ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k13_task3_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: 0.5697
• Qwk: 0.3797
• Mse: 0.5697
• Rmse: 0.7548

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0303	2	3.1282	-0.0138	3.1282	1.7687
No log	0.0606	4	1.5179	-0.0070	1.5179	1.2320
No log	0.0909	6	1.1581	0.0294	1.1581	1.0762
No log	0.1212	8	0.7690	0.2153	0.7690	0.8769
No log	0.1515	10	0.6127	0.0569	0.6127	0.7828
No log	0.1818	12	0.7640	0.2549	0.7640	0.8741
No log	0.2121	14	0.9614	0.1228	0.9614	0.9805
No log	0.2424	16	0.5615	0.3533	0.5615	0.7493
No log	0.2727	18	0.7005	0.0452	0.7005	0.8370
No log	0.3030	20	0.5935	0.0720	0.5935	0.7704
No log	0.3333	22	0.6134	0.2749	0.6134	0.7832
No log	0.3636	24	0.8193	0.0617	0.8193	0.9052
No log	0.3939	26	0.6066	0.2281	0.6066	0.7788
No log	0.4242	28	0.5393	0.1549	0.5393	0.7344
No log	0.4545	30	0.7938	0.1179	0.7938	0.8910
No log	0.4848	32	0.6314	0.3000	0.6314	0.7946
No log	0.5152	34	0.7979	0.1864	0.7979	0.8933
No log	0.5455	36	1.1937	0.1111	1.1937	1.0926
No log	0.5758	38	0.7664	0.1228	0.7664	0.8755
No log	0.6061	40	0.5313	0.3067	0.5313	0.7289
No log	0.6364	42	0.5353	0.3067	0.5353	0.7317
No log	0.6667	44	0.7341	0.0823	0.7341	0.8568
No log	0.6970	46	1.1219	0.0745	1.1219	1.0592
No log	0.7273	48	1.0206	0.0843	1.0206	1.0103
No log	0.7576	50	0.6941	0.2762	0.6941	0.8331
No log	0.7879	52	0.9324	0.1261	0.9324	0.9656
No log	0.8182	54	1.2275	0.0373	1.2275	1.1079
No log	0.8485	56	0.8618	0.1549	0.8618	0.9283
No log	0.8788	58	0.6154	0.2265	0.6154	0.7845
No log	0.9091	60	1.0987	0.0388	1.0987	1.0482
No log	0.9394	62	1.2621	0.0	1.2621	1.1234
No log	0.9697	64	0.9867	0.1165	0.9867	0.9933
No log	1.0	66	0.5923	0.1565	0.5923	0.7696
No log	1.0303	68	0.5306	0.1304	0.5306	0.7284
No log	1.0606	70	0.5365	0.2000	0.5365	0.7325
No log	1.0909	72	0.5100	0.2318	0.5100	0.7142
No log	1.1212	74	0.7795	0.1515	0.7795	0.8829
No log	1.1515	76	0.6981	0.2222	0.6981	0.8355
No log	1.1818	78	0.5006	0.3810	0.5006	0.7075
No log	1.2121	80	0.5085	0.4884	0.5085	0.7131
No log	1.2424	82	0.5564	0.375	0.5564	0.7459
No log	1.2727	84	0.5296	0.2527	0.5296	0.7277
No log	1.3030	86	0.6702	0.2990	0.6702	0.8186
No log	1.3333	88	0.5286	0.4634	0.5286	0.7270
No log	1.3636	90	0.6010	0.2090	0.6010	0.7753
No log	1.3939	92	0.5319	0.3455	0.5319	0.7293
No log	1.4242	94	0.7165	0.1915	0.7165	0.8464
No log	1.4545	96	0.7903	0.2692	0.7903	0.8890
No log	1.4848	98	0.5126	0.4065	0.5126	0.7160
No log	1.5152	100	0.8190	0.0877	0.8190	0.9050
No log	1.5455	102	0.8824	0.1545	0.8824	0.9394
No log	1.5758	104	0.5548	0.2821	0.5548	0.7449
