ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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: 0.6240
• Qwk: 0.4051
• Mse: 0.6240
• Rmse: 0.7900

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	0.0290	2	4.3096	-0.0253	4.3096	2.0759
No log	0.0580	4	2.2467	0.0656	2.2467	1.4989
No log	0.0870	6	1.2781	0.0205	1.2781	1.1305
No log	0.1159	8	1.0565	-0.0965	1.0565	1.0279
No log	0.1449	10	1.2314	-0.1047	1.2314	1.1097
No log	0.1739	12	1.0535	-0.1321	1.0535	1.0264
No log	0.2029	14	0.9517	-0.0334	0.9517	0.9755
No log	0.2319	16	0.8628	0.1240	0.8628	0.9289
No log	0.2609	18	0.8946	0.1163	0.8946	0.9458
No log	0.2899	20	0.9093	0.1217	0.9093	0.9536
No log	0.3188	22	1.3347	0.0363	1.3347	1.1553
No log	0.3478	24	1.4202	0.0262	1.4202	1.1917
No log	0.3768	26	1.0640	0.0031	1.0640	1.0315
No log	0.4058	28	1.0029	0.0684	1.0029	1.0015
No log	0.4348	30	0.9527	0.1349	0.9527	0.9761
No log	0.4638	32	0.9489	0.1186	0.9489	0.9741
No log	0.4928	34	0.8822	0.1804	0.8822	0.9393
No log	0.5217	36	0.8514	0.1669	0.8514	0.9227
No log	0.5507	38	0.9190	0.1295	0.9190	0.9587
No log	0.5797	40	0.9465	0.0434	0.9465	0.9729
No log	0.6087	42	1.0997	-0.0915	1.0997	1.0486
No log	0.6377	44	0.9871	0.0450	0.9871	0.9936
No log	0.6667	46	0.8452	0.1878	0.8452	0.9193
No log	0.6957	48	0.8660	0.1716	0.8660	0.9306
No log	0.7246	50	0.9563	0.0401	0.9563	0.9779
No log	0.7536	52	0.9327	0.0851	0.9327	0.9658
No log	0.7826	54	0.8801	0.1898	0.8801	0.9381
No log	0.8116	56	0.8076	0.2862	0.8076	0.8987
No log	0.8406	58	0.7729	0.2916	0.7729	0.8791
No log	0.8696	60	0.7717	0.3025	0.7717	0.8785
No log	0.8986	62	0.8727	0.1898	0.8727	0.9342
No log	0.9275	64	0.8200	0.2551	0.8200	0.9055
No log	0.9565	66	0.7584	0.2690	0.7584	0.8709
No log	0.9855	68	0.8916	0.1568	0.8916	0.9443
No log	1.0145	70	1.1315	0.1919	1.1315	1.0637
No log	1.0435	72	1.1715	0.2064	1.1715	1.0824
No log	1.0725	74	0.9765	0.1988	0.9765	0.9882
No log	1.1014	76	0.7724	0.1408	0.7724	0.8788
No log	1.1304	78	0.7778	0.2834	0.7778	0.8819
No log	1.1594	80	1.0548	0.0296	1.0548	1.0270
No log	1.1884	82	1.5160	0.1439	1.5160	1.2313
No log	1.2174	84	1.7781	0.1872	1.7781	1.3335
No log	1.2464	86	1.5600	0.1495	1.5600	1.2490
No log	1.2754	88	1.2210	0.0614	1.2210	1.1050
No log	1.3043	90	0.8493	0.2624	0.8493	0.9216
No log	1.3333	92	0.6823	0.3121	0.6823	0.8260
No log	1.3623	94	0.6876	0.2114	0.6876	0.8292
No log	1.3913	96	0.7469	0.2828	0.7469	0.8642
No log	1.4203	98	0.8684	0.3307	0.8684	0.9319
No log	1.4493	100	0.8885	0.3188	0.8885	0.9426
No log	1.4783	102	0.8145	0.3419	0.8145	0.9025
No log	1.5072	104	0.7435	0.4110	0.7435	0.8623
No log	1.5362	106	0.7107	0.4462	0.7107	0.8430
No log	1.5652	108	0.6923	0.4350	0.6923	0.8320
