ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k18_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: 0.8490
• Qwk: 0.6868
• Mse: 0.8490
• Rmse: 0.9214

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	0.0238	2	2.3078	-0.0857	2.3078	1.5192
No log	0.0476	4	1.9072	0.0127	1.9072	1.3810
No log	0.0714	6	1.6123	0.0268	1.6123	1.2698
No log	0.0952	8	1.4006	0.1415	1.4006	1.1835
No log	0.1190	10	1.4465	0.1968	1.4465	1.2027
No log	0.1429	12	1.4623	0.1843	1.4623	1.2093
No log	0.1667	14	1.3562	0.1588	1.3562	1.1646
No log	0.1905	16	1.2757	0.1266	1.2757	1.1295
No log	0.2143	18	1.2668	0.1057	1.2668	1.1255
No log	0.2381	20	1.3707	0.1378	1.3707	1.1708
No log	0.2619	22	1.4172	0.1182	1.4172	1.1905
No log	0.2857	24	1.3578	0.1842	1.3578	1.1653
No log	0.3095	26	1.2064	0.1865	1.2064	1.0984
No log	0.3333	28	1.1900	0.3159	1.1900	1.0908
No log	0.3571	30	1.1608	0.2353	1.1608	1.0774
No log	0.3810	32	1.1760	0.2298	1.1760	1.0844
No log	0.4048	34	1.1526	0.2517	1.1526	1.0736
No log	0.4286	36	1.1168	0.3205	1.1168	1.0568
No log	0.4524	38	1.1133	0.3593	1.1133	1.0551
No log	0.4762	40	1.0898	0.3837	1.0898	1.0439
No log	0.5	42	1.0426	0.4579	1.0426	1.0211
No log	0.5238	44	1.0470	0.4087	1.0470	1.0232
No log	0.5476	46	1.0513	0.4560	1.0513	1.0253
No log	0.5714	48	1.0553	0.4740	1.0553	1.0273
No log	0.5952	50	1.0869	0.4532	1.0869	1.0425
No log	0.6190	52	1.2517	0.3217	1.2517	1.1188
No log	0.6429	54	1.5162	0.2334	1.5162	1.2313
No log	0.6667	56	1.4052	0.3228	1.4052	1.1854
No log	0.6905	58	0.9848	0.5089	0.9848	0.9924
No log	0.7143	60	0.9655	0.5210	0.9655	0.9826
No log	0.7381	62	1.1326	0.4545	1.1326	1.0642
No log	0.7619	64	1.2699	0.3846	1.2699	1.1269
No log	0.7857	66	1.5723	0.2421	1.5723	1.2539
No log	0.8095	68	1.4490	0.2695	1.4490	1.2038
No log	0.8333	70	1.1771	0.4332	1.1771	1.0850
No log	0.8571	72	1.0087	0.5225	1.0087	1.0043
No log	0.8810	74	0.8796	0.5921	0.8796	0.9379
No log	0.9048	76	0.8602	0.5988	0.8602	0.9275
No log	0.9286	78	0.9329	0.5848	0.9329	0.9659
No log	0.9524	80	1.1869	0.4673	1.1869	1.0894
No log	0.9762	82	1.2171	0.4711	1.2171	1.1032
No log	1.0	84	0.9717	0.5905	0.9717	0.9857
No log	1.0238	86	0.8474	0.5955	0.8474	0.9205
No log	1.0476	88	0.8326	0.5747	0.8326	0.9125
No log	1.0714	90	0.8803	0.5866	0.8803	0.9382
No log	1.0952	92	1.1195	0.4672	1.1195	1.0581
No log	1.1190	94	1.2153	0.4338	1.2153	1.1024
No log	1.1429	96	1.2349	0.4315	1.2349	1.1113
No log	1.1667	98	1.2886	0.4491	1.2886	1.1351
No log	1.1905	100	0.9969	0.4614	0.9969	0.9985
