ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k1_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: 0.8044
• Qwk: 0.6522
• Mse: 0.8044
• Rmse: 0.8969

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	0.25	2	6.5862	0.0308	6.5862	2.5664
No log	0.5	4	4.8191	0.0698	4.8191	2.1952
No log	0.75	6	2.9199	0.0988	2.9199	1.7088
No log	1.0	8	2.2485	0.1571	2.2485	1.4995
No log	1.25	10	1.8876	0.1579	1.8876	1.3739
No log	1.5	12	1.6648	0.1538	1.6648	1.2903
No log	1.75	14	1.7616	0.1538	1.7616	1.3273
No log	2.0	16	2.0669	0.1284	2.0669	1.4377
No log	2.25	18	1.8481	0.1905	1.8481	1.3594
No log	2.5	20	1.8492	0.1905	1.8492	1.3598
No log	2.75	22	1.7384	0.1905	1.7384	1.3185
No log	3.0	24	1.6503	0.2264	1.6503	1.2846
No log	3.25	26	1.5465	0.3967	1.5465	1.2436
No log	3.5	28	1.5686	0.3710	1.5686	1.2524
No log	3.75	30	1.3942	0.3577	1.3942	1.1808
No log	4.0	32	1.3083	0.3119	1.3083	1.1438
No log	4.25	34	1.5155	0.2430	1.5155	1.2310
No log	4.5	36	1.4409	0.2430	1.4409	1.2004
No log	4.75	38	1.2219	0.3455	1.2219	1.1054
No log	5.0	40	1.1733	0.3423	1.1733	1.0832
No log	5.25	42	1.1891	0.3571	1.1891	1.0904
No log	5.5	44	1.2232	0.3966	1.2232	1.1060
No log	5.75	46	1.1197	0.4174	1.1197	1.0582
No log	6.0	48	1.1434	0.4667	1.1434	1.0693
No log	6.25	50	1.0925	0.5042	1.0925	1.0452
No log	6.5	52	1.0890	0.5620	1.0890	1.0436
No log	6.75	54	1.2656	0.4463	1.2656	1.1250
No log	7.0	56	1.3660	0.3710	1.3660	1.1687
No log	7.25	58	1.3790	0.368	1.3790	1.1743
No log	7.5	60	1.1733	0.4923	1.1733	1.0832
No log	7.75	62	0.9383	0.5873	0.9383	0.9687
No log	8.0	64	0.9023	0.6129	0.9023	0.9499
No log	8.25	66	0.9748	0.5846	0.9748	0.9873
No log	8.5	68	1.0947	0.4806	1.0947	1.0463
No log	8.75	70	1.1417	0.4882	1.1417	1.0685
No log	9.0	72	1.2889	0.5185	1.2889	1.1353
No log	9.25	74	1.3368	0.5113	1.3368	1.1562
No log	9.5	76	1.2750	0.4865	1.2750	1.1292
No log	9.75	78	1.1955	0.6027	1.1955	1.0934
No log	10.0	80	1.1635	0.6027	1.1635	1.0786
No log	10.25	82	1.0792	0.6667	1.0792	1.0388
No log	10.5	84	0.9880	0.6197	0.9880	0.9940
No log	10.75	86	1.0362	0.6345	1.0362	1.0180
No log	11.0	88	1.0159	0.6187	1.0159	1.0079
No log	11.25	90	0.9550	0.6232	0.9550	0.9772
No log	11.5	92	0.9525	0.6187	0.9525	0.9760
No log	11.75	94	0.9330	0.6338	0.9330	0.9659
No log	12.0	96	0.9475	0.6389	0.9475	0.9734
No log	12.25	98	0.9474	0.6667	0.9474	0.9733
No log	12.5	100	0.9182	0.6434	0.9182	0.9582
No log	12.75	102	0.8642	0.6933	0.8642	0.9296
