ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k13_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: 0.6363
• Qwk: 0.5274
• Mse: 0.6363
• Rmse: 0.7977

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	0.0588	2	3.9977	-0.0151	3.9977	1.9994
No log	0.1176	4	2.1675	-0.0525	2.1675	1.4722
No log	0.1765	6	1.7576	-0.0595	1.7576	1.3257
No log	0.2353	8	1.4616	0.0056	1.4616	1.2090
No log	0.2941	10	1.2390	0.0496	1.2390	1.1131
No log	0.3529	12	1.1145	0.1549	1.1145	1.0557
No log	0.4118	14	1.0946	0.2441	1.0946	1.0462
No log	0.4706	16	1.1252	0.2441	1.1252	1.0608
No log	0.5294	18	1.0632	0.1799	1.0632	1.0311
No log	0.5882	20	1.0605	0.1771	1.0605	1.0298
No log	0.6471	22	1.0797	0.0919	1.0797	1.0391
No log	0.7059	24	1.0853	0.0385	1.0853	1.0418
No log	0.7647	26	1.0887	0.2391	1.0887	1.0434
No log	0.8235	28	1.0628	0.2643	1.0628	1.0309
No log	0.8824	30	1.0715	0.1330	1.0715	1.0352
No log	0.9412	32	1.1402	0.0762	1.1402	1.0678
No log	1.0	34	1.1104	0.1203	1.1104	1.0537
No log	1.0588	36	1.0230	0.1389	1.0230	1.0114
No log	1.1176	38	0.9922	0.2291	0.9922	0.9961
No log	1.1765	40	1.0692	0.3003	1.0692	1.0340
No log	1.2353	42	1.1217	0.2880	1.1217	1.0591
No log	1.2941	44	1.0542	0.3229	1.0542	1.0267
No log	1.3529	46	0.9995	0.2716	0.9995	0.9997
No log	1.4118	48	1.0600	0.1196	1.0600	1.0296
No log	1.4706	50	1.0961	0.0981	1.0961	1.0469
No log	1.5294	52	1.0568	0.1076	1.0568	1.0280
No log	1.5882	54	0.9990	0.1545	0.9990	0.9995
No log	1.6471	56	0.9550	0.3393	0.9550	0.9772
No log	1.7059	58	1.0176	0.2842	1.0176	1.0088
No log	1.7647	60	1.0994	0.2142	1.0994	1.0485
No log	1.8235	62	1.2389	0.1281	1.2389	1.1131
No log	1.8824	64	1.3146	0.1281	1.3146	1.1466
No log	1.9412	66	1.1951	0.1968	1.1951	1.0932
No log	2.0	68	1.2402	0.1807	1.2402	1.1136
No log	2.0588	70	1.2306	0.2668	1.2306	1.1093
No log	2.1176	72	1.0799	0.3505	1.0799	1.0392
No log	2.1765	74	1.0698	0.2607	1.0698	1.0343
No log	2.2353	76	1.0569	0.2607	1.0569	1.0281
No log	2.2941	78	1.0392	0.3209	1.0392	1.0194
No log	2.3529	80	1.0204	0.3435	1.0204	1.0101
No log	2.4118	82	1.0335	0.2584	1.0335	1.0166
No log	2.4706	84	0.9952	0.3819	0.9952	0.9976
No log	2.5294	86	0.9628	0.3819	0.9628	0.9812
No log	2.5882	88	0.9194	0.3819	0.9194	0.9589
No log	2.6471	90	0.9119	0.4329	0.9119	0.9549
No log	2.7059	92	0.9085	0.4482	0.9085	0.9531
No log	2.7647	94	0.8565	0.5069	0.8565	0.9255
No log	2.8235	96	1.0293	0.4628	1.0293	1.0145
No log	2.8824	98	1.0833	0.4294	1.0833	1.0408
No log	2.9412	100	1.0097	0.4854	1.0097	1.0048
No log	3.0	102	0.7341	0.5388	0.7341	0.8568
No log	3.0588	104	0.7417	0.4456	0.7417	0.8612
No log	3.1176	106	0.7003	0.4610	0.7003	0.8369
No log	3.1765	108	0.6944	0.4862	0.6944	0.8333
No log	3.2353	110	0.6599	0.5509	0.6599	0.8123
