ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_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: 0.7721
• Qwk: 0.7206
• Mse: 0.7721
• Rmse: 0.8787

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	0.0625	2	6.9192	0.0242	6.9192	2.6304
No log	0.125	4	4.6409	0.0692	4.6409	2.1543
No log	0.1875	6	3.2464	0.0575	3.2464	1.8018
No log	0.25	8	2.4719	0.1067	2.4719	1.5722
No log	0.3125	10	1.8191	0.2459	1.8191	1.3487
No log	0.375	12	1.5921	0.2545	1.5921	1.2618
No log	0.4375	14	1.5606	0.1869	1.5606	1.2492
No log	0.5	16	1.8529	0.1468	1.8529	1.3612
No log	0.5625	18	2.8177	0.0	2.8177	1.6786
No log	0.625	20	3.2352	0.0385	3.2352	1.7987
No log	0.6875	22	2.7698	0.0	2.7698	1.6643
No log	0.75	24	2.1185	0.2258	2.1185	1.4555
No log	0.8125	26	1.7940	0.1698	1.7940	1.3394
No log	0.875	28	1.6601	0.1538	1.6601	1.2885
No log	0.9375	30	1.5251	0.1346	1.5251	1.2350
No log	1.0	32	1.4785	0.1714	1.4785	1.2159
No log	1.0625	34	1.4527	0.1714	1.4527	1.2053
No log	1.125	36	1.5167	0.1887	1.5167	1.2316
No log	1.1875	38	1.7899	0.3721	1.7899	1.3379
No log	1.25	40	2.0429	0.2319	2.0429	1.4293
No log	1.3125	42	2.3727	0.0972	2.3727	1.5404
No log	1.375	44	2.3031	0.0979	2.3031	1.5176
No log	1.4375	46	2.0301	0.1857	2.0301	1.4248
No log	1.5	48	1.6823	0.4	1.6823	1.2970
No log	1.5625	50	1.5180	0.4194	1.5180	1.2321
No log	1.625	52	1.5058	0.4320	1.5058	1.2271
No log	1.6875	54	1.6477	0.4444	1.6477	1.2836
No log	1.75	56	1.7616	0.4496	1.7616	1.3272
No log	1.8125	58	1.8419	0.2628	1.8419	1.3571
No log	1.875	60	1.5885	0.4160	1.5885	1.2604
No log	1.9375	62	1.5078	0.3902	1.5078	1.2279
No log	2.0	64	1.5301	0.4252	1.5301	1.2370
No log	2.0625	66	1.6444	0.3664	1.6444	1.2824
No log	2.125	68	1.9543	0.2685	1.9543	1.3980
No log	2.1875	70	1.9687	0.2981	1.9687	1.4031
No log	2.25	72	1.7999	0.4294	1.7999	1.3416
No log	2.3125	74	1.5263	0.4805	1.5263	1.2354
No log	2.375	76	1.1385	0.5571	1.1385	1.0670
No log	2.4375	78	1.0224	0.5758	1.0224	1.0111
No log	2.5	80	1.0306	0.5846	1.0306	1.0152
No log	2.5625	82	1.1449	0.5816	1.1449	1.0700
No log	2.625	84	1.3188	0.5417	1.3188	1.1484
No log	2.6875	86	1.3351	0.5324	1.3351	1.1555
No log	2.75	88	1.3887	0.4706	1.3887	1.1784
No log	2.8125	90	1.1889	0.5496	1.1889	1.0904
No log	2.875	92	1.0042	0.5669	1.0042	1.0021
No log	2.9375	94	0.9805	0.5669	0.9805	0.9902
No log	3.0	96	1.1061	0.5323	1.1061	1.0517
No log	3.0625	98	1.0194	0.5645	1.0194	1.0097
No log	3.125	100	0.9271	0.5938	0.9271	0.9629
No log	3.1875	102	0.9359	0.5968	0.9359	0.9674
No log	3.25	104	0.9843	0.5289	0.9843	0.9921
No log	3.3125	106	0.9489	0.6154	0.9489	0.9741
No log	3.375	108	1.1085	0.6389	1.1085	1.0529
No log	3.4375	110	1.4426	0.48	1.4426	1.2011
No log	3.5	112	1.9263	0.4235	1.9263	1.3879
No log	3.5625	114	1.5484	0.4387	1.5484	1.2444
No log	3.625	116	1.0653	0.6621	1.0653	1.0321
No log	3.6875	118	0.9143	0.6667	0.9143	0.9562
No log	3.75	120	0.9935	0.6423	0.9935	0.9967
No log	3.8125	122	1.1904	0.5594	1.1904	1.0910