No log	1.6061	106	0.7997	0.2423	0.7997	0.8942
No log	1.6364	108	1.3572	0.1597	1.3572	1.1650
No log	1.6667	110	0.9255	0.2569	0.9255	0.9620
No log	1.6970	112	0.7554	0.3214	0.7554	0.8691
No log	1.7273	114	0.9807	0.1877	0.9807	0.9903
No log	1.7576	116	0.6875	0.3028	0.6875	0.8291
No log	1.7879	118	0.7323	0.2618	0.7323	0.8557
No log	1.8182	120	1.1558	0.1842	1.1558	1.0751
No log	1.8485	122	0.7921	0.2000	0.7921	0.8900
No log	1.8788	124	0.5052	0.3711	0.5052	0.7108
No log	1.9091	126	0.5777	0.2273	0.5777	0.7601
No log	1.9394	128	0.5588	0.2832	0.5588	0.7475
No log	1.9697	130	0.5172	0.2911	0.5172	0.7192
No log	2.0	132	0.5882	0.3103	0.5882	0.7670
No log	2.0303	134	0.6266	0.3073	0.6266	0.7916
No log	2.0606	136	0.7425	0.2965	0.7425	0.8617
No log	2.0909	138	0.6110	0.2637	0.6110	0.7816
No log	2.1212	140	0.6402	0.2780	0.6402	0.8001
No log	2.1515	142	0.7547	0.2356	0.7547	0.8687
No log	2.1818	144	1.5361	0.1406	1.5361	1.2394
No log	2.2121	146	1.4277	0.1676	1.4277	1.1949
No log	2.2424	148	0.6698	0.2074	0.6698	0.8184
No log	2.2727	150	0.5982	0.3402	0.5982	0.7734
No log	2.3030	152	0.5765	0.1913	0.5765	0.7593
No log	2.3333	154	0.7190	0.2850	0.7190	0.8479
No log	2.3636	156	0.8018	0.2323	0.8018	0.8954
No log	2.3939	158	0.6454	0.3333	0.6454	0.8034
No log	2.4242	160	0.5918	0.2174	0.5918	0.7693
No log	2.4545	162	0.5946	0.2527	0.5946	0.7711
No log	2.4848	164	0.6475	0.2239	0.6475	0.8047
No log	2.5152	166	0.6382	0.2850	0.6382	0.7989
No log	2.5455	168	1.0662	0.1709	1.0662	1.0326
No log	2.5758	170	1.2887	0.1262	1.2887	1.1352
No log	2.6061	172	0.8788	0.1441	0.8788	0.9374
No log	2.6364	174	0.6756	0.2637	0.6756	0.8219
No log	2.6667	176	0.6660	0.2637	0.6660	0.8161
No log	2.6970	178	0.6682	0.2941	0.6682	0.8174
No log	2.7273	180	0.6222	0.2746	0.6222	0.7888
No log	2.7576	182	0.5958	0.3371	0.5958	0.7719
No log	2.7879	184	0.6314	0.2766	0.6314	0.7946
No log	2.8182	186	0.7615	0.2239	0.7615	0.8727
No log	2.8485	188	1.3189	0.1166	1.3189	1.1484
No log	2.8788	190	1.3060	0.1166	1.3060	1.1428
No log	2.9091	192	0.7339	0.2245	0.7339	0.8567
No log	2.9394	194	0.5512	0.2609	0.5512	0.7425
No log	2.9697	196	0.5544	0.2609	0.5544	0.7446
No log	3.0	198	0.6195	0.3136	0.6195	0.7871
No log	3.0303	200	1.0231	0.1533	1.0231	1.0115
No log	3.0606	202	1.1716	0.1068	1.1716	1.0824
No log	3.0909	204	0.7438	0.2536	0.7438	0.8624
No log	3.1212	206	0.6881	0.2258	0.6881	0.8295
No log	3.1515	208	0.5877	0.3171	0.5877	0.7666
No log	3.1818	210	0.5424	0.3735	0.5424	0.7364
No log	3.2121	212	0.5624	0.3810	0.5624	0.7499
No log	3.2424	214	0.8414	0.2676	0.8414	0.9173
No log	3.2727	216	1.0456	0.1608	1.0456	1.0225
