ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task5_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: 0.6923
• Qwk: 0.5433
• Mse: 0.6923
• Rmse: 0.8320

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	0.0222	2	3.9253	-0.0192	3.9253	1.9812
No log	0.0444	4	2.3008	0.0798	2.3008	1.5168
No log	0.0667	6	1.3387	-0.0032	1.3387	1.1570
No log	0.0889	8	1.3354	0.0053	1.3354	1.1556
No log	0.1111	10	1.1710	0.0523	1.1710	1.0821
No log	0.1333	12	1.1918	0.0021	1.1918	1.0917
No log	0.1556	14	1.1887	-0.0245	1.1887	1.0903
No log	0.1778	16	1.1853	0.0318	1.1853	1.0887
No log	0.2	18	1.3133	0.0116	1.3133	1.1460
No log	0.2222	20	1.1895	0.1228	1.1895	1.0906
No log	0.2444	22	0.9797	0.3772	0.9797	0.9898
No log	0.2667	24	0.7227	0.4267	0.7227	0.8501
No log	0.2889	26	0.7314	0.4958	0.7314	0.8552
No log	0.3111	28	0.6675	0.5713	0.6675	0.8170
No log	0.3333	30	0.9917	0.4264	0.9917	0.9958
No log	0.3556	32	0.9889	0.4375	0.9889	0.9944
No log	0.3778	34	0.6509	0.6124	0.6509	0.8068
No log	0.4	36	0.6518	0.6147	0.6518	0.8074
No log	0.4222	38	0.6987	0.5726	0.6987	0.8359
No log	0.4444	40	0.9776	0.5006	0.9776	0.9887
No log	0.4667	42	1.0063	0.5273	1.0063	1.0031
No log	0.4889	44	0.8306	0.5739	0.8306	0.9114
No log	0.5111	46	0.6725	0.5763	0.6725	0.8201
No log	0.5333	48	0.7114	0.6412	0.7114	0.8434
No log	0.5556	50	0.7021	0.6348	0.7021	0.8379
No log	0.5778	52	0.6914	0.6357	0.6914	0.8315
No log	0.6	54	0.6339	0.5985	0.6339	0.7962
No log	0.6222	56	0.6779	0.5653	0.6779	0.8233
No log	0.6444	58	0.6322	0.6256	0.6322	0.7951
No log	0.6667	60	0.5810	0.6693	0.5810	0.7622
No log	0.6889	62	0.6192	0.6892	0.6192	0.7869
No log	0.7111	64	0.6489	0.6885	0.6489	0.8055
No log	0.7333	66	0.6366	0.6885	0.6366	0.7979
No log	0.7556	68	0.5600	0.6751	0.5600	0.7484
No log	0.7778	70	0.5482	0.6804	0.5482	0.7404
No log	0.8	72	0.6716	0.6065	0.6716	0.8195
No log	0.8222	74	1.0048	0.5111	1.0048	1.0024
No log	0.8444	76	1.5856	0.3571	1.5856	1.2592
No log	0.8667	78	1.4329	0.4203	1.4329	1.1970
No log	0.8889	80	0.9278	0.5410	0.9278	0.9632
No log	0.9111	82	0.6340	0.7153	0.6340	0.7963
No log	0.9333	84	0.6883	0.6568	0.6883	0.8297
No log	0.9556	86	0.7077	0.6243	0.7077	0.8413
No log	0.9778	88	0.5830	0.6536	0.5830	0.7636
No log	1.0	90	0.6714	0.6561	0.6714	0.8194
No log	1.0222	92	0.7688	0.6532	0.7688	0.8768
No log	1.0444	94	0.6883	0.6661	0.6883	0.8296
No log	1.0667	96	0.6235	0.6254	0.6235	0.7896
No log	1.0889	98	0.6673	0.6348	0.6673	0.8169
No log	1.1111	100	0.6706	0.6511	0.6706	0.8189
No log	1.1333	102	0.6180	0.6901	0.6180	0.7861
No log	1.1556	104	0.6145	0.6164	0.6145	0.7839
No log	1.1778	106	0.6623	0.6080	0.6623	0.8138
No log	1.2	108	0.7050	0.5932	0.7050	0.8396
No log	1.2222	110	0.6219	0.6435	0.6219	0.7886
No log	1.2444	112	0.5795	0.6545	0.5795	0.7612
No log	1.2667	114	0.6272	0.6473	0.6272	0.7920