No log	3.875	124	1.2157	0.5714	1.2157	1.1026
No log	3.9375	126	1.0270	0.5926	1.0270	1.0134
No log	4.0	128	0.8886	0.6107	0.8886	0.9427
No log	4.0625	130	0.9057	0.6	0.9057	0.9517
No log	4.125	132	1.0180	0.5802	1.0180	1.0089
No log	4.1875	134	1.0889	0.5758	1.0889	1.0435
No log	4.25	136	0.9783	0.6187	0.9783	0.9891
No log	4.3125	138	0.7992	0.6761	0.7992	0.8940
No log	4.375	140	0.7580	0.6950	0.7580	0.8706
No log	4.4375	142	0.7956	0.6944	0.7956	0.8920
No log	4.5	144	0.8452	0.6571	0.8452	0.9193
No log	4.5625	146	0.8847	0.6324	0.8847	0.9406
No log	4.625	148	0.9073	0.6418	0.9073	0.9525
No log	4.6875	150	0.9559	0.6383	0.9559	0.9777
No log	4.75	152	1.1683	0.6309	1.1683	1.0809
No log	4.8125	154	1.2041	0.6174	1.2041	1.0973
No log	4.875	156	1.0483	0.6241	1.0483	1.0239
No log	4.9375	158	0.9914	0.6383	0.9914	0.9957
No log	5.0	160	0.9999	0.5954	0.9999	0.9999
No log	5.0625	162	1.0940	0.5692	1.0940	1.0460
No log	5.125	164	1.1144	0.544	1.1144	1.0557
No log	5.1875	166	1.0017	0.5938	1.0017	1.0009
No log	5.25	168	0.8924	0.6418	0.8924	0.9447
No log	5.3125	170	0.8719	0.6418	0.8719	0.9338
No log	5.375	172	0.8370	0.6308	0.8370	0.9149
No log	5.4375	174	0.8350	0.6308	0.8350	0.9138
No log	5.5	176	0.8667	0.6047	0.8667	0.9310
No log	5.5625	178	0.9055	0.6515	0.9055	0.9516
No log	5.625	180	0.9329	0.5625	0.9329	0.9659
No log	5.6875	182	0.9487	0.5625	0.9487	0.9740
No log	5.75	184	0.8811	0.5692	0.8811	0.9387
No log	5.8125	186	0.9533	0.5874	0.9533	0.9764
No log	5.875	188	1.0430	0.6225	1.0430	1.0213
No log	5.9375	190	0.9592	0.5775	0.9592	0.9794
No log	6.0	192	0.8800	0.5538	0.8800	0.9381
No log	6.0625	194	0.9049	0.5538	0.9049	0.9513
No log	6.125	196	1.0440	0.5039	1.0440	1.0218
No log	6.1875	198	1.1899	0.5547	1.1899	1.0908
No log	6.25	200	1.2118	0.5116	1.2118	1.1008
No log	6.3125	202	1.1522	0.5	1.1522	1.0734
No log	6.375	204	0.9733	0.5	0.9733	0.9866
No log	6.4375	206	0.8615	0.6462	0.8615	0.9281
No log	6.5	208	0.8268	0.6767	0.8268	0.9093
No log	6.5625	210	0.8322	0.6767	0.8322	0.9123
No log	6.625	212	0.8403	0.6667	0.8403	0.9167
No log	6.6875	214	0.9893	0.5401	0.9893	0.9946
No log	6.75	216	1.1526	0.5401	1.1526	1.0736
No log	6.8125	218	1.1298	0.512	1.1298	1.0629
No log	6.875	220	0.8525	0.6565	0.8525	0.9233
No log	6.9375	222	0.7897	0.6970	0.7897	0.8887
No log	7.0	224	0.8807	0.5630	0.8807	0.9385
No log	7.0625	226	0.9766	0.5735	0.9766	0.9883
No log	7.125	228	0.8992	0.5882	0.8992	0.9482
No log	7.1875	230	0.7506	0.6866	0.7506	0.8664
No log	7.25	232	0.8184	0.7068	0.8184	0.9047
No log	7.3125	234	0.8613	0.6522	0.8613	0.9280
No log	7.375	236	0.7860	0.7338	0.7860	0.8866
No log	7.4375	238	0.7690	0.7286	0.7690	0.8769
No log	7.5	240	0.8017	0.6957	0.8017	0.8954
No log	7.5625	242	0.8136	0.6957	0.8136	0.9020
No log	7.625	244	0.8169	0.7206	0.8169	0.9038
No log	7.6875	246	0.8447	0.7153	0.8447	0.9191
No log	7.75	248	0.8583	0.7015	0.8583	0.9264
No log	7.8125	250	0.8579	0.7246	0.8579	0.9262
No log	7.875	252	0.8653	0.7059	0.8653	0.9302
