ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_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: 0.5616
• Qwk: 0.3425
• Mse: 0.5616
• Rmse: 0.7494

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	0.0351	2	2.5709	-0.0109	2.5709	1.6034
No log	0.0702	4	1.3907	0.0767	1.3907	1.1793
No log	0.1053	6	0.9341	0.0145	0.9341	0.9665
No log	0.1404	8	0.9792	-0.1277	0.9792	0.9895
No log	0.1754	10	1.0246	0.0566	1.0246	1.0122
No log	0.2105	12	0.9381	0.0993	0.9381	0.9686
No log	0.2456	14	0.7675	0.0393	0.7675	0.8761
No log	0.2807	16	0.8102	0.0937	0.8102	0.9001
No log	0.3158	18	0.8842	0.2526	0.8842	0.9403
No log	0.3509	20	0.8841	0.2494	0.8841	0.9403
No log	0.3860	22	0.8667	0.1786	0.8667	0.9310
No log	0.4211	24	0.8033	0.0	0.8033	0.8963
No log	0.4561	26	0.7492	-0.0027	0.7492	0.8656
No log	0.4912	28	0.6947	0.0	0.6947	0.8335
No log	0.5263	30	0.6903	0.0481	0.6903	0.8309
No log	0.5614	32	0.6743	0.1983	0.6743	0.8212
No log	0.5965	34	0.6664	0.1232	0.6664	0.8163
No log	0.6316	36	0.7378	0.0937	0.7378	0.8590
No log	0.6667	38	0.8884	0.2804	0.8884	0.9425
No log	0.7018	40	0.8182	0.2558	0.8182	0.9045
No log	0.7368	42	0.6678	0.0393	0.6678	0.8172
No log	0.7719	44	0.6494	0.0798	0.6494	0.8058
No log	0.8070	46	0.6726	0.1232	0.6726	0.8201
No log	0.8421	48	0.8176	0.2181	0.8176	0.9042
No log	0.8772	50	0.9435	0.3398	0.9435	0.9713
No log	0.9123	52	0.9595	0.3311	0.9595	0.9795
No log	0.9474	54	0.8137	0.2156	0.8137	0.9021
No log	0.9825	56	0.6976	0.1687	0.6976	0.8352
No log	1.0175	58	0.6743	0.1184	0.6743	0.8212
No log	1.0526	60	0.7056	0.1981	0.7056	0.8400
No log	1.0877	62	0.7638	0.1569	0.7638	0.8739
No log	1.1228	64	0.8206	0.1660	0.8206	0.9059
No log	1.1579	66	0.8029	0.1558	0.8029	0.8961
No log	1.1930	68	0.7985	0.1386	0.7985	0.8936
No log	1.2281	70	0.8327	0.1686	0.8327	0.9125
No log	1.2632	72	0.8279	0.1308	0.8279	0.9099
No log	1.2982	74	0.8096	0.1960	0.8096	0.8998
No log	1.3333	76	0.8360	0.2341	0.8360	0.9143
No log	1.3684	78	0.7801	0.2675	0.7801	0.8832
No log	1.4035	80	0.7561	0.2979	0.7561	0.8695
No log	1.4386	82	0.7583	0.3258	0.7583	0.8708
No log	1.4737	84	0.7186	0.2777	0.7186	0.8477
No log	1.5088	86	0.7039	0.3509	0.7039	0.8390
No log	1.5439	88	0.7679	0.4468	0.7679	0.8763
No log	1.5789	90	0.7889	0.4302	0.7889	0.8882
No log	1.6140	92	0.7390	0.2889	0.7390	0.8596
No log	1.6491	94	0.8773	0.1577	0.8773	0.9367
No log	1.6842	96	0.8383	0.1613	0.8383	0.9156
No log	1.7193	98	0.7168	0.2802	0.7168	0.8466
No log	1.7544	100	0.7335	0.4633	0.7335	0.8564
No log	1.7895	102	0.8169	0.3957	0.8169	0.9038
No log	1.8246	104	0.7022	0.4083	0.7022	0.8380
