ArabicNewSplits6_FineTuningAraBERT_run3_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: 0.7059
• Qwk: 0.6687
• Mse: 0.7059
• Rmse: 0.8402

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	0.025	2	5.2411	-0.0001	5.2411	2.2893
No log	0.05	4	3.1199	0.0903	3.1199	1.7663
No log	0.075	6	2.6484	-0.0971	2.6484	1.6274
No log	0.1	8	1.9217	-0.0285	1.9217	1.3863
No log	0.125	10	1.2574	0.2024	1.2574	1.1213
No log	0.15	12	1.3281	0.1522	1.3281	1.1524
No log	0.175	14	1.3960	0.0734	1.3960	1.1815
No log	0.2	16	1.3336	0.1048	1.3336	1.1548
No log	0.225	18	1.2381	0.2172	1.2381	1.1127
No log	0.25	20	1.1409	0.3283	1.1409	1.0681
No log	0.275	22	1.1102	0.3334	1.1102	1.0536
No log	0.3	24	1.0928	0.2927	1.0928	1.0454
No log	0.325	26	1.0772	0.3378	1.0772	1.0379
No log	0.35	28	1.2205	0.2407	1.2205	1.1048
No log	0.375	30	1.5785	0.0901	1.5785	1.2564
No log	0.4	32	1.8020	0.0901	1.8020	1.3424
No log	0.425	34	2.0596	0.1972	2.0596	1.4351
No log	0.45	36	1.9287	0.1857	1.9287	1.3888
No log	0.475	38	1.6344	0.1609	1.6344	1.2784
No log	0.5	40	1.3703	0.2158	1.3703	1.1706
No log	0.525	42	1.2444	0.2603	1.2444	1.1155
No log	0.55	44	1.3283	0.3035	1.3283	1.1525
No log	0.575	46	1.3322	0.3060	1.3322	1.1542
No log	0.6	48	1.3959	0.2375	1.3959	1.1815
No log	0.625	50	1.3791	0.2763	1.3791	1.1743
No log	0.65	52	1.1946	0.3431	1.1946	1.0930
No log	0.675	54	1.1937	0.3493	1.1937	1.0926
No log	0.7	56	1.1636	0.3474	1.1636	1.0787
No log	0.725	58	1.0811	0.3843	1.0811	1.0398
No log	0.75	60	1.0024	0.3702	1.0024	1.0012
No log	0.775	62	0.9930	0.3951	0.9930	0.9965
No log	0.8	64	0.8863	0.5074	0.8863	0.9414
No log	0.825	66	0.8088	0.5441	0.8088	0.8993
No log	0.85	68	0.8010	0.5380	0.8010	0.8950
No log	0.875	70	0.7513	0.6192	0.7513	0.8667
No log	0.9	72	0.7337	0.5972	0.7337	0.8565
No log	0.925	74	0.7351	0.6347	0.7351	0.8574
No log	0.95	76	0.7392	0.6201	0.7392	0.8598
No log	0.975	78	0.8164	0.5582	0.8164	0.9036
No log	1.0	80	0.9256	0.5313	0.9256	0.9621
No log	1.025	82	1.0754	0.4967	1.0754	1.0370
No log	1.05	84	1.1936	0.4382	1.1936	1.0925
No log	1.075	86	1.2910	0.3306	1.2910	1.1362
No log	1.1	88	1.2557	0.3616	1.2557	1.1206
No log	1.125	90	1.3045	0.2953	1.3045	1.1422
No log	1.15	92	1.0749	0.3923	1.0749	1.0368
No log	1.175	94	0.8035	0.5195	0.8035	0.8964
No log	1.2	96	0.9363	0.4893	0.9363	0.9676
No log	1.225	98	1.0312	0.4507	1.0312	1.0155
No log	1.25	100	0.8721	0.5300	0.8721	0.9339
No log	1.275	102	0.6976	0.6118	0.6976	0.8352
No log	1.3	104	0.7113	0.6789	0.7113	0.8434
No log	1.325	106	0.9130	0.5902	0.9130	0.9555
No log	1.35	108	1.2874	0.5041	1.2874	1.1346
No log	1.375	110	1.1169	0.5210	1.1169	1.0568
