ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_task2_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: 0.7704
• Qwk: 0.4749
• Mse: 0.7704
• Rmse: 0.8777

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	0.0870	2	4.5826	0.0042	4.5826	2.1407
No log	0.1739	4	3.2510	-0.0233	3.2510	1.8030
No log	0.2609	6	1.8277	0.0190	1.8277	1.3519
No log	0.3478	8	1.2129	0.1470	1.2129	1.1013
No log	0.4348	10	1.1778	0.1857	1.1778	1.0853
No log	0.5217	12	1.1145	0.2083	1.1145	1.0557
No log	0.6087	14	1.2344	0.1315	1.2344	1.1110
No log	0.6957	16	1.4035	0.0608	1.4035	1.1847
No log	0.7826	18	1.1494	0.2346	1.1494	1.0721
No log	0.8696	20	1.0220	0.3747	1.0220	1.0109
No log	0.9565	22	0.9517	0.3448	0.9517	0.9755
No log	1.0435	24	1.0060	0.3765	1.0060	1.0030
No log	1.1304	26	1.5399	0.2281	1.5399	1.2409
No log	1.2174	28	1.8044	0.2147	1.8044	1.3433
No log	1.3043	30	1.4104	0.3458	1.4104	1.1876
No log	1.3913	32	1.0900	0.3907	1.0900	1.0440
No log	1.4783	34	1.2908	0.4170	1.2908	1.1361
No log	1.5652	36	1.1615	0.4017	1.1615	1.0777
No log	1.6522	38	1.0085	0.5365	1.0085	1.0042
No log	1.7391	40	0.9711	0.4877	0.9711	0.9854
No log	1.8261	42	1.0827	0.3232	1.0827	1.0405
No log	1.9130	44	1.1086	0.3392	1.1086	1.0529
No log	2.0	46	1.0801	0.4075	1.0801	1.0393
No log	2.0870	48	0.8671	0.5597	0.8671	0.9312
No log	2.1739	50	0.8713	0.5203	0.8713	0.9334
No log	2.2609	52	0.8565	0.5362	0.8565	0.9254
No log	2.3478	54	0.8299	0.5693	0.8299	0.9110
No log	2.4348	56	0.8633	0.6218	0.8633	0.9292
No log	2.5217	58	0.8808	0.6250	0.8808	0.9385
No log	2.6087	60	0.8207	0.5896	0.8207	0.9059
No log	2.6957	62	0.8508	0.5038	0.8508	0.9224
No log	2.7826	64	0.8262	0.5624	0.8262	0.9089
No log	2.8696	66	0.8119	0.5565	0.8119	0.9011
No log	2.9565	68	0.8415	0.6515	0.8415	0.9173
No log	3.0435	70	0.9735	0.5589	0.9735	0.9867
No log	3.1304	72	0.9136	0.6312	0.9136	0.9558
No log	3.2174	74	0.9162	0.5943	0.9162	0.9572
No log	3.3043	76	0.9947	0.5566	0.9947	0.9973
No log	3.3913	78	0.8694	0.5806	0.8694	0.9324
No log	3.4783	80	0.8321	0.6372	0.8321	0.9122
No log	3.5652	82	0.8528	0.6075	0.8528	0.9235
No log	3.6522	84	1.0106	0.4577	1.0106	1.0053
No log	3.7391	86	0.9067	0.5617	0.9067	0.9522
No log	3.8261	88	0.7893	0.5684	0.7893	0.8884
No log	3.9130	90	1.1018	0.5051	1.1018	1.0496
No log	4.0	92	1.2440	0.4213	1.2440	1.1154
No log	4.0870	94	1.0950	0.5298	1.0950	1.0464
No log	4.1739	96	0.8751	0.5860	0.8751	0.9355
No log	4.2609	98	0.8367	0.5680	0.8367	0.9147
No log	4.3478	100	0.8275	0.5746	0.8275	0.9097
No log	4.4348	102	0.9239	0.4	0.9239	0.9612
No log	4.5217	104	1.0590	0.3487	1.0590	1.0291
No log	4.6087	106	1.0905	0.3706	1.0905	1.0443
