ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_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: 0.6525
• Qwk: 0.5781
• Mse: 0.6525
• Rmse: 0.8078

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	0.0333	2	4.0349	-0.0033	4.0349	2.0087
No log	0.0667	4	3.0632	0.0036	3.0632	1.7502
No log	0.1	6	1.4521	0.0380	1.4521	1.2051
No log	0.1333	8	1.1347	0.1324	1.1347	1.0652
No log	0.1667	10	1.0736	0.2166	1.0736	1.0362
No log	0.2	12	1.0785	0.2140	1.0785	1.0385
No log	0.2333	14	1.1390	0.1324	1.1390	1.0672
No log	0.2667	16	1.1353	0.0672	1.1353	1.0655
No log	0.3	18	1.0384	0.2981	1.0384	1.0190
No log	0.3333	20	0.9292	0.375	0.9292	0.9639
No log	0.3667	22	0.8121	0.3604	0.8121	0.9012
No log	0.4	24	0.8325	0.3549	0.8325	0.9124
No log	0.4333	26	0.8439	0.4181	0.8439	0.9186
No log	0.4667	28	0.8612	0.4920	0.8612	0.9280
No log	0.5	30	0.8245	0.5621	0.8245	0.9080
No log	0.5333	32	0.8244	0.5895	0.8244	0.9080
No log	0.5667	34	1.0665	0.5620	1.0665	1.0327
No log	0.6	36	1.0256	0.5439	1.0256	1.0127
No log	0.6333	38	0.7727	0.6095	0.7727	0.8790
No log	0.6667	40	0.7148	0.6187	0.7148	0.8454
No log	0.7	42	0.7880	0.6174	0.7880	0.8877
No log	0.7333	44	1.1822	0.4606	1.1822	1.0873
No log	0.7667	46	1.1828	0.4523	1.1828	1.0876
No log	0.8	48	0.8784	0.6280	0.8784	0.9372
No log	0.8333	50	0.6203	0.6315	0.6203	0.7876
No log	0.8667	52	0.5916	0.6526	0.5916	0.7692
No log	0.9	54	0.5876	0.6553	0.5876	0.7666
No log	0.9333	56	0.6122	0.6358	0.6122	0.7825
No log	0.9667	58	0.6376	0.6052	0.6376	0.7985
No log	1.0	60	0.6569	0.5961	0.6569	0.8105
No log	1.0333	62	0.6650	0.6244	0.6650	0.8155
No log	1.0667	64	0.6011	0.6224	0.6011	0.7753
No log	1.1	66	0.6034	0.6484	0.6034	0.7768
No log	1.1333	68	0.6349	0.6509	0.6349	0.7968
No log	1.1667	70	0.8368	0.6157	0.8368	0.9148
No log	1.2	72	0.8102	0.6023	0.8102	0.9001
No log	1.2333	74	0.7067	0.7019	0.7067	0.8407
No log	1.2667	76	0.7076	0.6864	0.7076	0.8412
No log	1.3	78	0.7525	0.6689	0.7525	0.8675
No log	1.3333	80	0.7125	0.6176	0.7125	0.8441
No log	1.3667	82	0.7175	0.5233	0.7175	0.8471
No log	1.4	84	0.6395	0.5701	0.6395	0.7997
No log	1.4333	86	0.6519	0.5905	0.6519	0.8074
No log	1.4667	88	0.6362	0.5288	0.6362	0.7976
No log	1.5	90	0.6473	0.4976	0.6473	0.8045
No log	1.5333	92	0.7466	0.5259	0.7466	0.8640
No log	1.5667	94	0.7498	0.5260	0.7498	0.8659
No log	1.6	96	0.9688	0.4729	0.9688	0.9843
No log	1.6333	98	1.2391	0.4346	1.2391	1.1132
No log	1.6667	100	1.0653	0.5015	1.0653	1.0321
No log	1.7	102	0.7306	0.6586	0.7306	0.8547
No log	1.7333	104	0.9060	0.6413	0.9060	0.9519
No log	1.7667	106	0.8420	0.6252	0.8420	0.9176
No log	1.8	108	0.6786	0.6908	0.6786	0.8237
No log	1.8333	110	0.7138	0.6964	0.7138	0.8449
No log	1.8667	112	0.7401	0.6507	0.7401	0.8603
