ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k3_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: 0.5518
• Qwk: 0.6916
• Mse: 0.5518
• Rmse: 0.7428

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	0.2	2	3.9504	0.0069	3.9504	1.9875
No log	0.4	4	2.1315	0.0159	2.1315	1.4600
No log	0.6	6	1.3299	0.0389	1.3299	1.1532
No log	0.8	8	1.0077	0.2490	1.0077	1.0038
No log	1.0	10	0.9895	0.2061	0.9895	0.9947
No log	1.2	12	1.0008	0.2214	1.0008	1.0004
No log	1.4	14	1.0395	0.1755	1.0395	1.0196
No log	1.6	16	1.1258	0.1989	1.1258	1.0610
No log	1.8	18	1.3289	-0.0361	1.3289	1.1528
No log	2.0	20	1.1920	0.1416	1.1920	1.0918
No log	2.2	22	0.9889	0.2192	0.9889	0.9945
No log	2.4	24	0.9326	0.3506	0.9326	0.9657
No log	2.6	26	0.8953	0.3625	0.8953	0.9462
No log	2.8	28	0.8942	0.3139	0.8942	0.9456
No log	3.0	30	0.9177	0.3139	0.9177	0.9580
No log	3.2	32	0.8837	0.3528	0.8837	0.9401
No log	3.4	34	0.9134	0.1810	0.9134	0.9557
No log	3.6	36	0.8882	0.2214	0.8882	0.9424
No log	3.8	38	0.8834	0.3603	0.8834	0.9399
No log	4.0	40	1.0921	0.3126	1.0921	1.0451
No log	4.2	42	1.2559	0.2222	1.2559	1.1207
No log	4.4	44	1.1002	0.3796	1.1002	1.0489
No log	4.6	46	0.8046	0.4180	0.8046	0.8970
No log	4.8	48	0.7969	0.5334	0.7969	0.8927
No log	5.0	50	1.0705	0.4407	1.0705	1.0347
No log	5.2	52	1.1779	0.2273	1.1779	1.0853
No log	5.4	54	0.9952	0.2941	0.9952	0.9976
No log	5.6	56	0.7304	0.6188	0.7304	0.8546
No log	5.8	58	0.6531	0.5832	0.6531	0.8082
No log	6.0	60	0.7201	0.5969	0.7201	0.8486
No log	6.2	62	0.9135	0.4968	0.9135	0.9557
No log	6.4	64	1.0198	0.3138	1.0198	1.0099
No log	6.6	66	0.9873	0.3497	0.9873	0.9936
No log	6.8	68	0.8615	0.5196	0.8615	0.9282
No log	7.0	70	0.8124	0.5374	0.8124	0.9014
No log	7.2	72	0.7867	0.5081	0.7867	0.8870
No log	7.4	74	0.7667	0.5081	0.7667	0.8756
No log	7.6	76	0.7436	0.5471	0.7436	0.8623
No log	7.8	78	0.7655	0.5545	0.7655	0.8750
No log	8.0	80	0.8170	0.5662	0.8170	0.9039
No log	8.2	82	0.8386	0.5337	0.8386	0.9157
No log	8.4	84	0.8796	0.5089	0.8796	0.9378
No log	8.6	86	0.8312	0.5229	0.8312	0.9117
No log	8.8	88	0.8471	0.5368	0.8471	0.9204
No log	9.0	90	0.8338	0.4423	0.8338	0.9131
No log	9.2	92	0.7546	0.4712	0.7546	0.8687
No log	9.4	94	0.6683	0.5786	0.6683	0.8175
No log	9.6	96	0.6588	0.5809	0.6588	0.8117
No log	9.8	98	0.6669	0.6962	0.6669	0.8166
No log	10.0	100	0.7475	0.5944	0.7475	0.8646
No log	10.2	102	0.8675	0.5597	0.8675	0.9314
No log	10.4	104	0.7696	0.5532	0.7696	0.8773
No log	10.6	106	0.7252	0.5968	0.7252	0.8516
No log	10.8	108	0.6766	0.6084	0.6766	0.8226
No log	11.0	110	0.6547	0.6301	0.6547	0.8092
No log	11.2	112	0.6311	0.6606	0.6311	0.7944
No log	11.4	114	0.6388	0.6656	0.6388	0.7993
No log	11.6	116	0.7593	0.6123	0.7593	0.8714
No log	11.8	118	0.7555	0.6054	0.7555	0.8692
No log	12.0	120	0.6434	0.6157	0.6434	0.8021
No log	12.2	122	0.6230	0.6509	0.6230	0.7893
