ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k19_task5_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: 0.7124
• Qwk: 0.7533
• Mse: 0.7124
• Rmse: 0.8440

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	0.0270	2	2.3300	0.0077	2.3300	1.5264
No log	0.0541	4	1.6890	0.1098	1.6890	1.2996
No log	0.0811	6	1.6369	0.0375	1.6369	1.2794
No log	0.1081	8	1.5577	0.2283	1.5577	1.2481
No log	0.1351	10	1.3964	0.2575	1.3964	1.1817
No log	0.1622	12	1.6125	0.3227	1.6125	1.2698
No log	0.1892	14	1.5729	0.3201	1.5729	1.2542
No log	0.2162	16	1.4851	0.3435	1.4851	1.2187
No log	0.2432	18	1.2853	0.3339	1.2853	1.1337
No log	0.2703	20	1.3725	0.3274	1.3725	1.1715
No log	0.2973	22	1.4880	0.3134	1.4880	1.2198
No log	0.3243	24	1.3762	0.3267	1.3762	1.1731
No log	0.3514	26	1.2217	0.3304	1.2217	1.1053
No log	0.3784	28	1.3604	0.2966	1.3604	1.1664
No log	0.4054	30	1.9261	0.2592	1.9261	1.3878
No log	0.4324	32	2.1009	0.2295	2.1009	1.4495
No log	0.4595	34	1.5831	0.3140	1.5831	1.2582
No log	0.4865	36	1.2368	0.3389	1.2368	1.1121
No log	0.5135	38	1.2472	0.3574	1.2472	1.1168
No log	0.5405	40	1.5717	0.4019	1.5717	1.2537
No log	0.5676	42	1.9311	0.3053	1.9311	1.3896
No log	0.5946	44	1.6978	0.3871	1.6978	1.3030
No log	0.6216	46	1.2998	0.4756	1.2997	1.1401
No log	0.6486	48	1.0906	0.4983	1.0906	1.0443
No log	0.6757	50	1.0829	0.5412	1.0829	1.0406
No log	0.7027	52	1.1391	0.5129	1.1391	1.0673
No log	0.7297	54	1.5381	0.4099	1.5381	1.2402
No log	0.7568	56	1.5561	0.4367	1.5561	1.2474
No log	0.7838	58	1.1887	0.4824	1.1887	1.0903
No log	0.8108	60	0.9925	0.4844	0.9925	0.9962
No log	0.8378	62	0.9401	0.5646	0.9401	0.9696
No log	0.8649	64	0.9738	0.5568	0.9738	0.9868
No log	0.8919	66	1.0509	0.5876	1.0509	1.0252
No log	0.9189	68	1.0482	0.6051	1.0482	1.0238
No log	0.9459	70	0.9362	0.5860	0.9362	0.9676
No log	0.9730	72	0.9473	0.5605	0.9473	0.9733
No log	1.0	74	1.0770	0.5733	1.0770	1.0378
No log	1.0270	76	1.2847	0.5182	1.2847	1.1335
No log	1.0541	78	1.2060	0.5612	1.2060	1.0982
No log	1.0811	80	1.0050	0.6233	1.0050	1.0025
No log	1.1081	82	0.8868	0.5836	0.8868	0.9417
No log	1.1351	84	0.9153	0.6295	0.9153	0.9567
No log	1.1622	86	1.0377	0.6562	1.0377	1.0187
No log	1.1892	88	1.2568	0.6119	1.2568	1.1210
No log	1.2162	90	1.0894	0.6279	1.0894	1.0437
No log	1.2432	92	0.8615	0.6548	0.8615	0.9282
No log	1.2703	94	0.7639	0.6523	0.7639	0.8740
No log	1.2973	96	0.7468	0.6501	0.7468	0.8641
No log	1.3243	98	0.7812	0.6684	0.7812	0.8839
No log	1.3514	100	1.0654	0.6197	1.0654	1.0322