No log	3.2941	112	0.6283	0.5640	0.6283	0.7926
No log	3.3529	114	0.6640	0.5425	0.6640	0.8148
No log	3.4118	116	0.6474	0.5185	0.6474	0.8046
No log	3.4706	118	0.5979	0.6475	0.5979	0.7732
No log	3.5294	120	0.6072	0.6349	0.6072	0.7793
No log	3.5882	122	0.6172	0.5426	0.6172	0.7856
No log	3.6471	124	0.6672	0.4554	0.6672	0.8168
No log	3.7059	126	0.6796	0.4427	0.6796	0.8244
No log	3.7647	128	0.6640	0.5063	0.6640	0.8149
No log	3.8235	130	0.6754	0.5542	0.6754	0.8218
No log	3.8824	132	0.7183	0.5516	0.7183	0.8475
No log	3.9412	134	0.9324	0.5082	0.9324	0.9656
No log	4.0	136	0.8616	0.4794	0.8616	0.9282
No log	4.0588	138	0.6888	0.5808	0.6888	0.8300
No log	4.1176	140	0.7221	0.5603	0.7221	0.8498
No log	4.1765	142	0.6874	0.5618	0.6874	0.8291
No log	4.2353	144	0.6926	0.5113	0.6926	0.8322
No log	4.2941	146	0.7494	0.4958	0.7494	0.8657
No log	4.3529	148	0.9017	0.4666	0.9017	0.9496
No log	4.4118	150	0.8599	0.3884	0.8599	0.9273
No log	4.4706	152	0.7728	0.4041	0.7728	0.8791
No log	4.5294	154	0.7868	0.4546	0.7868	0.8870
No log	4.5882	156	0.7243	0.4730	0.7243	0.8511
No log	4.6471	158	0.7060	0.5033	0.7060	0.8403
No log	4.7059	160	0.7076	0.5273	0.7076	0.8412
No log	4.7647	162	0.7070	0.5131	0.7070	0.8408
No log	4.8235	164	0.7404	0.5442	0.7404	0.8604
No log	4.8824	166	0.7718	0.5385	0.7718	0.8785
No log	4.9412	168	0.6987	0.5698	0.6987	0.8359
No log	5.0	170	0.6562	0.5370	0.6562	0.8101
No log	5.0588	172	0.6467	0.5160	0.6467	0.8042
No log	5.1176	174	0.6596	0.5517	0.6596	0.8122
No log	5.1765	176	0.6641	0.5517	0.6641	0.8149
No log	5.2353	178	0.6698	0.5703	0.6698	0.8184
No log	5.2941	180	0.6713	0.5599	0.6713	0.8193
No log	5.3529	182	0.6927	0.5934	0.6927	0.8323
No log	5.4118	184	0.7977	0.5770	0.7977	0.8931
No log	5.4706	186	0.6713	0.5830	0.6713	0.8193
No log	5.5294	188	0.6588	0.5830	0.6588	0.8116
No log	5.5882	190	0.8683	0.4851	0.8683	0.9318
No log	5.6471	192	0.9916	0.4779	0.9916	0.9958
No log	5.7059	194	1.0839	0.4214	1.0839	1.0411
No log	5.7647	196	0.7954	0.4926	0.7954	0.8919
No log	5.8235	198	0.6324	0.5978	0.6324	0.7953
No log	5.8824	200	0.7129	0.5292	0.7129	0.8443
No log	5.9412	202	0.6597	0.5686	0.6597	0.8122
No log	6.0	204	0.6289	0.5359	0.6289	0.7930
No log	6.0588	206	0.6298	0.5585	0.6298	0.7936
No log	6.1176	208	0.6174	0.5712	0.6174	0.7858
No log	6.1765	210	0.6090	0.5735	0.6090	0.7804
No log	6.2353	212	0.6542	0.6090	0.6542	0.8088
No log	6.2941	214	0.6805	0.6285	0.6805	0.8249
No log	6.3529	216	0.7158	0.6445	0.7158	0.8461
No log	6.4118	218	0.6650	0.6249	0.6650	0.8155
No log	6.4706	220	0.6637	0.5919	0.6637	0.8147
No log	6.5294	222	1.0882	0.4485	1.0882	1.0432
No log	6.5882	224	1.1433	0.3968	1.1433	1.0692
No log	6.6471	226	0.8100	0.5895	0.8100	0.9000
