ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_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: 0.7650
• Qwk: 0.4067
• Mse: 0.7650
• Rmse: 0.8746

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	0.0282	2	4.3139	0.0087	4.3139	2.0770
No log	0.0563	4	2.4689	-0.0195	2.4689	1.5713
No log	0.0845	6	1.4120	0.0528	1.4120	1.1883
No log	0.1127	8	1.0923	0.1398	1.0923	1.0451
No log	0.1408	10	1.1257	0.0078	1.1257	1.0610
No log	0.1690	12	1.0962	0.1360	1.0962	1.0470
No log	0.1972	14	1.0496	0.1685	1.0496	1.0245
No log	0.2254	16	1.0644	0.2912	1.0644	1.0317
No log	0.2535	18	1.0926	0.2441	1.0926	1.0453
No log	0.2817	20	1.1926	0.1471	1.1926	1.0921
No log	0.3099	22	1.1323	0.2635	1.1323	1.0641
No log	0.3380	24	1.0289	0.2192	1.0289	1.0143
No log	0.3662	26	1.0830	0.0950	1.0830	1.0407
No log	0.3944	28	1.2102	0.0669	1.2102	1.1001
No log	0.4225	30	1.2456	0.1013	1.2456	1.1161
No log	0.4507	32	1.2520	0.0691	1.2520	1.1189
No log	0.4789	34	1.2106	0.1426	1.2106	1.1003
No log	0.5070	36	1.1845	0.1653	1.1845	1.0884
No log	0.5352	38	1.1523	0.2114	1.1523	1.0735
No log	0.5634	40	1.1033	0.2376	1.1033	1.0504
No log	0.5915	42	1.2574	0.1993	1.2574	1.1213
No log	0.6197	44	1.2484	0.2386	1.2484	1.1173
No log	0.6479	46	1.0521	0.2759	1.0521	1.0257
No log	0.6761	48	1.0162	0.3143	1.0162	1.0081
No log	0.7042	50	1.0220	0.3023	1.0220	1.0110
No log	0.7324	52	1.0499	0.2572	1.0499	1.0246
No log	0.7606	54	1.0188	0.2740	1.0188	1.0094
No log	0.7887	56	1.1161	0.2938	1.1161	1.0565
No log	0.8169	58	1.1649	0.2767	1.1649	1.0793
No log	0.8451	60	1.0800	0.3464	1.0800	1.0392
No log	0.8732	62	1.1814	0.2747	1.1814	1.0869
No log	0.9014	64	1.1896	0.2417	1.1896	1.0907
No log	0.9296	66	1.0823	0.3930	1.0823	1.0403
No log	0.9577	68	1.0077	0.3427	1.0077	1.0038
No log	0.9859	70	1.0199	0.4186	1.0199	1.0099
No log	1.0141	72	1.2676	0.2568	1.2676	1.1259
No log	1.0423	74	1.2532	0.2370	1.2532	1.1194
No log	1.0704	76	0.9587	0.4846	0.9587	0.9791
No log	1.0986	78	1.0693	0.3835	1.0693	1.0341
No log	1.1268	80	1.0852	0.3882	1.0851	1.0417
No log	1.1549	82	0.8853	0.4213	0.8853	0.9409
No log	1.1831	84	1.0283	0.3478	1.0283	1.0140
No log	1.2113	86	1.3991	0.2543	1.3991	1.1829
No log	1.2394	88	1.4076	0.1628	1.4076	1.1864
No log	1.2676	90	1.1773	0.1570	1.1773	1.0850
No log	1.2958	92	0.9215	0.4105	0.9215	0.9600
No log	1.3239	94	0.9426	0.3088	0.9426	0.9709
No log	1.3521	96	1.1017	0.1977	1.1017	1.0496
No log	1.3803	98	1.1170	0.2294	1.1170	1.0569