No log	1.3784	102	1.2291	0.5821	1.2291	1.1087
No log	1.4054	104	0.9961	0.6128	0.9961	0.9980
No log	1.4324	106	0.8634	0.6776	0.8634	0.9292
No log	1.4595	108	0.7235	0.7317	0.7235	0.8506
No log	1.4865	110	0.7106	0.6709	0.7106	0.8430
No log	1.5135	112	0.7106	0.6863	0.7106	0.8430
No log	1.5405	114	0.8040	0.6591	0.8040	0.8966
No log	1.5676	116	1.0379	0.5913	1.0379	1.0188
No log	1.5946	118	1.1160	0.5954	1.1160	1.0564
No log	1.6216	120	0.9240	0.6069	0.9240	0.9612
No log	1.6486	122	0.7877	0.6582	0.7877	0.8875
No log	1.6757	124	0.7420	0.7123	0.7420	0.8614
No log	1.7027	126	0.7119	0.7026	0.7119	0.8437
No log	1.7297	128	0.7190	0.7223	0.7190	0.8479
No log	1.7568	130	0.7059	0.7063	0.7059	0.8402
No log	1.7838	132	0.7076	0.6801	0.7076	0.8412
No log	1.8108	134	0.7331	0.6828	0.7331	0.8562
No log	1.8378	136	0.7022	0.6905	0.7022	0.8380
No log	1.8649	138	0.7501	0.7313	0.7501	0.8661
No log	1.8919	140	0.7789	0.7241	0.7789	0.8825
No log	1.9189	142	0.7021	0.7405	0.7021	0.8379
No log	1.9459	144	0.6829	0.6919	0.6829	0.8264
No log	1.9730	146	0.6801	0.6868	0.6801	0.8247
No log	2.0	148	0.6978	0.7461	0.6978	0.8353
No log	2.0270	150	0.8817	0.6628	0.8817	0.9390
No log	2.0541	152	1.0325	0.6328	1.0325	1.0161
No log	2.0811	154	0.9440	0.6391	0.9440	0.9716
No log	2.1081	156	0.7924	0.6749	0.7924	0.8902
No log	2.1351	158	0.7627	0.7024	0.7627	0.8733
No log	2.1622	160	0.8220	0.6767	0.8220	0.9067
No log	2.1892	162	0.8430	0.6687	0.8430	0.9181
No log	2.2162	164	0.7456	0.7225	0.7456	0.8635
No log	2.2432	166	0.6964	0.6898	0.6964	0.8345
No log	2.2703	168	0.6939	0.6920	0.6939	0.8330
No log	2.2973	170	0.7435	0.7194	0.7435	0.8623
No log	2.3243	172	0.8551	0.6495	0.8551	0.9247
No log	2.3514	174	0.8607	0.6490	0.8607	0.9277
No log	2.3784	176	0.7445	0.6952	0.7445	0.8628
No log	2.4054	178	0.7007	0.7132	0.7007	0.8371
No log	2.4324	180	0.7111	0.7188	0.7111	0.8433
No log	2.4595	182	0.8102	0.6967	0.8102	0.9001
No log	2.4865	184	0.8889	0.6595	0.8889	0.9428
No log	2.5135	186	0.8566	0.7066	0.8566	0.9255
No log	2.5405	188	0.7241	0.7417	0.7241	0.8509
No log	2.5676	190	0.6594	0.7390	0.6594	0.8120
No log	2.5946	192	0.6305	0.7314	0.6305	0.7941
No log	2.6216	194	0.6197	0.7135	0.6197	0.7872
No log	2.6486	196	0.6221	0.7329	0.6221	0.7887
No log	2.6757	198	0.6222	0.7283	0.6222	0.7888
No log	2.7027	200	0.6211	0.7229	0.6211	0.7881
No log	2.7297	202	0.6275	0.7221	0.6275	0.7921
No log	2.7568	204	0.6544	0.7238	0.6544	0.8090
No log	2.7838	206	0.7257	0.7400	0.7257	0.8519
No log	2.8108	208	0.7264	0.7512	0.7264	0.8523