No log	6.7059	228	0.6299	0.5939	0.6299	0.7936
No log	6.7647	230	0.6531	0.6370	0.6531	0.8082
No log	6.8235	232	0.7317	0.5810	0.7317	0.8554
No log	6.8824	234	0.7556	0.5598	0.7556	0.8692
No log	6.9412	236	0.7105	0.4697	0.7105	0.8429
No log	7.0	238	0.6331	0.5759	0.6331	0.7957
No log	7.0588	240	0.6303	0.5747	0.6303	0.7939
No log	7.1176	242	0.6329	0.5972	0.6329	0.7956
No log	7.1765	244	0.6671	0.5605	0.6671	0.8168
No log	7.2353	246	0.7328	0.4444	0.7328	0.8560
No log	7.2941	248	0.7813	0.3558	0.7813	0.8839
No log	7.3529	250	0.8980	0.4158	0.8980	0.9476
No log	7.4118	252	0.8916	0.4158	0.8916	0.9442
No log	7.4706	254	0.7598	0.4301	0.7598	0.8717
No log	7.5294	256	0.6907	0.4893	0.6907	0.8311
No log	7.5882	258	0.7093	0.5315	0.7093	0.8422
No log	7.6471	260	0.6964	0.5536	0.6964	0.8345
No log	7.7059	262	0.6831	0.5003	0.6831	0.8265
No log	7.7647	264	0.7878	0.5178	0.7878	0.8876
No log	7.8235	266	0.8377	0.4875	0.8377	0.9153
No log	7.8824	268	0.7562	0.5306	0.7562	0.8696
No log	7.9412	270	0.6528	0.4626	0.6528	0.8079
No log	8.0	272	0.6861	0.5548	0.6861	0.8283
No log	8.0588	274	0.7659	0.5884	0.7659	0.8752
No log	8.1176	276	0.7368	0.5884	0.7368	0.8584
No log	8.1765	278	0.6397	0.5977	0.6397	0.7998
No log	8.2353	280	0.6344	0.5503	0.6344	0.7965
No log	8.2941	282	0.7155	0.5178	0.7155	0.8459
No log	8.3529	284	0.7383	0.4917	0.7383	0.8593
No log	8.4118	286	0.6539	0.5333	0.6539	0.8087
No log	8.4706	288	0.6305	0.5823	0.6305	0.7941
No log	8.5294	290	0.6336	0.5938	0.6336	0.7960
No log	8.5882	292	0.6060	0.6219	0.6060	0.7784
No log	8.6471	294	0.6421	0.5654	0.6421	0.8013
No log	8.7059	296	0.7163	0.6107	0.7163	0.8464
No log	8.7647	298	0.7468	0.6151	0.7468	0.8642
No log	8.8235	300	0.6696	0.6209	0.6696	0.8183
No log	8.8824	302	0.6021	0.6745	0.6021	0.7760
No log	8.9412	304	0.6037	0.6039	0.6037	0.7770
No log	9.0	306	0.5988	0.6065	0.5988	0.7738
No log	9.0588	308	0.6567	0.5833	0.6567	0.8104
No log	9.1176	310	0.6925	0.5728	0.6925	0.8322
No log	9.1765	312	0.6638	0.4828	0.6638	0.8147
No log	9.2353	314	0.6335	0.5245	0.6335	0.7960
No log	9.2941	316	0.6299	0.5259	0.6299	0.7936
No log	9.3529	318	0.6341	0.5232	0.6341	0.7963
No log	9.4118	320	0.6985	0.5170	0.6985	0.8358
No log	9.4706	322	0.7424	0.5800	0.7424	0.8616
No log	9.5294	324	0.6729	0.5397	0.6729	0.8203
No log	9.5882	326	0.6103	0.5810	0.6103	0.7812
No log	9.6471	328	0.5903	0.5874	0.5903	0.7683
No log	9.7059	330	0.5873	0.5644	0.5873	0.7664
No log	9.7647	332	0.5791	0.5622	0.5791	0.7610
No log	9.8235	334	0.5736	0.5622	0.5736	0.7573
No log	9.8824	336	0.5723	0.5847	0.5723	0.7565
No log	9.9412	338	0.5617	0.6175	0.5617	0.7495
No log	10.0	340	0.5575	0.5972	0.5575	0.7467
No log	10.0588	342	0.5558	0.6096	0.5558	0.7455
