ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_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: 0.7471
• Qwk: 0.7023
• Mse: 0.7471
• Rmse: 0.8643

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	0.0235	2	7.0314	0.0118	7.0314	2.6517
No log	0.0471	4	4.7394	0.0981	4.7394	2.1770
No log	0.0706	6	3.3885	0.0222	3.3885	1.8408
No log	0.0941	8	2.9468	0.0654	2.9468	1.7166
No log	0.1176	10	3.8600	-0.0524	3.8600	1.9647
No log	0.1412	12	3.6822	0.0105	3.6822	1.9189
No log	0.1647	14	2.2405	0.1630	2.2405	1.4968
No log	0.1882	16	1.8078	0.3130	1.8078	1.3446
No log	0.2118	18	1.9225	0.2182	1.9225	1.3865
No log	0.2353	20	1.9842	0.1964	1.9842	1.4086
No log	0.2588	22	2.0685	0.1626	2.0685	1.4382
No log	0.2824	24	2.0098	0.1789	2.0098	1.4177
No log	0.3059	26	2.0630	0.1562	2.0630	1.4363
No log	0.3294	28	1.8378	0.3089	1.8378	1.3556
No log	0.3529	30	1.7322	0.2314	1.7322	1.3161
No log	0.3765	32	1.6671	0.2857	1.6671	1.2912
No log	0.4	34	1.7067	0.3810	1.7067	1.3064
No log	0.4235	36	2.1197	0.2464	2.1197	1.4559
No log	0.4471	38	2.0824	0.2464	2.0824	1.4430
No log	0.4706	40	1.6853	0.3465	1.6853	1.2982
No log	0.4941	42	1.4002	0.3220	1.4002	1.1833
No log	0.5176	44	1.3654	0.2807	1.3654	1.1685
No log	0.5412	46	1.3367	0.3036	1.3367	1.1562
No log	0.5647	48	1.3295	0.3103	1.3295	1.1531
No log	0.5882	50	1.3482	0.3833	1.3482	1.1611
No log	0.6118	52	1.3523	0.4132	1.3523	1.1629
No log	0.6353	54	1.3706	0.4228	1.3706	1.1707
No log	0.6588	56	1.6018	0.4	1.6018	1.2656
No log	0.6824	58	1.7317	0.3284	1.7317	1.3159
No log	0.7059	60	1.6287	0.3759	1.6287	1.2762
No log	0.7294	62	1.3157	0.4769	1.3157	1.1470
No log	0.7529	64	1.2552	0.4754	1.2552	1.1204
No log	0.7765	66	1.3391	0.4202	1.3391	1.1572
No log	0.8	68	1.1898	0.4628	1.1898	1.0908
No log	0.8235	70	1.1369	0.5440	1.1369	1.0663
No log	0.8471	72	1.4889	0.4427	1.4889	1.2202
No log	0.8706	74	2.1408	0.2083	2.1408	1.4631
No log	0.8941	76	2.2344	0.2162	2.2344	1.4948
No log	0.9176	78	1.9152	0.3143	1.9152	1.3839
No log	0.9412	80	1.5257	0.4341	1.5257	1.2352
No log	0.9647	82	1.2594	0.4961	1.2594	1.1222
No log	0.9882	84	1.2755	0.5588	1.2755	1.1294
No log	1.0118	86	1.1837	0.5547	1.1837	1.0880
No log	1.0353	88	1.0343	0.6061	1.0343	1.0170
No log	1.0588	90	1.0378	0.6061	1.0378	1.0187
No log	1.0824	92	1.0150	0.5846	1.0150	1.0075
No log	1.1059	94	1.0470	0.5512	1.0470	1.0232
No log	1.1294	96	1.1442	0.5366	1.1442	1.0697
No log	1.1529	98	1.0102	0.5714	1.0102	1.0051
No log	1.1765	100	1.0180	0.6094	1.0180	1.0089
No log	1.2	102	0.9538	0.6202	0.9538	0.9766
No log	1.2235	104	0.9673	0.6357	0.9673	0.9835
No log	1.2471	106	0.8915	0.6718	0.8915	0.9442
No log	1.2706	108	0.8403	0.5469	0.8403	0.9167
No log	1.2941	110	0.8982	0.5926	0.8982	0.9477
No log	1.3176	112	0.8542	0.6277	0.8542	0.9242
No log	1.3412	114	0.8185	0.6567	0.8185	0.9047
No log	1.3647	116	0.8896	0.6718	0.8896	0.9432
No log	1.3882	118	0.8515	0.6667	0.8515	0.9228
No log	1.4118	120	0.8098	0.6377	0.8098	0.8999
No log	1.4353	122	1.0265	0.5986	1.0265	1.0132