No log	13.0	104	0.7882	0.6667	0.7882	0.8878
No log	13.25	106	0.7374	0.6522	0.7374	0.8587
No log	13.5	108	0.7544	0.6993	0.7544	0.8686
No log	13.75	110	0.8744	0.6939	0.8744	0.9351
No log	14.0	112	0.9539	0.6438	0.9539	0.9767
No log	14.25	114	1.0494	0.6027	1.0494	1.0244
No log	14.5	116	1.0436	0.6154	1.0436	1.0216
No log	14.75	118	1.0090	0.5821	1.0090	1.0045
No log	15.0	120	0.9571	0.5441	0.9571	0.9783
No log	15.25	122	0.8333	0.6286	0.8333	0.9128
No log	15.5	124	0.8024	0.6623	0.8024	0.8958
No log	15.75	126	0.8736	0.6533	0.8736	0.9347
No log	16.0	128	0.8410	0.6667	0.8410	0.9170
No log	16.25	130	0.7175	0.7	0.7175	0.8471
No log	16.5	132	0.7601	0.7211	0.7601	0.8719
No log	16.75	134	0.8223	0.7020	0.8223	0.9068
No log	17.0	136	0.9107	0.6829	0.9107	0.9543
No log	17.25	138	1.0020	0.7059	1.0020	1.0010
No log	17.5	140	0.9065	0.6626	0.9065	0.9521
No log	17.75	142	0.9658	0.6395	0.9658	0.9828
No log	18.0	144	0.9953	0.6164	0.9953	0.9976
No log	18.25	146	0.8530	0.7143	0.8530	0.9236
No log	18.5	148	0.8002	0.7349	0.8002	0.8945
No log	18.75	150	0.7972	0.7059	0.7972	0.8929
No log	19.0	152	0.7597	0.7034	0.7597	0.8716
No log	19.25	154	0.6786	0.7482	0.6786	0.8238
No log	19.5	156	0.6853	0.7353	0.6853	0.8278
No log	19.75	158	0.7591	0.6715	0.7591	0.8713
No log	20.0	160	0.8344	0.6712	0.8344	0.9135
No log	20.25	162	0.8523	0.6712	0.8523	0.9232
No log	20.5	164	0.8935	0.7125	0.8935	0.9453
No log	20.75	166	0.8608	0.7108	0.8608	0.9278
No log	21.0	168	0.8389	0.7	0.8389	0.9159
No log	21.25	170	0.7646	0.7143	0.7646	0.8744
No log	21.5	172	0.7328	0.7333	0.7328	0.8560
No log	21.75	174	0.7404	0.76	0.7404	0.8604
No log	22.0	176	0.8226	0.6713	0.8226	0.9069
No log	22.25	178	0.7955	0.6763	0.7955	0.8919
No log	22.5	180	0.6974	0.7286	0.6974	0.8351
No log	22.75	182	0.6955	0.6618	0.6955	0.8340
No log	23.0	184	0.7192	0.6763	0.7192	0.8481
No log	23.25	186	0.7266	0.6857	0.7266	0.8524
No log	23.5	188	0.9032	0.6846	0.9032	0.9504
No log	23.75	190	1.0009	0.6622	1.0009	1.0005
No log	24.0	192	0.9128	0.6620	0.9128	0.9554
No log	24.25	194	0.8449	0.6471	0.8449	0.9192
No log	24.5	196	0.8530	0.6763	0.8530	0.9236
No log	24.75	198	0.9231	0.6528	0.9231	0.9608
No log	25.0	200	1.0665	0.6259	1.0665	1.0327
No log	25.25	202	1.0490	0.6259	1.0490	1.0242
No log	25.5	204	0.9542	0.6429	0.9542	0.9768
No log	25.75	206	0.8449	0.6573	0.8449	0.9192
No log	26.0	208	0.8485	0.6803	0.8485	0.9212
No log	26.25	210	0.8604	0.6712	0.8604	0.9276