No log	12.4	124	0.6223	0.6720	0.6223	0.7888
No log	12.6	126	0.6296	0.6374	0.6296	0.7935
No log	12.8	128	0.6328	0.6330	0.6328	0.7955
No log	13.0	130	0.6723	0.6228	0.6723	0.8199
No log	13.2	132	0.7886	0.4910	0.7886	0.8880
No log	13.4	134	0.7987	0.4898	0.7987	0.8937
No log	13.6	136	0.7208	0.6099	0.7208	0.8490
No log	13.8	138	0.6563	0.6886	0.6563	0.8101
No log	14.0	140	0.6292	0.6493	0.6292	0.7932
No log	14.2	142	0.6124	0.6473	0.6124	0.7825
No log	14.4	144	0.6204	0.6430	0.6204	0.7877
No log	14.6	146	0.6758	0.5968	0.6758	0.8221
No log	14.8	148	0.6918	0.5968	0.6918	0.8317
No log	15.0	150	0.6415	0.6237	0.6415	0.8010
No log	15.2	152	0.6269	0.5923	0.6269	0.7918
No log	15.4	154	0.6332	0.5606	0.6332	0.7957
No log	15.6	156	0.6343	0.6076	0.6343	0.7964
No log	15.8	158	0.6280	0.6256	0.6280	0.7925
No log	16.0	160	0.6929	0.6639	0.6929	0.8324
No log	16.2	162	0.7154	0.6179	0.7154	0.8458
No log	16.4	164	0.6631	0.6446	0.6631	0.8143
No log	16.6	166	0.6383	0.6217	0.6383	0.7989
No log	16.8	168	0.6532	0.5735	0.6532	0.8082
No log	17.0	170	0.6629	0.6157	0.6629	0.8142
No log	17.2	172	0.6407	0.6347	0.6407	0.8004
No log	17.4	174	0.6053	0.6177	0.6053	0.7780
No log	17.6	176	0.6038	0.6356	0.6038	0.7770
No log	17.8	178	0.6816	0.6727	0.6816	0.8256
No log	18.0	180	0.7869	0.5892	0.7869	0.8871
No log	18.2	182	0.7539	0.6190	0.7539	0.8683
No log	18.4	184	0.6949	0.6394	0.6949	0.8336
No log	18.6	186	0.6773	0.5799	0.6773	0.8230
No log	18.8	188	0.6255	0.6386	0.6255	0.7909
No log	19.0	190	0.6749	0.6015	0.6749	0.8215
No log	19.2	192	0.7091	0.5521	0.7091	0.8421
No log	19.4	194	0.6824	0.6035	0.6824	0.8261
No log	19.6	196	0.6463	0.6071	0.6463	0.8039
No log	19.8	198	0.6241	0.6630	0.6241	0.7900
No log	20.0	200	0.5507	0.6780	0.5507	0.7421
No log	20.2	202	0.5443	0.6650	0.5443	0.7377
No log	20.4	204	0.5548	0.7042	0.5548	0.7449
No log	20.6	206	0.5998	0.6879	0.5998	0.7744
No log	20.8	208	0.6062	0.6879	0.6062	0.7786
No log	21.0	210	0.5603	0.6704	0.5603	0.7485
No log	21.2	212	0.5796	0.5930	0.5796	0.7613
No log	21.4	214	0.6058	0.5852	0.6058	0.7784
No log	21.6	216	0.5753	0.6555	0.5753	0.7585
No log	21.8	218	0.6263	0.6438	0.6263	0.7914
No log	22.0	220	0.6710	0.6245	0.6710	0.8192
No log	22.2	222	0.6432	0.6357	0.6432	0.8020
No log	22.4	224	0.6172	0.6406	0.6172	0.7856
No log	22.6	226	0.6010	0.6642	0.6010	0.7753
No log	22.8	228	0.5981	0.6748	0.5981	0.7734
No log	23.0	230	0.6210	0.6546	0.6210	0.7880
No log	23.2	232	0.6058	0.6443	0.6058	0.7783
No log	23.4	234	0.5760	0.6648	0.5760	0.7589
No log	23.6	236	0.5817	0.6546	0.5817	0.7627
No log	23.8	238	0.5760	0.6546	0.5760	0.7590
No log	24.0	240	0.5630	0.6640	0.5630	0.7503
No log	24.2	242	0.5486	0.7027	0.5486	0.7406
No log	24.4	244	0.5497	0.6865	0.5497	0.7414
No log	24.6	246	0.5701	0.6640	0.5701	0.7550
No log	24.8	248	0.5342	0.7288	0.5342	0.7309