No log	1.8596	106	0.6697	0.2149	0.6697	0.8183
No log	1.8947	108	0.7320	0.3475	0.7320	0.8555
No log	1.9298	110	0.6440	0.2685	0.6440	0.8025
No log	1.9649	112	0.6760	0.3529	0.6760	0.8222
No log	2.0	114	0.8564	0.2934	0.8564	0.9254
No log	2.0351	116	0.8838	0.2905	0.8838	0.9401
No log	2.0702	118	0.7444	0.4237	0.7444	0.8628
No log	2.1053	120	0.6645	0.4719	0.6645	0.8152
No log	2.1404	122	0.6348	0.4719	0.6348	0.7967
No log	2.1754	124	0.6657	0.4841	0.6657	0.8159
No log	2.2105	126	0.7827	0.3455	0.7827	0.8847
No log	2.2456	128	0.7816	0.3516	0.7816	0.8841
No log	2.2807	130	0.6282	0.5065	0.6282	0.7926
No log	2.3158	132	0.5739	0.3782	0.5739	0.7576
No log	2.3509	134	0.5922	0.3238	0.5922	0.7695
No log	2.3860	136	0.5663	0.3836	0.5663	0.7525
No log	2.4211	138	0.5749	0.3729	0.5749	0.7582
No log	2.4561	140	0.6523	0.4391	0.6523	0.8077
No log	2.4912	142	0.7604	0.4410	0.7604	0.8720
No log	2.5263	144	0.7728	0.4270	0.7728	0.8791
No log	2.5614	146	0.6039	0.4616	0.6039	0.7771
No log	2.5965	148	0.5816	0.5538	0.5816	0.7626
No log	2.6316	150	0.6256	0.4778	0.6256	0.7909
No log	2.6667	152	0.6677	0.4444	0.6677	0.8171
No log	2.7018	154	0.6588	0.4377	0.6588	0.8116
No log	2.7368	156	0.5811	0.4402	0.5811	0.7623
No log	2.7719	158	0.5891	0.4137	0.5891	0.7675
No log	2.8070	160	0.6675	0.3805	0.6675	0.8170
No log	2.8421	162	0.9155	0.3141	0.9155	0.9568
No log	2.8772	164	0.9889	0.2298	0.9889	0.9944
No log	2.9123	166	0.8142	0.3483	0.8142	0.9023
No log	2.9474	168	0.6280	0.3010	0.6280	0.7924
No log	2.9825	170	0.6931	0.4470	0.6931	0.8325
No log	3.0175	172	0.8015	0.4230	0.8015	0.8953
No log	3.0526	174	0.7251	0.4387	0.7251	0.8515
No log	3.0877	176	0.6187	0.2746	0.6187	0.7866
No log	3.1228	178	0.6683	0.4161	0.6683	0.8175
No log	3.1579	180	0.6998	0.4161	0.6998	0.8365
No log	3.1930	182	0.6706	0.4016	0.6706	0.8189
No log	3.2281	184	0.6388	0.3474	0.6388	0.7993
No log	3.2632	186	0.6282	0.3201	0.6282	0.7926
No log	3.2982	188	0.6239	0.3808	0.6239	0.7899
No log	3.3333	190	0.6346	0.3808	0.6346	0.7966
No log	3.3684	192	0.5995	0.3481	0.5995	0.7743
No log	3.4035	194	0.5950	0.3224	0.5950	0.7714
No log	3.4386	196	0.6565	0.4067	0.6565	0.8103
No log	3.4737	198	0.6300	0.4329	0.6300	0.7937
No log	3.5088	200	0.5488	0.5533	0.5488	0.7408
No log	3.5439	202	0.5717	0.4776	0.5717	0.7561
No log	3.5789	204	0.5934	0.5178	0.5934	0.7703
No log	3.6140	206	0.5437	0.5510	0.5437	0.7374
No log	3.6491	208	0.5266	0.5397	0.5266	0.7257
No log	3.6842	210	0.5727	0.5247	0.5727	0.7568
No log	3.7193	212	0.6201	0.4466	0.6201	0.7874
No log	3.7544	214	0.6665	0.4364	0.6665	0.8164
No log	3.7895	216	0.5924	0.5464	0.5924	0.7697
