ArabicNewSplits7_FineTuningAraBERT_run3_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: 0.5522
• Qwk: 0.6736
• Mse: 0.5522
• Rmse: 0.7431

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	1.3300	0.0389	1.3300	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	1.1921	0.1416	1.1921	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	0.3382	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	0.7656	0.5545	0.7656	0.8750
No log	8.0	80	0.8169	0.5662	0.8169	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	0.6564	0.6886	0.6564	0.8102
No log	14.0	140	0.6293	0.6493	0.6293	0.7933
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	0.8318
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	0.6384	0.6217	0.6384	0.7990
No log	16.8	168	0.6533	0.5735	0.6533	0.8083
No log	17.0	170	0.6632	0.6157	0.6632	0.8143
No log	17.2	172	0.6408	0.6347	0.6408	0.8005
No log	17.4	174	0.6053	0.6177	0.6053	0.7780
No log	17.6	176	0.6037	0.6356	0.6037	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	0.7534	0.6190	0.7534	0.8680
No log	18.4	184	0.6947	0.6394	0.6947	0.8335
No log	18.6	186	0.6773	0.5799	0.6773	0.8230
No log	18.8	188	0.6257	0.6386	0.6257	0.7910
No log	19.0	190	0.6751	0.6015	0.6751	0.8217
No log	19.2	192	0.7088	0.5521	0.7088	0.8419
No log	19.4	194	0.6811	0.5854	0.6811	0.8253
No log	19.6	196	0.6452	0.6071	0.6452	0.8033
No log	19.8	198	0.6238	0.6630	0.6238	0.7898
No log	20.0	200	0.5504	0.6780	0.5504	0.7419
No log	20.2	202	0.5437	0.6650	0.5437	0.7374
No log	20.4	204	0.5545	0.7042	0.5545	0.7447
No log	20.6	206	0.5992	0.6879	0.5992	0.7741
No log	20.8	208	0.6057	0.6879	0.6057	0.7783
No log	21.0	210	0.5601	0.6704	0.5601	0.7484
No log	21.2	212	0.5794	0.5930	0.5794	0.7612
No log	21.4	214	0.6054	0.5852	0.6054	0.7781
No log	21.6	216	0.5754	0.6555	0.5754	0.7585
No log	21.8	218	0.6273	0.6438	0.6273	0.7920
No log	22.0	220	0.6720	0.6245	0.6720	0.8198
No log	22.2	222	0.6438	0.6254	0.6438	0.8024
No log	22.4	224	0.6176	0.6570	0.6176	0.7859
No log	22.6	226	0.6014	0.6642	0.6014	0.7755
No log	22.8	228	0.5980	0.6740	0.5980	0.7733
No log	23.0	230	0.6210	0.6546	0.6210	0.7880
No log	23.2	232	0.6051	0.6443	0.6051	0.7779
No log	23.4	234	0.5748	0.6648	0.5748	0.7581
No log	23.6	236	0.5812	0.6546	0.5812	0.7624
No log	23.8	238	0.5754	0.6546	0.5754	0.7585
No log	24.0	240	0.5605	0.6640	0.5605	0.7487
No log	24.2	242	0.5464	0.6724	0.5464	0.7392
No log	24.4	244	0.5501	0.6879	0.5501	0.7417
