Arabic_FineTuningAraBERT_AugV4-trial2_k4_task1_organization_fold0

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: 0.6817
• Qwk: 0.8349
• Mse: 0.6817
• Rmse: 0.8257

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	0.0230	2	4.6717	0.0120	4.6717	2.1614
No log	0.0460	4	2.6310	0.0904	2.6310	1.6220
No log	0.0690	6	1.8203	0.0985	1.8203	1.3492
No log	0.0920	8	1.2905	0.1582	1.2905	1.1360
No log	0.1149	10	1.1781	0.2533	1.1781	1.0854
No log	0.1379	12	1.7248	0.1873	1.7248	1.3133
No log	0.1609	14	2.0409	0.1873	2.0409	1.4286
No log	0.1839	16	1.7260	0.2145	1.7260	1.3138
No log	0.2069	18	1.4981	0.1163	1.4981	1.2240
No log	0.2299	20	1.6138	0.2145	1.6138	1.2704
No log	0.2529	22	1.6208	0.2145	1.6208	1.2731
No log	0.2759	24	1.5791	0.3226	1.5791	1.2566
No log	0.2989	26	1.5467	0.3043	1.5467	1.2437
No log	0.3218	28	1.5058	0.2776	1.5058	1.2271
No log	0.3448	30	1.5761	0.1913	1.5761	1.2554
No log	0.3678	32	1.8652	0.0801	1.8652	1.3657
No log	0.3908	34	2.0937	0.0801	2.0937	1.4470
No log	0.4138	36	2.0084	0.0801	2.0084	1.4172
No log	0.4368	38	1.8749	0.1075	1.8749	1.3693
No log	0.4598	40	1.7937	0.1075	1.7937	1.3393
No log	0.4828	42	1.8482	0.1075	1.8482	1.3595
No log	0.5057	44	1.7028	0.1873	1.7028	1.3049
No log	0.5287	46	1.4863	0.3226	1.4863	1.2191
No log	0.5517	48	1.3814	0.3511	1.3814	1.1753
No log	0.5747	50	1.3403	0.3511	1.3403	1.1577
No log	0.5977	52	1.2441	0.3259	1.2441	1.1154
No log	0.6207	54	1.1038	0.5095	1.1038	1.0506
No log	0.6437	56	0.9964	0.5095	0.9964	0.9982
No log	0.6667	58	1.0923	0.5064	1.0923	1.0451
No log	0.6897	60	1.2512	0.5273	1.2512	1.1186
No log	0.7126	62	0.9514	0.5916	0.9514	0.9754
No log	0.7356	64	0.8157	0.6915	0.8157	0.9031
No log	0.7586	66	0.7516	0.6915	0.7516	0.8670
No log	0.7816	68	1.1199	0.6030	1.1199	1.0583
No log	0.8046	70	1.3560	0.5714	1.3560	1.1645
No log	0.8276	72	1.1543	0.6818	1.1543	1.0744
No log	0.8506	74	0.7552	0.6842	0.7552	0.8691
No log	0.8736	76	0.7124	0.6003	0.7124	0.8440
No log	0.8966	78	0.8358	0.4316	0.8358	0.9142
No log	0.9195	80	0.7117	0.6274	0.7117	0.8436
No log	0.9425	82	0.6841	0.6774	0.6841	0.8271
No log	0.9655	84	0.7539	0.7277	0.7539	0.8683
No log	0.9885	86	0.9905	0.6509	0.9905	0.9953
No log	1.0115	88	0.9145	0.7063	0.9145	0.9563
No log	1.0345	90	0.8637	0.7704	0.8637	0.9293
No log	1.0575	92	0.7875	0.7614	0.7875	0.8874
No log	1.0805	94	0.7879	0.7451	0.7879	0.8877
No log	1.1034	96	0.7504	0.6524	0.7504	0.8662
No log	1.1264	98	0.7723	0.6038	0.7723	0.8788
No log	1.1494	100	0.7785	0.6706	0.7785	0.8823
No log	1.1724	102	0.9737	0.6996	0.9737	0.9867