No log	7.9375	254	0.8686	0.6165	0.8686	0.9320
No log	8.0	256	0.8528	0.6418	0.8528	0.9235
No log	8.0625	258	0.8255	0.6765	0.8255	0.9086
No log	8.125	260	0.8314	0.6667	0.8314	0.9118
No log	8.1875	262	0.8538	0.6565	0.8538	0.9240
No log	8.25	264	0.8655	0.6212	0.8655	0.9303
No log	8.3125	266	0.8253	0.6316	0.8253	0.9085
No log	8.375	268	0.8035	0.6619	0.8035	0.8964
No log	8.4375	270	0.7852	0.7083	0.7852	0.8861
No log	8.5	272	0.7258	0.6812	0.7258	0.8519
No log	8.5625	274	0.7294	0.7571	0.7294	0.8540
No log	8.625	276	0.7465	0.7391	0.7465	0.8640
No log	8.6875	278	0.8097	0.6617	0.8097	0.8999
No log	8.75	280	0.9711	0.5693	0.9711	0.9854
No log	8.8125	282	1.0774	0.5401	1.0774	1.0380
No log	8.875	284	1.0126	0.5224	1.0126	1.0063
No log	8.9375	286	0.8832	0.5736	0.8832	0.9398
No log	9.0	288	0.7949	0.7218	0.7949	0.8916
No log	9.0625	290	0.7641	0.7463	0.7641	0.8741
No log	9.125	292	0.7182	0.7218	0.7182	0.8475
No log	9.1875	294	0.7593	0.6993	0.7593	0.8714
No log	9.25	296	0.8730	0.6923	0.8730	0.9343
No log	9.3125	298	0.8433	0.7134	0.8433	0.9183
No log	9.375	300	0.7022	0.7172	0.7022	0.8380
No log	9.4375	302	0.6753	0.7429	0.6753	0.8218
No log	9.5	304	0.6552	0.7299	0.6552	0.8094
No log	9.5625	306	0.6669	0.7299	0.6669	0.8166
No log	9.625	308	0.7298	0.7111	0.7298	0.8543
No log	9.6875	310	0.8700	0.6389	0.8700	0.9327
No log	9.75	312	0.9134	0.6395	0.9134	0.9557
No log	9.8125	314	0.8091	0.6571	0.8091	0.8995
No log	9.875	316	0.7115	0.7259	0.7115	0.8435
No log	9.9375	318	0.6819	0.7164	0.6819	0.8258
No log	10.0	320	0.6756	0.7164	0.6756	0.8220
No log	10.0625	322	0.7023	0.7206	0.7023	0.8381
No log	10.125	324	0.8614	0.6974	0.8614	0.9281
No log	10.1875	326	0.9540	0.7134	0.9540	0.9767
No log	10.25	328	0.8308	0.7097	0.8308	0.9115
No log	10.3125	330	0.7284	0.6986	0.7284	0.8534
No log	10.375	332	0.6400	0.7153	0.6400	0.8000
No log	10.4375	334	0.6279	0.7153	0.6279	0.7924
No log	10.5	336	0.6472	0.7338	0.6472	0.8045
No log	10.5625	338	0.6768	0.7101	0.6768	0.8227
No log	10.625	340	0.6916	0.7007	0.6916	0.8316
No log	10.6875	342	0.6637	0.6963	0.6637	0.8147
No log	10.75	344	0.6373	0.7353	0.6373	0.7983
No log	10.8125	346	0.6091	0.7536	0.6091	0.7805
No log	10.875	348	0.5934	0.7518	0.5934	0.7703
No log	10.9375	350	0.5763	0.7465	0.5763	0.7591
No log	11.0	352	0.6494	0.75	0.6494	0.8059
No log	11.0625	354	0.8180	0.6980	0.8180	0.9045
No log	11.125	356	0.9221	0.6788	0.9221	0.9602
No log	11.1875	358	0.7735	0.6897	0.7735	0.8795
No log	11.25	360	0.6607	0.7413	0.6607	0.8128
No log	11.3125	362	0.6284	0.7391	0.6284	0.7927
No log	11.375	364	0.6378	0.7606	0.6378	0.7986
No log	11.4375	366	0.7358	0.6950	0.7358	0.8578
No log	11.5	368	0.9422	0.6194	0.9422	0.9707
No log	11.5625	370	0.9884	0.5974	0.9884	0.9942
No log	11.625	372	0.8667	0.6577	0.8667	0.9309
No log	11.6875	374	0.7296	0.7164	0.7296	0.8542
No log	11.75	376	0.7038	0.7068	0.7038	0.8389
No log	11.8125	378	0.6963	0.7068	0.6963	0.8345
No log	11.875	380	0.7669	0.7133	0.7669	0.8757
