ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task1_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: 0.6886
• Qwk: 0.7259
• Mse: 0.6886
• Rmse: 0.8298

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0225	2	6.9666	0.0056	6.9666	2.6394
No log	0.0449	4	4.7904	0.0669	4.7904	2.1887
No log	0.0674	6	3.4116	0.0108	3.4116	1.8471
No log	0.0899	8	3.3271	0.0114	3.3271	1.8240
No log	0.1124	10	2.3796	0.0635	2.3796	1.5426
No log	0.1348	12	2.1598	0.0813	2.1598	1.4696
No log	0.1573	14	2.3907	0.1727	2.3907	1.5462
No log	0.1798	16	2.3342	0.1594	2.3342	1.5278
No log	0.2022	18	1.9628	0.1805	1.9628	1.4010
No log	0.2247	20	1.9409	0.3158	1.9409	1.3931
No log	0.2472	22	2.1314	0.2044	2.1314	1.4599
No log	0.2697	24	2.0991	0.2044	2.0991	1.4488
No log	0.2921	26	1.9004	0.3158	1.9004	1.3785
No log	0.3146	28	1.7475	0.2901	1.7475	1.3219
No log	0.3371	30	1.8848	0.3401	1.8848	1.3729
No log	0.3596	32	1.7416	0.2963	1.7416	1.3197
No log	0.3820	34	1.6027	0.3359	1.6027	1.2660
No log	0.4045	36	1.5465	0.3089	1.5465	1.2436
No log	0.4270	38	1.5380	0.3566	1.5380	1.2401
No log	0.4494	40	1.8027	0.3472	1.8027	1.3426
No log	0.4719	42	2.0724	0.3165	2.0724	1.4396
No log	0.4944	44	1.7677	0.3624	1.7677	1.3296
No log	0.5169	46	1.3519	0.3636	1.3519	1.1627
No log	0.5393	48	1.2894	0.3186	1.2894	1.1355
No log	0.5618	50	1.2013	0.4538	1.2013	1.0960
No log	0.5843	52	1.1782	0.4839	1.1782	1.0855
No log	0.6067	54	1.5307	0.4654	1.5307	1.2372
No log	0.6292	56	2.9282	0.3551	2.9282	1.7112
No log	0.6517	58	3.5352	0.2530	3.5352	1.8802
No log	0.6742	60	2.5199	0.3575	2.5199	1.5874
No log	0.6966	62	1.3908	0.5839	1.3908	1.1793
No log	0.7191	64	1.1527	0.5072	1.1527	1.0736
No log	0.7416	66	1.0828	0.5185	1.0828	1.0406
No log	0.7640	68	1.1011	0.5156	1.1011	1.0493
No log	0.7865	70	1.1903	0.4818	1.1903	1.0910
No log	0.8090	72	1.5196	0.4648	1.5196	1.2327
No log	0.8315	74	1.9223	0.4051	1.9223	1.3865
No log	0.8539	76	2.0152	0.3375	2.0152	1.4196
No log	0.8764	78	1.8275	0.3553	1.8275	1.3518
No log	0.8989	80	1.6936	0.4490	1.6936	1.3014
No log	0.9213	82	1.5810	0.4865	1.5810	1.2574
No log	0.9438	84	1.6277	0.4768	1.6277	1.2758
No log	0.9663	86	2.0590	0.3721	2.0590	1.4349
No log	0.9888	88	2.5531	0.3169	2.5531	1.5978
No log	1.0112	90	2.2238	0.3390	2.2238	1.4912
No log	1.0337	92	1.5946	0.4258	1.5946	1.2628
No log	1.0562	94	1.2780	0.5571	1.2780	1.1305
No log	1.0787	96	1.1640	0.5588	1.1640	1.0789
No log	1.1011	98	1.1295	0.5588	1.1295	1.0628
No log	1.1236	100	1.1429	0.5775	1.1429	1.0691
No log	1.1461	102	1.1609	0.6093	1.1609	1.0774
No log	1.1685	104	1.2234	0.6013	1.2234	1.1061
No log	1.1910	106	1.2165	0.5867	1.2165	1.1030
No log	1.2135	108	1.0835	0.6122	1.0835	1.0409
No log	1.2360	110	0.9695	0.625	0.9695	0.9846
No log	1.2584	112	0.8755	0.6667	0.8755	0.9357
No log	1.2809	114	0.8473	0.6525	0.8473	0.9205
No log	1.3034	116	0.8519	0.6525	0.8519	0.9230
No log	1.3258	118	0.8616	0.6197	0.8616	0.9282
No log	1.3483	120	0.9303	0.6259	0.9303	0.9645
No log	1.3708	122	0.9498	0.5714	0.9498	0.9746
No log	1.3933	124	0.9115	0.5758	0.9115	0.9547
No log	1.4157	126	0.9218	0.5865	0.9218	0.9601
No log	1.4382	128	0.9598	0.6131	0.9598	0.9797
No log	1.4607	130	1.0028	0.5942	1.0028	1.0014
No log	1.4831	132	1.0032	0.6316	1.0032	1.0016
No log	1.5056	134	1.0044	0.6788	1.0044	1.0022
No log	1.5281	136	0.9101	0.6832	0.9101	0.9540
No log	1.5506	138	0.7305	0.72	0.7305	0.8547
No log	1.5730	140	0.7405	0.7448	0.7405	0.8605
No log	1.5955	142	0.8197	0.7429	0.8197	0.9054