No log	1.4588	124	1.1077	0.5772	1.1077	1.0525
No log	1.4824	126	0.9286	0.6087	0.9286	0.9636
No log	1.5059	128	0.9049	0.6519	0.9049	0.9513
No log	1.5294	130	1.1073	0.5692	1.1073	1.0523
No log	1.5529	132	1.3109	0.48	1.3109	1.1449
No log	1.5765	134	1.1888	0.5385	1.1888	1.0903
No log	1.6	136	1.1014	0.5507	1.1014	1.0495
No log	1.6235	138	1.2430	0.6144	1.2430	1.1149
No log	1.6471	140	1.1545	0.6144	1.1545	1.0745
No log	1.6706	142	0.8550	0.6803	0.8550	0.9247
No log	1.6941	144	0.7373	0.6993	0.7373	0.8587
No log	1.7176	146	0.6543	0.7183	0.6543	0.8089
No log	1.7412	148	0.6428	0.7682	0.6428	0.8017
No log	1.7647	150	0.6727	0.7733	0.6727	0.8202
No log	1.7882	152	0.8583	0.6345	0.8583	0.9265
No log	1.8118	154	0.8861	0.6389	0.8861	0.9413
No log	1.8353	156	0.7643	0.6269	0.7643	0.8743
No log	1.8588	158	0.7468	0.6912	0.7468	0.8642
No log	1.8824	160	0.7939	0.7111	0.7939	0.8910
No log	1.9059	162	0.7612	0.7059	0.7612	0.8724
No log	1.9294	164	0.7668	0.7059	0.7668	0.8757
No log	1.9529	166	0.7634	0.7059	0.7634	0.8737
No log	1.9765	168	0.7709	0.6963	0.7709	0.8780
No log	2.0	170	0.7588	0.7015	0.7588	0.8711
No log	2.0235	172	0.7491	0.6917	0.7491	0.8655
No log	2.0471	174	0.8015	0.6294	0.8015	0.8953
No log	2.0706	176	0.8458	0.6154	0.8458	0.9197
No log	2.0941	178	0.7547	0.7285	0.7547	0.8687
No log	2.1176	180	0.6971	0.7308	0.6971	0.8349
No log	2.1412	182	0.7088	0.7468	0.7088	0.8419
No log	2.1647	184	0.7490	0.7407	0.7490	0.8655
No log	2.1882	186	0.6306	0.7826	0.6306	0.7941
No log	2.2118	188	0.5544	0.7843	0.5544	0.7446
No log	2.2353	190	0.5466	0.8	0.5466	0.7393
No log	2.2588	192	0.5778	0.7943	0.5778	0.7602
No log	2.2824	194	0.6251	0.8	0.6251	0.7906
No log	2.3059	196	0.6102	0.7714	0.6102	0.7811
No log	2.3294	198	0.6840	0.7429	0.6840	0.8271
No log	2.3529	200	0.7767	0.6618	0.7767	0.8813
No log	2.3765	202	0.8260	0.6519	0.8260	0.9088
No log	2.4	204	0.8370	0.5846	0.8370	0.9149
No log	2.4235	206	0.9404	0.6260	0.9404	0.9698
No log	2.4471	208	1.0683	0.6074	1.0683	1.0336
No log	2.4706	210	1.0441	0.6331	1.0441	1.0218
No log	2.4941	212	0.7713	0.6620	0.7713	0.8783
No log	2.5176	214	0.6549	0.7338	0.6549	0.8092
No log	2.5412	216	0.7737	0.7246	0.7737	0.8796
No log	2.5647	218	0.7439	0.7445	0.7439	0.8625
No log	2.5882	220	0.6816	0.7714	0.6816	0.8256
No log	2.6118	222	0.6660	0.7606	0.6660	0.8161
No log	2.6353	224	0.6421	0.7606	0.6421	0.8013
No log	2.6588	226	0.6299	0.7571	0.6299	0.7937
No log	2.6824	228	0.6383	0.7737	0.6383	0.7989
No log	2.7059	230	0.6518	0.7626	0.6518	0.8073
No log	2.7294	232	0.5954	0.7919	0.5954	0.7716
No log	2.7529	234	0.6308	0.75	0.6308	0.7942
No log	2.7765	236	0.7196	0.7362	0.7196	0.8483
No log	2.8	238	0.6472	0.7738	0.6472	0.8045
No log	2.8235	240	0.5434	0.8075	0.5434	0.7372
No log	2.8471	242	0.5521	0.7534	0.5521	0.7431
No log	2.8706	244	0.5689	0.7586	0.5689	0.7542
No log	2.8941	246	0.6134	0.7448	0.6134	0.7832
No log	2.9176	248	0.7637	0.6939	0.7637	0.8739
No log	2.9412	250	0.8266	0.6621	0.8266	0.9092
No log	2.9647	252	0.7750	0.6853	0.7750	0.8803