No log	1.5942	110	0.6792	0.4174	0.6792	0.8241
No log	1.6232	112	0.6712	0.4074	0.6712	0.8193
No log	1.6522	114	0.6985	0.4192	0.6985	0.8358
No log	1.6812	116	0.7159	0.3922	0.7159	0.8461
No log	1.7101	118	0.7282	0.3865	0.7282	0.8534
No log	1.7391	120	0.7205	0.3590	0.7205	0.8488
No log	1.7681	122	0.7034	0.3443	0.7034	0.8387
No log	1.7971	124	0.6939	0.4181	0.6939	0.8330
No log	1.8261	126	0.7101	0.4155	0.7101	0.8427
No log	1.8551	128	0.7519	0.3186	0.7519	0.8671
No log	1.8841	130	0.8191	0.2586	0.8191	0.9050
No log	1.9130	132	0.7256	0.3637	0.7256	0.8518
No log	1.9420	134	0.6884	0.4020	0.6884	0.8297
No log	1.9710	136	0.6825	0.4072	0.6825	0.8261
No log	2.0	138	0.7070	0.4138	0.7070	0.8408
No log	2.0290	140	0.6807	0.4389	0.6807	0.8251
No log	2.0580	142	0.6671	0.3958	0.6671	0.8168
No log	2.0870	144	0.7849	0.3715	0.7849	0.8860
No log	2.1159	146	0.7525	0.3796	0.7525	0.8675
No log	2.1449	148	0.6342	0.4607	0.6342	0.7964
No log	2.1739	150	0.7398	0.4357	0.7398	0.8601
No log	2.2029	152	0.7879	0.4450	0.7879	0.8877
No log	2.2319	154	0.7249	0.4478	0.7249	0.8514
No log	2.2609	156	0.6904	0.4409	0.6904	0.8309
No log	2.2899	158	0.7311	0.4790	0.7311	0.8550
No log	2.3188	160	0.7217	0.4596	0.7217	0.8496
No log	2.3478	162	0.7634	0.4233	0.7634	0.8737
No log	2.3768	164	0.9333	0.4057	0.9333	0.9661
No log	2.4058	166	0.8518	0.4100	0.8518	0.9230
No log	2.4348	168	0.6835	0.4562	0.6835	0.8267
No log	2.4638	170	0.8059	0.4021	0.8059	0.8977
No log	2.4928	172	0.8174	0.4003	0.8174	0.9041
No log	2.5217	174	0.6609	0.3868	0.6609	0.8130
No log	2.5507	176	0.6272	0.4730	0.6272	0.7920
No log	2.5797	178	0.6195	0.5005	0.6195	0.7871
No log	2.6087	180	0.7028	0.3978	0.7028	0.8383
No log	2.6377	182	0.9908	0.4140	0.9908	0.9954
No log	2.6667	184	1.0567	0.3876	1.0567	1.0279
No log	2.6957	186	0.8498	0.4219	0.8498	0.9219
No log	2.7246	188	0.6758	0.4035	0.6758	0.8220
No log	2.7536	190	0.6326	0.5012	0.6326	0.7953
No log	2.7826	192	0.6379	0.4594	0.6379	0.7987
No log	2.8116	194	0.6656	0.4625	0.6656	0.8158
No log	2.8406	196	0.6383	0.4789	0.6383	0.7989
No log	2.8696	198	0.6398	0.4926	0.6398	0.7999
No log	2.8986	200	0.6765	0.4416	0.6765	0.8225
No log	2.9275	202	0.6527	0.4537	0.6527	0.8079
No log	2.9565	204	0.6393	0.4998	0.6393	0.7996
No log	2.9855	206	0.6882	0.4028	0.6882	0.8296
No log	3.0145	208	0.6853	0.4323	0.6853	0.8278
No log	3.0435	210	0.6617	0.4418	0.6617	0.8135
No log	3.0725	212	0.6135	0.4857	0.6135	0.7833
No log	3.1014	214	0.6021	0.4956	0.6021	0.7760
No log	3.1304	216	0.6119	0.5042	0.6119	0.7822
No log	3.1594	218	0.6222	0.4662	0.6222	0.7888
No log	3.1884	220	0.6293	0.4507	0.6293	0.7933
No log	3.2174	222	0.6410	0.4639	0.6410	0.8006
No log	3.2464	224	0.6366	0.4553	0.6366	0.7979