No log	4.6957	108	1.0072	0.3839	1.0072	1.0036
No log	4.7826	110	0.8560	0.4482	0.8560	0.9252
No log	4.8696	112	0.7976	0.5781	0.7976	0.8931
No log	4.9565	114	0.9411	0.5393	0.9411	0.9701
No log	5.0435	116	0.9391	0.5562	0.9391	0.9691
No log	5.1304	118	0.7918	0.5617	0.7918	0.8898
No log	5.2174	120	0.7102	0.6294	0.7102	0.8427
No log	5.3043	122	0.7893	0.6167	0.7893	0.8884
No log	5.3913	124	0.7675	0.6167	0.7675	0.8761
No log	5.4783	126	0.6905	0.6292	0.6905	0.8310
No log	5.5652	128	0.6782	0.5492	0.6782	0.8235
No log	5.6522	130	0.6848	0.5866	0.6848	0.8276
No log	5.7391	132	0.6974	0.6224	0.6974	0.8351
No log	5.8261	134	0.6989	0.6487	0.6989	0.8360
No log	5.9130	136	0.7429	0.5618	0.7429	0.8619
No log	6.0	138	0.7356	0.5618	0.7356	0.8577
No log	6.0870	140	0.7351	0.5161	0.7351	0.8574
No log	6.1739	142	0.7279	0.5322	0.7279	0.8531
No log	6.2609	144	0.7457	0.5684	0.7457	0.8636
No log	6.3478	146	0.8244	0.5775	0.8244	0.9080
No log	6.4348	148	1.0479	0.5597	1.0479	1.0237
No log	6.5217	150	1.1051	0.5178	1.1051	1.0512
No log	6.6087	152	0.9501	0.5679	0.9501	0.9747
No log	6.6957	154	0.8068	0.5828	0.8068	0.8982
No log	6.7826	156	0.8679	0.4915	0.8679	0.9316
No log	6.8696	158	0.9881	0.3872	0.9881	0.9940
No log	6.9565	160	1.0248	0.3706	1.0248	1.0123
No log	7.0435	162	0.9834	0.4431	0.9834	0.9917
No log	7.1304	164	0.8562	0.5645	0.8562	0.9253
No log	7.2174	166	0.9098	0.6119	0.9098	0.9539
No log	7.3043	168	0.9495	0.55	0.9495	0.9744
No log	7.3913	170	0.8905	0.5498	0.8905	0.9437
No log	7.4783	172	0.8078	0.4982	0.8078	0.8988
No log	7.5652	174	0.8027	0.5403	0.8027	0.8959
No log	7.6522	176	0.7994	0.5327	0.7994	0.8941
No log	7.7391	178	0.7676	0.5607	0.7676	0.8761
No log	7.8261	180	0.7654	0.5525	0.7654	0.8749
No log	7.9130	182	0.8276	0.5560	0.8276	0.9097
No log	8.0	184	0.9181	0.5780	0.9181	0.9582
No log	8.0870	186	0.9439	0.5780	0.9439	0.9716
No log	8.1739	188	0.8700	0.6083	0.8700	0.9327
No log	8.2609	190	0.9009	0.6302	0.9009	0.9492
No log	8.3478	192	0.9676	0.5506	0.9676	0.9836
No log	8.4348	194	0.8652	0.6021	0.8652	0.9302
No log	8.5217	196	0.8096	0.5611	0.8096	0.8998
No log	8.6087	198	0.8181	0.5011	0.8181	0.9045
No log	8.6957	200	0.8021	0.4841	0.8021	0.8956
No log	8.7826	202	0.8085	0.5110	0.8085	0.8992
No log	8.8696	204	0.8505	0.5821	0.8505	0.9222
No log	8.9565	206	0.8373	0.5451	0.8373	0.9150
No log	9.0435	208	0.7948	0.4994	0.7948	0.8915
No log	9.1304	210	0.7690	0.5254	0.7690	0.8769
No log	9.2174	212	0.7755	0.5269	0.7755	0.8806
No log	9.3043	214	0.7699	0.5259	0.7699	0.8774
No log	9.3913	216	0.7535	0.5566	0.7535	0.8680
No log	9.4783	218	0.7465	0.5691	0.7465	0.8640
No log	9.5652	220	0.7477	0.6205	0.7477	0.8647