No log	1.4085	100	0.9715	0.2448	0.9715	0.9857
No log	1.4366	102	0.7995	0.4741	0.7995	0.8941
No log	1.4648	104	0.7320	0.5388	0.7320	0.8556
No log	1.4930	106	0.7486	0.5235	0.7486	0.8652
No log	1.5211	108	0.7732	0.4923	0.7732	0.8793
No log	1.5493	110	0.8601	0.3815	0.8601	0.9274
No log	1.5775	112	1.0004	0.4220	1.0004	1.0002
No log	1.6056	114	0.9146	0.4093	0.9146	0.9564
No log	1.6338	116	0.8169	0.5484	0.8169	0.9038
No log	1.6620	118	0.9565	0.5118	0.9565	0.9780
No log	1.6901	120	0.9009	0.4637	0.9009	0.9491
No log	1.7183	122	0.8459	0.4030	0.8459	0.9197
No log	1.7465	124	0.8522	0.4289	0.8522	0.9231
No log	1.7746	126	0.8924	0.4830	0.8924	0.9447
No log	1.8028	128	0.9797	0.4410	0.9797	0.9898
No log	1.8310	130	1.0895	0.4497	1.0895	1.0438
No log	1.8592	132	1.0081	0.4594	1.0081	1.0041
No log	1.8873	134	0.8332	0.5355	0.8332	0.9128
No log	1.9155	136	0.7986	0.4838	0.7986	0.8936
No log	1.9437	138	0.8238	0.5926	0.8238	0.9077
No log	1.9718	140	0.7741	0.4203	0.7741	0.8798
No log	2.0	142	0.7862	0.4862	0.7862	0.8867
No log	2.0282	144	0.8388	0.4241	0.8388	0.9159
No log	2.0563	146	0.8416	0.4710	0.8416	0.9174
No log	2.0845	148	0.7849	0.5516	0.7849	0.8859
No log	2.1127	150	0.7536	0.5016	0.7536	0.8681
No log	2.1408	152	0.7414	0.5516	0.7414	0.8610
No log	2.1690	154	0.7960	0.4880	0.7960	0.8922
No log	2.1972	156	0.8213	0.4916	0.8213	0.9063
No log	2.2254	158	0.7881	0.4893	0.7881	0.8878
No log	2.2535	160	0.7489	0.5084	0.7489	0.8654
No log	2.2817	162	0.7278	0.4516	0.7278	0.8531
No log	2.3099	164	0.7372	0.5073	0.7372	0.8586
No log	2.3380	166	0.8178	0.5024	0.8178	0.9043
No log	2.3662	168	0.7515	0.4826	0.7515	0.8669
No log	2.3944	170	0.7581	0.5208	0.7581	0.8707
No log	2.4225	172	0.8363	0.4708	0.8363	0.9145
No log	2.4507	174	0.8283	0.4708	0.8283	0.9101
No log	2.4789	176	0.7716	0.5425	0.7716	0.8784
No log	2.5070	178	0.7671	0.5714	0.7671	0.8759
No log	2.5352	180	0.8829	0.4630	0.8829	0.9396
No log	2.5634	182	0.8663	0.4508	0.8663	0.9307
No log	2.5915	184	0.7507	0.5635	0.7507	0.8664
No log	2.6197	186	0.7418	0.4485	0.7418	0.8613
No log	2.6479	188	0.7373	0.4762	0.7373	0.8587
No log	2.6761	190	0.7688	0.5966	0.7688	0.8768
No log	2.7042	192	0.7850	0.5759	0.7850	0.8860
No log	2.7324	194	0.8046	0.5010	0.8046	0.8970
No log	2.7606	196	0.7635	0.5160	0.7635	0.8738
No log	2.7887	198	0.7953	0.4952	0.7953	0.8918
No log	2.8169	200	0.7770	0.5786	0.7770	0.8815
No log	2.8451	202	0.7766	0.5536	0.7766	0.8812
No log	2.8732	204	0.9265	0.4762	0.9265	0.9625