No log	2.9882	254	0.7081	0.7194	0.7081	0.8415
No log	3.0118	256	0.6658	0.7429	0.6658	0.8159
No log	3.0353	258	0.6627	0.7632	0.6627	0.8140
No log	3.0588	260	0.7861	0.7027	0.7861	0.8866
No log	3.0824	262	0.8693	0.6667	0.8693	0.9324
No log	3.1059	264	0.8447	0.6962	0.8447	0.9191
No log	3.1294	266	0.7547	0.76	0.7547	0.8688
No log	3.1529	268	0.7511	0.7763	0.7511	0.8667
No log	3.1765	270	0.7411	0.76	0.7411	0.8609
No log	3.2	272	0.7470	0.7338	0.7470	0.8643
No log	3.2235	274	0.7854	0.7482	0.7854	0.8862
No log	3.2471	276	0.7636	0.7101	0.7636	0.8739
No log	3.2706	278	0.7759	0.7050	0.7759	0.8808
No log	3.2941	280	0.7727	0.7273	0.7727	0.8790
No log	3.3176	282	0.7086	0.7324	0.7086	0.8418
No log	3.3412	284	0.6374	0.7518	0.6374	0.7984
No log	3.3647	286	0.6178	0.7639	0.6178	0.7860
No log	3.3882	288	0.6270	0.7724	0.6270	0.7918
No log	3.4118	290	0.6655	0.7518	0.6655	0.8158
No log	3.4353	292	0.7305	0.7286	0.7305	0.8547
No log	3.4588	294	0.7508	0.7101	0.7508	0.8665
No log	3.4824	296	0.7965	0.6812	0.7965	0.8925
No log	3.5059	298	0.8511	0.6571	0.8511	0.9226
No log	3.5294	300	0.7663	0.7	0.7663	0.8754
No log	3.5529	302	0.6312	0.7571	0.6312	0.7945
No log	3.5765	304	0.6220	0.7536	0.6220	0.7887
No log	3.6	306	0.6584	0.7259	0.6584	0.8114
No log	3.6235	308	0.6772	0.7121	0.6772	0.8229
No log	3.6471	310	0.6926	0.7391	0.6926	0.8322
No log	3.6706	312	0.7617	0.7015	0.7617	0.8727
No log	3.6941	314	0.8401	0.6718	0.8401	0.9166
No log	3.7176	316	0.8706	0.6364	0.8706	0.9330
No log	3.7412	318	0.8456	0.6260	0.8456	0.9196
No log	3.7647	320	0.7858	0.7324	0.7858	0.8864
No log	3.7882	322	0.7151	0.7246	0.7151	0.8457
No log	3.8118	324	0.7409	0.7023	0.7409	0.8608
No log	3.8353	326	0.7238	0.6970	0.7238	0.8508
No log	3.8588	328	0.7246	0.6870	0.7246	0.8512
No log	3.8824	330	0.7731	0.6923	0.7731	0.8793
No log	3.9059	332	0.8096	0.6562	0.8096	0.8998
No log	3.9294	334	0.9239	0.5588	0.9239	0.9612
No log	3.9529	336	1.0388	0.5547	1.0388	1.0192
No log	3.9765	338	1.0096	0.5522	1.0096	1.0048
No log	4.0	340	0.8886	0.5760	0.8886	0.9427
No log	4.0235	342	0.8666	0.6299	0.8666	0.9309
No log	4.0471	344	0.8230	0.6406	0.8230	0.9072
No log	4.0706	346	0.7607	0.6667	0.7607	0.8722
No log	4.0941	348	0.7114	0.7445	0.7114	0.8434
No log	4.1176	350	0.6899	0.7591	0.6899	0.8306
No log	4.1412	352	0.6866	0.7153	0.6866	0.8286
No log	4.1647	354	0.7330	0.7042	0.7330	0.8562
No log	4.1882	356	0.7468	0.7007	0.7468	0.8642
No log	4.2118	358	0.7488	0.7164	0.7488	0.8653
No log	4.2353	360	0.7315	0.7218	0.7315	0.8553
No log	4.2588	362	0.6861	0.7153	0.6861	0.8283
No log	4.2824	364	0.6597	0.7429	0.6597	0.8122
No log	4.3059	366	0.7036	0.7260	0.7036	0.8388
No log	4.3294	368	0.7959	0.6525	0.7959	0.8921
No log	4.3529	370	0.7750	0.6857	0.7750	0.8803
No log	4.3765	372	0.7394	0.7391	0.7394	0.8599
No log	4.4	374	0.7253	0.7338	0.7253	0.8516
No log	4.4235	376	0.7183	0.7310	0.7183	0.8475
No log	4.4471	378	0.7231	0.7222	0.7231	0.8504
No log	4.4706	380	0.7008	0.7222	0.7008	0.8371
No log	4.4941	382	0.7029	0.7465	0.7029	0.8384