No log	1.6180	144	0.7620	0.75	0.7620	0.8730
No log	1.6404	146	0.7393	0.6939	0.7393	0.8599
No log	1.6629	148	0.8793	0.6538	0.8793	0.9377
No log	1.6854	150	1.1176	0.6590	1.1176	1.0572
No log	1.7079	152	1.0644	0.6590	1.0644	1.0317
No log	1.7303	154	0.9486	0.6667	0.9486	0.9740
No log	1.7528	156	0.8699	0.6752	0.8699	0.9327
No log	1.7753	158	0.8219	0.6842	0.8219	0.9066
No log	1.7978	160	0.7967	0.6939	0.7967	0.8926
No log	1.8202	162	0.7503	0.7432	0.7503	0.8662
No log	1.8427	164	0.7756	0.7261	0.7756	0.8807
No log	1.8652	166	0.8074	0.7261	0.8074	0.8986
No log	1.8876	168	0.9321	0.6335	0.9321	0.9654
No log	1.9101	170	1.0138	0.6380	1.0138	1.0069
No log	1.9326	172	1.5067	0.5730	1.5067	1.2275
No log	1.9551	174	2.3058	0.4078	2.3058	1.5185
No log	1.9775	176	1.8914	0.4949	1.8914	1.3753
No log	2.0	178	1.2016	0.6369	1.2016	1.0962
No log	2.0225	180	0.8437	0.6752	0.8437	0.9185
No log	2.0449	182	0.7200	0.7619	0.7200	0.8486
No log	2.0674	184	0.7073	0.7733	0.7073	0.8410
No log	2.0899	186	0.7143	0.7534	0.7143	0.8452
No log	2.1124	188	0.7846	0.7391	0.7846	0.8858
No log	2.1348	190	0.8115	0.7194	0.8115	0.9008
No log	2.1573	192	0.7858	0.7429	0.7858	0.8865
No log	2.1798	194	0.7961	0.6522	0.7961	0.8922
No log	2.2022	196	0.8321	0.6712	0.8321	0.9122
No log	2.2247	198	0.7860	0.7143	0.7860	0.8866
No log	2.2472	200	0.8072	0.7183	0.8072	0.8984
No log	2.2697	202	0.7927	0.7183	0.7927	0.8903
No log	2.2921	204	0.8859	0.6667	0.8859	0.9412
No log	2.3146	206	1.0202	0.6706	1.0202	1.0100
No log	2.3371	208	0.9160	0.6447	0.9160	0.9571
No log	2.3596	210	0.8414	0.6383	0.8414	0.9173
No log	2.3820	212	0.8147	0.7183	0.8147	0.9026
No log	2.4045	214	0.7942	0.7172	0.7942	0.8912
No log	2.4270	216	0.7843	0.7034	0.7843	0.8856
No log	2.4494	218	0.7667	0.7222	0.7667	0.8756
No log	2.4719	220	0.7873	0.6571	0.7873	0.8873
No log	2.4944	222	0.8233	0.6573	0.8233	0.9074
No log	2.5169	224	0.9283	0.6286	0.9283	0.9635
No log	2.5393	226	1.0368	0.5429	1.0368	1.0182
No log	2.5618	228	0.9384	0.5522	0.9384	0.9687
No log	2.5843	230	0.8328	0.7153	0.8328	0.9126
No log	2.6067	232	0.9430	0.5778	0.9430	0.9711
No log	2.6292	234	1.0086	0.5735	1.0086	1.0043
No log	2.6517	236	0.9018	0.6667	0.9018	0.9496
No log	2.6742	238	0.7706	0.7432	0.7706	0.8778
No log	2.6966	240	0.8580	0.6626	0.8580	0.9263
No log	2.7191	242	0.9506	0.6627	0.9506	0.9750
No log	2.7416	244	0.8838	0.6626	0.8838	0.9401
No log	2.7640	246	0.7601	0.7333	0.7601	0.8718
No log	2.7865	248	0.7552	0.7310	0.7552	0.8690
No log	2.8090	250	0.8015	0.6536	0.8015	0.8953
No log	2.8315	252	0.9933	0.6456	0.9933	0.9967
No log	2.8539	254	1.0561	0.6854	1.0561	1.0277
No log	2.8764	256	0.9327	0.6707	0.9327	0.9658
No log	2.8989	258	0.7352	0.7067	0.7352	0.8574
No log	2.9213	260	0.7131	0.7448	0.7131	0.8445
No log	2.9438	262	0.7492	0.7211	0.7492	0.8656
No log	2.9663	264	0.7601	0.7172	0.7601	0.8719
No log	2.9888	266	0.7267	0.7034	0.7267	0.8525
No log	3.0112	268	0.7523	0.72	0.7523	0.8674
No log	3.0337	270	0.7651	0.72	0.7651	0.8747
No log	3.0562	272	0.7629	0.6944	0.7629	0.8734
No log	3.0787	274	0.7584	0.7034	0.7584	0.8708
No log	3.1011	276	0.7909	0.7320	0.7909	0.8893
No log	3.1236	278	0.7518	0.7172	0.7518	0.8671
No log	3.1461	280	0.7388	0.7353	0.7388	0.8596
No log	3.1685	282	0.8640	0.7015	0.8640	0.9295
No log	3.1910	284	0.9051	0.6519	0.9051	0.9514
No log	3.2135	286	0.8219	0.7111	0.8219	0.9066
No log	3.2360	288	0.7292	0.6667	0.7292	0.8539
No log	3.2584	290	0.8205	0.6757	0.8205	0.9058
No log	3.2809	292	0.8760	0.6541	0.8760	0.9359