No log	2.9014	206	0.9044	0.4957	0.9044	0.9510
No log	2.9296	208	0.7496	0.4143	0.7496	0.8658
No log	2.9577	210	0.7265	0.4746	0.7265	0.8523
No log	2.9859	212	0.7393	0.5315	0.7393	0.8598
No log	3.0141	214	0.9990	0.4574	0.9990	0.9995
No log	3.0423	216	1.2523	0.3209	1.2523	1.1191
No log	3.0704	218	1.0761	0.4977	1.0761	1.0373
No log	3.0986	220	0.7926	0.5139	0.7926	0.8903
No log	3.1268	222	0.7541	0.5548	0.7541	0.8684
No log	3.1549	224	0.7360	0.5536	0.7360	0.8579
No log	3.1831	226	0.7507	0.5107	0.7507	0.8664
No log	3.2113	228	0.7891	0.5322	0.7891	0.8883
No log	3.2394	230	0.7460	0.5198	0.7460	0.8637
No log	3.2676	232	0.7354	0.5068	0.7354	0.8575
No log	3.2958	234	0.7368	0.5602	0.7368	0.8584
No log	3.3239	236	0.7393	0.5393	0.7393	0.8598
No log	3.3521	238	0.7447	0.5044	0.7447	0.8630
No log	3.3803	240	0.7506	0.5287	0.7506	0.8664
No log	3.4085	242	0.8435	0.5223	0.8435	0.9184
No log	3.4366	244	0.8797	0.5236	0.8797	0.9379
No log	3.4648	246	0.7996	0.4889	0.7996	0.8942
No log	3.4930	248	0.7342	0.4882	0.7342	0.8568
No log	3.5211	250	0.8268	0.5154	0.8268	0.9093
No log	3.5493	252	0.8285	0.4681	0.8285	0.9102
No log	3.5775	254	0.7466	0.4468	0.7466	0.8641
No log	3.6056	256	0.7624	0.4312	0.7624	0.8732
No log	3.6338	258	0.9403	0.4942	0.9403	0.9697
No log	3.6620	260	0.9598	0.5160	0.9598	0.9797
No log	3.6901	262	0.8057	0.4550	0.8057	0.8976
No log	3.7183	264	0.7106	0.4898	0.7106	0.8430
No log	3.7465	266	0.8240	0.5219	0.8240	0.9078
No log	3.7746	268	0.8657	0.4681	0.8657	0.9304
No log	3.8028	270	0.8123	0.5241	0.8123	0.9013
No log	3.8310	272	0.7158	0.5686	0.7158	0.8460
No log	3.8592	274	0.7106	0.4370	0.7106	0.8430
No log	3.8873	276	0.7554	0.5335	0.7554	0.8692
No log	3.9155	278	0.8107	0.5345	0.8107	0.9004
No log	3.9437	280	0.7796	0.5345	0.7796	0.8830
No log	3.9718	282	0.7151	0.5554	0.7151	0.8457
No log	4.0	284	0.7183	0.5554	0.7183	0.8475
No log	4.0282	286	0.7465	0.5435	0.7465	0.8640
No log	4.0563	288	0.7253	0.5446	0.7253	0.8516
No log	4.0845	290	0.7220	0.5435	0.7220	0.8497
No log	4.1127	292	0.9022	0.5249	0.9022	0.9498
No log	4.1408	294	1.0126	0.5272	1.0126	1.0063
No log	4.1690	296	0.8727	0.5249	0.8727	0.9342
No log	4.1972	298	0.7563	0.5017	0.7563	0.8697
No log	4.2254	300	0.6676	0.5274	0.6676	0.8170
No log	4.2535	302	0.6656	0.5640	0.6656	0.8159
No log	4.2817	304	0.6747	0.5063	0.6747	0.8214
No log	4.3099	306	0.7189	0.5222	0.7189	0.8479
No log	4.3380	308	0.7597	0.5335	0.7597	0.8716
No log	4.3662	310	0.7181	0.5222	0.7181	0.8474
