	836	0.9918	0.4918	0.9918	0.9959
0.5267	9.2088	838	0.9998	0.4808	0.9998	0.9999
0.5267	9.2308	840	0.9866	0.4918	0.9866	0.9933
0.5267	9.2527	842	0.9780	0.4874	0.9780	0.9890
0.5267	9.2747	844	0.9703	0.4874	0.9703	0.9850
0.5267	9.2967	846	0.9724	0.4874	0.9724	0.9861
0.5267	9.3187	848	0.9805	0.4918	0.9805	0.9902
0.5267	9.3407	850	0.9715	0.4872	0.9715	0.9856
0.5267	9.3626	852	0.9638	0.4827	0.9638	0.9817
0.5267	9.3846	854	0.9552	0.4883	0.9552	0.9773
0.5267	9.4066	856	0.9518	0.4883	0.9518	0.9756
0.5267	9.4286	858	0.9372	0.4883	0.9372	0.9681
0.5267	9.4505	860	0.9201	0.4995	0.9200	0.9592
0.5267	9.4725	862	0.9012	0.4956	0.9012	0.9493
0.5267	9.4945	864	0.8948	0.5179	0.8948	0.9459
0.5267	9.5165	866	0.8908	0.5179	0.8908	0.9438
0.5267	9.5385	868	0.8941	0.5179	0.8941	0.9456
0.5267	9.5604	870	0.8975	0.5179	0.8975	0.9474
0.5267	9.5824	872	0.9051	0.4956	0.9051	0.9514
0.5267	9.6044	874	0.9063	0.4956	0.9063	0.9520
0.5267	9.6264	876	0.9113	0.4956	0.9113	0.9546
0.5267	9.6484	878	0.9162	0.4956	0.9162	0.9572
0.5267	9.6703	880	0.9233	0.4883	0.9233	0.9609
0.5267	9.6923	882	0.9308	0.4883	0.9308	0.9648
0.5267	9.7143	884	0.9359	0.4883	0.9359	0.9674
0.5267	9.7363	886	0.9444	0.4883	0.9444	0.9718
0.5267	9.7582	888	0.9512	0.4827	0.9512	0.9753
0.5267	9.7802	890	0.9534	0.4827	0.9534	0.9764
0.5267	9.8022	892	0.9522	0.4827	0.9522	0.9758
0.5267	9.8242	894	0.9505	0.4827	0.9505	0.9749
0.5267	9.8462	896	0.9526	0.4827	0.9526	0.9760
0.5267	9.8681	898	0.9534	0.4827	0.9534	0.9764
0.5267	9.8901	900	0.9534	0.4827	0.9534	0.9764
0.5267	9.9121	902	0.9529	0.4827	0.9529	0.9762
0.5267	9.9341	904	0.9523	0.4827	0.9523	0.9759
0.5267	9.9560	906	0.9522	0.4827	0.9522	0.9758
0.5267	9.9780	908	0.9513	0.4827	0.9513	0.9754
0.5267	10.0	910	0.9507	0.4827	0.9507	0.9750

Framework versions

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