No log	25.0	250	0.5234	0.6439	0.5234	0.7234
No log	25.2	252	0.5351	0.6374	0.5351	0.7315
No log	25.4	254	0.5609	0.6430	0.5609	0.7490
No log	25.6	256	0.6118	0.6609	0.6118	0.7822
No log	25.8	258	0.6137	0.6708	0.6137	0.7834
No log	26.0	260	0.5788	0.6647	0.5788	0.7608
No log	26.2	262	0.5716	0.6647	0.5716	0.7560
No log	26.4	264	0.5684	0.6446	0.5684	0.7540
No log	26.6	266	0.5612	0.6748	0.5612	0.7492
No log	26.8	268	0.5586	0.6697	0.5586	0.7474
No log	27.0	270	0.5551	0.6350	0.5551	0.7450
No log	27.2	272	0.5707	0.6555	0.5707	0.7555
No log	27.4	274	0.6757	0.6976	0.6757	0.8220
No log	27.6	276	0.7118	0.6035	0.7118	0.8437
No log	27.8	278	0.6476	0.5697	0.6476	0.8048
No log	28.0	280	0.5931	0.6371	0.5931	0.7701
No log	28.2	282	0.6121	0.6555	0.6121	0.7824
No log	28.4	284	0.6788	0.6357	0.6788	0.8239
No log	28.6	286	0.6593	0.6365	0.6593	0.8120
No log	28.8	288	0.6319	0.6138	0.6319	0.7949
No log	29.0	290	0.6156	0.6035	0.6156	0.7846
No log	29.2	292	0.6020	0.6266	0.6020	0.7759
No log	29.4	294	0.6017	0.6555	0.6017	0.7757
No log	29.6	296	0.6046	0.6575	0.6046	0.7775
No log	29.8	298	0.5925	0.6371	0.5925	0.7698
No log	30.0	300	0.5701	0.6673	0.5701	0.7551
No log	30.2	302	0.5911	0.6466	0.5911	0.7688
No log	30.4	304	0.5911	0.6118	0.5911	0.7688
No log	30.6	306	0.5863	0.6632	0.5863	0.7657
No log	30.8	308	0.6292	0.6249	0.6292	0.7932
No log	31.0	310	0.6753	0.6160	0.6753	0.8218
No log	31.2	312	0.6335	0.6438	0.6335	0.7959
No log	31.4	314	0.6044	0.6764	0.6044	0.7774
No log	31.6	316	0.5788	0.6880	0.5788	0.7608
No log	31.8	318	0.5743	0.6788	0.5743	0.7579
No log	32.0	320	0.5761	0.6788	0.5761	0.7590
No log	32.2	322	0.5828	0.6980	0.5828	0.7634
No log	32.4	324	0.5914	0.7026	0.5914	0.7690
No log	32.6	326	0.5985	0.7009	0.5985	0.7736
No log	32.8	328	0.6000	0.6446	0.6000	0.7746
No log	33.0	330	0.6072	0.6547	0.6072	0.7792
No log	33.2	332	0.6262	0.6815	0.6262	0.7913
No log	33.4	334	0.5973	0.6716	0.5973	0.7729
No log	33.6	336	0.5476	0.7148	0.5476	0.7400
No log	33.8	338	0.5377	0.6978	0.5377	0.7333
No log	34.0	340	0.5370	0.6978	0.5370	0.7328
No log	34.2	342	0.5412	0.6641	0.5412	0.7357
No log	34.4	344	0.5834	0.6547	0.5834	0.7638
No log	34.6	346	0.6477	0.5579	0.6477	0.8048
No log	34.8	348	0.6429	0.5579	0.6429	0.8018
No log	35.0	350	0.5771	0.6656	0.5771	0.7597
No log	35.2	352	0.5397	0.7042	0.5397	0.7346
No log	35.4	354	0.5377	0.7049	0.5377	0.7333
No log	35.6	356	0.5606	0.6740	0.5606	0.7487
No log	35.8	358	0.5917	0.6314	0.5917	0.7692
No log	36.0	360	0.5980	0.6380	0.5980	0.7733
No log	36.2	362	0.5702	0.6740	0.5702	0.7551
No log	36.4	364	0.5638	0.6916	0.5638	0.7508
No log	36.6	366	0.5824	0.6246	0.5824	0.7631
No log	36.8	368	0.5856	0.6246	0.5856	0.7652
No log	37.0	370	0.5785	0.7095	0.5785	0.7606
No log	37.2	372	0.5961	0.6555	0.5961	0.7721
No log	37.4	374	0.6152	0.6207	0.6152	0.7844
