ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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: 0.6541
• Qwk: 0.6032
• Mse: 0.6541
• Rmse: 0.8087

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	0.05	2	3.9571	0.0024	3.9571	1.9892
No log	0.1	4	2.0846	-0.0252	2.0846	1.4438
No log	0.15	6	1.4664	0.0272	1.4664	1.2109
No log	0.2	8	1.1725	0.1211	1.1725	1.0828
No log	0.25	10	1.1188	0.1189	1.1188	1.0577
No log	0.3	12	1.0287	0.2978	1.0287	1.0143
No log	0.35	14	0.9669	0.2978	0.9669	0.9833
No log	0.4	16	0.9716	0.3207	0.9716	0.9857
No log	0.45	18	1.0850	0.2471	1.0850	1.0416
No log	0.5	20	1.2917	0.1547	1.2917	1.1365
No log	0.55	22	1.6704	0.1643	1.6704	1.2925
No log	0.6	24	1.3910	0.2610	1.3910	1.1794
No log	0.65	26	0.9392	0.4133	0.9392	0.9691
No log	0.7	28	0.7339	0.5067	0.7339	0.8567
No log	0.75	30	0.7169	0.4038	0.7169	0.8467
No log	0.8	32	0.7180	0.3953	0.7180	0.8474
No log	0.85	34	0.7322	0.4879	0.7322	0.8557
No log	0.9	36	0.6837	0.6339	0.6837	0.8268
No log	0.95	38	0.6856	0.6482	0.6856	0.8280
No log	1.0	40	0.7953	0.5552	0.7953	0.8918
No log	1.05	42	0.8346	0.5355	0.8346	0.9136
No log	1.1	44	0.6742	0.6740	0.6742	0.8211
No log	1.15	46	0.6395	0.6623	0.6395	0.7997
No log	1.2	48	0.6196	0.6928	0.6196	0.7871
No log	1.25	50	0.6625	0.6557	0.6625	0.8140
No log	1.3	52	0.6626	0.6646	0.6626	0.8140
No log	1.35	54	0.6614	0.6772	0.6614	0.8133
No log	1.4	56	0.6729	0.6772	0.6729	0.8203
No log	1.45	58	0.6779	0.6360	0.6779	0.8234
No log	1.5	60	0.7377	0.6204	0.7377	0.8589
No log	1.55	62	0.9737	0.5078	0.9737	0.9867
No log	1.6	64	0.8384	0.5036	0.8384	0.9157
No log	1.65	66	0.6927	0.5517	0.6927	0.8323
No log	1.7	68	0.7936	0.5294	0.7936	0.8908
No log	1.75	70	0.7095	0.5798	0.7095	0.8423
No log	1.8	72	0.6391	0.6084	0.6391	0.7994
No log	1.85	74	0.6375	0.6237	0.6375	0.7985
No log	1.9	76	0.6356	0.6923	0.6356	0.7972
No log	1.95	78	0.6844	0.6459	0.6844	0.8273
No log	2.0	80	0.6681	0.6583	0.6681	0.8174
No log	2.05	82	0.6096	0.6857	0.6096	0.7808
No log	2.1	84	0.6688	0.6508	0.6688	0.8178
No log	2.15	86	0.7333	0.5822	0.7333	0.8563
No log	2.2	88	0.6386	0.5707	0.6386	0.7991
No log	2.25	90	0.5976	0.6872	0.5976	0.7731
No log	2.3	92	0.5902	0.6232	0.5902	0.7682
No log	2.35	94	0.5998	0.6302	0.5998	0.7745
No log	2.4	96	0.5613	0.5939	0.5613	0.7492
No log	2.45	98	0.5766	0.6966	0.5766	0.7594
No log	2.5	100	0.6000	0.6570	0.6000	0.7746
No log	2.55	102	0.6654	0.6536	0.6654	0.8157
No log	2.6	104	0.6153	0.6828	0.6153	0.7844
No log	2.65	106	0.5540	0.6788	0.5540	0.7443
No log	2.7	108	0.5636	0.6269	0.5636	0.7507