No log	11.9375	382	0.9708	0.6788	0.9708	0.9853
No log	12.0	384	1.0401	0.6786	1.0401	1.0199
No log	12.0625	386	0.9090	0.6792	0.9090	0.9534
No log	12.125	388	0.7221	0.7101	0.7221	0.8498
No log	12.1875	390	0.6809	0.7164	0.6809	0.8251
No log	12.25	392	0.7494	0.7101	0.7494	0.8657
No log	12.3125	394	0.8503	0.6897	0.8503	0.9221
No log	12.375	396	0.8302	0.6857	0.8302	0.9112
No log	12.4375	398	0.7235	0.7164	0.7235	0.8506
No log	12.5	400	0.7192	0.7259	0.7192	0.8481
No log	12.5625	402	0.6993	0.7259	0.6993	0.8363
No log	12.625	404	0.6992	0.7606	0.6992	0.8362
No log	12.6875	406	0.7124	0.7724	0.7124	0.8440
No log	12.75	408	0.7429	0.75	0.7429	0.8619
No log	12.8125	410	0.7811	0.7020	0.7811	0.8838
No log	12.875	412	0.7138	0.7619	0.7138	0.8449
No log	12.9375	414	0.7060	0.7712	0.7060	0.8402
No log	13.0	416	0.7386	0.7516	0.7386	0.8594
No log	13.0625	418	0.7823	0.7320	0.7823	0.8845
No log	13.125	420	0.7267	0.6818	0.7267	0.8524
No log	13.1875	422	0.7427	0.7068	0.7427	0.8618
No log	13.25	424	0.7776	0.6462	0.7776	0.8818
No log	13.3125	426	0.7975	0.6462	0.7975	0.8930
No log	13.375	428	0.7373	0.7218	0.7373	0.8587
No log	13.4375	430	0.6959	0.7407	0.6959	0.8342
No log	13.5	432	0.6697	0.7556	0.6697	0.8183
No log	13.5625	434	0.6600	0.7647	0.6600	0.8124
No log	13.625	436	0.6505	0.7313	0.6505	0.8065
No log	13.6875	438	0.6945	0.7068	0.6945	0.8334
No log	13.75	440	0.7107	0.7059	0.7107	0.8430
No log	13.8125	442	0.6593	0.7059	0.6593	0.8119
No log	13.875	444	0.6496	0.7194	0.6496	0.8060
No log	13.9375	446	0.6605	0.7206	0.6605	0.8127
No log	14.0	448	0.6938	0.7206	0.6938	0.8329
No log	14.0625	450	0.6943	0.7206	0.6943	0.8333
No log	14.125	452	0.7273	0.7153	0.7273	0.8528
No log	14.1875	454	0.7922	0.7083	0.7922	0.8900
No log	14.25	456	0.8536	0.6622	0.8536	0.9239
No log	14.3125	458	0.7844	0.6853	0.7844	0.8857
No log	14.375	460	0.7050	0.7465	0.7050	0.8396
No log	14.4375	462	0.6820	0.7313	0.6820	0.8258
No log	14.5	464	0.7032	0.7313	0.7032	0.8386
No log	14.5625	466	0.7166	0.7391	0.7166	0.8465
No log	14.625	468	0.7103	0.7246	0.7103	0.8428
No log	14.6875	470	0.7338	0.6944	0.7338	0.8566
No log	14.75	472	0.7784	0.7027	0.7784	0.8822
No log	14.8125	474	0.7787	0.6980	0.7787	0.8824
No log	14.875	476	0.6895	0.7286	0.6895	0.8303
No log	14.9375	478	0.6553	0.7445	0.6553	0.8095
No log	15.0	480	0.6640	0.7445	0.6640	0.8149
No log	15.0625	482	0.6874	0.7571	0.6874	0.8291
No log	15.125	484	0.7241	0.7413	0.7241	0.8510
No log	15.1875	486	0.7388	0.7234	0.7388	0.8595
No log	15.25	488	0.7324	0.7391	0.7324	0.8558
No log	15.3125	490	0.7514	0.7234	0.7514	0.8668
No log	15.375	492	0.8066	0.7034	0.8066	0.8981
No log	15.4375	494	0.8597	0.6933	0.8597	0.9272
No log	15.5	496	0.8245	0.6667	0.8245	0.9080
No log	15.5625	498	0.8281	0.6269	0.8281	0.9100
0.4117	15.625	500	0.8766	0.6	0.8766	0.9362
0.4117	15.6875	502	0.9268	0.4921	0.9268	0.9627
0.4117	15.75	504	0.9078	0.5397	0.9078	0.9528
0.4117	15.8125	506	0.8651	0.6142	0.8651	0.9301
0.4117	15.875	508	0.8331	0.7023	0.8331	0.9128