No log	1.4	112	0.8169	0.6275	0.8169	0.9038
No log	1.425	114	0.6245	0.6426	0.6245	0.7903
No log	1.45	116	0.6625	0.6445	0.6625	0.8140
No log	1.475	118	0.6957	0.6357	0.6957	0.8341
No log	1.5	120	0.6922	0.6220	0.6922	0.8320
No log	1.525	122	0.7105	0.6429	0.7105	0.8429
No log	1.55	124	0.7642	0.5919	0.7642	0.8742
No log	1.575	126	0.7733	0.5966	0.7733	0.8794
No log	1.6	128	0.7729	0.5690	0.7729	0.8791
No log	1.625	130	0.7823	0.5690	0.7823	0.8845
No log	1.65	132	0.7566	0.6351	0.7566	0.8698
No log	1.675	134	0.7485	0.6223	0.7485	0.8651
No log	1.7	136	0.7628	0.6027	0.7628	0.8734
No log	1.725	138	0.7938	0.6637	0.7938	0.8910
No log	1.75	140	0.7471	0.6597	0.7471	0.8643
No log	1.775	142	0.6963	0.6639	0.6963	0.8344
No log	1.8	144	0.7409	0.6309	0.7409	0.8608
No log	1.825	146	0.7597	0.6359	0.7597	0.8716
No log	1.85	148	0.7321	0.6000	0.7321	0.8557
No log	1.875	150	0.7160	0.6510	0.7160	0.8461
No log	1.9	152	0.6841	0.6701	0.6841	0.8271
No log	1.925	154	0.6755	0.6576	0.6755	0.8219
No log	1.95	156	0.6807	0.6562	0.6807	0.8251
No log	1.975	158	0.6963	0.6542	0.6963	0.8345
No log	2.0	160	0.7318	0.6259	0.7318	0.8555
No log	2.025	162	0.7439	0.6500	0.7439	0.8625
No log	2.05	164	0.7107	0.6367	0.7107	0.8430
No log	2.075	166	0.7237	0.6323	0.7237	0.8507
No log	2.1	168	0.7683	0.6064	0.7683	0.8765
No log	2.125	170	0.7317	0.5611	0.7317	0.8554
No log	2.15	172	0.7476	0.5684	0.7476	0.8647
No log	2.175	174	0.7498	0.5733	0.7498	0.8659
No log	2.2	176	0.7724	0.5794	0.7724	0.8788
No log	2.225	178	0.7558	0.5846	0.7558	0.8694
No log	2.25	180	0.7320	0.6312	0.7320	0.8556
No log	2.275	182	0.7146	0.6456	0.7146	0.8453
No log	2.3	184	0.6695	0.6561	0.6695	0.8182
No log	2.325	186	0.7018	0.6719	0.7018	0.8377
No log	2.35	188	0.7441	0.6414	0.7441	0.8626
No log	2.375	190	0.7918	0.6360	0.7918	0.8898
No log	2.4	192	0.8534	0.6170	0.8534	0.9238
No log	2.425	194	0.9319	0.6009	0.9319	0.9654
No log	2.45	196	0.8815	0.6246	0.8815	0.9389
No log	2.475	198	0.7592	0.6399	0.7592	0.8713
No log	2.5	200	0.7299	0.6305	0.7299	0.8543
No log	2.525	202	0.7405	0.6363	0.7405	0.8605
No log	2.55	204	0.7795	0.6383	0.7795	0.8829
No log	2.575	206	0.7826	0.6352	0.7826	0.8846
No log	2.6	208	0.7359	0.6428	0.7359	0.8579
No log	2.625	210	0.6811	0.6925	0.6811	0.8253
No log	2.65	212	0.6976	0.6907	0.6976	0.8352
No log	2.675	214	0.7282	0.6613	0.7282	0.8534
No log	2.7	216	0.7117	0.6689	0.7117	0.8436
No log	2.725	218	0.7178	0.6268	0.7178	0.8472
No log	2.75	220	0.7448	0.6088	0.7448	0.8630
No log	2.775	222	0.7433	0.6274	0.7433	0.8622
No log	2.8	224	0.7142	0.6416	0.7142	0.8451