No log	3.3030	218	0.7847	0.2315	0.7847	0.8858
No log	3.3333	220	0.7538	0.2323	0.7538	0.8682
No log	3.3636	222	0.6303	0.3561	0.6303	0.7939
No log	3.3939	224	0.5371	0.3023	0.5371	0.7329
No log	3.4242	226	0.5556	0.3149	0.5556	0.7454
No log	3.4545	228	0.7147	0.3271	0.7147	0.8454
No log	3.4848	230	0.8363	0.2294	0.8363	0.9145
No log	3.5152	232	0.6350	0.3561	0.6350	0.7969
No log	3.5455	234	0.5292	0.2809	0.5292	0.7274
No log	3.5758	236	0.5325	0.3609	0.5325	0.7297
No log	3.6061	238	0.7309	0.2621	0.7309	0.8549
No log	3.6364	240	0.8146	0.1928	0.8146	0.9026
No log	3.6667	242	0.6924	0.2941	0.6924	0.8321
No log	3.6970	244	0.7617	0.1855	0.7617	0.8728
No log	3.7273	246	0.6483	0.3905	0.6483	0.8052
No log	3.7576	248	0.5481	0.4162	0.5481	0.7403
No log	3.7879	250	0.5464	0.4725	0.5464	0.7392
No log	3.8182	252	0.6601	0.3488	0.6601	0.8125
No log	3.8485	254	0.9570	0.1621	0.9570	0.9783
No log	3.8788	256	0.9715	0.1692	0.9715	0.9856
No log	3.9091	258	0.6485	0.2871	0.6485	0.8053
No log	3.9394	260	0.5254	0.2663	0.5254	0.7248
No log	3.9697	262	0.6378	0.2670	0.6378	0.7986
No log	4.0	264	0.6275	0.1832	0.6275	0.7921
No log	4.0303	266	0.5304	0.3253	0.5304	0.7283
No log	4.0606	268	0.6617	0.2245	0.6617	0.8134
No log	4.0909	270	1.1681	0.1438	1.1681	1.0808
No log	4.1212	272	1.3410	0.1662	1.3410	1.1580
No log	4.1515	274	1.0242	0.1635	1.0242	1.0121
No log	4.1818	276	0.5738	0.4162	0.5738	0.7575
No log	4.2121	278	0.5448	0.2644	0.5448	0.7381
No log	4.2424	280	0.5331	0.3043	0.5331	0.7301
No log	4.2727	282	0.5661	0.4667	0.5661	0.7524
No log	4.3030	284	0.7825	0.1570	0.7825	0.8846
No log	4.3333	286	0.8473	0.1605	0.8473	0.9205
No log	4.3636	288	0.6609	0.2332	0.6609	0.8130
No log	4.3939	290	0.5202	0.4286	0.5202	0.7212
No log	4.4242	292	0.5097	0.3073	0.5097	0.7140
No log	4.4545	294	0.5374	0.2670	0.5374	0.7331
No log	4.4848	296	0.5143	0.3412	0.5143	0.7171
No log	4.5152	298	0.5546	0.4682	0.5546	0.7447
No log	4.5455	300	0.6479	0.3860	0.6479	0.8050
No log	4.5758	302	0.7099	0.1852	0.7099	0.8426
No log	4.6061	304	0.6196	0.4455	0.6196	0.7871
No log	4.6364	306	0.5796	0.48	0.5796	0.7613
No log	4.6667	308	0.5492	0.4105	0.5492	0.7411
No log	4.6970	310	0.5623	0.3913	0.5623	0.7499
No log	4.7273	312	0.5892	0.4639	0.5892	0.7676
No log	4.7576	314	0.7003	0.2593	0.7003	0.8368
No log	4.7879	316	0.7427	0.2554	0.7427	0.8618
No log	4.8182	318	0.7672	0.2203	0.7672	0.8759
No log	4.8485	320	0.6237	0.3814	0.6237	0.7898
No log	4.8788	322	0.5669	0.5282	0.5669	0.7529
No log	4.9091	324	0.6487	0.3663	0.6487	0.8054
No log	4.9394	326	0.8114	0.1937	0.8114	0.9008
No log	4.9697	328	0.7603	0.2199	0.7603	0.8719