No log	3.3034	294	0.8021	0.6832	0.8021	0.8956
No log	3.3258	296	0.8031	0.6946	0.8031	0.8962
No log	3.3483	298	0.7044	0.7742	0.7044	0.8393
No log	3.3708	300	0.6962	0.7310	0.6962	0.8344
No log	3.3933	302	0.7466	0.7194	0.7466	0.8640
No log	3.4157	304	0.7188	0.7286	0.7188	0.8478
No log	3.4382	306	0.6914	0.75	0.6914	0.8315
No log	3.4607	308	0.6684	0.7785	0.6684	0.8176
No log	3.4831	310	0.6329	0.7974	0.6329	0.7955
No log	3.5056	312	0.6711	0.7568	0.6711	0.8192
No log	3.5281	314	0.7100	0.7692	0.7100	0.8426
No log	3.5506	316	0.7002	0.7550	0.7002	0.8368
No log	3.5730	318	0.7122	0.7484	0.7122	0.8439
No log	3.5955	320	0.7644	0.7273	0.7644	0.8743
No log	3.6180	322	0.7373	0.7285	0.7373	0.8587
No log	3.6404	324	0.7096	0.7432	0.7096	0.8423
No log	3.6629	326	0.7279	0.6861	0.7279	0.8531
No log	3.6854	328	0.7490	0.7286	0.7490	0.8654
No log	3.7079	330	0.7214	0.7286	0.7214	0.8494
No log	3.7303	332	0.6763	0.7482	0.6763	0.8224
No log	3.7528	334	0.6726	0.7143	0.6726	0.8202
No log	3.7753	336	0.6968	0.6715	0.6968	0.8347
No log	3.7978	338	0.7329	0.6857	0.7329	0.8561
No log	3.8202	340	0.7464	0.6715	0.7464	0.8639
No log	3.8427	342	0.7236	0.6857	0.7236	0.8507
No log	3.8652	344	0.6947	0.7568	0.6947	0.8335
No log	3.8876	346	0.6724	0.7692	0.6724	0.8200
No log	3.9101	348	0.6888	0.7515	0.6888	0.8299
No log	3.9326	350	0.6513	0.8	0.6513	0.8070
No log	3.9551	352	0.6253	0.7848	0.6253	0.7908
No log	3.9775	354	0.6981	0.7564	0.6981	0.8355
No log	4.0	356	0.7612	0.6622	0.7612	0.8724
No log	4.0225	358	0.7710	0.6853	0.7710	0.8781
No log	4.0449	360	0.6684	0.7692	0.6684	0.8176
No log	4.0674	362	0.5987	0.8	0.5987	0.7738
No log	4.0899	364	0.5809	0.8148	0.5809	0.7622
No log	4.1124	366	0.5658	0.7950	0.5658	0.7522
No log	4.1348	368	0.5600	0.8	0.5600	0.7483
No log	4.1573	370	0.5807	0.7929	0.5807	0.7620
No log	4.1798	372	0.7018	0.7485	0.7018	0.8377
No log	4.2022	374	0.6463	0.7929	0.6463	0.8039
No log	4.2247	376	0.5854	0.7703	0.5854	0.7651
No log	4.2472	378	0.6082	0.7518	0.6082	0.7799
No log	4.2697	380	0.6111	0.7626	0.6111	0.7817
No log	4.2921	382	0.6136	0.7746	0.6136	0.7834
No log	4.3146	384	0.5971	0.8079	0.5971	0.7727
No log	4.3371	386	0.5987	0.7974	0.5987	0.7738
No log	4.3596	388	0.6246	0.7792	0.6246	0.7903
No log	4.3820	390	0.5991	0.7826	0.5991	0.7740
No log	4.4045	392	0.6024	0.8171	0.6024	0.7762
No log	4.4270	394	0.6528	0.7805	0.6528	0.8079
No log	4.4494	396	0.6424	0.7799	0.6424	0.8015
No log	4.4719	398	0.6334	0.7792	0.6334	0.7959
No log	4.4944	400	0.6348	0.7619	0.6348	0.7968
No log	4.5169	402	0.6067	0.7945	0.6067	0.7789
No log	4.5393	404	0.6382	0.7246	0.6382	0.7989
No log	4.5618	406	0.6428	0.7153	0.6428	0.8018
No log	4.5843	408	0.6790	0.7153	0.6790	0.8240
No log	4.6067	410	0.7100	0.7286	0.7100	0.8426
No log	4.6292	412	0.7284	0.7050	0.7284	0.8535
No log	4.6517	414	0.6320	0.7273	0.6320	0.7950
No log	4.6742	416	0.6022	0.8077	0.6022	0.7760
No log	4.6966	418	0.6374	0.7975	0.6374	0.7984
No log	4.7191	420	0.6305	0.7821	0.6305	0.7940
No log	4.7416	422	0.6397	0.8025	0.6397	0.7998
No log	4.7640	424	0.6534	0.8077	0.6534	0.8083
No log	4.7865	426	0.6889	0.7733	0.6889	0.8300
No log	4.8090	428	0.7439	0.7651	0.7439	0.8625
No log	4.8315	430	0.7701	0.7586	0.7701	0.8775
No log	4.8539	432	0.7432	0.7448	0.7432	0.8621
No log	4.8764	434	0.7381	0.7417	0.7381	0.8591
No log	4.8989	436	0.7088	0.7564	0.7088	0.8419
No log	4.9213	438	0.6580	0.7613	0.6580	0.8112
No log	4.9438	440	0.6286	0.7867	0.6286	0.7928