No log	1.1954	104	1.0146	0.6917	1.0146	1.0073
No log	1.2184	106	0.9514	0.7430	0.9514	0.9754
No log	1.2414	108	0.7730	0.6836	0.7730	0.8792
No log	1.2644	110	0.6958	0.6309	0.6958	0.8341
No log	1.2874	112	0.7437	0.5898	0.7437	0.8624
No log	1.3103	114	0.7804	0.6143	0.7804	0.8834
No log	1.3333	116	0.8483	0.6143	0.8483	0.9211
No log	1.3563	118	0.9956	0.7226	0.9956	0.9978
No log	1.3793	120	0.9109	0.6635	0.9109	0.9544
No log	1.4023	122	0.7171	0.6775	0.7171	0.8468
No log	1.4253	124	0.6608	0.6310	0.6608	0.8129
No log	1.4483	126	0.6572	0.6354	0.6572	0.8107
No log	1.4713	128	0.7699	0.6246	0.7699	0.8774
No log	1.4943	130	1.0575	0.7709	1.0575	1.0283
No log	1.5172	132	1.1871	0.7157	1.1871	1.0895
No log	1.5402	134	1.0681	0.7157	1.0681	1.0335
No log	1.5632	136	0.8735	0.8019	0.8735	0.9346
No log	1.5862	138	0.8001	0.8019	0.8001	0.8945
No log	1.6092	140	0.8505	0.7793	0.8505	0.9222
No log	1.6322	142	1.0108	0.7157	1.0108	1.0054
No log	1.6552	144	1.1280	0.7081	1.1280	1.0621
No log	1.6782	146	1.0381	0.7014	1.0381	1.0189
No log	1.7011	148	0.8084	0.6907	0.8084	0.8991
No log	1.7241	150	0.6831	0.7689	0.6831	0.8265
No log	1.7471	152	0.6730	0.7689	0.6730	0.8204
No log	1.7701	154	0.7076	0.7156	0.7076	0.8412
No log	1.7931	156	0.8978	0.7277	0.8978	0.9475
No log	1.8161	158	1.2420	0.7081	1.2420	1.1144
No log	1.8391	160	1.3984	0.5211	1.3984	1.1825
No log	1.8621	162	1.3574	0.5211	1.3574	1.1651
No log	1.8851	164	1.2221	0.6447	1.2221	1.1055
No log	1.9080	166	1.0398	0.7692	1.0398	1.0197
No log	1.9310	168	0.8311	0.7692	0.8311	0.9117
No log	1.9540	170	0.7330	0.7525	0.7330	0.8562
No log	1.9770	172	0.7504	0.7346	0.7504	0.8663
No log	2.0	174	0.9387	0.7514	0.9387	0.9689
No log	2.0230	176	1.1613	0.7598	1.1613	1.0776
No log	2.0460	178	1.0575	0.7911	1.0575	1.0283
No log	2.0690	180	0.8279	0.8051	0.8279	0.9099
No log	2.0920	182	0.6375	0.7529	0.6375	0.7984
No log	2.1149	184	0.6003	0.7008	0.6003	0.7748
No log	2.1379	186	0.6390	0.7620	0.6390	0.7994
No log	2.1609	188	0.6215	0.8022	0.6215	0.7883
No log	2.1839	190	0.5734	0.7451	0.5734	0.7572
No log	2.2069	192	0.6156	0.7686	0.6156	0.7846
No log	2.2299	194	0.6535	0.7686	0.6535	0.8084
No log	2.2529	196	0.6376	0.7686	0.6376	0.7985
No log	2.2759	198	0.6920	0.7927	0.6920	0.8318
No log	2.2989	200	0.8408	0.8232	0.8408	0.9169
No log	2.3218	202	1.0101	0.8161	1.0101	1.0050
No log	2.3448	204	0.9326	0.8283	0.9326	0.9657
No log	2.3678	206	0.7578	0.8283	0.7578	0.8705
No log	2.3908	208	0.6422	0.8513	0.6422	0.8014
No log	2.4138	210	0.6539	0.8513	0.6539	0.8086
No log	2.4368	212	0.7591	0.8120	0.7591	0.8713