No log	24.6	246	0.5696	0.6640	0.5696	0.7547
No log	24.8	248	0.5329	0.7443	0.5329	0.7300
No log	25.0	250	0.5224	0.6439	0.5224	0.7228
No log	25.2	252	0.5349	0.6374	0.5349	0.7314
No log	25.4	254	0.5596	0.6430	0.5596	0.7481
No log	25.6	256	0.6094	0.6609	0.6094	0.7806
No log	25.8	258	0.6111	0.6815	0.6111	0.7818
No log	26.0	260	0.5758	0.6647	0.5758	0.7588
No log	26.2	262	0.5690	0.6647	0.5690	0.7543
No log	26.4	264	0.5663	0.6547	0.5663	0.7525
No log	26.6	266	0.5601	0.6748	0.5601	0.7484
No log	26.8	268	0.5589	0.6697	0.5589	0.7476
No log	27.0	270	0.5554	0.6383	0.5554	0.7453
No log	27.2	272	0.5701	0.6555	0.5701	0.7551
No log	27.4	274	0.6727	0.6976	0.6727	0.8202
No log	27.6	276	0.7090	0.5832	0.7090	0.8420
No log	27.8	278	0.6472	0.5697	0.6472	0.8045
No log	28.0	280	0.5942	0.6371	0.5942	0.7709
No log	28.2	282	0.6138	0.6555	0.6138	0.7835
No log	28.4	284	0.6824	0.6612	0.6824	0.8261
No log	28.6	286	0.6572	0.6365	0.6572	0.8107
No log	28.8	288	0.6231	0.5838	0.6231	0.7894
No log	29.0	290	0.6034	0.6035	0.6034	0.7768
No log	29.2	292	0.5893	0.6572	0.5893	0.7677
No log	29.4	294	0.5950	0.6555	0.5950	0.7713
No log	29.6	296	0.6022	0.6575	0.6022	0.7760
No log	29.8	298	0.5915	0.6371	0.5915	0.7691
No log	30.0	300	0.5675	0.6673	0.5675	0.7533
No log	30.2	302	0.5873	0.6466	0.5873	0.7664
No log	30.4	304	0.5878	0.6317	0.5878	0.7667
No log	30.6	306	0.5865	0.6491	0.5865	0.7659
No log	30.8	308	0.6287	0.6249	0.6287	0.7929
No log	31.0	310	0.6799	0.6160	0.6799	0.8245
No log	31.2	312	0.6433	0.6538	0.6433	0.8021
No log	31.4	314	0.6061	0.6764	0.6061	0.7785
No log	31.6	316	0.5757	0.6880	0.5757	0.7588
No log	31.8	318	0.5727	0.6482	0.5727	0.7568
No log	32.0	320	0.5745	0.6924	0.5745	0.7579
No log	32.2	322	0.5858	0.6872	0.5858	0.7654
No log	32.4	324	0.5896	0.7026	0.5896	0.7679
No log	32.6	326	0.5926	0.6833	0.5926	0.7698
No log	32.8	328	0.5886	0.6593	0.5886	0.7672
No log	33.0	330	0.5919	0.6547	0.5919	0.7693
No log	33.2	332	0.6160	0.6815	0.6160	0.7849
No log	33.4	334	0.5945	0.6716	0.5945	0.7711
No log	33.6	336	0.5467	0.6980	0.5467	0.7394
No log	33.8	338	0.5340	0.6978	0.5340	0.7308
No log	34.0	340	0.5377	0.6978	0.5377	0.7333
No log	34.2	342	0.5541	0.7009	0.5541	0.7444
No log	34.4	344	0.5992	0.6422	0.5992	0.7741
No log	34.6	346	0.6420	0.5579	0.6420	0.8012
No log	34.8	348	0.6221	0.6042	0.6221	0.7887
No log	35.0	350	0.5585	0.6555	0.5585	0.7474
No log	35.2	352	0.5386	0.7042	0.5386	0.7339