No log	10.1176	344	0.5574	0.5874	0.5574	0.7466
No log	10.1765	346	0.5608	0.5631	0.5608	0.7489
No log	10.2353	348	0.5691	0.5983	0.5691	0.7544
No log	10.2941	350	0.5802	0.5983	0.5802	0.7617
No log	10.3529	352	0.5930	0.6096	0.5930	0.7701
No log	10.4118	354	0.6050	0.6096	0.6050	0.7778
No log	10.4706	356	0.6139	0.5847	0.6139	0.7835
No log	10.5294	358	0.6057	0.5656	0.6057	0.7783
No log	10.5882	360	0.6564	0.5486	0.6564	0.8102
No log	10.6471	362	0.6734	0.5476	0.6734	0.8206
No log	10.7059	364	0.6064	0.5794	0.6064	0.7787
No log	10.7647	366	0.5838	0.6096	0.5838	0.7641
No log	10.8235	368	0.5998	0.5960	0.5998	0.7744
No log	10.8824	370	0.5917	0.5874	0.5917	0.7692
No log	10.9412	372	0.6083	0.5783	0.6083	0.7800
No log	11.0	374	0.6059	0.5868	0.6059	0.7784
No log	11.0588	376	0.6097	0.5819	0.6097	0.7809
No log	11.1176	378	0.6041	0.5614	0.6041	0.7773
No log	11.1765	380	0.6173	0.5734	0.6173	0.7857
No log	11.2353	382	0.6234	0.5734	0.6234	0.7896
No log	11.2941	384	0.6259	0.5618	0.6259	0.7911
No log	11.3529	386	0.6421	0.5163	0.6421	0.8013
No log	11.4118	388	0.6737	0.5205	0.6737	0.8208
No log	11.4706	390	0.6585	0.5182	0.6585	0.8115
No log	11.5294	392	0.6437	0.5606	0.6437	0.8023
No log	11.5882	394	0.6387	0.5587	0.6387	0.7992
No log	11.6471	396	0.6350	0.6133	0.6350	0.7969
No log	11.7059	398	0.6285	0.5594	0.6285	0.7928
No log	11.7647	400	0.6590	0.5633	0.6590	0.8118
No log	11.8235	402	0.6795	0.5633	0.6795	0.8243
No log	11.8824	404	0.6408	0.5618	0.6408	0.8005
No log	11.9412	406	0.6383	0.5370	0.6383	0.7989
No log	12.0	408	0.6495	0.5475	0.6495	0.8059
No log	12.0588	410	0.6485	0.5582	0.6485	0.8053
No log	12.1176	412	0.6453	0.5475	0.6453	0.8033
No log	12.1765	414	0.6675	0.5182	0.6675	0.8170
No log	12.2353	416	0.7428	0.5586	0.7428	0.8619
No log	12.2941	418	0.7701	0.5368	0.7701	0.8776
No log	12.3529	420	0.7200	0.5446	0.7200	0.8485
No log	12.4118	422	0.6807	0.5313	0.6807	0.8251
No log	12.4706	424	0.6570	0.5301	0.6570	0.8105
No log	12.5294	426	0.6376	0.5822	0.6376	0.7985
No log	12.5882	428	0.6262	0.5833	0.6262	0.7913
No log	12.6471	430	0.6198	0.5383	0.6198	0.7873
No log	12.7059	432	0.6243	0.5536	0.6243	0.7901
No log	12.7647	434	0.6138	0.5626	0.6138	0.7835
No log	12.8235	436	0.6168	0.5517	0.6168	0.7853
No log	12.8824	438	0.6077	0.5606	0.6077	0.7795
No log	12.9412	440	0.6176	0.5759	0.6176	0.7859
No log	13.0	442	0.6975	0.5560	0.6975	0.8352
No log	13.0588	444	0.6861	0.5887	0.6861	0.8283
No log	13.1176	446	0.6122	0.5961	0.6122	0.7825
No log	13.1765	448	0.6078	0.5869	0.6078	0.7796
No log	13.2353	450	0.6387	0.6386	0.6387	0.7992
No log	13.2941	452	0.6264	0.5823	0.6264	0.7914
No log	13.3529	454	0.6013	0.5618	0.6013	0.7754
No log	13.4118	456	0.5936	0.5450	0.5936	0.7704