No log	3.8246	218	0.4738	0.6526	0.4738	0.6884
No log	3.8596	220	0.4790	0.6346	0.4790	0.6921
No log	3.8947	222	0.4941	0.5801	0.4941	0.7029
No log	3.9298	224	0.4502	0.6852	0.4502	0.6710
No log	3.9649	226	0.5628	0.5280	0.5628	0.7502
No log	4.0	228	0.8052	0.4430	0.8052	0.8973
No log	4.0351	230	0.8025	0.3786	0.8025	0.8958
No log	4.0702	232	0.6491	0.5146	0.6491	0.8057
No log	4.1053	234	0.5175	0.4388	0.5175	0.7194
No log	4.1404	236	0.4970	0.4538	0.4970	0.7050
No log	4.1754	238	0.4873	0.5151	0.4873	0.6981
No log	4.2105	240	0.4863	0.6295	0.4863	0.6973
No log	4.2456	242	0.6703	0.5077	0.6703	0.8187
No log	4.2807	244	1.0116	0.2975	1.0116	1.0058
No log	4.3158	246	1.1551	0.2679	1.1551	1.0748
No log	4.3509	248	0.9862	0.2975	0.9862	0.9931
No log	4.3860	250	0.8571	0.3527	0.8571	0.9258
No log	4.4211	252	0.6570	0.5077	0.6570	0.8106
No log	4.4561	254	0.5537	0.5528	0.5537	0.7441
No log	4.4912	256	0.5252	0.5990	0.5252	0.7247
No log	4.5263	258	0.5007	0.5617	0.5007	0.7076
No log	4.5614	260	0.5082	0.6096	0.5082	0.7129
No log	4.5965	262	0.6213	0.5153	0.6213	0.7882
No log	4.6316	264	0.7642	0.3699	0.7642	0.8742
No log	4.6667	266	0.8145	0.3173	0.8145	0.9025
No log	4.7018	268	0.8273	0.3173	0.8273	0.9095
No log	4.7368	270	0.6740	0.3870	0.6740	0.8210
No log	4.7719	272	0.5937	0.3895	0.5937	0.7705
No log	4.8070	274	0.5122	0.4719	0.5122	0.7157
No log	4.8421	276	0.4949	0.5943	0.4949	0.7035
No log	4.8772	278	0.5040	0.5171	0.5040	0.7099
No log	4.9123	280	0.5323	0.5226	0.5323	0.7296
No log	4.9474	282	0.5636	0.5470	0.5636	0.7507
No log	4.9825	284	0.5435	0.4841	0.5435	0.7372
No log	5.0175	286	0.5058	0.5943	0.5058	0.7112
No log	5.0526	288	0.5299	0.5420	0.5299	0.7279
No log	5.0877	290	0.5109	0.5386	0.5109	0.7148
No log	5.1228	292	0.5059	0.5246	0.5059	0.7113
No log	5.1579	294	0.5685	0.5384	0.5685	0.7540
No log	5.1930	296	0.6183	0.4598	0.6183	0.7863
No log	5.2281	298	0.5575	0.5230	0.5575	0.7467
No log	5.2632	300	0.5655	0.5230	0.5655	0.7520
No log	5.2982	302	0.6253	0.3827	0.6253	0.7908
No log	5.3333	304	0.6586	0.3477	0.6586	0.8115
No log	5.3684	306	0.5583	0.4997	0.5583	0.7472
No log	5.4035	308	0.4905	0.5798	0.4905	0.7003
No log	5.4386	310	0.4894	0.5556	0.4894	0.6996
No log	5.4737	312	0.5254	0.4719	0.5254	0.7249
No log	5.5088	314	0.6083	0.4814	0.6083	0.7799
No log	5.5439	316	0.5704	0.4674	0.5704	0.7553
No log	5.5789	318	0.4998	0.4429	0.4998	0.7070
No log	5.6140	320	0.4843	0.5122	0.4843	0.6959
No log	5.6491	322	0.5058	0.5432	0.5058	0.7112
No log	5.6842	324	0.5839	0.4904	0.5839	0.7642
No log	5.7193	326	0.6065	0.4289	0.6065	0.7787
No log	5.7544	328	0.5664	0.4986	0.5664	0.7526