No log	9.6522	222	0.7578	0.6682	0.7578	0.8705
No log	9.7391	224	0.7419	0.6682	0.7419	0.8613
No log	9.8261	226	0.7172	0.6269	0.7172	0.8469
No log	9.9130	228	0.7551	0.6256	0.7551	0.8690
No log	10.0	230	0.8435	0.5888	0.8435	0.9184
No log	10.0870	232	0.8853	0.5888	0.8853	0.9409
No log	10.1739	234	0.8087	0.6111	0.8087	0.8993
No log	10.2609	236	0.7231	0.6369	0.7231	0.8504
No log	10.3478	238	0.6969	0.5856	0.6969	0.8348
No log	10.4348	240	0.6827	0.5349	0.6827	0.8263
No log	10.5217	242	0.6956	0.5925	0.6956	0.8341
No log	10.6087	244	0.6894	0.6412	0.6894	0.8303
No log	10.6957	246	0.7147	0.6534	0.7147	0.8454
No log	10.7826	248	0.7104	0.6809	0.7104	0.8429
No log	10.8696	250	0.7355	0.5881	0.7355	0.8576
No log	10.9565	252	0.7150	0.5908	0.7150	0.8456
No log	11.0435	254	0.7035	0.5329	0.7035	0.8387
No log	11.1304	256	0.7085	0.5329	0.7085	0.8417
No log	11.2174	258	0.7149	0.5329	0.7149	0.8455
No log	11.3043	260	0.7261	0.5171	0.7261	0.8521
No log	11.3913	262	0.7461	0.4979	0.7461	0.8638
No log	11.4783	264	0.7487	0.5403	0.7487	0.8653
No log	11.5652	266	0.7476	0.5868	0.7476	0.8647
No log	11.6522	268	0.7570	0.6005	0.7570	0.8701
No log	11.7391	270	0.7464	0.5657	0.7464	0.8639
No log	11.8261	272	0.7498	0.5743	0.7498	0.8659
No log	11.9130	274	0.7539	0.5072	0.7539	0.8683
No log	12.0	276	0.7614	0.5042	0.7614	0.8726
No log	12.0870	278	0.7487	0.5011	0.7487	0.8653
No log	12.1739	280	0.7465	0.5527	0.7465	0.8640
No log	12.2609	282	0.7891	0.5954	0.7891	0.8883
No log	12.3478	284	0.8052	0.5623	0.8052	0.8973
No log	12.4348	286	0.8157	0.5623	0.8157	0.9032
No log	12.5217	288	0.7956	0.6178	0.7956	0.8920
No log	12.6087	290	0.7698	0.5485	0.7698	0.8774
No log	12.6957	292	0.7429	0.6363	0.7429	0.8619
No log	12.7826	294	0.7507	0.5447	0.7507	0.8665
No log	12.8696	296	0.7688	0.5161	0.7688	0.8768
No log	12.9565	298	0.7754	0.4929	0.7754	0.8805
No log	13.0435	300	0.7653	0.4962	0.7653	0.8748
No log	13.1304	302	0.7573	0.5413	0.7573	0.8702
No log	13.2174	304	0.7720	0.5693	0.7720	0.8786
No log	13.3043	306	0.8130	0.5806	0.8130	0.9017
No log	13.3913	308	0.8166	0.6072	0.8166	0.9037
No log	13.4783	310	0.7861	0.6119	0.7861	0.8866
No log	13.5652	312	0.7563	0.6160	0.7563	0.8697
No log	13.6522	314	0.7948	0.5691	0.7948	0.8915
No log	13.7391	316	0.8041	0.5367	0.8041	0.8967
No log	13.8261	318	0.7505	0.5632	0.7505	0.8663
No log	13.9130	320	0.7548	0.5432	0.7548	0.8688
No log	14.0	322	0.7684	0.5756	0.7684	0.8766
No log	14.0870	324	0.7543	0.6545	0.7543	0.8685
No log	14.1739	326	0.7399	0.6414	0.7399	0.8602
No log	14.2609	328	0.7459	0.6263	0.7459	0.8636
No log	14.3478	330	0.7432	0.6263	0.7432	0.8621
No log	14.4348	332	0.7435	0.5680	0.7435	0.8623