No log	4.5176	384	0.6484	0.7606	0.6484	0.8052
No log	4.5412	386	0.6424	0.7353	0.6424	0.8015
No log	4.5647	388	0.6551	0.7218	0.6551	0.8094
No log	4.5882	390	0.6690	0.7273	0.6690	0.8179
No log	4.6118	392	0.6714	0.7273	0.6714	0.8194
No log	4.6353	394	0.6710	0.7647	0.6710	0.8191
No log	4.6588	396	0.7000	0.7681	0.7000	0.8367
No log	4.6824	398	0.7323	0.7591	0.7323	0.8558
No log	4.7059	400	0.7124	0.7385	0.7124	0.8440
No log	4.7294	402	0.6877	0.7231	0.6877	0.8293
No log	4.7529	404	0.6501	0.75	0.6501	0.8063
No log	4.7765	406	0.6516	0.7626	0.6516	0.8072
No log	4.8	408	0.7483	0.7246	0.7483	0.8651
No log	4.8235	410	0.9247	0.5909	0.9247	0.9616
No log	4.8471	412	0.9672	0.5649	0.9672	0.9835
No log	4.8706	414	0.8486	0.5692	0.8486	0.9212
No log	4.8941	416	0.7573	0.7206	0.7573	0.8702
No log	4.9176	418	0.7473	0.7353	0.7473	0.8645
No log	4.9412	420	0.7321	0.7445	0.7321	0.8556
No log	4.9647	422	0.7282	0.7445	0.7282	0.8534
No log	4.9882	424	0.7301	0.7	0.7301	0.8545
No log	5.0118	426	0.7228	0.7083	0.7228	0.8502
No log	5.0353	428	0.6652	0.7571	0.6652	0.8156
No log	5.0588	430	0.6495	0.7445	0.6495	0.8059
No log	5.0824	432	0.6750	0.7445	0.6750	0.8216
No log	5.1059	434	0.7054	0.7353	0.7054	0.8399
No log	5.1294	436	0.7216	0.7482	0.7216	0.8494
No log	5.1529	438	0.7088	0.7391	0.7088	0.8419
No log	5.1765	440	0.7174	0.7536	0.7174	0.8470
No log	5.2	442	0.6744	0.7746	0.6744	0.8212
No log	5.2235	444	0.6361	0.7914	0.6361	0.7975
No log	5.2471	446	0.6384	0.7857	0.6384	0.7990
No log	5.2706	448	0.6634	0.75	0.6634	0.8145
No log	5.2941	450	0.7426	0.6711	0.7426	0.8618
No log	5.3176	452	0.8392	0.6395	0.8392	0.9161
No log	5.3412	454	0.7811	0.6531	0.7811	0.8838
No log	5.3647	456	0.7263	0.7368	0.7263	0.8522
No log	5.3882	458	0.6758	0.7347	0.6758	0.8221
No log	5.4118	460	0.6331	0.7887	0.6331	0.7956
No log	5.4353	462	0.6256	0.7794	0.6256	0.7910
No log	5.4588	464	0.6001	0.7883	0.6001	0.7747
No log	5.4824	466	0.5554	0.7887	0.5554	0.7453
No log	5.5059	468	0.5458	0.7862	0.5458	0.7388
No log	5.5294	470	0.5707	0.7943	0.5707	0.7555
No log	5.5529	472	0.6401	0.7801	0.6401	0.8001
No log	5.5765	474	0.7433	0.7164	0.7433	0.8622
No log	5.6	476	0.6860	0.7218	0.6860	0.8283
No log	5.6235	478	0.6419	0.75	0.6419	0.8012
No log	5.6471	480	0.6715	0.7338	0.6715	0.8194
No log	5.6706	482	0.7588	0.6119	0.7588	0.8711
No log	5.6941	484	0.7925	0.6119	0.7925	0.8902
No log	5.7176	486	0.7648	0.6515	0.7648	0.8745
No log	5.7412	488	0.7759	0.6614	0.7759	0.8809
No log	5.7647	490	0.8042	0.6349	0.8042	0.8968
No log	5.7882	492	0.7965	0.6614	0.7965	0.8925
No log	5.8118	494	0.8208	0.5873	0.8208	0.9060
No log	5.8353	496	1.0141	0.5714	1.0141	1.0070
No log	5.8588	498	1.1450	0.5755	1.1450	1.0700
0.4044	5.8824	500	1.1028	0.5693	1.1028	1.0501
0.4044	5.9059	502	0.9263	0.5692	0.9263	0.9624
0.4044	5.9294	504	0.7975	0.6667	0.7975	0.8930
0.4044	5.9529	506	0.7460	0.6970	0.7460	0.8637
0.4044	5.9765	508	0.7193	0.6970	0.7193	0.8481
0.4044	6.0	510	0.6773	0.6912	0.6773	0.8230
0.4044	6.0235	512	0.6524	0.7246	0.6524	0.8077
