ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_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: 0.5268
• Qwk: 0.5703
• Mse: 0.5268
• Rmse: 0.7258

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	0.0625	2	3.9180	0.0024	3.9180	1.9794
No log	0.125	4	2.3443	-0.0161	2.3443	1.5311
No log	0.1875	6	1.7188	0.0318	1.7188	1.3110
No log	0.25	8	1.2083	0.2063	1.2083	1.0992
No log	0.3125	10	1.1101	0.1011	1.1101	1.0536
No log	0.375	12	1.1569	0.1767	1.1569	1.0756
No log	0.4375	14	1.1410	0.1549	1.1410	1.0682
No log	0.5	16	1.0735	0.1532	1.0735	1.0361
No log	0.5625	18	1.0651	0.2441	1.0651	1.0320
No log	0.625	20	1.1303	0.2023	1.1303	1.0632
No log	0.6875	22	1.1685	0.1389	1.1685	1.0810
No log	0.75	24	1.1672	0.1296	1.1672	1.0803
No log	0.8125	26	1.1951	0.0436	1.1951	1.0932
No log	0.875	28	1.1512	0.0436	1.1512	1.0729
No log	0.9375	30	1.1494	0.0436	1.1494	1.0721
No log	1.0	32	1.0981	0.1324	1.0981	1.0479
No log	1.0625	34	0.9475	0.3178	0.9475	0.9734
No log	1.125	36	0.9686	0.4162	0.9686	0.9842
No log	1.1875	38	1.1088	0.3185	1.1088	1.0530
No log	1.25	40	1.1102	0.3056	1.1102	1.0537
No log	1.3125	42	1.0029	0.3350	1.0029	1.0015
No log	1.375	44	0.9585	0.3250	0.9585	0.9790
No log	1.4375	46	0.9618	0.3117	0.9618	0.9807
No log	1.5	48	0.9136	0.3465	0.9136	0.9558
No log	1.5625	50	1.1322	0.3316	1.1322	1.0641
No log	1.625	52	1.1535	0.3496	1.1535	1.0740
No log	1.6875	54	0.8778	0.3790	0.8778	0.9369
No log	1.75	56	0.8516	0.4578	0.8516	0.9228
No log	1.8125	58	0.8366	0.4578	0.8366	0.9147
No log	1.875	60	0.8272	0.4164	0.8272	0.9095
No log	1.9375	62	1.0577	0.3865	1.0577	1.0284
No log	2.0	64	1.2696	0.2832	1.2696	1.1268
No log	2.0625	66	1.2061	0.3792	1.2061	1.0982
No log	2.125	68	0.8933	0.4794	0.8933	0.9452
No log	2.1875	70	0.7306	0.4156	0.7306	0.8547
No log	2.25	72	0.7628	0.4585	0.7628	0.8734
No log	2.3125	74	0.7350	0.4038	0.7350	0.8573
No log	2.375	76	0.7310	0.5260	0.7310	0.8550
No log	2.4375	78	0.9128	0.4570	0.9128	0.9554
No log	2.5	80	0.9749	0.4065	0.9749	0.9874
No log	2.5625	82	0.9908	0.3998	0.9908	0.9954
No log	2.625	84	0.8897	0.4812	0.8897	0.9432
No log	2.6875	86	0.7989	0.4527	0.7989	0.8938
No log	2.75	88	0.8669	0.3646	0.8669	0.9310
No log	2.8125	90	0.9008	0.4307	0.9008	0.9491
No log	2.875	92	0.8052	0.4408	0.8052	0.8973
No log	2.9375	94	0.7490	0.4816	0.7490	0.8654
No log	3.0	96	0.7378	0.5522	0.7378	0.8590
No log	3.0625	98	0.7247	0.5948	0.7247	0.8513
No log	3.125	100	0.7181	0.5471	0.7181	0.8474
No log	3.1875	102	0.7165	0.5471	0.7165	0.8465
No log	3.25	104	0.7098	0.5237	0.7098	0.8425
No log	3.3125	106	0.7283	0.5397	0.7283	0.8534
No log	3.375	108	0.7697	0.5383	0.7697	0.8773
