ArabicNewSplits5_FineTuningAraBERT_run1_AugV5_k16_task1_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: 0.5164
• Qwk: 0.7308
• Mse: 0.5164
• Rmse: 0.7186

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	0.0202	2	5.0569	-0.0328	5.0569	2.2488
No log	0.0404	4	3.1877	0.0827	3.1877	1.7854
No log	0.0606	6	2.3373	-0.0241	2.3373	1.5288
No log	0.0808	8	2.6355	-0.1330	2.6355	1.6234
No log	0.1010	10	1.8253	0.0392	1.8253	1.3510
No log	0.1212	12	1.3034	0.2352	1.3034	1.1416
No log	0.1414	14	1.5548	0.0926	1.5548	1.2469
No log	0.1616	16	2.1621	0.1691	2.1621	1.4704
No log	0.1818	18	2.4595	0.1099	2.4595	1.5683
No log	0.2020	20	2.0571	0.1989	2.0571	1.4343
No log	0.2222	22	1.3889	0.1478	1.3889	1.1785
No log	0.2424	24	1.2397	0.2488	1.2397	1.1134
No log	0.2626	26	1.2960	0.2441	1.2960	1.1384
No log	0.2828	28	1.3144	0.2615	1.3144	1.1465
No log	0.3030	30	1.1608	0.3398	1.1608	1.0774
No log	0.3232	32	1.0975	0.3745	1.0975	1.0476
No log	0.3434	34	1.1295	0.3805	1.1295	1.0628
No log	0.3636	36	1.2118	0.3841	1.2118	1.1008
No log	0.3838	38	1.2257	0.4035	1.2257	1.1071
No log	0.4040	40	1.3181	0.3990	1.3181	1.1481
No log	0.4242	42	1.4940	0.3475	1.4940	1.2223
No log	0.4444	44	1.6735	0.3159	1.6735	1.2936
No log	0.4646	46	1.7882	0.3227	1.7882	1.3372
No log	0.4848	48	1.5796	0.3792	1.5796	1.2568
No log	0.5051	50	1.4609	0.4169	1.4609	1.2087
No log	0.5253	52	1.1770	0.4651	1.1770	1.0849
No log	0.5455	54	1.0491	0.5259	1.0491	1.0242
No log	0.5657	56	1.0081	0.5751	1.0081	1.0040
No log	0.5859	58	0.9955	0.5678	0.9955	0.9978
No log	0.6061	60	1.2715	0.4637	1.2715	1.1276
No log	0.6263	62	1.2247	0.4854	1.2247	1.1067
No log	0.6465	64	0.9053	0.5766	0.9053	0.9515
No log	0.6667	66	0.6673	0.7102	0.6673	0.8169
No log	0.6869	68	0.6322	0.7350	0.6322	0.7951
No log	0.7071	70	0.7347	0.6890	0.7347	0.8572
No log	0.7273	72	1.2324	0.5733	1.2324	1.1101
No log	0.7475	74	2.1220	0.3140	2.1220	1.4567
No log	0.7677	76	2.2748	0.2917	2.2748	1.5082
No log	0.7879	78	1.7518	0.4028	1.7518	1.3235
No log	0.8081	80	1.3755	0.5332	1.3755	1.1728
No log	0.8283	82	1.0350	0.5997	1.0350	1.0173
No log	0.8485	84	0.7546	0.7021	0.7546	0.8686
No log	0.8687	86	0.7170	0.7006	0.7170	0.8467
No log	0.8889	88	0.8800	0.6176	0.8800	0.9381
No log	0.9091	90	1.1284	0.5242	1.1284	1.0622
No log	0.9293	92	1.0560	0.5535	1.0560	1.0276
No log	0.9495	94	0.8761	0.6674	0.8761	0.9360
No log	0.9697	96	0.8840	0.6036	0.8840	0.9402
No log	0.9899	98	1.0419	0.5434	1.0419	1.0207
No log	1.0101	100	1.3498	0.4630	1.3498	1.1618
No log	1.0303	102	1.1906	0.4828	1.1906	1.0912
No log	1.0505	104	0.9127	0.5937	0.9127	0.9553
No log	1.0707	106	1.2004	0.5124	1.2004	1.0956
No log	1.0909	108	1.3747	0.4724	1.3747	1.1725
No log	1.1111	110	1.3663	0.4534	1.3663	1.1689
No log	1.1313	112	0.8912	0.5851	0.8912	0.9440
No log	1.1515	114	0.7084	0.6665	0.7084	0.8416
No log	1.1717	116	0.7485	0.6698	0.7485	0.8652
No log	1.1919	118	1.0255	0.5839	1.0255	1.0127