No log	1.2143	102	0.9441	0.5302	0.9441	0.9717
No log	1.2381	104	1.0252	0.5136	1.0252	1.0125
No log	1.2619	106	1.2587	0.4862	1.2587	1.1219
No log	1.2857	108	1.2008	0.4990	1.2008	1.0958
No log	1.3095	110	0.9935	0.5684	0.9935	0.9967
No log	1.3333	112	0.9248	0.6103	0.9248	0.9617
No log	1.3571	114	1.0318	0.5828	1.0318	1.0158
No log	1.3810	116	1.2329	0.4814	1.2329	1.1104
No log	1.4048	118	1.3174	0.4878	1.3174	1.1478
No log	1.4286	120	1.1278	0.5872	1.1278	1.0620
No log	1.4524	122	0.8962	0.6029	0.8962	0.9467
No log	1.4762	124	0.8316	0.6219	0.8316	0.9119
No log	1.5	126	0.8860	0.6029	0.8860	0.9413
No log	1.5238	128	1.0480	0.5707	1.0480	1.0237
No log	1.5476	130	1.0111	0.5827	1.0111	1.0055
No log	1.5714	132	1.0124	0.5827	1.0124	1.0062
No log	1.5952	134	1.0351	0.5815	1.0351	1.0174
No log	1.6190	136	1.0980	0.5639	1.0980	1.0479
No log	1.6429	138	1.1130	0.5640	1.1130	1.0550
No log	1.6667	140	0.9284	0.6055	0.9284	0.9635
No log	1.6905	142	0.8704	0.6355	0.8704	0.9330
No log	1.7143	144	0.8552	0.6447	0.8552	0.9248
No log	1.7381	146	0.9618	0.5987	0.9618	0.9807
No log	1.7619	148	1.1616	0.5593	1.1616	1.0778
No log	1.7857	150	1.0983	0.5711	1.0983	1.0480
No log	1.8095	152	0.8800	0.6257	0.8800	0.9381
No log	1.8333	154	0.8046	0.6606	0.8046	0.8970
No log	1.8571	156	0.8069	0.6645	0.8069	0.8983
No log	1.8810	158	0.7730	0.6714	0.7730	0.8792
No log	1.9048	160	0.7986	0.6802	0.7986	0.8936
No log	1.9286	162	0.7485	0.6967	0.7485	0.8652
No log	1.9524	164	0.7355	0.7059	0.7355	0.8576
No log	1.9762	166	0.7272	0.7059	0.7272	0.8528
No log	2.0	168	0.7613	0.7146	0.7613	0.8725
No log	2.0238	170	0.7925	0.7352	0.7925	0.8902
No log	2.0476	172	0.9304	0.6831	0.9304	0.9646
No log	2.0714	174	0.7826	0.7435	0.7826	0.8846
No log	2.0952	176	0.7482	0.7401	0.7482	0.8650
No log	2.1190	178	0.7657	0.7457	0.7657	0.8750
No log	2.1429	180	0.7226	0.7323	0.7226	0.8501
No log	2.1667	182	0.7241	0.7382	0.7241	0.8509
No log	2.1905	184	0.7116	0.7467	0.7116	0.8436
No log	2.2143	186	0.6682	0.7164	0.6682	0.8174
No log	2.2381	188	0.7017	0.7387	0.7017	0.8377
No log	2.2619	190	0.8065	0.7095	0.8065	0.8981
No log	2.2857	192	0.7970	0.7111	0.7970	0.8928
No log	2.3095	194	0.7749	0.7217	0.7749	0.8803
No log	2.3333	196	0.7542	0.7308	0.7542	0.8684
No log	2.3571	198	0.9062	0.6921	0.9062	0.9519
No log	2.3810	200	0.8865	0.7011	0.8865	0.9415
No log	2.4048	202	0.8077	0.7275	0.8077	0.8987
No log	2.4286	204	0.7108	0.7529	0.7108	0.8431
No log	2.4524	206	0.6805	0.7533	0.6805	0.8249