No log	26.5	212	0.8581	0.6338	0.8581	0.9263
No log	26.75	214	0.9985	0.6573	0.9985	0.9993
No log	27.0	216	1.3224	0.5665	1.3224	1.1499
No log	27.25	218	1.4083	0.5402	1.4083	1.1867
No log	27.5	220	1.2538	0.5570	1.2538	1.1197
No log	27.75	222	0.9616	0.6331	0.9616	0.9806
No log	28.0	224	0.8046	0.6806	0.8046	0.8970
No log	28.25	226	0.7610	0.7619	0.7610	0.8724
No log	28.5	228	0.7765	0.7034	0.7765	0.8812
No log	28.75	230	0.8545	0.6667	0.8545	0.9244
No log	29.0	232	0.9463	0.6531	0.9463	0.9728
No log	29.25	234	0.9278	0.6351	0.9278	0.9632
No log	29.5	236	0.8435	0.6619	0.8435	0.9184
No log	29.75	238	0.7771	0.6812	0.7771	0.8815
No log	30.0	240	0.7592	0.7143	0.7592	0.8713
No log	30.25	242	0.7549	0.6857	0.7549	0.8688
No log	30.5	244	0.8109	0.6763	0.8109	0.9005
No log	30.75	246	0.9515	0.6486	0.9515	0.9755
No log	31.0	248	1.0494	0.6579	1.0494	1.0244
No log	31.25	250	1.0928	0.6275	1.0928	1.0454
No log	31.5	252	1.0121	0.6309	1.0121	1.0060
No log	31.75	254	0.8648	0.6571	0.8648	0.9300
No log	32.0	256	0.7738	0.6763	0.7738	0.8797
No log	32.25	258	0.7439	0.6857	0.7439	0.8625
No log	32.5	260	0.7301	0.7042	0.7301	0.8545
No log	32.75	262	0.7497	0.7413	0.7497	0.8659
No log	33.0	264	0.8538	0.6623	0.8538	0.9240
No log	33.25	266	0.9192	0.6623	0.9192	0.9588
No log	33.5	268	0.8957	0.6486	0.8957	0.9464
No log	33.75	270	0.8487	0.6345	0.8487	0.9213
No log	34.0	272	0.7622	0.6812	0.7622	0.8731
No log	34.25	274	0.7369	0.7101	0.7369	0.8584
No log	34.5	276	0.7396	0.7194	0.7396	0.8600
No log	34.75	278	0.7199	0.7286	0.7199	0.8485
No log	35.0	280	0.6899	0.7286	0.6899	0.8306
No log	35.25	282	0.6558	0.7448	0.6558	0.8098
No log	35.5	284	0.6366	0.7448	0.6366	0.7979
No log	35.75	286	0.6523	0.7333	0.6523	0.8076
No log	36.0	288	0.7751	0.7219	0.7751	0.8804
No log	36.25	290	0.8605	0.7093	0.8605	0.9277
No log	36.5	292	0.8068	0.6951	0.8068	0.8982
No log	36.75	294	0.7453	0.7152	0.7453	0.8633
No log	37.0	296	0.7686	0.6939	0.7686	0.8767
No log	37.25	298	0.8433	0.6621	0.8433	0.9183
No log	37.5	300	0.8956	0.6621	0.8956	0.9464
No log	37.75	302	0.8815	0.6621	0.8815	0.9389
No log	38.0	304	0.8180	0.6714	0.8180	0.9044
No log	38.25	306	0.7628	0.7143	0.7628	0.8734
No log	38.5	308	0.7361	0.7234	0.7361	0.8579
No log	38.75	310	0.7342	0.7234	0.7342	0.8569
No log	39.0	312	0.7824	0.6957	0.7824	0.8845
No log	39.25	314	0.9036	0.6623	0.9036	0.9506
No log	39.5	316	0.9370	0.6624	0.9370	0.9680
No log	39.75	318	0.8740	0.6809	0.8740	0.9349