No log	1.9	114	0.7039	0.6257	0.7039	0.8390
No log	1.9333	116	0.6584	0.6473	0.6584	0.8114
No log	1.9667	118	0.6380	0.6976	0.6380	0.7988
No log	2.0	120	0.6156	0.6392	0.6156	0.7846
No log	2.0333	122	0.7600	0.6136	0.7600	0.8718
No log	2.0667	124	0.7740	0.6219	0.7740	0.8798
No log	2.1	126	0.8678	0.5190	0.8678	0.9316
No log	2.1333	128	0.5806	0.6410	0.5806	0.7619
No log	2.1667	130	0.5568	0.6838	0.5568	0.7462
No log	2.2	132	0.6557	0.6307	0.6557	0.8097
No log	2.2333	134	0.6414	0.6091	0.6414	0.8009
No log	2.2667	136	0.6091	0.6330	0.6091	0.7805
No log	2.3	138	0.5922	0.6595	0.5922	0.7695
No log	2.3333	140	0.6494	0.6038	0.6494	0.8058
No log	2.3667	142	0.6804	0.5884	0.6804	0.8249
No log	2.4	144	0.7362	0.5791	0.7362	0.8580
No log	2.4333	146	0.5872	0.5890	0.5872	0.7663
No log	2.4667	148	0.5649	0.6894	0.5649	0.7516
No log	2.5	150	0.5633	0.7063	0.5633	0.7505
No log	2.5333	152	0.5891	0.6184	0.5891	0.7675
No log	2.5667	154	0.5967	0.6669	0.5967	0.7725
No log	2.6	156	0.6063	0.6476	0.6063	0.7786
No log	2.6333	158	0.5951	0.6835	0.5951	0.7714
No log	2.6667	160	0.5987	0.6618	0.5987	0.7737
No log	2.7	162	0.5805	0.6526	0.5805	0.7619
No log	2.7333	164	0.5795	0.6636	0.5795	0.7612
No log	2.7667	166	0.6241	0.6357	0.6241	0.7900
No log	2.8	168	0.7356	0.5845	0.7356	0.8577
No log	2.8333	170	0.6915	0.5988	0.6915	0.8315
No log	2.8667	172	0.6560	0.6404	0.6560	0.8099
No log	2.9	174	0.6017	0.6185	0.6017	0.7757
No log	2.9333	176	0.5715	0.6740	0.5715	0.7560
No log	2.9667	178	0.5855	0.5610	0.5855	0.7652
No log	3.0	180	0.6060	0.6302	0.6060	0.7784
No log	3.0333	182	0.6166	0.5876	0.6166	0.7852
No log	3.0667	184	0.5719	0.6195	0.5719	0.7562
No log	3.1	186	0.5627	0.6154	0.5627	0.7501
No log	3.1333	188	0.6018	0.6045	0.6018	0.7758
No log	3.1667	190	0.5677	0.7054	0.5677	0.7535
No log	3.2	192	0.5778	0.7336	0.5778	0.7601
No log	3.2333	194	0.6078	0.6661	0.6078	0.7796
No log	3.2667	196	0.6615	0.6294	0.6615	0.8133
No log	3.3	198	0.5836	0.6089	0.5836	0.7639
No log	3.3333	200	0.6122	0.6716	0.6122	0.7824
No log	3.3667	202	0.6234	0.6405	0.6234	0.7896
No log	3.4	204	0.6036	0.5647	0.6036	0.7769
No log	3.4333	206	0.6468	0.6119	0.6468	0.8043
No log	3.4667	208	0.6745	0.5987	0.6745	0.8213
No log	3.5	210	0.6197	0.6535	0.6197	0.7872
No log	3.5333	212	0.6247	0.7070	0.6247	0.7904
No log	3.5667	214	0.6457	0.7007	0.6457	0.8035
No log	3.6	216	0.5910	0.6693	0.5910	0.7688
No log	3.6333	218	0.5827	0.5876	0.5827	0.7634
No log	3.6667	220	0.7572	0.5514	0.7572	0.8702
No log	3.7	222	0.8982	0.5510	0.8982	0.9477
No log	3.7333	224	0.7999	0.5704	0.7999	0.8944
No log	3.7667	226	0.5590	0.6334	0.5590	0.7477
No log	3.8	228	0.5204	0.7012	0.5204	0.7214
No log	3.8333	230	0.5261	0.6997	0.5261	0.7253
No log	3.8667	232	0.5584	0.6633	0.5584	0.7473