No log	2.4762	208	0.7361	0.7384	0.7361	0.8580
No log	2.5	210	0.8909	0.6949	0.8909	0.9439
No log	2.5238	212	0.8430	0.7081	0.8430	0.9181
No log	2.5476	214	0.7169	0.7468	0.7169	0.8467
No log	2.5714	216	0.7389	0.7364	0.7389	0.8596
No log	2.5952	218	0.8798	0.7065	0.8798	0.9380
No log	2.6190	220	0.8165	0.7275	0.8165	0.9036
No log	2.6429	222	0.7703	0.7336	0.7703	0.8777
No log	2.6667	224	0.7071	0.7303	0.7071	0.8409
No log	2.6905	226	0.5981	0.7432	0.5981	0.7734
No log	2.7143	228	0.5784	0.6974	0.5784	0.7605
No log	2.7381	230	0.6092	0.7143	0.6092	0.7805
No log	2.7619	232	0.7606	0.6804	0.7606	0.8721
No log	2.7857	234	1.0174	0.6113	1.0174	1.0087
No log	2.8095	236	1.0594	0.6019	1.0594	1.0293
No log	2.8333	238	1.0005	0.6153	1.0005	1.0003
No log	2.8571	240	0.8369	0.6913	0.8369	0.9148
No log	2.8810	242	0.7371	0.7514	0.7371	0.8586
No log	2.9048	244	0.6807	0.7454	0.6807	0.8250
No log	2.9286	246	0.6787	0.7475	0.6787	0.8238
No log	2.9524	248	0.6657	0.7553	0.6657	0.8159
No log	2.9762	250	0.7271	0.7194	0.7271	0.8527
No log	3.0	252	0.7629	0.7232	0.7629	0.8734
No log	3.0238	254	0.7678	0.7156	0.7678	0.8762
No log	3.0476	256	0.7120	0.7501	0.7120	0.8438
No log	3.0714	258	0.6469	0.7553	0.6469	0.8043
No log	3.0952	260	0.5917	0.7485	0.5917	0.7692
No log	3.1190	262	0.5900	0.7497	0.5900	0.7681
No log	3.1429	264	0.5979	0.7484	0.5979	0.7732
No log	3.1667	266	0.6508	0.7483	0.6508	0.8067
No log	3.1905	268	0.6192	0.7553	0.6192	0.7869
No log	3.2143	270	0.6250	0.7550	0.6250	0.7906
No log	3.2381	272	0.6845	0.7553	0.6845	0.8273
No log	3.2619	274	0.7063	0.7519	0.7063	0.8404
No log	3.2857	276	0.6827	0.7359	0.6827	0.8262
No log	3.3095	278	0.6575	0.7508	0.6575	0.8109
No log	3.3333	280	0.6182	0.7129	0.6182	0.7862
No log	3.3571	282	0.6216	0.7081	0.6216	0.7884
No log	3.3810	284	0.6645	0.7658	0.6645	0.8152
No log	3.4048	286	0.6905	0.7562	0.6905	0.8309
No log	3.4286	288	0.6994	0.7363	0.6994	0.8363
No log	3.4524	290	0.7533	0.7260	0.7533	0.8679
No log	3.4762	292	0.7681	0.7239	0.7681	0.8764
No log	3.5	294	0.6866	0.7401	0.6866	0.8286
No log	3.5238	296	0.6871	0.7302	0.6871	0.8289
No log	3.5476	298	0.6964	0.7302	0.6964	0.8345
No log	3.5714	300	0.6865	0.7302	0.6865	0.8285
No log	3.5952	302	0.6071	0.7340	0.6071	0.7792
No log	3.6190	304	0.5960	0.7395	0.5960	0.7720
No log	3.6429	306	0.6437	0.7449	0.6437	0.8023
No log	3.6667	308	0.7046	0.7390	0.7046	0.8394
No log	3.6905	310	0.7097	0.7390	0.7097	0.8424
No log	3.7143	312	0.6736	0.7403	0.6736	0.8207