No log	1.2121	120	1.6059	0.4438	1.6059	1.2673
No log	1.2323	122	1.6485	0.4342	1.6485	1.2839
No log	1.2525	124	1.2814	0.5226	1.2814	1.1320
No log	1.2727	126	0.8405	0.6762	0.8405	0.9168
No log	1.2929	128	0.6397	0.7206	0.6397	0.7998
No log	1.3131	130	0.6643	0.7239	0.6643	0.8150
No log	1.3333	132	0.6073	0.7452	0.6073	0.7793
No log	1.3535	134	0.6182	0.7158	0.6182	0.7862
No log	1.3737	136	0.7534	0.6460	0.7534	0.8680
No log	1.3939	138	0.7197	0.6610	0.7197	0.8483
No log	1.4141	140	0.5773	0.7392	0.5773	0.7598
No log	1.4343	142	0.5720	0.7783	0.5720	0.7563
No log	1.4545	144	0.5938	0.7388	0.5938	0.7706
No log	1.4747	146	0.5944	0.7680	0.5944	0.7710
No log	1.4949	148	0.5992	0.7616	0.5992	0.7741
No log	1.5152	150	0.6063	0.7276	0.6063	0.7787
No log	1.5354	152	0.6057	0.7247	0.6057	0.7783
No log	1.5556	154	0.6144	0.7349	0.6144	0.7838
No log	1.5758	156	0.6102	0.7265	0.6102	0.7811
No log	1.5960	158	0.5759	0.7564	0.5759	0.7589
No log	1.6162	160	0.6020	0.7113	0.6020	0.7759
No log	1.6364	162	0.6815	0.6665	0.6815	0.8255
No log	1.6566	164	0.5867	0.7419	0.5867	0.7659
No log	1.6768	166	0.5835	0.7288	0.5835	0.7639
No log	1.6970	168	0.6215	0.7299	0.6215	0.7883
No log	1.7172	170	0.5823	0.7226	0.5823	0.7631
No log	1.7374	172	0.6521	0.7386	0.6521	0.8075
No log	1.7576	174	0.6900	0.7017	0.6900	0.8307
No log	1.7778	176	0.6280	0.7309	0.6280	0.7924
No log	1.7980	178	0.6141	0.7430	0.6141	0.7837
No log	1.8182	180	0.7934	0.6992	0.7934	0.8907
No log	1.8384	182	0.8317	0.6897	0.8317	0.9120
No log	1.8586	184	0.6967	0.7083	0.6967	0.8347
No log	1.8788	186	0.5716	0.7506	0.5716	0.7561
No log	1.8990	188	0.6906	0.7163	0.6906	0.8310
No log	1.9192	190	0.7281	0.7088	0.7281	0.8533
No log	1.9394	192	0.6631	0.7330	0.6631	0.8143
No log	1.9596	194	0.6045	0.7591	0.6045	0.7775
No log	1.9798	196	0.5951	0.7630	0.5951	0.7714
No log	2.0	198	0.5829	0.7448	0.5829	0.7634
No log	2.0202	200	0.6164	0.7605	0.6164	0.7851
No log	2.0404	202	0.6851	0.7259	0.6851	0.8277
No log	2.0606	204	0.7571	0.6986	0.7571	0.8701
No log	2.0808	206	0.8041	0.6923	0.8041	0.8967
No log	2.1010	208	0.7010	0.7213	0.7010	0.8373
No log	2.1212	210	0.6161	0.7318	0.6161	0.7849
No log	2.1414	212	0.5825	0.7471	0.5825	0.7632
No log	2.1616	214	0.5913	0.7424	0.5913	0.7689
No log	2.1818	216	0.5683	0.7592	0.5683	0.7539
No log	2.2020	218	0.5461	0.7621	0.5461	0.7390
No log	2.2222	220	0.5955	0.7430	0.5955	0.7717
No log	2.2424	222	0.6122	0.7345	0.6122	0.7824
No log	2.2626	224	0.5495	0.7587	0.5495	0.7413
No log	2.2828	226	0.5475	0.7558	0.5475	0.7399
No log	2.3030	228	0.5433	0.7631	0.5433	0.7371
No log	2.3232	230	0.5646	0.7431	0.5646	0.7514
No log	2.3434	232	0.6175	0.7328	0.6175	0.7858
No log	2.3636	234	0.6563	0.7285	0.6563	0.8101
No log	2.3838	236	0.6630	0.7207	0.6630	0.8143
No log	2.4040	238	0.6794	0.7329	0.6794	0.8243
No log	2.4242	240	0.6658	0.7486	0.6658	0.8160
No log	2.4444	242	0.6714	0.7363	0.6714	0.8194
No log	2.4646	244	0.7147	0.7115	0.7147	0.8454