No log	4.9663	442	0.6263	0.7919	0.6263	0.7914
No log	4.9888	444	0.6284	0.7867	0.6284	0.7927
No log	5.0112	446	0.6459	0.8050	0.6459	0.8037
No log	5.0337	448	0.5623	0.8025	0.5623	0.7499
No log	5.0562	450	0.5394	0.8205	0.5394	0.7344
No log	5.0787	452	0.5533	0.7949	0.5533	0.7438
No log	5.1011	454	0.5212	0.8052	0.5212	0.7219
No log	5.1236	456	0.5081	0.8199	0.5081	0.7128
No log	5.1461	458	0.5339	0.8199	0.5339	0.7307
No log	5.1685	460	0.5376	0.8101	0.5376	0.7332
No log	5.1910	462	0.5639	0.8052	0.5639	0.7509
No log	5.2135	464	0.5769	0.8052	0.5769	0.7596
No log	5.2360	466	0.5782	0.7895	0.5782	0.7604
No log	5.2584	468	0.5912	0.7671	0.5912	0.7689
No log	5.2809	470	0.5761	0.7671	0.5761	0.7590
No log	5.3034	472	0.5832	0.8199	0.5832	0.7637
No log	5.3258	474	0.5766	0.8199	0.5766	0.7594
No log	5.3483	476	0.5582	0.8075	0.5582	0.7472
No log	5.3708	478	0.5686	0.8075	0.5686	0.7540
No log	5.3933	480	0.5946	0.7853	0.5946	0.7711
No log	5.4157	482	0.6553	0.7516	0.6553	0.8095
No log	5.4382	484	0.7152	0.7034	0.7152	0.8457
No log	5.4607	486	0.7017	0.7448	0.7017	0.8377
No log	5.4831	488	0.6864	0.7324	0.6864	0.8285
No log	5.5056	490	0.6380	0.7571	0.6380	0.7987
No log	5.5281	492	0.6365	0.7518	0.6365	0.7978
No log	5.5506	494	0.6188	0.7606	0.6188	0.7866
No log	5.5730	496	0.5981	0.7552	0.5981	0.7734
No log	5.5955	498	0.6209	0.7413	0.6209	0.7880
0.4379	5.6180	500	0.6299	0.7133	0.6299	0.7937
0.4379	5.6404	502	0.5983	0.7483	0.5983	0.7735
0.4379	5.6629	504	0.5818	0.7755	0.5818	0.7628
0.4379	5.6854	506	0.5935	0.7919	0.5935	0.7704
0.4379	5.7079	508	0.6380	0.7733	0.6380	0.7987
0.4379	5.7303	510	0.6357	0.7639	0.6357	0.7973
0.4379	5.7528	512	0.6371	0.7571	0.6371	0.7982
0.4379	5.7753	514	0.6994	0.7299	0.6994	0.8363
0.4379	5.7978	516	0.7349	0.7	0.7349	0.8573
0.4379	5.8202	518	0.7103	0.7	0.7103	0.8428
0.4379	5.8427	520	0.6486	0.6993	0.6486	0.8054
0.4379	5.8652	522	0.6093	0.7482	0.6093	0.7806
0.4379	5.8876	524	0.5884	0.7518	0.5884	0.7670
0.4379	5.9101	526	0.6133	0.7571	0.6133	0.7831
0.4379	5.9326	528	0.6244	0.7724	0.6244	0.7902
0.4379	5.9551	530	0.6294	0.7871	0.6294	0.7933
0.4379	5.9775	532	0.6779	0.7516	0.6779	0.8233
0.4379	6.0	534	0.6525	0.7564	0.6525	0.8078
0.4379	6.0225	536	0.5955	0.8199	0.5955	0.7717
0.4379	6.0449	538	0.6109	0.8052	0.6109	0.7816
0.4379	6.0674	540	0.6519	0.7550	0.6519	0.8074
0.4379	6.0899	542	0.8022	0.6842	0.8022	0.8957
0.4379	6.1124	544	0.8460	0.6667	0.8460	0.9198
0.4379	6.1348	546	0.7075	0.7643	0.7075	0.8411
0.4379	6.1573	548	0.6119	0.8129	0.6119	0.7823
0.4379	6.1798	550	0.6232	0.7361	0.6232	0.7895
0.4379	6.2022	552	0.6404	0.7413	0.6404	0.8002
0.4379	6.2247	554	0.6200	0.7763	0.6200	0.7874
0.4379	6.2472	556	0.6781	0.7561	0.6781	0.8235
0.4379	6.2697	558	0.7567	0.7684	0.7567	0.8699
0.4379	6.2921	560	0.6944	0.7719	0.6944	0.8333
0.4379	6.3146	562	0.6045	0.8199	0.6045	0.7775
0.4379	6.3371	564	0.6727	0.7448	0.6727	0.8202
0.4379	6.3596	566	0.7561	0.6857	0.7561	0.8695
0.4379	6.3820	568	0.7616	0.7338	0.7616	0.8727
0.4379	6.4045	570	0.6975	0.7571	0.6975	0.8351
0.4379	6.4270	572	0.6548	0.7692	0.6548	0.8092
0.4379	6.4494	574	0.6542	0.7518	0.6542	0.8088
0.4379	6.4719	576	0.6620	0.7660	0.6620	0.8136
0.4379	6.4944	578	0.6576	0.7626	0.6576	0.8109
0.4379	6.5169	580	0.6716	0.7571	0.6716	0.8195
0.4379	6.5393	582	0.6557	0.7606	0.6557	0.8098
0.4379	6.5618	584	0.6230	0.7724	0.6230	0.7893
0.4379	6.5843	586	0.6503	0.7273	0.6503	0.8064
0.4379	6.6067	588	0.6415	0.7586	0.6415	0.8009
0.4379	6.6292	590	0.6079	0.7755	0.6079	0.7797
