ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k7_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: 0.7478
• Qwk: 0.4260
• Mse: 0.7478
• Rmse: 0.8647

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: 16
• eval_batch_size: 16
• 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	0.1111	2	6.4084	-0.0278	6.4084	2.5315
No log	0.2222	4	4.2269	-0.0269	4.2269	2.0559
No log	0.3333	6	2.8657	-0.0092	2.8657	1.6929
No log	0.4444	8	2.0012	-0.0004	2.0012	1.4146
No log	0.5556	10	1.4290	-0.0025	1.4290	1.1954
No log	0.6667	12	1.1450	0.0213	1.1450	1.0700
No log	0.7778	14	1.0447	0.0183	1.0447	1.0221
No log	0.8889	16	1.1664	-0.0222	1.1664	1.0800
No log	1.0	18	1.0818	-0.0807	1.0818	1.0401
No log	1.1111	20	0.9761	-0.0531	0.9761	0.9880
No log	1.2222	22	0.9624	0.0023	0.9624	0.9810
No log	1.3333	24	0.9564	0.0307	0.9564	0.9779
No log	1.4444	26	0.8701	0.0783	0.8701	0.9328
No log	1.5556	28	0.7710	0.2203	0.7710	0.8781
No log	1.6667	30	0.7189	0.2641	0.7189	0.8479
No log	1.7778	32	0.7044	0.2901	0.7044	0.8393
No log	1.8889	34	0.7226	0.2410	0.7226	0.8501
No log	2.0	36	0.7712	0.2635	0.7712	0.8782
No log	2.1111	38	0.8686	0.2272	0.8686	0.9320
No log	2.2222	40	0.9054	0.1918	0.9054	0.9515
No log	2.3333	42	0.9198	0.2263	0.9198	0.9591
No log	2.4444	44	0.8205	0.3097	0.8205	0.9058
No log	2.5556	46	0.7169	0.3305	0.7169	0.8467
No log	2.6667	48	0.6693	0.38	0.6693	0.8181
No log	2.7778	50	0.6352	0.3327	0.6352	0.7970
No log	2.8889	52	0.6218	0.3500	0.6218	0.7885
No log	3.0	54	0.6146	0.4194	0.6146	0.7840
No log	3.1111	56	0.6358	0.4448	0.6358	0.7974
No log	3.2222	58	0.6864	0.4027	0.6864	0.8285
No log	3.3333	60	0.7932	0.4129	0.7932	0.8906
No log	3.4444	62	0.9420	0.2939	0.9420	0.9706
No log	3.5556	64	0.8983	0.3543	0.8983	0.9478
No log	3.6667	66	0.7389	0.4401	0.7389	0.8596
No log	3.7778	68	0.6211	0.4532	0.6211	0.7881
No log	3.8889	70	0.5653	0.4817	0.5653	0.7519
No log	4.0	72	0.5582	0.4929	0.5582	0.7471
No log	4.1111	74	0.5788	0.4566	0.5788	0.7608
No log	4.2222	76	0.6123	0.4612	0.6123	0.7825
No log	4.3333	78	0.6449	0.5033	0.6449	0.8030
No log	4.4444	80	0.6711	0.4776	0.6711	0.8192
No log	4.5556	82	0.6001	0.4402	0.6001	0.7747
No log	4.6667	84	0.5417	0.5074	0.5417	0.7360
No log	4.7778	86	0.5321	0.5345	0.5321	0.7295
No log	4.8889	88	0.5359	0.5205	0.5359	0.7320
No log	5.0	90	0.5281	0.5508	0.5281	0.7267
No log	5.1111	92	0.5241	0.4660	0.5241	0.7239
No log	5.2222	94	0.5725	0.4896	0.5725	0.7566
No log	5.3333	96	0.6230	0.4449	0.6230	0.7893
No log	5.4444	98	0.6098	0.4651	0.6098	0.7809