0.4044	6.0471	514	0.6800	0.7413	0.6800	0.8246
0.4044	6.0706	516	0.7152	0.7361	0.7152	0.8457
0.4044	6.0941	518	0.6992	0.7534	0.6992	0.8362
0.4044	6.1176	520	0.6368	0.8108	0.6368	0.7980
0.4044	6.1412	522	0.6208	0.7050	0.6208	0.7879
0.4044	6.1647	524	0.6287	0.7338	0.6287	0.7929
0.4044	6.1882	526	0.6505	0.7445	0.6505	0.8066
0.4044	6.2118	528	0.6889	0.7353	0.6889	0.8300
0.4044	6.2353	530	0.7252	0.7164	0.7252	0.8516
0.4044	6.2588	532	0.7400	0.7273	0.7400	0.8603
0.4044	6.2824	534	0.7593	0.7231	0.7593	0.8714
0.4044	6.3059	536	0.7806	0.6512	0.7806	0.8835
0.4044	6.3294	538	0.7719	0.6512	0.7719	0.8786
0.4044	6.3529	540	0.7145	0.7273	0.7145	0.8453
0.4044	6.3765	542	0.6716	0.7463	0.6716	0.8195
0.4044	6.4	544	0.6240	0.7660	0.6240	0.7899
0.4044	6.4235	546	0.6213	0.7733	0.6213	0.7882
0.4044	6.4471	548	0.6149	0.7682	0.6149	0.7842
0.4044	6.4706	550	0.5767	0.8026	0.5767	0.7594
0.4044	6.4941	552	0.5553	0.7867	0.5553	0.7452
0.4044	6.5176	554	0.5795	0.7536	0.5795	0.7612
0.4044	6.5412	556	0.6064	0.7591	0.6064	0.7787
0.4044	6.5647	558	0.6388	0.7647	0.6388	0.7993
0.4044	6.5882	560	0.6899	0.7391	0.6899	0.8306
0.4044	6.6118	562	0.7409	0.7015	0.7409	0.8608
0.4044	6.6353	564	0.7466	0.6870	0.7466	0.8641
0.4044	6.6588	566	0.7196	0.7068	0.7196	0.8483
0.4044	6.6824	568	0.6910	0.7164	0.6910	0.8313
0.4044	6.7059	570	0.7154	0.6718	0.7154	0.8458
0.4044	6.7294	572	0.7527	0.6357	0.7527	0.8676
0.4044	6.7529	574	0.7284	0.6870	0.7284	0.8535
0.4044	6.7765	576	0.7513	0.6870	0.7513	0.8668
0.4044	6.8	578	0.8152	0.6667	0.8152	0.9029
0.4044	6.8235	580	0.8381	0.6299	0.8381	0.9155
0.4044	6.8471	582	0.8717	0.6032	0.8717	0.9336
0.4044	6.8706	584	0.8429	0.5938	0.8429	0.9181
0.4044	6.8941	586	0.7695	0.6963	0.7695	0.8772
0.4044	6.9176	588	0.6751	0.7153	0.6751	0.8217
0.4044	6.9412	590	0.6328	0.7482	0.6328	0.7955
0.4044	6.9647	592	0.6285	0.7482	0.6285	0.7928
0.4044	6.9882	594	0.6450	0.7714	0.6450	0.8031
0.4044	7.0118	596	0.6854	0.7338	0.6854	0.8279
0.4044	7.0353	598	0.6775	0.7338	0.6775	0.8231
0.4044	7.0588	600	0.7018	0.7299	0.7018	0.8377
0.4044	7.0824	602	0.7298	0.7111	0.7298	0.8543
0.4044	7.1059	604	0.7536	0.7068	0.7536	0.8681
0.4044	7.1294	606	0.7881	0.7259	0.7881	0.8877
0.4044	7.1529	608	0.8275	0.6769	0.8275	0.9097
0.4044	7.1765	610	0.8161	0.6923	0.8161	0.9034
0.4044	7.2	612	0.7641	0.6917	0.7641	0.8741
0.4044	7.2235	614	0.7629	0.7111	0.7629	0.8734
0.4044	7.2471	616	0.7606	0.7059	0.7606	0.8721
0.4044	7.2706	618	0.8071	0.6667	0.8071	0.8984
0.4044	7.2941	620	0.8188	0.6667	0.8188	0.9049
0.4044	7.3176	622	0.7329	0.7206	0.7329	0.8561
0.4044	7.3412	624	0.6847	0.7445	0.6847	0.8275
0.4044	7.3647	626	0.6716	0.6963	0.6716	0.8195
0.4044	7.3882	628	0.6578	0.7299	0.6578	0.8110
0.4044	7.4118	630	0.6465	0.7801	0.6465	0.8040
0.4044	7.4353	632	0.6286	0.7801	0.6286	0.7929
0.4044	7.4588	634	0.6098	0.7801	0.6098	0.7809
0.4044	7.4824	636	0.6016	0.7746	0.6016	0.7756
0.4044	7.5059	638	0.5894	0.7626	0.5894	0.7677
0.4044	7.5294	640	0.6149	0.75	0.6149	0.7841