0.4379	6.6517	592	0.6162	0.7536	0.6162	0.7850
0.4379	6.6742	594	0.6099	0.7606	0.6099	0.7810
0.4379	6.6966	596	0.5703	0.7843	0.5703	0.7552
0.4379	6.7191	598	0.5792	0.8125	0.5792	0.7610
0.4379	6.7416	600	0.6775	0.7547	0.6775	0.8231
0.4379	6.7640	602	0.7413	0.6923	0.7413	0.8610
0.4379	6.7865	604	0.7011	0.7320	0.7011	0.8373
0.4379	6.8090	606	0.6858	0.7179	0.6858	0.8281
0.4379	6.8315	608	0.6468	0.7879	0.6468	0.8042
0.4379	6.8539	610	0.5799	0.8221	0.5799	0.7615
0.4379	6.8764	612	0.5837	0.7808	0.5837	0.7640
0.4379	6.8989	614	0.6338	0.7746	0.6338	0.7961
0.4379	6.9213	616	0.7193	0.7591	0.7193	0.8481
0.4379	6.9438	618	0.7510	0.7647	0.7510	0.8666
0.4379	6.9663	620	0.7467	0.7591	0.7467	0.8641
0.4379	6.9888	622	0.6615	0.7591	0.6615	0.8134
0.4379	7.0112	624	0.5824	0.7692	0.5824	0.7632
0.4379	7.0337	626	0.5592	0.7808	0.5592	0.7478
0.4379	7.0562	628	0.5661	0.7949	0.5661	0.7524
0.4379	7.0787	630	0.5809	0.7949	0.5809	0.7622
0.4379	7.1011	632	0.5891	0.7763	0.5891	0.7676
0.4379	7.1236	634	0.6050	0.7724	0.6050	0.7778
0.4379	7.1461	636	0.6124	0.7724	0.6124	0.7826
0.4379	7.1685	638	0.6161	0.7724	0.6161	0.7849
0.4379	7.1910	640	0.6050	0.7949	0.6050	0.7778
0.4379	7.2135	642	0.5958	0.7949	0.5958	0.7719
0.4379	7.2360	644	0.6010	0.8	0.6010	0.7752
0.4379	7.2584	646	0.6351	0.7692	0.6351	0.7969
0.4379	7.2809	648	0.6385	0.7785	0.6385	0.7991
0.4379	7.3034	650	0.6324	0.8	0.6324	0.7952
0.4379	7.3258	652	0.6347	0.8	0.6347	0.7967
0.4379	7.3483	654	0.6281	0.7843	0.6281	0.7925
0.4379	7.3708	656	0.6181	0.8101	0.6181	0.7862
0.4379	7.3933	658	0.6158	0.8	0.6158	0.7847
0.4379	7.4157	660	0.6168	0.8	0.6168	0.7853
0.4379	7.4382	662	0.6115	0.7785	0.6115	0.7820
0.4379	7.4607	664	0.6062	0.7703	0.6062	0.7786
0.4379	7.4831	666	0.6460	0.7482	0.6460	0.8037
0.4379	7.5056	668	0.6683	0.7591	0.6683	0.8175
0.4379	7.5281	670	0.6480	0.7724	0.6480	0.8050
0.4379	7.5506	672	0.6744	0.7297	0.6744	0.8212
0.4379	7.5730	674	0.8153	0.7081	0.8153	0.9029
0.4379	7.5955	676	0.8617	0.6875	0.8617	0.9283
0.4379	7.6180	678	0.7416	0.7643	0.7416	0.8611
0.4379	7.6404	680	0.6343	0.7643	0.6343	0.7964
0.4379	7.6629	682	0.5753	0.8025	0.5753	0.7585
0.4379	7.6854	684	0.5582	0.8199	0.5582	0.7471
0.4379	7.7079	686	0.5546	0.8344	0.5546	0.7447
0.4379	7.7303	688	0.5493	0.825	0.5493	0.7412
0.4379	7.7528	690	0.5820	0.8176	0.5820	0.7629
0.4379	7.7753	692	0.6206	0.7785	0.6206	0.7878
0.4379	7.7978	694	0.6812	0.7353	0.6812	0.8254
0.4379	7.8202	696	0.7326	0.7059	0.7326	0.8559
0.4379	7.8427	698	0.7154	0.7259	0.7154	0.8458
0.4379	7.8652	700	0.6699	0.7246	0.6699	0.8185
0.4379	7.8876	702	0.6714	0.7133	0.6714	0.8194
0.4379	7.9101	704	0.6849	0.7143	0.6849	0.8276
0.4379	7.9326	706	0.7368	0.6667	0.7368	0.8584
0.4379	7.9551	708	0.7613	0.6471	0.7613	0.8725
0.4379	7.9775	710	0.7559	0.6466	0.7559	0.8694
0.4379	8.0	712	0.7465	0.7143	0.7465	0.8640
0.4379	8.0225	714	0.7530	0.7172	0.7530	0.8678
0.4379	8.0449	716	0.7736	0.7211	0.7736	0.8796
0.4379	8.0674	718	0.7817	0.7248	0.7817	0.8841
0.4379	8.0899	720	0.7781	0.7248	0.7781	0.8821
0.4379	8.1124	722	0.7654	0.6993	0.7654	0.8749
0.4379	8.1348	724	0.7579	0.7172	0.7579	0.8706
0.4379	8.1573	726	0.7611	0.7172	0.7611	0.8724
0.4379	8.1798	728	0.7877	0.7333	0.7877	0.8875
0.4379	8.2022	730	0.7965	0.7143	0.7965	0.8924
0.4379	8.2247	732	0.7375	0.7468	0.7375	0.8588
0.4379	8.2472	734	0.6781	0.7613	0.6781	0.8235
0.4379	8.2697	736	0.6565	0.7742	0.6565	0.8103
0.4379	8.2921	738	0.6675	0.7333	0.6675	0.8170
0.4379	8.3146	740	0.6932	0.7260	0.6932	0.8326