No log	1.2889	116	0.6686	0.6491	0.6686	0.8177
No log	1.3111	118	0.6266	0.7035	0.6266	0.7916
No log	1.3333	120	0.5743	0.6217	0.5743	0.7578
No log	1.3556	122	0.5762	0.6275	0.5762	0.7591
No log	1.3778	124	0.5828	0.6709	0.5828	0.7634
No log	1.4	126	0.6292	0.6933	0.6292	0.7932
No log	1.4222	128	0.7728	0.5472	0.7728	0.8791
No log	1.4444	130	0.8606	0.5262	0.8606	0.9277
No log	1.4667	132	0.7600	0.54	0.7600	0.8718
No log	1.4889	134	0.6824	0.6333	0.6824	0.8261
No log	1.5111	136	0.5981	0.6781	0.5981	0.7734
No log	1.5333	138	0.5694	0.6673	0.5694	0.7546
No log	1.5556	140	0.5657	0.6584	0.5657	0.7522
No log	1.5778	142	0.6204	0.6630	0.6204	0.7877
No log	1.6	144	0.7454	0.5362	0.7454	0.8634
No log	1.6222	146	0.7737	0.5809	0.7737	0.8796
No log	1.6444	148	0.6442	0.6292	0.6442	0.8026
No log	1.6667	150	0.5331	0.7063	0.5331	0.7301
No log	1.6889	152	0.5211	0.6931	0.5211	0.7219
No log	1.7111	154	0.5200	0.7324	0.5200	0.7211
No log	1.7333	156	0.5728	0.6886	0.5728	0.7569
No log	1.7556	158	0.7093	0.6372	0.7093	0.8422
No log	1.7778	160	0.7480	0.6148	0.7480	0.8649
No log	1.8	162	0.6366	0.6446	0.6366	0.7979
No log	1.8222	164	0.5391	0.7051	0.5391	0.7342
No log	1.8444	166	0.5734	0.6740	0.5734	0.7573
No log	1.8667	168	0.5870	0.6556	0.5870	0.7662
No log	1.8889	170	0.6303	0.6393	0.6303	0.7939
No log	1.9111	172	0.5393	0.6768	0.5393	0.7344
No log	1.9333	174	0.5032	0.7284	0.5032	0.7093
No log	1.9556	176	0.5553	0.7153	0.5553	0.7452
No log	1.9778	178	0.5869	0.7019	0.5869	0.7661
No log	2.0	180	0.6242	0.6819	0.6242	0.7900
No log	2.0222	182	0.6708	0.7401	0.6708	0.8190
No log	2.0444	184	0.6770	0.6981	0.6770	0.8228
No log	2.0667	186	0.6425	0.6620	0.6425	0.8016
No log	2.0889	188	0.6141	0.5748	0.6141	0.7836
No log	2.1111	190	0.7159	0.5467	0.7159	0.8461
No log	2.1333	192	0.7028	0.5480	0.7028	0.8383
No log	2.1556	194	0.6228	0.5988	0.6228	0.7892
No log	2.1778	196	0.6039	0.6546	0.6039	0.7771
No log	2.2	198	0.6560	0.6775	0.6560	0.8099
No log	2.2222	200	0.6630	0.6775	0.6630	0.8142
No log	2.2444	202	0.6865	0.6731	0.6865	0.8285
No log	2.2667	204	0.6314	0.6485	0.6314	0.7946
No log	2.2889	206	0.5759	0.6748	0.5759	0.7589
No log	2.3111	208	0.6365	0.6795	0.6365	0.7978
No log	2.3333	210	0.6186	0.6661	0.6186	0.7865
No log	2.3556	212	0.5611	0.6488	0.5611	0.7491
No log	2.3778	214	0.5715	0.6830	0.5715	0.7560
No log	2.4	216	0.6407	0.6784	0.6407	0.8004
No log	2.4222	218	0.6360	0.6842	0.6360	0.7975
No log	2.4444	220	0.5838	0.6468	0.5838	0.7641
No log	2.4667	222	0.5887	0.6244	0.5887	0.7673
No log	2.4889	224	0.5785	0.6239	0.5785	0.7606
No log	2.5111	226	0.5752	0.6405	0.5752	0.7584
No log	2.5333	228	0.6657	0.6291	0.6657	0.8159
No log	2.5556	230	0.6690	0.5856	0.6690	0.8179
No log	2.5778	232	0.6013	0.6520	0.6013	0.7754
No log	2.6	234	0.5774	0.6958	0.5774	0.7598
No log	2.6222	236	0.5865	0.6958	0.5865	0.7658