No log	35.4	354	0.5391	0.7049	0.5391	0.7342
No log	35.6	356	0.5619	0.6564	0.5619	0.7496
No log	35.8	358	0.5940	0.6589	0.5940	0.7707
No log	36.0	360	0.6009	0.6380	0.6009	0.7752
No log	36.2	362	0.5710	0.7049	0.5710	0.7557
No log	36.4	364	0.5688	0.6659	0.5688	0.7542
No log	36.6	366	0.6063	0.5653	0.6063	0.7787
No log	36.8	368	0.6113	0.5446	0.6113	0.7819
No log	37.0	370	0.5866	0.6246	0.5866	0.7659
No log	37.2	372	0.5911	0.6564	0.5911	0.7688
No log	37.4	374	0.6136	0.6207	0.6136	0.7833
No log	37.6	376	0.6083	0.6314	0.6083	0.7799
No log	37.8	378	0.5936	0.6748	0.5936	0.7704
No log	38.0	380	0.5876	0.6748	0.5876	0.7666
No log	38.2	382	0.5940	0.6328	0.5940	0.7707
No log	38.4	384	0.6062	0.6659	0.6062	0.7786
No log	38.6	386	0.6169	0.6147	0.6169	0.7854
No log	38.8	388	0.6212	0.6247	0.6212	0.7882
No log	39.0	390	0.6153	0.6147	0.6153	0.7844
No log	39.2	392	0.6044	0.6288	0.6044	0.7775
No log	39.4	394	0.5976	0.6602	0.5976	0.7730
No log	39.6	396	0.5908	0.6924	0.5908	0.7687
No log	39.8	398	0.5850	0.6572	0.5850	0.7649
No log	40.0	400	0.5911	0.6129	0.5911	0.7688
No log	40.2	402	0.5999	0.6406	0.5999	0.7745
No log	40.4	404	0.5995	0.6406	0.5995	0.7743
No log	40.6	406	0.5742	0.6709	0.5742	0.7578
No log	40.8	408	0.5637	0.6780	0.5637	0.7508
No log	41.0	410	0.5702	0.6510	0.5702	0.7551
No log	41.2	412	0.5993	0.6272	0.5993	0.7741
No log	41.4	414	0.5921	0.6305	0.5921	0.7695
No log	41.6	416	0.5729	0.6209	0.5729	0.7569
No log	41.8	418	0.5749	0.6230	0.5749	0.7582
No log	42.0	420	0.5635	0.6400	0.5635	0.7507
No log	42.2	422	0.5540	0.6649	0.5540	0.7443
No log	42.4	424	0.5601	0.7081	0.5601	0.7484
No log	42.6	426	0.5881	0.6008	0.5881	0.7669
No log	42.8	428	0.5771	0.6314	0.5771	0.7597
No log	43.0	430	0.5624	0.6650	0.5624	0.7499
No log	43.2	432	0.5751	0.6061	0.5751	0.7584
No log	43.4	434	0.5778	0.6383	0.5778	0.7602
No log	43.6	436	0.5830	0.6509	0.5830	0.7636
No log	43.8	438	0.5966	0.6519	0.5966	0.7724
No log	44.0	440	0.6060	0.6578	0.6060	0.7785
No log	44.2	442	0.6060	0.6796	0.6060	0.7785
No log	44.4	444	0.6070	0.6796	0.6070	0.7791
No log	44.6	446	0.6017	0.6862	0.6017	0.7757
No log	44.8	448	0.6083	0.6499	0.6083	0.7799
No log	45.0	450	0.6106	0.6499	0.6106	0.7814
No log	45.2	452	0.6045	0.6620	0.6045	0.7775
No log	45.4	454	0.5946	0.6415	0.5946	0.7711
No log	45.6	456	0.5975	0.6380	0.5975	0.7730
No log	45.8	458	0.6222	0.6361	0.6222	0.7888
No log	46.0	460	0.6654	0.5822	0.6654	0.8157