No log	2.825	226	0.7000	0.6235	0.7000	0.8366
No log	2.85	228	0.7043	0.6304	0.7043	0.8392
No log	2.875	230	0.7218	0.6370	0.7218	0.8496
No log	2.9	232	0.7506	0.6129	0.7506	0.8664
No log	2.925	234	0.7801	0.6342	0.7801	0.8832
No log	2.95	236	0.7711	0.6091	0.7711	0.8781
No log	2.975	238	0.7815	0.6333	0.7815	0.8840
No log	3.0	240	0.8512	0.6047	0.8512	0.9226
No log	3.025	242	0.8318	0.5985	0.8318	0.9120
No log	3.05	244	0.7876	0.6277	0.7876	0.8875
No log	3.075	246	0.7611	0.6715	0.7611	0.8724
No log	3.1	248	0.7570	0.6632	0.7570	0.8700
No log	3.125	250	0.7486	0.6583	0.7486	0.8652
No log	3.15	252	0.7532	0.6580	0.7532	0.8679
No log	3.175	254	0.7493	0.6572	0.7493	0.8656
No log	3.2	256	0.7398	0.6348	0.7398	0.8601
No log	3.225	258	0.7874	0.6077	0.7874	0.8874
No log	3.25	260	0.8254	0.5888	0.8254	0.9085
No log	3.275	262	0.7841	0.6130	0.7841	0.8855
No log	3.3	264	0.7213	0.6428	0.7213	0.8493
No log	3.325	266	0.7582	0.6251	0.7582	0.8707
No log	3.35	268	0.8782	0.6151	0.8782	0.9371
No log	3.375	270	0.8948	0.6160	0.8948	0.9459
No log	3.4	272	0.7966	0.6205	0.7966	0.8925
No log	3.425	274	0.7109	0.6608	0.7109	0.8432
No log	3.45	276	0.7117	0.5967	0.7117	0.8436
No log	3.475	278	0.7125	0.6074	0.7125	0.8441
No log	3.5	280	0.7061	0.6299	0.7061	0.8403
No log	3.525	282	0.7061	0.6453	0.7061	0.8403
No log	3.55	284	0.7099	0.6683	0.7099	0.8426
No log	3.575	286	0.7160	0.6492	0.7160	0.8462
No log	3.6	288	0.6917	0.6591	0.6917	0.8317
No log	3.625	290	0.6725	0.6189	0.6725	0.8200
No log	3.65	292	0.6842	0.6088	0.6842	0.8272
No log	3.675	294	0.7252	0.6080	0.7252	0.8516
No log	3.7	296	0.7891	0.6179	0.7891	0.8883
No log	3.725	298	0.8085	0.6262	0.8085	0.8992
No log	3.75	300	0.7530	0.6265	0.7530	0.8678
No log	3.775	302	0.7260	0.6451	0.7260	0.8521
No log	3.8	304	0.7018	0.6594	0.7018	0.8377
No log	3.825	306	0.6973	0.6967	0.6973	0.8350
No log	3.85	308	0.7154	0.6540	0.7154	0.8458
No log	3.875	310	0.7535	0.6268	0.7535	0.8680
No log	3.9	312	0.7534	0.6201	0.7534	0.8680
No log	3.925	314	0.7087	0.6478	0.7087	0.8419
No log	3.95	316	0.6844	0.6513	0.6844	0.8273
No log	3.975	318	0.6702	0.6450	0.6702	0.8187
No log	4.0	320	0.6683	0.6587	0.6683	0.8175
No log	4.025	322	0.6699	0.6813	0.6699	0.8185
No log	4.05	324	0.6913	0.6609	0.6913	0.8315
No log	4.075	326	0.6961	0.6676	0.6961	0.8343
No log	4.1	328	0.7343	0.6873	0.7343	0.8569
No log	4.125	330	0.7394	0.6623	0.7394	0.8599
No log	4.15	332	0.7120	0.6679	0.7120	0.8438
No log	4.175	334	0.6770	0.6682	0.6770	0.8228
No log	4.2	336	0.6543	0.6232	0.6543	0.8089
No log	4.225	338	0.6363	0.6741	0.6363	0.7977
No log	4.25	340	0.6344	0.6729	0.6344	0.7965