No log	2.6444	238	0.5287	0.7133	0.5287	0.7271
No log	2.6667	240	0.5107	0.6740	0.5107	0.7146
No log	2.6889	242	0.5245	0.6740	0.5245	0.7242
No log	2.7111	244	0.5141	0.7056	0.5141	0.7170
No log	2.7333	246	0.5198	0.6888	0.5198	0.7210
No log	2.7556	248	0.5685	0.6555	0.5685	0.7540
No log	2.7778	250	0.7226	0.5526	0.7226	0.8501
No log	2.8	252	0.8270	0.5159	0.8270	0.9094
No log	2.8222	254	0.7373	0.5968	0.7373	0.8587
No log	2.8444	256	0.5650	0.6764	0.5650	0.7517
No log	2.8667	258	0.5151	0.6888	0.5151	0.7177
No log	2.8889	260	0.5364	0.7184	0.5364	0.7324
No log	2.9111	262	0.5328	0.6875	0.5328	0.7299
No log	2.9333	264	0.5308	0.6805	0.5308	0.7285
No log	2.9556	266	0.5865	0.6886	0.5865	0.7659
No log	2.9778	268	0.6724	0.6061	0.6724	0.8200
No log	3.0	270	0.6355	0.6209	0.6355	0.7972
No log	3.0222	272	0.5650	0.6664	0.5650	0.7516
No log	3.0444	274	0.5390	0.6858	0.5390	0.7341
No log	3.0667	276	0.5201	0.6919	0.5201	0.7211
No log	3.0889	278	0.5209	0.7196	0.5209	0.7217
No log	3.1111	280	0.5521	0.6962	0.5521	0.7431
No log	3.1333	282	0.6051	0.6775	0.6051	0.7779
No log	3.1556	284	0.6961	0.6301	0.6961	0.8344
No log	3.1778	286	0.6816	0.6669	0.6816	0.8256
No log	3.2	288	0.6203	0.6748	0.6203	0.7876
No log	3.2222	290	0.6240	0.6195	0.6240	0.7899
No log	3.2444	292	0.6224	0.5656	0.6224	0.7889
No log	3.2667	294	0.6549	0.4867	0.6549	0.8093
No log	3.2889	296	0.6542	0.4987	0.6542	0.8088
No log	3.3111	298	0.6328	0.6133	0.6328	0.7955
No log	3.3333	300	0.5889	0.6498	0.5889	0.7674
No log	3.3556	302	0.5697	0.6788	0.5697	0.7548
No log	3.3778	304	0.5610	0.6788	0.5610	0.7490
No log	3.4	306	0.5542	0.6689	0.5542	0.7445
No log	3.4222	308	0.5710	0.6748	0.5710	0.7556
No log	3.4444	310	0.6287	0.6609	0.6287	0.7929
No log	3.4667	312	0.6290	0.6639	0.6290	0.7931
No log	3.4889	314	0.5670	0.6491	0.5670	0.7530
No log	3.5111	316	0.5366	0.6888	0.5366	0.7325
No log	3.5333	318	0.5430	0.6658	0.5430	0.7369
No log	3.5556	320	0.5371	0.6555	0.5371	0.7328
No log	3.5778	322	0.5202	0.7056	0.5202	0.7212
No log	3.6	324	0.5560	0.7057	0.5560	0.7456
No log	3.6222	326	0.6674	0.6842	0.6674	0.8170
No log	3.6444	328	0.6845	0.6749	0.6845	0.8273
No log	3.6667	330	0.6083	0.7208	0.6083	0.7800
No log	3.6889	332	0.5556	0.7012	0.5556	0.7454
No log	3.7111	334	0.5642	0.6988	0.5642	0.7512
No log	3.7333	336	0.6003	0.6396	0.6003	0.7748
No log	3.7556	338	0.6550	0.5466	0.6550	0.8093
No log	3.7778	340	0.6452	0.5888	0.6452	0.8033
No log	3.8	342	0.5652	0.6491	0.5652	0.7518
No log	3.8222	344	0.5372	0.6932	0.5372	0.7330
No log	3.8444	346	0.5382	0.6903	0.5382	0.7336
No log	3.8667	348	0.5350	0.7012	0.5350	0.7314
No log	3.8889	350	0.5952	0.7214	0.5952	0.7715
No log	3.9111	352	0.6036	0.7353	0.6036	0.7769
No log	3.9333	354	0.6011	0.7259	0.6011	0.7753
No log	3.9556	356	0.5495	0.7012	0.5495	0.7413
