ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k17_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: 0.5814
• Qwk: 0.7763
• Mse: 0.5814
• Rmse: 0.7625

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	0.025	2	6.8115	0.0239	6.8115	2.6099
No log	0.05	4	4.4220	0.0905	4.4220	2.1029
No log	0.075	6	3.1936	0.0452	3.1936	1.7871
No log	0.1	8	3.1285	0.0	3.1285	1.7688
No log	0.125	10	2.7065	0.0408	2.7065	1.6451
No log	0.15	12	2.8464	0.0784	2.8464	1.6871
No log	0.175	14	2.6810	0.0800	2.6810	1.6374
No log	0.2	16	2.1656	0.1493	2.1656	1.4716
No log	0.225	18	2.0717	0.1746	2.0717	1.4393
No log	0.25	20	1.7473	0.2435	1.7473	1.3219
No log	0.275	22	1.6471	0.2456	1.6471	1.2834
No log	0.3	24	1.6511	0.2906	1.6511	1.2850
No log	0.325	26	1.5583	0.3471	1.5583	1.2483
No log	0.35	28	1.6293	0.3307	1.6293	1.2765
No log	0.375	30	1.7945	0.3636	1.7945	1.3396
No log	0.4	32	1.7527	0.3636	1.7527	1.3239
No log	0.425	34	1.5705	0.3566	1.5705	1.2532
No log	0.45	36	1.4210	0.3740	1.4210	1.1921
No log	0.475	38	1.3377	0.5039	1.3377	1.1566
No log	0.5	40	1.6027	0.3846	1.6027	1.2660
No log	0.525	42	1.9762	0.3377	1.9762	1.4058
No log	0.55	44	1.6524	0.4218	1.6524	1.2854
No log	0.575	46	1.1327	0.5865	1.1327	1.0643
No log	0.6	48	1.1183	0.5846	1.1183	1.0575
No log	0.625	50	1.2653	0.4590	1.2653	1.1249
No log	0.65	52	1.1473	0.5469	1.1473	1.0711
No log	0.675	54	1.2501	0.5271	1.2501	1.1181
No log	0.7	56	1.4312	0.4706	1.4312	1.1963
No log	0.725	58	1.3423	0.4848	1.3423	1.1586
No log	0.75	60	1.1552	0.5625	1.1552	1.0748
No log	0.775	62	1.1625	0.5082	1.1625	1.0782
No log	0.8	64	1.1696	0.5440	1.1696	1.0815
No log	0.825	66	1.0123	0.5625	1.0123	1.0062
No log	0.85	68	1.3025	0.4885	1.3025	1.1413
No log	0.875	70	2.1996	0.1854	2.1996	1.4831
No log	0.9	72	2.8510	0.1765	2.8510	1.6885
No log	0.925	74	2.9978	0.1714	2.9978	1.7314
No log	0.95	76	2.7544	0.1282	2.7544	1.6596
No log	0.975	78	2.2453	0.1974	2.2453	1.4984
No log	1.0	80	1.7597	0.3459	1.7597	1.3265
No log	1.025	82	1.5514	0.4427	1.5514	1.2455
No log	1.05	84	1.3169	0.4567	1.3169	1.1476
No log	1.075	86	1.0823	0.5271	1.0822	1.0403
No log	1.1	88	0.8676	0.6714	0.8676	0.9314
No log	1.125	90	0.8060	0.7092	0.8060	0.8978
No log	1.15	92	0.9462	0.6525	0.9462	0.9727
No log	1.175	94	0.9505	0.5797	0.9505	0.9749
No log	1.2	96	1.0414	0.5867	1.0414	1.0205
No log	1.225	98	1.0605	0.6395	1.0605	1.0298
No log	1.25	100	1.0866	0.5778	1.0866	1.0424
No log	1.275	102	0.9328	0.6061	0.9328	0.9658
No log	1.3	104	0.8632	0.6861	0.8632	0.9291
No log	1.325	106	0.8171	0.7007	0.8171	0.9040
No log	1.35	108	0.8269	0.6912	0.8269	0.9093
No log	1.375	110	0.8963	0.6912	0.8963	0.9467
No log	1.4	112	0.9817	0.6260	0.9817	0.9908
No log	1.425	114	1.0138	0.5714	1.0138	1.0069
No log	1.45	116	0.9543	0.5873	0.9543	0.9769
No log	1.475	118	1.0063	0.5649	1.0063	1.0031
No log	1.5	120	1.1928	0.5694	1.1928	1.0921
No log	1.525	122	1.3735	0.52	1.3735	1.1720