No log	2.4598	214	0.8696	0.7685	0.8696	0.9325
No log	2.4828	216	1.0539	0.7358	1.0539	1.0266
No log	2.5057	218	1.2073	0.7354	1.2073	1.0988
No log	2.5287	220	1.0148	0.7756	1.0148	1.0074
No log	2.5517	222	0.8602	0.7756	0.8602	0.9275
No log	2.5747	224	0.8278	0.7849	0.8278	0.9098
No log	2.5977	226	0.7453	0.8229	0.7453	0.8633
No log	2.6207	228	0.7337	0.8094	0.7337	0.8566
No log	2.6437	230	0.7196	0.8094	0.7196	0.8483
No log	2.6667	232	0.8002	0.8094	0.8002	0.8945
No log	2.6897	234	0.9353	0.7819	0.9353	0.9671
No log	2.7126	236	0.9431	0.7819	0.9431	0.9711
No log	2.7356	238	0.9533	0.7819	0.9533	0.9764
No log	2.7586	240	1.0508	0.7417	1.0508	1.0251
No log	2.7816	242	0.9901	0.7525	0.9901	0.9950
No log	2.8046	244	0.8684	0.8094	0.8684	0.9319
No log	2.8276	246	0.6818	0.7823	0.6818	0.8257
No log	2.8506	248	0.5072	0.7882	0.5072	0.7122
No log	2.8736	250	0.4467	0.7298	0.4467	0.6683
No log	2.8966	252	0.4544	0.7533	0.4544	0.6741
No log	2.9195	254	0.5785	0.8298	0.5785	0.7606
No log	2.9425	256	0.7819	0.7756	0.7819	0.8842
No log	2.9655	258	0.9088	0.7845	0.9088	0.9533
No log	2.9885	260	0.9513	0.7517	0.9513	0.9753
No log	3.0115	262	0.8475	0.7517	0.8475	0.9206
No log	3.0345	264	0.6880	0.8120	0.6880	0.8295
No log	3.0575	266	0.5656	0.7927	0.5656	0.7520
No log	3.0805	268	0.5064	0.7927	0.5064	0.7116
No log	3.1034	270	0.5153	0.7927	0.5153	0.7179
No log	3.1264	272	0.6420	0.8022	0.6420	0.8013
No log	3.1494	274	0.6813	0.8197	0.6813	0.8254
No log	3.1724	276	0.7549	0.8399	0.7549	0.8689
No log	3.1954	278	0.8808	0.7597	0.8808	0.9385
No log	3.2184	280	0.8030	0.8120	0.8030	0.8961
No log	3.2414	282	0.6763	0.7835	0.6763	0.8223
No log	3.2644	284	0.5468	0.7927	0.5468	0.7394
No log	3.2874	286	0.5140	0.8150	0.5140	0.7170
No log	3.3103	288	0.5496	0.7696	0.5496	0.7414
No log	3.3333	290	0.7231	0.8123	0.7231	0.8504
No log	3.3563	292	0.9629	0.7429	0.9629	0.9813
No log	3.3793	294	1.0615	0.7598	1.0615	1.0303
No log	3.4023	296	0.9991	0.7014	0.9991	0.9995
No log	3.4253	298	0.8510	0.7522	0.8510	0.9225
No log	3.4483	300	0.6672	0.7927	0.6672	0.8168
No log	3.4713	302	0.5390	0.7906	0.5390	0.7342
No log	3.4943	304	0.5188	0.7758	0.5188	0.7202
No log	3.5172	306	0.5292	0.7906	0.5292	0.7275
No log	3.5402	308	0.6265	0.7927	0.6265	0.7915
No log	3.5632	310	0.7258	0.7605	0.7258	0.8519
No log	3.5862	312	0.7836	0.7689	0.7836	0.8852
No log	3.6092	314	0.8736	0.7521	0.8736	0.9347
No log	3.6322	316	0.9596	0.7793	0.9596	0.9796
No log	3.6552	318	0.9495	0.7793	0.9495	0.9744
No log	3.6782	320	0.9750	0.7692	0.9750	0.9874
No log	3.7011	322	0.9118	0.7602	0.9118	0.9549