No log	5.5556	100	0.5614	0.4237	0.5614	0.7493
No log	5.6667	102	0.5491	0.5163	0.5491	0.7410
No log	5.7778	104	0.5751	0.4668	0.5751	0.7584
No log	5.8889	106	0.5811	0.4740	0.5811	0.7623
No log	6.0	108	0.5588	0.5393	0.5588	0.7475
No log	6.1111	110	0.6089	0.4465	0.6089	0.7803
No log	6.2222	112	0.8461	0.4484	0.8461	0.9198
No log	6.3333	114	1.0341	0.3989	1.0341	1.0169
No log	6.4444	116	0.9534	0.3899	0.9534	0.9764
No log	6.5556	118	0.7374	0.4527	0.7374	0.8587
No log	6.6667	120	0.5637	0.4722	0.5637	0.7508
No log	6.7778	122	0.5388	0.5376	0.5388	0.7340
No log	6.8889	124	0.5472	0.5197	0.5472	0.7397
No log	7.0	126	0.5359	0.5080	0.5359	0.7320
No log	7.1111	128	0.5476	0.5304	0.5476	0.7400
No log	7.2222	130	0.6069	0.4921	0.6069	0.7790
No log	7.3333	132	0.6291	0.4796	0.6291	0.7931
No log	7.4444	134	0.6248	0.4707	0.6248	0.7904
No log	7.5556	136	0.5878	0.5388	0.5878	0.7667
No log	7.6667	138	0.5901	0.5415	0.5901	0.7682
No log	7.7778	140	0.6102	0.5176	0.6102	0.7812
No log	7.8889	142	0.6581	0.5044	0.6581	0.8112
No log	8.0	144	0.6803	0.4886	0.6803	0.8248
No log	8.1111	146	0.6905	0.4986	0.6905	0.8310
No log	8.2222	148	0.6948	0.5008	0.6948	0.8336
No log	8.3333	150	0.7223	0.4970	0.7223	0.8499
No log	8.4444	152	0.7279	0.4961	0.7279	0.8532
No log	8.5556	154	0.7124	0.5184	0.7124	0.8440
No log	8.6667	156	0.6979	0.5338	0.6979	0.8354
No log	8.7778	158	0.6883	0.5186	0.6883	0.8296
No log	8.8889	160	0.6818	0.5038	0.6818	0.8257
No log	9.0	162	0.6761	0.5517	0.6761	0.8223
No log	9.1111	164	0.6667	0.5306	0.6667	0.8165
No log	9.2222	166	0.6799	0.5318	0.6799	0.8246
No log	9.3333	168	0.6958	0.5410	0.6958	0.8342
No log	9.4444	170	0.6932	0.5331	0.6932	0.8326
No log	9.5556	172	0.6964	0.5414	0.6964	0.8345
No log	9.6667	174	0.7117	0.4922	0.7117	0.8436
No log	9.7778	176	0.7406	0.5611	0.7406	0.8606
No log	9.8889	178	0.7973	0.5139	0.7973	0.8929
No log	10.0	180	0.8249	0.4873	0.8249	0.9083
No log	10.1111	182	0.8109	0.5139	0.8109	0.9005
No log	10.2222	184	0.7640	0.5201	0.7640	0.8741
No log	10.3333	186	0.7555	0.5077	0.7555	0.8692
No log	10.4444	188	0.7609	0.5061	0.7609	0.8723
No log	10.5556	190	0.7572	0.5274	0.7572	0.8702
No log	10.6667	192	0.7696	0.5489	0.7696	0.8772
No log	10.7778	194	0.7582	0.5271	0.7582	0.8707
No log	10.8889	196	0.7852	0.5032	0.7852	0.8861
No log	11.0	198	0.7892	0.4858	0.7892	0.8883
No log	11.1111	200	0.7466	0.5449	0.7466	0.8641
No log	11.2222	202	0.7541	0.5246	0.7541	0.8684
No log	11.3333	204	0.7546	0.5377	0.7546	0.8687
No log	11.4444	206	0.7542	0.5508	0.7542	0.8685