No log	5.7895	330	0.5273	0.5112	0.5273	0.7262
No log	5.8246	332	0.5433	0.4986	0.5433	0.7371
No log	5.8596	334	0.5098	0.5455	0.5098	0.7140
No log	5.8947	336	0.4933	0.5356	0.4933	0.7023
No log	5.9298	338	0.4853	0.5339	0.4853	0.6966
No log	5.9649	340	0.4668	0.5765	0.4668	0.6832
No log	6.0	342	0.4708	0.5170	0.4708	0.6862
No log	6.0351	344	0.4718	0.5605	0.4718	0.6868
No log	6.0702	346	0.5197	0.4788	0.5197	0.7209
No log	6.1053	348	0.5833	0.5334	0.5833	0.7637
No log	6.1404	350	0.5589	0.4977	0.5589	0.7476
No log	6.1754	352	0.4920	0.4634	0.4920	0.7014
No log	6.2105	354	0.4917	0.5036	0.4917	0.7012
No log	6.2456	356	0.4942	0.4867	0.4942	0.7030
No log	6.2807	358	0.4832	0.5101	0.4832	0.6951
No log	6.3158	360	0.5817	0.4474	0.5817	0.7627
No log	6.3509	362	0.7482	0.3849	0.7482	0.8650
No log	6.3860	364	0.8388	0.3347	0.8388	0.9159
No log	6.4211	366	0.7699	0.3620	0.7699	0.8774
No log	6.4561	368	0.6003	0.4283	0.6003	0.7748
No log	6.4912	370	0.5081	0.4492	0.5081	0.7128
No log	6.5263	372	0.5106	0.4825	0.5106	0.7145
No log	6.5614	374	0.5230	0.3920	0.5230	0.7232
No log	6.5965	376	0.5667	0.3093	0.5667	0.7528
No log	6.6316	378	0.6404	0.3143	0.6404	0.8003
No log	6.6667	380	0.6506	0.4152	0.6506	0.8066
No log	6.7018	382	0.6008	0.4830	0.6008	0.7751
No log	6.7368	384	0.5230	0.4211	0.5230	0.7232
No log	6.7719	386	0.4961	0.4681	0.4961	0.7043
No log	6.8070	388	0.4899	0.5286	0.4899	0.6999
No log	6.8421	390	0.5050	0.5152	0.5050	0.7107
No log	6.8772	392	0.5730	0.4952	0.5730	0.7570
No log	6.9123	394	0.5573	0.5283	0.5573	0.7465
No log	6.9474	396	0.5542	0.4737	0.5542	0.7444
No log	6.9825	398	0.5355	0.4746	0.5355	0.7318
No log	7.0175	400	0.5417	0.4817	0.5417	0.7360
No log	7.0526	402	0.5771	0.4367	0.5771	0.7596
No log	7.0877	404	0.6134	0.3761	0.6134	0.7832
No log	7.1228	406	0.6051	0.3730	0.6051	0.7779
No log	7.1579	408	0.5732	0.4329	0.5732	0.7571
No log	7.1930	410	0.5347	0.3366	0.5347	0.7312
No log	7.2281	412	0.5322	0.3366	0.5322	0.7296
No log	7.2632	414	0.5626	0.5226	0.5626	0.7501
No log	7.2982	416	0.6466	0.3895	0.6466	0.8041
No log	7.3333	418	0.8453	0.3355	0.8453	0.9194
No log	7.3684	420	0.9133	0.3805	0.9133	0.9557
No log	7.4035	422	0.7918	0.3659	0.7918	0.8898
No log	7.4386	424	0.5939	0.4868	0.5939	0.7707
No log	7.4737	426	0.4788	0.6489	0.4788	0.6919
No log	7.5088	428	0.4738	0.6448	0.4738	0.6883
No log	7.5439	430	0.5096	0.5841	0.5096	0.7139
No log	7.5789	432	0.5456	0.5283	0.5456	0.7386
No log	7.6140	434	0.5421	0.5144	0.5421	0.7363
No log	7.6491	436	0.5218	0.4322	0.5218	0.7224
No log	7.6842	438	0.5065	0.4136	0.5065	0.7117
No log	7.7193	440	0.5121	0.5290	0.5121	0.7156