No log	3.7241	324	0.7570	0.8232	0.7570	0.8700
No log	3.7471	326	0.6461	0.8123	0.6461	0.8038
No log	3.7701	328	0.6694	0.8123	0.6694	0.8182
No log	3.7931	330	0.7815	0.7779	0.7815	0.8841
No log	3.8161	332	0.8746	0.7019	0.8746	0.9352
No log	3.8391	334	0.8640	0.7019	0.8640	0.9295
No log	3.8621	336	0.7644	0.7983	0.7644	0.8743
No log	3.8851	338	0.6863	0.8232	0.6863	0.8285
No log	3.9080	340	0.6880	0.8123	0.6880	0.8294
No log	3.9310	342	0.7232	0.7985	0.7232	0.8504
No log	3.9540	344	0.7433	0.7814	0.7433	0.8621
No log	3.9770	346	0.8563	0.7656	0.8563	0.9253
No log	4.0	348	0.9005	0.7656	0.9005	0.9490
No log	4.0230	350	0.7827	0.7733	0.7827	0.8847
No log	4.0460	352	0.6269	0.7814	0.6269	0.7918
No log	4.0690	354	0.5941	0.7927	0.5941	0.7708
No log	4.0920	356	0.6752	0.7526	0.6752	0.8217
No log	4.1149	358	0.8368	0.7601	0.8368	0.9148
No log	4.1379	360	1.0808	0.7514	1.0808	1.0396
No log	4.1609	362	1.3033	0.7076	1.3033	1.1416
No log	4.1839	364	1.3837	0.6860	1.3837	1.1763
No log	4.2069	366	1.2397	0.6934	1.2397	1.1134
No log	4.2299	368	0.9954	0.7602	0.9954	0.9977
No log	4.2529	370	0.7382	0.8019	0.7382	0.8592
No log	4.2759	372	0.6296	0.8123	0.6296	0.7935
No log	4.2989	374	0.6060	0.8022	0.6060	0.7785
No log	4.3218	376	0.6359	0.8022	0.6359	0.7974
No log	4.3448	378	0.7201	0.8019	0.7201	0.8486
No log	4.3678	380	0.7910	0.7601	0.7910	0.8894
No log	4.3908	382	0.8078	0.7601	0.8078	0.8988
No log	4.4138	384	0.7510	0.8019	0.7510	0.8666
No log	4.4368	386	0.6909	0.7924	0.6909	0.8312
No log	4.4598	388	0.6321	0.8022	0.6321	0.7950
No log	4.4828	390	0.5869	0.7786	0.5869	0.7661
No log	4.5057	392	0.6030	0.7986	0.6030	0.7765
No log	4.5287	394	0.6458	0.7986	0.6458	0.8036
No log	4.5517	396	0.7043	0.7986	0.7043	0.8392
No log	4.5747	398	0.7312	0.7875	0.7312	0.8551
No log	4.5977	400	0.7851	0.7875	0.7851	0.8861
No log	4.6207	402	0.7806	0.8120	0.7806	0.8835
No log	4.6437	404	0.7393	0.8120	0.7393	0.8598
No log	4.6667	406	0.6846	0.8019	0.6846	0.8274
No log	4.6897	408	0.5927	0.7686	0.5927	0.7699
No log	4.7126	410	0.5644	0.7686	0.5644	0.7513
No log	4.7356	412	0.5685	0.7686	0.5685	0.7540
No log	4.7586	414	0.6033	0.7686	0.6033	0.7767
No log	4.7816	416	0.6880	0.8243	0.6880	0.8295
No log	4.8046	418	0.7225	0.8019	0.7225	0.8500
No log	4.8276	420	0.7042	0.8019	0.7042	0.8392
No log	4.8506	422	0.6337	0.8019	0.6337	0.7960
No log	4.8736	424	0.6092	0.8123	0.6092	0.7805
No log	4.8966	426	0.5678	0.7906	0.5678	0.7535
No log	4.9195	428	0.5605	0.7689	0.5605	0.7487
No log	4.9425	430	0.5710	0.7994	0.5710	0.7556
No log	4.9655	432	0.5982	0.8352	0.5982	0.7734
