ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task7_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: 0.7176
• Qwk: 0.4124
• Mse: 0.7176
• Rmse: 0.8471

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	0.2857	2	2.6316	-0.0545	2.6316	1.6222
No log	0.5714	4	1.2724	0.0495	1.2724	1.1280
No log	0.8571	6	0.7922	0.0937	0.7922	0.8900
No log	1.1429	8	0.9938	0.1183	0.9938	0.9969
No log	1.4286	10	1.0349	0.1530	1.0349	1.0173
No log	1.7143	12	1.1694	0.1557	1.1694	1.0814
No log	2.0	14	1.1603	0.1688	1.1603	1.0772
No log	2.2857	16	1.1740	0.1002	1.1740	1.0835
No log	2.5714	18	0.9501	0.1978	0.9501	0.9747
No log	2.8571	20	0.8572	0.2502	0.8572	0.9259
No log	3.1429	22	0.7836	0.2913	0.7836	0.8852
No log	3.4286	24	0.7765	0.2285	0.7765	0.8812
No log	3.7143	26	0.8284	0.2754	0.8284	0.9102
No log	4.0	28	0.8646	0.2352	0.8646	0.9298
No log	4.2857	30	0.8585	0.1766	0.8585	0.9266
No log	4.5714	32	0.8462	0.2063	0.8462	0.9199
No log	4.8571	34	0.8623	0.1962	0.8623	0.9286
No log	5.1429	36	0.8690	0.2574	0.8690	0.9322
No log	5.4286	38	0.8949	0.2982	0.8949	0.9460
No log	5.7143	40	0.9434	0.3169	0.9434	0.9713
No log	6.0	42	0.9004	0.2463	0.9004	0.9489
No log	6.2857	44	0.7940	0.3127	0.7940	0.8911
No log	6.5714	46	0.7485	0.3625	0.7485	0.8651
No log	6.8571	48	0.8052	0.3615	0.8052	0.8973
No log	7.1429	50	0.8962	0.2677	0.8962	0.9467
No log	7.4286	52	0.9484	0.2577	0.9484	0.9739
No log	7.7143	54	0.8563	0.3043	0.8563	0.9254
No log	8.0	56	0.7890	0.3326	0.7890	0.8883
No log	8.2857	58	0.8260	0.2987	0.8260	0.9089
No log	8.5714	60	0.9801	0.2799	0.9801	0.9900
No log	8.8571	62	1.0793	0.1821	1.0793	1.0389
No log	9.1429	64	1.0152	0.2166	1.0152	1.0076
No log	9.4286	66	0.8376	0.4218	0.8376	0.9152
No log	9.7143	68	0.7854	0.2661	0.7854	0.8862
No log	10.0	70	0.8360	0.3987	0.8360	0.9143
No log	10.2857	72	1.0613	0.3655	1.0613	1.0302
No log	10.5714	74	1.0915	0.3475	1.0915	1.0448
No log	10.8571	76	1.0934	0.3618	1.0934	1.0456
No log	11.1429	78	1.0121	0.3316	1.0121	1.0060
No log	11.4286	80	1.0156	0.3793	1.0156	1.0078
No log	11.7143	82	1.0251	0.3657	1.0251	1.0125
No log	12.0	84	1.0754	0.2930	1.0754	1.0370
No log	12.2857	86	0.9187	0.2754	0.9187	0.9585
No log	12.5714	88	0.7556	0.3157	0.7556	0.8693
No log	12.8571	90	0.6788	0.4147	0.6788	0.8239
No log	13.1429	92	0.6473	0.4171	0.6473	0.8045
No log	13.4286	94	0.7430	0.4023	0.7430	0.8620
No log	13.7143	96	0.7549	0.4265	0.7549	0.8689
No log	14.0	98	0.6595	0.4830	0.6595	0.8121
No log	14.2857	100	0.6934	0.5538	0.6934	0.8327
No log	14.5714	102	0.7393	0.5200	0.7393	0.8599
No log	14.8571	104	0.7154	0.4751	0.7154	0.8458
No log	15.1429	106	0.6981	0.4085	0.6981	0.8355
No log	15.4286	108	0.8293	0.4268	0.8293	0.9107
No log	15.7143	110	0.9118	0.3887	0.9118	0.9549
No log	16.0	112	0.7408	0.3710	0.7408	0.8607