No log	40.0	320	0.8301	0.6812	0.8301	0.9111
No log	40.25	322	0.8432	0.6812	0.8432	0.9183
No log	40.5	324	0.8625	0.6471	0.8625	0.9287
No log	40.75	326	0.8777	0.6569	0.8777	0.9368
No log	41.0	328	0.8983	0.6573	0.8983	0.9478
No log	41.25	330	0.9322	0.6528	0.9322	0.9655
No log	41.5	332	0.9794	0.6708	0.9794	0.9897
No log	41.75	334	0.9057	0.6667	0.9057	0.9517
No log	42.0	336	0.7963	0.7133	0.7963	0.8924
No log	42.25	338	0.7643	0.7133	0.7643	0.8743
No log	42.5	340	0.7903	0.7172	0.7903	0.8890
No log	42.75	342	0.8178	0.7114	0.8178	0.9043
No log	43.0	344	0.8285	0.6933	0.8285	0.9102
No log	43.25	346	0.7681	0.72	0.7681	0.8764
No log	43.5	348	0.7486	0.7320	0.7486	0.8652
No log	43.75	350	0.7286	0.7564	0.7286	0.8536
No log	44.0	352	0.7503	0.7439	0.7503	0.8662
No log	44.25	354	0.7574	0.7261	0.7574	0.8703
No log	44.5	356	0.7403	0.6897	0.7403	0.8604
No log	44.75	358	0.7470	0.6806	0.7470	0.8643
No log	45.0	360	0.8095	0.6525	0.8095	0.8997
No log	45.25	362	0.8986	0.6377	0.8986	0.9479
No log	45.5	364	0.8997	0.6377	0.8997	0.9485
No log	45.75	366	0.8914	0.6370	0.8914	0.9442
No log	46.0	368	0.8473	0.6370	0.8473	0.9205
No log	46.25	370	0.8285	0.6471	0.8285	0.9102
No log	46.5	372	0.8206	0.6277	0.8206	0.9059
No log	46.75	374	0.8215	0.6277	0.8215	0.9064
No log	47.0	376	0.8410	0.6377	0.8410	0.9171
No log	47.25	378	0.8621	0.6619	0.8621	0.9285
No log	47.5	380	0.9032	0.6522	0.9032	0.9504
No log	47.75	382	0.9251	0.6383	0.9251	0.9618
No log	48.0	384	0.9031	0.6294	0.9031	0.9503
No log	48.25	386	0.8777	0.6154	0.8777	0.9369
No log	48.5	388	0.8669	0.6099	0.8669	0.9311
No log	48.75	390	0.8683	0.6277	0.8683	0.9318
No log	49.0	392	0.8804	0.6619	0.8804	0.9383
No log	49.25	394	0.9420	0.6531	0.9420	0.9706
No log	49.5	396	0.9652	0.6490	0.9652	0.9825
No log	49.75	398	0.9225	0.6623	0.9225	0.9605
No log	50.0	400	0.8137	0.6986	0.8137	0.9020
No log	50.25	402	0.7799	0.6853	0.7799	0.8831
No log	50.5	404	0.7439	0.6714	0.7439	0.8625
No log	50.75	406	0.7420	0.6714	0.7420	0.8614
No log	51.0	408	0.7457	0.6715	0.7457	0.8635
No log	51.25	410	0.7677	0.6715	0.7677	0.8762
No log	51.5	412	0.8149	0.6370	0.8149	0.9027
No log	51.75	414	0.8356	0.6370	0.8356	0.9141
No log	52.0	416	0.8363	0.6370	0.8363	0.9145
No log	52.25	418	0.8413	0.6715	0.8413	0.9172
No log	52.5	420	0.8719	0.6383	0.8719	0.9338
No log	52.75	422	0.9095	0.6383	0.9095	0.9537
No log	53.0	424	0.9191	0.6294	0.9191	0.9587
No log	53.25	426	0.9057	0.6434	0.9057	0.9517