No log	2.75	110	0.5536	0.7342	0.5536	0.7441
No log	2.8	112	0.5673	0.7164	0.5673	0.7532
No log	2.85	114	0.5432	0.6866	0.5432	0.7370
No log	2.9	116	0.6662	0.5455	0.6662	0.8162
No log	2.95	118	0.6014	0.6256	0.6014	0.7755
No log	3.0	120	0.5341	0.6988	0.5341	0.7308
No log	3.05	122	0.5925	0.6708	0.5925	0.7697
No log	3.1	124	0.6626	0.6513	0.6626	0.8140
No log	3.15	126	0.5526	0.6942	0.5526	0.7434
No log	3.2	128	0.5372	0.6950	0.5372	0.7329
No log	3.25	130	0.5256	0.7157	0.5256	0.7249
No log	3.3	132	0.5699	0.6178	0.5699	0.7549
No log	3.35	134	0.5619	0.6482	0.5619	0.7496
No log	3.4	136	0.5192	0.7345	0.5192	0.7206
No log	3.45	138	0.5427	0.7230	0.5427	0.7367
No log	3.5	140	0.5607	0.6963	0.5607	0.7488
No log	3.55	142	0.5367	0.7009	0.5367	0.7326
No log	3.6	144	0.7251	0.5968	0.7251	0.8515
No log	3.65	146	0.9176	0.5641	0.9176	0.9579
No log	3.7	148	0.8411	0.5658	0.8411	0.9171
No log	3.75	150	0.6249	0.6230	0.6249	0.7905
No log	3.8	152	0.5510	0.7253	0.5510	0.7423
No log	3.85	154	0.5480	0.7088	0.5480	0.7403
No log	3.9	156	0.5802	0.6865	0.5802	0.7617
No log	3.95	158	0.6366	0.6429	0.6366	0.7979
No log	4.0	160	0.6238	0.6647	0.6238	0.7898
No log	4.05	162	0.5950	0.6764	0.5950	0.7714
No log	4.1	164	0.5979	0.6814	0.5979	0.7732
No log	4.15	166	0.6233	0.6374	0.6233	0.7895
No log	4.2	168	0.6686	0.6176	0.6686	0.8177
No log	4.25	170	0.6368	0.6374	0.6368	0.7980
No log	4.3	172	0.5778	0.6980	0.5778	0.7602
No log	4.35	174	0.5607	0.7074	0.5607	0.7488
No log	4.4	176	0.5476	0.7189	0.5476	0.7400
No log	4.45	178	0.5406	0.7088	0.5406	0.7353
No log	4.5	180	0.5370	0.7345	0.5370	0.7328
No log	4.55	182	0.5367	0.7035	0.5367	0.7326
No log	4.6	184	0.5278	0.7450	0.5278	0.7265
No log	4.65	186	0.5325	0.7246	0.5325	0.7297
No log	4.7	188	0.5468	0.7035	0.5468	0.7395
No log	4.75	190	0.5621	0.7035	0.5621	0.7498
No log	4.8	192	0.5583	0.6962	0.5583	0.7472
No log	4.85	194	0.5459	0.6962	0.5459	0.7389
No log	4.9	196	0.5393	0.7196	0.5393	0.7343
No log	4.95	198	0.5519	0.7428	0.5519	0.7429
No log	5.0	200	0.5590	0.7213	0.5590	0.7477
No log	5.05	202	0.5715	0.7007	0.5715	0.7560
No log	5.1	204	0.5511	0.7191	0.5511	0.7424
No log	5.15	206	0.5316	0.7239	0.5316	0.7291
No log	5.2	208	0.5095	0.7081	0.5095	0.7138
No log	5.25	210	0.5470	0.7020	0.5470	0.7396
No log	5.3	212	0.6557	0.6584	0.6557	0.8097
No log	5.35	214	0.6315	0.6584	0.6315	0.7947
No log	5.4	216	0.5346	0.7035	0.5346	0.7312
No log	5.45	218	0.5453	0.7191	0.5453	0.7385
No log	5.5	220	0.5471	0.7146	0.5471	0.7397
No log	5.55	222	0.5688	0.7288	0.5688	0.7542
No log	5.6	224	0.6716	0.5892	0.6716	0.8195