No log	4.275	342	0.6333	0.6739	0.6333	0.7958
No log	4.3	344	0.6524	0.6926	0.6524	0.8077
No log	4.325	346	0.7013	0.6746	0.7013	0.8374
No log	4.35	348	0.7353	0.6466	0.7353	0.8575
No log	4.375	350	0.7215	0.6503	0.7215	0.8494
No log	4.4	352	0.6870	0.7146	0.6870	0.8289
No log	4.425	354	0.6793	0.7564	0.6793	0.8242
No log	4.45	356	0.6818	0.7332	0.6818	0.8257
No log	4.475	358	0.7004	0.7108	0.7004	0.8369
No log	4.5	360	0.7076	0.7075	0.7076	0.8412
No log	4.525	362	0.6988	0.7216	0.6988	0.8359
No log	4.55	364	0.6806	0.7068	0.6806	0.8250
No log	4.575	366	0.6672	0.7363	0.6672	0.8168
No log	4.6	368	0.6591	0.7441	0.6591	0.8118
No log	4.625	370	0.6684	0.7311	0.6684	0.8175
No log	4.65	372	0.6926	0.7226	0.6926	0.8322
No log	4.675	374	0.7368	0.6532	0.7368	0.8584
No log	4.7	376	0.7455	0.6516	0.7455	0.8634
No log	4.725	378	0.7148	0.6638	0.7148	0.8454
No log	4.75	380	0.6787	0.7105	0.6787	0.8239
No log	4.775	382	0.6794	0.7058	0.6794	0.8242
No log	4.8	384	0.6856	0.6941	0.6856	0.8280
No log	4.825	386	0.6969	0.6901	0.6969	0.8348
No log	4.85	388	0.7215	0.6635	0.7215	0.8494
No log	4.875	390	0.7595	0.6584	0.7595	0.8715
No log	4.9	392	0.8087	0.6402	0.8087	0.8993
No log	4.925	394	0.8270	0.6380	0.8270	0.9094
No log	4.95	396	0.8007	0.6354	0.8007	0.8948
No log	4.975	398	0.7292	0.6582	0.7292	0.8539
No log	5.0	400	0.6664	0.7123	0.6664	0.8163
No log	5.025	402	0.6473	0.7214	0.6473	0.8046
No log	5.05	404	0.6436	0.7398	0.6436	0.8022
No log	5.075	406	0.6587	0.7077	0.6587	0.8116
No log	5.1	408	0.6636	0.7201	0.6636	0.8146
No log	5.125	410	0.6685	0.7195	0.6685	0.8176
No log	5.15	412	0.6547	0.6982	0.6547	0.8091
No log	5.175	414	0.6379	0.7193	0.6379	0.7987
No log	5.2	416	0.6285	0.7191	0.6285	0.7928
No log	5.225	418	0.6339	0.7267	0.6339	0.7961
No log	5.25	420	0.6478	0.7092	0.6478	0.8049
No log	5.275	422	0.6681	0.7061	0.6681	0.8174
No log	5.3	424	0.6682	0.6938	0.6682	0.8174
No log	5.325	426	0.6576	0.6866	0.6576	0.8109
No log	5.35	428	0.6490	0.6594	0.6490	0.8056
No log	5.375	430	0.6564	0.6900	0.6564	0.8102
No log	5.4	432	0.6834	0.6906	0.6834	0.8267
No log	5.425	434	0.7338	0.6807	0.7338	0.8566
No log	5.45	436	0.7338	0.6917	0.7338	0.8566
No log	5.475	438	0.7000	0.7089	0.7000	0.8367
No log	5.5	440	0.6806	0.7014	0.6806	0.8250
No log	5.525	442	0.6910	0.6984	0.6910	0.8313
No log	5.55	444	0.6834	0.6942	0.6834	0.8267
No log	5.575	446	0.6636	0.7018	0.6636	0.8146
No log	5.6	448	0.6434	0.7149	0.6434	0.8021
No log	5.625	450	0.6366	0.7187	0.6366	0.7979
No log	5.65	452	0.6307	0.7174	0.6307	0.7941
No log	5.675	454	0.6411	0.7187	0.6411	0.8007
No log	5.7	456	0.6418	0.7117	0.6418	0.8011