No log	53.5	428	0.9190	0.6294	0.9190	0.9587
No log	53.75	430	0.8955	0.6338	0.8955	0.9463
No log	54.0	432	0.8523	0.6383	0.8523	0.9232
No log	54.25	434	0.8102	0.6571	0.8102	0.9001
No log	54.5	436	0.7808	0.6901	0.7808	0.8836
No log	54.75	438	0.7676	0.6901	0.7676	0.8761
No log	55.0	440	0.7414	0.6815	0.7414	0.8610
No log	55.25	442	0.7373	0.6912	0.7373	0.8587
No log	55.5	444	0.7412	0.6912	0.7412	0.8609
No log	55.75	446	0.7475	0.6912	0.7475	0.8646
No log	56.0	448	0.7783	0.6715	0.7783	0.8822
No log	56.25	450	0.7788	0.6912	0.7788	0.8825
No log	56.5	452	0.7891	0.6912	0.7891	0.8883
No log	56.75	454	0.7717	0.6957	0.7717	0.8784
No log	57.0	456	0.7762	0.6812	0.7762	0.8810
No log	57.25	458	0.7832	0.6569	0.7832	0.8850
No log	57.5	460	0.7981	0.6569	0.7981	0.8934
No log	57.75	462	0.8139	0.6812	0.8139	0.9022
No log	58.0	464	0.8536	0.6571	0.8536	0.9239
No log	58.25	466	0.9059	0.6383	0.9059	0.9518
No log	58.5	468	0.9190	0.6383	0.9190	0.9586
No log	58.75	470	0.8932	0.6331	0.8932	0.9451
No log	59.0	472	0.8455	0.6522	0.8455	0.9195
No log	59.25	474	0.8074	0.7050	0.8074	0.8985
No log	59.5	476	0.7886	0.7050	0.7886	0.8881
No log	59.75	478	0.7967	0.7050	0.7967	0.8926
No log	60.0	480	0.8220	0.6713	0.8220	0.9066
No log	60.25	482	0.8218	0.6479	0.8218	0.9065
No log	60.5	484	0.7962	0.6712	0.7962	0.8923
No log	60.75	486	0.7667	0.6712	0.7667	0.8756
No log	61.0	488	0.7383	0.6857	0.7383	0.8592
No log	61.25	490	0.7364	0.6857	0.7364	0.8582
No log	61.5	492	0.7402	0.6857	0.7402	0.8604
No log	61.75	494	0.7336	0.7050	0.7336	0.8565
No log	62.0	496	0.7298	0.6715	0.7298	0.8543
No log	62.25	498	0.7327	0.6716	0.7327	0.8560
0.3223	62.5	500	0.7436	0.6618	0.7436	0.8623
0.3223	62.75	502	0.7677	0.6619	0.7677	0.8762
0.3223	63.0	504	0.7733	0.6619	0.7733	0.8794
0.3223	63.25	506	0.7910	0.6479	0.7910	0.8894
0.3223	63.5	508	0.8044	0.6619	0.8044	0.8969
0.3223	63.75	510	0.7933	0.6619	0.7933	0.8907
0.3223	64.0	512	0.7842	0.6619	0.7842	0.8856
0.3223	64.25	514	0.7770	0.6619	0.7770	0.8815
0.3223	64.5	516	0.7818	0.6619	0.7818	0.8842
0.3223	64.75	518	0.7903	0.6619	0.7903	0.8890
0.3223	65.0	520	0.8044	0.6619	0.8044	0.8969
0.3223	65.25	522	0.8179	0.6471	0.8179	0.9044
0.3223	65.5	524	0.8317	0.6338	0.8317	0.9120
0.3223	65.75	526	0.8125	0.6714	0.8125	0.9014
0.3223	66.0	528	0.7935	0.6714	0.7935	0.8908
0.3223	66.25	530	0.7774	0.6714	0.7774	0.8817
0.3223	66.5	532	0.7772	0.6573	0.7772	0.8816
0.3223	66.75	534	0.7912	0.6573	0.7912	0.8895