No log	5.65	226	0.6907	0.5892	0.6907	0.8311
No log	5.7	228	0.6407	0.6230	0.6407	0.8004
No log	5.75	230	0.5744	0.7043	0.5744	0.7579
No log	5.8	232	0.5644	0.7116	0.5644	0.7513
No log	5.85	234	0.5592	0.7239	0.5592	0.7478
No log	5.9	236	0.5647	0.7115	0.5647	0.7515
No log	5.95	238	0.6039	0.7114	0.6039	0.7771
No log	6.0	240	0.6150	0.7265	0.6150	0.7842
No log	6.05	242	0.5912	0.7362	0.5912	0.7689
No log	6.1	244	0.5850	0.7162	0.5850	0.7649
No log	6.15	246	0.5404	0.7019	0.5404	0.7351
No log	6.2	248	0.5295	0.7296	0.5295	0.7277
No log	6.25	250	0.5326	0.6925	0.5326	0.7298
No log	6.3	252	0.5364	0.6559	0.5364	0.7324
No log	6.35	254	0.5336	0.6569	0.5336	0.7305
No log	6.4	256	0.5201	0.7291	0.5201	0.7212
No log	6.45	258	0.5210	0.7296	0.5210	0.7218
No log	6.5	260	0.5594	0.7604	0.5594	0.7479
No log	6.55	262	0.5956	0.7050	0.5956	0.7718
No log	6.6	264	0.6257	0.7191	0.6257	0.7910
No log	6.65	266	0.6190	0.6916	0.6190	0.7868
No log	6.7	268	0.6257	0.6667	0.6257	0.7910
No log	6.75	270	0.5905	0.6407	0.5905	0.7685
No log	6.8	272	0.5898	0.6708	0.5898	0.7680
No log	6.85	274	0.6055	0.6071	0.6055	0.7781
No log	6.9	276	0.5663	0.6071	0.5663	0.7525
No log	6.95	278	0.5333	0.7101	0.5333	0.7303
No log	7.0	280	0.5060	0.7101	0.5060	0.7114
No log	7.05	282	0.4892	0.7129	0.4892	0.6995
No log	7.1	284	0.4988	0.7115	0.4988	0.7063
No log	7.15	286	0.5141	0.7598	0.5141	0.7170
No log	7.2	288	0.5199	0.7450	0.5199	0.7210
No log	7.25	290	0.5304	0.7444	0.5304	0.7283
No log	7.3	292	0.5697	0.6728	0.5697	0.7548
No log	7.35	294	0.6036	0.5858	0.6036	0.7769
No log	7.4	296	0.5989	0.5921	0.5989	0.7739
No log	7.45	298	0.5854	0.5796	0.5854	0.7651
No log	7.5	300	0.5929	0.6024	0.5929	0.7700
No log	7.55	302	0.5758	0.6768	0.5758	0.7588
No log	7.6	304	0.5938	0.6092	0.5938	0.7706
No log	7.65	306	0.7069	0.5447	0.7069	0.8408
No log	7.7	308	0.8365	0.5579	0.8365	0.9146
No log	7.75	310	0.7511	0.5589	0.7511	0.8666
No log	7.8	312	0.5711	0.6491	0.5711	0.7557
No log	7.85	314	0.4851	0.7196	0.4851	0.6965
No log	7.9	316	0.4895	0.7469	0.4895	0.6996
No log	7.95	318	0.4846	0.7196	0.4846	0.6961
No log	8.0	320	0.5462	0.7050	0.5462	0.7391
No log	8.05	322	0.6360	0.6393	0.6360	0.7975
No log	8.1	324	0.7230	0.5939	0.7230	0.8503
No log	8.15	326	0.6995	0.5968	0.6995	0.8363
No log	8.2	328	0.6468	0.5978	0.6468	0.8042
No log	8.25	330	0.5632	0.6491	0.5632	0.7505
No log	8.3	332	0.5293	0.7160	0.5293	0.7275
No log	8.35	334	0.5256	0.7160	0.5256	0.7250
No log	8.4	336	0.5621	0.6460	0.5621	0.7498
No log	8.45	338	0.6321	0.5942	0.6321	0.7951
No log	8.5	340	0.6423	0.5942	0.6423	0.8014