0.4379	8.3371	742	0.6977	0.7260	0.6977	0.8353
0.4379	8.3596	744	0.7080	0.7397	0.7080	0.8415
0.4379	8.3820	746	0.7223	0.7222	0.7223	0.8499
0.4379	8.4045	748	0.7816	0.7	0.7816	0.8841
0.4379	8.4270	750	0.8499	0.6269	0.8499	0.9219
0.4379	8.4494	752	0.8040	0.6466	0.8040	0.8967
0.4379	8.4719	754	0.7020	0.7482	0.7020	0.8378
0.4379	8.4944	756	0.6699	0.7483	0.6699	0.8185
0.4379	8.5169	758	0.6773	0.7246	0.6773	0.8230
0.4379	8.5393	760	0.7015	0.7353	0.7015	0.8376
0.4379	8.5618	762	0.7314	0.7313	0.7314	0.8552
0.4379	8.5843	764	0.7280	0.7111	0.7280	0.8532
0.4379	8.6067	766	0.6944	0.75	0.6944	0.8333
0.4379	8.6292	768	0.7028	0.75	0.7028	0.8384
0.4379	8.6517	770	0.7139	0.75	0.7139	0.8449
0.4379	8.6742	772	0.6938	0.75	0.6938	0.8329
0.4379	8.6966	774	0.6558	0.7338	0.6558	0.8098
0.4379	8.7191	776	0.6527	0.7482	0.6527	0.8079
0.4379	8.7416	778	0.6724	0.7391	0.6724	0.8200
0.4379	8.7640	780	0.7332	0.6957	0.7332	0.8562
0.4379	8.7865	782	0.7324	0.6957	0.7324	0.8558
0.4379	8.8090	784	0.7153	0.7246	0.7153	0.8457
0.4379	8.8315	786	0.6785	0.7714	0.6785	0.8237
0.4379	8.8539	788	0.6454	0.7451	0.6454	0.8034
0.4379	8.8764	790	0.6205	0.7564	0.6205	0.7877
0.4379	8.8989	792	0.6033	0.7771	0.6033	0.7767
0.4379	8.9213	794	0.5759	0.7843	0.5759	0.7589
0.4379	8.9438	796	0.5803	0.7785	0.5803	0.7618
0.4379	8.9663	798	0.5881	0.7671	0.5881	0.7669
0.4379	8.9888	800	0.6066	0.75	0.6066	0.7788
0.4379	9.0112	802	0.6271	0.7445	0.6271	0.7919
0.4379	9.0337	804	0.6096	0.7626	0.6096	0.7808
0.4379	9.0562	806	0.5490	0.7703	0.5490	0.7410
0.4379	9.0787	808	0.5381	0.7895	0.5381	0.7336
0.4379	9.1011	810	0.5433	0.8	0.5433	0.7371
0.4379	9.1236	812	0.5489	0.7651	0.5489	0.7409
0.4379	9.1461	814	0.5548	0.7949	0.5548	0.7448
0.4379	9.1685	816	0.5601	0.7843	0.5601	0.7484
0.4379	9.1910	818	0.5675	0.7651	0.5675	0.7533
0.4379	9.2135	820	0.6022	0.7703	0.6022	0.7760
0.4379	9.2360	822	0.5881	0.7843	0.5881	0.7669
0.4379	9.2584	824	0.6052	0.7826	0.6052	0.7779
0.4379	9.2809	826	0.6751	0.7516	0.6751	0.8217
0.4379	9.3034	828	0.6953	0.7673	0.6953	0.8338
0.4379	9.3258	830	0.6932	0.8075	0.6932	0.8326
0.4379	9.3483	832	0.7180	0.7821	0.7180	0.8473
0.4379	9.3708	834	0.7553	0.7682	0.7553	0.8691
0.4379	9.3933	836	0.7434	0.7518	0.7434	0.8622
0.4379	9.4157	838	0.7053	0.7606	0.7053	0.8398
0.4379	9.4382	840	0.6529	0.7465	0.6529	0.8080
0.4379	9.4607	842	0.6106	0.7376	0.6106	0.7814
0.4379	9.4831	844	0.6020	0.7376	0.6020	0.7759
0.4379	9.5056	846	0.5827	0.7571	0.5827	0.7633
0.4379	9.5281	848	0.5687	0.7571	0.5687	0.7541
0.4379	9.5506	850	0.5764	0.7376	0.5764	0.7592
0.4379	9.5730	852	0.5679	0.7571	0.5679	0.7536
0.4379	9.5955	854	0.5548	0.7660	0.5548	0.7449
0.4379	9.6180	856	0.5598	0.7660	0.5598	0.7482
0.4379	9.6404	858	0.5566	0.7619	0.5566	0.7460
0.4379	9.6629	860	0.5461	0.7815	0.5461	0.7390
0.4379	9.6854	862	0.5696	0.7465	0.5696	0.7547
0.4379	9.7079	864	0.6516	0.7194	0.6516	0.8072
0.4379	9.7303	866	0.6575	0.7324	0.6575	0.8109
0.4379	9.7528	868	0.6178	0.7632	0.6178	0.7860
0.4379	9.7753	870	0.6177	0.7815	0.6177	0.7860
0.4379	9.7978	872	0.6447	0.7755	0.6447	0.8029
0.4379	9.8202	874	0.6347	0.7922	0.6347	0.7967
0.4379	9.8427	876	0.6203	0.7922	0.6203	0.7876
0.4379	9.8652	878	0.6221	0.8024	0.6221	0.7888
0.4379	9.8876	880	0.6567	0.7929	0.6567	0.8103
0.4379	9.9101	882	0.6384	0.8	0.6384	0.7990
0.4379	9.9326	884	0.6483	0.8182	0.6483	0.8052
0.4379	9.9551	886	0.6074	0.8070	0.6074	0.7794
0.4379	9.9775	888	0.5725	0.8024	0.5725	0.7566
0.4379	10.0	890	0.5908	0.7949	0.5908	0.7686
