ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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: 0.6039
• Qwk: 0.5785
• Mse: 0.6039
• Rmse: 0.7771

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	0.1176	2	3.9401	-0.0257	3.9401	1.9850
No log	0.2353	4	2.1705	0.0631	2.1705	1.4733
No log	0.3529	6	1.3299	0.0370	1.3299	1.1532
No log	0.4706	8	1.1078	0.2981	1.1078	1.0525
No log	0.5882	10	1.1791	0.0576	1.1791	1.0859
No log	0.7059	12	1.2837	-0.0463	1.2837	1.1330
No log	0.8235	14	1.5373	-0.0777	1.5373	1.2399
No log	0.9412	16	1.8794	0.0414	1.8794	1.3709
No log	1.0588	18	1.9034	0.0073	1.9034	1.3796
No log	1.1765	20	1.4263	0.0484	1.4263	1.1943
No log	1.2941	22	1.2116	0.1631	1.2116	1.1007
No log	1.4118	24	1.1631	0.1631	1.1631	1.0785
No log	1.5294	26	1.3188	0.1113	1.3188	1.1484
No log	1.6471	28	1.4325	0.1309	1.4325	1.1969
No log	1.7647	30	1.1989	0.1031	1.1989	1.0949
No log	1.8824	32	1.1369	0.1764	1.1369	1.0663
No log	2.0	34	1.0867	0.2462	1.0867	1.0424
No log	2.1176	36	0.9760	0.3392	0.9760	0.9879
No log	2.2353	38	0.8688	0.4547	0.8688	0.9321
No log	2.3529	40	0.8509	0.4417	0.8509	0.9224
No log	2.4706	42	0.9601	0.3269	0.9601	0.9799
No log	2.5882	44	1.2152	0.2942	1.2152	1.1024
No log	2.7059	46	1.2940	0.3082	1.2940	1.1376
No log	2.8235	48	1.0091	0.3865	1.0091	1.0045
No log	2.9412	50	0.7387	0.5759	0.7387	0.8595
No log	3.0588	52	0.8210	0.4973	0.8210	0.9061
No log	3.1765	54	0.8168	0.4487	0.8168	0.9038
No log	3.2941	56	0.6829	0.5582	0.6829	0.8264
No log	3.4118	58	0.9722	0.4796	0.9722	0.9860
No log	3.5294	60	1.2809	0.3083	1.2809	1.1318
No log	3.6471	62	1.0914	0.4300	1.0914	1.0447
No log	3.7647	64	0.7309	0.5650	0.7309	0.8549
No log	3.8824	66	0.9693	0.4994	0.9693	0.9845
No log	4.0	68	1.1784	0.3849	1.1784	1.0855
No log	4.1176	70	0.9972	0.4994	0.9972	0.9986
No log	4.2353	72	0.7571	0.5545	0.7571	0.8701
No log	4.3529	74	0.8636	0.4613	0.8636	0.9293
No log	4.4706	76	0.9569	0.4854	0.9569	0.9782
No log	4.5882	78	0.9068	0.4946	0.9068	0.9522
No log	4.7059	80	0.8248	0.5661	0.8248	0.9082
No log	4.8235	82	0.8163	0.5149	0.8163	0.9035
No log	4.9412	84	0.8439	0.5532	0.8439	0.9187
No log	5.0588	86	0.8880	0.5132	0.8880	0.9424
No log	5.1765	88	0.7703	0.4776	0.7703	0.8776
No log	5.2941	90	0.7397	0.5890	0.7397	0.8601
No log	5.4118	92	0.7557	0.5450	0.7557	0.8693
No log	5.5294	94	0.7248	0.5994	0.7248	0.8514
No log	5.6471	96	0.8753	0.4480	0.8753	0.9356
No log	5.7647	98	0.8575	0.4476	0.8575	0.9260
No log	5.8824	100	0.7343	0.5315	0.7343	0.8569
No log	6.0	102	0.9201	0.4340	0.9201	0.9592
No log	6.1176	104	0.8924	0.4578	0.8924	0.9447
No log	6.2353	106	0.7246	0.5188	0.7246	0.8512
No log	6.3529	108	0.8208	0.4953	0.8208	0.9060
No log	6.4706	110	0.7679	0.5102	0.7679	0.8763
No log	6.5882	112	0.7258	0.6035	0.7258	0.8519
No log	6.7059	114	0.9754	0.5455	0.9754	0.9876
No log	6.8235	116	0.9377	0.5705	0.9377	0.9684
No log	6.9412	118	0.7410	0.5837	0.7410	0.8608
No log	7.0588	120	0.7373	0.5839	0.7373	0.8587
No log	7.1765	122	0.7796	0.5936	0.7796	0.8830
No log	7.2941	124	0.8971	0.5160	0.8971	0.9472
No log	7.4118	126	0.8542	0.5348	0.8542	0.9242
No log	7.5294	128	0.7243	0.5726	0.7243	0.8510
No log	7.6471	130	0.7102	0.6018	0.7102	0.8427
No log	7.7647	132	0.7832	0.5062	0.7832	0.8850
No log	7.8824	134	0.8126	0.5444	0.8126	0.9014
No log	8.0	136	0.7588	0.4890	0.7588	0.8711
No log	8.1176	138	0.7608	0.6070	0.7608	0.8722
No log	8.2353	140	0.7838	0.5866	0.7838	0.8853
No log	8.3529	142	0.7410	0.5884	0.7410	0.8608
No log	8.4706	144	0.7292	0.5643	0.7292	0.8539
No log	8.5882	146	0.7169	0.5884	0.7169	0.8467
No log	8.7059	148	0.7077	0.5895	0.7077	0.8413