No log	8.55	342	0.5934	0.5981	0.5934	0.7703
No log	8.6	344	0.5307	0.7223	0.5307	0.7285
No log	8.65	346	0.5123	0.7129	0.5123	0.7158
No log	8.7	348	0.5384	0.7289	0.5384	0.7338
No log	8.75	350	0.6265	0.6377	0.6265	0.7915
No log	8.8	352	0.6824	0.5928	0.6824	0.8261
No log	8.85	354	0.6193	0.6420	0.6193	0.7870
No log	8.9	356	0.5867	0.6240	0.5867	0.7659
No log	8.95	358	0.5794	0.6352	0.5794	0.7612
No log	9.0	360	0.5410	0.6728	0.5410	0.7355
No log	9.05	362	0.5151	0.7403	0.5151	0.7177
No log	9.1	364	0.5097	0.7464	0.5097	0.7139
No log	9.15	366	0.5000	0.7358	0.5000	0.7071
No log	9.2	368	0.5016	0.7450	0.5016	0.7082
No log	9.25	370	0.5921	0.6838	0.5921	0.7694
No log	9.3	372	0.7174	0.6368	0.7174	0.8470
No log	9.35	374	0.7279	0.5833	0.7279	0.8532
No log	9.4	376	0.6491	0.5663	0.6491	0.8057
No log	9.45	378	0.5589	0.6646	0.5589	0.7476
No log	9.5	380	0.5053	0.7116	0.5053	0.7109
No log	9.55	382	0.4887	0.7049	0.4887	0.6991
No log	9.6	384	0.5070	0.6897	0.5070	0.7121
No log	9.65	386	0.5377	0.6884	0.5377	0.7333
No log	9.7	388	0.5562	0.7545	0.5562	0.7458
No log	9.75	390	0.5748	0.7534	0.5748	0.7581
No log	9.8	392	0.5539	0.7295	0.5539	0.7442
No log	9.85	394	0.5337	0.7081	0.5337	0.7306
No log	9.9	396	0.5387	0.6908	0.5387	0.7340
No log	9.95	398	0.5219	0.7189	0.5219	0.7225
No log	10.0	400	0.4979	0.7450	0.4979	0.7056
No log	10.05	402	0.4893	0.6888	0.4893	0.6995
No log	10.1	404	0.5064	0.7323	0.5064	0.7116
No log	10.15	406	0.5080	0.7323	0.5080	0.7127
No log	10.2	408	0.4898	0.7210	0.4898	0.6998
No log	10.25	410	0.5100	0.7141	0.5100	0.7142
No log	10.3	412	0.6352	0.6727	0.6352	0.7970
No log	10.35	414	0.6882	0.6548	0.6882	0.8296
No log	10.4	416	0.6369	0.6410	0.6369	0.7981
No log	10.45	418	0.5672	0.7019	0.5672	0.7531
No log	10.5	420	0.5261	0.7034	0.5261	0.7253
No log	10.55	422	0.5290	0.7056	0.5290	0.7273
No log	10.6	424	0.5268	0.7108	0.5268	0.7258
No log	10.65	426	0.5550	0.7306	0.5550	0.7450
No log	10.7	428	0.6199	0.7394	0.6199	0.7874
No log	10.75	430	0.6192	0.7007	0.6192	0.7869
No log	10.8	432	0.5736	0.6564	0.5736	0.7574
No log	10.85	434	0.5482	0.6880	0.5482	0.7404
No log	10.9	436	0.5424	0.6988	0.5424	0.7365
No log	10.95	438	0.5488	0.6988	0.5488	0.7408
No log	11.0	440	0.5705	0.6853	0.5705	0.7553
No log	11.05	442	0.5741	0.6547	0.5741	0.7577
No log	11.1	444	0.5742	0.6857	0.5742	0.7578
No log	11.15	446	0.5799	0.6647	0.5799	0.7615
No log	11.2	448	0.5867	0.6647	0.5867	0.7660
No log	11.25	450	0.5702	0.6656	0.5702	0.7551
No log	11.3	452	0.5554	0.7129	0.5554	0.7453
No log	11.35	454	0.5560	0.7009	0.5560	0.7457