No log	1.55	124	1.1920	0.6225	1.1920	1.0918
No log	1.575	126	0.8901	0.6383	0.8901	0.9434
No log	1.6	128	0.7746	0.6667	0.7746	0.8801
No log	1.625	130	0.7427	0.7484	0.7427	0.8618
No log	1.65	132	0.7612	0.7516	0.7612	0.8724
No log	1.675	134	0.8600	0.7578	0.8600	0.9274
No log	1.7	136	0.8840	0.7545	0.8840	0.9402
No log	1.725	138	0.8025	0.7531	0.8025	0.8958
No log	1.75	140	0.7424	0.7595	0.7424	0.8616
No log	1.775	142	0.7525	0.7742	0.7525	0.8674
No log	1.8	144	0.7462	0.7632	0.7462	0.8639
No log	1.825	146	0.7452	0.7927	0.7452	0.8633
No log	1.85	148	0.9808	0.7079	0.9808	0.9904
No log	1.875	150	1.2411	0.6162	1.2411	1.1141
No log	1.9	152	1.2218	0.6011	1.2218	1.1053
No log	1.925	154	0.8841	0.7386	0.8841	0.9402
No log	1.95	156	0.7774	0.7451	0.7774	0.8817
No log	1.975	158	0.8120	0.7320	0.8120	0.9011
No log	2.0	160	0.9162	0.7059	0.9162	0.9572
No log	2.025	162	1.2928	0.6270	1.2928	1.1370
No log	2.05	164	1.6246	0.5482	1.6246	1.2746
No log	2.075	166	1.3672	0.6022	1.3672	1.1693
No log	2.1	168	0.8776	0.6988	0.8776	0.9368
No log	2.125	170	0.6808	0.7532	0.6808	0.8251
No log	2.15	172	0.6940	0.7651	0.6940	0.8331
No log	2.175	174	0.7348	0.7347	0.7348	0.8572
No log	2.2	176	0.7965	0.7133	0.7965	0.8925
No log	2.225	178	0.8057	0.6383	0.8057	0.8976
No log	2.25	180	0.8077	0.6131	0.8077	0.8987
No log	2.275	182	0.7975	0.6714	0.7975	0.8930
No log	2.3	184	0.7835	0.6087	0.7835	0.8851
No log	2.325	186	0.7730	0.7547	0.7730	0.8792
No log	2.35	188	0.7807	0.7784	0.7807	0.8836
No log	2.375	190	0.7628	0.7630	0.7628	0.8734
No log	2.4	192	0.7455	0.75	0.7455	0.8634
No log	2.425	194	0.8095	0.7308	0.8095	0.8997
No log	2.45	196	0.7675	0.7389	0.7675	0.8761
No log	2.475	198	0.7039	0.7901	0.7039	0.8390
No log	2.5	200	0.7363	0.7831	0.7363	0.8581
No log	2.525	202	0.7465	0.7607	0.7465	0.8640
No log	2.55	204	0.7035	0.8	0.7035	0.8388
No log	2.575	206	0.6546	0.7703	0.6546	0.8091
No log	2.6	208	0.6241	0.75	0.6241	0.7900
No log	2.625	210	0.5987	0.7838	0.5987	0.7738
No log	2.65	212	0.8245	0.7317	0.8245	0.9080
No log	2.675	214	1.1052	0.6706	1.1052	1.0513
No log	2.7	216	1.0114	0.6744	1.0114	1.0057
No log	2.725	218	0.6991	0.7738	0.6991	0.8361
No log	2.75	220	0.6647	0.8072	0.6647	0.8153
No log	2.775	222	0.7228	0.7805	0.7228	0.8502
No log	2.8	224	0.7469	0.7683	0.7469	0.8642
No log	2.825	226	0.7267	0.7730	0.7267	0.8525
No log	2.85	228	0.7717	0.7636	0.7717	0.8785
No log	2.875	230	0.7642	0.7636	0.7642	0.8742
No log	2.9	232	0.7113	0.7805	0.7113	0.8434
No log	2.925	234	0.6878	0.7821	0.6878	0.8293
No log	2.95	236	0.7117	0.76	0.7117	0.8436
No log	2.975	238	0.7338	0.7582	0.7338	0.8566
No log	3.0	240	0.8093	0.6624	0.8093	0.8996
No log	3.025	242	0.8877	0.6875	0.8877	0.9422
No log	3.05	244	0.8819	0.6875	0.8819	0.9391
No log	3.075	246	0.7705	0.7	0.7705	0.8778
No log	3.1	248	0.7375	0.725	0.7375	0.8588
No log	3.125	250	0.7136	0.7407	0.7136	0.8447
No log	3.15	252	0.7667	0.7531	0.7667	0.8756