No log	3.4375	110	0.7497	0.5291	0.7497	0.8659
No log	3.5	112	0.7560	0.4831	0.7560	0.8695
No log	3.5625	114	0.8859	0.4920	0.8859	0.9412
No log	3.625	116	0.8489	0.5119	0.8489	0.9214
No log	3.6875	118	0.7379	0.5773	0.7379	0.8590
No log	3.75	120	0.7937	0.5041	0.7937	0.8909
No log	3.8125	122	0.9131	0.4787	0.9131	0.9555
No log	3.875	124	0.8854	0.5124	0.8854	0.9410
No log	3.9375	126	0.7255	0.5489	0.7255	0.8517
No log	4.0	128	0.6933	0.5773	0.6933	0.8326
No log	4.0625	130	0.7363	0.5802	0.7363	0.8581
No log	4.125	132	0.6776	0.6650	0.6776	0.8231
No log	4.1875	134	0.7156	0.6493	0.7156	0.8459
No log	4.25	136	0.7488	0.5815	0.7488	0.8654
No log	4.3125	138	0.7778	0.5370	0.7778	0.8819
No log	4.375	140	0.7814	0.5578	0.7814	0.8840
No log	4.4375	142	0.7706	0.5263	0.7706	0.8778
No log	4.5	144	0.7698	0.4733	0.7698	0.8774
No log	4.5625	146	0.7687	0.5510	0.7687	0.8768
No log	4.625	148	0.8055	0.4988	0.8055	0.8975
No log	4.6875	150	0.8129	0.5129	0.8129	0.9016
No log	4.75	152	0.8269	0.4872	0.8269	0.9093
No log	4.8125	154	0.8324	0.4772	0.8324	0.9124
No log	4.875	156	0.8128	0.3802	0.8128	0.9015
No log	4.9375	158	0.8699	0.3921	0.8699	0.9327
No log	5.0	160	0.9954	0.3365	0.9954	0.9977
No log	5.0625	162	1.0032	0.3365	1.0032	1.0016
No log	5.125	164	0.9952	0.3534	0.9952	0.9976
No log	5.1875	166	0.8300	0.4913	0.8300	0.9110
No log	5.25	168	0.6630	0.5320	0.6630	0.8143
No log	5.3125	170	0.6295	0.5943	0.6295	0.7934
No log	5.375	172	0.6503	0.5877	0.6503	0.8064
No log	5.4375	174	0.6916	0.6380	0.6916	0.8316
No log	5.5	176	0.6903	0.5671	0.6903	0.8309
No log	5.5625	178	0.7034	0.5409	0.7034	0.8387
No log	5.625	180	0.7001	0.5759	0.7001	0.8367
No log	5.6875	182	0.6890	0.6139	0.6890	0.8301
No log	5.75	184	0.6474	0.5759	0.6474	0.8046
No log	5.8125	186	0.6489	0.5771	0.6489	0.8055
No log	5.875	188	0.6495	0.5288	0.6495	0.8059
No log	5.9375	190	0.6772	0.4739	0.6772	0.8229
No log	6.0	192	0.7979	0.4423	0.7979	0.8933
No log	6.0625	194	0.8132	0.4665	0.8132	0.9018
No log	6.125	196	0.7188	0.4350	0.7188	0.8478
No log	6.1875	198	0.6192	0.6262	0.6192	0.7869
No log	6.25	200	0.5911	0.6788	0.5911	0.7688
No log	6.3125	202	0.6205	0.6979	0.6205	0.7877
No log	6.375	204	0.7107	0.6208	0.7107	0.8430
No log	6.4375	206	0.8675	0.5800	0.8675	0.9314
No log	6.5	208	0.8029	0.5505	0.8029	0.8961
No log	6.5625	210	0.6389	0.6305	0.6389	0.7993
No log	6.625	212	0.6261	0.6429	0.6261	0.7913
No log	6.6875	214	0.7259	0.5495	0.7259	0.8520
No log	6.75	216	0.6919	0.6182	0.6919	0.8318
No log	6.8125	218	0.6212	0.5549	0.6212	0.7882
No log	6.875	220	0.6415	0.5862	0.6415	0.8009
No log	6.9375	222	0.6670	0.5698	0.6670	0.8167
No log	7.0	224	0.6585	0.6025	0.6585	0.8115