No log	2.4848	246	0.7499	0.7099	0.7499	0.8659
No log	2.5051	248	0.6671	0.7355	0.6671	0.8167
No log	2.5253	250	0.6060	0.7516	0.6060	0.7784
No log	2.5455	252	0.6226	0.7414	0.6226	0.7891
No log	2.5657	254	0.6131	0.7312	0.6131	0.7830
No log	2.5859	256	0.5852	0.7176	0.5852	0.7650
No log	2.6061	258	0.5916	0.6811	0.5916	0.7692
No log	2.6263	260	0.6450	0.6449	0.6450	0.8031
No log	2.6465	262	0.6186	0.6858	0.6186	0.7865
No log	2.6667	264	0.5322	0.7336	0.5322	0.7295
No log	2.6869	266	0.5247	0.7357	0.5247	0.7244
No log	2.7071	268	0.5430	0.7406	0.5430	0.7369
No log	2.7273	270	0.6920	0.7088	0.6920	0.8319
No log	2.7475	272	0.8184	0.6554	0.8184	0.9046
No log	2.7677	274	0.7714	0.6900	0.7714	0.8783
No log	2.7879	276	0.6044	0.7459	0.6044	0.7774
No log	2.8081	278	0.5348	0.7494	0.5348	0.7313
No log	2.8283	280	0.5370	0.7300	0.5370	0.7328
No log	2.8485	282	0.5803	0.7111	0.5803	0.7618
No log	2.8687	284	0.5533	0.7305	0.5533	0.7438
No log	2.8889	286	0.5327	0.7266	0.5327	0.7298
No log	2.9091	288	0.5695	0.7299	0.5695	0.7547
No log	2.9293	290	0.5714	0.7171	0.5714	0.7559
No log	2.9495	292	0.5424	0.7286	0.5424	0.7365
No log	2.9697	294	0.5648	0.7220	0.5648	0.7515
No log	2.9899	296	0.6276	0.7096	0.6276	0.7922
No log	3.0101	298	0.6085	0.7172	0.6085	0.7801
No log	3.0303	300	0.6438	0.7082	0.6438	0.8024
No log	3.0505	302	0.6310	0.7415	0.6310	0.7943
No log	3.0707	304	0.5862	0.7498	0.5862	0.7656
No log	3.0909	306	0.5472	0.7511	0.5472	0.7398
No log	3.1111	308	0.5396	0.7396	0.5396	0.7345
No log	3.1313	310	0.5573	0.7439	0.5573	0.7465
No log	3.1515	312	0.6709	0.6843	0.6709	0.8191
No log	3.1717	314	0.7603	0.6278	0.7603	0.8720
No log	3.1919	316	0.7156	0.6401	0.7156	0.8459
No log	3.2121	318	0.6543	0.6873	0.6543	0.8089
No log	3.2323	320	0.5656	0.7502	0.5656	0.7521
No log	3.2525	322	0.5572	0.7677	0.5572	0.7464
No log	3.2727	324	0.5839	0.7544	0.5839	0.7642
No log	3.2929	326	0.6288	0.7432	0.6288	0.7930
No log	3.3131	328	0.6670	0.7273	0.6670	0.8167
No log	3.3333	330	0.6293	0.7412	0.6293	0.7933
No log	3.3535	332	0.6004	0.7287	0.6004	0.7749
No log	3.3737	334	0.5832	0.7371	0.5832	0.7637
No log	3.3939	336	0.5542	0.7371	0.5542	0.7445
No log	3.4141	338	0.5314	0.7537	0.5314	0.7290
No log	3.4343	340	0.5585	0.7513	0.5585	0.7473
No log	3.4545	342	0.6176	0.6979	0.6176	0.7859
No log	3.4747	344	0.6377	0.6828	0.6377	0.7986
No log	3.4949	346	0.5745	0.7543	0.5745	0.7580
No log	3.5152	348	0.5210	0.7479	0.5210	0.7218
No log	3.5354	350	0.5227	0.7646	0.5227	0.7230
No log	3.5556	352	0.5237	0.7621	0.5237	0.7237
No log	3.5758	354	0.5148	0.7357	0.5148	0.7175
No log	3.5960	356	0.5384	0.7431	0.5384	0.7337
No log	3.6162	358	0.5548	0.7318	0.5548	0.7449
No log	3.6364	360	0.5655	0.7329	0.5655	0.7520
No log	3.6566	362	0.5683	0.7287	0.5683	0.7539
No log	3.6768	364	0.5593	0.7414	0.5593	0.7479
No log	3.6970	366	0.5521	0.7532	0.5521	0.7430
No log	3.7172	368	0.5474	0.7587	0.5474	0.7398