No log	3.175	254	0.8901	0.6538	0.8901	0.9434
No log	3.2	256	0.8821	0.6536	0.8821	0.9392
No log	3.225	258	0.8096	0.6622	0.8096	0.8998
No log	3.25	260	0.7330	0.6846	0.7330	0.8562
No log	3.275	262	0.6964	0.7162	0.6964	0.8345
No log	3.3	264	0.6897	0.7260	0.6897	0.8305
No log	3.325	266	0.6790	0.7432	0.6790	0.8240
No log	3.35	268	0.6563	0.7550	0.6563	0.8101
No log	3.375	270	0.6435	0.7550	0.6435	0.8022
No log	3.4	272	0.6696	0.7368	0.6696	0.8183
No log	3.425	274	0.7030	0.7162	0.7030	0.8384
No log	3.45	276	0.7269	0.6939	0.7269	0.8526
No log	3.475	278	0.7334	0.7237	0.7334	0.8564
No log	3.5	280	0.7333	0.72	0.7333	0.8563
No log	3.525	282	0.7668	0.7226	0.7668	0.8757
No log	3.55	284	0.7415	0.7355	0.7415	0.8611
No log	3.575	286	0.7186	0.7595	0.7186	0.8477
No log	3.6	288	0.7658	0.7261	0.7658	0.8751
No log	3.625	290	0.8318	0.6667	0.8318	0.9120
No log	3.65	292	0.7813	0.7097	0.7813	0.8839
No log	3.675	294	0.6846	0.7532	0.6846	0.8274
No log	3.7	296	0.6430	0.7586	0.6430	0.8019
No log	3.725	298	0.6459	0.7111	0.6459	0.8037
No log	3.75	300	0.6603	0.7111	0.6603	0.8126
No log	3.775	302	0.7145	0.7068	0.7145	0.8453
No log	3.8	304	0.7295	0.7121	0.7295	0.8541
No log	3.825	306	0.6425	0.7619	0.6425	0.8016
No log	3.85	308	0.6164	0.7898	0.6164	0.7851
No log	3.875	310	0.5855	0.7949	0.5855	0.7652
No log	3.9	312	0.5639	0.7922	0.5639	0.7509
No log	3.925	314	0.5757	0.7843	0.5757	0.7588
No log	3.95	316	0.5821	0.7922	0.5821	0.7630
No log	3.975	318	0.6959	0.7805	0.6959	0.8342
No log	4.0	320	0.8453	0.7381	0.8453	0.9194
No log	4.025	322	0.7841	0.7692	0.7841	0.8855
No log	4.05	324	0.6269	0.7778	0.6269	0.7918
No log	4.075	326	0.6047	0.7922	0.6047	0.7776
No log	4.1	328	0.6891	0.7310	0.6891	0.8301
No log	4.125	330	0.7382	0.7234	0.7382	0.8592
No log	4.15	332	0.7583	0.7015	0.7583	0.8708
No log	4.175	334	0.7530	0.6763	0.7530	0.8678
No log	4.2	336	0.8159	0.6573	0.8159	0.9033
No log	4.225	338	0.9021	0.6536	0.9021	0.9498
No log	4.25	340	0.8401	0.6623	0.8401	0.9166
No log	4.275	342	0.6734	0.7550	0.6734	0.8206
No log	4.3	344	0.6437	0.7895	0.6437	0.8023
No log	4.325	346	0.7039	0.75	0.7039	0.8390
No log	4.35	348	0.7187	0.7662	0.7187	0.8478
No log	4.375	350	0.7342	0.7821	0.7342	0.8568
No log	4.4	352	0.7260	0.7215	0.7260	0.8520
No log	4.425	354	0.8077	0.7037	0.8077	0.8987
No log	4.45	356	0.7654	0.7284	0.7654	0.8749
No log	4.475	358	0.6213	0.7950	0.6213	0.7882
No log	4.5	360	0.5770	0.7895	0.5770	0.7596
No log	4.525	362	0.6101	0.76	0.6101	0.7811
No log	4.55	364	0.5812	0.7895	0.5812	0.7624
No log	4.575	366	0.5870	0.7871	0.5870	0.7662
No log	4.6	368	0.6708	0.7702	0.6708	0.8190
No log	4.625	370	0.7285	0.7389	0.7285	0.8535
No log	4.65	372	0.7205	0.7403	0.7205	0.8488
No log	4.675	374	0.7472	0.7625	0.7472	0.8644
No log	4.7	376	0.8348	0.7439	0.8348	0.9137
No log	4.725	378	0.8543	0.7160	0.8543	0.9243
No log	4.75	380	0.7488	0.7531	0.7488	0.8654