No log	3.9	234	0.5396	0.6858	0.5396	0.7346
No log	3.9333	236	0.5290	0.6745	0.5290	0.7273
No log	3.9667	238	0.5281	0.6838	0.5281	0.7267
No log	4.0	240	0.5470	0.6227	0.5470	0.7396
No log	4.0333	242	0.5843	0.5859	0.5843	0.7644
No log	4.0667	244	0.5811	0.5859	0.5811	0.7623
No log	4.1	246	0.5581	0.5982	0.5581	0.7470
No log	4.1333	248	0.5965	0.5961	0.5965	0.7723
No log	4.1667	250	0.6343	0.6338	0.6343	0.7964
No log	4.2	252	0.6514	0.6221	0.6514	0.8071
No log	4.2333	254	0.6294	0.5870	0.6294	0.7934
No log	4.2667	256	0.5470	0.6572	0.5470	0.7396
No log	4.3	258	0.5514	0.7082	0.5514	0.7426
No log	4.3333	260	0.5535	0.6584	0.5535	0.7440
No log	4.3667	262	0.5918	0.5794	0.5918	0.7693
No log	4.4	264	0.6456	0.5987	0.6456	0.8035
No log	4.4333	266	0.6119	0.5794	0.6119	0.7822
No log	4.4667	268	0.5992	0.6194	0.5992	0.7741
No log	4.5	270	0.5731	0.6032	0.5731	0.7570
No log	4.5333	272	0.5872	0.6740	0.5872	0.7663
No log	4.5667	274	0.6135	0.6157	0.6135	0.7832
No log	4.6	276	0.6187	0.5969	0.6187	0.7866
No log	4.6333	278	0.6295	0.4888	0.6295	0.7934
No log	4.6667	280	0.6293	0.4776	0.6293	0.7933
No log	4.7	282	0.6090	0.5315	0.6090	0.7804
No log	4.7333	284	0.5840	0.5971	0.5840	0.7642
No log	4.7667	286	0.5827	0.5982	0.5827	0.7634
No log	4.8	288	0.6234	0.5794	0.6234	0.7895
No log	4.8333	290	0.5872	0.5993	0.5872	0.7663
No log	4.8667	292	0.5587	0.6572	0.5587	0.7474
No log	4.9	294	0.5501	0.6417	0.5501	0.7417
No log	4.9333	296	0.5614	0.6572	0.5614	0.7493
No log	4.9667	298	0.5619	0.6572	0.5619	0.7496
No log	5.0	300	0.5647	0.6644	0.5647	0.7515
No log	5.0333	302	0.5710	0.6184	0.5710	0.7557
No log	5.0667	304	0.5679	0.6184	0.5679	0.7536
No log	5.1	306	0.5856	0.6389	0.5856	0.7653
No log	5.1333	308	0.6071	0.6830	0.6071	0.7791
No log	5.1667	310	0.5697	0.6830	0.5697	0.7548
No log	5.2	312	0.6072	0.6080	0.6072	0.7792
No log	5.2333	314	0.6196	0.5887	0.6196	0.7871
No log	5.2667	316	0.5915	0.6070	0.5915	0.7691
No log	5.3	318	0.5870	0.6007	0.5870	0.7662
No log	5.3333	320	0.6086	0.5996	0.6086	0.7801
No log	5.3667	322	0.6107	0.5996	0.6107	0.7815
No log	5.4	324	0.6120	0.5880	0.6120	0.7823
No log	5.4333	326	0.5915	0.6039	0.5915	0.7691
No log	5.4667	328	0.6599	0.6338	0.6599	0.8123
No log	5.5	330	0.7022	0.5781	0.7022	0.8380
No log	5.5333	332	0.6055	0.6427	0.6055	0.7782
No log	5.5667	334	0.5656	0.7259	0.5656	0.7521
No log	5.6	336	0.6229	0.6806	0.6229	0.7892
No log	5.6333	338	0.5930	0.7057	0.5930	0.7701
No log	5.6667	340	0.5600	0.6729	0.5600	0.7483
No log	5.7	342	0.6031	0.6344	0.6031	0.7766
No log	5.7333	344	0.6197	0.6330	0.6197	0.7872
No log	5.7667	346	0.6352	0.6212	0.6352	0.7970
No log	5.8	348	0.5991	0.5979	0.5991	0.7740
No log	5.8333	350	0.5601	0.7048	0.5601	0.7484
No log	5.8667	352	0.5449	0.7266	0.5449	0.7382