No log	3.7381	314	0.6906	0.7442	0.6906	0.8310
No log	3.7619	316	0.7575	0.7046	0.7575	0.8703
No log	3.7857	318	0.8619	0.6669	0.8619	0.9284
No log	3.8095	320	0.9484	0.6374	0.9484	0.9739
No log	3.8333	322	0.9108	0.6561	0.9108	0.9543
No log	3.8571	324	0.8498	0.6926	0.8498	0.9219
No log	3.8810	326	0.8068	0.6965	0.8068	0.8982
No log	3.9048	328	0.7907	0.6988	0.7907	0.8892
No log	3.9286	330	0.7993	0.6988	0.7993	0.8941
No log	3.9524	332	0.7540	0.7078	0.7540	0.8683
No log	3.9762	334	0.6885	0.7246	0.6885	0.8298
No log	4.0	336	0.6919	0.7108	0.6919	0.8318
No log	4.0238	338	0.7572	0.7047	0.7572	0.8702
No log	4.0476	340	0.8322	0.6777	0.8322	0.9123
No log	4.0714	342	0.9028	0.6301	0.9028	0.9501
No log	4.0952	344	0.9064	0.6453	0.9064	0.9521
No log	4.1190	346	0.8421	0.6688	0.8421	0.9176
No log	4.1429	348	0.7649	0.7393	0.7649	0.8746
No log	4.1667	350	0.7721	0.7370	0.7721	0.8787
No log	4.1905	352	0.9007	0.6731	0.9007	0.9491
No log	4.2143	354	0.9790	0.6332	0.9790	0.9895
No log	4.2381	356	0.9150	0.6468	0.9150	0.9566
No log	4.2619	358	0.8245	0.6865	0.8245	0.9080
No log	4.2857	360	0.7578	0.7259	0.7578	0.8705
No log	4.3095	362	0.7482	0.7281	0.7482	0.8650
No log	4.3333	364	0.7828	0.7096	0.7828	0.8847
No log	4.3571	366	0.7501	0.7159	0.7501	0.8661
No log	4.3810	368	0.7620	0.7050	0.7620	0.8729
No log	4.4048	370	0.8209	0.7030	0.8209	0.9060
No log	4.4286	372	0.9339	0.6461	0.9339	0.9664
No log	4.4524	374	0.9259	0.6503	0.9259	0.9622
No log	4.4762	376	0.8542	0.6584	0.8542	0.9242
No log	4.5	378	0.7348	0.7249	0.7348	0.8572
No log	4.5238	380	0.6711	0.7508	0.6711	0.8192
No log	4.5476	382	0.6678	0.7508	0.6678	0.8172
No log	4.5714	384	0.6920	0.7601	0.6920	0.8319
No log	4.5952	386	0.7414	0.7266	0.7414	0.8610
No log	4.6190	388	0.7955	0.7013	0.7955	0.8919
No log	4.6429	390	0.8458	0.6769	0.8458	0.9197
No log	4.6667	392	0.8711	0.6390	0.8711	0.9333
No log	4.6905	394	0.9010	0.6084	0.9010	0.9492
No log	4.7143	396	0.9530	0.6083	0.9530	0.9762
No log	4.7381	398	0.9278	0.6210	0.9278	0.9632
No log	4.7619	400	0.8303	0.6648	0.8303	0.9112
No log	4.7857	402	0.7654	0.6950	0.7654	0.8749
No log	4.8095	404	0.7892	0.6686	0.7892	0.8884
No log	4.8333	406	0.8507	0.6799	0.8507	0.9223
No log	4.8571	408	0.9114	0.6600	0.9114	0.9547
No log	4.8810	410	0.9784	0.6229	0.9784	0.9891
No log	4.9048	412	1.0226	0.6318	1.0226	1.0112
No log	4.9286	414	0.9690	0.6491	0.9690	0.9844
No log	4.9524	416	0.8467	0.6915	0.8467	0.9201
No log	4.9762	418	0.8191	0.6930	0.8191	0.9050