No log	7.0625	226	0.6470	0.6084	0.6470	0.8044
No log	7.125	228	0.6281	0.6207	0.6281	0.7925
No log	7.1875	230	0.6901	0.5749	0.6901	0.8307
No log	7.25	232	0.7134	0.5857	0.7134	0.8446
No log	7.3125	234	0.6482	0.6021	0.6482	0.8051
No log	7.375	236	0.5875	0.5446	0.5875	0.7665
No log	7.4375	238	0.6092	0.5627	0.6092	0.7805
No log	7.5	240	0.6433	0.5463	0.6433	0.8021
No log	7.5625	242	0.6105	0.5835	0.6105	0.7814
No log	7.625	244	0.5831	0.5960	0.5831	0.7636
No log	7.6875	246	0.5862	0.6123	0.5862	0.7656
No log	7.75	248	0.6032	0.6128	0.6032	0.7767
No log	7.8125	250	0.6165	0.6147	0.6165	0.7852
No log	7.875	252	0.6444	0.5858	0.6444	0.8027
No log	7.9375	254	0.6418	0.6032	0.6418	0.8011
No log	8.0	256	0.6400	0.6286	0.6400	0.8000
No log	8.0625	258	0.6714	0.5678	0.6714	0.8194
No log	8.125	260	0.6801	0.5699	0.6801	0.8247
No log	8.1875	262	0.6402	0.6564	0.6402	0.8001
No log	8.25	264	0.6490	0.6559	0.6490	0.8056
No log	8.3125	266	0.7568	0.5720	0.7568	0.8700
No log	8.375	268	0.7419	0.5625	0.7419	0.8614
No log	8.4375	270	0.6807	0.5922	0.6807	0.8250
No log	8.5	272	0.6442	0.6667	0.6442	0.8026
No log	8.5625	274	0.6290	0.6065	0.6290	0.7931
No log	8.625	276	0.6485	0.5835	0.6485	0.8053
No log	8.6875	278	0.6502	0.5698	0.6502	0.8064
No log	8.75	280	0.6297	0.5627	0.6297	0.7936
No log	8.8125	282	0.6114	0.4919	0.6114	0.7819
No log	8.875	284	0.6905	0.5148	0.6905	0.8310
No log	8.9375	286	0.7609	0.5513	0.7609	0.8723
No log	9.0	288	0.7603	0.5622	0.7603	0.8719
No log	9.0625	290	0.6947	0.6072	0.6947	0.8335
No log	9.125	292	0.5918	0.5821	0.5918	0.7693
No log	9.1875	294	0.5977	0.6055	0.5977	0.7731
No log	9.25	296	0.6349	0.5832	0.6349	0.7968
No log	9.3125	298	0.6421	0.5842	0.6421	0.8013
No log	9.375	300	0.6155	0.5692	0.6155	0.7845
No log	9.4375	302	0.6242	0.6047	0.6242	0.7901
No log	9.5	304	0.6164	0.5962	0.6164	0.7851
No log	9.5625	306	0.5824	0.5464	0.5824	0.7632
No log	9.625	308	0.5955	0.5905	0.5955	0.7717
No log	9.6875	310	0.6204	0.6053	0.6204	0.7877
No log	9.75	312	0.5920	0.6118	0.5920	0.7694
No log	9.8125	314	0.5521	0.6464	0.5521	0.7430
No log	9.875	316	0.5542	0.6470	0.5542	0.7445
No log	9.9375	318	0.5586	0.6001	0.5586	0.7474
No log	10.0	320	0.5829	0.6128	0.5829	0.7635
No log	10.0625	322	0.6519	0.6015	0.6519	0.8074
No log	10.125	324	0.6514	0.6015	0.6514	0.8071
No log	10.1875	326	0.5841	0.6063	0.5841	0.7643
No log	10.25	328	0.5418	0.6488	0.5418	0.7361
No log	10.3125	330	0.5457	0.6001	0.5457	0.7387
No log	10.375	332	0.5597	0.6241	0.5597	0.7481
No log	10.4375	334	0.6141	0.6157	0.6141	0.7837
No log	10.5	336	0.6672	0.5799	0.6672	0.8168
No log	10.5625	338	0.6777	0.5686	0.6777	0.8232
No log	10.625	340	0.6525	0.5799	0.6525	0.8078