No log	4.775	382	0.6605	0.775	0.6605	0.8127
No log	4.8	384	0.6681	0.775	0.6681	0.8174
No log	4.825	386	0.6654	0.7848	0.6654	0.8157
No log	4.85	388	0.6994	0.7532	0.6994	0.8363
No log	4.875	390	0.7029	0.7582	0.7029	0.8384
No log	4.9	392	0.6585	0.7297	0.6585	0.8115
No log	4.925	394	0.6545	0.7448	0.6545	0.8090
No log	4.95	396	0.6403	0.7273	0.6403	0.8002
No log	4.975	398	0.6522	0.7448	0.6522	0.8076
No log	5.0	400	0.7534	0.6803	0.7534	0.8680
No log	5.025	402	0.8152	0.6757	0.8152	0.9029
No log	5.05	404	0.7383	0.7027	0.7383	0.8592
No log	5.075	406	0.6386	0.7483	0.6386	0.7991
No log	5.1	408	0.5859	0.7586	0.5859	0.7654
No log	5.125	410	0.5952	0.7534	0.5952	0.7715
No log	5.15	412	0.6132	0.7815	0.6132	0.7831
No log	5.175	414	0.6807	0.7949	0.6807	0.8251
No log	5.2	416	0.7012	0.8199	0.7012	0.8374
No log	5.225	418	0.6895	0.8293	0.6895	0.8303
No log	5.25	420	0.6633	0.7975	0.6633	0.8144
No log	5.275	422	0.6413	0.7975	0.6413	0.8008
No log	5.3	424	0.6020	0.8221	0.6020	0.7759
No log	5.325	426	0.6258	0.7950	0.6258	0.7911
No log	5.35	428	0.7299	0.7329	0.7299	0.8544
No log	5.375	430	0.8647	0.7089	0.8647	0.9299
No log	5.4	432	0.8273	0.6846	0.8273	0.9095
No log	5.425	434	0.7170	0.6803	0.7170	0.8468
No log	5.45	436	0.6985	0.7534	0.6985	0.8358
No log	5.475	438	0.6991	0.7568	0.6991	0.8361
No log	5.5	440	0.6608	0.7662	0.6608	0.8129
No log	5.525	442	0.6676	0.7532	0.6676	0.8170
No log	5.55	444	0.7641	0.7179	0.7641	0.8741
No log	5.575	446	0.9124	0.6667	0.9124	0.9552
No log	5.6	448	0.9384	0.6624	0.9384	0.9687
No log	5.625	450	0.8175	0.6887	0.8175	0.9042
No log	5.65	452	0.7646	0.6974	0.7646	0.8744
No log	5.675	454	0.7589	0.6974	0.7589	0.8711
No log	5.7	456	0.6956	0.7582	0.6956	0.8340
No log	5.725	458	0.6282	0.7297	0.6282	0.7926
No log	5.75	460	0.6151	0.7297	0.6151	0.7843
No log	5.775	462	0.6127	0.7297	0.6127	0.7828
No log	5.8	464	0.6274	0.7297	0.6274	0.7921
No log	5.825	466	0.6543	0.7347	0.6543	0.8089
No log	5.85	468	0.6886	0.7133	0.6886	0.8298
No log	5.875	470	0.7323	0.7133	0.7323	0.8557
No log	5.9	472	0.7553	0.6853	0.7553	0.8691
No log	5.925	474	0.7050	0.7083	0.7050	0.8396
No log	5.95	476	0.6421	0.7260	0.6421	0.8013
No log	5.975	478	0.5826	0.7619	0.5826	0.7633
No log	6.0	480	0.5720	0.7763	0.5720	0.7563
No log	6.025	482	0.6210	0.7532	0.6210	0.7880
No log	6.05	484	0.6644	0.7595	0.6644	0.8151
No log	6.075	486	0.7465	0.7261	0.7465	0.8640
No log	6.1	488	0.8257	0.6795	0.8257	0.9087
No log	6.125	490	0.8806	0.6797	0.8806	0.9384
No log	6.15	492	0.8096	0.6241	0.8096	0.8998
No log	6.175	494	0.7722	0.6471	0.7722	0.8788
No log	6.2	496	0.7847	0.6567	0.7847	0.8858
No log	6.225	498	0.8228	0.6187	0.8228	0.9071
0.3853	6.25	500	0.8035	0.6232	0.8035	0.8964
0.3853	6.275	502	0.7689	0.6377	0.7689	0.8769
0.3853	6.3	504	0.7063	0.6853	0.7063	0.8404
0.3853	6.325	506	0.6500	0.7397	0.6500	0.8063
0.3853	6.35	508	0.6250	0.7815	0.6250	0.7906
0.3853	6.375	510	0.6422	0.7949	0.6422	0.8014