No log	5.0	330	0.5716	0.4105	0.5716	0.7561
No log	5.0303	332	0.5197	0.4536	0.5197	0.7209
No log	5.0606	334	0.5546	0.4162	0.5546	0.7447
No log	5.0909	336	0.7531	0.1570	0.7531	0.8678
No log	5.1212	338	0.8244	0.1933	0.8244	0.9080
No log	5.1515	340	0.6824	0.2727	0.6824	0.8261
No log	5.1818	342	0.5301	0.4286	0.5301	0.7281
No log	5.2121	344	0.4970	0.4424	0.4970	0.7049
No log	5.2424	346	0.5512	0.3520	0.5512	0.7425
No log	5.2727	348	0.7537	0.1560	0.7537	0.8681
No log	5.3030	350	0.8211	0.1597	0.8211	0.9062
No log	5.3333	352	0.6876	0.2727	0.6876	0.8292
No log	5.3636	354	0.5079	0.4353	0.5079	0.7127
No log	5.3939	356	0.4915	0.3966	0.4915	0.7011
No log	5.4242	358	0.4909	0.4491	0.4909	0.7007
No log	5.4545	360	0.5161	0.4286	0.5161	0.7184
No log	5.4848	362	0.6917	0.3161	0.6917	0.8317
No log	5.5152	364	0.7696	0.1570	0.7696	0.8773
No log	5.5455	366	0.6723	0.3161	0.6723	0.8199
No log	5.5758	368	0.5442	0.3913	0.5442	0.7377
No log	5.6061	370	0.5341	0.4105	0.5341	0.7308
No log	5.6364	372	0.5898	0.3591	0.5898	0.7680
No log	5.6667	374	0.5591	0.4225	0.5591	0.7477
No log	5.6970	376	0.5422	0.3990	0.5422	0.7363
No log	5.7273	378	0.5662	0.3990	0.5662	0.7525
No log	5.7576	380	0.7492	0.2877	0.7492	0.8655
No log	5.7879	382	0.8509	0.2441	0.8509	0.9224
No log	5.8182	384	0.7164	0.2727	0.7164	0.8464
No log	5.8485	386	0.5752	0.36	0.5752	0.7584
No log	5.8788	388	0.5689	0.3535	0.5689	0.7542
No log	5.9091	390	0.5621	0.3535	0.5621	0.7498
No log	5.9394	392	0.6283	0.3535	0.6283	0.7927
No log	5.9697	394	0.8274	0.2459	0.8274	0.9096
No log	6.0	396	1.0253	0.2162	1.0253	1.0126
No log	6.0303	398	0.9569	0.1888	0.9569	0.9782
No log	6.0606	400	0.7078	0.1925	0.7078	0.8413
No log	6.0909	402	0.5675	0.4225	0.5675	0.7533
No log	6.1212	404	0.5063	0.4012	0.5063	0.7115
No log	6.1515	406	0.5096	0.4074	0.5096	0.7139
No log	6.1818	408	0.5564	0.3846	0.5564	0.7459
No log	6.2121	410	0.6576	0.3575	0.6576	0.8109
No log	6.2424	412	0.6699	0.3131	0.6699	0.8184
No log	6.2727	414	0.6871	0.3131	0.6871	0.8289
No log	6.3030	416	0.6052	0.4455	0.6052	0.7779
No log	6.3333	418	0.5026	0.3182	0.5026	0.7089
No log	6.3636	420	0.4967	0.5359	0.4967	0.7048
No log	6.3939	422	0.5026	0.4860	0.5026	0.7089
No log	6.4242	424	0.4964	0.4222	0.4964	0.7045
No log	6.4545	426	0.5765	0.4462	0.5765	0.7593
No log	6.4848	428	0.7286	0.2986	0.7286	0.8536
No log	6.5152	430	0.8138	0.1570	0.8138	0.9021
No log	6.5455	432	0.7412	0.2308	0.7412	0.8609
No log	6.5758	434	0.5621	0.48	0.5621	0.7497
No log	6.6061	436	0.4877	0.3898	0.4877	0.6983
No log	6.6364	438	0.5013	0.4043	0.5013	0.7080
No log	6.6667	440	0.4842	0.4682	0.4842	0.6959