No log	8.8235	150	0.6910	0.5784	0.6910	0.8313
No log	8.9412	152	0.6995	0.6118	0.6995	0.8364
No log	9.0588	154	0.7056	0.6118	0.7056	0.8400
No log	9.1765	156	0.6774	0.6022	0.6774	0.8230
No log	9.2941	158	0.7188	0.5748	0.7188	0.8478
No log	9.4118	160	0.7081	0.5518	0.7081	0.8415
No log	9.5294	162	0.6765	0.6196	0.6765	0.8225
No log	9.6471	164	0.6961	0.6129	0.6961	0.8343
No log	9.7647	166	0.7017	0.5702	0.7017	0.8377
No log	9.8824	168	0.6860	0.5909	0.6860	0.8283
No log	10.0	170	0.7031	0.5940	0.7031	0.8385
No log	10.1176	172	0.7106	0.5326	0.7106	0.8429
No log	10.2353	174	0.6815	0.5314	0.6815	0.8255
No log	10.3529	176	0.6700	0.5614	0.6700	0.8186
No log	10.4706	178	0.6700	0.5523	0.6700	0.8185
No log	10.5882	180	0.6762	0.4849	0.6762	0.8223
No log	10.7059	182	0.6511	0.6249	0.6511	0.8069
No log	10.8235	184	0.6437	0.5919	0.6437	0.8023
No log	10.9412	186	0.6693	0.6115	0.6693	0.8181
No log	11.0588	188	0.6668	0.6115	0.6668	0.8166
No log	11.1765	190	0.6628	0.5884	0.6628	0.8141
No log	11.2941	192	0.6676	0.6001	0.6676	0.8170
No log	11.4118	194	0.7269	0.5740	0.7269	0.8526
No log	11.5294	196	0.7570	0.6021	0.7570	0.8701
No log	11.6471	198	0.7117	0.5909	0.7117	0.8436
No log	11.7647	200	0.6822	0.6249	0.6822	0.8260
No log	11.8824	202	0.6735	0.6144	0.6735	0.8207
No log	12.0	204	0.6629	0.6227	0.6629	0.8142
No log	12.1176	206	0.6730	0.5830	0.6730	0.8204
No log	12.2353	208	0.6703	0.5830	0.6703	0.8187
No log	12.3529	210	0.6473	0.6022	0.6473	0.8045
No log	12.4706	212	0.6721	0.6015	0.6721	0.8198
No log	12.5882	214	0.6578	0.6115	0.6578	0.8111
No log	12.7059	216	0.6550	0.6051	0.6550	0.8093
No log	12.8235	218	0.6903	0.5869	0.6903	0.8309
No log	12.9412	220	0.7516	0.5840	0.7516	0.8669
No log	13.0588	222	0.6955	0.5565	0.6955	0.8339
No log	13.1765	224	0.6481	0.6320	0.6481	0.8050
No log	13.2941	226	0.6335	0.6206	0.6335	0.7959
No log	13.4118	228	0.6329	0.6320	0.6329	0.7956
No log	13.5294	230	0.6979	0.6296	0.6979	0.8354
No log	13.6471	232	0.7783	0.5830	0.7783	0.8822
No log	13.7647	234	0.7694	0.6004	0.7694	0.8772
No log	13.8824	236	0.6780	0.6110	0.6780	0.8234
No log	14.0	238	0.6668	0.6421	0.6668	0.8166
No log	14.1176	240	0.6584	0.6006	0.6584	0.8114
No log	14.2353	242	0.6566	0.6235	0.6566	0.8103
No log	14.3529	244	0.6529	0.6235	0.6529	0.8080
No log	14.4706	246	0.6864	0.5968	0.6864	0.8285
No log	14.5882	248	0.6993	0.6529	0.6993	0.8363
No log	14.7059	250	0.6599	0.6133	0.6599	0.8124
No log	14.8235	252	0.6396	0.6217	0.6396	0.7997
No log	14.9412	254	0.6501	0.6301	0.6501	0.8063
No log	15.0588	256	0.7284	0.6029	0.7284	0.8535
No log	15.1765	258	0.7752	0.6145	0.7752	0.8805
No log	15.2941	260	0.7506	0.6252	0.7506	0.8664
No log	15.4118	262	0.7021	0.5940	0.7021	0.8379
No log	15.5294	264	0.6702	0.5895	0.6702	0.8186
No log	15.6471	266	0.7062	0.5940	0.7062	0.8404
No log	15.7647	268	0.7015	0.5312	0.7015	0.8376
No log	15.8824	270	0.6856	0.5820	0.6856	0.8280
No log	16.0	272	0.7666	0.5835	0.7666	0.8756
No log	16.1176	274	0.8819	0.5306	0.8819	0.9391
No log	16.2353	276	0.8706	0.5318	0.8706	0.9331
No log	16.3529	278	0.7553	0.5607	0.7553	0.8691
No log	16.4706	280	0.7210	0.5684	0.7210	0.8491
No log	16.5882	282	0.8189	0.4912	0.8189	0.9049
No log	16.7059	284	0.8745	0.4196	0.8745	0.9352
No log	16.8235	286	0.8029	0.5018	0.8029	0.8960
No log	16.9412	288	0.7050	0.5610	0.7050	0.8396
No log	17.0588	290	0.7029	0.5954	0.7029	0.8384
No log	17.1765	292	0.7567	0.6064	0.7567	0.8699
No log	17.2941	294	0.7441	0.5885	0.7441	0.8626
No log	17.4118	296	0.7235	0.5314	0.7235	0.8506
No log	17.5294	298	0.7275	0.5111	0.7275	0.8529