No log	11.5556	208	0.8064	0.5046	0.8064	0.8980
No log	11.6667	210	0.8912	0.4814	0.8912	0.9440
No log	11.7778	212	0.8391	0.4842	0.8391	0.9160
No log	11.8889	214	0.7383	0.5159	0.7383	0.8592
No log	12.0	216	0.7143	0.5297	0.7143	0.8452
No log	12.1111	218	0.7158	0.5310	0.7158	0.8460
No log	12.2222	220	0.7158	0.5520	0.7158	0.8461
No log	12.3333	222	0.7684	0.5233	0.7684	0.8766
No log	12.4444	224	0.8572	0.4891	0.8572	0.9259
No log	12.5556	226	0.8370	0.4926	0.8370	0.9149
No log	12.6667	228	0.7729	0.5223	0.7729	0.8791
No log	12.7778	230	0.7636	0.5141	0.7636	0.8738
No log	12.8889	232	0.8080	0.5052	0.8080	0.8989
No log	13.0	234	0.8252	0.5110	0.8252	0.9084
No log	13.1111	236	0.8018	0.4827	0.8018	0.8954
No log	13.2222	238	0.8044	0.5042	0.8044	0.8969
No log	13.3333	240	0.8046	0.5056	0.8046	0.8970
No log	13.4444	242	0.8091	0.5163	0.8091	0.8995
No log	13.5556	244	0.8328	0.4617	0.8328	0.9126
No log	13.6667	246	0.8508	0.4647	0.8508	0.9224
No log	13.7778	248	0.8178	0.4933	0.8178	0.9043
No log	13.8889	250	0.8517	0.475	0.8517	0.9229
No log	14.0	252	0.8927	0.4818	0.8927	0.9448
No log	14.1111	254	0.8396	0.4798	0.8396	0.9163
No log	14.2222	256	0.7806	0.4684	0.7806	0.8835
No log	14.3333	258	0.8904	0.4997	0.8904	0.9436
No log	14.4444	260	1.0220	0.4806	1.0220	1.0109
No log	14.5556	262	0.9936	0.4830	0.9936	0.9968
No log	14.6667	264	0.8705	0.5110	0.8705	0.9330
No log	14.7778	266	0.8140	0.4611	0.8140	0.9022
No log	14.8889	268	0.8169	0.4997	0.8169	0.9038
No log	15.0	270	0.8173	0.4877	0.8173	0.9041
No log	15.1111	272	0.8502	0.4687	0.8502	0.9221
No log	15.2222	274	0.9313	0.4880	0.9313	0.9650
No log	15.3333	276	0.9399	0.4880	0.9399	0.9695
No log	15.4444	278	0.8755	0.4495	0.8755	0.9357
No log	15.5556	280	0.8453	0.4635	0.8453	0.9194
No log	15.6667	282	0.8577	0.4836	0.8577	0.9261
No log	15.7778	284	0.8316	0.4909	0.8316	0.9119
No log	15.8889	286	0.8210	0.4393	0.8210	0.9061
No log	16.0	288	0.8599	0.5057	0.8599	0.9273
No log	16.1111	290	0.9144	0.4716	0.9144	0.9562
No log	16.2222	292	0.8861	0.4662	0.8861	0.9413
No log	16.3333	294	0.8696	0.4504	0.8696	0.9325
No log	16.4444	296	0.8506	0.4920	0.8506	0.9223
No log	16.5556	298	0.8534	0.4929	0.8534	0.9238
No log	16.6667	300	0.8683	0.4992	0.8683	0.9318
No log	16.7778	302	0.8889	0.5060	0.8889	0.9428
No log	16.8889	304	0.8771	0.5060	0.8771	0.9365
No log	17.0	306	0.8567	0.4738	0.8567	0.9256
No log	17.1111	308	0.8828	0.5067	0.8828	0.9396
No log	17.2222	310	0.8986	0.4904	0.8986	0.9479
No log	17.3333	312	0.8517	0.4783	0.8517	0.9229