0.4044	7.5529	642	0.7125	0.6617	0.7125	0.8441
0.4044	7.5765	644	0.7692	0.6615	0.7692	0.8770
0.4044	7.6	646	0.7367	0.6565	0.7367	0.8583
0.4044	7.6235	648	0.6699	0.7407	0.6699	0.8185
0.4044	7.6471	650	0.6313	0.7391	0.6313	0.7945
0.4044	7.6706	652	0.6391	0.7651	0.6391	0.7994
0.4044	7.6941	654	0.6797	0.7397	0.6797	0.8245
0.4044	7.7176	656	0.7192	0.6993	0.7192	0.8480
0.4044	7.7412	658	0.7284	0.6993	0.7284	0.8535
0.4044	7.7647	660	0.7342	0.6765	0.7342	0.8569
0.4044	7.7882	662	0.7437	0.6815	0.7437	0.8624
0.4044	7.8118	664	0.8103	0.6418	0.8103	0.9002
0.4044	7.8353	666	0.9217	0.5455	0.9217	0.9601
0.4044	7.8588	668	0.9676	0.5672	0.9676	0.9837
0.4044	7.8824	670	0.8739	0.6074	0.8739	0.9348
0.4044	7.9059	672	0.7278	0.6912	0.7278	0.8531
0.4044	7.9294	674	0.6702	0.6818	0.6702	0.8187
0.4044	7.9529	676	0.7664	0.6769	0.7664	0.8755
0.4044	7.9765	678	0.8253	0.6462	0.8253	0.9084
0.4044	8.0	680	0.7950	0.6462	0.7950	0.8916
0.4044	8.0235	682	0.7046	0.7164	0.7046	0.8394
0.4044	8.0471	684	0.6580	0.7015	0.6580	0.8112
0.4044	8.0706	686	0.6576	0.7164	0.6576	0.8109
0.4044	8.0941	688	0.6681	0.7164	0.6681	0.8174
0.4044	8.1176	690	0.6734	0.7015	0.6734	0.8206
0.4044	8.1412	692	0.6882	0.6818	0.6882	0.8296
0.4044	8.1647	694	0.6963	0.7164	0.6963	0.8345
0.4044	8.1882	696	0.7216	0.7068	0.7216	0.8495
0.4044	8.2118	698	0.7675	0.6719	0.7675	0.8760
0.4044	8.2353	700	0.8272	0.6457	0.8272	0.9095
0.4044	8.2588	702	0.7659	0.6406	0.7659	0.8752
0.4044	8.2824	704	0.6860	0.7273	0.6860	0.8283
0.4044	8.3059	706	0.6532	0.6870	0.6532	0.8082
0.4044	8.3294	708	0.6825	0.6923	0.6825	0.8262
0.4044	8.3529	710	0.6742	0.6923	0.6742	0.8211
0.4044	8.3765	712	0.6693	0.6923	0.6693	0.8181
0.4044	8.4	714	0.6927	0.7218	0.6927	0.8323
0.4044	8.4235	716	0.7735	0.7015	0.7735	0.8795
0.4044	8.4471	718	0.8740	0.6308	0.8740	0.9349
0.4044	8.4706	720	0.9761	0.5512	0.9761	0.9880
0.4044	8.4941	722	0.9538	0.5512	0.9538	0.9766
0.4044	8.5176	724	0.8742	0.6357	0.8742	0.9350
0.4044	8.5412	726	0.7830	0.6718	0.7830	0.8848
0.4044	8.5647	728	0.7013	0.7218	0.7013	0.8374
0.4044	8.5882	730	0.6450	0.7626	0.6450	0.8031
0.4044	8.6118	732	0.5906	0.7832	0.5906	0.7685
0.4044	8.6353	734	0.5593	0.8	0.5593	0.7479
0.4044	8.6588	736	0.5481	0.7973	0.5481	0.7403
0.4044	8.6824	738	0.5465	0.8	0.5465	0.7393
0.4044	8.7059	740	0.5807	0.7887	0.5807	0.7621
0.4044	8.7294	742	0.6206	0.7591	0.6206	0.7878
0.4044	8.7529	744	0.6595	0.7647	0.6595	0.8121
0.4044	8.7765	746	0.6865	0.7313	0.6865	0.8286
0.4044	8.8	748	0.7435	0.7121	0.7435	0.8623
0.4044	8.8235	750	0.7834	0.6923	0.7834	0.8851
0.4044	8.8471	752	0.7963	0.7023	0.7963	0.8923
0.4044	8.8706	754	0.7706	0.6718	0.7706	0.8778
0.4044	8.8941	756	0.7179	0.7407	0.7179	0.8473
0.4044	8.9176	758	0.6657	0.7482	0.6657	0.8159
0.4044	8.9412	760	0.6467	0.7552	0.6467	0.8042
0.4044	8.9647	762	0.6290	0.7534	0.6290	0.7931
0.4044	8.9882	764	0.6032	0.7660	0.6032	0.7767
0.4044	9.0118	766	0.6250	0.7153	0.6250	0.7906
0.4044	9.0353	768	0.6696	0.7218	0.6696	0.8183
0.4044	9.0588	770	0.7180	0.7023	0.7180	0.8474