No log	4.9885	434	0.6769	0.8019	0.6769	0.8227
No log	5.0115	436	0.7116	0.8120	0.7116	0.8436
No log	5.0345	438	0.7444	0.8120	0.7444	0.8628
No log	5.0575	440	0.8011	0.7875	0.8011	0.8950
No log	5.0805	442	0.7297	0.8120	0.7297	0.8542
No log	5.1034	444	0.6646	0.8120	0.6646	0.8152
No log	5.1264	446	0.5885	0.8565	0.5885	0.7672
No log	5.1494	448	0.5419	0.7773	0.5419	0.7361
No log	5.1724	450	0.5419	0.7773	0.5419	0.7361
No log	5.1954	452	0.5588	0.7862	0.5588	0.7475
No log	5.2184	454	0.5782	0.8565	0.5782	0.7604
No log	5.2414	456	0.6394	0.8120	0.6394	0.7997
No log	5.2644	458	0.7517	0.8120	0.7517	0.8670
No log	5.2874	460	0.8017	0.7979	0.8017	0.8954
No log	5.3103	462	0.8921	0.7979	0.8921	0.9445
No log	5.3333	464	0.9556	0.7517	0.9556	0.9775
No log	5.3563	466	0.9226	0.7517	0.9226	0.9605
No log	5.3793	468	0.8223	0.7979	0.8223	0.9068
No log	5.4023	470	0.7624	0.7875	0.7624	0.8732
No log	5.4253	472	0.7609	0.8120	0.7609	0.8723
No log	5.4483	474	0.7951	0.7685	0.7951	0.8917
No log	5.4713	476	0.7667	0.7685	0.7667	0.8756
No log	5.4943	478	0.6996	0.7921	0.6996	0.8364
No log	5.5172	480	0.6477	0.8243	0.6477	0.8048
No log	5.5402	482	0.6182	0.8243	0.6182	0.7862
No log	5.5632	484	0.6411	0.8243	0.6411	0.8007
No log	5.5862	486	0.6179	0.8243	0.6179	0.7861
No log	5.6092	488	0.6411	0.8349	0.6411	0.8007
No log	5.6322	490	0.6184	0.8349	0.6184	0.7864
No log	5.6552	492	0.6099	0.8349	0.6099	0.7810
No log	5.6782	494	0.5694	0.8465	0.5694	0.7546
No log	5.7011	496	0.5521	0.8465	0.5521	0.7430
No log	5.7241	498	0.5556	0.8465	0.5556	0.7454
0.5006	5.7471	500	0.6340	0.8120	0.6340	0.7962
0.5006	5.7701	502	0.7116	0.8120	0.7116	0.8436
0.5006	5.7931	504	0.7213	0.8120	0.7213	0.8493
0.5006	5.8161	506	0.6525	0.8232	0.6525	0.8078
0.5006	5.8391	508	0.6283	0.7986	0.6283	0.7927
0.5006	5.8621	510	0.6538	0.8232	0.6538	0.8086
0.5006	5.8851	512	0.7207	0.8120	0.7207	0.8489
0.5006	5.9080	514	0.8129	0.7685	0.8129	0.9016
0.5006	5.9310	516	0.8297	0.7685	0.8297	0.9109
0.5006	5.9540	518	0.9242	0.7350	0.9242	0.9614
0.5006	5.9770	520	0.9414	0.7350	0.9414	0.9703
0.5006	6.0	522	0.8676	0.7350	0.8676	0.9314
0.5006	6.0230	524	0.7727	0.8120	0.7727	0.8790
0.5006	6.0460	526	0.7625	0.8120	0.7625	0.8732
0.5006	6.0690	528	0.8048	0.8229	0.8048	0.8971
0.5006	6.0920	530	0.8503	0.8229	0.8503	0.9221
0.5006	6.1149	532	0.9143	0.7775	0.9143	0.9562
0.5006	6.1379	534	0.9309	0.7775	0.9309	0.9648
0.5006	6.1609	536	0.9228	0.7775	0.9228	0.9606
0.5006	6.1839	538	0.8999	0.7775	0.8999	0.9487
0.5006	6.2069	540	0.8988	0.7775	0.8988	0.9480
0.5006	6.2299	542	0.8555	0.7775	0.8555	0.9249
0.5006	6.2529	544	0.7665	0.8229	0.7665	0.8755