No log	11.4	456	0.5630	0.6841	0.5630	0.7503
No log	11.45	458	0.5501	0.7179	0.5501	0.7417
No log	11.5	460	0.5450	0.7129	0.5450	0.7382
No log	11.55	462	0.5878	0.6670	0.5878	0.7667
No log	11.6	464	0.5954	0.6630	0.5954	0.7716
No log	11.65	466	0.5878	0.6455	0.5878	0.7667
No log	11.7	468	0.5900	0.6127	0.5900	0.7681
No log	11.75	470	0.5653	0.6491	0.5653	0.7518
No log	11.8	472	0.5620	0.6491	0.5620	0.7497
No log	11.85	474	0.5474	0.6865	0.5474	0.7399
No log	11.9	476	0.5571	0.6609	0.5571	0.7464
No log	11.95	478	0.5782	0.6609	0.5782	0.7604
No log	12.0	480	0.5733	0.6940	0.5733	0.7572
No log	12.05	482	0.5749	0.6940	0.5749	0.7582
No log	12.1	484	0.5726	0.6700	0.5726	0.7567
No log	12.15	486	0.5542	0.7003	0.5542	0.7444
No log	12.2	488	0.5563	0.7175	0.5563	0.7459
No log	12.25	490	0.5297	0.7345	0.5297	0.7278
No log	12.3	492	0.5259	0.7345	0.5259	0.7252
No log	12.35	494	0.5430	0.7345	0.5430	0.7369
No log	12.4	496	0.5583	0.6547	0.5583	0.7472
No log	12.45	498	0.5807	0.6678	0.5807	0.7620
0.2555	12.5	500	0.6543	0.6199	0.6543	0.8089
0.2555	12.55	502	0.7334	0.5490	0.7334	0.8564
0.2555	12.6	504	0.7077	0.6089	0.7077	0.8413
0.2555	12.65	506	0.6312	0.5927	0.6312	0.7945
0.2555	12.7	508	0.6070	0.6569	0.6070	0.7791
0.2555	12.75	510	0.6126	0.6367	0.6126	0.7827
0.2555	12.8	512	0.6384	0.5739	0.6384	0.7990
0.2555	12.85	514	0.7071	0.5916	0.7071	0.8409
0.2555	12.9	516	0.7758	0.5219	0.7758	0.8808
0.2555	12.95	518	0.7579	0.5663	0.7579	0.8706
0.2555	13.0	520	0.6636	0.6230	0.6636	0.8146
0.2555	13.05	522	0.6115	0.6157	0.6115	0.7820
0.2555	13.1	524	0.5722	0.6460	0.5722	0.7564
0.2555	13.15	526	0.5548	0.6641	0.5548	0.7448
0.2555	13.2	528	0.5655	0.6908	0.5655	0.7520
0.2555	13.25	530	0.6080	0.6053	0.6080	0.7797
0.2555	13.3	532	0.6744	0.6450	0.6744	0.8212
0.2555	13.35	534	0.7017	0.6019	0.7017	0.8377
0.2555	13.4	536	0.6769	0.6487	0.6769	0.8227
0.2555	13.45	538	0.6268	0.6455	0.6268	0.7917
0.2555	13.5	540	0.5731	0.6491	0.5731	0.7570
0.2555	13.55	542	0.5600	0.6588	0.5600	0.7483
0.2555	13.6	544	0.5478	0.6824	0.5478	0.7401
0.2555	13.65	546	0.5420	0.6779	0.5420	0.7362
0.2555	13.7	548	0.5577	0.6695	0.5577	0.7468
0.2555	13.75	550	0.5656	0.6865	0.5656	0.7521
0.2555	13.8	552	0.5666	0.6865	0.5666	0.7527
0.2555	13.85	554	0.5305	0.6944	0.5305	0.7283
0.2555	13.9	556	0.5101	0.7049	0.5101	0.7142
0.2555	13.95	558	0.5138	0.6932	0.5138	0.7168
0.2555	14.0	560	0.5146	0.6978	0.5146	0.7174
0.2555	14.05	562	0.5177	0.6833	0.5177	0.7195
0.2555	14.1	564	0.5432	0.6479	0.5432	0.7370
0.2555	14.15	566	0.5631	0.6588	0.5631	0.7504
0.2555	14.2	568	0.5797	0.6629	0.5797	0.7614