0.4117	15.9375	510	0.8277	0.6769	0.8277	0.9098
0.4117	16.0	512	0.8087	0.625	0.8087	0.8993
0.4117	16.0625	514	0.7609	0.7121	0.7609	0.8723
0.4117	16.125	516	0.7511	0.7121	0.7511	0.8667
0.4117	16.1875	518	0.7600	0.7121	0.7600	0.8718
0.4117	16.25	520	0.7603	0.7068	0.7603	0.8719
0.4117	16.3125	522	0.8083	0.6615	0.8083	0.8990
0.4117	16.375	524	0.8592	0.6316	0.8592	0.9269
0.4117	16.4375	526	0.8606	0.6621	0.8606	0.9277
0.4117	16.5	528	0.7439	0.7843	0.7439	0.8625
0.4117	16.5625	530	0.6694	0.8052	0.6694	0.8182
0.4117	16.625	532	0.6036	0.7838	0.6036	0.7769
0.4117	16.6875	534	0.5960	0.7606	0.5960	0.7720
0.4117	16.75	536	0.6129	0.7299	0.6129	0.7829
0.4117	16.8125	538	0.6269	0.7259	0.6269	0.7917
0.4117	16.875	540	0.6795	0.7639	0.6795	0.8243
0.4117	16.9375	542	0.8120	0.7355	0.8120	0.9011
0.4117	17.0	544	0.8412	0.7152	0.8412	0.9172
0.4117	17.0625	546	0.7590	0.7183	0.7590	0.8712
0.4117	17.125	548	0.6774	0.7259	0.6774	0.8230
0.4117	17.1875	550	0.6840	0.7111	0.6840	0.8271
0.4117	17.25	552	0.6942	0.7111	0.6942	0.8332
0.4117	17.3125	554	0.6922	0.7313	0.6922	0.8320
0.4117	17.375	556	0.6945	0.7482	0.6945	0.8334
0.4117	17.4375	558	0.7303	0.7234	0.7303	0.8546
0.4117	17.5	560	0.7545	0.7092	0.7545	0.8686
0.4117	17.5625	562	0.7322	0.7234	0.7322	0.8557
0.4117	17.625	564	0.6947	0.7153	0.6947	0.8335
0.4117	17.6875	566	0.7079	0.7407	0.7079	0.8414
0.4117	17.75	568	0.7358	0.75	0.7358	0.8578
0.4117	17.8125	570	0.7327	0.7407	0.7327	0.8560
0.4117	17.875	572	0.7146	0.7353	0.7146	0.8453
0.4117	17.9375	574	0.6904	0.7445	0.6904	0.8309
0.4117	18.0	576	0.6941	0.7391	0.6941	0.8331
0.4117	18.0625	578	0.7342	0.6957	0.7342	0.8569
0.4117	18.125	580	0.7732	0.6569	0.7732	0.8793
0.4117	18.1875	582	0.7745	0.6466	0.7745	0.8801
0.4117	18.25	584	0.7562	0.7068	0.7562	0.8696
0.4117	18.3125	586	0.7719	0.7313	0.7719	0.8786
0.4117	18.375	588	0.7931	0.6970	0.7931	0.8906
0.4117	18.4375	590	0.8025	0.6870	0.8025	0.8958
0.4117	18.5	592	0.7952	0.6615	0.7952	0.8917
0.4117	18.5625	594	0.7464	0.7015	0.7464	0.8640
0.4117	18.625	596	0.6949	0.7259	0.6949	0.8336
0.4117	18.6875	598	0.6810	0.7206	0.6810	0.8252
0.4117	18.75	600	0.6700	0.7299	0.6700	0.8185
0.4117	18.8125	602	0.7025	0.7111	0.7025	0.8382
0.4117	18.875	604	0.7508	0.6818	0.7508	0.8665
0.4117	18.9375	606	0.7513	0.6818	0.7513	0.8668
0.4117	19.0	608	0.7434	0.6818	0.7434	0.8622
0.4117	19.0625	610	0.7297	0.6866	0.7297	0.8542
0.4117	19.125	612	0.7346	0.6767	0.7346	0.8571
0.4117	19.1875	614	0.7475	0.6861	0.7475	0.8646
0.4117	19.25	616	0.7442	0.6861	0.7442	0.8627
0.4117	19.3125	618	0.7180	0.6963	0.7180	0.8474
0.4117	19.375	620	0.6841	0.7153	0.6841	0.8271
0.4117	19.4375	622	0.6574	0.7153	0.6574	0.8108
0.4117	19.5	624	0.6572	0.7153	0.6572	0.8107
0.4117	19.5625	626	0.6750	0.7286	0.6750	0.8216
0.4117	19.625	628	0.7097	0.7050	0.7097	0.8424
0.4117	19.6875	630	0.7104	0.7050	0.7104	0.8428
0.4117	19.75	632	0.6814	0.6912	0.6814	0.8255
0.4117	19.8125	634	0.6499	0.7206	0.6499	0.8062