No log	4.3944	312	0.6985	0.4498	0.6985	0.8358
No log	4.4225	314	0.7182	0.5222	0.7182	0.8475
No log	4.4507	316	0.8325	0.5749	0.8325	0.9124
No log	4.4789	318	0.7973	0.5443	0.7973	0.8929
No log	4.5070	320	0.7171	0.5188	0.7171	0.8468
No log	4.5352	322	0.7205	0.5534	0.7205	0.8488
No log	4.5634	324	0.7277	0.5567	0.7277	0.8530
No log	4.5915	326	0.7545	0.5211	0.7545	0.8686
No log	4.6197	328	0.7779	0.5435	0.7779	0.8820
No log	4.6479	330	0.7569	0.4763	0.7569	0.8700
No log	4.6761	332	0.7323	0.4707	0.7323	0.8558
No log	4.7042	334	0.7392	0.4573	0.7392	0.8597
No log	4.7324	336	0.7730	0.4164	0.7730	0.8792
No log	4.7606	338	0.7527	0.48	0.7527	0.8676
No log	4.7887	340	0.7414	0.4355	0.7414	0.8610
No log	4.8169	342	0.7548	0.4498	0.7548	0.8688
No log	4.8451	344	0.7770	0.3856	0.7770	0.8815
No log	4.8732	346	0.8056	0.375	0.8056	0.8976
No log	4.9014	348	0.7782	0.4450	0.7782	0.8822
No log	4.9296	350	0.7280	0.4138	0.7280	0.8532
No log	4.9577	352	0.6968	0.4626	0.6968	0.8347
No log	4.9859	354	0.7009	0.4659	0.7009	0.8372
No log	5.0141	356	0.7034	0.4295	0.7034	0.8387
No log	5.0423	358	0.6893	0.4642	0.6893	0.8302
No log	5.0704	360	0.6828	0.5011	0.6828	0.8263
No log	5.0986	362	0.6837	0.5161	0.6837	0.8269
No log	5.1268	364	0.7015	0.4829	0.7015	0.8376
No log	5.1549	366	0.6943	0.4813	0.6943	0.8332
No log	5.1831	368	0.6639	0.5019	0.6639	0.8148
No log	5.2113	370	0.6954	0.4713	0.6954	0.8339
No log	5.2394	372	0.6979	0.5610	0.6979	0.8354
No log	5.2676	374	0.6624	0.5232	0.6624	0.8139
No log	5.2958	376	0.6993	0.5085	0.6993	0.8363
No log	5.3239	378	0.7323	0.5530	0.7323	0.8557
No log	5.3521	380	0.7454	0.5329	0.7454	0.8634
No log	5.3803	382	0.7226	0.4767	0.7226	0.8501
No log	5.4085	384	0.7779	0.4455	0.7779	0.8820
No log	5.4366	386	0.8508	0.5561	0.8508	0.9224
No log	5.4648	388	0.8324	0.5561	0.8324	0.9124
No log	5.4930	390	0.7575	0.4579	0.7575	0.8703
No log	5.5211	392	0.7032	0.5011	0.7032	0.8386
No log	5.5493	394	0.7229	0.4675	0.7229	0.8502
No log	5.5775	396	0.7406	0.5111	0.7406	0.8606
No log	5.6056	398	0.7200	0.4977	0.7200	0.8485
No log	5.6338	400	0.6803	0.5273	0.6803	0.8248
No log	5.6620	402	0.7042	0.4713	0.7042	0.8392
No log	5.6901	404	0.7008	0.4309	0.7008	0.8371
No log	5.7183	406	0.6802	0.4606	0.6802	0.8247
No log	5.7465	408	0.7014	0.5199	0.7014	0.8375
No log	5.7746	410	0.8011	0.5246	0.8011	0.8950
No log	5.8028	412	0.8185	0.5246	0.8185	0.9047
No log	5.8310	414	0.7625	0.5111	0.7625	0.8732