No log	17.6471	300	0.7560	0.5699	0.7560	0.8695
No log	17.7647	302	0.7972	0.5666	0.7972	0.8928
No log	17.8824	304	0.7776	0.5487	0.7776	0.8818
No log	18.0	306	0.7374	0.5798	0.7374	0.8587
No log	18.1176	308	0.6993	0.5909	0.6993	0.8363
No log	18.2353	310	0.6715	0.5773	0.6715	0.8195
No log	18.3529	312	0.6737	0.5830	0.6737	0.8208
No log	18.4706	314	0.6616	0.5830	0.6616	0.8134
No log	18.5882	316	0.6587	0.5830	0.6587	0.8116
No log	18.7059	318	0.6554	0.5693	0.6554	0.8096
No log	18.8235	320	0.6565	0.5985	0.6565	0.8102
No log	18.9412	322	0.6526	0.5985	0.6526	0.8078
No log	19.0588	324	0.6538	0.6207	0.6538	0.8086
No log	19.1765	326	0.6724	0.6187	0.6724	0.8200
No log	19.2941	328	0.6586	0.5682	0.6586	0.8116
No log	19.4118	330	0.6567	0.5313	0.6567	0.8104
No log	19.5294	332	0.6888	0.5326	0.6888	0.8299
No log	19.6471	334	0.6634	0.5434	0.6634	0.8145
No log	19.7647	336	0.6550	0.5434	0.6550	0.8093
No log	19.8824	338	0.6528	0.5409	0.6528	0.8079
No log	20.0	340	0.6495	0.6046	0.6495	0.8059
No log	20.1176	342	0.6649	0.6199	0.6649	0.8154
No log	20.2353	344	0.6528	0.5880	0.6528	0.8080
No log	20.3529	346	0.6348	0.6262	0.6348	0.7968
No log	20.4706	348	0.6337	0.6262	0.6337	0.7960
No log	20.5882	350	0.6320	0.6262	0.6320	0.7950
No log	20.7059	352	0.6477	0.6014	0.6477	0.8048
No log	20.8235	354	0.6700	0.6305	0.6700	0.8185
No log	20.9412	356	0.6619	0.5763	0.6619	0.8136
No log	21.0588	358	0.6323	0.6114	0.6323	0.7951
No log	21.1765	360	0.6669	0.5653	0.6669	0.8166
No log	21.2941	362	0.6703	0.5219	0.6703	0.8187
No log	21.4118	364	0.6299	0.6164	0.6299	0.7937
No log	21.5294	366	0.6530	0.6167	0.6530	0.8081
No log	21.6471	368	0.6768	0.5964	0.6768	0.8227
No log	21.7647	370	0.6910	0.6071	0.6910	0.8313
No log	21.8824	372	0.6912	0.6157	0.6912	0.8314
No log	22.0	374	0.6620	0.6157	0.6620	0.8136
No log	22.1176	376	0.6639	0.6352	0.6639	0.8148
No log	22.2353	378	0.6370	0.6328	0.6370	0.7981
No log	22.3529	380	0.6424	0.6328	0.6424	0.8015
No log	22.4706	382	0.6723	0.6328	0.6723	0.8199
No log	22.5882	384	0.7047	0.6310	0.7047	0.8395
No log	22.7059	386	0.7355	0.5591	0.7355	0.8576
No log	22.8235	388	0.7710	0.5655	0.7710	0.8780
No log	22.9412	390	0.7559	0.5591	0.7559	0.8694
No log	23.0588	392	0.6888	0.5858	0.6888	0.8299
No log	23.1765	394	0.6266	0.6133	0.6266	0.7916
No log	23.2941	396	0.6202	0.6154	0.6202	0.7875
No log	23.4118	398	0.6281	0.6154	0.6281	0.7925
No log	23.5294	400	0.6220	0.6060	0.6220	0.7887
No log	23.6471	402	0.6263	0.6154	0.6263	0.7914
No log	23.7647	404	0.6446	0.5986	0.6446	0.8029
No log	23.8824	406	0.6533	0.5654	0.6533	0.8082
No log	24.0	408	0.6418	0.6397	0.6418	0.8012
No log	24.1176	410	0.6298	0.6164	0.6298	0.7936
No log	24.2353	412	0.6197	0.6345	0.6197	0.7872
No log	24.3529	414	0.6038	0.6239	0.6038	0.7770
No log	24.4706	416	0.6014	0.6441	0.6014	0.7755
No log	24.5882	418	0.5941	0.6441	0.5941	0.7708
No log	24.7059	420	0.5857	0.6460	0.5857	0.7653
No log	24.8235	422	0.5774	0.6433	0.5774	0.7599
No log	24.9412	424	0.5798	0.6641	0.5798	0.7614
No log	25.0588	426	0.5890	0.6555	0.5890	0.7675
No log	25.1765	428	0.5933	0.6555	0.5933	0.7703
No log	25.2941	430	0.5854	0.6389	0.5854	0.7651
No log	25.4118	432	0.5867	0.6339	0.5867	0.7660
No log	25.5294	434	0.6010	0.5418	0.6010	0.7753
No log	25.6471	436	0.6029	0.6555	0.6029	0.7765
No log	25.7647	438	0.6012	0.6398	0.6012	0.7753
No log	25.8824	440	0.6127	0.6284	0.6127	0.7827
No log	26.0	442	0.6266	0.6573	0.6266	0.7916
No log	26.1176	444	0.6037	0.6451	0.6037	0.7770
No log	26.2353	446	0.5814	0.6217	0.5814	0.7625
No log	26.3529	448	0.5738	0.6339	0.5738	0.7575
No log	26.4706	450	0.5757	0.6460	0.5757	0.7588