No log	16.2857	114	0.6199	0.5395	0.6199	0.7873
No log	16.5714	116	0.5721	0.4418	0.5721	0.7564
No log	16.8571	118	0.5722	0.4970	0.5722	0.7565
No log	17.1429	120	0.6070	0.5499	0.6070	0.7791
No log	17.4286	122	0.6318	0.5605	0.6318	0.7948
No log	17.7143	124	0.5441	0.5288	0.5441	0.7376
No log	18.0	126	0.5389	0.4820	0.5389	0.7341
No log	18.2857	128	0.6009	0.5357	0.6009	0.7752
No log	18.5714	130	0.8787	0.3522	0.8787	0.9374
No log	18.8571	132	0.9050	0.3522	0.9050	0.9513
No log	19.1429	134	0.8418	0.3806	0.8418	0.9175
No log	19.4286	136	0.6982	0.5195	0.6982	0.8356
No log	19.7143	138	0.6764	0.5553	0.6764	0.8225
No log	20.0	140	0.5862	0.5291	0.5862	0.7656
No log	20.2857	142	0.6055	0.5291	0.6055	0.7782
No log	20.5714	144	0.6689	0.5291	0.6689	0.8179
No log	20.8571	146	0.6780	0.5076	0.6780	0.8234
No log	21.1429	148	0.6542	0.5015	0.6542	0.8088
No log	21.4286	150	0.6312	0.4428	0.6312	0.7945
No log	21.7143	152	0.6415	0.4504	0.6415	0.8009
No log	22.0	154	0.7256	0.4243	0.7256	0.8518
No log	22.2857	156	0.7951	0.3151	0.7951	0.8917
No log	22.5714	158	0.8280	0.3151	0.8280	0.9100
No log	22.8571	160	0.7686	0.3151	0.7686	0.8767
No log	23.1429	162	0.7885	0.3183	0.7885	0.8880
No log	23.4286	164	0.8723	0.3403	0.8723	0.9340
No log	23.7143	166	1.0240	0.3608	1.0240	1.0119
No log	24.0	168	1.0460	0.3956	1.0460	1.0227
No log	24.2857	170	0.9496	0.3735	0.9496	0.9745
No log	24.5714	172	0.8335	0.3486	0.8335	0.9129
No log	24.8571	174	0.7636	0.3886	0.7636	0.8739
No log	25.1429	176	0.7826	0.3929	0.7826	0.8846
No log	25.4286	178	0.9334	0.3294	0.9334	0.9661
No log	25.7143	180	1.1660	0.3144	1.1660	1.0798
No log	26.0	182	1.1449	0.3295	1.1449	1.0700
No log	26.2857	184	0.9868	0.3386	0.9868	0.9934
No log	26.5714	186	0.8527	0.3806	0.8527	0.9234
No log	26.8571	188	0.8332	0.3806	0.8332	0.9128
No log	27.1429	190	0.8358	0.3906	0.8358	0.9142
No log	27.4286	192	0.8748	0.3906	0.8748	0.9353
No log	27.7143	194	0.8758	0.3698	0.8758	0.9358
No log	28.0	196	0.8320	0.4177	0.8320	0.9121
No log	28.2857	198	0.7131	0.3885	0.7131	0.8445
No log	28.5714	200	0.6522	0.4543	0.6522	0.8076
No log	28.8571	202	0.6624	0.4681	0.6624	0.8139
No log	29.1429	204	0.6815	0.4232	0.6815	0.8255
No log	29.4286	206	0.8054	0.3806	0.8054	0.8974
No log	29.7143	208	0.9160	0.4226	0.9160	0.9571
No log	30.0	210	0.9287	0.3887	0.9287	0.9637
No log	30.2857	212	0.8992	0.3887	0.8992	0.9482
No log	30.5714	214	0.7558	0.4012	0.7558	0.8693
No log	30.8571	216	0.6842	0.4335	0.6842	0.8271
No log	31.1429	218	0.6719	0.3906	0.6719	0.8197
No log	31.4286	220	0.6853	0.3963	0.6853	0.8278
No log	31.7143	222	0.7215	0.4453	0.7215	0.8494
No log	32.0	224	0.8773	0.4183	0.8773	0.9366
No log	32.2857	226	0.9920	0.4226	0.9920	0.9960
No log	32.5714	228	0.9408	0.3669	0.9408	0.9699
No log	32.8571	230	0.7865	0.3868	0.7865	0.8869