No log	2.8378	210	0.6465	0.7321	0.6465	0.8040
No log	2.8649	212	0.6340	0.7027	0.6340	0.7963
No log	2.8919	214	0.6341	0.7159	0.6341	0.7963
No log	2.9189	216	0.6538	0.7283	0.6538	0.8086
No log	2.9459	218	0.7312	0.7321	0.7312	0.8551
No log	2.9730	220	0.8520	0.6942	0.8520	0.9230
No log	3.0	222	0.9061	0.6489	0.9061	0.9519
No log	3.0270	224	0.9274	0.6548	0.9274	0.9630
No log	3.0541	226	0.8985	0.6595	0.8985	0.9479
No log	3.0811	228	0.7733	0.6923	0.7733	0.8794
No log	3.1081	230	0.7265	0.7263	0.7265	0.8523
No log	3.1351	232	0.7129	0.7263	0.7129	0.8443
No log	3.1622	234	0.7765	0.7068	0.7765	0.8812
No log	3.1892	236	0.8263	0.7064	0.8263	0.9090
No log	3.2162	238	0.9246	0.6776	0.9246	0.9615
No log	3.2432	240	0.9179	0.6865	0.9179	0.9581
No log	3.2703	242	0.8019	0.7323	0.8019	0.8955
No log	3.2973	244	0.7560	0.7330	0.7560	0.8695
No log	3.3243	246	0.7376	0.7354	0.7376	0.8588
No log	3.3514	248	0.7485	0.6988	0.7485	0.8652
No log	3.3784	250	0.7242	0.7519	0.7242	0.8510
No log	3.4054	252	0.7679	0.7098	0.7679	0.8763
No log	3.4324	254	0.7990	0.7159	0.7990	0.8939
No log	3.4595	256	0.8388	0.7219	0.8388	0.9159
No log	3.4865	258	0.8759	0.7147	0.8759	0.9359
No log	3.5135	260	0.7830	0.7316	0.7830	0.8849
No log	3.5405	262	0.6923	0.7413	0.6923	0.8320
No log	3.5676	264	0.7184	0.7330	0.7184	0.8476
No log	3.5946	266	0.8240	0.6846	0.8240	0.9077
No log	3.6216	268	0.9946	0.6442	0.9946	0.9973
No log	3.6486	270	1.0589	0.6079	1.0589	1.0290
No log	3.6757	272	0.9319	0.6603	0.9319	0.9654
No log	3.7027	274	0.7463	0.7013	0.7463	0.8639
No log	3.7297	276	0.6537	0.7448	0.6537	0.8085
No log	3.7568	278	0.6439	0.7204	0.6439	0.8025
No log	3.7838	280	0.6743	0.7401	0.6743	0.8211
No log	3.8108	282	0.8310	0.7142	0.8310	0.9116
No log	3.8378	284	0.9747	0.6452	0.9747	0.9873
No log	3.8649	286	0.9375	0.6613	0.9375	0.9682
No log	3.8919	288	0.7879	0.7342	0.7879	0.8876
No log	3.9189	290	0.7529	0.7343	0.7529	0.8677
No log	3.9459	292	0.7256	0.7512	0.7256	0.8518
No log	3.9730	294	0.7834	0.7118	0.7834	0.8851
No log	4.0	296	0.9214	0.6496	0.9214	0.9599
No log	4.0270	298	1.1076	0.6083	1.1076	1.0524
No log	4.0541	300	1.1010	0.6058	1.1010	1.0493
No log	4.0811	302	1.0948	0.6172	1.0948	1.0463
No log	4.1081	304	0.9631	0.6488	0.9631	0.9814
No log	4.1351	306	0.8969	0.6529	0.8969	0.9471
No log	4.1622	308	0.8992	0.6529	0.8992	0.9483
No log	4.1892	310	0.9480	0.6488	0.9480	0.9736
No log	4.2162	312	0.8858	0.6561	0.8858	0.9412
No log	4.2432	314	0.8227	0.6776	0.8227	0.9070