No log	5.8592	416	0.7121	0.4914	0.7121	0.8439
No log	5.8873	418	0.6906	0.5131	0.6906	0.8310
No log	5.9155	420	0.6828	0.5305	0.6828	0.8263
No log	5.9437	422	0.6746	0.5333	0.6746	0.8213
No log	5.9718	424	0.6676	0.4980	0.6676	0.8171
No log	6.0	426	0.6516	0.5302	0.6516	0.8072
No log	6.0282	428	0.6834	0.6322	0.6834	0.8267
No log	6.0563	430	0.8757	0.5172	0.8757	0.9358
No log	6.0845	432	0.9275	0.4191	0.9275	0.9631
No log	6.1127	434	0.8503	0.5172	0.8503	0.9221
No log	6.1408	436	0.7145	0.5571	0.7145	0.8453
No log	6.1690	438	0.6500	0.5887	0.6500	0.8062
No log	6.1972	440	0.6288	0.5876	0.6288	0.7930
No log	6.2254	442	0.6137	0.6078	0.6137	0.7834
No log	6.2535	444	0.6108	0.5638	0.6108	0.7815
No log	6.2817	446	0.6262	0.5542	0.6262	0.7913
No log	6.3099	448	0.6589	0.6032	0.6589	0.8117
No log	6.3380	450	0.6932	0.5601	0.6932	0.8326
No log	6.3662	452	0.7056	0.5242	0.7056	0.8400
No log	6.3944	454	0.6731	0.5359	0.6731	0.8204
No log	6.4225	456	0.6338	0.4826	0.6338	0.7961
No log	6.4507	458	0.6481	0.5554	0.6481	0.8050
No log	6.4789	460	0.6922	0.5451	0.6922	0.8320
No log	6.5070	462	0.7543	0.5659	0.7543	0.8685
No log	6.5352	464	0.7540	0.5335	0.7540	0.8683
No log	6.5634	466	0.6882	0.5649	0.6882	0.8296
No log	6.5915	468	0.6741	0.5648	0.6741	0.8210
No log	6.6197	470	0.6788	0.5084	0.6788	0.8239
No log	6.6479	472	0.6829	0.5149	0.6829	0.8264
No log	6.6761	474	0.6939	0.5183	0.6939	0.8330
No log	6.7042	476	0.6804	0.5165	0.6804	0.8248
No log	6.7324	478	0.6858	0.5349	0.6858	0.8281
No log	6.7606	480	0.6868	0.5671	0.6868	0.8288
No log	6.7887	482	0.7008	0.5081	0.7008	0.8371
No log	6.8169	484	0.7498	0.5451	0.7498	0.8659
No log	6.8451	486	0.7641	0.5005	0.7641	0.8741
No log	6.8732	488	0.7257	0.4817	0.7257	0.8519
No log	6.9014	490	0.6957	0.5165	0.6957	0.8341
No log	6.9296	492	0.6864	0.5686	0.6864	0.8285
No log	6.9577	494	0.6741	0.5949	0.6741	0.8210
No log	6.9859	496	0.6734	0.5153	0.6734	0.8206
No log	7.0141	498	0.6825	0.5026	0.6825	0.8261
0.3326	7.0423	500	0.6947	0.4230	0.6947	0.8335
0.3326	7.0704	502	0.7000	0.4355	0.7000	0.8367
0.3326	7.0986	504	0.7006	0.4750	0.7006	0.8370
0.3326	7.1268	506	0.7020	0.4750	0.7020	0.8378
0.3326	7.1549	508	0.7179	0.4608	0.7179	0.8473
0.3326	7.1831	510	0.7442	0.4851	0.7442	0.8626
0.3326	7.2113	512	0.7609	0.4579	0.7609	0.8723
0.3326	7.2394	514	0.7425	0.4173	0.7425	0.8617
0.3326	7.2676	516	0.7264	0.4606	0.7264	0.8523
0.3326	7.2958	518	0.7474	0.4384	0.7474	0.8645
0.3326	7.3239	520	0.7601	0.4384	0.7601	0.8718