No log	3.7374	370	0.5520	0.7548	0.5520	0.7430
No log	3.7576	372	0.5480	0.7548	0.5480	0.7403
No log	3.7778	374	0.5350	0.7666	0.5350	0.7315
No log	3.7980	376	0.5390	0.7575	0.5390	0.7342
No log	3.8182	378	0.5350	0.7653	0.5350	0.7315
No log	3.8384	380	0.5370	0.7451	0.5370	0.7328
No log	3.8586	382	0.5418	0.7333	0.5418	0.7360
No log	3.8788	384	0.5517	0.7384	0.5517	0.7428
No log	3.8990	386	0.5788	0.7274	0.5788	0.7608
No log	3.9192	388	0.6187	0.7289	0.6187	0.7866
No log	3.9394	390	0.7247	0.6890	0.7247	0.8513
No log	3.9596	392	0.8032	0.6559	0.8032	0.8962
No log	3.9798	394	0.8088	0.6559	0.8088	0.8993
No log	4.0	396	0.7515	0.6827	0.7515	0.8669
No log	4.0202	398	0.6453	0.7077	0.6453	0.8033
No log	4.0404	400	0.6174	0.7568	0.6174	0.7858
No log	4.0606	402	0.6027	0.7519	0.6027	0.7763
No log	4.0808	404	0.5859	0.7476	0.5859	0.7655
No log	4.1010	406	0.5612	0.7320	0.5612	0.7491
No log	4.1212	408	0.5612	0.7669	0.5612	0.7491
No log	4.1414	410	0.6040	0.7203	0.6040	0.7772
No log	4.1616	412	0.6104	0.7188	0.6104	0.7813
No log	4.1818	414	0.5649	0.7619	0.5649	0.7516
No log	4.2020	416	0.5336	0.7460	0.5336	0.7305
No log	4.2222	418	0.5176	0.7624	0.5176	0.7194
No log	4.2424	420	0.5209	0.7641	0.5209	0.7217
No log	4.2626	422	0.5212	0.7549	0.5212	0.7219
No log	4.2828	424	0.5133	0.7612	0.5133	0.7165
No log	4.3030	426	0.5173	0.7737	0.5173	0.7192
No log	4.3232	428	0.5209	0.7782	0.5209	0.7217
No log	4.3434	430	0.5248	0.7770	0.5248	0.7244
No log	4.3636	432	0.5273	0.7677	0.5273	0.7261
No log	4.3838	434	0.5267	0.7591	0.5267	0.7257
No log	4.4040	436	0.5318	0.7460	0.5318	0.7293
No log	4.4242	438	0.5351	0.7494	0.5351	0.7315
No log	4.4444	440	0.5323	0.7521	0.5323	0.7296
No log	4.4646	442	0.5574	0.7210	0.5574	0.7466
No log	4.4848	444	0.5622	0.6997	0.5622	0.7498
No log	4.5051	446	0.5461	0.7308	0.5461	0.7390
No log	4.5253	448	0.5277	0.7727	0.5277	0.7264
No log	4.5455	450	0.5557	0.7191	0.5557	0.7455
No log	4.5657	452	0.5991	0.7123	0.5991	0.7740
No log	4.5859	454	0.6262	0.6855	0.6262	0.7913
No log	4.6061	456	0.5694	0.7113	0.5694	0.7546
No log	4.6263	458	0.5229	0.7772	0.5229	0.7231
No log	4.6465	460	0.5387	0.7256	0.5387	0.7340
No log	4.6667	462	0.5391	0.7256	0.5391	0.7343
No log	4.6869	464	0.5177	0.7746	0.5177	0.7195
No log	4.7071	466	0.5115	0.7795	0.5115	0.7152
No log	4.7273	468	0.5128	0.7749	0.5128	0.7161
No log	4.7475	470	0.5144	0.7700	0.5144	0.7172
No log	4.7677	472	0.5177	0.7596	0.5177	0.7195
No log	4.7879	474	0.5122	0.7571	0.5122	0.7157
No log	4.8081	476	0.5088	0.7682	0.5088	0.7133
No log	4.8283	478	0.5193	0.7719	0.5193	0.7206
No log	4.8485	480	0.5495	0.7427	0.5495	0.7413
No log	4.8687	482	0.5744	0.7458	0.5744	0.7579
No log	4.8889	484	0.6430	0.6971	0.6430	0.8019
No log	4.9091	486	0.7245	0.6455	0.7245	0.8512
No log	4.9293	488	0.7149	0.6521	0.7149	0.8455
No log	4.9495	490	0.6495	0.6908	0.6495	0.8059
No log	4.9697	492	0.5648	0.7627	0.5648	0.7515
No log	4.9899	494	0.5617	0.7254	0.5617	0.7495