0.3223	67.0	536	0.7803	0.6712	0.7803	0.8834
0.3223	67.25	538	0.7678	0.6897	0.7678	0.8762
0.3223	67.5	540	0.7615	0.6901	0.7615	0.8726
0.3223	67.75	542	0.7671	0.6483	0.7671	0.8759
0.3223	68.0	544	0.7816	0.6622	0.7816	0.8841
0.3223	68.25	546	0.8103	0.6883	0.8103	0.9002
0.3223	68.5	548	0.8470	0.6839	0.8470	0.9204
0.3223	68.75	550	0.8577	0.6839	0.8577	0.9261
0.3223	69.0	552	0.8396	0.6575	0.8396	0.9163
0.3223	69.25	554	0.8030	0.6619	0.8030	0.8961
0.3223	69.5	556	0.7726	0.6812	0.7726	0.8790
0.3223	69.75	558	0.7655	0.6812	0.7655	0.8749
0.3223	70.0	560	0.7743	0.6812	0.7743	0.8799
0.3223	70.25	562	0.7820	0.6812	0.7820	0.8843
0.3223	70.5	564	0.7842	0.6471	0.7842	0.8855
0.3223	70.75	566	0.7813	0.6471	0.7813	0.8839
0.3223	71.0	568	0.7635	0.6715	0.7635	0.8738
0.3223	71.25	570	0.7635	0.6715	0.7635	0.8738
0.3223	71.5	572	0.7595	0.6715	0.7595	0.8715
0.3223	71.75	574	0.7684	0.6715	0.7684	0.8766
0.3223	72.0	576	0.7690	0.6715	0.7690	0.8769
0.3223	72.25	578	0.7694	0.6857	0.7694	0.8772
0.3223	72.5	580	0.7571	0.6857	0.7571	0.8701
0.3223	72.75	582	0.7365	0.6857	0.7365	0.8582
0.3223	73.0	584	0.7354	0.6857	0.7354	0.8575
0.3223	73.25	586	0.7498	0.6857	0.7498	0.8659
0.3223	73.5	588	0.7593	0.6857	0.7593	0.8714
0.3223	73.75	590	0.7680	0.6857	0.7680	0.8764
0.3223	74.0	592	0.7866	0.6621	0.7866	0.8869
0.3223	74.25	594	0.8028	0.6757	0.8028	0.8960
0.3223	74.5	596	0.8235	0.6883	0.8235	0.9075
0.3223	74.75	598	0.8309	0.6883	0.8309	0.9115
0.3223	75.0	600	0.8098	0.6887	0.8098	0.8999
0.3223	75.25	602	0.7937	0.6621	0.7937	0.8909
0.3223	75.5	604	0.7608	0.6857	0.7608	0.8722
0.3223	75.75	606	0.7304	0.6857	0.7304	0.8546
0.3223	76.0	608	0.7217	0.6857	0.7217	0.8495
0.3223	76.25	610	0.7314	0.6857	0.7314	0.8552
0.3223	76.5	612	0.7370	0.6857	0.7370	0.8585
0.3223	76.75	614	0.7551	0.6619	0.7551	0.8690
0.3223	77.0	616	0.7682	0.6619	0.7682	0.8765
0.3223	77.25	618	0.7671	0.6619	0.7671	0.8759
0.3223	77.5	620	0.7580	0.6857	0.7580	0.8706
0.3223	77.75	622	0.7663	0.6619	0.7663	0.8754
0.3223	78.0	624	0.7691	0.6857	0.7691	0.8770
0.3223	78.25	626	0.7739	0.6857	0.7739	0.8797
0.3223	78.5	628	0.7877	0.6619	0.7877	0.8875
0.3223	78.75	630	0.7907	0.6619	0.7907	0.8892
0.3223	79.0	632	0.7848	0.6619	0.7848	0.8859
0.3223	79.25	634	0.7758	0.6619	0.7758	0.8808
0.3223	79.5	636	0.7706	0.6619	0.7706	0.8778
0.3223	79.75	638	0.7774	0.6619	0.7774	0.8817
0.3223	80.0	640	0.7781	0.6619	0.7781	0.8821
0.3223	80.25	642	0.7701	0.6857	0.7701	0.8776