No log	26.5882	452	0.6023	0.6460	0.6023	0.7761
No log	26.7059	454	0.6549	0.6262	0.6549	0.8093
No log	26.8235	456	0.6758	0.6377	0.6758	0.8221
No log	26.9412	458	0.6572	0.6521	0.6572	0.8107
No log	27.0588	460	0.6135	0.6468	0.6135	0.7832
No log	27.1765	462	0.5757	0.6970	0.5757	0.7587
No log	27.2941	464	0.5912	0.6144	0.5912	0.7689
No log	27.4118	466	0.6034	0.6144	0.6034	0.7768
No log	27.5294	468	0.5915	0.6479	0.5915	0.7691
No log	27.6471	470	0.6136	0.6231	0.6136	0.7833
No log	27.7647	472	0.6710	0.6262	0.6710	0.8191
No log	27.8824	474	0.6833	0.6377	0.6833	0.8266
No log	28.0	476	0.6628	0.6249	0.6628	0.8142
No log	28.1176	478	0.6438	0.6063	0.6438	0.8024
No log	28.2353	480	0.6449	0.6092	0.6449	0.8031
No log	28.3529	482	0.6551	0.5858	0.6551	0.8094
No log	28.4706	484	0.6734	0.5858	0.6734	0.8206
No log	28.5882	486	0.6628	0.6143	0.6628	0.8141
No log	28.7059	488	0.6643	0.6255	0.6643	0.8150
No log	28.8235	490	0.6662	0.6143	0.6662	0.8162
No log	28.9412	492	0.6690	0.6143	0.6690	0.8179
No log	29.0588	494	0.6793	0.6063	0.6793	0.8242
No log	29.1765	496	0.7100	0.6395	0.7100	0.8426
No log	29.2941	498	0.7293	0.6099	0.7293	0.8540
0.2308	29.4118	500	0.7184	0.5822	0.7184	0.8476
0.2308	29.5294	502	0.6935	0.5992	0.6935	0.8327
0.2308	29.6471	504	0.6887	0.5992	0.6887	0.8299
0.2308	29.7647	506	0.6865	0.5992	0.6865	0.8285
0.2308	29.8824	508	0.6613	0.6255	0.6613	0.8132
0.2308	30.0	510	0.6519	0.6255	0.6519	0.8074
0.2308	30.1176	512	0.6623	0.6255	0.6623	0.8138
0.2308	30.2353	514	0.6592	0.5992	0.6592	0.8119
0.2308	30.3529	516	0.6443	0.6137	0.6443	0.8027
0.2308	30.4706	518	0.6191	0.6028	0.6191	0.7868
0.2308	30.5882	520	0.6134	0.6028	0.6134	0.7832
0.2308	30.7059	522	0.6159	0.6028	0.6159	0.7848
0.2308	30.8235	524	0.6289	0.6100	0.6289	0.7930
0.2308	30.9412	526	0.6808	0.6236	0.6808	0.8251
0.2308	31.0588	528	0.7351	0.5928	0.7351	0.8574
0.2308	31.1765	530	0.7447	0.5928	0.7447	0.8630
0.2308	31.2941	532	0.7280	0.5766	0.7280	0.8532
0.2308	31.4118	534	0.6965	0.5572	0.6965	0.8346
0.2308	31.5294	536	0.7243	0.5928	0.7243	0.8511
0.2308	31.6471	538	0.6984	0.6238	0.6984	0.8357
0.2308	31.7647	540	0.6242	0.6137	0.6242	0.7901
0.2308	31.8824	542	0.5971	0.6745	0.5971	0.7727
0.2308	32.0	544	0.5988	0.6546	0.5988	0.7738
0.2308	32.1176	546	0.6224	0.6147	0.6224	0.7890
0.2308	32.2353	548	0.7131	0.6238	0.7131	0.8445
0.2308	32.3529	550	0.8099	0.5686	0.8099	0.8999
0.2308	32.4706	552	0.8416	0.5387	0.8416	0.9174
0.2308	32.5882	554	0.7773	0.5928	0.7773	0.8816
0.2308	32.7059	556	0.6850	0.6042	0.6850	0.8276
0.2308	32.8235	558	0.6249	0.6933	0.6249	0.7905
0.2308	32.9412	560	0.6128	0.6011	0.6128	0.7828
0.2308	33.0588	562	0.6095	0.6114	0.6095	0.7807
0.2308	33.1765	564	0.6124	0.5975	0.6124	0.7826
0.2308	33.2941	566	0.6313	0.6048	0.6313	0.7945
0.2308	33.4118	568	0.6583	0.6476	0.6583	0.8114
0.2308	33.5294	570	0.6412	0.5939	0.6412	0.8008
0.2308	33.6471	572	0.6353	0.5863	0.6353	0.7970
0.2308	33.7647	574	0.6356	0.5863	0.6356	0.7972
0.2308	33.8824	576	0.6515	0.6291	0.6515	0.8072
0.2308	34.0	578	0.6651	0.6305	0.6651	0.8155
0.2308	34.1176	580	0.6671	0.6569	0.6671	0.8168
0.2308	34.2353	582	0.6628	0.6422	0.6628	0.8141
0.2308	34.3529	584	0.6489	0.6623	0.6489	0.8056
0.2308	34.4706	586	0.6369	0.5863	0.6369	0.7980
0.2308	34.5882	588	0.6401	0.5863	0.6401	0.8000
0.2308	34.7059	590	0.6454	0.6247	0.6454	0.8034
0.2308	34.8235	592	0.6541	0.6584	0.6541	0.8088
0.2308	34.9412	594	0.6348	0.6123	0.6348	0.7968
0.2308	35.0588	596	0.6264	0.6144	0.6264	0.7915
0.2308	35.1765	598	0.6284	0.6144	0.6284	0.7927
0.2308	35.2941	600	0.6281	0.6144	0.6281	0.7925