No log	14.5217	334	0.7609	0.6196	0.7609	0.8723
No log	14.6087	336	0.7801	0.5869	0.7801	0.8832
No log	14.6957	338	0.7691	0.5979	0.7691	0.8770
No log	14.7826	340	0.7506	0.6269	0.7506	0.8664
No log	14.8696	342	0.7431	0.6269	0.7431	0.8620
No log	14.9565	344	0.7130	0.6035	0.7130	0.8444
No log	15.0435	346	0.6980	0.6363	0.6980	0.8355
No log	15.1304	348	0.7038	0.6437	0.7038	0.8389
No log	15.2174	350	0.7044	0.6386	0.7044	0.8393
No log	15.3043	352	0.7006	0.6546	0.7006	0.8370
No log	15.3913	354	0.6970	0.6412	0.6970	0.8349
No log	15.4783	356	0.7137	0.6712	0.7137	0.8448
No log	15.5652	358	0.6954	0.6525	0.6954	0.8339
No log	15.6522	360	0.6941	0.6563	0.6941	0.8331
No log	15.7391	362	0.7023	0.6449	0.7023	0.8381
No log	15.8261	364	0.7280	0.6109	0.7280	0.8532
No log	15.9130	366	0.7466	0.5756	0.7466	0.8640
No log	16.0	368	0.7578	0.5385	0.7578	0.8705
No log	16.0870	370	0.7593	0.5385	0.7593	0.8714
No log	16.1739	372	0.7452	0.5324	0.7452	0.8633
No log	16.2609	374	0.7309	0.5746	0.7309	0.8549
No log	16.3478	376	0.7350	0.5658	0.7350	0.8573
No log	16.4348	378	0.7362	0.5550	0.7362	0.8580
No log	16.5217	380	0.7715	0.5942	0.7715	0.8784
No log	16.6087	382	0.8117	0.5714	0.8117	0.9010
No log	16.6957	384	0.7925	0.5624	0.7925	0.8902
No log	16.7826	386	0.7515	0.5937	0.7515	0.8669
No log	16.8696	388	0.7780	0.5347	0.7780	0.8821
No log	16.9565	390	0.8095	0.4645	0.8095	0.8997
No log	17.0435	392	0.7713	0.6085	0.7713	0.8782
No log	17.1304	394	0.7548	0.6171	0.7548	0.8688
No log	17.2174	396	0.7814	0.5954	0.7814	0.8840
No log	17.3043	398	0.7623	0.6241	0.7623	0.8731
No log	17.3913	400	0.7643	0.5703	0.7643	0.8743
No log	17.4783	402	0.7606	0.5727	0.7606	0.8721
No log	17.5652	404	0.7572	0.5730	0.7572	0.8701
No log	17.6522	406	0.7630	0.5534	0.7630	0.8735
No log	17.7391	408	0.7785	0.5426	0.7785	0.8823
No log	17.8261	410	0.7985	0.5426	0.7985	0.8936
No log	17.9130	412	0.8136	0.5249	0.8136	0.9020
No log	18.0	414	0.8111	0.5879	0.8111	0.9006
No log	18.0870	416	0.8037	0.5443	0.8037	0.8965
No log	18.1739	418	0.7972	0.5671	0.7972	0.8928
No log	18.2609	420	0.8268	0.5895	0.8268	0.9093
No log	18.3478	422	0.9317	0.5247	0.9317	0.9652
No log	18.4348	424	0.9566	0.4873	0.9566	0.9781
No log	18.5217	426	0.8917	0.6025	0.8917	0.9443
No log	18.6087	428	0.8329	0.5472	0.8329	0.9127
No log	18.6957	430	0.8128	0.5846	0.8128	0.9016
No log	18.7826	432	0.8421	0.5485	0.8421	0.9177
No log	18.8696	434	0.8741	0.5338	0.8741	0.9349
No log	18.9565	436	0.8578	0.5832	0.8578	0.9262
No log	19.0435	438	0.8309	0.5886	0.8309	0.9115
No log	19.1304	440	0.8130	0.4996	0.8130	0.9017
No log	19.2174	442	0.8143	0.5110	0.8143	0.9024