0.4117	19.875	636	0.6396	0.7059	0.6396	0.7998
0.4117	19.9375	638	0.6497	0.7007	0.6497	0.8060
0.4117	20.0	640	0.6893	0.6866	0.6893	0.8302
0.4117	20.0625	642	0.8322	0.6015	0.8322	0.9123
0.4117	20.125	644	0.9396	0.5970	0.9396	0.9693
0.4117	20.1875	646	0.8891	0.5865	0.8891	0.9429
0.4117	20.25	648	0.7624	0.6519	0.7624	0.8732
0.4117	20.3125	650	0.6807	0.6963	0.6807	0.8250
0.4117	20.375	652	0.6535	0.7407	0.6535	0.8084
0.4117	20.4375	654	0.6694	0.7407	0.6694	0.8182
0.4117	20.5	656	0.7092	0.6815	0.7092	0.8422
0.4117	20.5625	658	0.7791	0.6212	0.7791	0.8827
0.4117	20.625	660	0.8063	0.6466	0.8063	0.8979
0.4117	20.6875	662	0.7990	0.6412	0.7990	0.8939
0.4117	20.75	664	0.7790	0.6767	0.7790	0.8826
0.4117	20.8125	666	0.7576	0.6716	0.7576	0.8704
0.4117	20.875	668	0.7094	0.6815	0.7094	0.8423
0.4117	20.9375	670	0.6471	0.7007	0.6471	0.8044
0.4117	21.0	672	0.6331	0.7059	0.6331	0.7956
0.4117	21.0625	674	0.6294	0.7059	0.6294	0.7934
0.4117	21.125	676	0.6319	0.7353	0.6319	0.7949
0.4117	21.1875	678	0.6583	0.7353	0.6583	0.8113
0.4117	21.25	680	0.6875	0.7059	0.6875	0.8291
0.4117	21.3125	682	0.7396	0.6765	0.7396	0.8600
0.4117	21.375	684	0.8210	0.6763	0.8210	0.9061
0.4117	21.4375	686	0.8104	0.6861	0.8104	0.9002
0.4117	21.5	688	0.7395	0.6767	0.7395	0.8600
0.4117	21.5625	690	0.6919	0.7259	0.6919	0.8318
0.4117	21.625	692	0.6881	0.7353	0.6881	0.8295
0.4117	21.6875	694	0.6903	0.7482	0.6903	0.8309
0.4117	21.75	696	0.6866	0.7536	0.6866	0.8286
0.4117	21.8125	698	0.7087	0.7445	0.7087	0.8418
0.4117	21.875	700	0.7271	0.7338	0.7271	0.8527
0.4117	21.9375	702	0.7490	0.7206	0.7490	0.8654
0.4117	22.0	704	0.7521	0.75	0.7521	0.8672
0.4117	22.0625	706	0.7486	0.7259	0.7486	0.8652
0.4117	22.125	708	0.7420	0.7111	0.7420	0.8614
0.4117	22.1875	710	0.7487	0.7273	0.7487	0.8653
0.4117	22.25	712	0.8094	0.6713	0.8094	0.8997
0.4117	22.3125	714	0.8524	0.7075	0.8524	0.9233
0.4117	22.375	716	0.8650	0.7162	0.8650	0.9301
0.4117	22.4375	718	0.8454	0.6849	0.8454	0.9195
0.4117	22.5	720	0.8031	0.6809	0.8031	0.8962
0.4117	22.5625	722	0.7595	0.6618	0.7595	0.8715
0.4117	22.625	724	0.7374	0.6715	0.7374	0.8587
0.4117	22.6875	726	0.7432	0.6618	0.7432	0.8621
0.4117	22.75	728	0.7689	0.6809	0.7689	0.8769
0.4117	22.8125	730	0.8191	0.6667	0.8191	0.9051
0.4117	22.875	732	0.7918	0.6667	0.7918	0.8898
0.4117	22.9375	734	0.7243	0.6906	0.7243	0.8511
0.4117	23.0	736	0.6692	0.7164	0.6692	0.8180
0.4117	23.0625	738	0.6676	0.7259	0.6676	0.8171
0.4117	23.125	740	0.6785	0.7259	0.6785	0.8237
0.4117	23.1875	742	0.7107	0.7259	0.7107	0.8431
0.4117	23.25	744	0.7412	0.7259	0.7412	0.8609
0.4117	23.3125	746	0.7523	0.7259	0.7523	0.8674
0.4117	23.375	748	0.7481	0.7111	0.7481	0.8649
0.4117	23.4375	750	0.7360	0.7111	0.7360	0.8579
0.4117	23.5	752	0.7003	0.7338	0.7003	0.8369
0.4117	23.5625	754	0.6772	0.7586	0.6772	0.8229
0.4117	23.625	756	0.6657	0.7586	0.6657	0.8159
0.4117	23.6875	758	0.6753	0.7361	0.6753	0.8218
0.4117	23.75	760	0.7097	0.7361	0.7097	0.8424