No log	5.9	354	0.5330	0.7556	0.5330	0.7301
No log	5.9333	356	0.5481	0.6426	0.5481	0.7403
No log	5.9667	358	0.6342	0.5483	0.6342	0.7964
No log	6.0	360	0.6093	0.5887	0.6093	0.7805
No log	6.0333	362	0.5335	0.7064	0.5335	0.7304
No log	6.0667	364	0.5454	0.6838	0.5454	0.7385
No log	6.1	366	0.5421	0.7259	0.5421	0.7363
No log	6.1333	368	0.5506	0.6932	0.5506	0.7420
No log	6.1667	370	0.5543	0.6822	0.5543	0.7445
No log	6.2	372	0.5528	0.7095	0.5528	0.7435
No log	6.2333	374	0.5551	0.6944	0.5551	0.7450
No log	6.2667	376	0.5421	0.6888	0.5421	0.7363
No log	6.3	378	0.5364	0.6589	0.5364	0.7324
No log	6.3333	380	0.5407	0.6417	0.5407	0.7353
No log	6.3667	382	0.5521	0.6442	0.5521	0.7430
No log	6.4	384	0.5562	0.6479	0.5562	0.7458
No log	6.4333	386	0.5495	0.6940	0.5495	0.7413
No log	6.4667	388	0.5670	0.6712	0.5670	0.7530
No log	6.5	390	0.6211	0.6656	0.6211	0.7881
No log	6.5333	392	0.6273	0.6554	0.6273	0.7920
No log	6.5667	394	0.5952	0.6500	0.5952	0.7715
No log	6.6	396	0.5895	0.6812	0.5895	0.7678
No log	6.6333	398	0.6658	0.6202	0.6658	0.8159
No log	6.6667	400	0.6619	0.6202	0.6619	0.8136
No log	6.7	402	0.5880	0.6383	0.5880	0.7668
No log	6.7333	404	0.5756	0.6266	0.5756	0.7587
No log	6.7667	406	0.6124	0.6451	0.6124	0.7826
No log	6.8	408	0.5842	0.6656	0.5842	0.7643
No log	6.8333	410	0.5449	0.7012	0.5449	0.7382
No log	6.8667	412	0.5447	0.6947	0.5447	0.7380
No log	6.9	414	0.5721	0.6507	0.5721	0.7564
No log	6.9333	416	0.6321	0.5688	0.6321	0.7951
No log	6.9667	418	0.6146	0.6341	0.6146	0.7840
No log	7.0	420	0.5436	0.6882	0.5436	0.7373
No log	7.0333	422	0.5762	0.6664	0.5762	0.7591
No log	7.0667	424	0.5844	0.6584	0.5844	0.7644
No log	7.1	426	0.5899	0.6259	0.5899	0.7681
No log	7.1333	428	0.5551	0.6780	0.5551	0.7451
No log	7.1667	430	0.5592	0.6526	0.5592	0.7478
No log	7.2	432	0.5646	0.6611	0.5646	0.7514
No log	7.2333	434	0.5561	0.7104	0.5561	0.7457
No log	7.2667	436	0.5546	0.6846	0.5546	0.7447
No log	7.3	438	0.6166	0.6612	0.6166	0.7852
No log	7.3333	440	0.6036	0.6612	0.6036	0.7769
No log	7.3667	442	0.5727	0.6846	0.5727	0.7568
No log	7.4	444	0.5601	0.6903	0.5601	0.7484
No log	7.4333	446	0.6265	0.6215	0.6265	0.7915
No log	7.4667	448	0.6773	0.6032	0.6773	0.8230
No log	7.5	450	0.6465	0.6677	0.6465	0.8041
No log	7.5333	452	0.5835	0.7064	0.5835	0.7639
No log	7.5667	454	0.5845	0.7057	0.5845	0.7645
No log	7.6	456	0.6079	0.6581	0.6079	0.7797
No log	7.6333	458	0.6205	0.5964	0.6205	0.7877
No log	7.6667	460	0.6061	0.6167	0.6061	0.7785
No log	7.7	462	0.5774	0.6507	0.5774	0.7598
No log	7.7333	464	0.5986	0.6312	0.5986	0.7737
No log	7.7667	466	0.6650	0.5560	0.6650	0.8155
No log	7.8	468	0.7073	0.5552	0.7073	0.8410
No log	7.8333	470	0.6513	0.6080	0.6513	0.8070