No log	5.0101	496	0.6037	0.7136	0.6037	0.7770
No log	5.0303	498	0.6028	0.7136	0.6028	0.7764
0.4316	5.0505	500	0.5699	0.7282	0.5699	0.7549
0.4316	5.0707	502	0.5529	0.7854	0.5529	0.7436
0.4316	5.0909	504	0.5923	0.7441	0.5923	0.7696
0.4316	5.1111	506	0.6321	0.7193	0.6321	0.7950
0.4316	5.1313	508	0.6789	0.6692	0.6789	0.8240
0.4316	5.1515	510	0.6745	0.6813	0.6745	0.8212
0.4316	5.1717	512	0.6548	0.7155	0.6548	0.8092
0.4316	5.1919	514	0.5926	0.7601	0.5926	0.7698
0.4316	5.2121	516	0.5467	0.7721	0.5467	0.7394
0.4316	5.2323	518	0.5734	0.7227	0.5734	0.7572
0.4316	5.2525	520	0.6548	0.7127	0.6548	0.8092
0.4316	5.2727	522	0.6958	0.6964	0.6958	0.8342
0.4316	5.2929	524	0.6644	0.7179	0.6644	0.8151
0.4316	5.3131	526	0.6060	0.7247	0.6060	0.7785
0.4316	5.3333	528	0.5827	0.7475	0.5827	0.7633
0.4316	5.3535	530	0.6018	0.7417	0.6018	0.7758
0.4316	5.3737	532	0.6102	0.7247	0.6102	0.7812
0.4316	5.3939	534	0.5915	0.7418	0.5915	0.7691
0.4316	5.4141	536	0.5712	0.7441	0.5712	0.7558
0.4316	5.4343	538	0.5602	0.7425	0.5602	0.7485
0.4316	5.4545	540	0.5533	0.7467	0.5533	0.7439
0.4316	5.4747	542	0.5497	0.7447	0.5497	0.7414
0.4316	5.4949	544	0.5493	0.7342	0.5493	0.7412
0.4316	5.5152	546	0.5532	0.7284	0.5532	0.7438
0.4316	5.5354	548	0.5448	0.7479	0.5448	0.7381
0.4316	5.5556	550	0.5486	0.7506	0.5486	0.7407
0.4316	5.5758	552	0.5443	0.7382	0.5443	0.7377
0.4316	5.5960	554	0.5316	0.7555	0.5316	0.7291
0.4316	5.6162	556	0.5329	0.7733	0.5329	0.7300
0.4316	5.6364	558	0.5396	0.7728	0.5396	0.7346
0.4316	5.6566	560	0.5403	0.7771	0.5403	0.7350
0.4316	5.6768	562	0.5410	0.7630	0.5410	0.7355
0.4316	5.6970	564	0.5510	0.7310	0.5510	0.7423
0.4316	5.7172	566	0.5619	0.7487	0.5619	0.7496
0.4316	5.7374	568	0.5679	0.7274	0.5679	0.7536
0.4316	5.7576	570	0.5598	0.7426	0.5598	0.7482
0.4316	5.7778	572	0.5465	0.7530	0.5465	0.7393
0.4316	5.7980	574	0.5474	0.7715	0.5474	0.7399
0.4316	5.8182	576	0.5476	0.7671	0.5476	0.7400
0.4316	5.8384	578	0.5445	0.7643	0.5445	0.7379
0.4316	5.8586	580	0.5546	0.7408	0.5546	0.7447
0.4316	5.8788	582	0.6033	0.7178	0.6033	0.7767
0.4316	5.8990	584	0.6334	0.7206	0.6334	0.7958
0.4316	5.9192	586	0.6065	0.7295	0.6065	0.7788
0.4316	5.9394	588	0.5580	0.7286	0.5580	0.7470
0.4316	5.9596	590	0.5329	0.7423	0.5329	0.7300
0.4316	5.9798	592	0.5350	0.7544	0.5350	0.7315
0.4316	6.0	594	0.5409	0.7520	0.5409	0.7354
0.4316	6.0202	596	0.5420	0.7557	0.5420	0.7362
0.4316	6.0404	598	0.5453	0.7777	0.5453	0.7384
0.4316	6.0606	600	0.5590	0.7481	0.5590	0.7476
0.4316	6.0808	602	0.5676	0.7366	0.5676	0.7534
0.4316	6.1010	604	0.5683	0.7366	0.5683	0.7539
0.4316	6.1212	606	0.5720	0.7230	0.5720	0.7563
0.4316	6.1414	608	0.5723	0.7378	0.5723	0.7565
0.4316	6.1616	610	0.5745	0.7346	0.5745	0.7579
0.4316	6.1818	612	0.5721	0.7448	0.5721	0.7564
0.4316	6.2020	614	0.5475	0.7484	0.5475	0.7399
0.4316	6.2222	616	0.5235	0.7555	0.5235	0.7235
0.4316	6.2424	618	0.5286	0.7532	0.5286	0.7270