No log	46.2	462	0.6857	0.5811	0.6857	0.8281
No log	46.4	464	0.6674	0.5872	0.6674	0.8170
No log	46.6	466	0.6447	0.5734	0.6447	0.8029
No log	46.8	468	0.6436	0.5388	0.6436	0.8023
No log	47.0	470	0.6306	0.5386	0.6306	0.7941
No log	47.2	472	0.6291	0.5855	0.6291	0.7931
No log	47.4	474	0.6614	0.5599	0.6614	0.8132
No log	47.6	476	0.6857	0.6189	0.6857	0.8281
No log	47.8	478	0.7033	0.5948	0.7033	0.8387
No log	48.0	480	0.6856	0.5958	0.6856	0.8280
No log	48.2	482	0.6319	0.5909	0.6319	0.7949
No log	48.4	484	0.5978	0.6500	0.5978	0.7732
No log	48.6	486	0.6011	0.6386	0.6011	0.7753
No log	48.8	488	0.6185	0.5938	0.6185	0.7864
No log	49.0	490	0.6337	0.5487	0.6337	0.7961
No log	49.2	492	0.6762	0.5370	0.6762	0.8223
No log	49.4	494	0.7334	0.5013	0.7334	0.8564
No log	49.6	496	0.7385	0.5013	0.7385	0.8594
No log	49.8	498	0.6953	0.5242	0.6953	0.8338
0.2057	50.0	500	0.6402	0.5822	0.6402	0.8001
0.2057	50.2	502	0.5996	0.6350	0.5996	0.7743
0.2057	50.4	504	0.5827	0.6942	0.5827	0.7634
0.2057	50.6	506	0.5777	0.6724	0.5777	0.7601
0.2057	50.8	508	0.5759	0.6641	0.5759	0.7589
0.2057	51.0	510	0.5867	0.6695	0.5867	0.7660
0.2057	51.2	512	0.6321	0.6218	0.6321	0.7950
0.2057	51.4	514	0.6617	0.6556	0.6617	0.8134
0.2057	51.6	516	0.6451	0.6386	0.6451	0.8032
0.2057	51.8	518	0.5985	0.6228	0.5985	0.7736
0.2057	52.0	520	0.5623	0.7066	0.5623	0.7499
0.2057	52.2	522	0.5651	0.6460	0.5651	0.7517
0.2057	52.4	524	0.5706	0.6272	0.5706	0.7554
0.2057	52.6	526	0.5676	0.7116	0.5676	0.7534
0.2057	52.8	528	0.5817	0.6584	0.5817	0.7627
0.2057	53.0	530	0.6266	0.6272	0.6266	0.7916
0.2057	53.2	532	0.6407	0.5697	0.6407	0.8004
0.2057	53.4	534	0.6324	0.5938	0.6324	0.7953
0.2057	53.6	536	0.6146	0.5938	0.6146	0.7840
0.2057	53.8	538	0.6074	0.5992	0.6074	0.7794
0.2057	54.0	540	0.6102	0.5992	0.6102	0.7812
0.2057	54.2	542	0.5985	0.6112	0.5985	0.7736
0.2057	54.4	544	0.5787	0.6578	0.5787	0.7607
0.2057	54.6	546	0.5690	0.6578	0.5690	0.7543
0.2057	54.8	548	0.5763	0.6500	0.5763	0.7591
0.2057	55.0	550	0.5943	0.6025	0.5943	0.7709
0.2057	55.2	552	0.6164	0.6025	0.6164	0.7851
0.2057	55.4	554	0.6156	0.6025	0.6156	0.7846
0.2057	55.6	556	0.6033	0.5923	0.6033	0.7767
0.2057	55.8	558	0.5902	0.6259	0.5902	0.7682
0.2057	56.0	560	0.5782	0.7246	0.5782	0.7604
0.2057	56.2	562	0.5853	0.6699	0.5853	0.7651
0.2057	56.4	564	0.5925	0.7033	0.5925	0.7697
0.2057	56.6	566	0.5903	0.7033	0.5903	0.7683
0.2057	56.8	568	0.5792	0.6699	0.5792	0.7611
0.2057	57.0	570	0.5738	0.6838	0.5738	0.7575