0.4044	9.0824	772	0.7541	0.6923	0.7541	0.8684
0.4044	9.1059	774	0.7661	0.6718	0.7661	0.8752
0.4044	9.1294	776	0.7655	0.6512	0.7655	0.8749
0.4044	9.1529	778	0.7226	0.6769	0.7226	0.8500
0.4044	9.1765	780	0.6673	0.7218	0.6673	0.8169
0.4044	9.2	782	0.6229	0.7313	0.6229	0.7892
0.4044	9.2235	784	0.5901	0.7883	0.5901	0.7682
0.4044	9.2471	786	0.5837	0.7556	0.5837	0.7640
0.4044	9.2706	788	0.6284	0.7068	0.6284	0.7927
0.4044	9.2941	790	0.6726	0.7015	0.6726	0.8201
0.4044	9.3176	792	0.6722	0.7015	0.6722	0.8199
0.4044	9.3412	794	0.6621	0.7556	0.6621	0.8137
0.4044	9.3647	796	0.6420	0.7883	0.6420	0.8013
0.4044	9.3882	798	0.6360	0.7746	0.6360	0.7975
0.4044	9.4118	800	0.6382	0.7746	0.6382	0.7989
0.4044	9.4353	802	0.6527	0.7714	0.6527	0.8079
0.4044	9.4588	804	0.6712	0.7591	0.6712	0.8193
0.4044	9.4824	806	0.6982	0.75	0.6982	0.8356
0.4044	9.5059	808	0.7054	0.7556	0.7054	0.8399
0.4044	9.5294	810	0.6889	0.7556	0.6889	0.8300
0.4044	9.5529	812	0.6498	0.7647	0.6498	0.8061
0.4044	9.5765	814	0.6324	0.7647	0.6324	0.7953
0.4044	9.6	816	0.6245	0.7407	0.6245	0.7902
0.4044	9.6235	818	0.6203	0.7164	0.6203	0.7876
0.4044	9.6471	820	0.6110	0.7826	0.6110	0.7817
0.4044	9.6706	822	0.6462	0.7482	0.6462	0.8039
0.4044	9.6941	824	0.7155	0.7299	0.7155	0.8459
0.4044	9.7176	826	0.7572	0.7218	0.7572	0.8702
0.4044	9.7412	828	0.7900	0.6462	0.7900	0.8888
0.4044	9.7647	830	0.8023	0.6512	0.8023	0.8957
0.4044	9.7882	832	0.7953	0.6512	0.7953	0.8918
0.4044	9.8118	834	0.7832	0.6769	0.7832	0.8850
0.4044	9.8353	836	0.7789	0.6769	0.7789	0.8826
0.4044	9.8588	838	0.7643	0.6718	0.7643	0.8742
0.4044	9.8824	840	0.7424	0.6870	0.7424	0.8616
0.4044	9.9059	842	0.7217	0.6870	0.7217	0.8495
0.4044	9.9294	844	0.7102	0.6870	0.7102	0.8427
0.4044	9.9529	846	0.6758	0.7164	0.6758	0.8221
0.4044	9.9765	848	0.6978	0.7259	0.6978	0.8354
0.4044	10.0	850	0.7008	0.7259	0.7008	0.8371
0.4044	10.0235	852	0.6894	0.75	0.6894	0.8303
0.4044	10.0471	854	0.6992	0.7313	0.6992	0.8362
0.4044	10.0706	856	0.7457	0.7068	0.7457	0.8636
0.4044	10.0941	858	0.7664	0.7313	0.7664	0.8754
0.4044	10.1176	860	0.7684	0.7121	0.7684	0.8766
0.4044	10.1412	862	0.7533	0.6923	0.7533	0.8679
0.4044	10.1647	864	0.7391	0.6923	0.7391	0.8597
0.4044	10.1882	866	0.7283	0.7077	0.7283	0.8534
0.4044	10.2118	868	0.7062	0.7328	0.7062	0.8403
0.4044	10.2353	870	0.6896	0.7273	0.6896	0.8304
0.4044	10.2588	872	0.6808	0.7218	0.6808	0.8251
0.4044	10.2824	874	0.6565	0.7218	0.6565	0.8103
0.4044	10.3059	876	0.6455	0.7218	0.6455	0.8034
0.4044	10.3294	878	0.6543	0.7218	0.6543	0.8089
0.4044	10.3529	880	0.6832	0.7218	0.6832	0.8266
0.4044	10.3765	882	0.6777	0.7164	0.6777	0.8232
0.4044	10.4	884	0.6626	0.7407	0.6626	0.8140
0.4044	10.4235	886	0.6505	0.7883	0.6505	0.8065
0.4044	10.4471	888	0.6580	0.7463	0.6580	0.8112
0.4044	10.4706	890	0.6475	0.7883	0.6475	0.8047
0.4044	10.4941	892	0.6370	0.7883	0.6370	0.7981
0.4044	10.5176	894	0.6223	0.7794	0.6223	0.7888
0.4044	10.5412	896	0.6000	0.7794	0.6000	0.7746
0.4044	10.5647	898	0.5912	0.7883	0.5912	0.7689