0.3326	7.3521	522	0.7241	0.4783	0.7241	0.8509
0.3326	7.3803	524	0.7210	0.4731	0.7210	0.8491
0.3326	7.4085	526	0.7525	0.4958	0.7525	0.8675
0.3326	7.4366	528	0.7323	0.5098	0.7323	0.8557
0.3326	7.4648	530	0.6948	0.5025	0.6948	0.8336
0.3326	7.4930	532	0.6929	0.5287	0.6929	0.8324
0.3326	7.5211	534	0.6943	0.5396	0.6943	0.8332
0.3326	7.5493	536	0.6924	0.5603	0.6924	0.8321
0.3326	7.5775	538	0.6871	0.5603	0.6871	0.8289
0.3326	7.6056	540	0.6819	0.5603	0.6819	0.8257
0.3326	7.6338	542	0.6704	0.5603	0.6704	0.8188
0.3326	7.6620	544	0.6540	0.5856	0.6540	0.8087
0.3326	7.6901	546	0.6459	0.5522	0.6459	0.8037
0.3326	7.7183	548	0.6286	0.5405	0.6286	0.7928
0.3326	7.7465	550	0.6291	0.5302	0.6291	0.7931
0.3326	7.7746	552	0.6435	0.6228	0.6435	0.8022
0.3326	7.8028	554	0.6392	0.6205	0.6392	0.7995
0.3326	7.8310	556	0.6320	0.6135	0.6320	0.7950
0.3326	7.8592	558	0.6729	0.5541	0.6729	0.8203
0.3326	7.8873	560	0.6697	0.5541	0.6697	0.8183
0.3326	7.9155	562	0.6909	0.5642	0.6909	0.8312
0.3326	7.9437	564	0.6545	0.5432	0.6545	0.8090
0.3326	7.9718	566	0.6267	0.6402	0.6267	0.7916
0.3326	8.0	568	0.6434	0.6298	0.6434	0.8021
0.3326	8.0282	570	0.6708	0.5987	0.6708	0.8190
0.3326	8.0563	572	0.7571	0.5157	0.7571	0.8701
0.3326	8.0845	574	0.7770	0.5056	0.7770	0.8815
0.3326	8.1127	576	0.6834	0.6120	0.6834	0.8267
0.3326	8.1408	578	0.6204	0.6312	0.6204	0.7877
0.3326	8.1690	580	0.6411	0.5993	0.6411	0.8007
0.3326	8.1972	582	0.7014	0.5583	0.7014	0.8375
0.3326	8.2254	584	0.7637	0.5479	0.7637	0.8739
0.3326	8.2535	586	0.7259	0.5479	0.7259	0.8520
0.3326	8.2817	588	0.6513	0.5561	0.6513	0.8071
0.3326	8.3099	590	0.6068	0.5735	0.6068	0.7790
0.3326	8.3380	592	0.6005	0.6087	0.6005	0.7749
0.3326	8.3662	594	0.6401	0.5977	0.6401	0.8001
0.3326	8.3944	596	0.7310	0.5458	0.7310	0.8550
0.3326	8.4225	598	0.7784	0.5260	0.7784	0.8822
0.3326	8.4507	600	0.7232	0.5135	0.7232	0.8504
0.3326	8.4789	602	0.6716	0.5738	0.6716	0.8195
0.3326	8.5070	604	0.6246	0.6572	0.6246	0.7903
0.3326	8.5352	606	0.6156	0.5759	0.6156	0.7846
0.3326	8.5634	608	0.6343	0.5783	0.6343	0.7964
0.3326	8.5915	610	0.6901	0.5672	0.6901	0.8307
0.3326	8.6197	612	0.7173	0.5125	0.7173	0.8469
0.3326	8.6479	614	0.6907	0.5441	0.6907	0.8311
0.3326	8.6761	616	0.6839	0.5199	0.6839	0.8270
0.3326	8.7042	618	0.6832	0.5199	0.6832	0.8266
0.3326	8.7324	620	0.6917	0.5329	0.6917	0.8317
0.3326	8.7606	622	0.7278	0.5131	0.7278	0.8531
0.3326	8.7887	624	0.7410	0.5364	0.7410	0.8608
0.3326	8.8169	626	0.6947	0.5674	0.6947	0.8335