No log	33.1429	232	0.7016	0.3866	0.7016	0.8376
No log	33.4286	234	0.6668	0.4467	0.6668	0.8166
No log	33.7143	236	0.6820	0.3971	0.6820	0.8258
No log	34.0	238	0.8136	0.4303	0.8136	0.9020
No log	34.2857	240	0.9655	0.4452	0.9655	0.9826
No log	34.5714	242	1.0359	0.4321	1.0359	1.0178
No log	34.8571	244	0.9798	0.3885	0.9798	0.9899
No log	35.1429	246	0.8635	0.4222	0.8635	0.9293
No log	35.4286	248	0.8286	0.3909	0.8286	0.9103
No log	35.7143	250	0.7590	0.4610	0.7590	0.8712
No log	36.0	252	0.6884	0.4165	0.6884	0.8297
No log	36.2857	254	0.7395	0.4193	0.7395	0.8600
No log	36.5714	256	0.7529	0.4436	0.7529	0.8677
No log	36.8571	258	0.7882	0.4436	0.7882	0.8878
No log	37.1429	260	0.7976	0.3781	0.7976	0.8931
No log	37.4286	262	0.7433	0.3844	0.7433	0.8622
No log	37.7143	264	0.6720	0.3931	0.6720	0.8198
No log	38.0	266	0.6590	0.3691	0.6590	0.8118
No log	38.2857	268	0.6731	0.3425	0.6731	0.8204
No log	38.5714	270	0.7436	0.3526	0.7436	0.8623
No log	38.8571	272	0.9679	0.3847	0.9679	0.9838
No log	39.1429	274	1.1911	0.3103	1.1911	1.0914
No log	39.4286	276	1.2317	0.2857	1.2317	1.1098
No log	39.7143	278	1.1332	0.3505	1.1332	1.0645
No log	40.0	280	0.9707	0.3405	0.9707	0.9852
No log	40.2857	282	0.8442	0.3965	0.8442	0.9188
No log	40.5714	284	0.7634	0.3728	0.7634	0.8737
No log	40.8571	286	0.7608	0.3948	0.7608	0.8723
No log	41.1429	288	0.8428	0.4199	0.8428	0.9180
No log	41.4286	290	0.8885	0.4159	0.8885	0.9426
No log	41.7143	292	0.8781	0.3806	0.8781	0.9371
No log	42.0	294	0.8088	0.4199	0.8088	0.8993
No log	42.2857	296	0.7309	0.3440	0.7309	0.8549
No log	42.5714	298	0.7088	0.4354	0.7088	0.8419
No log	42.8571	300	0.6886	0.4374	0.6886	0.8298
No log	43.1429	302	0.6667	0.4758	0.6667	0.8165
No log	43.4286	304	0.6706	0.4354	0.6706	0.8189
No log	43.7143	306	0.6857	0.3976	0.6857	0.8281
No log	44.0	308	0.7432	0.3824	0.7432	0.8621
No log	44.2857	310	0.8279	0.3618	0.8279	0.9099
No log	44.5714	312	0.8343	0.3618	0.8343	0.9134
No log	44.8571	314	0.7979	0.3433	0.7979	0.8933
No log	45.1429	316	0.7396	0.3562	0.7396	0.8600
No log	45.4286	318	0.7043	0.3891	0.7043	0.8392
No log	45.7143	320	0.7073	0.4144	0.7073	0.8410
No log	46.0	322	0.6729	0.4007	0.6729	0.8203
No log	46.2857	324	0.6702	0.4234	0.6702	0.8187
No log	46.5714	326	0.7045	0.4093	0.7045	0.8394
No log	46.8571	328	0.7736	0.4104	0.7736	0.8796
No log	47.1429	330	0.8461	0.4199	0.8461	0.9199
No log	47.4286	332	0.8895	0.3542	0.8895	0.9431
No log	47.7143	334	0.9251	0.3174	0.9251	0.9618
No log	48.0	336	0.9180	0.3174	0.9180	0.9581
No log	48.2857	338	0.8430	0.3760	0.8430	0.9181
No log	48.5714	340	0.8000	0.4104	0.8000	0.8944
No log	48.8571	342	0.7871	0.3740	0.7871	0.8872
No log	49.1429	344	0.8363	0.4199	0.8363	0.9145
No log	49.4286	346	0.8335	0.3886	0.8335	0.9130
No log	49.7143	348	0.8103	0.4199	0.8103	0.9002