No log	13.4706	458	0.5943	0.5905	0.5943	0.7709
No log	13.5294	460	0.6031	0.5890	0.6031	0.7766
No log	13.5882	462	0.6011	0.5890	0.6011	0.7753
No log	13.6471	464	0.6179	0.5573	0.6179	0.7860
No log	13.7059	466	0.5935	0.5684	0.5935	0.7704
No log	13.7647	468	0.5926	0.5694	0.5926	0.7698
No log	13.8235	470	0.6283	0.5730	0.6283	0.7927
No log	13.8824	472	0.6400	0.5858	0.6400	0.8000
No log	13.9412	474	0.6127	0.5228	0.6127	0.7828
No log	14.0	476	0.6093	0.5215	0.6093	0.7806
No log	14.0588	478	0.6305	0.5103	0.6305	0.7941
No log	14.1176	480	0.6297	0.5455	0.6297	0.7935
No log	14.1765	482	0.6147	0.5961	0.6147	0.7841
No log	14.2353	484	0.6489	0.5726	0.6489	0.8056
No log	14.2941	486	0.6781	0.5621	0.6781	0.8234
No log	14.3529	488	0.6739	0.5965	0.6739	0.8209
No log	14.4118	490	0.6590	0.6175	0.6590	0.8118
No log	14.4706	492	0.6330	0.6166	0.6330	0.7956
No log	14.5294	494	0.5918	0.6392	0.5918	0.7693
No log	14.5882	496	0.5779	0.6134	0.5779	0.7602
No log	14.6471	498	0.5806	0.5770	0.5806	0.7620
0.2954	14.7059	500	0.5927	0.5446	0.5927	0.7699
0.2954	14.7647	502	0.5903	0.5653	0.5903	0.7683
0.2954	14.8235	504	0.5974	0.5862	0.5974	0.7729
0.2954	14.8824	506	0.5698	0.5830	0.5698	0.7549
0.2954	14.9412	508	0.5764	0.6894	0.5764	0.7592
0.2954	15.0	510	0.6240	0.6127	0.6240	0.7899
0.2954	15.0588	512	0.6227	0.6127	0.6227	0.7891
0.2954	15.1176	514	0.5971	0.6249	0.5971	0.7727
0.2954	15.1765	516	0.5761	0.6018	0.5761	0.7590
0.2954	15.2353	518	0.5829	0.5971	0.5829	0.7634
0.2954	15.2941	520	0.6022	0.5770	0.6022	0.7760
0.2954	15.3529	522	0.6054	0.5770	0.6054	0.7781
0.2954	15.4118	524	0.5976	0.5638	0.5976	0.7730
0.2954	15.4706	526	0.6168	0.5880	0.6168	0.7854
0.2954	15.5294	528	0.6894	0.5927	0.6894	0.8303
0.2954	15.5882	530	0.7859	0.5931	0.7859	0.8865
0.2954	15.6471	532	0.8354	0.5423	0.8354	0.9140
0.2954	15.7059	534	0.7931	0.5652	0.7931	0.8905
0.2954	15.7647	536	0.7029	0.6137	0.7029	0.8384
0.2954	15.8235	538	0.6304	0.5331	0.6304	0.7940
0.2954	15.8824	540	0.6001	0.5234	0.6001	0.7746
0.2954	15.9412	542	0.5975	0.5135	0.5975	0.7730
0.2954	16.0	544	0.6122	0.5844	0.6122	0.7824
0.2954	16.0588	546	0.6326	0.6008	0.6326	0.7954
0.2954	16.1176	548	0.6211	0.5719	0.6211	0.7881
0.2954	16.1765	550	0.6168	0.5558	0.6168	0.7854
0.2954	16.2353	552	0.6254	0.5763	0.6254	0.7908
0.2954	16.2941	554	0.6475	0.6459	0.6475	0.8047
0.2954	16.3529	556	0.6819	0.6247	0.6819	0.8257
0.2954	16.4118	558	0.6908	0.5988	0.6908	0.8312
0.2954	16.4706	560	0.7021	0.5788	0.7021	0.8379
0.2954	16.5294	562	0.6955	0.5788	0.6955	0.8340
0.2954	16.5882	564	0.6614	0.5788	0.6614	0.8133
0.2954	16.6471	566	0.6179	0.6008	0.6179	0.7860
0.2954	16.7059	568	0.6000	0.6118	0.6000	0.7746
0.2954	16.7647	570	0.6000	0.6118	0.6000	0.7746