No log	37.6	376	0.6030	0.6555	0.6030	0.7766
No log	37.8	378	0.5913	0.6748	0.5913	0.7690
No log	38.0	380	0.5884	0.6650	0.5884	0.7671
No log	38.2	382	0.5941	0.6650	0.5941	0.7708
No log	38.4	384	0.6068	0.6256	0.6068	0.7790
No log	38.6	386	0.6281	0.5905	0.6281	0.7925
No log	38.8	388	0.6291	0.5905	0.6291	0.7931
No log	39.0	390	0.6161	0.6247	0.6161	0.7849
No log	39.2	392	0.6028	0.6256	0.6028	0.7764
No log	39.4	394	0.5945	0.6720	0.5945	0.7710
No log	39.6	396	0.5869	0.6720	0.5869	0.7661
No log	39.8	398	0.5827	0.6619	0.5827	0.7634
No log	40.0	400	0.5904	0.6414	0.5904	0.7684
No log	40.2	402	0.6043	0.6102	0.6043	0.7774
No log	40.4	404	0.6098	0.6169	0.6098	0.7809
No log	40.6	406	0.5863	0.6510	0.5863	0.7657
No log	40.8	408	0.5724	0.6732	0.5724	0.7566
No log	41.0	410	0.5693	0.6908	0.5693	0.7545
No log	41.2	412	0.5855	0.6167	0.5855	0.7652
No log	41.4	414	0.5766	0.6282	0.5766	0.7593
No log	41.6	416	0.5631	0.6498	0.5631	0.7504
No log	41.8	418	0.5684	0.6078	0.5684	0.7539
No log	42.0	420	0.5612	0.6269	0.5612	0.7492
No log	42.2	422	0.5540	0.6689	0.5540	0.7443
No log	42.4	424	0.5634	0.6732	0.5634	0.7506
No log	42.6	426	0.6033	0.6314	0.6033	0.7767
No log	42.8	428	0.6050	0.6314	0.6050	0.7778
No log	43.0	430	0.5910	0.6510	0.5910	0.7688
No log	43.2	432	0.5948	0.6120	0.5948	0.7712
No log	43.4	434	0.5903	0.6383	0.5903	0.7683
No log	43.6	436	0.5878	0.6383	0.5878	0.7667
No log	43.8	438	0.5955	0.6824	0.5955	0.7717
No log	44.0	440	0.6061	0.6620	0.6061	0.7785
No log	44.2	442	0.6074	0.6796	0.6074	0.7794
No log	44.4	444	0.6083	0.6796	0.6083	0.7799
No log	44.6	446	0.5996	0.6982	0.5996	0.7743
No log	44.8	448	0.6024	0.6460	0.6024	0.7761
No log	45.0	450	0.6103	0.6460	0.6103	0.7812
No log	45.2	452	0.6076	0.6422	0.6076	0.7795
No log	45.4	454	0.5945	0.6209	0.5945	0.7710
No log	45.6	456	0.5956	0.6209	0.5956	0.7717
No log	45.8	458	0.6132	0.6386	0.6132	0.7831
No log	46.0	460	0.6490	0.6272	0.6490	0.8056
No log	46.2	462	0.6744	0.5927	0.6744	0.8212
No log	46.4	464	0.6631	0.5938	0.6631	0.8143
No log	46.6	466	0.6339	0.6154	0.6339	0.7962
No log	46.8	468	0.6235	0.5722	0.6235	0.7896
No log	47.0	470	0.6155	0.6167	0.6155	0.7845
No log	47.2	472	0.6282	0.6055	0.6282	0.7926
No log	47.4	474	0.6623	0.5787	0.6623	0.8138
No log	47.6	476	0.6849	0.6064	0.6849	0.8276
No log	47.8	478	0.6891	0.6362	0.6891	0.8301
No log	48.0	480	0.6597	0.6362	0.6597	0.8122
No log	48.2	482	0.6050	0.6328	0.6050	0.7778
No log	48.4	484	0.5840	0.6687	0.5840	0.7642
No log	48.6	486	0.5978	0.6539	0.5978	0.7732
No log	48.8	488	0.6216	0.5964	0.6216	0.7884
No log	49.0	490	0.6424	0.5504	0.6424	0.8015
No log	49.2	492	0.6858	0.5254	0.6858	0.8281
No log	49.4	494	0.7451	0.5241	0.7451	0.8632
No log	49.6	496	0.7487	0.5013	0.7487	0.8653
No log	49.8	498	0.7017	0.5358	0.7017	0.8377
0.2056	50.0	500	0.6412	0.5822	0.6412	0.8007