No log	7.7544	442	0.5135	0.4538	0.5135	0.7166
No log	7.7895	444	0.5197	0.3385	0.5197	0.7209
No log	7.8246	446	0.5744	0.3331	0.5744	0.7579
No log	7.8596	448	0.6633	0.4631	0.6633	0.8144
No log	7.8947	450	0.6839	0.4575	0.6839	0.8270
No log	7.9298	452	0.6049	0.3882	0.6049	0.7777
No log	7.9649	454	0.5510	0.3636	0.5510	0.7423
No log	8.0	456	0.5257	0.3688	0.5257	0.7250
No log	8.0351	458	0.5216	0.3354	0.5216	0.7222
No log	8.0702	460	0.5200	0.3688	0.5200	0.7211
No log	8.1053	462	0.5407	0.3636	0.5407	0.7353
No log	8.1404	464	0.5480	0.3348	0.5480	0.7403
No log	8.1754	466	0.5765	0.4051	0.5765	0.7593
No log	8.2105	468	0.5928	0.4204	0.5928	0.7699
No log	8.2456	470	0.6312	0.4631	0.6312	0.7945
No log	8.2807	472	0.6137	0.4842	0.6137	0.7834
No log	8.3158	474	0.5655	0.4431	0.5655	0.7520
No log	8.3509	476	0.5007	0.4101	0.5007	0.7076
No log	8.3860	478	0.4983	0.5749	0.4983	0.7059
No log	8.4211	480	0.5230	0.3273	0.5230	0.7232
No log	8.4561	482	0.6013	0.3953	0.6013	0.7754
No log	8.4912	484	0.6889	0.4121	0.6889	0.8300
No log	8.5263	486	0.6664	0.3352	0.6664	0.8164
No log	8.5614	488	0.5785	0.3318	0.5785	0.7606
No log	8.5965	490	0.5440	0.4043	0.5440	0.7376
No log	8.6316	492	0.5416	0.4941	0.5416	0.7359
No log	8.6667	494	0.5387	0.5189	0.5387	0.7340
No log	8.7018	496	0.5306	0.5614	0.5306	0.7284
No log	8.7368	498	0.5322	0.4504	0.5322	0.7295
0.306	8.7719	500	0.5406	0.3886	0.5406	0.7353
0.306	8.8070	502	0.5357	0.4441	0.5357	0.7319
0.306	8.8421	504	0.5287	0.4816	0.5287	0.7271
0.306	8.8772	506	0.5354	0.3970	0.5354	0.7317
0.306	8.9123	508	0.5573	0.4150	0.5573	0.7465
0.306	8.9474	510	0.5753	0.4756	0.5753	0.7585
0.306	8.9825	512	0.5594	0.4756	0.5594	0.7479
0.306	9.0175	514	0.5253	0.4253	0.5253	0.7248
0.306	9.0526	516	0.5186	0.4888	0.5186	0.7201
0.306	9.0877	518	0.5355	0.4941	0.5355	0.7318
0.306	9.1228	520	0.5325	0.4330	0.5325	0.7298
0.306	9.1579	522	0.5277	0.4614	0.5277	0.7265
0.306	9.1930	524	0.5320	0.4264	0.5320	0.7294
0.306	9.2281	526	0.5267	0.4538	0.5267	0.7257
0.306	9.2632	528	0.5273	0.4879	0.5273	0.7262
0.306	9.2982	530	0.5347	0.4330	0.5347	0.7312
0.306	9.3333	532	0.5269	0.4879	0.5269	0.7259
0.306	9.3684	534	0.5129	0.4610	0.5129	0.7162
0.306	9.4035	536	0.5300	0.3780	0.5300	0.7280
0.306	9.4386	538	0.5850	0.3829	0.5850	0.7648
0.306	9.4737	540	0.6099	0.4373	0.6099	0.7809
0.306	9.5088	542	0.5880	0.3882	0.5880	0.7668
0.306	9.5439	544	0.5458	0.3558	0.5458	0.7388
0.306	9.5789	546	0.5168	0.3947	0.5168	0.7189
0.306	9.6140	548	0.5301	0.3780	0.5301	0.7281
0.306	9.6491	550	0.5758	0.4927	0.5758	0.7588
0.306	9.6842	552	0.6601	0.4238	0.6601	0.8124