0.3853	6.4	512	0.6506	0.7898	0.6506	0.8066
0.3853	6.425	514	0.6617	0.7613	0.6617	0.8135
0.3853	6.45	516	0.6396	0.7703	0.6396	0.7997
0.3853	6.475	518	0.6478	0.7568	0.6478	0.8049
0.3853	6.5	520	0.6997	0.6857	0.6997	0.8365
0.3853	6.525	522	0.6979	0.7092	0.6979	0.8354
0.3853	6.55	524	0.6859	0.7092	0.6859	0.8282
0.3853	6.575	526	0.6905	0.7101	0.6905	0.8310
0.3853	6.6	528	0.7232	0.6815	0.7232	0.8504
0.3853	6.625	530	0.7736	0.6617	0.7736	0.8796
0.3853	6.65	532	0.7234	0.6617	0.7234	0.8505
0.3853	6.675	534	0.6310	0.7164	0.6310	0.7943
0.3853	6.7	536	0.5656	0.7660	0.5656	0.7521
0.3853	6.725	538	0.5454	0.7973	0.5454	0.7385
0.3853	6.75	540	0.5348	0.7973	0.5348	0.7313
0.3853	6.775	542	0.5518	0.7234	0.5518	0.7429
0.3853	6.8	544	0.5832	0.7092	0.5832	0.7637
0.3853	6.825	546	0.5867	0.7347	0.5867	0.7659
0.3853	6.85	548	0.5489	0.7815	0.5489	0.7409
0.3853	6.875	550	0.5305	0.7895	0.5305	0.7284
0.3853	6.9	552	0.5265	0.8205	0.5265	0.7256
0.3853	6.925	554	0.5868	0.8101	0.5868	0.7660
0.3853	6.95	556	0.7108	0.7468	0.7108	0.8431
0.3853	6.975	558	0.7515	0.7143	0.7515	0.8669
0.3853	7.0	560	0.7472	0.7451	0.7472	0.8644
0.3853	7.025	562	0.7045	0.7632	0.7045	0.8394
0.3853	7.05	564	0.6876	0.7712	0.6876	0.8292
0.3853	7.075	566	0.7521	0.6887	0.7521	0.8672
0.3853	7.1	568	0.9065	0.6667	0.9065	0.9521
0.3853	7.125	570	0.9487	0.6329	0.9487	0.9740
0.3853	7.15	572	0.8348	0.6667	0.8348	0.9137
0.3853	7.175	574	0.7106	0.6944	0.7106	0.8430
0.3853	7.2	576	0.6632	0.7194	0.6632	0.8144
0.3853	7.225	578	0.6834	0.6970	0.6834	0.8267
0.3853	7.25	580	0.7039	0.7015	0.7039	0.8390
0.3853	7.275	582	0.7539	0.6519	0.7539	0.8683
0.3853	7.3	584	0.8394	0.6286	0.8394	0.9162
0.3853	7.325	586	0.8406	0.6483	0.8406	0.9168
0.3853	7.35	588	0.7502	0.6849	0.7502	0.8661
0.3853	7.375	590	0.6267	0.7413	0.6267	0.7916
0.3853	7.4	592	0.5710	0.7606	0.5710	0.7556
0.3853	7.425	594	0.5740	0.7376	0.5740	0.7577
0.3853	7.45	596	0.5541	0.7671	0.5541	0.7444
0.3853	7.475	598	0.5140	0.8077	0.5140	0.7170
0.3853	7.5	600	0.5085	0.8176	0.5085	0.7131
0.3853	7.525	602	0.5231	0.8323	0.5231	0.7233
0.3853	7.55	604	0.5567	0.8148	0.5567	0.7461
0.3853	7.575	606	0.6300	0.8221	0.6300	0.7937
0.3853	7.6	608	0.6746	0.7875	0.6746	0.8213
0.3853	7.625	610	0.6927	0.7722	0.6927	0.8323
0.3853	7.65	612	0.7076	0.7595	0.7076	0.8412
0.3853	7.675	614	0.7107	0.7375	0.7107	0.8430
0.3853	7.7	616	0.6803	0.7607	0.6803	0.8248
0.3853	7.725	618	0.6343	0.7975	0.6343	0.7964
0.3853	7.75	620	0.6490	0.7692	0.6490	0.8056
0.3853	7.775	622	0.6449	0.7517	0.6449	0.8030
0.3853	7.8	624	0.6458	0.76	0.6458	0.8036
0.3853	7.825	626	0.6399	0.7815	0.6399	0.7999
0.3853	7.85	628	0.6132	0.7843	0.6132	0.7831
0.3853	7.875	630	0.5976	0.7843	0.5976	0.7730
0.3853	7.9	632	0.6277	0.7742	0.6277	0.7923
0.3853	7.925	634	0.6384	0.7547	0.6384	0.7990
0.3853	7.95	636	0.6072	0.7632	0.6072	0.7792
0.3853	7.975	638	0.6030	0.7815	0.6030	0.7765