0.2057	57.2	572	0.5864	0.6018	0.5864	0.7658
0.2057	57.4	574	0.5929	0.6018	0.5929	0.7700
0.2057	57.6	576	0.6024	0.6035	0.6024	0.7761
0.2057	57.8	578	0.5911	0.6035	0.5911	0.7688
0.2057	58.0	580	0.5770	0.6282	0.5770	0.7596
0.2057	58.2	582	0.5678	0.6396	0.5678	0.7535
0.2057	58.4	584	0.5735	0.6282	0.5735	0.7573
0.2057	58.6	586	0.5836	0.6035	0.5836	0.7640
0.2057	58.8	588	0.5757	0.6035	0.5757	0.7587
0.2057	59.0	590	0.5608	0.6473	0.5608	0.7489
0.2057	59.2	592	0.5621	0.6228	0.5621	0.7498
0.2057	59.4	594	0.5714	0.6207	0.5714	0.7559
0.2057	59.6	596	0.5674	0.6388	0.5674	0.7533
0.2057	59.8	598	0.5502	0.6838	0.5502	0.7418
0.2057	60.0	600	0.5385	0.6788	0.5385	0.7338
0.2057	60.2	602	0.5408	0.6830	0.5408	0.7354
0.2057	60.4	604	0.5406	0.6830	0.5406	0.7353
0.2057	60.6	606	0.5450	0.6780	0.5450	0.7383
0.2057	60.8	608	0.5696	0.6259	0.5696	0.7547
0.2057	61.0	610	0.6003	0.5699	0.6003	0.7748
0.2057	61.2	612	0.6179	0.5798	0.6179	0.7861
0.2057	61.4	614	0.6255	0.6296	0.6255	0.7909
0.2057	61.6	616	0.6145	0.6656	0.6145	0.7839
0.2057	61.8	618	0.5898	0.6493	0.5898	0.7680
0.2057	62.0	620	0.5765	0.6206	0.5765	0.7593
0.2057	62.2	622	0.5709	0.6650	0.5709	0.7555
0.2057	62.4	624	0.5671	0.6341	0.5671	0.7531
0.2057	62.6	626	0.5658	0.6689	0.5658	0.7522
0.2057	62.8	628	0.5667	0.6780	0.5667	0.7528
0.2057	63.0	630	0.5720	0.6880	0.5720	0.7563
0.2057	63.2	632	0.5834	0.6584	0.5834	0.7638
0.2057	63.4	634	0.6032	0.6035	0.6032	0.7767
0.2057	63.6	636	0.6275	0.5595	0.6275	0.7921
0.2057	63.8	638	0.6400	0.5677	0.6400	0.8000
0.2057	64.0	640	0.6364	0.5677	0.6364	0.7978
0.2057	64.2	642	0.6181	0.5482	0.6181	0.7862
0.2057	64.4	644	0.5906	0.6396	0.5906	0.7685
0.2057	64.6	646	0.5698	0.6664	0.5698	0.7549
0.2057	64.8	648	0.5596	0.6942	0.5596	0.7481
0.2057	65.0	650	0.5581	0.7124	0.5581	0.7471
0.2057	65.2	652	0.5602	0.7238	0.5602	0.7484
0.2057	65.4	654	0.5619	0.7238	0.5619	0.7496
0.2057	65.6	656	0.5642	0.6970	0.5642	0.7511
0.2057	65.8	658	0.5661	0.6924	0.5661	0.7524
0.2057	66.0	660	0.5687	0.6838	0.5687	0.7541
0.2057	66.2	662	0.5813	0.6388	0.5813	0.7624
0.2057	66.4	664	0.5850	0.6388	0.5850	0.7648
0.2057	66.6	666	0.5812	0.6493	0.5812	0.7624
0.2057	66.8	668	0.5684	0.6493	0.5684	0.7539
0.2057	67.0	670	0.5585	0.6634	0.5585	0.7473
0.2057	67.2	672	0.5510	0.7143	0.5510	0.7423
0.2057	67.4	674	0.5466	0.7143	0.5466	0.7393
0.2057	67.6	676	0.5436	0.7034	0.5436	0.7373
0.2057	67.8	678	0.5426	0.7034	0.5426	0.7366