0.2954	16.8235	572	0.6125	0.6218	0.6125	0.7826
0.2954	16.8824	574	0.6152	0.6109	0.6152	0.7843
0.2954	16.9412	576	0.6035	0.6073	0.6035	0.7769
0.2954	17.0	578	0.5948	0.5657	0.5948	0.7712
0.2954	17.0588	580	0.5898	0.5771	0.5898	0.7680
0.2954	17.1176	582	0.5951	0.5809	0.5951	0.7714
0.2954	17.1765	584	0.5962	0.5821	0.5962	0.7721
0.2954	17.2353	586	0.5892	0.6347	0.5892	0.7676
0.2954	17.2941	588	0.5820	0.6237	0.5820	0.7629
0.2954	17.3529	590	0.6017	0.6689	0.6017	0.7757
0.2954	17.4118	592	0.6354	0.6725	0.6354	0.7971
0.2954	17.4706	594	0.6452	0.6725	0.6452	0.8032
0.2954	17.5294	596	0.6645	0.6932	0.6645	0.8151
0.2954	17.5882	598	0.6532	0.6640	0.6532	0.8082
0.2954	17.6471	600	0.6251	0.5880	0.6251	0.7906
0.2954	17.7059	602	0.5981	0.5955	0.5981	0.7734
0.2954	17.7647	604	0.5962	0.5910	0.5962	0.7722
0.2954	17.8235	606	0.6013	0.5681	0.6013	0.7755
0.2954	17.8824	608	0.5911	0.5879	0.5911	0.7688
0.2954	17.9412	610	0.5759	0.5882	0.5759	0.7589
0.2954	18.0	612	0.5647	0.6046	0.5647	0.7515
0.2954	18.0588	614	0.5575	0.6649	0.5575	0.7467
0.2954	18.1176	616	0.5565	0.6452	0.5565	0.7460
0.2954	18.1765	618	0.5991	0.6089	0.5991	0.7740
0.2954	18.2353	620	0.6887	0.6140	0.6887	0.8299
0.2954	18.2941	622	0.6826	0.6457	0.6826	0.8262
0.2954	18.3529	624	0.5963	0.6205	0.5963	0.7722
0.2954	18.4118	626	0.5818	0.6740	0.5818	0.7628
0.2954	18.4706	628	0.5957	0.6365	0.5957	0.7718
0.2954	18.5294	630	0.5819	0.6846	0.5819	0.7628
0.2954	18.5882	632	0.5795	0.6246	0.5795	0.7612
0.2954	18.6471	634	0.5914	0.6435	0.5914	0.7690
0.2954	18.7059	636	0.5899	0.6349	0.5899	0.7681
0.2954	18.7647	638	0.5914	0.6039	0.5914	0.7690
0.2954	18.8235	640	0.5890	0.5682	0.5890	0.7674
0.2954	18.8824	642	0.5779	0.6028	0.5779	0.7602
0.2954	18.9412	644	0.5783	0.6057	0.5783	0.7605
0.2954	19.0	646	0.5886	0.6057	0.5886	0.7672
0.2954	19.0588	648	0.5935	0.5622	0.5935	0.7704
0.2954	19.1176	650	0.6105	0.5485	0.6105	0.7814
0.2954	19.1765	652	0.6188	0.5485	0.6188	0.7866
0.2954	19.2353	654	0.6113	0.5032	0.6113	0.7819
0.2954	19.2941	656	0.6019	0.5261	0.6019	0.7758
0.2954	19.3529	658	0.6037	0.5622	0.6037	0.7770
0.2954	19.4118	660	0.6117	0.5590	0.6117	0.7821
0.2954	19.4706	662	0.6302	0.5345	0.6302	0.7938
0.2954	19.5294	664	0.6744	0.6137	0.6744	0.8212
0.2954	19.5882	666	0.6919	0.6137	0.6919	0.8318
0.2954	19.6471	668	0.7067	0.5654	0.7067	0.8406
0.2954	19.7059	670	0.6740	0.5565	0.6740	0.8210
0.2954	19.7647	672	0.6442	0.5131	0.6442	0.8026
0.2954	19.8235	674	0.6196	0.5160	0.6196	0.7872
0.2954	19.8824	676	0.6167	0.5073	0.6167	0.7853
0.2954	19.9412	678	0.6222	0.4929	0.6222	0.7888
0.2954	20.0	680	0.6363	0.5274	0.6363	0.7977

Framework versions

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