0.4316	6.2626	620	0.5453	0.7546	0.5453	0.7384
0.4316	6.2828	622	0.5422	0.7546	0.5422	0.7363
0.4316	6.3030	624	0.5308	0.7832	0.5308	0.7285
0.4316	6.3232	626	0.5293	0.75	0.5293	0.7275
0.4316	6.3434	628	0.5372	0.7491	0.5372	0.7329
0.4316	6.3636	630	0.5375	0.7491	0.5375	0.7331
0.4316	6.3838	632	0.5366	0.7369	0.5366	0.7326
0.4316	6.4040	634	0.5312	0.7369	0.5312	0.7288
0.4316	6.4242	636	0.5258	0.7424	0.5258	0.7251
0.4316	6.4444	638	0.5335	0.7416	0.5335	0.7304
0.4316	6.4646	640	0.5574	0.7249	0.5574	0.7466
0.4316	6.4848	642	0.5803	0.7324	0.5803	0.7618
0.4316	6.5051	644	0.5756	0.7324	0.5756	0.7587
0.4316	6.5253	646	0.5523	0.7618	0.5523	0.7432
0.4316	6.5455	648	0.5313	0.7508	0.5313	0.7289
0.4316	6.5657	650	0.5292	0.7596	0.5292	0.7274
0.4316	6.5859	652	0.5346	0.7605	0.5346	0.7312
0.4316	6.6061	654	0.5381	0.7537	0.5381	0.7336
0.4316	6.6263	656	0.5460	0.7496	0.5460	0.7389
0.4316	6.6465	658	0.5606	0.7618	0.5606	0.7487
0.4316	6.6667	660	0.5727	0.7549	0.5727	0.7568
0.4316	6.6869	662	0.5675	0.7702	0.5675	0.7533
0.4316	6.7071	664	0.5540	0.7618	0.5540	0.7443
0.4316	6.7273	666	0.5396	0.7567	0.5396	0.7346
0.4316	6.7475	668	0.5321	0.7667	0.5321	0.7294
0.4316	6.7677	670	0.5400	0.7622	0.5400	0.7349
0.4316	6.7879	672	0.5419	0.7533	0.5419	0.7361
0.4316	6.8081	674	0.5302	0.7672	0.5302	0.7282
0.4316	6.8283	676	0.5199	0.7657	0.5199	0.7211
0.4316	6.8485	678	0.5244	0.7709	0.5244	0.7242
0.4316	6.8687	680	0.5323	0.7411	0.5323	0.7296
0.4316	6.8889	682	0.5363	0.7411	0.5363	0.7323
0.4316	6.9091	684	0.5355	0.7411	0.5355	0.7318
0.4316	6.9293	686	0.5313	0.7433	0.5313	0.7289
0.4316	6.9495	688	0.5213	0.7722	0.5213	0.7220
0.4316	6.9697	690	0.5201	0.7720	0.5201	0.7212
0.4316	6.9899	692	0.5415	0.7233	0.5415	0.7358
0.4316	7.0101	694	0.5656	0.7274	0.5656	0.7520
0.4316	7.0303	696	0.5718	0.7290	0.5718	0.7562
0.4316	7.0505	698	0.5565	0.7296	0.5565	0.7460
0.4316	7.0707	700	0.5311	0.7441	0.5311	0.7287
0.4316	7.0909	702	0.5208	0.7635	0.5208	0.7217
0.4316	7.1111	704	0.5311	0.7574	0.5311	0.7288
0.4316	7.1313	706	0.5410	0.7487	0.5410	0.7355
0.4316	7.1515	708	0.5371	0.7487	0.5371	0.7329
0.4316	7.1717	710	0.5275	0.7630	0.5275	0.7263
0.4316	7.1919	712	0.5219	0.7756	0.5219	0.7225
0.4316	7.2121	714	0.5241	0.7630	0.5241	0.7240
0.4316	7.2323	716	0.5298	0.7433	0.5298	0.7279
0.4316	7.2525	718	0.5341	0.7466	0.5341	0.7308
0.4316	7.2727	720	0.5347	0.7466	0.5347	0.7312
0.4316	7.2929	722	0.5324	0.7466	0.5324	0.7297
0.4316	7.3131	724	0.5270	0.7588	0.5270	0.7260
0.4316	7.3333	726	0.5336	0.7451	0.5336	0.7305
0.4316	7.3535	728	0.5326	0.7231	0.5326	0.7298
0.4316	7.3737	730	0.5236	0.7437	0.5236	0.7236
0.4316	7.3939	732	0.5212	0.7748	0.5212	0.7219
0.4316	7.4141	734	0.5249	0.7471	0.5249	0.7245
0.4316	7.4343	736	0.5293	0.7594	0.5293	0.7276
0.4316	7.4545	738	0.5258	0.7594	0.5258	0.7252
0.4316	7.4747	740	0.5184	0.7542	0.5184	0.7200
0.4316	7.4949	742	0.5192	0.7576	0.5192	0.7206
0.4316	7.5152	744	0.5206	0.7443	0.5206	0.7215