0.4117	23.8125	762	0.7363	0.7273	0.7363	0.8581
0.4117	23.875	764	0.7523	0.7273	0.7523	0.8673
0.4117	23.9375	766	0.7596	0.7273	0.7596	0.8716
0.4117	24.0	768	0.7634	0.7059	0.7634	0.8737
0.4117	24.0625	770	0.7475	0.7059	0.7475	0.8646
0.4117	24.125	772	0.7340	0.7059	0.7340	0.8567
0.4117	24.1875	774	0.7197	0.7194	0.7197	0.8483
0.4117	24.25	776	0.7050	0.7183	0.7050	0.8396
0.4117	24.3125	778	0.6974	0.7273	0.6974	0.8351
0.4117	24.375	780	0.6820	0.7194	0.6820	0.8259
0.4117	24.4375	782	0.7045	0.7194	0.7045	0.8394
0.4117	24.5	784	0.7667	0.6861	0.7667	0.8756
0.4117	24.5625	786	0.8549	0.6324	0.8549	0.9246
0.4117	24.625	788	0.8739	0.6370	0.8739	0.9348
0.4117	24.6875	790	0.8519	0.6202	0.8519	0.9230
0.4117	24.75	792	0.8326	0.6615	0.8326	0.9125
0.4117	24.8125	794	0.7938	0.7023	0.7938	0.8910
0.4117	24.875	796	0.7567	0.7023	0.7567	0.8699
0.4117	24.9375	798	0.7215	0.7111	0.7215	0.8494
0.4117	25.0	800	0.7021	0.7246	0.7021	0.8379
0.4117	25.0625	802	0.6948	0.7101	0.6948	0.8336
0.4117	25.125	804	0.7092	0.6861	0.7092	0.8422
0.4117	25.1875	806	0.7425	0.6861	0.7425	0.8617
0.4117	25.25	808	0.7587	0.6861	0.7587	0.8710
0.4117	25.3125	810	0.7723	0.6767	0.7723	0.8788
0.4117	25.375	812	0.7683	0.6667	0.7683	0.8765
0.4117	25.4375	814	0.7682	0.6923	0.7682	0.8765
0.4117	25.5	816	0.7629	0.6923	0.7629	0.8735
0.4117	25.5625	818	0.7661	0.6923	0.7661	0.8753
0.4117	25.625	820	0.7765	0.6667	0.7765	0.8812
0.4117	25.6875	822	0.7601	0.6769	0.7601	0.8719
0.4117	25.75	824	0.7448	0.7121	0.7448	0.8630
0.4117	25.8125	826	0.7429	0.7121	0.7429	0.8619
0.4117	25.875	828	0.7428	0.7023	0.7428	0.8619
0.4117	25.9375	830	0.7610	0.6565	0.7610	0.8723
0.4117	26.0	832	0.7960	0.6308	0.7960	0.8922
0.4117	26.0625	834	0.7822	0.6462	0.7822	0.8844
0.4117	26.125	836	0.7638	0.7121	0.7638	0.8740
0.4117	26.1875	838	0.7615	0.6917	0.7615	0.8727
0.4117	26.25	840	0.7426	0.6917	0.7426	0.8617
0.4117	26.3125	842	0.7327	0.6718	0.7327	0.8560
0.4117	26.375	844	0.7581	0.6812	0.7581	0.8707
0.4117	26.4375	846	0.7769	0.6815	0.7769	0.8814
0.4117	26.5	848	0.7883	0.6667	0.7883	0.8878
0.4117	26.5625	850	0.8058	0.6667	0.8058	0.8977
0.4117	26.625	852	0.7786	0.6667	0.7786	0.8824
0.4117	26.6875	854	0.7452	0.6718	0.7452	0.8633
0.4117	26.75	856	0.7248	0.6917	0.7248	0.8513
0.4117	26.8125	858	0.7213	0.6917	0.7213	0.8493
0.4117	26.875	860	0.7414	0.6917	0.7414	0.8611
0.4117	26.9375	862	0.7876	0.6866	0.7876	0.8874
0.4117	27.0	864	0.8282	0.6767	0.8282	0.9100
0.4117	27.0625	866	0.8424	0.6615	0.8424	0.9178
0.4117	27.125	868	0.8186	0.6462	0.8186	0.9047
0.4117	27.1875	870	0.8190	0.6462	0.8190	0.9050
0.4117	27.25	872	0.8028	0.6462	0.8028	0.8960
0.4117	27.3125	874	0.7521	0.6718	0.7521	0.8672
0.4117	27.375	876	0.7132	0.6718	0.7132	0.8445
0.4117	27.4375	878	0.7077	0.6718	0.7077	0.8412
0.4117	27.5	880	0.7263	0.6308	0.7263	0.8523
0.4117	27.5625	882	0.7553	0.6308	0.7553	0.8691
0.4117	27.625	884	0.7887	0.6308	0.7887	0.8881
0.4117	27.6875	886	0.8138	0.6667	0.8138	0.9021