0.3853	8.0	640	0.6380	0.7733	0.6380	0.7987
0.3853	8.025	642	0.7105	0.7467	0.7105	0.8429
0.3853	8.05	644	0.7859	0.6712	0.7859	0.8865
0.3853	8.075	646	0.8798	0.6531	0.8798	0.9380
0.3853	8.1	648	0.9059	0.6752	0.9059	0.9518
0.3853	8.125	650	0.9364	0.6667	0.9364	0.9677
0.3853	8.15	652	0.8226	0.6871	0.8226	0.9070
0.3853	8.175	654	0.6912	0.7976	0.6912	0.8314
0.3853	8.2	656	0.6082	0.8075	0.6082	0.7799
0.3853	8.225	658	0.5847	0.7895	0.5847	0.7647
0.3853	8.25	660	0.5990	0.7895	0.5990	0.7740
0.3853	8.275	662	0.6318	0.7792	0.6318	0.7949
0.3853	8.3	664	0.6752	0.7484	0.6752	0.8217
0.3853	8.325	666	0.7031	0.7273	0.7031	0.8385
0.3853	8.35	668	0.7572	0.7105	0.7572	0.8702
0.3853	8.375	670	0.7686	0.6980	0.7686	0.8767
0.3853	8.4	672	0.7500	0.7067	0.7500	0.8660
0.3853	8.425	674	0.6685	0.7368	0.6685	0.8176
0.3853	8.45	676	0.6015	0.7895	0.6015	0.7756
0.3853	8.475	678	0.5804	0.7895	0.5804	0.7619
0.3853	8.5	680	0.5578	0.7922	0.5578	0.7468
0.3853	8.525	682	0.5550	0.8025	0.5550	0.7450
0.3853	8.55	684	0.5503	0.8025	0.5503	0.7418
0.3853	8.575	686	0.5493	0.8077	0.5493	0.7411
0.3853	8.6	688	0.5597	0.8	0.5597	0.7481
0.3853	8.625	690	0.5806	0.8079	0.5806	0.7620
0.3853	8.65	692	0.6117	0.7755	0.6117	0.7821
0.3853	8.675	694	0.6198	0.7755	0.6198	0.7873
0.3853	8.7	696	0.6281	0.7838	0.6281	0.7925
0.3853	8.725	698	0.6707	0.7211	0.6707	0.8190
0.3853	8.75	700	0.7139	0.6806	0.7139	0.8449
0.3853	8.775	702	0.7437	0.6573	0.7437	0.8624
0.3853	8.8	704	0.7856	0.6887	0.7856	0.8863
0.3853	8.825	706	0.8321	0.6928	0.8321	0.9122
0.3853	8.85	708	0.8432	0.6879	0.8432	0.9183
0.3853	8.875	710	0.7793	0.7044	0.7793	0.8828
0.3853	8.9	712	0.7740	0.7	0.7740	0.8798
0.3853	8.925	714	0.7846	0.7195	0.7846	0.8858
0.3853	8.95	716	0.8370	0.6914	0.8370	0.9149
0.3853	8.975	718	0.9399	0.675	0.9399	0.9695
0.3853	9.0	720	1.0536	0.6875	1.0536	1.0264
0.3853	9.025	722	0.9966	0.6832	0.9966	0.9983
0.3853	9.05	724	0.8147	0.6795	0.8147	0.9026
0.3853	9.075	726	0.6746	0.7595	0.6746	0.8214
0.3853	9.1	728	0.5776	0.7922	0.5776	0.7600
0.3853	9.125	730	0.5339	0.7792	0.5339	0.7307
0.3853	9.15	732	0.5431	0.7682	0.5431	0.7370
0.3853	9.175	734	0.5593	0.7733	0.5593	0.7478
0.3853	9.2	736	0.5770	0.7733	0.5770	0.7596
0.3853	9.225	738	0.5948	0.7383	0.5948	0.7712
0.3853	9.25	740	0.6156	0.7383	0.6156	0.7846
0.3853	9.275	742	0.6393	0.7383	0.6393	0.7996
0.3853	9.3	744	0.6702	0.7517	0.6702	0.8187
0.3853	9.325	746	0.7001	0.76	0.7001	0.8367
0.3853	9.35	748	0.6894	0.7792	0.6894	0.8303
0.3853	9.375	750	0.6657	0.8077	0.6657	0.8159
0.3853	9.4	752	0.6590	0.8148	0.6590	0.8118
0.3853	9.425	754	0.7017	0.8	0.7017	0.8377
0.3853	9.45	756	0.7311	0.7598	0.7311	0.8551
0.3853	9.475	758	0.7210	0.7598	0.7210	0.8491
0.3853	9.5	760	0.6673	0.8	0.6673	0.8169
0.3853	9.525	762	0.6091	0.8214	0.6091	0.7804
0.3853	9.55	764	0.5774	0.8263	0.5774	0.7598
0.3853	9.575	766	0.5915	0.8263	0.5915	0.7691
0.3853	9.6	768	0.6045	0.8125	0.6045	0.7775