0.2057	68.0	680	0.5516	0.6519	0.5516	0.7427
0.2057	68.2	682	0.5621	0.6337	0.5621	0.7498
0.2057	68.4	684	0.5638	0.6337	0.5638	0.7509
0.2057	68.6	686	0.5658	0.6584	0.5658	0.7522
0.2057	68.8	688	0.5697	0.6584	0.5697	0.7548
0.2057	69.0	690	0.5621	0.6623	0.5621	0.7498
0.2057	69.2	692	0.5544	0.6814	0.5544	0.7446
0.2057	69.4	694	0.5546	0.6814	0.5546	0.7447
0.2057	69.6	696	0.5567	0.6880	0.5567	0.7461
0.2057	69.8	698	0.5667	0.6597	0.5667	0.7528
0.2057	70.0	700	0.5715	0.6597	0.5715	0.7560
0.2057	70.2	702	0.5792	0.6597	0.5792	0.7610
0.2057	70.4	704	0.5861	0.6597	0.5861	0.7656
0.2057	70.6	706	0.5910	0.6388	0.5910	0.7688
0.2057	70.8	708	0.5888	0.6485	0.5888	0.7674
0.2057	71.0	710	0.5786	0.6388	0.5786	0.7607
0.2057	71.2	712	0.5688	0.6772	0.5688	0.7542
0.2057	71.4	714	0.5554	0.6814	0.5554	0.7452
0.2057	71.6	716	0.5484	0.7034	0.5484	0.7405
0.2057	71.8	718	0.5421	0.7034	0.5421	0.7363
0.2057	72.0	720	0.5363	0.7143	0.5363	0.7324
0.2057	72.2	722	0.5331	0.7143	0.5331	0.7302
0.2057	72.4	724	0.5323	0.7095	0.5323	0.7296
0.2057	72.6	726	0.5327	0.7049	0.5327	0.7299
0.2057	72.8	728	0.5402	0.6701	0.5402	0.7350
0.2057	73.0	730	0.5448	0.6701	0.5448	0.7381
0.2057	73.2	732	0.5422	0.6701	0.5422	0.7364
0.2057	73.4	734	0.5393	0.6944	0.5393	0.7344
0.2057	73.6	736	0.5438	0.6944	0.5438	0.7374
0.2057	73.8	738	0.5521	0.6701	0.5521	0.7430
0.2057	74.0	740	0.5633	0.6397	0.5633	0.7505
0.2057	74.2	742	0.5771	0.6314	0.5771	0.7597
0.2057	74.4	744	0.5928	0.6314	0.5928	0.7699
0.2057	74.6	746	0.6004	0.6314	0.6004	0.7748
0.2057	74.8	748	0.6056	0.6412	0.6056	0.7782
0.2057	75.0	750	0.6046	0.6589	0.6046	0.7775
0.2057	75.2	752	0.6079	0.6751	0.6079	0.7797
0.2057	75.4	754	0.6093	0.6853	0.6093	0.7806
0.2057	75.6	756	0.6175	0.6906	0.6175	0.7858
0.2057	75.8	758	0.6154	0.7007	0.6154	0.7845
0.2057	76.0	760	0.6096	0.6835	0.6096	0.7808
0.2057	76.2	762	0.6056	0.6976	0.6056	0.7782
0.2057	76.4	764	0.6018	0.6594	0.6018	0.7757
0.2057	76.6	766	0.6016	0.6568	0.6016	0.7756
0.2057	76.8	768	0.5974	0.6828	0.5974	0.7729
0.2057	77.0	770	0.5937	0.6697	0.5937	0.7705
0.2057	77.2	772	0.5871	0.6697	0.5871	0.7662
0.2057	77.4	774	0.5761	0.6689	0.5761	0.7590
0.2057	77.6	776	0.5680	0.7095	0.5680	0.7536
0.2057	77.8	778	0.5641	0.7095	0.5641	0.7511
0.2057	78.0	780	0.5630	0.6772	0.5630	0.7504
0.2057	78.2	782	0.5620	0.6772	0.5620	0.7496
0.2057	78.4	784	0.5602	0.6593	0.5602	0.7485
0.2057	78.6	786	0.5578	0.6916	0.5578	0.7468