0.2308	35.4118	602	0.6416	0.5735	0.6416	0.8010
0.2308	35.5294	604	0.6491	0.5735	0.6491	0.8056
0.2308	35.6471	606	0.6416	0.5735	0.6416	0.8010
0.2308	35.7647	608	0.6291	0.6144	0.6291	0.7931
0.2308	35.8824	610	0.6159	0.6144	0.6159	0.7848
0.2308	36.0	612	0.6094	0.5884	0.6094	0.7807
0.2308	36.1176	614	0.6056	0.6078	0.6056	0.7782
0.2308	36.2353	616	0.6087	0.6138	0.6087	0.7802
0.2308	36.3529	618	0.5929	0.6275	0.5929	0.7700
0.2308	36.4706	620	0.5749	0.6078	0.5749	0.7582
0.2308	36.5882	622	0.5633	0.6316	0.5633	0.7506
0.2308	36.7059	624	0.5601	0.6426	0.5601	0.7484
0.2308	36.8235	626	0.5562	0.6426	0.5562	0.7458
0.2308	36.9412	628	0.5709	0.6602	0.5709	0.7556
0.2308	37.0588	630	0.6125	0.6502	0.6125	0.7826
0.2308	37.1765	632	0.6849	0.6247	0.6849	0.8276
0.2308	37.2941	634	0.7334	0.5928	0.7334	0.8564
0.2308	37.4118	636	0.6967	0.6417	0.6967	0.8347
0.2308	37.5294	638	0.6344	0.6459	0.6344	0.7965
0.2308	37.6471	640	0.5750	0.6838	0.5750	0.7583
0.2308	37.7647	642	0.5621	0.6266	0.5621	0.7497
0.2308	37.8824	644	0.5592	0.6627	0.5592	0.7478
0.2308	38.0	646	0.5630	0.6737	0.5630	0.7504
0.2308	38.1176	648	0.5617	0.6518	0.5617	0.7495
0.2308	38.2353	650	0.5651	0.6266	0.5651	0.7517
0.2308	38.3529	652	0.5838	0.6593	0.5838	0.7641
0.2308	38.4706	654	0.5910	0.6764	0.5910	0.7688
0.2308	38.5882	656	0.5880	0.6593	0.5880	0.7668
0.2308	38.7059	658	0.5895	0.6593	0.5895	0.7678
0.2308	38.8235	660	0.5870	0.6491	0.5870	0.7662
0.2308	38.9412	662	0.5765	0.6104	0.5765	0.7592
0.2308	39.0588	664	0.5794	0.6001	0.5794	0.7612
0.2308	39.1765	666	0.5795	0.6114	0.5795	0.7613
0.2308	39.2941	668	0.5806	0.6124	0.5806	0.7620
0.2308	39.4118	670	0.5847	0.6237	0.5847	0.7647
0.2308	39.5294	672	0.5797	0.6124	0.5797	0.7614
0.2308	39.6471	674	0.5812	0.6433	0.5812	0.7624
0.2308	39.7647	676	0.5838	0.6076	0.5838	0.7641
0.2308	39.8824	678	0.5891	0.6278	0.5891	0.7676
0.2308	40.0	680	0.6017	0.6371	0.6017	0.7757
0.2308	40.1176	682	0.6266	0.6137	0.6266	0.7916
0.2308	40.2353	684	0.6271	0.6167	0.6271	0.7919
0.2308	40.3529	686	0.6120	0.6255	0.6120	0.7823
0.2308	40.4706	688	0.6112	0.5939	0.6112	0.7818
0.2308	40.5882	690	0.6069	0.5923	0.6069	0.7791
0.2308	40.7059	692	0.6043	0.6433	0.6043	0.7774
0.2308	40.8235	694	0.6049	0.6320	0.6049	0.7777
0.2308	40.9412	696	0.6041	0.6500	0.6041	0.7772
0.2308	41.0588	698	0.5985	0.5874	0.5985	0.7736
0.2308	41.1765	700	0.5944	0.6206	0.5944	0.7710
0.2308	41.2941	702	0.5923	0.6215	0.5923	0.7696
0.2308	41.4118	704	0.5995	0.6115	0.5995	0.7743
0.2308	41.5294	706	0.6036	0.6225	0.6036	0.7769
0.2308	41.6471	708	0.6046	0.5828	0.6046	0.7776
0.2308	41.7647	710	0.6097	0.5817	0.6097	0.7808
0.2308	41.8824	712	0.6199	0.6239	0.6199	0.7873
0.2308	42.0	714	0.6330	0.6377	0.6330	0.7956
0.2308	42.1176	716	0.6339	0.5937	0.6339	0.7962
0.2308	42.2353	718	0.6239	0.5602	0.6239	0.7899
0.2308	42.3529	720	0.6205	0.5383	0.6205	0.7877
0.2308	42.4706	722	0.6150	0.5928	0.6150	0.7842
0.2308	42.5882	724	0.6162	0.6479	0.6162	0.7850
0.2308	42.7059	726	0.6216	0.6133	0.6216	0.7884
0.2308	42.8235	728	0.6316	0.6460	0.6316	0.7947
0.2308	42.9412	730	0.6608	0.5981	0.6608	0.8129
0.2308	43.0588	732	0.6722	0.5953	0.6722	0.8199
0.2308	43.1765	734	0.6536	0.5981	0.6536	0.8085
0.2308	43.2941	736	0.6307	0.6360	0.6307	0.7941
0.2308	43.4118	738	0.6306	0.6276	0.6306	0.7941
0.2308	43.5294	740	0.6354	0.6265	0.6354	0.7971
0.2308	43.6471	742	0.6414	0.6377	0.6414	0.8009
0.2308	43.7647	744	0.6365	0.6620	0.6365	0.7978
0.2308	43.8824	746	0.6317	0.6165	0.6317	0.7948
0.2308	44.0	748	0.6266	0.5820	0.6266	0.7916
0.2308	44.1176	750	0.6248	0.6239	0.6248	0.7905