0.4316	7.5354	746	0.5161	0.7568	0.5161	0.7184
0.4316	7.5556	748	0.5159	0.7502	0.5159	0.7183
0.4316	7.5758	750	0.5147	0.7502	0.5147	0.7175
0.4316	7.5960	752	0.5148	0.7606	0.5148	0.7175
0.4316	7.6162	754	0.5143	0.7455	0.5143	0.7172
0.4316	7.6364	756	0.5160	0.7560	0.5160	0.7183
0.4316	7.6566	758	0.5216	0.7591	0.5216	0.7222
0.4316	7.6768	760	0.5317	0.7481	0.5317	0.7292
0.4316	7.6970	762	0.5506	0.7351	0.5506	0.7421
0.4316	7.7172	764	0.5619	0.7480	0.5619	0.7496
0.4316	7.7374	766	0.5585	0.7480	0.5585	0.7473
0.4316	7.7576	768	0.5604	0.7351	0.5604	0.7486
0.4316	7.7778	770	0.5585	0.7351	0.5585	0.7473
0.4316	7.7980	772	0.5484	0.7283	0.5484	0.7405
0.4316	7.8182	774	0.5361	0.7416	0.5361	0.7322
0.4316	7.8384	776	0.5292	0.7698	0.5292	0.7274
0.4316	7.8586	778	0.5292	0.7727	0.5292	0.7275
0.4316	7.8788	780	0.5307	0.7744	0.5307	0.7285
0.4316	7.8990	782	0.5296	0.7744	0.5296	0.7277
0.4316	7.9192	784	0.5275	0.7622	0.5275	0.7263
0.4316	7.9394	786	0.5277	0.7593	0.5277	0.7264
0.4316	7.9596	788	0.5300	0.7579	0.5300	0.7280
0.4316	7.9798	790	0.5317	0.7479	0.5317	0.7292
0.4316	8.0	792	0.5314	0.7461	0.5314	0.7290
0.4316	8.0202	794	0.5274	0.7497	0.5274	0.7262
0.4316	8.0404	796	0.5242	0.7803	0.5242	0.7240
0.4316	8.0606	798	0.5240	0.7811	0.5240	0.7239
0.4316	8.0808	800	0.5255	0.7632	0.5255	0.7249
0.4316	8.1010	802	0.5266	0.7632	0.5266	0.7257
0.4316	8.1212	804	0.5258	0.7632	0.5258	0.7251
0.4316	8.1414	806	0.5239	0.7643	0.5239	0.7238
0.4316	8.1616	808	0.5232	0.7795	0.5232	0.7233
0.4316	8.1818	810	0.5232	0.7795	0.5232	0.7233
0.4316	8.2020	812	0.5235	0.7692	0.5235	0.7235
0.4316	8.2222	814	0.5241	0.7692	0.5241	0.7240
0.4316	8.2424	816	0.5255	0.7586	0.5255	0.7249
0.4316	8.2626	818	0.5275	0.7549	0.5275	0.7263
0.4316	8.2828	820	0.5299	0.7512	0.5299	0.7279
0.4316	8.3030	822	0.5312	0.7555	0.5312	0.7288
0.4316	8.3232	824	0.5307	0.7555	0.5307	0.7285
0.4316	8.3434	826	0.5299	0.7495	0.5299	0.7279
0.4316	8.3636	828	0.5268	0.7495	0.5268	0.7258
0.4316	8.3838	830	0.5234	0.7532	0.5234	0.7235
0.4316	8.4040	832	0.5208	0.7512	0.5208	0.7217
0.4316	8.4242	834	0.5195	0.7477	0.5195	0.7207
0.4316	8.4444	836	0.5214	0.7488	0.5214	0.7221
0.4316	8.4646	838	0.5231	0.7392	0.5231	0.7232
0.4316	8.4848	840	0.5194	0.7567	0.5194	0.7207
0.4316	8.5051	842	0.5186	0.7567	0.5186	0.7201
0.4316	8.5253	844	0.5161	0.7523	0.5161	0.7184
0.4316	8.5455	846	0.5141	0.7504	0.5141	0.7170
0.4316	8.5657	848	0.5168	0.7721	0.5168	0.7189
0.4316	8.5859	850	0.5245	0.7686	0.5245	0.7243
0.4316	8.6061	852	0.5289	0.7661	0.5289	0.7273
0.4316	8.6263	854	0.5266	0.7686	0.5266	0.7257
0.4316	8.6465	856	0.5210	0.7691	0.5210	0.7218
0.4316	8.6667	858	0.5165	0.7662	0.5165	0.7187
0.4316	8.6869	860	0.5166	0.7466	0.5166	0.7187
0.4316	8.7071	862	0.5192	0.7526	0.5192	0.7206
0.4316	8.7273	864	0.5224	0.7549	0.5224	0.7228
0.4316	8.7475	866	0.5227	0.7549	0.5227	0.7230
0.4316	8.7677	868	0.5218	0.7549	0.5218	0.7224