No log	10.6875	342	0.6471	0.6127	0.6471	0.8044
No log	10.75	344	0.5986	0.6127	0.5986	0.7737
No log	10.8125	346	0.5840	0.6073	0.5840	0.7642
No log	10.875	348	0.5796	0.6345	0.5796	0.7613
No log	10.9375	350	0.5833	0.5678	0.5833	0.7637
No log	11.0	352	0.5776	0.6537	0.5776	0.7600
No log	11.0625	354	0.5730	0.6546	0.5730	0.7570
No log	11.125	356	0.5721	0.6407	0.5721	0.7564
No log	11.1875	358	0.5763	0.6518	0.5763	0.7591
No log	11.25	360	0.5676	0.6927	0.5676	0.7534
No log	11.3125	362	0.5763	0.5939	0.5763	0.7592
No log	11.375	364	0.5999	0.6035	0.5999	0.7746
No log	11.4375	366	0.6767	0.6438	0.6767	0.8226
No log	11.5	368	0.7733	0.5439	0.7733	0.8794
No log	11.5625	370	0.7883	0.5439	0.7883	0.8878
No log	11.625	372	0.7279	0.6287	0.7279	0.8532
No log	11.6875	374	0.6723	0.6065	0.6723	0.8199
No log	11.75	376	0.6656	0.5943	0.6656	0.8159
No log	11.8125	378	0.6786	0.5477	0.6786	0.8237
No log	11.875	380	0.6867	0.5349	0.6867	0.8287
No log	11.9375	382	0.6406	0.5746	0.6406	0.8004
No log	12.0	384	0.5934	0.5405	0.5934	0.7703
No log	12.0625	386	0.5574	0.6588	0.5574	0.7466
No log	12.125	388	0.5377	0.6588	0.5377	0.7333
No log	12.1875	390	0.5377	0.6945	0.5377	0.7333
No log	12.25	392	0.5344	0.6777	0.5344	0.7310
No log	12.3125	394	0.5445	0.6575	0.5445	0.7379
No log	12.375	396	0.6212	0.6328	0.6212	0.7882
No log	12.4375	398	0.6661	0.5864	0.6661	0.8161
No log	12.5	400	0.6540	0.6025	0.6540	0.8087
No log	12.5625	402	0.6364	0.6218	0.6364	0.7977
No log	12.625	404	0.5845	0.6451	0.5845	0.7645
No log	12.6875	406	0.6108	0.5819	0.6108	0.7815
No log	12.75	408	0.6367	0.5945	0.6367	0.7980
No log	12.8125	410	0.5979	0.5446	0.5979	0.7733
No log	12.875	412	0.6044	0.6432	0.6044	0.7774
No log	12.9375	414	0.6358	0.6199	0.6358	0.7974
No log	13.0	416	0.6242	0.5937	0.6242	0.7901
No log	13.0625	418	0.6126	0.5663	0.6126	0.7827
No log	13.125	420	0.6030	0.5663	0.6030	0.7765
No log	13.1875	422	0.6103	0.6122	0.6103	0.7812
No log	13.25	424	0.6720	0.5998	0.6720	0.8198
No log	13.3125	426	0.7338	0.5938	0.7338	0.8566
No log	13.375	428	0.7233	0.5820	0.7233	0.8505
No log	13.4375	430	0.6640	0.6151	0.6640	0.8149
No log	13.5	432	0.6001	0.6219	0.6001	0.7747
No log	13.5625	434	0.6000	0.5419	0.6000	0.7746
No log	13.625	436	0.6025	0.5419	0.6025	0.7762
No log	13.6875	438	0.5877	0.5549	0.5877	0.7666
No log	13.75	440	0.5698	0.5886	0.5698	0.7548
No log	13.8125	442	0.5646	0.6528	0.5646	0.7514
No log	13.875	444	0.5539	0.6488	0.5539	0.7443
No log	13.9375	446	0.5444	0.6616	0.5444	0.7378
No log	14.0	448	0.5819	0.6811	0.5819	0.7628
No log	14.0625	450	0.6096	0.6670	0.6096	0.7808
No log	14.125	452	0.5808	0.6161	0.5808	0.7621
No log	14.1875	454	0.5805	0.6332	0.5805	0.7619