0.2308	44.2353	752	0.6297	0.6066	0.6297	0.7935
0.2308	44.3529	754	0.6222	0.6048	0.6222	0.7888
0.2308	44.4706	756	0.6099	0.6105	0.6099	0.7810
0.2308	44.5882	758	0.6164	0.6325	0.6164	0.7851
0.2308	44.7059	760	0.6200	0.6225	0.6200	0.7874
0.2308	44.8235	762	0.6085	0.6225	0.6085	0.7801
0.2308	44.9412	764	0.5996	0.6087	0.5996	0.7743
0.2308	45.0588	766	0.6015	0.6041	0.6015	0.7755
0.2308	45.1765	768	0.5998	0.6310	0.5998	0.7744
0.2308	45.2941	770	0.5939	0.6068	0.5939	0.7706
0.2308	45.4118	772	0.5929	0.6374	0.5929	0.7700
0.2308	45.5294	774	0.5975	0.6641	0.5975	0.7730
0.2308	45.6471	776	0.6185	0.6396	0.6185	0.7865
0.2308	45.7647	778	0.6444	0.6218	0.6444	0.8028
0.2308	45.8824	780	0.6312	0.6328	0.6312	0.7945
0.2308	46.0	782	0.6093	0.6167	0.6093	0.7806
0.2308	46.1176	784	0.5938	0.6658	0.5938	0.7706
0.2308	46.2353	786	0.5946	0.6134	0.5946	0.7711
0.2308	46.3529	788	0.5910	0.6032	0.5910	0.7687
0.2308	46.4706	790	0.5836	0.6032	0.5836	0.7640
0.2308	46.5882	792	0.5795	0.6225	0.5795	0.7613
0.2308	46.7059	794	0.5846	0.6410	0.5846	0.7646
0.2308	46.8235	796	0.5801	0.6410	0.5801	0.7617
0.2308	46.9412	798	0.5795	0.6115	0.5795	0.7612
0.2308	47.0588	800	0.5874	0.5684	0.5874	0.7664
0.2308	47.1765	802	0.5929	0.5684	0.5929	0.7700
0.2308	47.2941	804	0.5951	0.5784	0.5951	0.7714
0.2308	47.4118	806	0.5968	0.6339	0.5968	0.7725
0.2308	47.5294	808	0.5943	0.6339	0.5943	0.7709
0.2308	47.6471	810	0.5901	0.6339	0.5901	0.7682
0.2308	47.7647	812	0.5891	0.6227	0.5891	0.7675
0.2308	47.8824	814	0.5935	0.6177	0.5935	0.7704
0.2308	48.0	816	0.6054	0.6291	0.6054	0.7781
0.2308	48.1176	818	0.6095	0.6291	0.6095	0.7807
0.2308	48.2353	820	0.6089	0.6187	0.6089	0.7803
0.2308	48.3529	822	0.6061	0.6354	0.6061	0.7785
0.2308	48.4706	824	0.6057	0.6154	0.6057	0.7783
0.2308	48.5882	826	0.6070	0.6154	0.6070	0.7791
0.2308	48.7059	828	0.6012	0.6154	0.6012	0.7754
0.2308	48.8235	830	0.5932	0.6154	0.5932	0.7702
0.2308	48.9412	832	0.5909	0.6039	0.5909	0.7687
0.2308	49.0588	834	0.5949	0.6632	0.5949	0.7713
0.2308	49.1765	836	0.6041	0.6187	0.6041	0.7772
0.2308	49.2941	838	0.6041	0.6187	0.6041	0.7773
0.2308	49.4118	840	0.5895	0.6187	0.5895	0.7678
0.2308	49.5294	842	0.5902	0.6482	0.5902	0.7683
0.2308	49.6471	844	0.5871	0.6482	0.5871	0.7662
0.2308	49.7647	846	0.5804	0.6806	0.5804	0.7618
0.2308	49.8824	848	0.5778	0.6962	0.5778	0.7601
0.2308	50.0	850	0.5855	0.6806	0.5855	0.7652
0.2308	50.1176	852	0.5897	0.6806	0.5897	0.7680
0.2308	50.2353	854	0.5868	0.6806	0.5868	0.7660
0.2308	50.3529	856	0.5780	0.6330	0.5780	0.7603
0.2308	50.4706	858	0.5759	0.6105	0.5759	0.7589
0.2308	50.5882	860	0.5819	0.6215	0.5819	0.7628
0.2308	50.7059	862	0.5869	0.6237	0.5869	0.7661
0.2308	50.8235	864	0.5882	0.6237	0.5882	0.7669
0.2308	50.9412	866	0.5910	0.6237	0.5910	0.7688
0.2308	51.0588	868	0.5981	0.5884	0.5981	0.7734
0.2308	51.1765	870	0.6130	0.6602	0.6130	0.7830
0.2308	51.2941	872	0.6233	0.6482	0.6233	0.7895
0.2308	51.4118	874	0.6387	0.6082	0.6387	0.7992
0.2308	51.5294	876	0.6491	0.6188	0.6491	0.8057
0.2308	51.6471	878	0.6362	0.6112	0.6362	0.7976
0.2308	51.7647	880	0.6208	0.6112	0.6208	0.7879
0.2308	51.8824	882	0.6094	0.6479	0.6094	0.7806
0.2308	52.0	884	0.6078	0.6673	0.6078	0.7796
0.2308	52.1176	886	0.6003	0.6681	0.6003	0.7748
0.2308	52.2353	888	0.5981	0.6249	0.5981	0.7734
0.2308	52.3529	890	0.5913	0.6555	0.5913	0.7689
0.2308	52.4706	892	0.5859	0.6215	0.5859	0.7655
0.2308	52.5882	894	0.5825	0.6115	0.5825	0.7632
0.2308	52.7059	896	0.5801	0.6316	0.5801	0.7617
0.2308	52.8235	898	0.5808	0.6078	0.5808	0.7621
0.2308	52.9412	900	0.5847	0.6068	0.5847	0.7647
0.2308	53.0588	902	0.5932	0.6464	0.5932	0.7702