No log	3.9778	358	0.5385	0.7003	0.5385	0.7338
No log	4.0	360	0.5377	0.6838	0.5377	0.7333
No log	4.0222	362	0.5301	0.7056	0.5301	0.7281
No log	4.0444	364	0.5599	0.6969	0.5599	0.7482
No log	4.0667	366	0.6449	0.7122	0.6449	0.8031
No log	4.0889	368	0.6707	0.7029	0.6707	0.8190
No log	4.1111	370	0.6624	0.6154	0.6624	0.8139
No log	4.1333	372	0.5831	0.6846	0.5831	0.7636
No log	4.1556	374	0.5514	0.6888	0.5514	0.7426
No log	4.1778	376	0.5557	0.6753	0.5557	0.7455
No log	4.2	378	0.5858	0.6396	0.5858	0.7654
No log	4.2222	380	0.6529	0.5718	0.6529	0.8080
No log	4.2444	382	0.6547	0.5697	0.6547	0.8091
No log	4.2667	384	0.5894	0.6282	0.5894	0.7678
No log	4.2889	386	0.5366	0.6753	0.5366	0.7325
No log	4.3111	388	0.5337	0.6672	0.5337	0.7305
No log	4.3333	390	0.5185	0.7012	0.5185	0.7201
No log	4.3556	392	0.5164	0.6949	0.5164	0.7186
No log	4.3778	394	0.5302	0.7206	0.5302	0.7282
No log	4.4	396	0.5127	0.7238	0.5127	0.7160
No log	4.4222	398	0.5127	0.7171	0.5127	0.7160
No log	4.4444	400	0.5293	0.6888	0.5293	0.7275
No log	4.4667	402	0.5508	0.6370	0.5508	0.7422
No log	4.4889	404	0.5575	0.6133	0.5575	0.7467
No log	4.5111	406	0.5728	0.6350	0.5728	0.7568
No log	4.5333	408	0.5532	0.6539	0.5532	0.7438
No log	4.5556	410	0.5551	0.6500	0.5551	0.7451
No log	4.5778	412	0.5372	0.6500	0.5372	0.7330
No log	4.6	414	0.5162	0.6291	0.5162	0.7185
No log	4.6222	416	0.5171	0.6482	0.5171	0.7191
No log	4.6444	418	0.5028	0.6356	0.5028	0.7091
No log	4.6667	420	0.5389	0.6482	0.5389	0.7341
No log	4.6889	422	0.5613	0.6578	0.5613	0.7492
No log	4.7111	424	0.5743	0.6578	0.5743	0.7578
No log	4.7333	426	0.6091	0.6455	0.6091	0.7805
No log	4.7556	428	0.6213	0.6420	0.6213	0.7882
No log	4.7778	430	0.5233	0.6614	0.5233	0.7234
No log	4.8	432	0.4795	0.6788	0.4795	0.6924
No log	4.8222	434	0.4828	0.6958	0.4828	0.6948
No log	4.8444	436	0.4810	0.6597	0.4810	0.6935
No log	4.8667	438	0.5351	0.6500	0.5351	0.7315
No log	4.8889	440	0.5981	0.6464	0.5981	0.7734
No log	4.9111	442	0.5905	0.6422	0.5905	0.7684
No log	4.9333	444	0.5352	0.6788	0.5352	0.7316
No log	4.9556	446	0.5136	0.7316	0.5136	0.7167
No log	4.9778	448	0.5202	0.7284	0.5202	0.7213
No log	5.0	450	0.5244	0.7284	0.5244	0.7242
No log	5.0222	452	0.5194	0.7171	0.5194	0.7207
No log	5.0444	454	0.5425	0.6701	0.5425	0.7366
No log	5.0667	456	0.5806	0.5822	0.5806	0.7620
No log	5.0889	458	0.6042	0.5822	0.6042	0.7773
No log	5.1111	460	0.6352	0.5218	0.6352	0.7970
No log	5.1333	462	0.6658	0.5598	0.6658	0.8160
No log	5.1556	464	0.6713	0.5561	0.6713	0.8193
No log	5.1778	466	0.6185	0.5788	0.6185	0.7865
No log	5.2	468	0.5723	0.6207	0.5723	0.7565
No log	5.2222	470	0.5552	0.6572	0.5552	0.7451
No log	5.2444	472	0.5484	0.6364	0.5484	0.7406
No log	5.2667	474	0.5633	0.6175	0.5633	0.7505
No log	5.2889	476	0.5768	0.5722	0.5768	0.7595
No log	5.3111	478	0.6473	0.5788	0.6473	0.8046