0.5006	6.2759	546	0.7023	0.8229	0.7023	0.8381
0.5006	6.2989	548	0.6287	0.8120	0.6287	0.7929
0.5006	6.3218	550	0.6218	0.8120	0.6218	0.7885
0.5006	6.3448	552	0.6093	0.8232	0.6093	0.7806
0.5006	6.3678	554	0.5847	0.8232	0.5847	0.7646
0.5006	6.3908	556	0.5689	0.8232	0.5689	0.7542
0.5006	6.4138	558	0.5345	0.8465	0.5345	0.7311
0.5006	6.4368	560	0.5059	0.7618	0.5059	0.7113
0.5006	6.4598	562	0.5049	0.7618	0.5049	0.7106
0.5006	6.4828	564	0.5365	0.8465	0.5365	0.7324
0.5006	6.5057	566	0.6025	0.8465	0.6025	0.7762
0.5006	6.5287	568	0.7043	0.8120	0.7043	0.8392
0.5006	6.5517	570	0.8388	0.7775	0.8388	0.9158
0.5006	6.5747	572	0.9070	0.7517	0.9070	0.9523
0.5006	6.5977	574	0.8936	0.7517	0.8936	0.9453
0.5006	6.6207	576	0.8203	0.7775	0.8203	0.9057
0.5006	6.6437	578	0.7140	0.8120	0.7140	0.8450
0.5006	6.6667	580	0.6358	0.8465	0.6358	0.7974
0.5006	6.6897	582	0.6184	0.8465	0.6184	0.7864
0.5006	6.7126	584	0.6351	0.8465	0.6351	0.7970
0.5006	6.7356	586	0.6896	0.8019	0.6896	0.8304
0.5006	6.7586	588	0.7073	0.7921	0.7073	0.8410
0.5006	6.7816	590	0.6939	0.8019	0.6939	0.8330
0.5006	6.8046	592	0.6551	0.8465	0.6551	0.8094
0.5006	6.8276	594	0.6199	0.8465	0.6199	0.7874
0.5006	6.8506	596	0.6236	0.8465	0.6236	0.7897
0.5006	6.8736	598	0.6669	0.8586	0.6669	0.8166
0.5006	6.8966	600	0.6832	0.8586	0.6832	0.8266
0.5006	6.9195	602	0.7225	0.8586	0.7225	0.8500
0.5006	6.9425	604	0.6976	0.8586	0.6976	0.8352
0.5006	6.9655	606	0.6513	0.8586	0.6513	0.8070
0.5006	6.9885	608	0.6465	0.8586	0.6465	0.8041
0.5006	7.0115	610	0.6275	0.8465	0.6275	0.7921
0.5006	7.0345	612	0.5886	0.8465	0.5886	0.7672
0.5006	7.0575	614	0.5715	0.8465	0.5715	0.7560
0.5006	7.0805	616	0.5324	0.8465	0.5324	0.7297
0.5006	7.1034	618	0.4953	0.8235	0.4953	0.7038
0.5006	7.1264	620	0.4984	0.8465	0.4984	0.7060
0.5006	7.1494	622	0.5362	0.8465	0.5362	0.7323
0.5006	7.1724	624	0.6042	0.8465	0.6042	0.7773
0.5006	7.1954	626	0.6876	0.8465	0.6876	0.8292
0.5006	7.2184	628	0.7849	0.7775	0.7849	0.8859
0.5006	7.2414	630	0.8728	0.7350	0.8728	0.9342
0.5006	7.2644	632	0.8664	0.7350	0.8664	0.9308
0.5006	7.2874	634	0.7901	0.7775	0.7901	0.8889
0.5006	7.3103	636	0.7387	0.8349	0.7387	0.8595
0.5006	7.3333	638	0.7398	0.8349	0.7398	0.8601
0.5006	7.3563	640	0.7659	0.8349	0.7659	0.8752
0.5006	7.3793	642	0.7939	0.8349	0.7939	0.8910
0.5006	7.4023	644	0.7976	0.7875	0.7976	0.8931
0.5006	7.4253	646	0.8052	0.7875	0.8052	0.8973
0.5006	7.4483	648	0.8428	0.7775	0.8428	0.9181
0.5006	7.4713	650	0.8216	0.7775	0.8216	0.9064
0.5006	7.4943	652	0.7662	0.8019	0.7662	0.8753
0.5006	7.5172	654	0.7106	0.8019	0.7106	0.8430