0.2056	50.2	502	0.5994	0.6469	0.5994	0.7742
0.2056	50.4	504	0.5859	0.6894	0.5859	0.7655
0.2056	50.6	506	0.5794	0.6681	0.5794	0.7612
0.2056	50.8	508	0.5803	0.6736	0.5803	0.7618
0.2056	51.0	510	0.5920	0.6584	0.5920	0.7694
0.2056	51.2	512	0.6276	0.6395	0.6276	0.7922
0.2056	51.4	514	0.6381	0.6564	0.6381	0.7988
0.2056	51.6	516	0.6123	0.6502	0.6123	0.7825
0.2056	51.8	518	0.5696	0.6584	0.5696	0.7547
0.2056	52.0	520	0.5522	0.6610	0.5522	0.7431
0.2056	52.2	522	0.5593	0.6649	0.5593	0.7479
0.2056	52.4	524	0.5606	0.6788	0.5606	0.7487
0.2056	52.6	526	0.5604	0.7001	0.5604	0.7486
0.2056	52.8	528	0.5907	0.6272	0.5907	0.7685
0.2056	53.0	530	0.6622	0.5602	0.6622	0.8138
0.2056	53.2	532	0.6851	0.5242	0.6851	0.8277
0.2056	53.4	534	0.6558	0.5487	0.6558	0.8098
0.2056	53.6	536	0.6159	0.5938	0.6159	0.7848
0.2056	53.8	538	0.5924	0.5992	0.5924	0.7697
0.2056	54.0	540	0.5849	0.6578	0.5849	0.7648
0.2056	54.2	542	0.5742	0.6578	0.5742	0.7577
0.2056	54.4	544	0.5609	0.6771	0.5609	0.7489
0.2056	54.6	546	0.5605	0.6539	0.5605	0.7486
0.2056	54.8	548	0.5808	0.6386	0.5808	0.7621
0.2056	55.0	550	0.6023	0.6025	0.6023	0.7761
0.2056	55.2	552	0.6220	0.6025	0.6220	0.7887
0.2056	55.4	554	0.6165	0.6025	0.6165	0.7852
0.2056	55.6	556	0.6065	0.5923	0.6065	0.7787
0.2056	55.8	558	0.5988	0.6282	0.5988	0.7738
0.2056	56.0	560	0.5781	0.6510	0.5781	0.7603
0.2056	56.2	562	0.5765	0.6664	0.5765	0.7593
0.2056	56.4	564	0.5761	0.6699	0.5761	0.7590
0.2056	56.6	566	0.5712	0.6927	0.5712	0.7558
0.2056	56.8	568	0.5614	0.7143	0.5614	0.7493
0.2056	57.0	570	0.5601	0.6446	0.5601	0.7484
0.2056	57.2	572	0.5815	0.6035	0.5815	0.7626
0.2056	57.4	574	0.5901	0.6035	0.5901	0.7681
0.2056	57.6	576	0.5995	0.6035	0.5995	0.7743
0.2056	57.8	578	0.5923	0.5923	0.5923	0.7696
0.2056	58.0	580	0.5863	0.6167	0.5863	0.7657
0.2056	58.2	582	0.5826	0.6167	0.5826	0.7633
0.2056	58.4	584	0.5813	0.6167	0.5813	0.7624
0.2056	58.6	586	0.5774	0.6167	0.5774	0.7599
0.2056	58.8	588	0.5625	0.6282	0.5625	0.7500
0.2056	59.0	590	0.5547	0.6282	0.5547	0.7448
0.2056	59.2	592	0.5686	0.6282	0.5686	0.7541
0.2056	59.4	594	0.5887	0.6035	0.5887	0.7672
0.2056	59.6	596	0.5864	0.6035	0.5864	0.7657
0.2056	59.8	598	0.5620	0.6282	0.5620	0.7497
0.2056	60.0	600	0.5398	0.6748	0.5398	0.7347
0.2056	60.2	602	0.5408	0.6770	0.5408	0.7354
0.2056	60.4	604	0.5412	0.6770	0.5412	0.7356
0.2056	60.6	606	0.5442	0.6772	0.5442	0.7377
0.2056	60.8	608	0.5594	0.6473	0.5594	0.7479
0.2056	61.0	610	0.5784	0.6282	0.5784	0.7605
0.2056	61.2	612	0.5895	0.6018	0.5895	0.7678
0.2056	61.4	614	0.6088	0.6554	0.6088	0.7802
0.2056	61.6	616	0.6064	0.6554	0.6064	0.7787
0.2056	61.8	618	0.5834	0.6493	0.5834	0.7638
0.2056	62.0	620	0.5621	0.6439	0.5621	0.7498
0.2056	62.2	622	0.5524	0.6439	0.5524	0.7432
0.2056	62.4	624	0.5494	0.6740	0.5494	0.7412
0.2056	62.6	626	0.5493	0.6602	0.5493	0.7412