No log	17.4444	314	0.8003	0.4814	0.8003	0.8946
No log	17.5556	316	0.8000	0.5127	0.8000	0.8944
No log	17.6667	318	0.8024	0.4646	0.8024	0.8957
No log	17.7778	320	0.8182	0.4541	0.8182	0.9045
No log	17.8889	322	0.8375	0.4319	0.8375	0.9151
No log	18.0	324	0.8307	0.4427	0.8307	0.9114
No log	18.1111	326	0.8279	0.5087	0.8279	0.9099
No log	18.2222	328	0.8361	0.4923	0.8361	0.9144
No log	18.3333	330	0.8105	0.5103	0.8105	0.9003
No log	18.4444	332	0.8193	0.4405	0.8193	0.9052
No log	18.5556	334	0.8895	0.5003	0.8895	0.9431
No log	18.6667	336	0.8982	0.5374	0.8982	0.9477
No log	18.7778	338	0.8355	0.4655	0.8355	0.9140
No log	18.8889	340	0.8156	0.4484	0.8156	0.9031
No log	19.0	342	0.8228	0.4415	0.8228	0.9071
No log	19.1111	344	0.8339	0.4976	0.8339	0.9132
No log	19.2222	346	0.9056	0.4915	0.9056	0.9516
No log	19.3333	348	0.9191	0.5275	0.9191	0.9587
No log	19.4444	350	0.8461	0.4926	0.8461	0.9198
No log	19.5556	352	0.7907	0.4698	0.7907	0.8892
No log	19.6667	354	0.7663	0.4316	0.7663	0.8754
No log	19.7778	356	0.7690	0.4728	0.7690	0.8769
No log	19.8889	358	0.7629	0.4917	0.7629	0.8735
No log	20.0	360	0.7361	0.4694	0.7361	0.8579
No log	20.1111	362	0.7216	0.4716	0.7216	0.8495
No log	20.2222	364	0.7259	0.4791	0.7259	0.8520
No log	20.3333	366	0.7387	0.4698	0.7387	0.8595
No log	20.4444	368	0.7604	0.5256	0.7604	0.8720
No log	20.5556	370	0.7482	0.4831	0.7482	0.8650
No log	20.6667	372	0.7502	0.4846	0.7502	0.8662
No log	20.7778	374	0.8025	0.5187	0.8025	0.8958
No log	20.8889	376	0.8102	0.5066	0.8102	0.9001
No log	21.0	378	0.7890	0.4469	0.7890	0.8882
No log	21.1111	380	0.8437	0.5752	0.8437	0.9185
No log	21.2222	382	0.9106	0.5191	0.9106	0.9542
No log	21.3333	384	0.8693	0.5412	0.8693	0.9324
No log	21.4444	386	0.7920	0.5166	0.7920	0.8900
No log	21.5556	388	0.8215	0.5236	0.8215	0.9063
No log	21.6667	390	0.9025	0.4862	0.9025	0.9500
No log	21.7778	392	0.8927	0.4862	0.8927	0.9448
No log	21.8889	394	0.8198	0.5246	0.8198	0.9054
No log	22.0	396	0.8038	0.4566	0.8038	0.8966
No log	22.1111	398	0.8221	0.4897	0.8221	0.9067
No log	22.2222	400	0.8264	0.5023	0.8264	0.9090
No log	22.3333	402	0.8030	0.4210	0.8030	0.8961
No log	22.4444	404	0.8078	0.4653	0.8078	0.8988
No log	22.5556	406	0.8161	0.4881	0.8161	0.9034
No log	22.6667	408	0.8206	0.4945	0.8206	0.9059
No log	22.7778	410	0.8244	0.4396	0.8244	0.9080
No log	22.8889	412	0.8486	0.4672	0.8486	0.9212
No log	23.0	414	0.8513	0.4478	0.8513	0.9227
No log	23.1111	416	0.8625	0.4601	0.8625	0.9287
No log	23.2222	418	0.8689	0.4622	0.8689	0.9322