No log	5.0	420	0.8530	0.6846	0.8530	0.9236
No log	5.0238	422	0.9118	0.6748	0.9118	0.9549
No log	5.0476	424	1.0005	0.6539	1.0005	1.0003
No log	5.0714	426	1.0473	0.6143	1.0473	1.0234
No log	5.0952	428	1.0427	0.6272	1.0427	1.0211
No log	5.1190	430	0.9684	0.6622	0.9684	0.9841
No log	5.1429	432	0.8632	0.6864	0.8632	0.9291
No log	5.1667	434	0.7770	0.7204	0.7770	0.8815
No log	5.1905	436	0.7742	0.7204	0.7742	0.8799
No log	5.2143	438	0.8386	0.6651	0.8386	0.9157
No log	5.2381	440	0.9106	0.6763	0.9106	0.9543
No log	5.2619	442	0.9320	0.6688	0.9320	0.9654
No log	5.2857	444	0.8642	0.6788	0.8642	0.9296
No log	5.3095	446	0.7652	0.7098	0.7652	0.8747
No log	5.3333	448	0.6972	0.7464	0.6972	0.8350
No log	5.3571	450	0.6817	0.7594	0.6817	0.8256
No log	5.3810	452	0.7071	0.7493	0.7071	0.8409
No log	5.4048	454	0.7831	0.7121	0.7831	0.8849
No log	5.4286	456	0.7997	0.6983	0.7997	0.8943
No log	5.4524	458	0.7831	0.6979	0.7831	0.8849
No log	5.4762	460	0.7625	0.6938	0.7625	0.8732
No log	5.5	462	0.7633	0.7149	0.7633	0.8737
No log	5.5238	464	0.7468	0.7241	0.7468	0.8642
No log	5.5476	466	0.7079	0.7287	0.7079	0.8414
No log	5.5714	468	0.7246	0.7287	0.7246	0.8512
No log	5.5952	470	0.7387	0.7153	0.7387	0.8595
No log	5.6190	472	0.8070	0.6857	0.8070	0.8983
No log	5.6429	474	0.8853	0.6797	0.8853	0.9409
No log	5.6667	476	0.8963	0.6797	0.8963	0.9468
No log	5.6905	478	0.8858	0.6880	0.8858	0.9412
No log	5.7143	480	0.8094	0.6923	0.8094	0.8997
No log	5.7381	482	0.7977	0.6998	0.7977	0.8931
No log	5.7619	484	0.8185	0.6810	0.8185	0.9047
No log	5.7857	486	0.7829	0.7005	0.7829	0.8848
No log	5.8095	488	0.7806	0.7144	0.7806	0.8835
No log	5.8333	490	0.7806	0.6977	0.7806	0.8835
No log	5.8571	492	0.8118	0.6807	0.8118	0.9010
No log	5.8810	494	0.8650	0.6286	0.8650	0.9301
No log	5.9048	496	0.8874	0.6286	0.8874	0.9420
No log	5.9286	498	0.8950	0.6551	0.8950	0.9461
0.2838	5.9524	500	0.8620	0.6698	0.8620	0.9284
0.2838	5.9762	502	0.7855	0.6882	0.7855	0.8863
0.2838	6.0	504	0.7602	0.7014	0.7602	0.8719
0.2838	6.0238	506	0.7645	0.7304	0.7645	0.8744
0.2838	6.0476	508	0.8279	0.7125	0.8279	0.9099
0.2838	6.0714	510	0.8964	0.6930	0.8964	0.9468
0.2838	6.0952	512	0.9911	0.6493	0.9911	0.9955
0.2838	6.1190	514	0.9666	0.6497	0.9666	0.9832
0.2838	6.1429	516	0.8550	0.7068	0.8550	0.9246
0.2838	6.1667	518	0.7361	0.7537	0.7361	0.8579
0.2838	6.1905	520	0.6705	0.7382	0.6705	0.8188
0.2838	6.2143	522	0.6664	0.7342	0.6664	0.8164
0.2838	6.2381	524	0.6795	0.7382	0.6795	0.8243