0.4316	8.7879	870	0.5212	0.7422	0.5212	0.7220
0.4316	8.8081	872	0.5208	0.7422	0.5208	0.7217
0.4316	8.8283	874	0.5198	0.7466	0.5198	0.7210
0.4316	8.8485	876	0.5195	0.7466	0.5195	0.7207
0.4316	8.8687	878	0.5194	0.7466	0.5194	0.7207
0.4316	8.8889	880	0.5193	0.7308	0.5193	0.7206
0.4316	8.9091	882	0.5187	0.7352	0.5187	0.7202
0.4316	8.9293	884	0.5183	0.7352	0.5183	0.7199
0.4316	8.9495	886	0.5182	0.7352	0.5182	0.7198
0.4316	8.9697	888	0.5171	0.7308	0.5171	0.7191
0.4316	8.9899	890	0.5165	0.7308	0.5165	0.7187
0.4316	9.0101	892	0.5161	0.7308	0.5161	0.7184
0.4316	9.0303	894	0.5157	0.7308	0.5157	0.7181
0.4316	9.0505	896	0.5154	0.7504	0.5154	0.7179
0.4316	9.0707	898	0.5150	0.7522	0.5150	0.7176
0.4316	9.0909	900	0.5145	0.7623	0.5145	0.7173
0.4316	9.1111	902	0.5140	0.7623	0.5140	0.7169
0.4316	9.1313	904	0.5137	0.7623	0.5137	0.7167
0.4316	9.1515	906	0.5138	0.7623	0.5138	0.7168
0.4316	9.1717	908	0.5134	0.7584	0.5134	0.7165
0.4316	9.1919	910	0.5135	0.7324	0.5135	0.7166
0.4316	9.2121	912	0.5135	0.7429	0.5135	0.7166
0.4316	9.2323	914	0.5137	0.7429	0.5137	0.7167
0.4316	9.2525	916	0.5145	0.7523	0.5145	0.7173
0.4316	9.2727	918	0.5159	0.7567	0.5159	0.7183
0.4316	9.2929	920	0.5166	0.7567	0.5166	0.7187
0.4316	9.3131	922	0.5162	0.7567	0.5162	0.7184
0.4316	9.3333	924	0.5151	0.7567	0.5151	0.7177
0.4316	9.3535	926	0.5148	0.75	0.5148	0.7175
0.4316	9.3737	928	0.5143	0.7412	0.5143	0.7172
0.4316	9.3939	930	0.5143	0.7533	0.5143	0.7171
0.4316	9.4141	932	0.5141	0.7584	0.5141	0.7170
0.4316	9.4343	934	0.5141	0.7584	0.5141	0.7170
0.4316	9.4545	936	0.5148	0.7662	0.5148	0.7175
0.4316	9.4747	938	0.5157	0.7618	0.5157	0.7181
0.4316	9.4949	940	0.5157	0.7618	0.5157	0.7182
0.4316	9.5152	942	0.5153	0.7662	0.5153	0.7179
0.4316	9.5354	944	0.5152	0.7662	0.5152	0.7178
0.4316	9.5556	946	0.5156	0.7584	0.5156	0.7181
0.4316	9.5758	948	0.5161	0.7584	0.5161	0.7184
0.4316	9.5960	950	0.5167	0.7566	0.5167	0.7188
0.4316	9.6162	952	0.5174	0.7527	0.5174	0.7193
0.4316	9.6364	954	0.5179	0.7509	0.5179	0.7197
0.4316	9.6566	956	0.5184	0.7411	0.5184	0.7200
0.4316	9.6768	958	0.5187	0.7411	0.5187	0.7202
0.4316	9.6970	960	0.5187	0.7411	0.5187	0.7202
0.4316	9.7172	962	0.5184	0.7411	0.5184	0.7200
0.4316	9.7374	964	0.5184	0.7292	0.5184	0.7200
0.4316	9.7576	966	0.5183	0.7292	0.5183	0.7199
0.4316	9.7778	968	0.5182	0.7292	0.5182	0.7199
0.4316	9.7980	970	0.5180	0.7292	0.5180	0.7197
0.4316	9.8182	972	0.5177	0.7292	0.5177	0.7195
0.4316	9.8384	974	0.5175	0.7292	0.5175	0.7193
0.4316	9.8586	976	0.5172	0.7292	0.5172	0.7192
0.4316	9.8788	978	0.5169	0.7292	0.5169	0.7189
0.4316	9.8990	980	0.5167	0.7308	0.5167	0.7188
0.4316	9.9192	982	0.5165	0.7308	0.5165	0.7187
0.4316	9.9394	984	0.5164	0.7308	0.5164	0.7186
0.4316	9.9596	986	0.5164	0.7308	0.5164	0.7186
0.4316	9.9798	988	0.5164	0.7308	0.5164	0.7186
0.4316	10.0	990	0.5164	0.7308	0.5164	0.7186

Framework versions

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