No log	14.25	456	0.6408	0.5552	0.6408	0.8005
No log	14.3125	458	0.6924	0.5385	0.6924	0.8321
No log	14.375	460	0.6763	0.5538	0.6763	0.8223
No log	14.4375	462	0.6047	0.5552	0.6047	0.7776
No log	14.5	464	0.5474	0.6128	0.5474	0.7399
No log	14.5625	466	0.5252	0.6466	0.5252	0.7247
No log	14.625	468	0.5222	0.6427	0.5222	0.7227
No log	14.6875	470	0.5552	0.6133	0.5552	0.7451
No log	14.75	472	0.5949	0.5938	0.5949	0.7713
No log	14.8125	474	0.5999	0.5740	0.5999	0.7745
No log	14.875	476	0.5858	0.5788	0.5858	0.7654
No log	14.9375	478	0.5577	0.6128	0.5577	0.7468
No log	15.0	480	0.5593	0.6412	0.5593	0.7479
No log	15.0625	482	0.5583	0.6519	0.5583	0.7472
No log	15.125	484	0.5840	0.6584	0.5840	0.7642
No log	15.1875	486	0.6493	0.6042	0.6493	0.8058
No log	15.25	488	0.7238	0.5137	0.7238	0.8508
No log	15.3125	490	0.7244	0.5279	0.7244	0.8511
No log	15.375	492	0.6950	0.5463	0.6950	0.8337
No log	15.4375	494	0.6673	0.5142	0.6673	0.8169
No log	15.5	496	0.6427	0.5485	0.6427	0.8017
No log	15.5625	498	0.6252	0.6133	0.6252	0.7907
0.2897	15.625	500	0.6102	0.5774	0.6102	0.7812
0.2897	15.6875	502	0.6081	0.6123	0.6081	0.7798
0.2897	15.75	504	0.6135	0.6196	0.6135	0.7832
0.2897	15.8125	506	0.6391	0.6067	0.6391	0.7995
0.2897	15.875	508	0.6563	0.5239	0.6563	0.8101
0.2897	15.9375	510	0.6344	0.6184	0.6344	0.7965
0.2897	16.0	512	0.6042	0.6024	0.6042	0.7773
0.2897	16.0625	514	0.5953	0.6262	0.5953	0.7715
0.2897	16.125	516	0.5720	0.6641	0.5720	0.7563
0.2897	16.1875	518	0.5721	0.7154	0.5721	0.7564
0.2897	16.25	520	0.5881	0.6725	0.5881	0.7668
0.2897	16.3125	522	0.5890	0.7112	0.5890	0.7675
0.2897	16.375	524	0.5709	0.7151	0.5709	0.7556
0.2897	16.4375	526	0.5945	0.6872	0.5945	0.7711
0.2897	16.5	528	0.6441	0.6169	0.6441	0.8025
0.2897	16.5625	530	0.6602	0.5788	0.6602	0.8126
0.2897	16.625	532	0.6414	0.5710	0.6414	0.8009
0.2897	16.6875	534	0.6094	0.5796	0.6094	0.7806
0.2897	16.75	536	0.5940	0.5796	0.5940	0.7707
0.2897	16.8125	538	0.5760	0.5938	0.5760	0.7590
0.2897	16.875	540	0.5637	0.6588	0.5637	0.7508
0.2897	16.9375	542	0.5569	0.6460	0.5569	0.7463
0.2897	17.0	544	0.5643	0.6695	0.5643	0.7512
0.2897	17.0625	546	0.6051	0.6371	0.6051	0.7779
0.2897	17.125	548	0.6119	0.6404	0.6119	0.7823
0.2897	17.1875	550	0.6041	0.6404	0.6041	0.7773
0.2897	17.25	552	0.5761	0.6371	0.5761	0.7590
0.2897	17.3125	554	0.5465	0.6460	0.5465	0.7392
0.2897	17.375	556	0.5408	0.6742	0.5408	0.7354
0.2897	17.4375	558	0.5426	0.6634	0.5426	0.7366
0.2897	17.5	560	0.5441	0.6625	0.5441	0.7376
0.2897	17.5625	562	0.5512	0.6729	0.5512	0.7424
0.2897	17.625	564	0.5574	0.6537	0.5574	0.7466
0.2897	17.6875	566	0.5531	0.6880	0.5531	0.7437