0.2057	78.8	788	0.5543	0.6962	0.5543	0.7445
0.2057	79.0	790	0.5526	0.7009	0.5526	0.7434
0.2057	79.2	792	0.5522	0.7009	0.5522	0.7431
0.2057	79.4	794	0.5544	0.7009	0.5544	0.7446
0.2057	79.6	796	0.5604	0.6894	0.5604	0.7486
0.2057	79.8	798	0.5664	0.6557	0.5664	0.7526
0.2057	80.0	800	0.5709	0.6664	0.5709	0.7556
0.2057	80.2	802	0.5738	0.6664	0.5738	0.7575
0.2057	80.4	804	0.5750	0.6664	0.5750	0.7583
0.2057	80.6	806	0.5685	0.6664	0.5685	0.7540
0.2057	80.8	808	0.5668	0.6623	0.5668	0.7528
0.2057	81.0	810	0.5657	0.6623	0.5657	0.7521
0.2057	81.2	812	0.5638	0.6623	0.5638	0.7509
0.2057	81.4	814	0.5600	0.6557	0.5600	0.7484
0.2057	81.6	816	0.5588	0.6557	0.5588	0.7475
0.2057	81.8	818	0.5577	0.6557	0.5577	0.7468
0.2057	82.0	820	0.5538	0.6673	0.5538	0.7442
0.2057	82.2	822	0.5527	0.6632	0.5527	0.7434
0.2057	82.4	824	0.5495	0.6632	0.5495	0.7413
0.2057	82.6	826	0.5478	0.6962	0.5478	0.7401
0.2057	82.8	828	0.5492	0.6632	0.5492	0.7411
0.2057	83.0	830	0.5545	0.6482	0.5545	0.7446
0.2057	83.2	832	0.5630	0.6584	0.5630	0.7503
0.2057	83.4	834	0.5682	0.6396	0.5682	0.7538
0.2057	83.6	836	0.5664	0.6396	0.5664	0.7526
0.2057	83.8	838	0.5661	0.6584	0.5661	0.7524
0.2057	84.0	840	0.5637	0.6584	0.5637	0.7508
0.2057	84.2	842	0.5631	0.6623	0.5631	0.7504
0.2057	84.4	844	0.5652	0.6664	0.5652	0.7518
0.2057	84.6	846	0.5677	0.6664	0.5677	0.7534
0.2057	84.8	848	0.5666	0.6664	0.5666	0.7527
0.2057	85.0	850	0.5653	0.6664	0.5653	0.7519
0.2057	85.2	852	0.5633	0.6623	0.5633	0.7505
0.2057	85.4	854	0.5574	0.6736	0.5574	0.7466
0.2057	85.6	856	0.5519	0.6632	0.5519	0.7429
0.2057	85.8	858	0.5482	0.6632	0.5482	0.7404
0.2057	86.0	860	0.5492	0.6593	0.5492	0.7411
0.2057	86.2	862	0.5527	0.6593	0.5527	0.7434
0.2057	86.4	864	0.5577	0.6695	0.5577	0.7468
0.2057	86.6	866	0.5589	0.6695	0.5589	0.7476
0.2057	86.8	868	0.5598	0.6695	0.5598	0.7482
0.2057	87.0	870	0.5605	0.6695	0.5605	0.7487
0.2057	87.2	872	0.5593	0.6695	0.5593	0.7479
0.2057	87.4	874	0.5591	0.6695	0.5591	0.7478
0.2057	87.6	876	0.5591	0.6695	0.5591	0.7477
0.2057	87.8	878	0.5616	0.6695	0.5616	0.7494
0.2057	88.0	880	0.5659	0.6695	0.5659	0.7522
0.2057	88.2	882	0.5708	0.6446	0.5708	0.7555
0.2057	88.4	884	0.5739	0.6446	0.5739	0.7576
0.2057	88.6	886	0.5748	0.6446	0.5748	0.7581
0.2057	88.8	888	0.5721	0.6695	0.5721	0.7564
0.2057	89.0	890	0.5736	0.6446	0.5736	0.7574
0.2057	89.2	892	0.5739	0.6337	0.5739	0.7576
0.2057	89.4	894	0.5702	0.6584	0.5702	0.7551