0.306	9.7193	554	0.6464	0.4631	0.6464	0.8040
0.306	9.7544	556	0.5755	0.4589	0.5755	0.7586
0.306	9.7895	558	0.5210	0.4224	0.5210	0.7218
0.306	9.8246	560	0.5175	0.5245	0.5175	0.7194
0.306	9.8596	562	0.5311	0.5500	0.5311	0.7288
0.306	9.8947	564	0.5213	0.5245	0.5213	0.7220
0.306	9.9298	566	0.5236	0.4384	0.5236	0.7236
0.306	9.9649	568	0.5774	0.4886	0.5774	0.7599
0.306	10.0	570	0.6715	0.4232	0.6715	0.8195
0.306	10.0351	572	0.7547	0.4651	0.7547	0.8687
0.306	10.0702	574	0.7223	0.4651	0.7223	0.8499
0.306	10.1053	576	0.6248	0.4131	0.6248	0.7904
0.306	10.1404	578	0.5568	0.5046	0.5568	0.7462
0.306	10.1754	580	0.5341	0.4448	0.5341	0.7309
0.306	10.2105	582	0.5266	0.5044	0.5266	0.7257
0.306	10.2456	584	0.5211	0.5044	0.5211	0.7219
0.306	10.2807	586	0.5163	0.5024	0.5163	0.7185
0.306	10.3158	588	0.5180	0.5044	0.5180	0.7197
0.306	10.3509	590	0.5538	0.4802	0.5538	0.7442
0.306	10.3860	592	0.6083	0.4528	0.6083	0.7799
0.306	10.4211	594	0.5935	0.4589	0.5935	0.7704
0.306	10.4561	596	0.5417	0.5010	0.5417	0.7360
0.306	10.4912	598	0.5053	0.4515	0.5053	0.7109
0.306	10.5263	600	0.4857	0.5044	0.4857	0.6969
0.306	10.5614	602	0.4863	0.5246	0.4863	0.6974
0.306	10.5965	604	0.5277	0.5368	0.5277	0.7264
0.306	10.6316	606	0.5814	0.5046	0.5814	0.7625
0.306	10.6667	608	0.6026	0.5251	0.6026	0.7762
0.306	10.7018	610	0.6195	0.4946	0.6195	0.7871
0.306	10.7368	612	0.6079	0.5251	0.6079	0.7797
0.306	10.7719	614	0.5449	0.5233	0.5449	0.7382
0.306	10.8070	616	0.5076	0.5495	0.5076	0.7124
0.306	10.8421	618	0.4946	0.5246	0.4946	0.7033
0.306	10.8772	620	0.5046	0.5432	0.5046	0.7103
0.306	10.9123	622	0.5641	0.5672	0.5641	0.7511
0.306	10.9474	624	0.5936	0.4986	0.5936	0.7705
0.306	10.9825	626	0.6249	0.4943	0.6249	0.7905
0.306	11.0175	628	0.5846	0.5460	0.5846	0.7646
0.306	11.0526	630	0.5161	0.5649	0.5161	0.7184
0.306	11.0877	632	0.4849	0.4161	0.4849	0.6963
0.306	11.1228	634	0.4836	0.4591	0.4836	0.6954
0.306	11.1579	636	0.4920	0.4637	0.4920	0.7014
0.306	11.1930	638	0.4963	0.4052	0.4963	0.7045
0.306	11.2281	640	0.5034	0.4161	0.5034	0.7095
0.306	11.2632	642	0.5278	0.4273	0.5278	0.7265
0.306	11.2982	644	0.5905	0.4927	0.5905	0.7684
0.306	11.3333	646	0.6183	0.4833	0.6183	0.7863
0.306	11.3684	648	0.6005	0.4898	0.6005	0.7749
0.306	11.4035	650	0.5556	0.5050	0.5556	0.7454
0.306	11.4386	652	0.5190	0.3889	0.5190	0.7204
0.306	11.4737	654	0.5145	0.3889	0.5145	0.7173
0.306	11.5088	656	0.5365	0.4632	0.5365	0.7325
0.306	11.5439	658	0.5808	0.4795	0.5808	0.7621
0.306	11.5789	660	0.6315	0.4142	0.6315	0.7947
0.306	11.6140	662	0.6385	0.4380	0.6385	0.7991
0.306	11.6491	664	0.6235	0.4380	0.6235	0.7896