0.4379	10.0225	892	0.6239	0.7518	0.6239	0.7899
0.4379	10.0449	894	0.6405	0.7571	0.6405	0.8003
0.4379	10.0674	896	0.6555	0.7626	0.6555	0.8096
0.4379	10.0899	898	0.6692	0.7571	0.6692	0.8180
0.4379	10.1124	900	0.6884	0.7714	0.6884	0.8297
0.4379	10.1348	902	0.7227	0.7299	0.7227	0.8501
0.4379	10.1573	904	0.7200	0.7299	0.7200	0.8485
0.4379	10.1798	906	0.6674	0.7571	0.6674	0.8169
0.4379	10.2022	908	0.6570	0.7571	0.6570	0.8106
0.4379	10.2247	910	0.6647	0.7299	0.6647	0.8153
0.4379	10.2472	912	0.6531	0.7737	0.6531	0.8082
0.4379	10.2697	914	0.6434	0.7536	0.6434	0.8021
0.4379	10.2921	916	0.6365	0.7536	0.6365	0.7978
0.4379	10.3146	918	0.6526	0.7647	0.6526	0.8078
0.4379	10.3371	920	0.6504	0.7591	0.6504	0.8065
0.4379	10.3596	922	0.6279	0.7626	0.6279	0.7924
0.4379	10.3820	924	0.5803	0.7660	0.5803	0.7618
0.4379	10.4045	926	0.5361	0.7778	0.5361	0.7322
0.4379	10.4270	928	0.5156	0.7838	0.5156	0.7181
0.4379	10.4494	930	0.5181	0.76	0.5181	0.7198
0.4379	10.4719	932	0.5010	0.7785	0.5010	0.7078
0.4379	10.4944	934	0.4785	0.7947	0.4785	0.6917
0.4379	10.5169	936	0.4928	0.7724	0.4928	0.7020
0.4379	10.5393	938	0.5521	0.7801	0.5521	0.7430
0.4379	10.5618	940	0.6461	0.7518	0.6461	0.8038
0.4379	10.5843	942	0.6935	0.7101	0.6935	0.8328
0.4379	10.6067	944	0.6424	0.7518	0.6424	0.8015
0.4379	10.6292	946	0.6224	0.7606	0.6224	0.7889
0.4379	10.6517	948	0.5723	0.7826	0.5723	0.7565
0.4379	10.6742	950	0.5734	0.7887	0.5734	0.7573
0.4379	10.6966	952	0.6157	0.7626	0.6157	0.7847
0.4379	10.7191	954	0.6426	0.7571	0.6426	0.8016
0.4379	10.7416	956	0.6406	0.7606	0.6406	0.8004
0.4379	10.7640	958	0.6638	0.7299	0.6638	0.8147
0.4379	10.7865	960	0.6336	0.7536	0.6336	0.7960
0.4379	10.8090	962	0.6202	0.7826	0.6202	0.7876
0.4379	10.8315	964	0.5976	0.7552	0.5976	0.7730
0.4379	10.8539	966	0.6220	0.7465	0.6220	0.7887
0.4379	10.8764	968	0.6094	0.7465	0.6094	0.7806
0.4379	10.8989	970	0.5914	0.7101	0.5914	0.7690
0.4379	10.9213	972	0.5977	0.7714	0.5977	0.7731
0.4379	10.9438	974	0.6268	0.7626	0.6268	0.7917
0.4379	10.9663	976	0.6398	0.7681	0.6398	0.7999
0.4379	10.9888	978	0.6193	0.7536	0.6193	0.7869
0.4379	11.0112	980	0.5954	0.7376	0.5954	0.7717
0.4379	11.0337	982	0.6231	0.7771	0.6231	0.7894
0.4379	11.0562	984	0.6196	0.7771	0.6196	0.7871
0.4379	11.0787	986	0.5797	0.7771	0.5797	0.7614
0.4379	11.1011	988	0.5462	0.7922	0.5462	0.7390
0.4379	11.1236	990	0.5879	0.7714	0.5879	0.7668
0.4379	11.1461	992	0.6631	0.7015	0.6631	0.8143
0.4379	11.1685	994	0.7012	0.7015	0.7012	0.8374
0.4379	11.1910	996	0.7186	0.7015	0.7186	0.8477
0.4379	11.2135	998	0.7207	0.7068	0.7207	0.8490
0.0865	11.2360	1000	0.7170	0.7407	0.7170	0.8468
0.0865	11.2584	1002	0.6974	0.7407	0.6974	0.8351
0.0865	11.2809	1004	0.6679	0.75	0.6679	0.8173
0.0865	11.3034	1006	0.6689	0.7299	0.6689	0.8178
0.0865	11.3258	1008	0.6610	0.6957	0.6610	0.8130
0.0865	11.3483	1010	0.6302	0.7429	0.6302	0.7939
0.0865	11.3708	1012	0.6035	0.7586	0.6035	0.7768
0.0865	11.3933	1014	0.5951	0.7867	0.5951	0.7714
0.0865	11.4157	1016	0.6287	0.8	0.6287	0.7929
0.0865	11.4382	1018	0.6623	0.7922	0.6623	0.8138
0.0865	11.4607	1020	0.6588	0.7733	0.6588	0.8117
0.0865	11.4831	1022	0.6374	0.7867	0.6374	0.7984
0.0865	11.5056	1024	0.6501	0.7465	0.6501	0.8063
0.0865	11.5281	1026	0.6406	0.7413	0.6406	0.8004
0.0865	11.5506	1028	0.6226	0.7413	0.6226	0.7891
0.0865	11.5730	1030	0.5951	0.7692	0.5951	0.7714
0.0865	11.5955	1032	0.5573	0.7755	0.5573	0.7465
0.0865	11.6180	1034	0.5574	0.7895	0.5574	0.7466