No log	23.3333	420	0.8700	0.4814	0.8700	0.9327
No log	23.4444	422	0.8499	0.4443	0.8499	0.9219
No log	23.5556	424	0.8619	0.4585	0.8619	0.9284
No log	23.6667	426	0.8701	0.4995	0.8701	0.9328
No log	23.7778	428	0.8460	0.4858	0.8460	0.9198
No log	23.8889	430	0.7779	0.4497	0.7779	0.8820
No log	24.0	432	0.7692	0.4456	0.7692	0.8770
No log	24.1111	434	0.7722	0.4456	0.7722	0.8787
No log	24.2222	436	0.7871	0.4386	0.7871	0.8872
No log	24.3333	438	0.8124	0.4698	0.8124	0.9013
No log	24.4444	440	0.8313	0.4555	0.8313	0.9117
No log	24.5556	442	0.8403	0.4538	0.8403	0.9167
No log	24.6667	444	0.8295	0.4538	0.8295	0.9108
No log	24.7778	446	0.8390	0.4593	0.8390	0.9160
No log	24.8889	448	0.8403	0.4349	0.8403	0.9167
No log	25.0	450	0.8363	0.4504	0.8363	0.9145
No log	25.1111	452	0.8333	0.4813	0.8333	0.9128
No log	25.2222	454	0.8339	0.4678	0.8339	0.9132
No log	25.3333	456	0.8289	0.4347	0.8289	0.9105
No log	25.4444	458	0.8532	0.4820	0.8532	0.9237
No log	25.5556	460	0.8693	0.4883	0.8693	0.9324
No log	25.6667	462	0.8561	0.4714	0.8561	0.9252
No log	25.7778	464	0.8462	0.4600	0.8462	0.9199
No log	25.8889	466	0.8396	0.4639	0.8396	0.9163
No log	26.0	468	0.8252	0.4456	0.8252	0.9084
No log	26.1111	470	0.8244	0.4725	0.8244	0.9080
No log	26.2222	472	0.8067	0.4456	0.8067	0.8982
No log	26.3333	474	0.8214	0.4699	0.8214	0.9063
No log	26.4444	476	0.8301	0.4807	0.8301	0.9111
No log	26.5556	478	0.7951	0.4737	0.7951	0.8917
No log	26.6667	480	0.7809	0.4831	0.7809	0.8837
No log	26.7778	482	0.7925	0.4654	0.7925	0.8902
No log	26.8889	484	0.8030	0.4722	0.8030	0.8961
No log	27.0	486	0.8158	0.4611	0.8158	0.9032
No log	27.1111	488	0.8369	0.4452	0.8369	0.9148
No log	27.2222	490	0.8438	0.4420	0.8438	0.9186
No log	27.3333	492	0.8410	0.4653	0.8410	0.9171
No log	27.4444	494	0.8182	0.4486	0.8182	0.9046
No log	27.5556	496	0.8042	0.4729	0.8042	0.8968
No log	27.6667	498	0.7876	0.4548	0.7876	0.8874
0.5503	27.7778	500	0.7900	0.4611	0.7900	0.8888
0.5503	27.8889	502	0.8069	0.4701	0.8069	0.8983
0.5503	28.0	504	0.7890	0.4630	0.7890	0.8883
0.5503	28.1111	506	0.7918	0.4879	0.7918	0.8898
0.5503	28.2222	508	0.8026	0.4983	0.8026	0.8959
0.5503	28.3333	510	0.7961	0.4544	0.7961	0.8923
0.5503	28.4444	512	0.8063	0.5055	0.8063	0.8979
0.5503	28.5556	514	0.7943	0.4544	0.7943	0.8912
0.5503	28.6667	516	0.7826	0.4494	0.7826	0.8847
0.5503	28.7778	518	0.7777	0.4369	0.7777	0.8819
0.5503	28.8889	520	0.7870	0.4872	0.7870	0.8871
0.5503	29.0	522	0.8242	0.4899	0.8242	0.9079
0.5503	29.1111	524	0.8422	0.4779	0.8422	0.9177