No log	19.3043	444	0.8311	0.5241	0.8311	0.9117
No log	19.3913	446	0.8188	0.5110	0.8188	0.9049
No log	19.4783	448	0.7979	0.5356	0.7979	0.8932
No log	19.5652	450	0.8173	0.5858	0.8173	0.9040
No log	19.6522	452	0.8664	0.5832	0.8664	0.9308
No log	19.7391	454	0.9497	0.5557	0.9497	0.9745
No log	19.8261	456	0.9674	0.5258	0.9674	0.9835
No log	19.9130	458	0.9161	0.5682	0.9161	0.9571
No log	20.0	460	0.8431	0.5720	0.8431	0.9182
No log	20.0870	462	0.8029	0.5186	0.8029	0.8960
No log	20.1739	464	0.8051	0.4836	0.8051	0.8973
No log	20.2609	466	0.8193	0.5721	0.8193	0.9051
No log	20.3478	468	0.8046	0.5582	0.8046	0.8970
No log	20.4348	470	0.8025	0.5548	0.8025	0.8958
No log	20.5217	472	0.8683	0.5517	0.8683	0.9318
No log	20.6087	474	0.9017	0.5276	0.9017	0.9496
No log	20.6957	476	0.9378	0.5591	0.9378	0.9684
No log	20.7826	478	0.9174	0.5769	0.9174	0.9578
No log	20.8696	480	0.8520	0.5835	0.8520	0.9230
No log	20.9565	482	0.7960	0.5740	0.7960	0.8922
No log	21.0435	484	0.8390	0.5479	0.8390	0.9160
No log	21.1304	486	0.9520	0.5258	0.9520	0.9757
No log	21.2174	488	1.0121	0.5266	1.0121	1.0060
No log	21.3043	490	0.9526	0.5258	0.9526	0.9760
No log	21.3913	492	0.8848	0.5301	0.8848	0.9406
No log	21.4783	494	0.8172	0.5451	0.8172	0.9040
No log	21.5652	496	0.8415	0.5482	0.8415	0.9173
No log	21.6522	498	0.8912	0.5308	0.8912	0.9440
0.2739	21.7391	500	0.9041	0.5094	0.9041	0.9508
0.2739	21.8261	502	0.8885	0.5014	0.8885	0.9426
0.2739	21.9130	504	0.8435	0.4998	0.8435	0.9184
0.2739	22.0	506	0.8132	0.4981	0.8132	0.9018
0.2739	22.0870	508	0.7990	0.5672	0.7990	0.8938
0.2739	22.1739	510	0.7915	0.5447	0.7915	0.8896
0.2739	22.2609	512	0.7903	0.5634	0.7903	0.8890
0.2739	22.3478	514	0.8036	0.5806	0.8036	0.8964
0.2739	22.4348	516	0.7970	0.5806	0.7970	0.8928
0.2739	22.5217	518	0.7851	0.5858	0.7851	0.8861
0.2739	22.6087	520	0.7606	0.5851	0.7606	0.8721
0.2739	22.6957	522	0.7615	0.5321	0.7615	0.8726
0.2739	22.7826	524	0.7747	0.5321	0.7747	0.8802
0.2739	22.8696	526	0.7802	0.5321	0.7802	0.8833
0.2739	22.9565	528	0.7784	0.5321	0.7784	0.8822
0.2739	23.0435	530	0.7808	0.5583	0.7808	0.8836
0.2739	23.1304	532	0.7852	0.4898	0.7852	0.8861
0.2739	23.2174	534	0.7833	0.4889	0.7833	0.8850
0.2739	23.3043	536	0.7802	0.4889	0.7802	0.8833
0.2739	23.3913	538	0.7784	0.5040	0.7784	0.8823
0.2739	23.4783	540	0.7775	0.5451	0.7775	0.8818
0.2739	23.5652	542	0.7752	0.5451	0.7752	0.8805
0.2739	23.6522	544	0.7764	0.5472	0.7764	0.8811
0.2739	23.7391	546	0.7969	0.5634	0.7969	0.8927
0.2739	23.8261	548	0.8140	0.5409	0.8140	0.9022
0.2739	23.9130	550	0.8190	0.5554	0.8190	0.9050
0.2739	24.0	552	0.8157	0.5575	0.8157	0.9032
0.2739	24.0870	554	0.8126	0.5598	0.8126	0.9014