No log	5.3333	480	0.7269	0.5644	0.7269	0.8526
No log	5.3556	482	0.7020	0.5644	0.7020	0.8378
No log	5.3778	484	0.6216	0.5811	0.6216	0.7884
No log	5.4	486	0.5925	0.6221	0.5925	0.7697
No log	5.4222	488	0.5840	0.5509	0.5840	0.7642
No log	5.4444	490	0.5620	0.5983	0.5620	0.7496
No log	5.4667	492	0.5577	0.6320	0.5577	0.7468
No log	5.4889	494	0.5698	0.6415	0.5698	0.7548
No log	5.5111	496	0.6100	0.5729	0.6100	0.7811
No log	5.5333	498	0.7115	0.5766	0.7115	0.8435
0.2727	5.5556	500	0.7322	0.5766	0.7322	0.8557
0.2727	5.5778	502	0.6801	0.6221	0.6801	0.8247
0.2727	5.6	504	0.6220	0.5758	0.6220	0.7887
0.2727	5.6222	506	0.5825	0.6150	0.5825	0.7632
0.2727	5.6444	508	0.5557	0.6032	0.5557	0.7454
0.2727	5.6667	510	0.5276	0.6517	0.5276	0.7264
0.2727	5.6889	512	0.5055	0.6720	0.5055	0.7110
0.2727	5.7111	514	0.5187	0.6860	0.5187	0.7202
0.2727	5.7333	516	0.5597	0.7013	0.5597	0.7481
0.2727	5.7556	518	0.6235	0.7050	0.6235	0.7896
0.2727	5.7778	520	0.6285	0.5668	0.6285	0.7928
0.2727	5.8	522	0.5972	0.5933	0.5972	0.7728
0.2727	5.8222	524	0.5947	0.6053	0.5947	0.7712
0.2727	5.8444	526	0.5904	0.6310	0.5904	0.7684
0.2727	5.8667	528	0.5782	0.6502	0.5782	0.7604
0.2727	5.8889	530	0.5276	0.6584	0.5276	0.7264
0.2727	5.9111	532	0.5062	0.6433	0.5062	0.7115
0.2727	5.9333	534	0.5027	0.6658	0.5027	0.7090
0.2727	5.9556	536	0.5227	0.6424	0.5227	0.7230
0.2727	5.9778	538	0.5309	0.6528	0.5309	0.7286
0.2727	6.0	540	0.5335	0.6424	0.5335	0.7304
0.2727	6.0222	542	0.5633	0.6370	0.5633	0.7505
0.2727	6.0444	544	0.6044	0.6221	0.6044	0.7774
0.2727	6.0667	546	0.6243	0.6157	0.6243	0.7901
0.2727	6.0889	548	0.6115	0.6157	0.6115	0.7820
0.2727	6.1111	550	0.6157	0.6157	0.6157	0.7846
0.2727	6.1333	552	0.5816	0.6352	0.5816	0.7626
0.2727	6.1556	554	0.5603	0.6473	0.5603	0.7485
0.2727	6.1778	556	0.5414	0.6641	0.5414	0.7358
0.2727	6.2	558	0.5323	0.6896	0.5323	0.7296
0.2727	6.2222	560	0.5325	0.6896	0.5325	0.7297
0.2727	6.2444	562	0.5463	0.6896	0.5463	0.7391
0.2727	6.2667	564	0.5856	0.6025	0.5856	0.7653
0.2727	6.2889	566	0.6317	0.5572	0.6317	0.7948
0.2727	6.3111	568	0.6359	0.4995	0.6359	0.7974
0.2727	6.3333	570	0.6074	0.5386	0.6074	0.7794
0.2727	6.3556	572	0.5863	0.6498	0.5863	0.7657
0.2727	6.3778	574	0.5834	0.6602	0.5834	0.7638
0.2727	6.4	576	0.6089	0.6547	0.6089	0.7803
0.2727	6.4222	578	0.6482	0.6179	0.6482	0.8051
0.2727	6.4444	580	0.6667	0.5279	0.6667	0.8165
0.2727	6.4667	582	0.6327	0.5585	0.6327	0.7954
0.2727	6.4889	584	0.6122	0.5771	0.6122	0.7824
0.2727	6.5111	586	0.6164	0.5746	0.6164	0.7851
0.2727	6.5333	588	0.6364	0.6043	0.6364	0.7977
0.2727	6.5556	590	0.6122	0.6043	0.6122	0.7824
0.2727	6.5778	592	0.5797	0.5886	0.5797	0.7614
0.2727	6.6	594	0.5605	0.6307	0.5605	0.7486
0.2727	6.6222	596	0.5574	0.6606	0.5574	0.7466
0.2727	6.6444	598	0.5676	0.6417	0.5676	0.7534