No log	4.2703	316	0.8221	0.6731	0.8221	0.9067
No log	4.2973	318	0.8179	0.6995	0.8179	0.9044
No log	4.3243	320	0.8480	0.6923	0.8480	0.9209
No log	4.3514	322	0.8429	0.7356	0.8429	0.9181
No log	4.3784	324	0.8281	0.7552	0.8281	0.9100
No log	4.4054	326	0.8414	0.7454	0.8414	0.9173
No log	4.4324	328	0.8753	0.6802	0.8753	0.9356
No log	4.4595	330	0.8250	0.7454	0.8250	0.9083
No log	4.4865	332	0.7165	0.7728	0.7165	0.8465
No log	4.5135	334	0.6287	0.7377	0.6287	0.7929
No log	4.5405	336	0.6101	0.7093	0.6101	0.7811
No log	4.5676	338	0.6099	0.7093	0.6099	0.7810
No log	4.5946	340	0.6417	0.7284	0.6417	0.8010
No log	4.6216	342	0.7061	0.7642	0.7061	0.8403
No log	4.6486	344	0.8115	0.7289	0.8115	0.9008
No log	4.6757	346	0.9293	0.6520	0.9293	0.9640
No log	4.7027	348	1.0918	0.6220	1.0918	1.0449
No log	4.7297	350	1.1107	0.6207	1.1107	1.0539
No log	4.7568	352	1.0698	0.6205	1.0698	1.0343
No log	4.7838	354	0.8920	0.6713	0.8920	0.9445
No log	4.8108	356	0.7273	0.7448	0.7273	0.8528
No log	4.8378	358	0.6932	0.7597	0.6932	0.8326
No log	4.8649	360	0.7397	0.7412	0.7397	0.8601
No log	4.8919	362	0.8562	0.6876	0.8562	0.9253
No log	4.9189	364	1.0890	0.6205	1.0890	1.0435
No log	4.9459	366	1.2695	0.5737	1.2695	1.1267
No log	4.9730	368	1.2599	0.5529	1.2599	1.1224
No log	5.0	370	1.1777	0.5664	1.1777	1.0852
No log	5.0270	372	1.0814	0.6174	1.0814	1.0399
No log	5.0541	374	1.0039	0.6266	1.0039	1.0019
No log	5.0811	376	0.8597	0.6697	0.8597	0.9272
No log	5.1081	378	0.7998	0.7053	0.7998	0.8943
No log	5.1351	380	0.8573	0.6905	0.8573	0.9259
No log	5.1622	382	0.9628	0.6778	0.9628	0.9812
No log	5.1892	384	1.1315	0.6276	1.1315	1.0637
No log	5.2162	386	1.2169	0.6152	1.2169	1.1031
No log	5.2432	388	1.1962	0.5943	1.1962	1.0937
No log	5.2703	390	1.0804	0.6095	1.0804	1.0394
No log	5.2973	392	0.9046	0.6524	0.9046	0.9511
No log	5.3243	394	0.7490	0.6984	0.7490	0.8654
No log	5.3514	396	0.7006	0.7203	0.7006	0.8370
No log	5.3784	398	0.7193	0.7137	0.7193	0.8481
No log	5.4054	400	0.7811	0.7274	0.7811	0.8838
No log	5.4324	402	0.8682	0.7060	0.8682	0.9318
No log	5.4595	404	0.9823	0.6627	0.9823	0.9911
No log	5.4865	406	0.9892	0.6644	0.9892	0.9946
No log	5.5135	408	0.9038	0.6977	0.9038	0.9507
No log	5.5405	410	0.7573	0.7698	0.7573	0.8702
No log	5.5676	412	0.6415	0.7416	0.6415	0.8009
No log	5.5946	414	0.6069	0.7061	0.6069	0.7790
No log	5.6216	416	0.6066	0.7093	0.6066	0.7789
No log	5.6486	418	0.6266	0.7207	0.6266	0.7916
No log	5.6757	420	0.7097	0.7593	0.7097	0.8424
No log	5.7027	422	0.8180	0.6976	0.8180	0.9044