0.2056	62.8	628	0.5550	0.6745	0.5550	0.7450
0.2056	63.0	630	0.5646	0.6469	0.5646	0.7514
0.2056	63.2	632	0.5809	0.6460	0.5809	0.7622
0.2056	63.4	634	0.6092	0.6272	0.6092	0.7805
0.2056	63.6	636	0.6382	0.6262	0.6382	0.7989
0.2056	63.8	638	0.6526	0.5666	0.6526	0.8079
0.2056	64.0	640	0.6454	0.5988	0.6454	0.8034
0.2056	64.2	642	0.6186	0.5912	0.6186	0.7865
0.2056	64.4	644	0.5818	0.6386	0.5818	0.7628
0.2056	64.6	646	0.5557	0.6578	0.5557	0.7455
0.2056	64.8	648	0.5458	0.6753	0.5458	0.7388
0.2056	65.0	650	0.5465	0.6911	0.5465	0.7393
0.2056	65.2	652	0.5487	0.6796	0.5487	0.7407
0.2056	65.4	654	0.5510	0.6460	0.5510	0.7423
0.2056	65.6	656	0.5541	0.6849	0.5541	0.7444
0.2056	65.8	658	0.5572	0.6695	0.5572	0.7465
0.2056	66.0	660	0.5593	0.6695	0.5593	0.7479
0.2056	66.2	662	0.5721	0.6547	0.5721	0.7564
0.2056	66.4	664	0.5719	0.6547	0.5719	0.7562
0.2056	66.6	666	0.5610	0.6626	0.5610	0.7490
0.2056	66.8	668	0.5425	0.6806	0.5425	0.7366
0.2056	67.0	670	0.5355	0.7095	0.5355	0.7318
0.2056	67.2	672	0.5353	0.6729	0.5353	0.7316
0.2056	67.4	674	0.5351	0.6729	0.5351	0.7315
0.2056	67.6	676	0.5334	0.7095	0.5334	0.7303
0.2056	67.8	678	0.5377	0.7049	0.5377	0.7333
0.2056	68.0	680	0.5567	0.6764	0.5567	0.7461
0.2056	68.2	682	0.5711	0.6412	0.5711	0.7557
0.2056	68.4	684	0.5699	0.6035	0.5699	0.7549
0.2056	68.6	686	0.5668	0.6282	0.5668	0.7528
0.2056	68.8	688	0.5647	0.6282	0.5647	0.7515
0.2056	69.0	690	0.5557	0.6764	0.5557	0.7455
0.2056	69.2	692	0.5471	0.6764	0.5471	0.7396
0.2056	69.4	694	0.5461	0.6764	0.5461	0.7390
0.2056	69.6	696	0.5466	0.6732	0.5466	0.7393
0.2056	69.8	698	0.5537	0.6732	0.5537	0.7441
0.2056	70.0	700	0.5570	0.6597	0.5570	0.7463
0.2056	70.2	702	0.5605	0.6597	0.5605	0.7486
0.2056	70.4	704	0.5661	0.6501	0.5661	0.7524
0.2056	70.6	706	0.5693	0.6597	0.5693	0.7545
0.2056	70.8	708	0.5661	0.6388	0.5661	0.7524
0.2056	71.0	710	0.5586	0.6626	0.5586	0.7474
0.2056	71.2	712	0.5532	0.6732	0.5532	0.7438
0.2056	71.4	714	0.5440	0.6772	0.5440	0.7376
0.2056	71.6	716	0.5392	0.6814	0.5392	0.7343
0.2056	71.8	718	0.5356	0.7034	0.5356	0.7318
0.2056	72.0	720	0.5333	0.7041	0.5333	0.7302
0.2056	72.2	722	0.5335	0.7041	0.5335	0.7304
0.2056	72.4	724	0.5321	0.6995	0.5321	0.7295
0.2056	72.6	726	0.5291	0.6951	0.5291	0.7274
0.2056	72.8	728	0.5320	0.6944	0.5320	0.7294
0.2056	73.0	730	0.5344	0.6701	0.5344	0.7310
0.2056	73.2	732	0.5317	0.6944	0.5317	0.7291
0.2056	73.4	734	0.5293	0.6980	0.5293	0.7275
0.2056	73.6	736	0.5340	0.6980	0.5340	0.7307
0.2056	73.8	738	0.5413	0.7081	0.5413	0.7357
0.2056	74.0	740	0.5496	0.6519	0.5496	0.7413
0.2056	74.2	742	0.5587	0.6147	0.5587	0.7475
0.2056	74.4	744	0.5696	0.6147	0.5696	0.7547
0.2056	74.6	746	0.5783	0.6035	0.5783	0.7604
0.2056	74.8	748	0.5854	0.6388	0.5854	0.7651
0.2056	75.0	750	0.5890	0.6388	0.5890	0.7675
0.2056	75.2	752	0.5993	0.6388	0.5993	0.7742