0.2727	6.6667	600	0.5664	0.6219	0.5664	0.7526
0.2727	6.6889	602	0.5592	0.6427	0.5592	0.7478
0.2727	6.7111	604	0.5501	0.6427	0.5501	0.7417
0.2727	6.7333	606	0.5452	0.6616	0.5452	0.7384
0.2727	6.7556	608	0.5494	0.6616	0.5494	0.7412
0.2727	6.7778	610	0.5830	0.6903	0.5830	0.7636
0.2727	6.8	612	0.5944	0.6417	0.5944	0.7710
0.2727	6.8222	614	0.6024	0.6209	0.6024	0.7761
0.2727	6.8444	616	0.6009	0.6597	0.6009	0.7752
0.2727	6.8667	618	0.5647	0.6762	0.5647	0.7514
0.2727	6.8889	620	0.5506	0.6947	0.5506	0.7421
0.2727	6.9111	622	0.5538	0.6947	0.5538	0.7442
0.2727	6.9333	624	0.5802	0.6610	0.5802	0.7617
0.2727	6.9556	626	0.6143	0.6102	0.6143	0.7838
0.2727	6.9778	628	0.6603	0.6231	0.6603	0.8126
0.2727	7.0	630	0.6565	0.6062	0.6565	0.8102
0.2727	7.0222	632	0.6416	0.5877	0.6416	0.8010
0.2727	7.0444	634	0.6517	0.5877	0.6517	0.8073
0.2727	7.0667	636	0.6659	0.5676	0.6659	0.8160
0.2727	7.0889	638	0.6859	0.5777	0.6859	0.8282
0.2727	7.1111	640	0.6498	0.6395	0.6498	0.8061
0.2727	7.1333	642	0.5907	0.6177	0.5907	0.7686
0.2727	7.1556	644	0.5576	0.6770	0.5576	0.7467
0.2727	7.1778	646	0.5390	0.6689	0.5390	0.7342
0.2727	7.2	648	0.5286	0.6729	0.5286	0.7270
0.2727	7.2222	650	0.5231	0.6689	0.5231	0.7232
0.2727	7.2444	652	0.5394	0.6602	0.5394	0.7344
0.2727	7.2667	654	0.5599	0.6704	0.5599	0.7483
0.2727	7.2889	656	0.5668	0.6519	0.5668	0.7529
0.2727	7.3111	658	0.5884	0.6133	0.5884	0.7671
0.2727	7.3333	660	0.5972	0.5666	0.5972	0.7728
0.2727	7.3556	662	0.5808	0.6133	0.5808	0.7621
0.2727	7.3778	664	0.5951	0.5844	0.5951	0.7714
0.2727	7.4	666	0.6179	0.5844	0.6179	0.7861
0.2727	7.4222	668	0.6305	0.5844	0.6305	0.7941
0.2727	7.4444	670	0.6210	0.6395	0.6210	0.7880
0.2727	7.4667	672	0.5862	0.5844	0.5862	0.7656
0.2727	7.4889	674	0.5501	0.6962	0.5501	0.7417
0.2727	7.5111	676	0.5357	0.6173	0.5357	0.7319
0.2727	7.5333	678	0.5377	0.6173	0.5377	0.7333
0.2727	7.5556	680	0.5449	0.6173	0.5449	0.7382
0.2727	7.5778	682	0.5563	0.6805	0.5563	0.7458
0.2727	7.6	684	0.5682	0.6597	0.5682	0.7538
0.2727	7.6222	686	0.5945	0.6157	0.5945	0.7710
0.2727	7.6444	688	0.5771	0.6157	0.5771	0.7597
0.2727	7.6667	690	0.5426	0.6833	0.5426	0.7366
0.2727	7.6889	692	0.5307	0.6777	0.5307	0.7285
0.2727	7.7111	694	0.5198	0.7139	0.5198	0.7210
0.2727	7.7333	696	0.5176	0.6846	0.5176	0.7194
0.2727	7.7556	698	0.5235	0.6805	0.5235	0.7235
0.2727	7.7778	700	0.5458	0.6805	0.5458	0.7388
0.2727	7.8	702	0.5795	0.6397	0.5795	0.7613
0.2727	7.8222	704	0.5871	0.6430	0.5871	0.7662
0.2727	7.8444	706	0.5636	0.6057	0.5636	0.7507
0.2727	7.8667	708	0.5511	0.6207	0.5511	0.7423
0.2727	7.8889	710	0.5655	0.6057	0.5655	0.7520
0.2727	7.9111	712	0.5952	0.6537	0.5952	0.7715
0.2727	7.9333	714	0.6738	0.5927	0.6738	0.8208
0.2727	7.9556	716	0.7207	0.5572	0.7207	0.8489
0.2727	7.9778	718	0.6976	0.5902	0.6976	0.8352
0.2727	8.0	720	0.6324	0.6157	0.6324	0.7952