No log	5.7297	424	0.8575	0.6882	0.8575	0.9260
No log	5.7568	426	0.8041	0.7072	0.8041	0.8967
No log	5.7838	428	0.7354	0.7564	0.7354	0.8576
No log	5.8108	430	0.6640	0.7495	0.6640	0.8148
No log	5.8378	432	0.6591	0.7495	0.6591	0.8118
No log	5.8649	434	0.7036	0.7433	0.7036	0.8388
No log	5.8919	436	0.7613	0.7239	0.7613	0.8725
No log	5.9189	438	0.8239	0.7018	0.8239	0.9077
No log	5.9459	440	0.8190	0.7018	0.8190	0.9050
No log	5.9730	442	0.7547	0.7436	0.7547	0.8687
No log	6.0	444	0.7275	0.7441	0.7275	0.8529
No log	6.0270	446	0.7558	0.7441	0.7558	0.8694
No log	6.0541	448	0.8178	0.7176	0.8178	0.9043
No log	6.0811	450	0.8375	0.6960	0.8375	0.9151
No log	6.1081	452	0.8530	0.6960	0.8530	0.9236
No log	6.1351	454	0.8223	0.6960	0.8223	0.9068
No log	6.1622	456	0.7921	0.7033	0.7921	0.8900
No log	6.1892	458	0.7954	0.7014	0.7954	0.8918
No log	6.2162	460	0.7815	0.6973	0.7815	0.8840
No log	6.2432	462	0.7826	0.6953	0.7826	0.8846
No log	6.2703	464	0.8077	0.7096	0.8077	0.8987
No log	6.2973	466	0.8845	0.6806	0.8845	0.9405
No log	6.3243	468	0.9755	0.6372	0.9755	0.9877
No log	6.3514	470	0.9723	0.6605	0.9723	0.9860
No log	6.3784	472	0.8944	0.6865	0.8944	0.9457
No log	6.4054	474	0.7930	0.7295	0.7930	0.8905
No log	6.4324	476	0.6994	0.7399	0.6994	0.8363
No log	6.4595	478	0.6515	0.7622	0.6515	0.8072
No log	6.4865	480	0.6350	0.7585	0.6350	0.7969
No log	6.5135	482	0.6540	0.7616	0.6540	0.8087
No log	6.5405	484	0.7243	0.7315	0.7243	0.8511
No log	6.5676	486	0.8273	0.7233	0.8273	0.9096
No log	6.5946	488	0.8952	0.6923	0.8952	0.9462
No log	6.6216	490	0.9120	0.6806	0.9120	0.9550
No log	6.6486	492	0.8865	0.6923	0.8865	0.9416
No log	6.6757	494	0.8082	0.7134	0.8082	0.8990
No log	6.7027	496	0.7225	0.7529	0.7225	0.8500
No log	6.7297	498	0.6757	0.7564	0.6757	0.8220
0.3084	6.7568	500	0.6666	0.7573	0.6666	0.8164
0.3084	6.7838	502	0.6732	0.7564	0.6732	0.8205
0.3084	6.8108	504	0.6549	0.7616	0.6549	0.8093
0.3084	6.8378	506	0.6667	0.7605	0.6667	0.8165
0.3084	6.8649	508	0.7184	0.7315	0.7184	0.8476
0.3084	6.8919	510	0.8026	0.7254	0.8026	0.8959
0.3084	6.9189	512	0.9189	0.6949	0.9189	0.9586
0.3084	6.9459	514	0.9789	0.6528	0.9789	0.9894
0.3084	6.9730	516	0.9627	0.6447	0.9627	0.9812
0.3084	7.0	518	0.9229	0.6645	0.9229	0.9607
0.3084	7.0270	520	0.8692	0.6662	0.8692	0.9323
0.3084	7.0541	522	0.7844	0.7076	0.7844	0.8857
0.3084	7.0811	524	0.7364	0.7317	0.7364	0.8582
0.3084	7.1081	526	0.7134	0.7396	0.7134	0.8446
0.3084	7.1351	528	0.7072	0.7566	0.7072	0.8410