No log	6.6970	442	0.4795	0.4091	0.4795	0.6924
No log	6.7273	444	0.5683	0.3548	0.5683	0.7539
No log	6.7576	446	0.6299	0.3617	0.6299	0.7937
No log	6.7879	448	0.6277	0.3617	0.6277	0.7923
No log	6.8182	450	0.5463	0.3520	0.5463	0.7391
No log	6.8485	452	0.4965	0.4286	0.4965	0.7047
No log	6.8788	454	0.4688	0.4286	0.4688	0.6847
No log	6.9091	456	0.4699	0.4146	0.4699	0.6855
No log	6.9394	458	0.4787	0.4286	0.4787	0.6918
No log	6.9697	460	0.5473	0.3846	0.5473	0.7398
No log	7.0	462	0.6435	0.3118	0.6435	0.8022
No log	7.0303	464	0.7013	0.2227	0.7013	0.8374
No log	7.0606	466	0.6665	0.2965	0.6665	0.8164
No log	7.0909	468	0.6008	0.3797	0.6008	0.7751
No log	7.1212	470	0.5347	0.4220	0.5347	0.7312
No log	7.1515	472	0.5210	0.4152	0.5210	0.7218
No log	7.1818	474	0.5475	0.3898	0.5475	0.7399
No log	7.2121	476	0.6314	0.3043	0.6314	0.7946
No log	7.2424	478	0.6857	0.2549	0.6857	0.8281
No log	7.2727	480	0.7559	0.1493	0.7559	0.8694
No log	7.3030	482	0.7298	0.1481	0.7298	0.8543
No log	7.3333	484	0.6777	0.2653	0.6777	0.8232
No log	7.3636	486	0.5869	0.3797	0.5869	0.7661
No log	7.3939	488	0.5212	0.4286	0.5212	0.7219
No log	7.4242	490	0.5038	0.4217	0.5038	0.7098
No log	7.4545	492	0.5038	0.4217	0.5038	0.7098
No log	7.4848	494	0.5231	0.4286	0.5231	0.7233
No log	7.5152	496	0.5677	0.3797	0.5677	0.7535
No log	7.5455	498	0.5670	0.3797	0.5670	0.7530
0.4324	7.5758	500	0.5412	0.3488	0.5412	0.7357
0.4324	7.6061	502	0.5096	0.4286	0.5096	0.7139
0.4324	7.6364	504	0.5031	0.4286	0.5031	0.7093
0.4324	7.6667	506	0.5128	0.4286	0.5128	0.7161
0.4324	7.6970	508	0.5397	0.3829	0.5397	0.7346
0.4324	7.7273	510	0.5524	0.3520	0.5524	0.7432
0.4324	7.7576	512	0.5224	0.4286	0.5224	0.7228
0.4324	7.7879	514	0.4937	0.4286	0.4937	0.7026
0.4324	7.8182	516	0.4968	0.4286	0.4968	0.7049
0.4324	7.8485	518	0.5190	0.3757	0.5190	0.7204
0.4324	7.8788	520	0.5655	0.3990	0.5655	0.7520
0.4324	7.9091	522	0.6144	0.4167	0.6144	0.7838
0.4324	7.9394	524	0.6743	0.3433	0.6743	0.8211
0.4324	7.9697	526	0.6841	0.3623	0.6841	0.8271
0.4324	8.0	528	0.6436	0.3623	0.6436	0.8023
0.4324	8.0303	530	0.5727	0.3990	0.5727	0.7567
0.4324	8.0606	532	0.5549	0.3617	0.5549	0.7449
0.4324	8.0909	534	0.5707	0.3990	0.5707	0.7555
0.4324	8.1212	536	0.6012	0.4105	0.6012	0.7754
0.4324	8.1515	538	0.6428	0.4059	0.6428	0.8017
0.4324	8.1818	540	0.6547	0.3623	0.6547	0.8091
0.4324	8.2121	542	0.6377	0.4518	0.6377	0.7986
0.4324	8.2424	544	0.5802	0.4105	0.5802	0.7617
0.4324	8.2727	546	0.5443	0.4043	0.5443	0.7378
0.4324	8.3030	548	0.5322	0.4043	0.5322	0.7295
0.4324	8.3333	550	0.5347	0.4043	0.5347	0.7313
0.4324	8.3636	552	0.5558	0.3990	0.5558	0.7455