0.2727	8.0222	722	0.5579	0.6745	0.5579	0.7470
0.2727	8.0444	724	0.5181	0.6813	0.5181	0.7198
0.2727	8.0667	726	0.5136	0.7041	0.5136	0.7167
0.2727	8.0889	728	0.5066	0.7147	0.5066	0.7118
0.2727	8.1111	730	0.5101	0.6866	0.5101	0.7142
0.2727	8.1333	732	0.5473	0.6634	0.5473	0.7398
0.2727	8.1556	734	0.5816	0.6446	0.5816	0.7626
0.2727	8.1778	736	0.5918	0.6555	0.5918	0.7693
0.2727	8.2	738	0.5620	0.6658	0.5620	0.7497
0.2727	8.2222	740	0.5443	0.6813	0.5443	0.7377
0.2727	8.2444	742	0.5407	0.7147	0.5407	0.7353
0.2727	8.2667	744	0.5434	0.6813	0.5434	0.7372
0.2727	8.2889	746	0.5497	0.6850	0.5497	0.7414
0.2727	8.3111	748	0.5653	0.6332	0.5653	0.7518
0.2727	8.3333	750	0.6092	0.5455	0.6092	0.7805
0.2727	8.3556	752	0.6280	0.5546	0.6280	0.7925
0.2727	8.3778	754	0.5775	0.6133	0.5775	0.7600
0.2727	8.4	756	0.5324	0.7477	0.5324	0.7297
0.2727	8.4222	758	0.5347	0.7319	0.5347	0.7312
0.2727	8.4444	760	0.5577	0.7009	0.5577	0.7468
0.2727	8.4667	762	0.5456	0.7172	0.5456	0.7386
0.2727	8.4889	764	0.5290	0.7377	0.5290	0.7273
0.2727	8.5111	766	0.5337	0.7366	0.5337	0.7306
0.2727	8.5333	768	0.5779	0.6296	0.5779	0.7602
0.2727	8.5556	770	0.5741	0.6118	0.5741	0.7577
0.2727	8.5778	772	0.5394	0.6664	0.5394	0.7345
0.2727	8.6	774	0.5191	0.6824	0.5191	0.7205
0.2727	8.6222	776	0.5328	0.7049	0.5328	0.7299
0.2727	8.6444	778	0.5721	0.6742	0.5721	0.7564
0.2727	8.6667	780	0.5519	0.7193	0.5519	0.7429
0.2727	8.6889	782	0.5013	0.7329	0.5013	0.7080
0.2727	8.7111	784	0.4881	0.7417	0.4881	0.6986
0.2727	8.7333	786	0.5203	0.7113	0.5203	0.7213
0.2727	8.7556	788	0.5542	0.6656	0.5542	0.7445
0.2727	8.7778	790	0.5892	0.5710	0.5892	0.7676
0.2727	8.8	792	0.6214	0.4973	0.6214	0.7883
0.2727	8.8222	794	0.6310	0.5334	0.6310	0.7944
0.2727	8.8444	796	0.5989	0.5565	0.5989	0.7739
0.2727	8.8667	798	0.5825	0.6177	0.5825	0.7632
0.2727	8.8889	800	0.5254	0.6838	0.5254	0.7248
0.2727	8.9111	802	0.4868	0.7168	0.4868	0.6977
0.2727	8.9333	804	0.4917	0.7285	0.4917	0.7012
0.2727	8.9556	806	0.5035	0.7191	0.5035	0.7096
0.2727	8.9778	808	0.5062	0.6858	0.5062	0.7115
0.2727	9.0	810	0.5102	0.7007	0.5102	0.7143
0.2727	9.0222	812	0.5343	0.6903	0.5343	0.7310
0.2727	9.0444	814	0.5867	0.6325	0.5867	0.7660
0.2727	9.0667	816	0.6267	0.5534	0.6267	0.7917
0.2727	9.0889	818	0.6188	0.5798	0.6188	0.7866
0.2727	9.1111	820	0.5909	0.6359	0.5909	0.7687
0.2727	9.1333	822	0.5706	0.6128	0.5706	0.7554
0.2727	9.1556	824	0.5562	0.6128	0.5562	0.7458
0.2727	9.1778	826	0.5390	0.6296	0.5390	0.7342
0.2727	9.2	828	0.5386	0.6262	0.5386	0.7339
0.2727	9.2222	830	0.5377	0.6296	0.5377	0.7333
0.2727	9.2444	832	0.5455	0.6186	0.5455	0.7386
0.2727	9.2667	834	0.5691	0.6518	0.5691	0.7544
0.2727	9.2889	836	0.5746	0.6445	0.5746	0.7580
0.2727	9.3111	838	0.5795	0.6435	0.5795	0.7613
0.2727	9.3333	840	0.5873	0.6311	0.5873	0.7663
0.2727	9.3556	842	0.6054	0.6255	0.6054	0.7780