0.3853	9.625	770	0.5768	0.8101	0.5768	0.7595
0.3853	9.65	772	0.5953	0.7947	0.5953	0.7715
0.3853	9.675	774	0.6203	0.7703	0.6203	0.7876
0.3853	9.7	776	0.6461	0.7448	0.6461	0.8038
0.3853	9.725	778	0.6358	0.7534	0.6358	0.7974
0.3853	9.75	780	0.6034	0.7703	0.6034	0.7768
0.3853	9.775	782	0.5869	0.7534	0.5869	0.7661
0.3853	9.8	784	0.5738	0.7671	0.5738	0.7575
0.3853	9.825	786	0.5519	0.7815	0.5519	0.7429
0.3853	9.85	788	0.5571	0.7792	0.5571	0.7464
0.3853	9.875	790	0.5455	0.8077	0.5455	0.7386
0.3853	9.9	792	0.5235	0.8129	0.5235	0.7235
0.3853	9.925	794	0.5456	0.7922	0.5456	0.7387
0.3853	9.95	796	0.5796	0.7552	0.5796	0.7613
0.3853	9.975	798	0.5748	0.7518	0.5748	0.7582
0.3853	10.0	800	0.6003	0.7639	0.6003	0.7748
0.3853	10.025	802	0.6940	0.7347	0.6940	0.8331
0.3853	10.05	804	0.7630	0.7260	0.7630	0.8735
0.3853	10.075	806	0.7245	0.7172	0.7245	0.8512
0.3853	10.1	808	0.6380	0.7324	0.6380	0.7987
0.3853	10.125	810	0.6203	0.6917	0.6203	0.7876
0.3853	10.15	812	0.6874	0.6912	0.6874	0.8291
0.3853	10.175	814	0.6792	0.7042	0.6792	0.8241
0.3853	10.2	816	0.6229	0.7703	0.6229	0.7893
0.3853	10.225	818	0.6057	0.7838	0.6057	0.7783
0.3853	10.25	820	0.6039	0.7651	0.6039	0.7771
0.3853	10.275	822	0.6366	0.7347	0.6366	0.7979
0.3853	10.3	824	0.6615	0.6944	0.6615	0.8133
0.3853	10.325	826	0.6659	0.6944	0.6659	0.8160
0.3853	10.35	828	0.6869	0.6944	0.6869	0.8288
0.3853	10.375	830	0.6875	0.6944	0.6875	0.8292
0.3853	10.4	832	0.6694	0.7172	0.6694	0.8182
0.3853	10.425	834	0.7212	0.7467	0.7212	0.8492
0.3853	10.45	836	0.8787	0.6835	0.8787	0.9374
0.3853	10.475	838	1.0456	0.6667	1.0456	1.0225
0.3853	10.5	840	1.1520	0.6242	1.1520	1.0733
0.3853	10.525	842	1.0448	0.6667	1.0448	1.0222
0.3853	10.55	844	0.9143	0.6623	0.9143	0.9562
0.3853	10.575	846	0.7521	0.72	0.7521	0.8672
0.3853	10.6	848	0.6171	0.7550	0.6171	0.7855
0.3853	10.625	850	0.5637	0.8	0.5637	0.7508
0.3853	10.65	852	0.5602	0.8101	0.5602	0.7484
0.3853	10.675	854	0.5706	0.7895	0.5706	0.7554
0.3853	10.7	856	0.5738	0.7895	0.5738	0.7575
0.3853	10.725	858	0.5726	0.7815	0.5726	0.7567
0.3853	10.75	860	0.5852	0.7815	0.5852	0.7650
0.3853	10.775	862	0.5914	0.7815	0.5914	0.7690
0.3853	10.8	864	0.5887	0.7815	0.5887	0.7673
0.3853	10.825	866	0.5686	0.7895	0.5686	0.7541
0.3853	10.85	868	0.5553	0.7815	0.5553	0.7452
0.3853	10.875	870	0.5388	0.7815	0.5388	0.7340
0.3853	10.9	872	0.5491	0.7755	0.5491	0.7410
0.3853	10.925	874	0.5972	0.7007	0.5972	0.7728
0.3853	10.95	876	0.5660	0.7724	0.5660	0.7523
0.3853	10.975	878	0.5051	0.7703	0.5051	0.7107
0.3853	11.0	880	0.5264	0.7843	0.5264	0.7255
0.3853	11.025	882	0.5951	0.7632	0.5951	0.7714
0.3853	11.05	884	0.6225	0.7467	0.6225	0.7890
0.3853	11.075	886	0.5884	0.7815	0.5884	0.7670
0.3853	11.1	888	0.5805	0.7586	0.5805	0.7619
0.3853	11.125	890	0.5808	0.7586	0.5808	0.7621
0.3853	11.15	892	0.5779	0.7586	0.5779	0.7602
0.3853	11.175	894	0.5707	0.7733	0.5707	0.7555