0.2897	17.75	568	0.5422	0.6649	0.5422	0.7364
0.2897	17.8125	570	0.5369	0.6649	0.5369	0.7328
0.2897	17.875	572	0.5365	0.6788	0.5365	0.7324
0.2897	17.9375	574	0.5501	0.7117	0.5501	0.7417
0.2897	18.0	576	0.5413	0.7117	0.5413	0.7358
0.2897	18.0625	578	0.5331	0.7201	0.5331	0.7301
0.2897	18.125	580	0.5258	0.6537	0.5258	0.7251
0.2897	18.1875	582	0.5487	0.6724	0.5487	0.7407
0.2897	18.25	584	0.5826	0.6438	0.5826	0.7633
0.2897	18.3125	586	0.5997	0.5894	0.5997	0.7744
0.2897	18.375	588	0.5875	0.5835	0.5875	0.7665
0.2897	18.4375	590	0.5770	0.6209	0.5770	0.7596
0.2897	18.5	592	0.5724	0.6537	0.5724	0.7565
0.2897	18.5625	594	0.5739	0.6175	0.5739	0.7575
0.2897	18.625	596	0.5567	0.6460	0.5567	0.7461
0.2897	18.6875	598	0.5415	0.6681	0.5415	0.7359
0.2897	18.75	600	0.5396	0.6690	0.5396	0.7346
0.2897	18.8125	602	0.5397	0.6641	0.5397	0.7346
0.2897	18.875	604	0.5494	0.6764	0.5494	0.7412
0.2897	18.9375	606	0.5494	0.6584	0.5494	0.7412
0.2897	19.0	608	0.5724	0.6473	0.5724	0.7566
0.2897	19.0625	610	0.6545	0.5799	0.6545	0.8090
0.2897	19.125	612	0.6897	0.5591	0.6897	0.8305
0.2897	19.1875	614	0.6590	0.5718	0.6590	0.8118
0.2897	19.25	616	0.6217	0.6165	0.6217	0.7885
0.2897	19.3125	618	0.6121	0.5436	0.6121	0.7824
0.2897	19.375	620	0.6110	0.5436	0.6110	0.7816
0.2897	19.4375	622	0.6040	0.5556	0.6040	0.7772
0.2897	19.5	624	0.6098	0.5862	0.6098	0.7809
0.2897	19.5625	626	0.6603	0.5740	0.6603	0.8126
0.2897	19.625	628	0.6961	0.5555	0.6961	0.8343
0.2897	19.6875	630	0.6671	0.5822	0.6671	0.8168
0.2897	19.75	632	0.6414	0.5763	0.6414	0.8009
0.2897	19.8125	634	0.6027	0.5862	0.6027	0.7763
0.2897	19.875	636	0.5982	0.6150	0.5982	0.7734
0.2897	19.9375	638	0.5834	0.6150	0.5834	0.7638
0.2897	20.0	640	0.5765	0.6150	0.5765	0.7593
0.2897	20.0625	642	0.5717	0.6322	0.5717	0.7561
0.2897	20.125	644	0.5539	0.6322	0.5539	0.7443
0.2897	20.1875	646	0.5408	0.6332	0.5408	0.7354
0.2897	20.25	648	0.5328	0.6496	0.5328	0.7299
0.2897	20.3125	650	0.5317	0.6824	0.5317	0.7292
0.2897	20.375	652	0.5352	0.6667	0.5352	0.7315
0.2897	20.4375	654	0.5368	0.6622	0.5368	0.7327
0.2897	20.5	656	0.5409	0.6332	0.5409	0.7355
0.2897	20.5625	658	0.5593	0.6315	0.5593	0.7479
0.2897	20.625	660	0.5875	0.6464	0.5875	0.7665
0.2897	20.6875	662	0.5795	0.6352	0.5795	0.7613
0.2897	20.75	664	0.5537	0.6177	0.5537	0.7441
0.2897	20.8125	666	0.5352	0.6796	0.5352	0.7316
0.2897	20.875	668	0.5464	0.6036	0.5464	0.7392
0.2897	20.9375	670	0.5515	0.6036	0.5515	0.7427
0.2897	21.0	672	0.5361	0.6437	0.5361	0.7322
0.2897	21.0625	674	0.5289	0.6932	0.5289	0.7272
0.2897	21.125	676	0.5406	0.6555	0.5406	0.7353
0.2897	21.1875	678	0.5986	0.6301	0.5986	0.7737
0.2897	21.25	680	0.6279	0.6123	0.6279	0.7924