0.5503	29.2222	526	0.8112	0.4679	0.8112	0.9007
0.5503	29.3333	528	0.7908	0.4530	0.7908	0.8893
0.5503	29.4444	530	0.8091	0.4627	0.8091	0.8995
0.5503	29.5556	532	0.7875	0.4712	0.7875	0.8874
0.5503	29.6667	534	0.7612	0.4738	0.7612	0.8725
0.5503	29.7778	536	0.7825	0.4821	0.7825	0.8846
0.5503	29.8889	538	0.7864	0.4896	0.7864	0.8868
0.5503	30.0	540	0.7846	0.5133	0.7846	0.8858
0.5503	30.1111	542	0.7925	0.4881	0.7925	0.8902
0.5503	30.2222	544	0.7908	0.5177	0.7908	0.8893
0.5503	30.3333	546	0.8068	0.4604	0.8068	0.8982
0.5503	30.4444	548	0.8500	0.4691	0.8500	0.9220
0.5503	30.5556	550	0.8729	0.4920	0.8729	0.9343
0.5503	30.6667	552	0.8344	0.4733	0.8344	0.9134
0.5503	30.7778	554	0.8143	0.4764	0.8143	0.9024
0.5503	30.8889	556	0.8458	0.4667	0.8458	0.9197
0.5503	31.0	558	0.8486	0.4667	0.8486	0.9212
0.5503	31.1111	560	0.8263	0.4743	0.8263	0.9090
0.5503	31.2222	562	0.8142	0.4521	0.8142	0.9023
0.5503	31.3333	564	0.7932	0.4879	0.7932	0.8906
0.5503	31.4444	566	0.7700	0.4991	0.7700	0.8775
0.5503	31.5556	568	0.7806	0.4797	0.7806	0.8835
0.5503	31.6667	570	0.7778	0.4854	0.7778	0.8819
0.5503	31.7778	572	0.7682	0.4892	0.7682	0.8764
0.5503	31.8889	574	0.7782	0.4666	0.7782	0.8822
0.5503	32.0	576	0.7956	0.4584	0.7956	0.8920
0.5503	32.1111	578	0.8077	0.4712	0.8077	0.8987
0.5503	32.2222	580	0.8096	0.4873	0.8096	0.8998
0.5503	32.3333	582	0.8248	0.4755	0.8248	0.9082
0.5503	32.4444	584	0.8244	0.4570	0.8244	0.9080
0.5503	32.5556	586	0.8106	0.4704	0.8106	0.9003
0.5503	32.6667	588	0.7942	0.4755	0.7942	0.8912
0.5503	32.7778	590	0.7844	0.4937	0.7844	0.8857
0.5503	32.8889	592	0.7802	0.4856	0.7802	0.8833
0.5503	33.0	594	0.7814	0.4515	0.7814	0.8839
0.5503	33.1111	596	0.7836	0.4593	0.7836	0.8852
0.5503	33.2222	598	0.7793	0.4584	0.7793	0.8828
0.5503	33.3333	600	0.7934	0.4694	0.7934	0.8907
0.5503	33.4444	602	0.8131	0.4689	0.8131	0.9017
0.5503	33.5556	604	0.8293	0.4743	0.8293	0.9107
0.5503	33.6667	606	0.8379	0.4635	0.8379	0.9154
0.5503	33.7778	608	0.8374	0.4684	0.8374	0.9151
0.5503	33.8889	610	0.8395	0.4754	0.8395	0.9162
0.5503	34.0	612	0.8254	0.4773	0.8254	0.9085
0.5503	34.1111	614	0.8175	0.4811	0.8175	0.9042
0.5503	34.2222	616	0.8110	0.4811	0.8110	0.9006
0.5503	34.3333	618	0.8008	0.4611	0.8008	0.8948
0.5503	34.4444	620	0.7875	0.4611	0.7875	0.8874
0.5503	34.5556	622	0.7798	0.4739	0.7798	0.8831
0.5503	34.6667	624	0.7842	0.4793	0.7842	0.8856
0.5503	34.7778	626	0.7872	0.5211	0.7872	0.8872
0.5503	34.8889	628	0.7605	0.4813	0.7605	0.8721
0.5503	35.0	630	0.7635	0.5024	0.7635	0.8738