0.2838	6.2619	526	0.6875	0.7335	0.6875	0.8292
0.2838	6.2857	528	0.7191	0.7350	0.7191	0.8480
0.2838	6.3095	530	0.7736	0.7215	0.7736	0.8795
0.2838	6.3333	532	0.7896	0.7152	0.7896	0.8886
0.2838	6.3571	534	0.7718	0.7274	0.7718	0.8785
0.2838	6.3810	536	0.7650	0.7237	0.7650	0.8746
0.2838	6.4048	538	0.7360	0.7493	0.7360	0.8579
0.2838	6.4286	540	0.7319	0.7350	0.7319	0.8555
0.2838	6.4524	542	0.7208	0.7372	0.7208	0.8490
0.2838	6.4762	544	0.7101	0.7373	0.7101	0.8427
0.2838	6.5	546	0.6918	0.7427	0.6918	0.8317
0.2838	6.5238	548	0.6995	0.7427	0.6995	0.8364
0.2838	6.5476	550	0.7466	0.7362	0.7466	0.8640
0.2838	6.5714	552	0.7762	0.7175	0.7762	0.8810
0.2838	6.5952	554	0.8626	0.6967	0.8626	0.9288
0.2838	6.6190	556	1.0129	0.6651	1.0129	1.0064
0.2838	6.6429	558	1.1050	0.6330	1.1050	1.0512
0.2838	6.6667	560	1.0868	0.6440	1.0868	1.0425
0.2838	6.6905	562	0.9767	0.6764	0.9767	0.9883
0.2838	6.7143	564	0.9102	0.6918	0.9102	0.9541
0.2838	6.7381	566	0.8573	0.7328	0.8573	0.9259
0.2838	6.7619	568	0.7776	0.7329	0.7776	0.8818
0.2838	6.7857	570	0.7388	0.7296	0.7388	0.8595
0.2838	6.8095	572	0.7448	0.7296	0.7448	0.8630
0.2838	6.8333	574	0.7979	0.7274	0.7979	0.8932
0.2838	6.8571	576	0.8939	0.6540	0.8939	0.9455
0.2838	6.8810	578	0.9851	0.6454	0.9851	0.9925
0.2838	6.9048	580	1.0297	0.6411	1.0297	1.0147
0.2838	6.9286	582	0.9937	0.6595	0.9937	0.9968
0.2838	6.9524	584	0.9121	0.6798	0.9121	0.9551
0.2838	6.9762	586	0.8506	0.7218	0.8506	0.9223
0.2838	7.0	588	0.8193	0.7276	0.8193	0.9052
0.2838	7.0238	590	0.8089	0.7275	0.8089	0.8994
0.2838	7.0476	592	0.7878	0.7315	0.7878	0.8876
0.2838	7.0714	594	0.7901	0.7315	0.7901	0.8889
0.2838	7.0952	596	0.8125	0.7221	0.8125	0.9014
0.2838	7.1190	598	0.8663	0.7119	0.8663	0.9307
0.2838	7.1429	600	0.9014	0.6896	0.9014	0.9494
0.2838	7.1667	602	0.8775	0.6964	0.8775	0.9367
0.2838	7.1905	604	0.8543	0.6974	0.8543	0.9243
0.2838	7.2143	606	0.8162	0.6967	0.8162	0.9035
0.2838	7.2381	608	0.7651	0.7258	0.7651	0.8747
0.2838	7.2619	610	0.7625	0.7258	0.7625	0.8732
0.2838	7.2857	612	0.7538	0.7258	0.7538	0.8682
0.2838	7.3095	614	0.7366	0.7175	0.7366	0.8583
0.2838	7.3333	616	0.7485	0.7175	0.7485	0.8651
0.2838	7.3571	618	0.7942	0.7022	0.7942	0.8912
0.2838	7.3810	620	0.8736	0.6731	0.8736	0.9346
0.2838	7.4048	622	0.9773	0.6313	0.9773	0.9886
0.2838	7.4286	624	1.0104	0.6214	1.0104	1.0052
0.2838	7.4524	626	0.9735	0.6327	0.9735	0.9867
0.2838	7.4762	628	0.8975	0.6756	0.8975	0.9474
0.2838	7.5	630	0.8533	0.6784	0.8533	0.9238