No log	3.2754	226	0.6347	0.5134	0.6347	0.7967
No log	3.3043	228	0.6511	0.4544	0.6511	0.8069
No log	3.3333	230	0.7082	0.4282	0.7082	0.8415
No log	3.3623	232	0.6828	0.4267	0.6828	0.8263
No log	3.3913	234	0.6468	0.5312	0.6468	0.8042
No log	3.4203	236	0.7436	0.4182	0.7436	0.8623
No log	3.4493	238	0.7480	0.4157	0.7480	0.8649
No log	3.4783	240	0.6797	0.4295	0.6797	0.8244
No log	3.5072	242	0.6239	0.3961	0.6239	0.7898
No log	3.5362	244	0.6407	0.4544	0.6407	0.8004
No log	3.5652	246	0.6808	0.4456	0.6808	0.8251
No log	3.5942	248	0.6213	0.4721	0.6213	0.7882
No log	3.6232	250	0.5950	0.4064	0.5950	0.7714
No log	3.6522	252	0.6190	0.4474	0.6190	0.7868
No log	3.6812	254	0.5913	0.4473	0.5913	0.7690
No log	3.7101	256	0.5953	0.4783	0.5953	0.7715
No log	3.7391	258	0.5919	0.4783	0.5919	0.7693
No log	3.7681	260	0.5911	0.4473	0.5911	0.7688
No log	3.7971	262	0.5936	0.4760	0.5936	0.7704
No log	3.8261	264	0.6009	0.4686	0.6009	0.7752
No log	3.8551	266	0.6517	0.4741	0.6517	0.8073
No log	3.8841	268	0.6544	0.4826	0.6544	0.8090
No log	3.9130	270	0.6371	0.4645	0.6371	0.7982
No log	3.9420	272	0.6428	0.4225	0.6428	0.8018
No log	3.9710	274	0.6486	0.4018	0.6486	0.8054
No log	4.0	276	0.6450	0.3691	0.6450	0.8031
No log	4.0290	278	0.6516	0.3405	0.6516	0.8072
No log	4.0580	280	0.6310	0.3631	0.6310	0.7943
No log	4.0870	282	0.6242	0.4042	0.6242	0.7900
No log	4.1159	284	0.6184	0.4790	0.6184	0.7864
No log	4.1449	286	0.6100	0.4737	0.6100	0.7810
No log	4.1739	288	0.5999	0.4737	0.5999	0.7746
No log	4.2029	290	0.6003	0.4767	0.6003	0.7748
No log	4.2319	292	0.6064	0.4600	0.6064	0.7787
No log	4.2609	294	0.6140	0.5088	0.6140	0.7836
No log	4.2899	296	0.6313	0.4420	0.6313	0.7946
No log	4.3188	298	0.6842	0.4428	0.6842	0.8272
No log	4.3478	300	0.6569	0.3965	0.6569	0.8105
No log	4.3768	302	0.6262	0.4909	0.6262	0.7913
No log	4.4058	304	0.6431	0.5327	0.6431	0.8020
No log	4.4348	306	0.6711	0.5438	0.6711	0.8192
No log	4.4638	308	0.6953	0.5327	0.6953	0.8339
No log	4.4928	310	0.7171	0.5394	0.7171	0.8468
No log	4.5217	312	0.6977	0.5267	0.6977	0.8353
No log	4.5507	314	0.7458	0.4976	0.7458	0.8636
No log	4.5797	316	0.7675	0.4698	0.7675	0.8760
No log	4.6087	318	0.6975	0.5143	0.6975	0.8352
No log	4.6377	320	0.6243	0.5526	0.6243	0.7901
No log	4.6667	322	0.6406	0.53	0.6406	0.8004
No log	4.6957	324	0.6753	0.5046	0.6753	0.8218
No log	4.7246	326	0.6372	0.5026	0.6372	0.7982
No log	4.7536	328	0.6637	0.4960	0.6637	0.8147
No log	4.7826	330	0.6529	0.5075	0.6529	0.8080
No log	4.8116	332	0.6002	0.5384	0.6002	0.7747
No log	4.8406	334	0.5975	0.5321	0.5975	0.7730
No log	4.8696	336	0.6436	0.5054	0.6436	0.8022
No log	4.8986	338	0.6695	0.4706	0.6695	0.8182
No log	4.9275	340	0.6415	0.4702	0.6415	0.8009