0.3223	80.5	644	0.7765	0.6857	0.7765	0.8812
0.3223	80.75	646	0.7959	0.6619	0.7959	0.8921
0.3223	81.0	648	0.8182	0.6479	0.8182	0.9045
0.3223	81.25	650	0.8353	0.6479	0.8353	0.9139
0.3223	81.5	652	0.8388	0.6621	0.8388	0.9159
0.3223	81.75	654	0.8136	0.6849	0.8136	0.9020
0.3223	82.0	656	0.7786	0.6571	0.7786	0.8824
0.3223	82.25	658	0.7518	0.6857	0.7518	0.8671
0.3223	82.5	660	0.7185	0.6857	0.7185	0.8476
0.3223	82.75	662	0.6965	0.7101	0.6965	0.8346
0.3223	83.0	664	0.6884	0.7101	0.6884	0.8297
0.3223	83.25	666	0.6913	0.7101	0.6913	0.8314
0.3223	83.5	668	0.7051	0.7050	0.7051	0.8397
0.3223	83.75	670	0.7241	0.6857	0.7241	0.8509
0.3223	84.0	672	0.7475	0.6857	0.7475	0.8646
0.3223	84.25	674	0.7700	0.6619	0.7700	0.8775
0.3223	84.5	676	0.7800	0.6619	0.7800	0.8832
0.3223	84.75	678	0.7799	0.6619	0.7799	0.8831
0.3223	85.0	680	0.7769	0.6619	0.7769	0.8814
0.3223	85.25	682	0.7756	0.6857	0.7756	0.8807
0.3223	85.5	684	0.7819	0.6857	0.7819	0.8843
0.3223	85.75	686	0.7926	0.6857	0.7926	0.8903
0.3223	86.0	688	0.7987	0.6619	0.7987	0.8937
0.3223	86.25	690	0.8025	0.6619	0.8025	0.8958
0.3223	86.5	692	0.7930	0.6857	0.7930	0.8905
0.3223	86.75	694	0.7780	0.6857	0.7780	0.8820
0.3223	87.0	696	0.7644	0.6857	0.7644	0.8743
0.3223	87.25	698	0.7533	0.6906	0.7533	0.8679
0.3223	87.5	700	0.7478	0.6906	0.7478	0.8648
0.3223	87.75	702	0.7535	0.6857	0.7535	0.8681
0.3223	88.0	704	0.7635	0.6857	0.7635	0.8738
0.3223	88.25	706	0.7736	0.6857	0.7736	0.8796
0.3223	88.5	708	0.7852	0.6857	0.7852	0.8861
0.3223	88.75	710	0.7863	0.6857	0.7863	0.8867
0.3223	89.0	712	0.7831	0.6857	0.7831	0.8849
0.3223	89.25	714	0.7749	0.6857	0.7749	0.8803
0.3223	89.5	716	0.7648	0.6857	0.7648	0.8745
0.3223	89.75	718	0.7561	0.6857	0.7562	0.8696
0.3223	90.0	720	0.7505	0.6857	0.7505	0.8663
0.3223	90.25	722	0.7494	0.6857	0.7494	0.8657
0.3223	90.5	724	0.7490	0.6857	0.7490	0.8654
0.3223	90.75	726	0.7524	0.6857	0.7524	0.8674
0.3223	91.0	728	0.7594	0.6857	0.7594	0.8714
0.3223	91.25	730	0.7680	0.6857	0.7680	0.8764
0.3223	91.5	732	0.7740	0.6857	0.7740	0.8798
0.3223	91.75	734	0.7826	0.6619	0.7826	0.8847
0.3223	92.0	736	0.7929	0.6619	0.7929	0.8905
0.3223	92.25	738	0.8053	0.6522	0.8053	0.8974
0.3223	92.5	740	0.8100	0.6522	0.8100	0.9000
0.3223	92.75	742	0.8104	0.6522	0.8104	0.9002
0.3223	93.0	744	0.8073	0.6522	0.8073	0.8985
0.3223	93.25	746	0.8044	0.6522	0.8044	0.8969

Framework versions

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