0.4324	8.3939	554	0.5671	0.3990	0.5671	0.7530
0.4324	8.4242	556	0.5707	0.3990	0.5707	0.7554
0.4324	8.4545	558	0.5422	0.3990	0.5422	0.7363
0.4324	8.4848	560	0.5274	0.4043	0.5274	0.7262
0.4324	8.5152	562	0.5129	0.3708	0.5129	0.7162
0.4324	8.5455	564	0.5160	0.3708	0.5160	0.7184
0.4324	8.5758	566	0.5153	0.3708	0.5153	0.7179
0.4324	8.6061	568	0.5283	0.4043	0.5283	0.7269
0.4324	8.6364	570	0.5568	0.4105	0.5568	0.7462
0.4324	8.6667	572	0.5766	0.3797	0.5766	0.7593
0.4324	8.6970	574	0.6106	0.4167	0.6106	0.7814
0.4324	8.7273	576	0.6079	0.4167	0.6079	0.7797
0.4324	8.7576	578	0.5787	0.4167	0.5787	0.7607
0.4324	8.7879	580	0.5545	0.3797	0.5545	0.7447
0.4324	8.8182	582	0.5427	0.3730	0.5427	0.7367
0.4324	8.8485	584	0.5337	0.3333	0.5337	0.7305
0.4324	8.8788	586	0.5244	0.3708	0.5244	0.7241
0.4324	8.9091	588	0.5200	0.3708	0.5200	0.7211
0.4324	8.9394	590	0.5189	0.3708	0.5189	0.7204
0.4324	8.9697	592	0.5280	0.3371	0.5280	0.7266
0.4324	9.0	594	0.5429	0.3684	0.5429	0.7368
0.4324	9.0303	596	0.5440	0.3684	0.5440	0.7376
0.4324	9.0606	598	0.5537	0.3797	0.5537	0.7441
0.4324	9.0909	600	0.5795	0.3797	0.5795	0.7612
0.4324	9.1212	602	0.6315	0.4167	0.6315	0.7947
0.4324	9.1515	604	0.6855	0.2621	0.6855	0.8280
0.4324	9.1818	606	0.7037	0.2621	0.7037	0.8389
0.4324	9.2121	608	0.6886	0.2621	0.6886	0.8298
0.4324	9.2424	610	0.6514	0.4059	0.6514	0.8071
0.4324	9.2727	612	0.6047	0.3797	0.6047	0.7777
0.4324	9.3030	614	0.5606	0.3797	0.5606	0.7487
0.4324	9.3333	616	0.5336	0.3730	0.5336	0.7305
0.4324	9.3636	618	0.5126	0.3757	0.5126	0.7160
0.4324	9.3939	620	0.5048	0.3757	0.5048	0.7105
0.4324	9.4242	622	0.5012	0.3757	0.5012	0.7080
0.4324	9.4545	624	0.5030	0.3757	0.5030	0.7092
0.4324	9.4848	626	0.5107	0.3757	0.5107	0.7146
0.4324	9.5152	628	0.5187	0.3661	0.5187	0.7202
0.4324	9.5455	630	0.5298	0.3661	0.5298	0.7279
0.4324	9.5758	632	0.5452	0.3990	0.5452	0.7384
0.4324	9.6061	634	0.5621	0.3797	0.5621	0.7497
0.4324	9.6364	636	0.5767	0.3797	0.5767	0.7594
0.4324	9.6667	638	0.5823	0.3797	0.5823	0.7631
0.4324	9.6970	640	0.5801	0.3797	0.5801	0.7616
0.4324	9.7273	642	0.5769	0.3797	0.5769	0.7595
0.4324	9.7576	644	0.5785	0.3797	0.5785	0.7606
0.4324	9.7879	646	0.5817	0.3797	0.5817	0.7627
0.4324	9.8182	648	0.5818	0.3797	0.5818	0.7628
0.4324	9.8485	650	0.5801	0.3797	0.5801	0.7617
0.4324	9.8788	652	0.5784	0.3797	0.5784	0.7605
0.4324	9.9091	654	0.5746	0.3797	0.5746	0.7580
0.4324	9.9394	656	0.5725	0.3797	0.5725	0.7567
0.4324	9.9697	658	0.5706	0.3797	0.5706	0.7554
0.4324	10.0	660	0.5697	0.3797	0.5697	0.7548

Framework versions

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