0.2897	21.3125	682	0.5981	0.6151	0.5981	0.7733
0.2897	21.375	684	0.5566	0.6502	0.5566	0.7460
0.2897	21.4375	686	0.5268	0.6632	0.5268	0.7258
0.2897	21.5	688	0.5165	0.6903	0.5165	0.7187
0.2897	21.5625	690	0.5105	0.6903	0.5105	0.7145
0.2897	21.625	692	0.5059	0.7573	0.5059	0.7113
0.2897	21.6875	694	0.5041	0.7358	0.5041	0.7100
0.2897	21.75	696	0.5145	0.6936	0.5145	0.7173
0.2897	21.8125	698	0.5065	0.7148	0.5065	0.7117
0.2897	21.875	700	0.5061	0.7210	0.5061	0.7114
0.2897	21.9375	702	0.5152	0.7429	0.5152	0.7178
0.2897	22.0	704	0.5135	0.7429	0.5135	0.7166
0.2897	22.0625	706	0.5078	0.7423	0.5078	0.7126
0.2897	22.125	708	0.5170	0.6911	0.5170	0.7190
0.2897	22.1875	710	0.5396	0.6606	0.5396	0.7346
0.2897	22.25	712	0.5633	0.6286	0.5633	0.7505
0.2897	22.3125	714	0.5740	0.6286	0.5740	0.7576
0.2897	22.375	716	0.5800	0.6286	0.5800	0.7616
0.2897	22.4375	718	0.5917	0.6350	0.5917	0.7692
0.2897	22.5	720	0.5890	0.6315	0.5890	0.7675
0.2897	22.5625	722	0.5747	0.6276	0.5747	0.7581
0.2897	22.625	724	0.5525	0.6528	0.5525	0.7433
0.2897	22.6875	726	0.5246	0.6733	0.5246	0.7243
0.2897	22.75	728	0.5197	0.7375	0.5197	0.7209
0.2897	22.8125	730	0.5225	0.7529	0.5225	0.7228
0.2897	22.875	732	0.5168	0.6830	0.5168	0.7189
0.2897	22.9375	734	0.5208	0.6911	0.5208	0.7217
0.2897	23.0	736	0.5300	0.6528	0.5300	0.7280
0.2897	23.0625	738	0.5342	0.6631	0.5342	0.7309
0.2897	23.125	740	0.5464	0.6516	0.5464	0.7392
0.2897	23.1875	742	0.5434	0.6516	0.5434	0.7372
0.2897	23.25	744	0.5267	0.6720	0.5267	0.7258
0.2897	23.3125	746	0.5258	0.6720	0.5258	0.7252
0.2897	23.375	748	0.5408	0.6951	0.5408	0.7354
0.2897	23.4375	750	0.5322	0.7172	0.5322	0.7295
0.2897	23.5	752	0.5202	0.7535	0.5202	0.7213
0.2897	23.5625	754	0.5080	0.7377	0.5080	0.7127
0.2897	23.625	756	0.5190	0.6814	0.5190	0.7204
0.2897	23.6875	758	0.5453	0.6916	0.5453	0.7384
0.2897	23.75	760	0.5608	0.6623	0.5608	0.7489
0.2897	23.8125	762	0.5487	0.6488	0.5487	0.7407
0.2897	23.875	764	0.5352	0.6343	0.5352	0.7316
0.2897	23.9375	766	0.5387	0.6485	0.5387	0.7340
0.2897	24.0	768	0.5422	0.7326	0.5422	0.7364
0.2897	24.0625	770	0.5461	0.7216	0.5461	0.7390
0.2897	24.125	772	0.5674	0.6725	0.5674	0.7532
0.2897	24.1875	774	0.5621	0.6759	0.5621	0.7498
0.2897	24.25	776	0.5560	0.5833	0.5560	0.7456
0.2897	24.3125	778	0.5721	0.6043	0.5721	0.7564
0.2897	24.375	780	0.5866	0.5835	0.5866	0.7659
0.2897	24.4375	782	0.5802	0.5153	0.5802	0.7617
0.2897	24.5	784	0.5650	0.5302	0.5650	0.7516
0.2897	24.5625	786	0.5506	0.5703	0.5506	0.7420
0.2897	24.625	788	0.5422	0.5703	0.5422	0.7363
0.2897	24.6875	790	0.5268	0.5703	0.5268	0.7258

Framework versions

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