0.3084	7.1622	530	0.7352	0.7317	0.7352	0.8574
0.3084	7.1892	532	0.7565	0.7197	0.7565	0.8698
0.3084	7.2162	534	0.8076	0.7134	0.8076	0.8987
0.3084	7.2432	536	0.8829	0.6679	0.8829	0.9396
0.3084	7.2703	538	0.9251	0.6527	0.9251	0.9618
0.3084	7.2973	540	0.9292	0.6543	0.9292	0.9640
0.3084	7.3243	542	0.8999	0.6559	0.8999	0.9486
0.3084	7.3514	544	0.8448	0.6894	0.8448	0.9191
0.3084	7.3784	546	0.7851	0.7014	0.7851	0.8860
0.3084	7.4054	548	0.7469	0.7018	0.7469	0.8642
0.3084	7.4324	550	0.7370	0.6958	0.7370	0.8585
0.3084	7.4595	552	0.7242	0.6922	0.7242	0.8510
0.3084	7.4865	554	0.7245	0.7130	0.7245	0.8512
0.3084	7.5135	556	0.7505	0.6922	0.7505	0.8663
0.3084	7.5405	558	0.7882	0.6956	0.7882	0.8878
0.3084	7.5676	560	0.8233	0.6894	0.8233	0.9074
0.3084	7.5946	562	0.8613	0.6976	0.8613	0.9281
0.3084	7.6216	564	0.9047	0.6962	0.9047	0.9511
0.3084	7.6486	566	0.9023	0.6962	0.9023	0.9499
0.3084	7.6757	568	0.8646	0.6918	0.8646	0.9299
0.3084	7.7027	570	0.8004	0.7134	0.8004	0.8946
0.3084	7.7297	572	0.7286	0.7366	0.7286	0.8536
0.3084	7.7568	574	0.6707	0.7446	0.6707	0.8189
0.3084	7.7838	576	0.6491	0.7522	0.6491	0.8057
0.3084	7.8108	578	0.6483	0.7522	0.6483	0.8052
0.3084	7.8378	580	0.6514	0.7601	0.6514	0.8071
0.3084	7.8649	582	0.6670	0.7482	0.6670	0.8167
0.3084	7.8919	584	0.6839	0.7539	0.6839	0.8270
0.3084	7.9189	586	0.7069	0.7626	0.7069	0.8408
0.3084	7.9459	588	0.7155	0.7449	0.7155	0.8459
0.3084	7.9730	590	0.7377	0.7407	0.7377	0.8589
0.3084	8.0	592	0.7566	0.7407	0.7566	0.8698
0.3084	8.0270	594	0.7564	0.7407	0.7564	0.8697
0.3084	8.0541	596	0.7475	0.7407	0.7475	0.8646
0.3084	8.0811	598	0.7222	0.7407	0.7222	0.8498
0.3084	8.1081	600	0.6853	0.7539	0.6853	0.8278
0.3084	8.1351	602	0.6637	0.7446	0.6637	0.8147
0.3084	8.1622	604	0.6611	0.7446	0.6611	0.8131
0.3084	8.1892	606	0.6590	0.7532	0.6590	0.8118
0.3084	8.2162	608	0.6655	0.7601	0.6655	0.8158
0.3084	8.2432	610	0.6890	0.7626	0.6890	0.8301
0.3084	8.2703	612	0.7188	0.7407	0.7188	0.8478
0.3084	8.2973	614	0.7358	0.7323	0.7358	0.8578
0.3084	8.3243	616	0.7395	0.7281	0.7395	0.8599
0.3084	8.3514	618	0.7292	0.7288	0.7292	0.8539
0.3084	8.3784	620	0.7223	0.7407	0.7223	0.8499
0.3084	8.4054	622	0.6984	0.7407	0.6984	0.8357
0.3084	8.4324	624	0.6816	0.7668	0.6816	0.8256
0.3084	8.4595	626	0.6629	0.7751	0.6629	0.8142
0.3084	8.4865	628	0.6571	0.7751	0.6571	0.8106
0.3084	8.5135	630	0.6525	0.7739	0.6525	0.8078
0.3084	8.5405	632	0.6412	0.7612	0.6412	0.8008
0.3084	8.5676	634	0.6364	0.7697	0.6364	0.7977
0.3084	8.5946	636	0.6326	0.7697	0.6326	0.7953