No log	5.725	458	0.6380	0.7192	0.6380	0.7987
No log	5.75	460	0.6448	0.7100	0.6448	0.8030
No log	5.775	462	0.6623	0.6945	0.6623	0.8138
No log	5.8	464	0.6754	0.6906	0.6754	0.8218
No log	5.825	466	0.6970	0.6855	0.6970	0.8349
No log	5.85	468	0.6945	0.6930	0.6945	0.8334
No log	5.875	470	0.6843	0.7039	0.6843	0.8272
No log	5.9	472	0.6628	0.6999	0.6628	0.8142
No log	5.925	474	0.6441	0.7371	0.6441	0.8025
No log	5.95	476	0.6388	0.7113	0.6388	0.7993
No log	5.975	478	0.6378	0.7235	0.6378	0.7986
No log	6.0	480	0.6472	0.6821	0.6472	0.8045
No log	6.025	482	0.6596	0.6847	0.6596	0.8122
No log	6.05	484	0.6763	0.7114	0.6763	0.8224
No log	6.075	486	0.6976	0.6791	0.6976	0.8352
No log	6.1	488	0.7114	0.6691	0.7114	0.8434
No log	6.125	490	0.7194	0.6593	0.7194	0.8482
No log	6.15	492	0.7412	0.6739	0.7412	0.8609
No log	6.175	494	0.7674	0.6520	0.7674	0.8760
No log	6.2	496	0.8026	0.6490	0.8026	0.8959
No log	6.225	498	0.7813	0.6533	0.7813	0.8839
0.4184	6.25	500	0.7321	0.6779	0.7321	0.8556
0.4184	6.275	502	0.6970	0.6832	0.6970	0.8349
0.4184	6.3	504	0.6619	0.7009	0.6619	0.8135
0.4184	6.325	506	0.6451	0.7090	0.6451	0.8032
0.4184	6.35	508	0.6432	0.6957	0.6432	0.8020
0.4184	6.375	510	0.6569	0.7113	0.6569	0.8105
0.4184	6.4	512	0.6776	0.7099	0.6776	0.8232
0.4184	6.425	514	0.6961	0.6878	0.6961	0.8343
0.4184	6.45	516	0.6868	0.7038	0.6868	0.8287
0.4184	6.475	518	0.6761	0.6957	0.6761	0.8222
0.4184	6.5	520	0.6646	0.7286	0.6646	0.8152
0.4184	6.525	522	0.6642	0.7331	0.6642	0.8150
0.4184	6.55	524	0.6652	0.7140	0.6652	0.8156
0.4184	6.575	526	0.6559	0.7415	0.6559	0.8098
0.4184	6.6	528	0.6593	0.7456	0.6593	0.8120
0.4184	6.625	530	0.6609	0.7087	0.6609	0.8129
0.4184	6.65	532	0.6829	0.6948	0.6829	0.8264
0.4184	6.675	534	0.7275	0.7016	0.7275	0.8529
0.4184	6.7	536	0.7735	0.6632	0.7735	0.8795
0.4184	6.725	538	0.7896	0.6506	0.7896	0.8886
0.4184	6.75	540	0.7781	0.6505	0.7781	0.8821
0.4184	6.775	542	0.7392	0.6850	0.7392	0.8598
0.4184	6.8	544	0.6977	0.6954	0.6977	0.8353
0.4184	6.825	546	0.6837	0.7154	0.6837	0.8269
0.4184	6.85	548	0.6726	0.7029	0.6726	0.8201
0.4184	6.875	550	0.6674	0.6893	0.6674	0.8169
0.4184	6.9	552	0.6761	0.7024	0.6761	0.8222
0.4184	6.925	554	0.6867	0.6905	0.6867	0.8287
0.4184	6.95	556	0.6812	0.6984	0.6812	0.8253
0.4184	6.975	558	0.6697	0.7035	0.6697	0.8184
0.4184	7.0	560	0.6576	0.6927	0.6576	0.8109
0.4184	7.025	562	0.6497	0.6888	0.6497	0.8060
0.4184	7.05	564	0.6509	0.6888	0.6509	0.8068
0.4184	7.075	566	0.6595	0.6979	0.6595	0.8121
0.4184	7.1	568	0.6626	0.7042	0.6626	0.8140
0.4184	7.125	570	0.6637	0.7146	0.6637	0.8147
0.4184	7.15	572	0.6731	0.7022	0.6731	0.8204