0.2838	7.5238	632	0.8056	0.6807	0.8056	0.8975
0.2838	7.5476	634	0.7866	0.6996	0.7866	0.8869
0.2838	7.5714	636	0.7766	0.6996	0.7766	0.8812
0.2838	7.5952	638	0.8033	0.6935	0.8033	0.8963
0.2838	7.6190	640	0.8558	0.6776	0.8558	0.9251
0.2838	7.6429	642	0.9313	0.6510	0.9313	0.9651
0.2838	7.6667	644	0.9755	0.6374	0.9755	0.9877
0.2838	7.6905	646	0.9796	0.6286	0.9796	0.9897
0.2838	7.7143	648	0.9534	0.6506	0.9534	0.9764
0.2838	7.7381	650	0.9025	0.6638	0.9025	0.9500
0.2838	7.7619	652	0.8760	0.6688	0.8760	0.9360
0.2838	7.7857	654	0.8350	0.6776	0.8350	0.9138
0.2838	7.8095	656	0.8178	0.6803	0.8178	0.9043
0.2838	7.8333	658	0.8212	0.6864	0.8212	0.9062
0.2838	7.8571	660	0.8474	0.6662	0.8474	0.9205
0.2838	7.8810	662	0.8927	0.6540	0.8927	0.9448
0.2838	7.9048	664	0.9426	0.6510	0.9426	0.9709
0.2838	7.9286	666	0.9482	0.6406	0.9482	0.9738
0.2838	7.9524	668	0.9116	0.6453	0.9116	0.9548
0.2838	7.9762	670	0.8509	0.6689	0.8509	0.9224
0.2838	8.0	672	0.8020	0.6933	0.8020	0.8956
0.2838	8.0238	674	0.7707	0.6761	0.7707	0.8779
0.2838	8.0476	676	0.7665	0.6668	0.7665	0.8755
0.2838	8.0714	678	0.7880	0.6706	0.7880	0.8877
0.2838	8.0952	680	0.8216	0.6888	0.8216	0.9064
0.2838	8.1190	682	0.8565	0.6644	0.8565	0.9255
0.2838	8.1429	684	0.8554	0.6644	0.8554	0.9249
0.2838	8.1667	686	0.8208	0.6832	0.8208	0.9060
0.2838	8.1905	688	0.8054	0.6870	0.8054	0.8974
0.2838	8.2143	690	0.8115	0.6769	0.8115	0.9009
0.2838	8.2381	692	0.8348	0.6706	0.8348	0.9137
0.2838	8.2619	694	0.8514	0.6768	0.8514	0.9227
0.2838	8.2857	696	0.8530	0.6768	0.8530	0.9236
0.2838	8.3095	698	0.8419	0.6812	0.8419	0.9176
0.2838	8.3333	700	0.8248	0.6732	0.8248	0.9082
0.2838	8.3571	702	0.8008	0.6870	0.8008	0.8949
0.2838	8.3810	704	0.7788	0.6808	0.7788	0.8825
0.2838	8.4048	706	0.7753	0.6808	0.7753	0.8805
0.2838	8.4286	708	0.7752	0.6808	0.7752	0.8805
0.2838	8.4524	710	0.7670	0.6808	0.7670	0.8758
0.2838	8.4762	712	0.7830	0.6898	0.7830	0.8849
0.2838	8.5	714	0.8017	0.6825	0.8017	0.8954
0.2838	8.5238	716	0.8044	0.6825	0.8044	0.8969
0.2838	8.5476	718	0.8163	0.6624	0.8163	0.9035
0.2838	8.5714	720	0.8366	0.6600	0.8366	0.9147
0.2838	8.5952	722	0.8615	0.6662	0.8615	0.9282
0.2838	8.6190	724	0.8675	0.6662	0.8675	0.9314
0.2838	8.6429	726	0.8754	0.6662	0.8754	0.9356
0.2838	8.6667	728	0.8733	0.6662	0.8733	0.9345
0.2838	8.6905	730	0.8586	0.6600	0.8586	0.9266
0.2838	8.7143	732	0.8336	0.6600	0.8336	0.9130
0.2838	8.7381	734	0.8208	0.6769	0.8208	0.9060
0.2838	8.7619	736	0.8130	0.6787	0.8130	0.9017