No log	7.8667	472	0.5872	0.6903	0.5872	0.7663
No log	7.9	474	0.5797	0.7108	0.5797	0.7614
No log	7.9333	476	0.6078	0.6421	0.6078	0.7796
No log	7.9667	478	0.5949	0.6154	0.5949	0.7713
No log	8.0	480	0.5815	0.6681	0.5815	0.7625
No log	8.0333	482	0.5651	0.6762	0.5651	0.7517
No log	8.0667	484	0.5596	0.7012	0.5596	0.7481
No log	8.1	486	0.5604	0.7012	0.5604	0.7486
No log	8.1333	488	0.5685	0.7012	0.5685	0.7540
No log	8.1667	490	0.5765	0.6923	0.5765	0.7593
No log	8.2	492	0.5677	0.6853	0.5677	0.7535
No log	8.2333	494	0.5719	0.6846	0.5719	0.7562
No log	8.2667	496	0.5808	0.6460	0.5808	0.7621
No log	8.3	498	0.5967	0.5917	0.5967	0.7725
0.2464	8.3333	500	0.6300	0.5925	0.6300	0.7937
0.2464	8.3667	502	0.6253	0.6295	0.6253	0.7908
0.2464	8.4	504	0.5698	0.6415	0.5698	0.7549
0.2464	8.4333	506	0.5397	0.6708	0.5397	0.7347
0.2464	8.4667	508	0.5608	0.6174	0.5608	0.7489
0.2464	8.5	510	0.5646	0.6070	0.5646	0.7514
0.2464	8.5333	512	0.5461	0.6846	0.5461	0.7390
0.2464	8.5667	514	0.5616	0.6097	0.5616	0.7494
0.2464	8.6	516	0.5642	0.5994	0.5642	0.7511
0.2464	8.6333	518	0.5729	0.6498	0.5729	0.7569
0.2464	8.6667	520	0.5782	0.6307	0.5782	0.7604
0.2464	8.7	522	0.5808	0.5783	0.5808	0.7621
0.2464	8.7333	524	0.6118	0.5568	0.6118	0.7822
0.2464	8.7667	526	0.5968	0.5568	0.5968	0.7725
0.2464	8.8	528	0.5512	0.6097	0.5512	0.7425
0.2464	8.8333	530	0.5493	0.6932	0.5493	0.7411
0.2464	8.8667	532	0.5590	0.6901	0.5590	0.7477
0.2464	8.9	534	0.5637	0.6780	0.5637	0.7508
0.2464	8.9333	536	0.5714	0.6866	0.5714	0.7559
0.2464	8.9667	538	0.5810	0.5882	0.5810	0.7623
0.2464	9.0	540	0.5983	0.5681	0.5983	0.7735
0.2464	9.0333	542	0.5823	0.5882	0.5823	0.7631
0.2464	9.0667	544	0.5633	0.6498	0.5633	0.7506
0.2464	9.1	546	0.5595	0.6814	0.5595	0.7480
0.2464	9.1333	548	0.5405	0.6988	0.5405	0.7352
0.2464	9.1667	550	0.5377	0.6944	0.5377	0.7333
0.2464	9.2	552	0.5366	0.6888	0.5366	0.7326
0.2464	9.2333	554	0.5425	0.6888	0.5425	0.7365
0.2464	9.2667	556	0.5536	0.6888	0.5536	0.7440
0.2464	9.3	558	0.5856	0.6451	0.5856	0.7653
0.2464	9.3333	560	0.6345	0.5676	0.6345	0.7965
0.2464	9.3667	562	0.6653	0.5811	0.6653	0.8157
0.2464	9.4	564	0.6412	0.5605	0.6412	0.8007
0.2464	9.4333	566	0.6107	0.5798	0.6107	0.7815
0.2464	9.4667	568	0.5615	0.6154	0.5615	0.7494
0.2464	9.5	570	0.5484	0.6813	0.5484	0.7405
0.2464	9.5333	572	0.5390	0.6762	0.5390	0.7342
0.2464	9.5667	574	0.5434	0.6424	0.5434	0.7371
0.2464	9.6	576	0.5717	0.6756	0.5717	0.7561
0.2464	9.6333	578	0.5556	0.6695	0.5556	0.7454
0.2464	9.6667	580	0.5272	0.6940	0.5272	0.7261
0.2464	9.7	582	0.5830	0.6248	0.5830	0.7635
0.2464	9.7333	584	0.6314	0.5283	0.6314	0.7946
0.2464	9.7667	586	0.5922	0.6248	0.5922	0.7696
0.2464	9.8	588	0.5338	0.6890	0.5338	0.7306
0.2464	9.8333	590	0.5104	0.7115	0.5104	0.7144