0.2555	14.25	570	0.5970	0.6469	0.5970	0.7727
0.2555	14.3	572	0.6238	0.6167	0.6238	0.7898
0.2555	14.35	574	0.6344	0.6167	0.6344	0.7965
0.2555	14.4	576	0.6070	0.6695	0.6070	0.7791
0.2555	14.45	578	0.5682	0.6602	0.5682	0.7538
0.2555	14.5	580	0.5674	0.6796	0.5674	0.7533
0.2555	14.55	582	0.5772	0.6470	0.5772	0.7597
0.2555	14.6	584	0.5694	0.6796	0.5694	0.7546
0.2555	14.65	586	0.5501	0.6606	0.5501	0.7417
0.2555	14.7	588	0.5445	0.6528	0.5445	0.7379
0.2555	14.75	590	0.5469	0.6528	0.5469	0.7395
0.2555	14.8	592	0.5687	0.6878	0.5687	0.7541
0.2555	14.85	594	0.5493	0.6548	0.5493	0.7411
0.2555	14.9	596	0.5232	0.6528	0.5232	0.7234
0.2555	14.95	598	0.5157	0.6888	0.5157	0.7181
0.2555	15.0	600	0.5147	0.6888	0.5147	0.7174
0.2555	15.05	602	0.5168	0.6932	0.5168	0.7189
0.2555	15.1	604	0.5187	0.7218	0.5187	0.7202
0.2555	15.15	606	0.5205	0.6888	0.5205	0.7215
0.2555	15.2	608	0.5212	0.6888	0.5212	0.7219
0.2555	15.25	610	0.5209	0.7049	0.5209	0.7217
0.2555	15.3	612	0.5179	0.6880	0.5179	0.7196
0.2555	15.35	614	0.5147	0.6880	0.5147	0.7174
0.2555	15.4	616	0.5329	0.7081	0.5329	0.7300
0.2555	15.45	618	0.5836	0.6940	0.5836	0.7640
0.2555	15.5	620	0.6252	0.6661	0.6252	0.7907
0.2555	15.55	622	0.6042	0.6892	0.6042	0.7773
0.2555	15.6	624	0.5520	0.6833	0.5520	0.7430
0.2555	15.65	626	0.5222	0.6796	0.5222	0.7227
0.2555	15.7	628	0.5340	0.6517	0.5340	0.7308
0.2555	15.75	630	0.5340	0.6409	0.5340	0.7308
0.2555	15.8	632	0.5149	0.7025	0.5149	0.7176
0.2555	15.85	634	0.5141	0.6712	0.5141	0.7170
0.2555	15.9	636	0.5385	0.6946	0.5385	0.7338
0.2555	15.95	638	0.5660	0.7003	0.5660	0.7523
0.2555	16.0	640	0.5571	0.7003	0.5571	0.7464
0.2555	16.05	642	0.5360	0.6771	0.5360	0.7321
0.2555	16.1	644	0.5306	0.6982	0.5306	0.7284
0.2555	16.15	646	0.5567	0.6013	0.5567	0.7461
0.2555	16.2	648	0.5675	0.5771	0.5675	0.7533
0.2555	16.25	650	0.5537	0.6479	0.5537	0.7441
0.2555	16.3	652	0.5448	0.6880	0.5448	0.7381
0.2555	16.35	654	0.5903	0.6845	0.5903	0.7683
0.2555	16.4	656	0.6150	0.6940	0.6150	0.7842
0.2555	16.45	658	0.5864	0.6990	0.5864	0.7658
0.2555	16.5	660	0.5565	0.7189	0.5565	0.7460
0.2555	16.55	662	0.5737	0.6364	0.5737	0.7575
0.2555	16.6	664	0.5888	0.5747	0.5888	0.7674
0.2555	16.65	666	0.5871	0.6359	0.5871	0.7662
0.2555	16.7	668	0.5905	0.6338	0.5905	0.7685
0.2555	16.75	670	0.6015	0.6082	0.6015	0.7756
0.2555	16.8	672	0.6508	0.5835	0.6508	0.8067
0.2555	16.85	674	0.6850	0.5835	0.6850	0.8276
0.2555	16.9	676	0.6662	0.5835	0.6662	0.8162
0.2555	16.95	678	0.6541	0.6032	0.6541	0.8087

Framework versions

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