0.3853	11.2	896	0.6019	0.7517	0.6019	0.7759
0.3853	11.225	898	0.6857	0.7673	0.6856	0.8280
0.3853	11.25	900	0.6771	0.7673	0.6771	0.8228
0.3853	11.275	902	0.6132	0.775	0.6132	0.7831
0.3853	11.3	904	0.5708	0.7922	0.5708	0.7555
0.3853	11.325	906	0.5919	0.8205	0.5919	0.7693
0.3853	11.35	908	0.6321	0.7517	0.6321	0.7950
0.3853	11.375	910	0.7118	0.7432	0.7118	0.8437
0.3853	11.4	912	0.8561	0.6923	0.8561	0.9252
0.3853	11.425	914	0.8904	0.6879	0.8904	0.9436
0.3853	11.45	916	0.8658	0.6879	0.8658	0.9305
0.3853	11.475	918	0.7347	0.725	0.7347	0.8572
0.3853	11.5	920	0.5721	0.8025	0.5721	0.7564
0.3853	11.525	922	0.5299	0.7922	0.5299	0.7280
0.3853	11.55	924	0.5279	0.7922	0.5279	0.7266
0.3853	11.575	926	0.5500	0.8	0.5500	0.7416
0.3853	11.6	928	0.5933	0.8171	0.5933	0.7703
0.3853	11.625	930	0.6217	0.8171	0.6217	0.7885
0.3853	11.65	932	0.6306	0.8025	0.6306	0.7941
0.3853	11.675	934	0.6436	0.7949	0.6436	0.8023
0.3853	11.7	936	0.6335	0.8	0.6335	0.7959
0.3853	11.725	938	0.6216	0.8025	0.6216	0.7884
0.3853	11.75	940	0.6230	0.8344	0.6230	0.7893
0.3853	11.775	942	0.6478	0.7879	0.6478	0.8049
0.3853	11.8	944	0.6667	0.7683	0.6667	0.8165
0.3853	11.825	946	0.6446	0.7702	0.6446	0.8029
0.3853	11.85	948	0.5706	0.7871	0.5706	0.7554
0.3853	11.875	950	0.5482	0.7815	0.5482	0.7404
0.3853	11.9	952	0.5740	0.7703	0.5740	0.7576
0.3853	11.925	954	0.6102	0.7692	0.6102	0.7812
0.3853	11.95	956	0.6476	0.7429	0.6476	0.8047
0.3853	11.975	958	0.6930	0.7143	0.6930	0.8325
0.3853	12.0	960	0.6935	0.7050	0.6935	0.8328
0.3853	12.025	962	0.6744	0.7143	0.6744	0.8212
0.3853	12.05	964	0.6373	0.7234	0.6373	0.7983
0.3853	12.075	966	0.5776	0.7432	0.5776	0.7600
0.3853	12.1	968	0.5128	0.8153	0.5128	0.7161
0.3853	12.125	970	0.4955	0.8302	0.4955	0.7039
0.3853	12.15	972	0.4986	0.825	0.4986	0.7061
0.3853	12.175	974	0.5269	0.8344	0.5269	0.7259
0.3853	12.2	976	0.5667	0.8242	0.5667	0.7528
0.3853	12.225	978	0.6344	0.8075	0.6344	0.7965
0.3853	12.25	980	0.6887	0.7625	0.6887	0.8299
0.3853	12.275	982	0.6862	0.7625	0.6862	0.8284
0.3853	12.3	984	0.6438	0.7848	0.6438	0.8024
0.3853	12.325	986	0.6093	0.7742	0.6093	0.7806
0.3853	12.35	988	0.5921	0.8153	0.5921	0.7695
0.3853	12.375	990	0.6005	0.7848	0.6005	0.7749
0.3853	12.4	992	0.5926	0.7799	0.5926	0.7698
0.3853	12.425	994	0.5602	0.8199	0.5602	0.7484
0.3853	12.45	996	0.5256	0.7975	0.5256	0.7250
0.3853	12.475	998	0.5166	0.8077	0.5166	0.7187
0.079	12.5	1000	0.5172	0.7974	0.5172	0.7192
0.079	12.525	1002	0.5279	0.7895	0.5279	0.7265
0.079	12.55	1004	0.5406	0.7974	0.5406	0.7352
0.079	12.575	1006	0.5414	0.8	0.5414	0.7358
0.079	12.6	1008	0.5837	0.8050	0.5837	0.7640
0.079	12.625	1010	0.6557	0.7848	0.6557	0.8098
0.079	12.65	1012	0.7085	0.7484	0.7085	0.8417
0.079	12.675	1014	0.7164	0.7320	0.7164	0.8464
0.079	12.7	1016	0.6640	0.7417	0.6640	0.8149
0.079	12.725	1018	0.5814	0.7763	0.5814	0.7625

Framework versions

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