0.2056	75.4	754	0.6073	0.6388	0.6073	0.7793
0.2056	75.6	756	0.6201	0.6589	0.6201	0.7875
0.2056	75.8	758	0.6207	0.6493	0.6207	0.7878
0.2056	76.0	760	0.6140	0.6102	0.6140	0.7836
0.2056	76.2	762	0.6069	0.6510	0.6069	0.7790
0.2056	76.4	764	0.6007	0.6510	0.6007	0.7750
0.2056	76.6	766	0.5982	0.6215	0.5982	0.7734
0.2056	76.8	768	0.5907	0.6756	0.5907	0.7686
0.2056	77.0	770	0.5820	0.6796	0.5820	0.7629
0.2056	77.2	772	0.5740	0.7103	0.5740	0.7576
0.2056	77.4	774	0.5658	0.7103	0.5658	0.7522
0.2056	77.6	776	0.5619	0.7196	0.5619	0.7496
0.2056	77.8	778	0.5605	0.6916	0.5605	0.7487
0.2056	78.0	780	0.5617	0.6916	0.5617	0.7495
0.2056	78.2	782	0.5630	0.6806	0.5630	0.7503
0.2056	78.4	784	0.5632	0.6432	0.5632	0.7504
0.2056	78.6	786	0.5606	0.6432	0.5606	0.7488
0.2056	78.8	788	0.5550	0.6623	0.5550	0.7450
0.2056	79.0	790	0.5509	0.6916	0.5509	0.7423
0.2056	79.2	792	0.5474	0.7239	0.5474	0.7399
0.2056	79.4	794	0.5491	0.7291	0.5491	0.7410
0.2056	79.6	796	0.5544	0.7291	0.5544	0.7446
0.2056	79.8	798	0.5601	0.6962	0.5601	0.7484
0.2056	80.0	800	0.5676	0.6962	0.5676	0.7534
0.2056	80.2	802	0.5739	0.6664	0.5739	0.7575
0.2056	80.4	804	0.5803	0.6350	0.5803	0.7618
0.2056	80.6	806	0.5773	0.6350	0.5773	0.7598
0.2056	80.8	808	0.5779	0.6350	0.5779	0.7602
0.2056	81.0	810	0.5782	0.6315	0.5782	0.7604
0.2056	81.2	812	0.5765	0.6315	0.5765	0.7593
0.2056	81.4	814	0.5720	0.6664	0.5720	0.7563
0.2056	81.6	816	0.5701	0.6664	0.5701	0.7550
0.2056	81.8	818	0.5673	0.6806	0.5673	0.7532
0.2056	82.0	820	0.5614	0.6916	0.5614	0.7492
0.2056	82.2	822	0.5598	0.6806	0.5598	0.7482
0.2056	82.4	824	0.5556	0.6916	0.5556	0.7454
0.2056	82.6	826	0.5531	0.6916	0.5531	0.7437
0.2056	82.8	828	0.5528	0.6916	0.5528	0.7435
0.2056	83.0	830	0.5563	0.6806	0.5563	0.7459
0.2056	83.2	832	0.5639	0.6432	0.5639	0.7509
0.2056	83.4	834	0.5674	0.6315	0.5674	0.7533
0.2056	83.6	836	0.5657	0.6315	0.5657	0.7521
0.2056	83.8	838	0.5657	0.6315	0.5657	0.7521
0.2056	84.0	840	0.5641	0.6432	0.5641	0.7511
0.2056	84.2	842	0.5658	0.6432	0.5658	0.7522
0.2056	84.4	844	0.5687	0.6315	0.5687	0.7541
0.2056	84.6	846	0.5722	0.6315	0.5722	0.7565
0.2056	84.8	848	0.5713	0.6315	0.5713	0.7558
0.2056	85.0	850	0.5693	0.6315	0.5693	0.7545
0.2056	85.2	852	0.5657	0.6432	0.5657	0.7522
0.2056	85.4	854	0.5583	0.6432	0.5583	0.7472
0.2056	85.6	856	0.5511	0.6916	0.5511	0.7423
0.2056	85.8	858	0.5455	0.6916	0.5455	0.7386
0.2056	86.0	860	0.5438	0.6916	0.5438	0.7375
0.2056	86.2	862	0.5449	0.6916	0.5449	0.7382
0.2056	86.4	864	0.5477	0.6916	0.5477	0.7401
0.2056	86.6	866	0.5488	0.6916	0.5488	0.7408
0.2056	86.8	868	0.5505	0.6916	0.5505	0.7420
0.2056	87.0	870	0.5521	0.6872	0.5521	0.7430
0.2056	87.2	872	0.5536	0.6872	0.5536	0.7440
0.2056	87.4	874	0.5560	0.6872	0.5560	0.7456
0.2056	87.6	876	0.5585	0.6872	0.5585	0.7473
0.2056	87.8	878	0.5625	0.6872	0.5625	0.7500