0.5503	35.1111	632	0.7809	0.5301	0.7809	0.8837
0.5503	35.2222	634	0.7774	0.5221	0.7774	0.8817
0.5503	35.3333	636	0.7650	0.5114	0.7650	0.8746
0.5503	35.4444	638	0.7596	0.4775	0.7596	0.8716
0.5503	35.5556	640	0.7653	0.4712	0.7653	0.8748
0.5503	35.6667	642	0.7799	0.5026	0.7799	0.8831
0.5503	35.7778	644	0.8124	0.5211	0.8124	0.9014
0.5503	35.8889	646	0.8226	0.5031	0.8226	0.9070
0.5503	36.0	648	0.8044	0.4872	0.8044	0.8969
0.5503	36.1111	650	0.8189	0.4749	0.8189	0.9049
0.5503	36.2222	652	0.8518	0.5118	0.8518	0.9229
0.5503	36.3333	654	0.8469	0.4909	0.8469	0.9202
0.5503	36.4444	656	0.8311	0.5177	0.8311	0.9117
0.5503	36.5556	658	0.8328	0.4499	0.8328	0.9126
0.5503	36.6667	660	0.8327	0.4757	0.8327	0.9125
0.5503	36.7778	662	0.8095	0.4673	0.8095	0.8997
0.5503	36.8889	664	0.7869	0.4882	0.7869	0.8871
0.5503	37.0	666	0.7860	0.4961	0.7860	0.8866
0.5503	37.1111	668	0.7908	0.5165	0.7908	0.8893
0.5503	37.2222	670	0.7794	0.5074	0.7794	0.8828
0.5503	37.3333	672	0.7668	0.5145	0.7668	0.8757
0.5503	37.4444	674	0.7729	0.4950	0.7729	0.8791
0.5503	37.5556	676	0.7954	0.4813	0.7954	0.8919
0.5503	37.6667	678	0.8065	0.4992	0.8065	0.8980
0.5503	37.7778	680	0.7902	0.4914	0.7902	0.8889
0.5503	37.8889	682	0.7819	0.4963	0.7819	0.8843
0.5503	38.0	684	0.7848	0.5038	0.7848	0.8859
0.5503	38.1111	686	0.7812	0.5130	0.7812	0.8838
0.5503	38.2222	688	0.7583	0.5055	0.7583	0.8708
0.5503	38.3333	690	0.7522	0.4957	0.7522	0.8673
0.5503	38.4444	692	0.7780	0.4725	0.7780	0.8821
0.5503	38.5556	694	0.7830	0.4606	0.7830	0.8849
0.5503	38.6667	696	0.7731	0.4653	0.7731	0.8793
0.5503	38.7778	698	0.7797	0.4938	0.7797	0.8830
0.5503	38.8889	700	0.7896	0.4744	0.7896	0.8886
0.5503	39.0	702	0.7821	0.4916	0.7821	0.8844
0.5503	39.1111	704	0.7667	0.4595	0.7667	0.8756
0.5503	39.2222	706	0.7568	0.5423	0.7568	0.8700
0.5503	39.3333	708	0.7593	0.5260	0.7593	0.8714
0.5503	39.4444	710	0.7605	0.5373	0.7605	0.8721
0.5503	39.5556	712	0.7679	0.4985	0.7679	0.8763
0.5503	39.6667	714	0.7714	0.4773	0.7714	0.8783
0.5503	39.7778	716	0.7498	0.5179	0.7498	0.8659
0.5503	39.8889	718	0.7540	0.5052	0.7540	0.8683
0.5503	40.0	720	0.7938	0.4770	0.7938	0.8909
0.5503	40.1111	722	0.8011	0.4973	0.8011	0.8951
0.5503	40.2222	724	0.7657	0.5177	0.7657	0.8751
0.5503	40.3333	726	0.7336	0.5028	0.7336	0.8565
0.5503	40.4444	728	0.7482	0.5085	0.7482	0.8650
0.5503	40.5556	730	0.7887	0.5147	0.7887	0.8881
0.5503	40.6667	732	0.7926	0.4874	0.7926	0.8903
0.5503	40.7778	734	0.7827	0.4870	0.7827	0.8847
0.5503	40.8889	736	0.7828	0.4764	0.7828	0.8848