No log	4.9565	342	0.6335	0.4102	0.6335	0.7959
No log	4.9855	344	0.6519	0.4175	0.6519	0.8074
No log	5.0145	346	0.6423	0.4177	0.6423	0.8014
No log	5.0435	348	0.6793	0.4438	0.6793	0.8242
No log	5.0725	350	0.7265	0.4242	0.7265	0.8524
No log	5.1014	352	0.6739	0.4137	0.6739	0.8209
No log	5.1304	354	0.6432	0.4146	0.6432	0.8020
No log	5.1594	356	0.6359	0.4514	0.6359	0.7974
No log	5.1884	358	0.6351	0.4546	0.6351	0.7969
No log	5.2174	360	0.6335	0.4447	0.6335	0.7959
No log	5.2464	362	0.6318	0.4642	0.6318	0.7949
No log	5.2754	364	0.6457	0.4151	0.6457	0.8036
No log	5.3043	366	0.6362	0.4529	0.6362	0.7976
No log	5.3333	368	0.6345	0.4621	0.6345	0.7966
No log	5.3623	370	0.6358	0.4539	0.6358	0.7974
No log	5.3913	372	0.6246	0.4442	0.6246	0.7903
No log	5.4203	374	0.6109	0.4539	0.6109	0.7816
No log	5.4493	376	0.6238	0.4337	0.6238	0.7898
No log	5.4783	378	0.5954	0.4556	0.5954	0.7716
No log	5.5072	380	0.6131	0.4698	0.6131	0.7830
No log	5.5362	382	0.6281	0.48	0.6281	0.7925
No log	5.5652	384	0.6075	0.4426	0.6075	0.7794
No log	5.5942	386	0.6192	0.4391	0.6192	0.7869
No log	5.6232	388	0.6466	0.4080	0.6466	0.8041
No log	5.6522	390	0.6418	0.4080	0.6418	0.8011
No log	5.6812	392	0.6191	0.4391	0.6191	0.7868
No log	5.7101	394	0.6164	0.4359	0.6164	0.7851
No log	5.7391	396	0.6217	0.4506	0.6217	0.7885
No log	5.7681	398	0.6621	0.4656	0.6621	0.8137
No log	5.7971	400	0.6880	0.4928	0.6880	0.8295
No log	5.8261	402	0.6443	0.4913	0.6443	0.8027
No log	5.8551	404	0.6514	0.4503	0.6514	0.8071
No log	5.8841	406	0.7056	0.4502	0.7056	0.8400
No log	5.9130	408	0.6544	0.4404	0.6544	0.8089
No log	5.9420	410	0.6025	0.5226	0.6025	0.7762
No log	5.9710	412	0.6304	0.4293	0.6304	0.7940
No log	6.0	414	0.6315	0.3944	0.6315	0.7947
No log	6.0290	416	0.6094	0.3810	0.6094	0.7806
No log	6.0580	418	0.5910	0.4073	0.5910	0.7688
No log	6.0870	420	0.5911	0.4602	0.5911	0.7689
No log	6.1159	422	0.6048	0.4598	0.6048	0.7777
No log	6.1449	424	0.6090	0.4349	0.6090	0.7804
No log	6.1739	426	0.6079	0.4880	0.6079	0.7797
No log	6.2029	428	0.6324	0.3828	0.6324	0.7952
No log	6.2319	430	0.6173	0.4625	0.6173	0.7857
No log	6.2609	432	0.6096	0.4690	0.6096	0.7808
No log	6.2899	434	0.6282	0.4840	0.6282	0.7926
No log	6.3188	436	0.6200	0.4857	0.6200	0.7874
No log	6.3478	438	0.5969	0.5440	0.5969	0.7726
No log	6.3768	440	0.5939	0.5235	0.5939	0.7707
No log	6.4058	442	0.5868	0.5259	0.5868	0.7660
No log	6.4348	444	0.6142	0.4887	0.6142	0.7837
No log	6.4638	446	0.6875	0.5090	0.6875	0.8292
No log	6.4928	448	0.6772	0.5103	0.6772	0.8229
No log	6.5217	450	0.6096	0.4581	0.6096	0.7808
No log	6.5507	452	0.6099	0.4943	0.6099	0.7809
No log	6.5797	454	0.6376	0.4672	0.6376	0.7985