0.4184	7.175	574	0.6943	0.6611	0.6943	0.8332
0.4184	7.2	576	0.7119	0.6649	0.7119	0.8438
0.4184	7.225	578	0.7048	0.6736	0.7048	0.8395
0.4184	7.25	580	0.6868	0.6824	0.6868	0.8288
0.4184	7.275	582	0.6666	0.6875	0.6666	0.8164
0.4184	7.3	584	0.6469	0.7011	0.6469	0.8043
0.4184	7.325	586	0.6311	0.7100	0.6311	0.7944
0.4184	7.35	588	0.6248	0.7035	0.6248	0.7905
0.4184	7.375	590	0.6247	0.7035	0.6247	0.7904
0.4184	7.4	592	0.6336	0.6974	0.6336	0.7960
0.4184	7.425	594	0.6590	0.6919	0.6590	0.8118
0.4184	7.45	596	0.7029	0.6871	0.7029	0.8384
0.4184	7.475	598	0.7406	0.6344	0.7406	0.8606
0.4184	7.5	600	0.8004	0.6088	0.8004	0.8946
0.4184	7.525	602	0.8553	0.6152	0.8553	0.9248
0.4184	7.55	604	0.8658	0.6321	0.8658	0.9305
0.4184	7.575	606	0.8318	0.6191	0.8318	0.9120
0.4184	7.6	608	0.7760	0.6454	0.7760	0.8809
0.4184	7.625	610	0.7235	0.6624	0.7235	0.8506
0.4184	7.65	612	0.6886	0.6962	0.6886	0.8298
0.4184	7.675	614	0.6690	0.6919	0.6690	0.8179
0.4184	7.7	616	0.6666	0.6789	0.6666	0.8165
0.4184	7.725	618	0.6771	0.6919	0.6771	0.8228
0.4184	7.75	620	0.7046	0.7006	0.7046	0.8394
0.4184	7.775	622	0.7398	0.6698	0.7398	0.8601
0.4184	7.8	624	0.7937	0.6395	0.7937	0.8909
0.4184	7.825	626	0.8366	0.6278	0.8366	0.9147
0.4184	7.85	628	0.8525	0.6278	0.8525	0.9233
0.4184	7.875	630	0.8277	0.6278	0.8277	0.9098
0.4184	7.9	632	0.7911	0.6459	0.7911	0.8894
0.4184	7.925	634	0.7626	0.6498	0.7626	0.8733
0.4184	7.95	636	0.7325	0.6689	0.7325	0.8558
0.4184	7.975	638	0.7090	0.6847	0.7090	0.8420
0.4184	8.0	640	0.7013	0.6857	0.7013	0.8374
0.4184	8.025	642	0.6991	0.6857	0.6991	0.8362
0.4184	8.05	644	0.7052	0.6882	0.7052	0.8397
0.4184	8.075	646	0.7249	0.6835	0.7249	0.8514
0.4184	8.1	648	0.7527	0.6655	0.7527	0.8676
0.4184	8.125	650	0.7675	0.6540	0.7675	0.8761
0.4184	8.15	652	0.7740	0.6498	0.7740	0.8798
0.4184	8.175	654	0.7609	0.6533	0.7609	0.8723
0.4184	8.2	656	0.7413	0.6497	0.7413	0.8610
0.4184	8.225	658	0.7257	0.6562	0.7257	0.8519
0.4184	8.25	660	0.7161	0.6513	0.7161	0.8462
0.4184	8.275	662	0.6974	0.6703	0.6974	0.8351
0.4184	8.3	664	0.6781	0.6787	0.6781	0.8234
0.4184	8.325	666	0.6577	0.6856	0.6577	0.8110
0.4184	8.35	668	0.6483	0.6899	0.6483	0.8052
0.4184	8.375	670	0.6489	0.6899	0.6489	0.8055
0.4184	8.4	672	0.6571	0.6975	0.6571	0.8106
0.4184	8.425	674	0.6702	0.6755	0.6702	0.8186
0.4184	8.45	676	0.6869	0.6817	0.6869	0.8288
0.4184	8.475	678	0.7075	0.6733	0.7075	0.8411
0.4184	8.5	680	0.7206	0.6728	0.7206	0.8489
0.4184	8.525	682	0.7322	0.6581	0.7322	0.8557
0.4184	8.55	684	0.7457	0.6481	0.7457	0.8636
0.4184	8.575	686	0.7551	0.6383	0.7551	0.8689
0.4184	8.6	688	0.7738	0.6137	0.7738	0.8797