0.2056	88.0	880	0.5688	0.6872	0.5688	0.7542
0.2056	88.2	882	0.5763	0.6584	0.5763	0.7591
0.2056	88.4	884	0.5802	0.6396	0.5802	0.7617
0.2056	88.6	886	0.5807	0.6396	0.5807	0.7620
0.2056	88.8	888	0.5776	0.6584	0.5776	0.7600
0.2056	89.0	890	0.5775	0.6584	0.5775	0.7599
0.2056	89.2	892	0.5761	0.6584	0.5761	0.7590
0.2056	89.4	894	0.5712	0.6695	0.5712	0.7558
0.2056	89.6	896	0.5678	0.6695	0.5678	0.7535
0.2056	89.8	898	0.5643	0.6695	0.5643	0.7512
0.2056	90.0	900	0.5597	0.6695	0.5597	0.7482
0.2056	90.2	902	0.5541	0.6916	0.5541	0.7444
0.2056	90.4	904	0.5485	0.6916	0.5485	0.7406
0.2056	90.6	906	0.5456	0.7239	0.5456	0.7386
0.2056	90.8	908	0.5429	0.7239	0.5429	0.7368
0.2056	91.0	910	0.5414	0.7136	0.5414	0.7358
0.2056	91.2	912	0.5400	0.7136	0.5400	0.7348
0.2056	91.4	914	0.5387	0.7136	0.5387	0.7340
0.2056	91.6	916	0.5381	0.7136	0.5381	0.7336
0.2056	91.8	918	0.5381	0.7136	0.5381	0.7336
0.2056	92.0	920	0.5378	0.7136	0.5378	0.7333
0.2056	92.2	922	0.5378	0.7136	0.5378	0.7333
0.2056	92.4	924	0.5384	0.7239	0.5384	0.7337
0.2056	92.6	926	0.5396	0.7239	0.5396	0.7346
0.2056	92.8	928	0.5414	0.7239	0.5414	0.7358
0.2056	93.0	930	0.5436	0.6916	0.5436	0.7373
0.2056	93.2	932	0.5443	0.6916	0.5443	0.7377
0.2056	93.4	934	0.5444	0.6916	0.5444	0.7378
0.2056	93.6	936	0.5456	0.6916	0.5456	0.7386
0.2056	93.8	938	0.5480	0.6916	0.5480	0.7403
0.2056	94.0	940	0.5507	0.6916	0.5507	0.7421
0.2056	94.2	942	0.5526	0.6916	0.5526	0.7434
0.2056	94.4	944	0.5546	0.6916	0.5546	0.7447
0.2056	94.6	946	0.5544	0.6916	0.5544	0.7446
0.2056	94.8	948	0.5537	0.6916	0.5537	0.7441
0.2056	95.0	950	0.5522	0.6916	0.5522	0.7431
0.2056	95.2	952	0.5502	0.6916	0.5502	0.7418
0.2056	95.4	954	0.5489	0.6916	0.5489	0.7409
0.2056	95.6	956	0.5470	0.6916	0.5470	0.7396
0.2056	95.8	958	0.5460	0.6916	0.5460	0.7390
0.2056	96.0	960	0.5458	0.6916	0.5458	0.7388
0.2056	96.2	962	0.5458	0.6916	0.5458	0.7388
0.2056	96.4	964	0.5463	0.6916	0.5463	0.7392
0.2056	96.6	966	0.5468	0.6916	0.5468	0.7395
0.2056	96.8	968	0.5472	0.6916	0.5472	0.7397
0.2056	97.0	970	0.5481	0.6916	0.5481	0.7404
0.2056	97.2	972	0.5488	0.6916	0.5488	0.7408
0.2056	97.4	974	0.5494	0.6916	0.5494	0.7412
0.2056	97.6	976	0.5501	0.6916	0.5501	0.7417
0.2056	97.8	978	0.5504	0.6916	0.5504	0.7419
0.2056	98.0	980	0.5510	0.6916	0.5510	0.7423
0.2056	98.2	982	0.5519	0.6916	0.5519	0.7429
0.2056	98.4	984	0.5522	0.6916	0.5522	0.7431
0.2056	98.6	986	0.5524	0.6916	0.5524	0.7432
0.2056	98.8	988	0.5523	0.6916	0.5523	0.7432
0.2056	99.0	990	0.5521	0.6916	0.5521	0.7430
0.2056	99.2	992	0.5521	0.6916	0.5521	0.7430
0.2056	99.4	994	0.5521	0.6916	0.5521	0.7430
0.2056	99.6	996	0.5520	0.6916	0.5520	0.7430
0.2056	99.8	998	0.5519	0.6916	0.5519	0.7429
0.0413	100.0	1000	0.5518	0.6916	0.5518	0.7428

Framework versions

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