0.2727	9.3778	844	0.6015	0.6255	0.6015	0.7756
0.2727	9.4	846	0.5811	0.6311	0.5811	0.7623
0.2727	9.4222	848	0.5823	0.6322	0.5823	0.7631
0.2727	9.4444	850	0.5646	0.6445	0.5646	0.7514
0.2727	9.4667	852	0.5348	0.6407	0.5348	0.7313
0.2727	9.4889	854	0.5200	0.6417	0.5200	0.7211
0.2727	9.5111	856	0.5269	0.6307	0.5269	0.7259
0.2727	9.5333	858	0.5483	0.6343	0.5483	0.7404
0.2727	9.5556	860	0.5667	0.5783	0.5667	0.7528
0.2727	9.5778	862	0.5713	0.6254	0.5713	0.7559
0.2727	9.6	864	0.5824	0.6128	0.5824	0.7631
0.2727	9.6222	866	0.6063	0.6322	0.6063	0.7787
0.2727	9.6444	868	0.6141	0.6397	0.6141	0.7836
0.2727	9.6667	870	0.6249	0.6276	0.6249	0.7905
0.2727	9.6889	872	0.6684	0.5442	0.6684	0.8175
0.2727	9.7111	874	0.6774	0.5183	0.6774	0.8230
0.2727	9.7333	876	0.6373	0.5986	0.6373	0.7983
0.2727	9.7556	878	0.6030	0.6014	0.6030	0.7766
0.2727	9.7778	880	0.5686	0.6833	0.5686	0.7541
0.2727	9.8	882	0.5516	0.6850	0.5516	0.7427
0.2727	9.8222	884	0.5503	0.7025	0.5503	0.7418
0.2727	9.8444	886	0.5676	0.6557	0.5676	0.7534
0.2727	9.8667	888	0.5838	0.5959	0.5838	0.7640
0.2727	9.8889	890	0.5947	0.5959	0.5947	0.7711
0.2727	9.9111	892	0.6038	0.5774	0.6038	0.7771
0.2727	9.9333	894	0.6145	0.5774	0.6145	0.7839
0.2727	9.9556	896	0.5889	0.5949	0.5889	0.7674
0.2727	9.9778	898	0.5775	0.6445	0.5775	0.7599
0.2727	10.0	900	0.5568	0.6445	0.5568	0.7462
0.2727	10.0222	902	0.5323	0.6648	0.5323	0.7296
0.2727	10.0444	904	0.5153	0.7305	0.5153	0.7178
0.2727	10.0667	906	0.5194	0.7527	0.5194	0.7207
0.2727	10.0889	908	0.5232	0.7305	0.5232	0.7233
0.2727	10.1111	910	0.5199	0.7132	0.5199	0.7211
0.2727	10.1333	912	0.5187	0.7132	0.5187	0.7202
0.2727	10.1556	914	0.5319	0.6566	0.5319	0.7293
0.2727	10.1778	916	0.5448	0.6606	0.5448	0.7381
0.2727	10.2	918	0.5536	0.6407	0.5536	0.7441
0.2727	10.2222	920	0.5561	0.6032	0.5561	0.7457
0.2727	10.2444	922	0.5603	0.5796	0.5603	0.7485
0.2727	10.2667	924	0.5528	0.5796	0.5528	0.7435
0.2727	10.2889	926	0.5402	0.6254	0.5402	0.7350
0.2727	10.3111	928	0.5380	0.6606	0.5380	0.7335
0.2727	10.3333	930	0.5695	0.6405	0.5695	0.7547
0.2727	10.3556	932	0.5916	0.6584	0.5916	0.7692
0.2727	10.3778	934	0.5848	0.6291	0.5848	0.7648
0.2727	10.4	936	0.5616	0.6557	0.5616	0.7494
0.2727	10.4222	938	0.5430	0.6445	0.5430	0.7369
0.2727	10.4444	940	0.5288	0.6380	0.5288	0.7272
0.2727	10.4667	942	0.5231	0.6588	0.5231	0.7232
0.2727	10.4889	944	0.5252	0.6456	0.5252	0.7247
0.2727	10.5111	946	0.5886	0.6241	0.5886	0.7672
0.2727	10.5333	948	0.7645	0.5918	0.7645	0.8743
0.2727	10.5556	950	0.9039	0.5170	0.9039	0.9507
0.2727	10.5778	952	0.9122	0.4982	0.9122	0.9551
0.2727	10.6	954	0.8248	0.5417	0.8248	0.9082
0.2727	10.6222	956	0.7398	0.5358	0.7398	0.8601
0.2727	10.6444	958	0.6923	0.5433	0.6923	0.8320

Framework versions

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