0.2739	24.1739	556	0.8053	0.5807	0.8053	0.8974
0.2739	24.2609	558	0.7906	0.5645	0.7906	0.8891
0.2739	24.3478	560	0.7655	0.5730	0.7655	0.8749
0.2739	24.4348	562	0.7744	0.5136	0.7744	0.8800
0.2739	24.5217	564	0.7921	0.5269	0.7921	0.8900
0.2739	24.6087	566	0.7767	0.6069	0.7767	0.8813
0.2739	24.6957	568	0.7647	0.5646	0.7647	0.8745
0.2739	24.7826	570	0.7508	0.5772	0.7508	0.8665
0.2739	24.8696	572	0.7512	0.5670	0.7512	0.8667
0.2739	24.9565	574	0.7678	0.5784	0.7678	0.8762
0.2739	25.0435	576	0.7604	0.5376	0.7604	0.8720
0.2739	25.1304	578	0.7526	0.5557	0.7526	0.8675
0.2739	25.2174	580	0.7659	0.5382	0.7659	0.8752
0.2739	25.3043	582	0.7747	0.5559	0.7747	0.8802
0.2739	25.3913	584	0.7786	0.5704	0.7786	0.8824
0.2739	25.4783	586	0.7836	0.5343	0.7836	0.8852
0.2739	25.5652	588	0.7752	0.5343	0.7752	0.8805
0.2739	25.6522	590	0.7733	0.5611	0.7733	0.8794
0.2739	25.7391	592	0.7754	0.5956	0.7754	0.8806
0.2739	25.8261	594	0.7648	0.5815	0.7648	0.8745
0.2739	25.9130	596	0.7621	0.5621	0.7621	0.8730
0.2739	26.0	598	0.7981	0.5433	0.7981	0.8934
0.2739	26.0870	600	0.8276	0.5387	0.8276	0.9097
0.2739	26.1739	602	0.8162	0.5367	0.8162	0.9034
0.2739	26.2609	604	0.7938	0.5518	0.7938	0.8909
0.2739	26.3478	606	0.7809	0.5849	0.7809	0.8837
0.2739	26.4348	608	0.8160	0.5647	0.8160	0.9033
0.2739	26.5217	610	0.8866	0.5201	0.8866	0.9416
0.2739	26.6087	612	0.9225	0.5094	0.9225	0.9605
0.2739	26.6957	614	0.9154	0.5094	0.9154	0.9568
0.2739	26.7826	616	0.8816	0.5041	0.8816	0.9389
0.2739	26.8696	618	0.8620	0.4716	0.8620	0.9284
0.2739	26.9565	620	0.8450	0.5176	0.8450	0.9192
0.2739	27.0435	622	0.8265	0.5295	0.8265	0.9091
0.2739	27.1304	624	0.8234	0.5232	0.8234	0.9074
0.2739	27.2174	626	0.8331	0.5158	0.8331	0.9127
0.2739	27.3043	628	0.8522	0.5265	0.8522	0.9232
0.2739	27.3913	630	0.8920	0.5607	0.8920	0.9444
0.2739	27.4783	632	0.9274	0.5821	0.9274	0.9630
0.2739	27.5652	634	0.9144	0.5848	0.9144	0.9563
0.2739	27.6522	636	0.8667	0.5631	0.8667	0.9310
0.2739	27.7391	638	0.8141	0.5476	0.8141	0.9023
0.2739	27.8261	640	0.7801	0.5645	0.7801	0.8832
0.2739	27.9130	642	0.7713	0.5370	0.7713	0.8783
0.2739	28.0	644	0.7680	0.5370	0.7680	0.8764
0.2739	28.0870	646	0.7687	0.4902	0.7687	0.8768
0.2739	28.1739	648	0.7694	0.4902	0.7694	0.8771
0.2739	28.2609	650	0.7679	0.5131	0.7679	0.8763
0.2739	28.3478	652	0.7673	0.5114	0.7673	0.8760
0.2739	28.4348	654	0.7723	0.5024	0.7723	0.8788
0.2739	28.5217	656	0.7696	0.4923	0.7696	0.8773
0.2739	28.6087	658	0.7656	0.4923	0.7656	0.8750
0.2739	28.6957	660	0.7660	0.4749	0.7660	0.8752
0.2739	28.7826	662	0.7704	0.4749	0.7704	0.8777

Framework versions

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