0.5006	7.5402	656	0.6574	0.8465	0.6574	0.8108
0.5006	7.5632	658	0.6135	0.8465	0.6135	0.7833
0.5006	7.5862	660	0.6019	0.8465	0.6019	0.7758
0.5006	7.6092	662	0.6180	0.8465	0.6180	0.7861
0.5006	7.6322	664	0.6466	0.8019	0.6466	0.8041
0.5006	7.6552	666	0.6663	0.8019	0.6663	0.8163
0.5006	7.6782	668	0.6661	0.8019	0.6661	0.8161
0.5006	7.7011	670	0.6634	0.8019	0.6634	0.8145
0.5006	7.7241	672	0.6827	0.8019	0.6827	0.8263
0.5006	7.7471	674	0.7110	0.8019	0.7110	0.8432
0.5006	7.7701	676	0.7582	0.7779	0.7582	0.8708
0.5006	7.7931	678	0.7944	0.7685	0.7944	0.8913
0.5006	7.8161	680	0.7921	0.7685	0.7921	0.8900
0.5006	7.8391	682	0.8039	0.7685	0.8039	0.8966
0.5006	7.8621	684	0.8084	0.7685	0.8084	0.8991
0.5006	7.8851	686	0.8328	0.7685	0.8328	0.9126
0.5006	7.9080	688	0.8646	0.7849	0.8646	0.9298
0.5006	7.9310	690	0.8588	0.7685	0.8588	0.9267
0.5006	7.9540	692	0.8386	0.7685	0.8386	0.9157
0.5006	7.9770	694	0.7926	0.7685	0.7926	0.8903
0.5006	8.0	696	0.7410	0.7921	0.7410	0.8608
0.5006	8.0230	698	0.6914	0.8019	0.6914	0.8315
0.5006	8.0460	700	0.6819	0.8465	0.6819	0.8258
0.5006	8.0690	702	0.6580	0.8465	0.6580	0.8112
0.5006	8.0920	704	0.6445	0.8465	0.6445	0.8028
0.5006	8.1149	706	0.6314	0.8465	0.6314	0.7946
0.5006	8.1379	708	0.6192	0.8465	0.6192	0.7869
0.5006	8.1609	710	0.6027	0.8465	0.6027	0.7763
0.5006	8.1839	712	0.6055	0.8465	0.6055	0.7782
0.5006	8.2069	714	0.6288	0.8465	0.6288	0.7930
0.5006	8.2299	716	0.6248	0.8465	0.6248	0.7905
0.5006	8.2529	718	0.6342	0.8465	0.6342	0.7964
0.5006	8.2759	720	0.6518	0.8465	0.6518	0.8073
0.5006	8.2989	722	0.6570	0.8465	0.6570	0.8105
0.5006	8.3218	724	0.6668	0.8465	0.6668	0.8166
0.5006	8.3448	726	0.7003	0.7921	0.7003	0.8368
0.5006	8.3678	728	0.7393	0.7921	0.7393	0.8598
0.5006	8.3908	730	0.7438	0.7921	0.7438	0.8624
0.5006	8.4138	732	0.7271	0.7921	0.7271	0.8527
0.5006	8.4368	734	0.7379	0.7921	0.7379	0.8590
0.5006	8.4598	736	0.7628	0.7921	0.7628	0.8734
0.5006	8.4828	738	0.7815	0.7921	0.7815	0.8840
0.5006	8.5057	740	0.8095	0.8016	0.8095	0.8997
0.5006	8.5287	742	0.8273	0.8016	0.8273	0.9095
0.5006	8.5517	744	0.8219	0.8016	0.8219	0.9066
0.5006	8.5747	746	0.7881	0.8016	0.7881	0.8878
0.5006	8.5977	748	0.7370	0.7921	0.7370	0.8585
0.5006	8.6207	750	0.6751	0.8349	0.6751	0.8217
0.5006	8.6437	752	0.6163	0.8465	0.6163	0.7850
0.5006	8.6667	754	0.5793	0.8681	0.5793	0.7611
0.5006	8.6897	756	0.5677	0.8681	0.5677	0.7534
0.5006	8.7126	758	0.5722	0.8681	0.5722	0.7565
0.5006	8.7356	760	0.5933	0.8465	0.5933	0.7703
0.5006	8.7586	762	0.6239	0.8465	0.6239	0.7898
0.5006	8.7816	764	0.6666	0.8349	0.6666	0.8165