No log	50.0	350	0.7993	0.4199	0.7993	0.8941
No log	50.2857	352	0.8156	0.4104	0.8156	0.9031
No log	50.5714	354	0.8305	0.4104	0.8305	0.9113
No log	50.8571	356	0.8072	0.3710	0.8072	0.8985
No log	51.1429	358	0.8017	0.3710	0.8017	0.8954
No log	51.4286	360	0.7668	0.3710	0.7668	0.8757
No log	51.7143	362	0.7735	0.4199	0.7735	0.8795
No log	52.0	364	0.8135	0.4199	0.8135	0.9019
No log	52.2857	366	0.8316	0.4199	0.8316	0.9119
No log	52.5714	368	0.7876	0.4199	0.7876	0.8875
No log	52.8571	370	0.7143	0.4495	0.7143	0.8452
No log	53.1429	372	0.6943	0.5030	0.6943	0.8332
No log	53.4286	374	0.6875	0.5013	0.6875	0.8292
No log	53.7143	376	0.6910	0.4759	0.6910	0.8313
No log	54.0	378	0.6817	0.4759	0.6817	0.8256
No log	54.2857	380	0.7097	0.4404	0.7097	0.8424
No log	54.5714	382	0.7992	0.4199	0.7992	0.8940
No log	54.8571	384	0.8549	0.4286	0.8549	0.9246
No log	55.1429	386	0.8469	0.4286	0.8469	0.9202
No log	55.4286	388	0.8011	0.4286	0.8011	0.8951
No log	55.7143	390	0.7405	0.4418	0.7405	0.8605
No log	56.0	392	0.6905	0.4702	0.6905	0.8310
No log	56.2857	394	0.6636	0.5133	0.6636	0.8146
No log	56.5714	396	0.6562	0.5382	0.6562	0.8101
No log	56.8571	398	0.6972	0.4853	0.6972	0.8350
No log	57.1429	400	0.8006	0.4240	0.8006	0.8948
No log	57.4286	402	0.8844	0.3596	0.8844	0.9404
No log	57.7143	404	0.8997	0.3489	0.8997	0.9485
No log	58.0	406	0.8586	0.3579	0.8586	0.9266
No log	58.2857	408	0.8020	0.4104	0.8020	0.8955
No log	58.5714	410	0.7520	0.4057	0.7520	0.8672
No log	58.8571	412	0.7061	0.4371	0.7061	0.8403
No log	59.1429	414	0.6583	0.4624	0.6583	0.8114
No log	59.4286	416	0.6313	0.4486	0.6313	0.7945
No log	59.7143	418	0.6366	0.4954	0.6366	0.7979
No log	60.0	420	0.6651	0.4997	0.6651	0.8155
No log	60.2857	422	0.6938	0.4453	0.6938	0.8330
No log	60.5714	424	0.7571	0.4217	0.7571	0.8701
No log	60.8571	426	0.8231	0.4735	0.8231	0.9072
No log	61.1429	428	0.8610	0.3678	0.8610	0.9279
No log	61.4286	430	0.8575	0.3217	0.8575	0.9260
No log	61.7143	432	0.8145	0.3076	0.8145	0.9025
No log	62.0	434	0.7542	0.3194	0.7542	0.8685
No log	62.2857	436	0.7007	0.4144	0.7007	0.8371
No log	62.5714	438	0.6574	0.4522	0.6574	0.8108
No log	62.8571	440	0.6473	0.4542	0.6473	0.8046
No log	63.1429	442	0.6639	0.4239	0.6639	0.8148
No log	63.4286	444	0.6801	0.4625	0.6801	0.8247
No log	63.7143	446	0.6849	0.4772	0.6849	0.8276
No log	64.0	448	0.6734	0.4982	0.6734	0.8206
No log	64.2857	450	0.6783	0.4982	0.6783	0.8236
No log	64.5714	452	0.6823	0.4982	0.6823	0.8260
No log	64.8571	454	0.6679	0.4920	0.6679	0.8172
No log	65.1429	456	0.6609	0.4854	0.6609	0.8130
No log	65.4286	458	0.6777	0.4854	0.6777	0.8233
No log	65.7143	460	0.7282	0.4606	0.7282	0.8533
No log	66.0	462	0.8107	0.4199	0.8107	0.9004
No log	66.2857	464	0.9405	0.3377	0.9405	0.9698
No log	66.5714	466	1.0772	0.3376	1.0772	1.0379