0.0865	11.6404	1036	0.5616	0.7895	0.5616	0.7494
0.0865	11.6629	1038	0.5689	0.7867	0.5689	0.7542
0.0865	11.6854	1040	0.5915	0.7785	0.5915	0.7691
0.0865	11.7079	1042	0.6325	0.7397	0.6325	0.7953
0.0865	11.7303	1044	0.6337	0.7397	0.6337	0.7961
0.0865	11.7528	1046	0.6282	0.7619	0.6282	0.7926
0.0865	11.7753	1048	0.6291	0.7832	0.6291	0.7932
0.0865	11.7978	1050	0.6268	0.7832	0.6268	0.7917
0.0865	11.8202	1052	0.6291	0.7639	0.6291	0.7932
0.0865	11.8427	1054	0.6221	0.7703	0.6221	0.7887
0.0865	11.8652	1056	0.5910	0.7838	0.5910	0.7688
0.0865	11.8876	1058	0.5914	0.7482	0.5914	0.7690
0.0865	11.9101	1060	0.6779	0.6957	0.6779	0.8233
0.0865	11.9326	1062	0.7290	0.6912	0.7290	0.8538
0.0865	11.9551	1064	0.7202	0.6912	0.7202	0.8487
0.0865	11.9775	1066	0.6683	0.7353	0.6683	0.8175
0.0865	12.0	1068	0.6499	0.7445	0.6499	0.8062
0.0865	12.0225	1070	0.6561	0.7445	0.6561	0.8100
0.0865	12.0449	1072	0.6778	0.7407	0.6778	0.8233
0.0865	12.0674	1074	0.7055	0.7313	0.7055	0.8399
0.0865	12.0899	1076	0.7201	0.7218	0.7201	0.8486
0.0865	12.1124	1078	0.7100	0.7313	0.7100	0.8426
0.0865	12.1348	1080	0.6676	0.7626	0.6676	0.8170
0.0865	12.1573	1082	0.6062	0.7974	0.6062	0.7786
0.0865	12.1798	1084	0.5886	0.7792	0.5886	0.7672
0.0865	12.2022	1086	0.5791	0.7871	0.5791	0.7610
0.0865	12.2247	1088	0.5582	0.8077	0.5582	0.7471
0.0865	12.2472	1090	0.5425	0.7974	0.5425	0.7365
0.0865	12.2697	1092	0.5231	0.8077	0.5231	0.7233
0.0865	12.2921	1094	0.5273	0.7974	0.5273	0.7262
0.0865	12.3146	1096	0.5468	0.7862	0.5468	0.7395
0.0865	12.3371	1098	0.5832	0.7778	0.5832	0.7637
0.0865	12.3596	1100	0.6018	0.7714	0.6018	0.7758
0.0865	12.3820	1102	0.6301	0.7591	0.6301	0.7938
0.0865	12.4045	1104	0.6586	0.7591	0.6586	0.8116
0.0865	12.4270	1106	0.6634	0.7647	0.6634	0.8145
0.0865	12.4494	1108	0.6391	0.7591	0.6391	0.7994
0.0865	12.4719	1110	0.6165	0.7571	0.6165	0.7852
0.0865	12.4944	1112	0.5951	0.7660	0.5951	0.7714
0.0865	12.5169	1114	0.5667	0.7606	0.5667	0.7528
0.0865	12.5393	1116	0.5668	0.7518	0.5668	0.7528
0.0865	12.5618	1118	0.5492	0.7518	0.5492	0.7411
0.0865	12.5843	1120	0.5227	0.7974	0.5227	0.7230
0.0865	12.6067	1122	0.5237	0.7843	0.5237	0.7237
0.0865	12.6292	1124	0.5339	0.7571	0.5339	0.7307
0.0865	12.6517	1126	0.5518	0.7518	0.5518	0.7428
0.0865	12.6742	1128	0.5973	0.7770	0.5973	0.7729
0.0865	12.6966	1130	0.6392	0.7286	0.6392	0.7995
0.0865	12.7191	1132	0.6641	0.7194	0.6641	0.8149
0.0865	12.7416	1134	0.6689	0.7391	0.6689	0.8179
0.0865	12.7640	1136	0.6410	0.7445	0.6410	0.8006
0.0865	12.7865	1138	0.6275	0.7770	0.6275	0.7921
0.0865	12.8090	1140	0.6549	0.7445	0.6549	0.8093
0.0865	12.8315	1142	0.6747	0.7445	0.6747	0.8214
0.0865	12.8539	1144	0.6963	0.7445	0.6963	0.8344
0.0865	12.8764	1146	0.7067	0.7259	0.7067	0.8407
0.0865	12.8989	1148	0.6903	0.7681	0.6903	0.8309
0.0865	12.9213	1150	0.6446	0.7770	0.6446	0.8029
0.0865	12.9438	1152	0.6229	0.7714	0.6229	0.7892
0.0865	12.9663	1154	0.5956	0.7714	0.5956	0.7718
0.0865	12.9888	1156	0.6100	0.7552	0.6100	0.7810
0.0865	13.0112	1158	0.6293	0.7606	0.6293	0.7933
0.0865	13.0337	1160	0.6242	0.7660	0.6242	0.7900
0.0865	13.0562	1162	0.6366	0.7338	0.6366	0.7979
0.0865	13.0787	1164	0.6326	0.7591	0.6326	0.7954
0.0865	13.1011	1166	0.6624	0.7407	0.6624	0.8139
0.0865	13.1236	1168	0.6760	0.7407	0.6760	0.8222
0.0865	13.1461	1170	0.6842	0.7259	0.6842	0.8271
0.0865	13.1685	1172	0.6904	0.7015	0.6904	0.8309
0.0865	13.1910	1174	0.6886	0.7259	0.6886	0.8298

Framework versions

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