No log	6.6087	456	0.6285	0.4211	0.6285	0.7928
No log	6.6377	458	0.6281	0.4180	0.6281	0.7925
No log	6.6667	460	0.6737	0.4592	0.6737	0.8208
No log	6.6957	462	0.6729	0.4530	0.6729	0.8203
No log	6.7246	464	0.6427	0.4474	0.6427	0.8017
No log	6.7536	466	0.6411	0.4522	0.6411	0.8007
No log	6.7826	468	0.6407	0.4642	0.6407	0.8004
No log	6.8116	470	0.6486	0.4442	0.6486	0.8054
No log	6.8406	472	0.6836	0.4247	0.6836	0.8268
No log	6.8696	474	0.7167	0.4086	0.7167	0.8466
No log	6.8986	476	0.6865	0.4605	0.6865	0.8286
No log	6.9275	478	0.6448	0.4781	0.6448	0.8030
No log	6.9565	480	0.7210	0.4253	0.7210	0.8491
No log	6.9855	482	0.7582	0.4341	0.7582	0.8707
No log	7.0145	484	0.7221	0.4313	0.7221	0.8498
No log	7.0435	486	0.6341	0.4882	0.6341	0.7963
No log	7.0725	488	0.6303	0.5107	0.6303	0.7939
No log	7.1014	490	0.6812	0.4901	0.6812	0.8253
No log	7.1304	492	0.6738	0.4901	0.6738	0.8209
No log	7.1594	494	0.6222	0.4787	0.6222	0.7888
No log	7.1884	496	0.5921	0.4302	0.5921	0.7695
No log	7.2174	498	0.6374	0.4128	0.6374	0.7984
0.4508	7.2464	500	0.6729	0.4539	0.6729	0.8203
0.4508	7.2754	502	0.6392	0.4445	0.6392	0.7995
0.4508	7.3043	504	0.5931	0.4858	0.5931	0.7701
0.4508	7.3333	506	0.6235	0.5127	0.6235	0.7896
0.4508	7.3623	508	0.6471	0.5376	0.6471	0.8044
0.4508	7.3913	510	0.6087	0.5569	0.6087	0.7802
0.4508	7.4203	512	0.6086	0.4945	0.6086	0.7801
0.4508	7.4493	514	0.6325	0.4790	0.6325	0.7953
0.4508	7.4783	516	0.6147	0.4822	0.6147	0.7840
0.4508	7.5072	518	0.5999	0.4848	0.5999	0.7745
0.4508	7.5362	520	0.6002	0.4676	0.6002	0.7747
0.4508	7.5652	522	0.5913	0.4386	0.5913	0.7690
0.4508	7.5942	524	0.6062	0.5033	0.6062	0.7786
0.4508	7.6232	526	0.6408	0.4908	0.6408	0.8005
0.4508	7.6522	528	0.6148	0.4840	0.6148	0.7841
0.4508	7.6812	530	0.5904	0.4514	0.5904	0.7684
0.4508	7.7101	532	0.5991	0.4149	0.5991	0.7740
0.4508	7.7391	534	0.6095	0.5185	0.6095	0.7807
0.4508	7.7681	536	0.6108	0.5185	0.6108	0.7816
0.4508	7.7971	538	0.6069	0.5040	0.6069	0.7791
0.4508	7.8261	540	0.6030	0.4262	0.6030	0.7765
0.4508	7.8551	542	0.6177	0.4049	0.6177	0.7860
0.4508	7.8841	544	0.6140	0.4007	0.6140	0.7836
0.4508	7.9130	546	0.6586	0.4584	0.6586	0.8115
0.4508	7.9420	548	0.7119	0.4699	0.7119	0.8438
0.4508	7.9710	550	0.6821	0.5046	0.6821	0.8259
0.4508	8.0	552	0.6194	0.4498	0.6194	0.7870
0.4508	8.0290	554	0.6313	0.4257	0.6313	0.7946
0.4508	8.0580	556	0.6396	0.4607	0.6396	0.7997
0.4508	8.0870	558	0.6137	0.5050	0.6137	0.7834
0.4508	8.1159	560	0.6378	0.5037	0.6378	0.7986
0.4508	8.1449	562	0.7104	0.5038	0.7104	0.8429
0.4508	8.1739	564	0.6821	0.5051	0.6821	0.8259
0.4508	8.2029	566	0.6136	0.4940	0.6136	0.7833
0.4508	8.2319	568	0.5743	0.4761	0.5743	0.7579
0.4508	8.2609	570	0.5650	0.4887	0.5650	0.7517