0.2308	53.1765	904	0.5833	0.6266	0.5833	0.7637
0.2308	53.2941	906	0.5761	0.6068	0.5761	0.7590
0.2308	53.4118	908	0.5763	0.6078	0.5763	0.7592
0.2308	53.5294	910	0.5809	0.6452	0.5809	0.7622
0.2308	53.6471	912	0.5860	0.6134	0.5860	0.7655
0.2308	53.7647	914	0.5913	0.6237	0.5913	0.7690
0.2308	53.8824	916	0.5971	0.6649	0.5971	0.7727
0.2308	54.0	918	0.6006	0.6649	0.6006	0.7750
0.2308	54.1176	920	0.6042	0.6345	0.6042	0.7773
0.2308	54.2353	922	0.6049	0.6207	0.6049	0.7778
0.2308	54.3529	924	0.6080	0.6094	0.6080	0.7798
0.2308	54.4706	926	0.6071	0.5985	0.6071	0.7792
0.2308	54.5882	928	0.6083	0.5995	0.6083	0.7799
0.2308	54.7059	930	0.6083	0.5995	0.6083	0.7800
0.2308	54.8235	932	0.6102	0.5995	0.6102	0.7811
0.2308	54.9412	934	0.6097	0.5995	0.6097	0.7808
0.2308	55.0588	936	0.6097	0.6134	0.6097	0.7808
0.2308	55.1765	938	0.6114	0.6358	0.6114	0.7819
0.2308	55.2941	940	0.6135	0.6358	0.6135	0.7833
0.2308	55.4118	942	0.6119	0.6246	0.6119	0.7822
0.2308	55.5294	944	0.6082	0.6134	0.6082	0.7799
0.2308	55.6471	946	0.6098	0.6133	0.6098	0.7809
0.2308	55.7647	948	0.6121	0.6207	0.6121	0.7824
0.2308	55.8824	950	0.6099	0.6207	0.6099	0.7809
0.2308	56.0	952	0.5999	0.6297	0.5999	0.7746
0.2308	56.1176	954	0.5942	0.5995	0.5942	0.7709
0.2308	56.2353	956	0.5930	0.6237	0.5930	0.7700
0.2308	56.3529	958	0.5939	0.6196	0.5939	0.7706
0.2308	56.4706	960	0.5978	0.6398	0.5978	0.7732
0.2308	56.5882	962	0.6071	0.6138	0.6071	0.7791
0.2308	56.7059	964	0.6082	0.6138	0.6082	0.7799
0.2308	56.8235	966	0.6064	0.6167	0.6064	0.7787
0.2308	56.9412	968	0.6065	0.6167	0.6065	0.7788
0.2308	57.0588	970	0.5962	0.6649	0.5962	0.7722
0.2308	57.1765	972	0.5946	0.6649	0.5946	0.7711
0.2308	57.2941	974	0.5932	0.6546	0.5932	0.7702
0.2308	57.4118	976	0.5909	0.6546	0.5909	0.7687
0.2308	57.5294	978	0.5924	0.6649	0.5924	0.7697
0.2308	57.6471	980	0.5955	0.6500	0.5955	0.7717
0.2308	57.7647	982	0.5957	0.6500	0.5957	0.7718
0.2308	57.8824	984	0.5916	0.6297	0.5916	0.7691
0.2308	58.0	986	0.5935	0.6354	0.5935	0.7704
0.2308	58.1176	988	0.6060	0.6451	0.6060	0.7785
0.2308	58.2353	990	0.6138	0.5921	0.6138	0.7834
0.2308	58.3529	992	0.6223	0.6154	0.6223	0.7889
0.2308	58.4706	994	0.6297	0.6377	0.6297	0.7935
0.2308	58.5882	996	0.6289	0.6265	0.6289	0.7931
0.2308	58.7059	998	0.6264	0.6209	0.6264	0.7914
0.051	58.8235	1000	0.6221	0.5763	0.6221	0.7887
0.051	58.9412	1002	0.6071	0.6239	0.6071	0.7792
0.051	59.0588	1004	0.6020	0.6433	0.6020	0.7759
0.051	59.1765	1006	0.6013	0.6186	0.6013	0.7754
0.051	59.2941	1008	0.6082	0.6356	0.6082	0.7799
0.051	59.4118	1010	0.6188	0.6347	0.6188	0.7867
0.051	59.5294	1012	0.6206	0.6157	0.6206	0.7878
0.051	59.6471	1014	0.6136	0.6736	0.6136	0.7833
0.051	59.7647	1016	0.6088	0.6451	0.6088	0.7803
0.051	59.8824	1018	0.6126	0.6035	0.6126	0.7827
0.051	60.0	1020	0.6175	0.6397	0.6175	0.7858
0.051	60.1176	1022	0.6253	0.6265	0.6253	0.7908
0.051	60.2353	1024	0.6338	0.6377	0.6338	0.7961
0.051	60.3529	1026	0.6338	0.6377	0.6338	0.7961
0.051	60.4706	1028	0.6317	0.6620	0.6317	0.7948
0.051	60.5882	1030	0.6245	0.6620	0.6245	0.7903
0.051	60.7059	1032	0.6186	0.5386	0.6186	0.7865
0.051	60.8235	1034	0.6200	0.5517	0.6200	0.7874
0.051	60.9412	1036	0.6209	0.5638	0.6209	0.7879
0.051	61.0588	1038	0.6188	0.5638	0.6188	0.7866
0.051	61.1765	1040	0.6129	0.6067	0.6129	0.7829
0.051	61.2941	1042	0.6093	0.5939	0.6093	0.7806
0.051	61.4118	1044	0.6120	0.6229	0.6120	0.7823
0.051	61.5294	1046	0.6141	0.6229	0.6141	0.7837
0.051	61.6471	1048	0.6260	0.6133	0.6260	0.7912
0.051	61.7647	1050	0.6427	0.6460	0.6427	0.8017
0.051	61.8824	1052	0.6470	0.6460	0.6470	0.8044