No log	66.8571	468	1.1431	0.3059	1.1431	1.0691
No log	67.1429	470	1.1626	0.3554	1.1626	1.0783
No log	67.4286	472	1.0886	0.3571	1.0886	1.0434
No log	67.7143	474	0.9746	0.3680	0.9746	0.9872
No log	68.0	476	0.8662	0.3867	0.8662	0.9307
No log	68.2857	478	0.7664	0.4457	0.7664	0.8755
No log	68.5714	480	0.7236	0.4114	0.7236	0.8507
No log	68.8571	482	0.7086	0.4114	0.7086	0.8418
No log	69.1429	484	0.7185	0.4389	0.7185	0.8477
No log	69.4286	486	0.7483	0.3710	0.7483	0.8651
No log	69.7143	488	0.7960	0.3710	0.7960	0.8922
No log	70.0	490	0.8250	0.3934	0.8250	0.9083
No log	70.2857	492	0.8297	0.3934	0.8297	0.9109
No log	70.5714	494	0.8404	0.3934	0.8404	0.9167
No log	70.8571	496	0.8323	0.3710	0.8323	0.9123
No log	71.1429	498	0.7984	0.3710	0.7984	0.8935
0.2314	71.4286	500	0.7916	0.3710	0.7916	0.8897
0.2314	71.7143	502	0.7947	0.4057	0.7947	0.8915
0.2314	72.0	504	0.8043	0.4152	0.8043	0.8968
0.2314	72.2857	506	0.8124	0.4152	0.8124	0.9013
0.2314	72.5714	508	0.7982	0.4217	0.7982	0.8934
0.2314	72.8571	510	0.7739	0.4124	0.7739	0.8797
0.2314	73.1429	512	0.7390	0.5275	0.7390	0.8597
0.2314	73.4286	514	0.7233	0.5275	0.7233	0.8505
0.2314	73.7143	516	0.7162	0.5275	0.7162	0.8463
0.2314	74.0	518	0.7400	0.4702	0.7400	0.8602
0.2314	74.2857	520	0.7718	0.4217	0.7718	0.8785
0.2314	74.5714	522	0.8037	0.4240	0.8037	0.8965
0.2314	74.8571	524	0.8001	0.4240	0.8001	0.8945
0.2314	75.1429	526	0.7804	0.4369	0.7804	0.8834
0.2314	75.4286	528	0.7600	0.4353	0.7600	0.8718
0.2314	75.7143	530	0.7453	0.4353	0.7453	0.8633
0.2314	76.0	532	0.7602	0.4284	0.7602	0.8719
0.2314	76.2857	534	0.7882	0.4334	0.7882	0.8878
0.2314	76.5714	536	0.8227	0.4400	0.8227	0.9070
0.2314	76.8571	538	0.8520	0.4070	0.8520	0.9230
0.2314	77.1429	540	0.8743	0.4070	0.8743	0.9351
0.2314	77.4286	542	0.8863	0.4070	0.8863	0.9414
0.2314	77.7143	544	0.8877	0.4070	0.8877	0.9422
0.2314	78.0	546	0.8767	0.4070	0.8767	0.9363
0.2314	78.2857	548	0.8598	0.4400	0.8598	0.9273
0.2314	78.5714	550	0.8312	0.4400	0.8312	0.9117
0.2314	78.8571	552	0.8116	0.4400	0.8116	0.9009
0.2314	79.1429	554	0.7873	0.4199	0.7873	0.8873
0.2314	79.4286	556	0.7770	0.4539	0.7770	0.8815
0.2314	79.7143	558	0.7825	0.4539	0.7825	0.8846
0.2314	80.0	560	0.7969	0.4199	0.7969	0.8927
0.2314	80.2857	562	0.8158	0.4479	0.8158	0.9032
0.2314	80.5714	564	0.8242	0.4479	0.8242	0.9079
0.2314	80.8571	566	0.8186	0.4286	0.8186	0.9048
0.2314	81.1429	568	0.7965	0.4286	0.7965	0.8925
0.2314	81.4286	570	0.7757	0.4240	0.7757	0.8808
0.2314	81.7143	572	0.7621	0.4631	0.7621	0.8730
0.2314	82.0	574	0.7627	0.4631	0.7627	0.8733
0.2314	82.2857	576	0.7499	0.4631	0.7499	0.8660
0.2314	82.5714	578	0.7178	0.4836	0.7178	0.8472
0.2314	82.8571	580	0.6880	0.5275	0.6880	0.8294
0.2314	83.1429	582	0.6789	0.5275	0.6789	0.8240
0.2314	83.4286	584	0.6794	0.5059	0.6794	0.8243
0.2314	83.7143	586	0.6801	0.5059	0.6801	0.8247