0.4044	10.5882	900	0.6463	0.7218	0.6463	0.8039
0.4044	10.6118	902	0.6738	0.7338	0.6738	0.8209
0.4044	10.6353	904	0.7280	0.7234	0.7280	0.8532
0.4044	10.6588	906	0.7610	0.7234	0.7610	0.8724
0.4044	10.6824	908	0.7296	0.7234	0.7296	0.8542
0.4044	10.7059	910	0.7030	0.7164	0.7030	0.8385
0.4044	10.7294	912	0.7065	0.6769	0.7065	0.8406
0.4044	10.7529	914	0.7293	0.7077	0.7293	0.8540
0.4044	10.7765	916	0.7145	0.7023	0.7145	0.8453
0.4044	10.8	918	0.6666	0.7218	0.6666	0.8165
0.4044	10.8235	920	0.6149	0.7556	0.6149	0.7841
0.4044	10.8471	922	0.5859	0.8	0.5859	0.7654
0.4044	10.8706	924	0.5818	0.8085	0.5818	0.7627
0.4044	10.8941	926	0.6140	0.8028	0.6140	0.7836
0.4044	10.9176	928	0.6353	0.7518	0.6353	0.7971
0.4044	10.9412	930	0.6433	0.7857	0.6433	0.8021
0.4044	10.9647	932	0.6653	0.7681	0.6653	0.8156
0.4044	10.9882	934	0.6968	0.7591	0.6968	0.8348
0.4044	11.0118	936	0.7139	0.7482	0.7139	0.8449
0.4044	11.0353	938	0.7132	0.7407	0.7132	0.8445
0.4044	11.0588	940	0.7088	0.7463	0.7088	0.8419
0.4044	11.0824	942	0.7357	0.7313	0.7357	0.8578
0.4044	11.1059	944	0.7521	0.7218	0.7521	0.8672
0.4044	11.1294	946	0.7406	0.6870	0.7406	0.8606
0.4044	11.1529	948	0.7224	0.7023	0.7224	0.8499
0.4044	11.1765	950	0.7302	0.7023	0.7302	0.8545
0.4044	11.2	952	0.7442	0.6923	0.7442	0.8627
0.4044	11.2235	954	0.7381	0.7121	0.7381	0.8591
0.4044	11.2471	956	0.7113	0.7206	0.7113	0.8434
0.4044	11.2706	958	0.6854	0.7153	0.6854	0.8279
0.4044	11.2941	960	0.6590	0.7482	0.6590	0.8118
0.4044	11.3176	962	0.6259	0.7626	0.6259	0.7912
0.4044	11.3412	964	0.6329	0.7887	0.6329	0.7955
0.4044	11.3647	966	0.6677	0.7660	0.6677	0.8171
0.4044	11.3882	968	0.7156	0.7338	0.7156	0.8459
0.4044	11.4118	970	0.7384	0.7660	0.7384	0.8593
0.4044	11.4353	972	0.7493	0.7092	0.7493	0.8656
0.4044	11.4588	974	0.7879	0.6806	0.7879	0.8877
0.4044	11.4824	976	0.8131	0.6897	0.8131	0.9017
0.4044	11.5059	978	0.7900	0.6763	0.7900	0.8888
0.4044	11.5294	980	0.7492	0.6866	0.7492	0.8655
0.4044	11.5529	982	0.7286	0.7218	0.7286	0.8536
0.4044	11.5765	984	0.7230	0.7111	0.7230	0.8503
0.4044	11.6	986	0.7179	0.7111	0.7179	0.8473
0.4044	11.6235	988	0.7259	0.7111	0.7259	0.8520
0.4044	11.6471	990	0.7186	0.7164	0.7186	0.8477
0.4044	11.6706	992	0.7062	0.6970	0.7062	0.8403
0.4044	11.6941	994	0.6983	0.7407	0.6983	0.8357
0.4044	11.7176	996	0.7026	0.7647	0.7026	0.8382
0.4044	11.7412	998	0.6680	0.7591	0.6680	0.8173
0.0787	11.7647	1000	0.6524	0.7536	0.6524	0.8077
0.0787	11.7882	1002	0.6338	0.7536	0.6338	0.7961
0.0787	11.8118	1004	0.6187	0.7704	0.6187	0.7866
0.0787	11.8353	1006	0.6318	0.7647	0.6318	0.7949
0.0787	11.8588	1008	0.6490	0.7407	0.6490	0.8056
0.0787	11.8824	1010	0.6641	0.7313	0.6641	0.8149
0.0787	11.9059	1012	0.6649	0.7647	0.6649	0.8154
0.0787	11.9294	1014	0.6744	0.7463	0.6744	0.8212
0.0787	11.9529	1016	0.6947	0.7463	0.6947	0.8335
0.0787	11.9765	1018	0.7282	0.7407	0.7282	0.8533
0.0787	12.0	1020	0.7417	0.7218	0.7417	0.8612
0.0787	12.0235	1022	0.7471	0.7023	0.7471	0.8643

Framework versions

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