0.2838	8.7857	738	0.8044	0.6933	0.8044	0.8969
0.2838	8.8095	740	0.8154	0.6714	0.8154	0.9030
0.2838	8.8333	742	0.8262	0.6714	0.8262	0.9090
0.2838	8.8571	744	0.8209	0.6714	0.8209	0.9060
0.2838	8.8810	746	0.8229	0.6714	0.8229	0.9071
0.2838	8.9048	748	0.8217	0.6813	0.8217	0.9065
0.2838	8.9286	750	0.8204	0.6813	0.8204	0.9058
0.2838	8.9524	752	0.8204	0.6813	0.8204	0.9057
0.2838	8.9762	754	0.8290	0.6679	0.8290	0.9105
0.2838	9.0	756	0.8419	0.6748	0.8419	0.9176
0.2838	9.0238	758	0.8377	0.6833	0.8377	0.9153
0.2838	9.0476	760	0.8332	0.6876	0.8332	0.9128
0.2838	9.0714	762	0.8349	0.6876	0.8349	0.9137
0.2838	9.0952	764	0.8303	0.6995	0.8303	0.9112
0.2838	9.1190	766	0.8318	0.6995	0.8318	0.9120
0.2838	9.1429	768	0.8367	0.6876	0.8367	0.9147
0.2838	9.1667	770	0.8486	0.6868	0.8486	0.9212
0.2838	9.1905	772	0.8503	0.6868	0.8503	0.9221
0.2838	9.2143	774	0.8578	0.6868	0.8578	0.9262
0.2838	9.2381	776	0.8620	0.6868	0.8620	0.9284
0.2838	9.2619	778	0.8638	0.6868	0.8638	0.9294
0.2838	9.2857	780	0.8759	0.6874	0.8759	0.9359
0.2838	9.3095	782	0.8801	0.6874	0.8801	0.9381
0.2838	9.3333	784	0.8707	0.6868	0.8707	0.9331
0.2838	9.3571	786	0.8636	0.6868	0.8636	0.9293
0.2838	9.3810	788	0.8593	0.6868	0.8593	0.9270
0.2838	9.4048	790	0.8575	0.6868	0.8575	0.9260
0.2838	9.4286	792	0.8536	0.6868	0.8536	0.9239
0.2838	9.4524	794	0.8493	0.6868	0.8493	0.9216
0.2838	9.4762	796	0.8412	0.6868	0.8412	0.9172
0.2838	9.5	798	0.8404	0.6868	0.8404	0.9167
0.2838	9.5238	800	0.8368	0.6964	0.8368	0.9147
0.2838	9.5476	802	0.8363	0.6905	0.8363	0.9145
0.2838	9.5714	804	0.8390	0.6905	0.8390	0.9160
0.2838	9.5952	806	0.8425	0.6868	0.8425	0.9179
0.2838	9.6190	808	0.8458	0.6868	0.8458	0.9196
0.2838	9.6429	810	0.8498	0.6868	0.8498	0.9219
0.2838	9.6667	812	0.8543	0.6868	0.8543	0.9243
0.2838	9.6905	814	0.8571	0.6868	0.8571	0.9258
0.2838	9.7143	816	0.8600	0.6868	0.8600	0.9274
0.2838	9.7381	818	0.8578	0.6868	0.8578	0.9262
0.2838	9.7619	820	0.8551	0.6868	0.8551	0.9247
0.2838	9.7857	822	0.8545	0.6868	0.8545	0.9244
0.2838	9.8095	824	0.8535	0.6868	0.8535	0.9238
0.2838	9.8333	826	0.8538	0.6868	0.8538	0.9240
0.2838	9.8571	828	0.8539	0.6868	0.8539	0.9241
0.2838	9.8810	830	0.8531	0.6868	0.8531	0.9237
0.2838	9.9048	832	0.8512	0.6868	0.8512	0.9226
0.2838	9.9286	834	0.8500	0.6868	0.8500	0.9219
0.2838	9.9524	836	0.8491	0.6868	0.8491	0.9215
0.2838	9.9762	838	0.8491	0.6868	0.8491	0.9215
0.2838	10.0	840	0.8490	0.6868	0.8490	0.9214

Framework versions

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