0.4508	8.2899	572	0.5602	0.5109	0.5602	0.7485
0.4508	8.3188	574	0.5718	0.4698	0.5718	0.7562
0.4508	8.3478	576	0.5888	0.4862	0.5888	0.7673
0.4508	8.3768	578	0.5759	0.4422	0.5759	0.7589
0.4508	8.4058	580	0.5673	0.4878	0.5673	0.7532
0.4508	8.4348	582	0.5738	0.4381	0.5738	0.7575
0.4508	8.4638	584	0.5916	0.4684	0.5916	0.7691
0.4508	8.4928	586	0.5794	0.4666	0.5794	0.7612
0.4508	8.5217	588	0.5801	0.4284	0.5801	0.7616
0.4508	8.5507	590	0.6492	0.4755	0.6492	0.8057
0.4508	8.5797	592	0.7257	0.5026	0.7257	0.8519
0.4508	8.6087	594	0.7043	0.5206	0.7043	0.8392
0.4508	8.6377	596	0.6325	0.4455	0.6325	0.7953
0.4508	8.6667	598	0.6177	0.4657	0.6177	0.7859
0.4508	8.6957	600	0.6554	0.4710	0.6554	0.8096
0.4508	8.7246	602	0.6487	0.4535	0.6487	0.8054
0.4508	8.7536	604	0.6140	0.4598	0.6140	0.7836
0.4508	8.7826	606	0.6044	0.4579	0.6044	0.7775
0.4508	8.8116	608	0.6049	0.4728	0.6049	0.7777
0.4508	8.8406	610	0.5918	0.4721	0.5918	0.7693
0.4508	8.8696	612	0.5777	0.4672	0.5777	0.7601
0.4508	8.8986	614	0.5743	0.4704	0.5743	0.7578
0.4508	8.9275	616	0.5717	0.4615	0.5717	0.7561
0.4508	8.9565	618	0.5700	0.4790	0.5700	0.7550
0.4508	8.9855	620	0.5844	0.4856	0.5844	0.7645
0.4508	9.0145	622	0.5911	0.5091	0.5911	0.7688
0.4508	9.0435	624	0.5989	0.5391	0.5989	0.7739
0.4508	9.0725	626	0.6055	0.5238	0.6055	0.7781
0.4508	9.1014	628	0.6037	0.5061	0.6037	0.7770
0.4508	9.1304	630	0.5968	0.4814	0.5968	0.7726
0.4508	9.1594	632	0.5937	0.4825	0.5937	0.7705
0.4508	9.1884	634	0.5925	0.5111	0.5925	0.7697
0.4508	9.2174	636	0.5969	0.5119	0.5969	0.7726
0.4508	9.2464	638	0.6378	0.4907	0.6378	0.7986
0.4508	9.2754	640	0.6413	0.4949	0.6413	0.8008
0.4508	9.3043	642	0.6073	0.5517	0.6073	0.7793
0.4508	9.3333	644	0.6065	0.5366	0.6065	0.7788
0.4508	9.3623	646	0.6436	0.4789	0.6436	0.8022
0.4508	9.3913	648	0.6326	0.5033	0.6326	0.7953
0.4508	9.4203	650	0.6020	0.5331	0.6020	0.7759
0.4508	9.4493	652	0.5877	0.5103	0.5877	0.7666
0.4508	9.4783	654	0.5863	0.5005	0.5863	0.7657
0.4508	9.5072	656	0.5990	0.4377	0.5990	0.7740
0.4508	9.5362	658	0.6309	0.4722	0.6309	0.7943
0.4508	9.5652	660	0.6171	0.4504	0.6171	0.7856
0.4508	9.5942	662	0.6177	0.4565	0.6177	0.7860
0.4508	9.6232	664	0.6115	0.4630	0.6115	0.7820
0.4508	9.6522	666	0.6143	0.4711	0.6143	0.7838
0.4508	9.6812	668	0.6398	0.5220	0.6398	0.7998
0.4508	9.7101	670	0.6493	0.5119	0.6493	0.8058
0.4508	9.7391	672	0.6203	0.5108	0.6203	0.7876
0.4508	9.7681	674	0.6092	0.4436	0.6092	0.7805
0.4508	9.7971	676	0.6280	0.4355	0.6280	0.7924
0.4508	9.8261	678	0.6342	0.4355	0.6342	0.7964
0.4508	9.8551	680	0.6120	0.4075	0.6120	0.7823
0.4508	9.8841	682	0.6240	0.4051	0.6240	0.7900

Framework versions

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