0.3084	8.6216	638	0.6373	0.7697	0.6373	0.7983
0.3084	8.6486	640	0.6493	0.7739	0.6493	0.8058
0.3084	8.6757	642	0.6618	0.7668	0.6618	0.8135
0.3084	8.7027	644	0.6746	0.7585	0.6746	0.8213
0.3084	8.7297	646	0.6848	0.7585	0.6848	0.8275
0.3084	8.7568	648	0.6982	0.7556	0.6982	0.8356
0.3084	8.7838	650	0.6987	0.7514	0.6987	0.8359
0.3084	8.8108	652	0.6996	0.7514	0.6996	0.8364
0.3084	8.8378	654	0.6941	0.7514	0.6941	0.8331
0.3084	8.8649	656	0.6814	0.7424	0.6814	0.8254
0.3084	8.8919	658	0.6638	0.7473	0.6638	0.8148
0.3084	8.9189	660	0.6463	0.7642	0.6463	0.8039
0.3084	8.9459	662	0.6315	0.7728	0.6315	0.7947
0.3084	8.9730	664	0.6254	0.7733	0.6254	0.7908
0.3084	9.0	666	0.6246	0.7697	0.6246	0.7903
0.3084	9.0270	668	0.6288	0.7691	0.6288	0.7930
0.3084	9.0541	670	0.6373	0.7728	0.6373	0.7983
0.3084	9.0811	672	0.6448	0.7643	0.6448	0.8030
0.3084	9.1081	674	0.6588	0.7558	0.6588	0.8116
0.3084	9.1351	676	0.6790	0.7407	0.6790	0.8240
0.3084	9.1622	678	0.6961	0.7498	0.6961	0.8343
0.3084	9.1892	680	0.7076	0.7498	0.7076	0.8412
0.3084	9.2162	682	0.7180	0.7414	0.7180	0.8473
0.3084	9.2432	684	0.7202	0.7414	0.7202	0.8487
0.3084	9.2703	686	0.7187	0.7533	0.7187	0.8478
0.3084	9.2973	688	0.7139	0.7498	0.7139	0.8449
0.3084	9.3243	690	0.7151	0.7498	0.7151	0.8456
0.3084	9.3514	692	0.7176	0.7533	0.7176	0.8471
0.3084	9.3784	694	0.7256	0.7373	0.7256	0.8518
0.3084	9.4054	696	0.7340	0.7373	0.7340	0.8567
0.3084	9.4324	698	0.7426	0.7373	0.7426	0.8617
0.3084	9.4595	700	0.7435	0.7373	0.7435	0.8622
0.3084	9.4865	702	0.7389	0.7373	0.7389	0.8596
0.3084	9.5135	704	0.7376	0.7373	0.7376	0.8588
0.3084	9.5405	706	0.7358	0.7373	0.7358	0.8578
0.3084	9.5676	708	0.7275	0.7373	0.7275	0.8529
0.3084	9.5946	710	0.7225	0.7373	0.7225	0.8500
0.3084	9.6216	712	0.7199	0.7373	0.7199	0.8485
0.3084	9.6486	714	0.7151	0.7533	0.7151	0.8457
0.3084	9.6757	716	0.7127	0.7533	0.7127	0.8442
0.3084	9.7027	718	0.7142	0.7533	0.7142	0.8451
0.3084	9.7297	720	0.7169	0.7533	0.7169	0.8467
0.3084	9.7568	722	0.7194	0.7533	0.7194	0.8482
0.3084	9.7838	724	0.7200	0.7533	0.7200	0.8485
0.3084	9.8108	726	0.7183	0.7533	0.7183	0.8475
0.3084	9.8378	728	0.7156	0.7533	0.7156	0.8459
0.3084	9.8649	730	0.7131	0.7533	0.7131	0.8445
0.3084	9.8919	732	0.7120	0.7533	0.7120	0.8438
0.3084	9.9189	734	0.7120	0.7533	0.7120	0.8438
0.3084	9.9459	736	0.7122	0.7533	0.7122	0.8439
0.3084	9.9730	738	0.7123	0.7533	0.7123	0.8440
0.3084	10.0	740	0.7124	0.7533	0.7124	0.8440

Framework versions

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