0.4184	8.625	690	0.7986	0.6307	0.7986	0.8936
0.4184	8.65	692	0.8308	0.6292	0.8308	0.9115
0.4184	8.675	694	0.8561	0.6235	0.8561	0.9252
0.4184	8.7	696	0.8586	0.6278	0.8586	0.9266
0.4184	8.725	698	0.8461	0.6278	0.8461	0.9198
0.4184	8.75	700	0.8232	0.6280	0.8232	0.9073
0.4184	8.775	702	0.7987	0.6409	0.7987	0.8937
0.4184	8.8	704	0.7721	0.6530	0.7721	0.8787
0.4184	8.825	706	0.7540	0.6561	0.7540	0.8683
0.4184	8.85	708	0.7404	0.6657	0.7404	0.8605
0.4184	8.875	710	0.7251	0.6642	0.7251	0.8515
0.4184	8.9	712	0.7120	0.6961	0.7120	0.8438
0.4184	8.925	714	0.7051	0.7016	0.7051	0.8397
0.4184	8.95	716	0.6997	0.7016	0.6997	0.8365
0.4184	8.975	718	0.6999	0.7016	0.6999	0.8366
0.4184	9.0	720	0.7007	0.7016	0.7007	0.8371
0.4184	9.025	722	0.7056	0.7016	0.7056	0.8400
0.4184	9.05	724	0.7144	0.6866	0.7144	0.8452
0.4184	9.075	726	0.7183	0.6635	0.7183	0.8475
0.4184	9.1	728	0.7172	0.6534	0.7172	0.8469
0.4184	9.125	730	0.7110	0.6558	0.7110	0.8432
0.4184	9.15	732	0.7006	0.6750	0.7006	0.8370
0.4184	9.175	734	0.6915	0.6847	0.6915	0.8316
0.4184	9.2	736	0.6834	0.6887	0.6834	0.8267
0.4184	9.225	738	0.6785	0.6759	0.6785	0.8237
0.4184	9.25	740	0.6768	0.6759	0.6768	0.8227
0.4184	9.275	742	0.6762	0.6824	0.6762	0.8223
0.4184	9.3	744	0.6775	0.6824	0.6775	0.8231
0.4184	9.325	746	0.6799	0.6824	0.6799	0.8245
0.4184	9.35	748	0.6818	0.6824	0.6818	0.8257
0.4184	9.375	750	0.6864	0.6727	0.6864	0.8285
0.4184	9.4	752	0.6917	0.6757	0.6917	0.8317
0.4184	9.425	754	0.6952	0.6750	0.6952	0.8338
0.4184	9.45	756	0.6977	0.6732	0.6977	0.8353
0.4184	9.475	758	0.7023	0.6641	0.7023	0.8380
0.4184	9.5	760	0.7068	0.6641	0.7068	0.8407
0.4184	9.525	762	0.7114	0.6542	0.7114	0.8434
0.4184	9.55	764	0.7161	0.6542	0.7161	0.8462
0.4184	9.575	766	0.7212	0.6607	0.7212	0.8492
0.4184	9.6	768	0.7220	0.6607	0.7220	0.8497
0.4184	9.625	770	0.7208	0.6607	0.7208	0.8490
0.4184	9.65	772	0.7204	0.6607	0.7204	0.8487
0.4184	9.675	774	0.7192	0.6607	0.7192	0.8480
0.4184	9.7	776	0.7159	0.6607	0.7159	0.8461
0.4184	9.725	778	0.7127	0.6542	0.7127	0.8442
0.4184	9.75	780	0.7114	0.6542	0.7114	0.8434
0.4184	9.775	782	0.7099	0.6641	0.7099	0.8426
0.4184	9.8	784	0.7099	0.6641	0.7099	0.8426
0.4184	9.825	786	0.7105	0.6641	0.7105	0.8429
0.4184	9.85	788	0.7109	0.6641	0.7109	0.8432
0.4184	9.875	790	0.7101	0.6687	0.7101	0.8427
0.4184	9.9	792	0.7090	0.6687	0.7090	0.8420
0.4184	9.925	794	0.7079	0.6687	0.7079	0.8414
0.4184	9.95	796	0.7071	0.6687	0.7071	0.8409
0.4184	9.975	798	0.7063	0.6687	0.7063	0.8404
0.4184	10.0	800	0.7059	0.6687	0.7059	0.8402

Framework versions

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