0.051	62.0	1054	0.6450	0.6460	0.6450	0.8031
0.051	62.1176	1056	0.6506	0.6112	0.6506	0.8066
0.051	62.2353	1058	0.6517	0.6112	0.6517	0.8073
0.051	62.3529	1060	0.6434	0.6460	0.6434	0.8021
0.051	62.4706	1062	0.6332	0.6122	0.6332	0.7958
0.051	62.5882	1064	0.6192	0.6325	0.6192	0.7869
0.051	62.7059	1066	0.6094	0.6335	0.6094	0.7806
0.051	62.8235	1068	0.6049	0.6488	0.6049	0.7778
0.051	62.9412	1070	0.6054	0.6488	0.6054	0.7781
0.051	63.0588	1072	0.6078	0.6488	0.6078	0.7796
0.051	63.1765	1074	0.6142	0.6335	0.6142	0.7837
0.051	63.2941	1076	0.6291	0.6325	0.6291	0.7932
0.051	63.4118	1078	0.6512	0.6305	0.6512	0.8069
0.051	63.5294	1080	0.6664	0.6413	0.6664	0.8164
0.051	63.6471	1082	0.6762	0.6042	0.6762	0.8223
0.051	63.7647	1084	0.6740	0.6071	0.6740	0.8210
0.051	63.8824	1086	0.6600	0.6611	0.6600	0.8124
0.051	64.0	1088	0.6489	0.6387	0.6489	0.8055
0.051	64.1176	1090	0.6447	0.6588	0.6447	0.8029
0.051	64.2353	1092	0.6414	0.6588	0.6414	0.8009
0.051	64.3529	1094	0.6420	0.6325	0.6420	0.8012
0.051	64.4706	1096	0.6423	0.6325	0.6423	0.8014
0.051	64.5882	1098	0.6490	0.6325	0.6490	0.8056
0.051	64.7059	1100	0.6485	0.6291	0.6485	0.8053
0.051	64.8235	1102	0.6438	0.6269	0.6438	0.8023
0.051	64.9412	1104	0.6351	0.6415	0.6351	0.7969
0.051	65.0588	1106	0.6241	0.6311	0.6241	0.7900
0.051	65.1765	1108	0.6200	0.6207	0.6200	0.7874
0.051	65.2941	1110	0.6206	0.6207	0.6206	0.7878
0.051	65.4118	1112	0.6247	0.6207	0.6247	0.7904
0.051	65.5294	1114	0.6257	0.6488	0.6257	0.7910
0.051	65.6471	1116	0.6257	0.6380	0.6257	0.7910
0.051	65.7647	1118	0.6258	0.5939	0.6258	0.7911
0.051	65.8824	1120	0.6291	0.5939	0.6291	0.7932
0.051	66.0	1122	0.6336	0.6597	0.6336	0.7960
0.051	66.1176	1124	0.6426	0.6597	0.6426	0.8016
0.051	66.2353	1126	0.6553	0.6122	0.6553	0.8095
0.051	66.3529	1128	0.6613	0.6460	0.6613	0.8132
0.051	66.4706	1130	0.6621	0.6460	0.6621	0.8137
0.051	66.5882	1132	0.6564	0.6460	0.6564	0.8102
0.051	66.7059	1134	0.6620	0.6460	0.6620	0.8136
0.051	66.8235	1136	0.6691	0.6460	0.6691	0.8180
0.051	66.9412	1138	0.6673	0.6460	0.6673	0.8169
0.051	67.0588	1140	0.6654	0.6460	0.6654	0.8157
0.051	67.1765	1142	0.6637	0.6460	0.6637	0.8147
0.051	67.2941	1144	0.6678	0.6460	0.6678	0.8172
0.051	67.4118	1146	0.6656	0.6460	0.6656	0.8159
0.051	67.5294	1148	0.6574	0.6387	0.6574	0.8108
0.051	67.6471	1150	0.6516	0.6175	0.6516	0.8072
0.051	67.7647	1152	0.6498	0.6065	0.6498	0.8061
0.051	67.8824	1154	0.6499	0.6065	0.6499	0.8062
0.051	68.0	1156	0.6535	0.6025	0.6535	0.8084
0.051	68.1176	1158	0.6613	0.6422	0.6613	0.8132
0.051	68.2353	1160	0.6686	0.6422	0.6686	0.8177
0.051	68.3529	1162	0.6663	0.6422	0.6663	0.8163
0.051	68.4706	1164	0.6521	0.5917	0.6521	0.8076
0.051	68.5882	1166	0.6486	0.6123	0.6486	0.8053
0.051	68.7059	1168	0.6412	0.5796	0.6412	0.8007
0.051	68.8235	1170	0.6399	0.6057	0.6399	0.8000
0.051	68.9412	1172	0.6389	0.6057	0.6389	0.7993
0.051	69.0588	1174	0.6408	0.6057	0.6408	0.8005
0.051	69.1765	1176	0.6398	0.5626	0.6398	0.7999
0.051	69.2941	1178	0.6371	0.6164	0.6371	0.7982
0.051	69.4118	1180	0.6385	0.6046	0.6385	0.7991
0.051	69.5294	1182	0.6405	0.6380	0.6405	0.8003
0.051	69.6471	1184	0.6401	0.6123	0.6401	0.8001
0.051	69.7647	1186	0.6375	0.6123	0.6375	0.7984
0.051	69.8824	1188	0.6298	0.6123	0.6298	0.7936
0.051	70.0	1190	0.6237	0.6123	0.6237	0.7897
0.051	70.1176	1192	0.6170	0.5796	0.6170	0.7855
0.051	70.2353	1194	0.6128	0.5785	0.6128	0.7828
0.051	70.3529	1196	0.6091	0.5785	0.6091	0.7804
0.051	70.4706	1198	0.6045	0.5785	0.6045	0.7775
0.051	70.5882	1200	0.6039	0.5785	0.6039	0.7771

Framework versions

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