0.5503	41.0	738	0.7751	0.4893	0.7751	0.8804
0.5503	41.1111	740	0.7630	0.5	0.7630	0.8735
0.5503	41.2222	742	0.7501	0.5020	0.7501	0.8661
0.5503	41.3333	744	0.7359	0.4785	0.7359	0.8578
0.5503	41.4444	746	0.7257	0.4793	0.7257	0.8519
0.5503	41.5556	748	0.7205	0.5081	0.7205	0.8488
0.5503	41.6667	750	0.7206	0.4966	0.7206	0.8489
0.5503	41.7778	752	0.7230	0.4793	0.7230	0.8503
0.5503	41.8889	754	0.7404	0.5129	0.7404	0.8605
0.5503	42.0	756	0.7471	0.5203	0.7471	0.8644
0.5503	42.1111	758	0.7412	0.5011	0.7412	0.8610
0.5503	42.2222	760	0.7394	0.5149	0.7394	0.8599
0.5503	42.3333	762	0.7410	0.5014	0.7410	0.8608
0.5503	42.4444	764	0.7435	0.4839	0.7435	0.8622
0.5503	42.5556	766	0.7510	0.5094	0.7510	0.8666
0.5503	42.6667	768	0.7695	0.4981	0.7695	0.8772
0.5503	42.7778	770	0.7904	0.4761	0.7904	0.8890
0.5503	42.8889	772	0.7808	0.4710	0.7808	0.8836
0.5503	43.0	774	0.7720	0.4715	0.7720	0.8787
0.5503	43.1111	776	0.7798	0.5282	0.7798	0.8830
0.5503	43.2222	778	0.7739	0.5277	0.7739	0.8797
0.5503	43.3333	780	0.7681	0.5200	0.7681	0.8764
0.5503	43.4444	782	0.7578	0.5097	0.7578	0.8705
0.5503	43.5556	784	0.7480	0.4819	0.7480	0.8649
0.5503	43.6667	786	0.7365	0.5040	0.7365	0.8582
0.5503	43.7778	788	0.7221	0.4642	0.7221	0.8498
0.5503	43.8889	790	0.7192	0.4486	0.7192	0.8481
0.5503	44.0	792	0.7264	0.4618	0.7264	0.8523
0.5503	44.1111	794	0.7352	0.4638	0.7352	0.8575
0.5503	44.2222	796	0.7519	0.5206	0.7519	0.8671
0.5503	44.3333	798	0.7880	0.5235	0.7880	0.8877
0.5503	44.4444	800	0.7951	0.5310	0.7951	0.8917
0.5503	44.5556	802	0.7810	0.4846	0.7810	0.8838
0.5503	44.6667	804	0.7926	0.4802	0.7926	0.8903
0.5503	44.7778	806	0.8106	0.4893	0.8106	0.9003
0.5503	44.8889	808	0.8014	0.4802	0.8014	0.8952
0.5503	45.0	810	0.7871	0.4587	0.7871	0.8872
0.5503	45.1111	812	0.7803	0.4790	0.7803	0.8833
0.5503	45.2222	814	0.7840	0.5262	0.7840	0.8854
0.5503	45.3333	816	0.7855	0.5124	0.7855	0.8863
0.5503	45.4444	818	0.7631	0.5087	0.7631	0.8735
0.5503	45.5556	820	0.7422	0.4569	0.7422	0.8615
0.5503	45.6667	822	0.7511	0.5230	0.7511	0.8667
0.5503	45.7778	824	0.7555	0.5247	0.7555	0.8692
0.5503	45.8889	826	0.7620	0.5	0.7620	0.8729
0.5503	46.0	828	0.7442	0.4905	0.7442	0.8626
0.5503	46.1111	830	0.7313	0.4647	0.7313	0.8552
0.5503	46.2222	832	0.7318	0.4335	0.7318	0.8555
0.5503	46.3333	834	0.7298	0.4389	0.7298	0.8543
0.5503	46.4444	836	0.7268	0.4260	0.7268	0.8525
0.5503	46.5556	838	0.7348	0.4335	0.7348	0.8572
0.5503	46.6667	840	0.7478	0.4260	0.7478	0.8647

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1