0.3326	8.8451	628	0.6626	0.5152	0.6626	0.8140
0.3326	8.8732	630	0.6884	0.5438	0.6884	0.8297
0.3326	8.9014	632	0.6861	0.5246	0.6861	0.8283
0.3326	8.9296	634	0.6707	0.5069	0.6707	0.8190
0.3326	8.9577	636	0.6792	0.5542	0.6792	0.8242
0.3326	8.9859	638	0.6807	0.5315	0.6807	0.8251
0.3326	9.0141	640	0.6814	0.5171	0.6814	0.8255
0.3326	9.0423	642	0.6808	0.5288	0.6808	0.8251
0.3326	9.0704	644	0.6832	0.5188	0.6832	0.8265
0.3326	9.0986	646	0.6984	0.5315	0.6984	0.8357
0.3326	9.1268	648	0.7191	0.5084	0.7191	0.8480
0.3326	9.1549	650	0.7316	0.4841	0.7316	0.8554
0.3326	9.1831	652	0.7188	0.4533	0.7188	0.8478
0.3326	9.2113	654	0.7075	0.4516	0.7075	0.8412
0.3326	9.2394	656	0.6905	0.4516	0.6905	0.8310
0.3326	9.2676	658	0.6823	0.5069	0.6823	0.8260
0.3326	9.2958	660	0.6872	0.5081	0.6872	0.8290
0.3326	9.3239	662	0.6997	0.5324	0.6997	0.8365
0.3326	9.3521	664	0.6823	0.5089	0.6823	0.8260
0.3326	9.3803	666	0.6837	0.5089	0.6837	0.8269
0.3326	9.4085	668	0.6878	0.5102	0.6878	0.8293
0.3326	9.4366	670	0.6816	0.5554	0.6816	0.8256
0.3326	9.4648	672	0.6778	0.5315	0.6778	0.8233
0.3326	9.4930	674	0.6770	0.4914	0.6770	0.8228
0.3326	9.5211	676	0.6839	0.5125	0.6839	0.8270
0.3326	9.5493	678	0.6850	0.5125	0.6850	0.8277
0.3326	9.5775	680	0.6924	0.5210	0.6924	0.8321
0.3326	9.6056	682	0.6822	0.4914	0.6822	0.8259
0.3326	9.6338	684	0.6910	0.4813	0.6910	0.8312
0.3326	9.6620	686	0.7006	0.4813	0.7006	0.8370
0.3326	9.6901	688	0.6995	0.4516	0.6995	0.8363
0.3326	9.7183	690	0.6984	0.4373	0.6984	0.8357
0.3326	9.7465	692	0.7027	0.4373	0.7027	0.8383
0.3326	9.7746	694	0.6964	0.4659	0.6964	0.8345
0.3326	9.8028	696	0.7170	0.4551	0.7170	0.8468
0.3326	9.8310	698	0.7423	0.5233	0.7423	0.8616
0.3326	9.8592	700	0.7455	0.5234	0.7455	0.8634
0.3326	9.8873	702	0.7209	0.5103	0.7209	0.8490
0.3326	9.9155	704	0.7049	0.4797	0.7049	0.8396
0.3326	9.9437	706	0.7053	0.5165	0.7053	0.8398
0.3326	9.9718	708	0.7122	0.4797	0.7122	0.8439
0.3326	10.0	710	0.7183	0.4675	0.7183	0.8475
0.3326	10.0282	712	0.7227	0.4692	0.7227	0.8501
0.3326	10.0563	714	0.7325	0.4692	0.7325	0.8558
0.3326	10.0845	716	0.7275	0.4810	0.7275	0.8529
0.3326	10.1127	718	0.7022	0.4929	0.7022	0.8380
0.3326	10.1408	720	0.7099	0.5103	0.7099	0.8426
0.3326	10.1690	722	0.7083	0.5236	0.7083	0.8416
0.3326	10.1972	724	0.7061	0.5383	0.7061	0.8403
0.3326	10.2254	726	0.7557	0.5323	0.7557	0.8693
0.3326	10.2535	728	0.8628	0.4969	0.8628	0.9289
0.3326	10.2817	730	0.8649	0.4654	0.8649	0.9300