0.2464	9.8667	592	0.5304	0.6838	0.5304	0.7283
0.2464	9.9	594	0.5725	0.6724	0.5725	0.7566
0.2464	9.9333	596	0.5678	0.6555	0.5678	0.7535
0.2464	9.9667	598	0.5494	0.6623	0.5494	0.7412
0.2464	10.0	600	0.5476	0.6370	0.5476	0.7400
0.2464	10.0333	602	0.5281	0.6575	0.5281	0.7267
0.2464	10.0667	604	0.5092	0.6888	0.5092	0.7136
0.2464	10.1	606	0.5119	0.6846	0.5119	0.7155
0.2464	10.1333	608	0.5363	0.6865	0.5363	0.7323
0.2464	10.1667	610	0.5847	0.6639	0.5847	0.7646
0.2464	10.2	612	0.5984	0.6861	0.5984	0.7735
0.2464	10.2333	614	0.5817	0.6529	0.5817	0.7627
0.2464	10.2667	616	0.5628	0.5889	0.5628	0.7502
0.2464	10.3	618	0.5379	0.6517	0.5379	0.7334
0.2464	10.3333	620	0.5185	0.6903	0.5185	0.7201
0.2464	10.3667	622	0.5172	0.7218	0.5172	0.7191
0.2464	10.4	624	0.5369	0.6928	0.5369	0.7328
0.2464	10.4333	626	0.5980	0.7344	0.5980	0.7733
0.2464	10.4667	628	0.6605	0.6123	0.6605	0.8127
0.2464	10.5	630	0.6990	0.6259	0.6990	0.8360
0.2464	10.5333	632	0.6507	0.6401	0.6507	0.8066
0.2464	10.5667	634	0.5845	0.6143	0.5845	0.7645
0.2464	10.6	636	0.5578	0.6874	0.5578	0.7469
0.2464	10.6333	638	0.5472	0.6770	0.5472	0.7397
0.2464	10.6667	640	0.5443	0.6944	0.5443	0.7378
0.2464	10.7	642	0.5649	0.6990	0.5649	0.7516
0.2464	10.7333	644	0.5468	0.7151	0.5468	0.7394
0.2464	10.7667	646	0.5246	0.6959	0.5246	0.7243
0.2464	10.8	648	0.5510	0.6820	0.5510	0.7423
0.2464	10.8333	650	0.5571	0.6729	0.5571	0.7464
0.2464	10.8667	652	0.5510	0.6787	0.5510	0.7423
0.2464	10.9	654	0.5323	0.6959	0.5323	0.7296
0.2464	10.9333	656	0.5645	0.6626	0.5645	0.7513
0.2464	10.9667	658	0.5983	0.6617	0.5983	0.7735
0.2464	11.0	660	0.5843	0.6347	0.5843	0.7644
0.2464	11.0333	662	0.5629	0.6424	0.5629	0.7503
0.2464	11.0667	664	0.5568	0.6424	0.5568	0.7462
0.2464	11.1	666	0.5545	0.6780	0.5545	0.7446
0.2464	11.1333	668	0.5607	0.6528	0.5607	0.7488
0.2464	11.1667	670	0.5582	0.6528	0.5582	0.7471
0.2464	11.2	672	0.5631	0.6528	0.5631	0.7504
0.2464	11.2333	674	0.5617	0.6528	0.5617	0.7495
0.2464	11.2667	676	0.5537	0.6672	0.5537	0.7441
0.2464	11.3	678	0.5551	0.6259	0.5551	0.7450
0.2464	11.3333	680	0.5617	0.5736	0.5617	0.7495
0.2464	11.3667	682	0.5704	0.6205	0.5704	0.7553
0.2464	11.4	684	0.5715	0.6154	0.5715	0.7560
0.2464	11.4333	686	0.5608	0.6246	0.5608	0.7489
0.2464	11.4667	688	0.5690	0.6320	0.5690	0.7543
0.2464	11.5	690	0.6059	0.6482	0.6059	0.7784
0.2464	11.5333	692	0.6282	0.6315	0.6282	0.7926
0.2464	11.5667	694	0.6318	0.6122	0.6318	0.7949
0.2464	11.6	696	0.6090	0.5690	0.6090	0.7804
0.2464	11.6333	698	0.5998	0.5882	0.5998	0.7745
0.2464	11.6667	700	0.6476	0.5686	0.6476	0.8047
0.2464	11.7	702	0.6836	0.5576	0.6836	0.8268
0.2464	11.7333	704	0.6525	0.5781	0.6525	0.8078

Framework versions

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