0.306	11.6842	666	0.6091	0.4650	0.6091	0.7804
0.306	11.7193	668	0.5585	0.5171	0.5585	0.7473
0.306	11.7544	670	0.5440	0.5065	0.5440	0.7375
0.306	11.7895	672	0.5645	0.5101	0.5645	0.7513
0.306	11.8246	674	0.5683	0.5334	0.5683	0.7539
0.306	11.8596	676	0.5376	0.5153	0.5376	0.7332
0.306	11.8947	678	0.5013	0.5339	0.5013	0.7080
0.306	11.9298	680	0.4903	0.4724	0.4903	0.7002
0.306	11.9649	682	0.4885	0.4299	0.4885	0.6990
0.306	12.0	684	0.4869	0.4829	0.4869	0.6978
0.306	12.0351	686	0.4821	0.5815	0.4821	0.6943
0.306	12.0702	688	0.4819	0.5815	0.4819	0.6942
0.306	12.1053	690	0.4895	0.5956	0.4895	0.6997
0.306	12.1404	692	0.5106	0.5267	0.5106	0.7146
0.306	12.1754	694	0.5141	0.4918	0.5141	0.7170
0.306	12.2105	696	0.5046	0.4991	0.5046	0.7103
0.306	12.2456	698	0.5025	0.4788	0.5025	0.7089
0.306	12.2807	700	0.5027	0.4788	0.5027	0.7090
0.306	12.3158	702	0.5030	0.4857	0.5030	0.7092
0.306	12.3509	704	0.5116	0.5404	0.5116	0.7153
0.306	12.3860	706	0.5310	0.5601	0.5310	0.7287
0.306	12.4211	708	0.5325	0.5254	0.5325	0.7298
0.306	12.4561	710	0.5043	0.5455	0.5043	0.7102
0.306	12.4912	712	0.4948	0.5455	0.4948	0.7034
0.306	12.5263	714	0.4859	0.5344	0.4859	0.6971
0.306	12.5614	716	0.4967	0.5611	0.4967	0.7047
0.306	12.5965	718	0.5553	0.5249	0.5553	0.7452
0.306	12.6316	720	0.6341	0.5205	0.6341	0.7963
0.306	12.6667	722	0.6638	0.5018	0.6638	0.8147
0.306	12.7018	724	0.6219	0.5205	0.6219	0.7886
0.306	12.7368	726	0.5487	0.5122	0.5487	0.7407
0.306	12.7719	728	0.4898	0.6082	0.4898	0.6999
0.306	12.8070	730	0.4750	0.6096	0.4750	0.6892
0.306	12.8421	732	0.4794	0.5715	0.4794	0.6924
0.306	12.8772	734	0.4810	0.4929	0.4810	0.6935
0.306	12.9123	736	0.5038	0.5414	0.5038	0.7098
0.306	12.9474	738	0.5497	0.5230	0.5497	0.7414
0.306	12.9825	740	0.5693	0.4825	0.5693	0.7545
0.306	13.0175	742	0.5507	0.4807	0.5507	0.7421
0.306	13.0526	744	0.5158	0.5587	0.5158	0.7182
0.306	13.0877	746	0.4803	0.4857	0.4803	0.6930
0.306	13.1228	748	0.4708	0.5819	0.4708	0.6862
0.306	13.1579	750	0.4628	0.5955	0.4628	0.6803
0.306	13.1930	752	0.4558	0.5868	0.4558	0.6751
0.306	13.2281	754	0.4628	0.5734	0.4628	0.6803
0.306	13.2632	756	0.4897	0.5877	0.4897	0.6998
0.306	13.2982	758	0.5013	0.5189	0.5013	0.7080
0.306	13.3333	760	0.5223	0.4869	0.5223	0.7227
0.306	13.3684	762	0.5345	0.4429	0.5345	0.7311
0.306	13.4035	764	0.5490	0.3563	0.5490	0.7410
0.306	13.4386	766	0.5563	0.3563	0.5563	0.7459
0.306	13.4737	768	0.5607	0.3515	0.5607	0.7488
0.306	13.5088	770	0.5785	0.3162	0.5785	0.7606
0.306	13.5439	772	0.5616	0.3425	0.5616	0.7494

Framework versions

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