0.4117	27.75	888	0.7696	0.6308	0.7696	0.8773
0.4117	27.8125	890	0.7109	0.6515	0.7109	0.8432
0.4117	27.875	892	0.6976	0.7023	0.6976	0.8352
0.4117	27.9375	894	0.7248	0.7023	0.7248	0.8513
0.4117	28.0	896	0.7633	0.6769	0.7633	0.8737
0.4117	28.0625	898	0.7956	0.6718	0.7956	0.8920
0.4117	28.125	900	0.8582	0.6	0.8582	0.9264
0.4117	28.1875	902	0.9013	0.5556	0.9013	0.9494
0.4117	28.25	904	0.8604	0.5827	0.8604	0.9276
0.4117	28.3125	906	0.8433	0.6142	0.8433	0.9183
0.4117	28.375	908	0.7951	0.6769	0.7951	0.8917
0.4117	28.4375	910	0.7543	0.7023	0.7543	0.8685
0.4117	28.5	912	0.7359	0.7313	0.7359	0.8579
0.4117	28.5625	914	0.7066	0.7206	0.7066	0.8406
0.4117	28.625	916	0.6495	0.75	0.6495	0.8059
0.4117	28.6875	918	0.6380	0.7429	0.6380	0.7988
0.4117	28.75	920	0.6642	0.7194	0.6642	0.8150
0.4117	28.8125	922	0.6873	0.7194	0.6873	0.8290
0.4117	28.875	924	0.7023	0.7164	0.7023	0.8381
0.4117	28.9375	926	0.7098	0.7164	0.7098	0.8425
0.4117	29.0	928	0.7233	0.6818	0.7233	0.8505
0.4117	29.0625	930	0.7345	0.6818	0.7345	0.8570
0.4117	29.125	932	0.7391	0.6462	0.7391	0.8597
0.4117	29.1875	934	0.7227	0.6718	0.7227	0.8501
0.4117	29.25	936	0.6746	0.7059	0.6746	0.8213
0.4117	29.3125	938	0.6475	0.7368	0.6475	0.8047
0.4117	29.375	940	0.6549	0.7368	0.6549	0.8093
0.4117	29.4375	942	0.6755	0.7023	0.6755	0.8219
0.4117	29.5	944	0.7137	0.6970	0.7137	0.8448
0.4117	29.5625	946	0.7608	0.6818	0.7608	0.8722
0.4117	29.625	948	0.7962	0.6769	0.7962	0.8923
0.4117	29.6875	950	0.8117	0.6769	0.8117	0.9010
0.4117	29.75	952	0.7965	0.6512	0.7965	0.8924
0.4117	29.8125	954	0.7724	0.6718	0.7724	0.8789
0.4117	29.875	956	0.7491	0.6667	0.7491	0.8655
0.4117	29.9375	958	0.7661	0.6765	0.7661	0.8753
0.4117	30.0	960	0.7742	0.6765	0.7742	0.8799
0.4117	30.0625	962	0.7778	0.6715	0.7778	0.8820
0.4117	30.125	964	0.7503	0.6567	0.7503	0.8662
0.4117	30.1875	966	0.7386	0.6567	0.7386	0.8594
0.4117	30.25	968	0.7748	0.6714	0.7748	0.8802
0.4117	30.3125	970	0.8005	0.6515	0.8005	0.8947
0.4117	30.375	972	0.7942	0.6515	0.7942	0.8912
0.4117	30.4375	974	0.7887	0.6515	0.7887	0.8881
0.4117	30.5	976	0.7762	0.6812	0.7762	0.8810
0.4117	30.5625	978	0.7899	0.6901	0.7899	0.8888
0.4117	30.625	980	0.7653	0.6853	0.7653	0.8748
0.4117	30.6875	982	0.7238	0.7273	0.7238	0.8508
0.4117	30.75	984	0.7323	0.7143	0.7323	0.8557
0.4117	30.8125	986	0.7449	0.7143	0.7449	0.8631
0.4117	30.875	988	0.7907	0.6993	0.7907	0.8892
0.4117	30.9375	990	0.8156	0.6950	0.8156	0.9031
0.4117	31.0	992	0.8074	0.7143	0.8074	0.8985
0.4117	31.0625	994	0.7608	0.6963	0.7608	0.8722
0.4117	31.125	996	0.7369	0.7407	0.7369	0.8584
0.4117	31.1875	998	0.7452	0.7164	0.7452	0.8632
0.0661	31.25	1000	0.7474	0.7407	0.7474	0.8645
0.0661	31.3125	1002	0.7702	0.7391	0.7702	0.8776
0.0661	31.375	1004	0.7906	0.7153	0.7906	0.8892
0.0661	31.4375	1006	0.8033	0.7153	0.8033	0.8962
0.0661	31.5	1008	0.7923	0.7391	0.7923	0.8901
0.0661	31.5625	1010	0.7721	0.7206	0.7721	0.8787

Framework versions

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