0.5006	8.8046	766	0.7236	0.7921	0.7236	0.8507
0.5006	8.8276	768	0.7672	0.7921	0.7672	0.8759
0.5006	8.8506	770	0.7822	0.8016	0.7822	0.8844
0.5006	8.8736	772	0.7990	0.8016	0.7990	0.8938
0.5006	8.8966	774	0.8049	0.8016	0.8049	0.8971
0.5006	8.9195	776	0.7896	0.8016	0.7896	0.8886
0.5006	8.9425	778	0.7686	0.8016	0.7686	0.8767
0.5006	8.9655	780	0.7395	0.7921	0.7395	0.8600
0.5006	8.9885	782	0.7156	0.8349	0.7156	0.8460
0.5006	9.0115	784	0.6850	0.8349	0.6850	0.8276
0.5006	9.0345	786	0.6528	0.8349	0.6528	0.8080
0.5006	9.0575	788	0.6247	0.8465	0.6247	0.7904
0.5006	9.0805	790	0.5947	0.8465	0.5947	0.7712
0.5006	9.1034	792	0.5824	0.8465	0.5824	0.7632
0.5006	9.1264	794	0.5860	0.8465	0.5860	0.7655
0.5006	9.1494	796	0.5929	0.8465	0.5929	0.7700
0.5006	9.1724	798	0.5996	0.8465	0.5996	0.7743
0.5006	9.1954	800	0.5985	0.8465	0.5985	0.7736
0.5006	9.2184	802	0.6002	0.8465	0.6002	0.7747
0.5006	9.2414	804	0.6066	0.8465	0.6066	0.7788
0.5006	9.2644	806	0.6199	0.8465	0.6199	0.7874
0.5006	9.2874	808	0.6367	0.8465	0.6367	0.7979
0.5006	9.3103	810	0.6433	0.8465	0.6433	0.8021
0.5006	9.3333	812	0.6457	0.8465	0.6457	0.8035
0.5006	9.3563	814	0.6475	0.8465	0.6475	0.8047
0.5006	9.3793	816	0.6564	0.8349	0.6564	0.8102
0.5006	9.4023	818	0.6611	0.8349	0.6611	0.8131
0.5006	9.4253	820	0.6647	0.8349	0.6647	0.8153
0.5006	9.4483	822	0.6639	0.8465	0.6639	0.8148
0.5006	9.4713	824	0.6666	0.8349	0.6666	0.8165
0.5006	9.4943	826	0.6710	0.8349	0.6710	0.8191
0.5006	9.5172	828	0.6797	0.8349	0.6797	0.8245
0.5006	9.5402	830	0.6892	0.8349	0.6892	0.8302
0.5006	9.5632	832	0.6937	0.8349	0.6937	0.8329
0.5006	9.5862	834	0.6982	0.8349	0.6982	0.8356
0.5006	9.6092	836	0.7061	0.7921	0.7061	0.8403
0.5006	9.6322	838	0.7131	0.7921	0.7131	0.8444
0.5006	9.6552	840	0.7229	0.7921	0.7229	0.8502
0.5006	9.6782	842	0.7279	0.7921	0.7279	0.8532
0.5006	9.7011	844	0.7269	0.7921	0.7269	0.8526
0.5006	9.7241	846	0.7223	0.7921	0.7223	0.8499
0.5006	9.7471	848	0.7175	0.7921	0.7175	0.8470
0.5006	9.7701	850	0.7127	0.7921	0.7127	0.8442
0.5006	9.7931	852	0.7087	0.8349	0.7087	0.8419
0.5006	9.8161	854	0.7033	0.8349	0.7033	0.8386
0.5006	9.8391	856	0.6996	0.8349	0.6996	0.8364
0.5006	9.8621	858	0.6953	0.8349	0.6953	0.8339
0.5006	9.8851	860	0.6904	0.8349	0.6904	0.8309
0.5006	9.9080	862	0.6860	0.8349	0.6860	0.8283
0.5006	9.9310	864	0.6841	0.8349	0.6841	0.8271
0.5006	9.9540	866	0.6827	0.8349	0.6827	0.8263
0.5006	9.9770	868	0.6820	0.8349	0.6820	0.8258
0.5006	10.0	870	0.6817	0.8349	0.6817	0.8257

Framework versions

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