0.2057	89.6	896	0.5683	0.6584	0.5683	0.7539
0.2057	89.8	898	0.5661	0.6584	0.5661	0.7524
0.2057	90.0	900	0.5618	0.6584	0.5618	0.7496
0.2057	90.2	902	0.5563	0.6584	0.5563	0.7458
0.2057	90.4	904	0.5507	0.6519	0.5507	0.7421
0.2057	90.6	906	0.5481	0.6962	0.5481	0.7403
0.2057	90.8	908	0.5464	0.6962	0.5464	0.7392
0.2057	91.0	910	0.5450	0.6962	0.5450	0.7382
0.2057	91.2	912	0.5431	0.6962	0.5431	0.7369
0.2057	91.4	914	0.5406	0.6962	0.5406	0.7353
0.2057	91.6	916	0.5390	0.6962	0.5390	0.7341
0.2057	91.8	918	0.5385	0.6962	0.5385	0.7338
0.2057	92.0	920	0.5378	0.6962	0.5378	0.7333
0.2057	92.2	922	0.5374	0.6962	0.5374	0.7331
0.2057	92.4	924	0.5376	0.6962	0.5376	0.7332
0.2057	92.6	926	0.5387	0.6924	0.5387	0.7340
0.2057	92.8	928	0.5403	0.6924	0.5403	0.7351
0.2057	93.0	930	0.5421	0.6962	0.5421	0.7363
0.2057	93.2	932	0.5424	0.6962	0.5424	0.7365
0.2057	93.4	934	0.5422	0.6962	0.5422	0.7364
0.2057	93.6	936	0.5435	0.6962	0.5435	0.7372
0.2057	93.8	938	0.5463	0.6632	0.5463	0.7391
0.2057	94.0	940	0.5498	0.6736	0.5498	0.7415
0.2057	94.2	942	0.5524	0.6695	0.5524	0.7432
0.2057	94.4	944	0.5553	0.6695	0.5553	0.7452
0.2057	94.6	946	0.5556	0.6695	0.5556	0.7454
0.2057	94.8	948	0.5541	0.6695	0.5541	0.7443
0.2057	95.0	950	0.5523	0.6736	0.5523	0.7432
0.2057	95.2	952	0.5499	0.6736	0.5499	0.7416
0.2057	95.4	954	0.5485	0.6632	0.5485	0.7406
0.2057	95.6	956	0.5464	0.6962	0.5464	0.7392
0.2057	95.8	958	0.5453	0.6962	0.5453	0.7384
0.2057	96.0	960	0.5449	0.6962	0.5449	0.7382
0.2057	96.2	962	0.5449	0.6962	0.5449	0.7381
0.2057	96.4	964	0.5455	0.6962	0.5455	0.7386
0.2057	96.6	966	0.5460	0.6962	0.5460	0.7389
0.2057	96.8	968	0.5469	0.6632	0.5469	0.7396
0.2057	97.0	970	0.5485	0.6632	0.5485	0.7406
0.2057	97.2	972	0.5497	0.6632	0.5497	0.7414
0.2057	97.4	974	0.5506	0.6736	0.5506	0.7420
0.2057	97.6	976	0.5516	0.6736	0.5516	0.7427
0.2057	97.8	978	0.5523	0.6736	0.5523	0.7431
0.2057	98.0	980	0.5528	0.6736	0.5528	0.7435
0.2057	98.2	982	0.5534	0.6736	0.5534	0.7439
0.2057	98.4	984	0.5537	0.6736	0.5537	0.7441
0.2057	98.6	986	0.5537	0.6623	0.5537	0.7441
0.2057	98.8	988	0.5535	0.6736	0.5535	0.7440
0.2057	99.0	990	0.5531	0.6736	0.5531	0.7437
0.2057	99.2	992	0.5529	0.6736	0.5529	0.7435
0.2057	99.4	994	0.5527	0.6736	0.5527	0.7434
0.2057	99.6	996	0.5525	0.6736	0.5525	0.7433
0.2057	99.8	998	0.5523	0.6736	0.5523	0.7431
0.0415	100.0	1000	0.5522	0.6736	0.5522	0.7431

Framework versions

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