0.2314	84.0	588	0.6961	0.4836	0.6961	0.8343
0.2314	84.2857	590	0.7032	0.4836	0.7032	0.8386
0.2314	84.5714	592	0.7219	0.4836	0.7219	0.8497
0.2314	84.8571	594	0.7370	0.4836	0.7370	0.8585
0.2314	85.1429	596	0.7397	0.4836	0.7397	0.8601
0.2314	85.4286	598	0.7442	0.4476	0.7442	0.8627
0.2314	85.7143	600	0.7550	0.4556	0.7550	0.8689
0.2314	86.0	602	0.7722	0.4152	0.7722	0.8787
0.2314	86.2857	604	0.7729	0.4152	0.7729	0.8791
0.2314	86.5714	606	0.7579	0.4217	0.7579	0.8706
0.2314	86.8571	608	0.7520	0.4556	0.7520	0.8672
0.2314	87.1429	610	0.7570	0.4152	0.7570	0.8701
0.2314	87.4286	612	0.7658	0.4152	0.7658	0.8751
0.2314	87.7143	614	0.7689	0.4152	0.7689	0.8769
0.2314	88.0	616	0.7616	0.4152	0.7616	0.8727
0.2314	88.2857	618	0.7557	0.4124	0.7557	0.8693
0.2314	88.5714	620	0.7445	0.4476	0.7445	0.8629
0.2314	88.8571	622	0.7425	0.4124	0.7425	0.8617
0.2314	89.1429	624	0.7433	0.4124	0.7433	0.8621
0.2314	89.4286	626	0.7449	0.4124	0.7449	0.8630
0.2314	89.7143	628	0.7477	0.4217	0.7477	0.8647
0.2314	90.0	630	0.7484	0.4217	0.7484	0.8651
0.2314	90.2857	632	0.7484	0.4217	0.7484	0.8651
0.2314	90.5714	634	0.7467	0.4217	0.7467	0.8641
0.2314	90.8571	636	0.7481	0.4152	0.7481	0.8649
0.2314	91.1429	638	0.7447	0.4217	0.7447	0.8629
0.2314	91.4286	640	0.7330	0.4217	0.7330	0.8561
0.2314	91.7143	642	0.7172	0.4476	0.7172	0.8469
0.2314	92.0	644	0.7083	0.4836	0.7083	0.8416
0.2314	92.2857	646	0.7058	0.4836	0.7058	0.8401
0.2314	92.5714	648	0.7086	0.4836	0.7086	0.8418
0.2314	92.8571	650	0.7153	0.4476	0.7153	0.8457
0.2314	93.1429	652	0.7245	0.4217	0.7245	0.8512
0.2314	93.4286	654	0.7313	0.4217	0.7313	0.8552
0.2314	93.7143	656	0.7407	0.4152	0.7407	0.8607
0.2314	94.0	658	0.7443	0.4152	0.7443	0.8627
0.2314	94.2857	660	0.7431	0.4152	0.7431	0.8620
0.2314	94.5714	662	0.7376	0.4152	0.7376	0.8588
0.2314	94.8571	664	0.7352	0.4152	0.7352	0.8575
0.2314	95.1429	666	0.7307	0.4217	0.7307	0.8548
0.2314	95.4286	668	0.7265	0.4217	0.7265	0.8523
0.2314	95.7143	670	0.7279	0.4217	0.7279	0.8532
0.2314	96.0	672	0.7298	0.4217	0.7298	0.8543
0.2314	96.2857	674	0.7314	0.4217	0.7314	0.8552
0.2314	96.5714	676	0.7329	0.4217	0.7329	0.8561
0.2314	96.8571	678	0.7332	0.4217	0.7332	0.8563
0.2314	97.1429	680	0.7327	0.4217	0.7327	0.8560
0.2314	97.4286	682	0.7299	0.4217	0.7299	0.8543
0.2314	97.7143	684	0.7286	0.4124	0.7286	0.8536
0.2314	98.0	686	0.7272	0.4124	0.7272	0.8528
0.2314	98.2857	688	0.7259	0.4124	0.7259	0.8520
0.2314	98.5714	690	0.7233	0.4124	0.7233	0.8505
0.2314	98.8571	692	0.7209	0.4124	0.7209	0.8491
0.2314	99.1429	694	0.7192	0.4124	0.7192	0.8481
0.2314	99.4286	696	0.7184	0.4124	0.7184	0.8476
0.2314	99.7143	698	0.7178	0.4124	0.7178	0.8472
0.2314	100.0	700	0.7176	0.4124	0.7176	0.8471

Framework versions

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