0.3326	10.3099	732	0.7854	0.4299	0.7854	0.8862
0.3326	10.3380	734	0.7249	0.4797	0.7249	0.8514
0.3326	10.3662	736	0.7417	0.4300	0.7417	0.8612
0.3326	10.3944	738	0.7823	0.4697	0.7823	0.8845
0.3326	10.4225	740	0.7766	0.5763	0.7766	0.8812
0.3326	10.4507	742	0.7374	0.4858	0.7374	0.8587
0.3326	10.4789	744	0.7188	0.4807	0.7188	0.8478
0.3326	10.5070	746	0.7371	0.5427	0.7371	0.8586
0.3326	10.5352	748	0.7371	0.5312	0.7371	0.8585
0.3326	10.5634	750	0.7222	0.4807	0.7222	0.8498
0.3326	10.5915	752	0.7242	0.4995	0.7242	0.8510
0.3326	10.6197	754	0.7128	0.4995	0.7128	0.8443
0.3326	10.6479	756	0.6949	0.5026	0.6949	0.8336
0.3326	10.6761	758	0.6880	0.5165	0.6880	0.8295
0.3326	10.7042	760	0.6840	0.4892	0.6840	0.8270
0.3326	10.7324	762	0.6814	0.4892	0.6814	0.8255
0.3326	10.7606	764	0.6763	0.4892	0.6763	0.8224
0.3326	10.7887	766	0.6709	0.5035	0.6709	0.8191
0.3326	10.8169	768	0.6712	0.4909	0.6712	0.8193
0.3326	10.8451	770	0.6600	0.4909	0.6600	0.8124
0.3326	10.8732	772	0.6636	0.5183	0.6636	0.8146
0.3326	10.9014	774	0.6769	0.5542	0.6769	0.8228
0.3326	10.9296	776	0.6775	0.5542	0.6775	0.8231
0.3326	10.9577	778	0.6704	0.5748	0.6704	0.8188
0.3326	10.9859	780	0.6624	0.5950	0.6624	0.8139
0.3326	11.0141	782	0.6779	0.5357	0.6779	0.8233
0.3326	11.0423	784	0.6844	0.5131	0.6844	0.8273
0.3326	11.0704	786	0.6804	0.5302	0.6804	0.8249
0.3326	11.0986	788	0.6811	0.5771	0.6811	0.8253
0.3326	11.1268	790	0.6877	0.5446	0.6877	0.8293
0.3326	11.1549	792	0.6878	0.5450	0.6878	0.8294
0.3326	11.1831	794	0.6780	0.5302	0.6780	0.8234
0.3326	11.2113	796	0.6833	0.4767	0.6833	0.8266
0.3326	11.2394	798	0.6987	0.4767	0.6987	0.8359
0.3326	11.2676	800	0.7054	0.4211	0.7054	0.8399
0.3326	11.2958	802	0.6933	0.4624	0.6933	0.8327
0.3326	11.3239	804	0.6755	0.4781	0.6755	0.8219
0.3326	11.3521	806	0.7025	0.5782	0.7025	0.8382
0.3326	11.3803	808	0.7220	0.5560	0.7220	0.8497
0.3326	11.4085	810	0.7019	0.5782	0.7019	0.8378
0.3326	11.4366	812	0.6797	0.5197	0.6797	0.8244
0.3326	11.4648	814	0.6721	0.5302	0.6721	0.8198
0.3326	11.4930	816	0.6750	0.5302	0.6750	0.8216
0.3326	11.5211	818	0.6830	0.5063	0.6830	0.8264
0.3326	11.5493	820	0.7017	0.5555	0.7017	0.8377
0.3326	11.5775	822	0.7064	0.5063	0.7064	0.8405
0.3326	11.6056	824	0.7201	0.4355	0.7201	0.8486
0.3326	11.6338	826	0.7661	0.4211	0.7661	0.8753
0.3326	11.6620	828	0.7792	0.4211	0.7792	0.8827
0.3326	11.6901	830	0.7893	0.4192	0.7893	0.8884
0.3326	11.7183	832	0.7729	0.4067	0.7729	0.8791
0.3326	11.7465	834	0.7650	0.4067	0.7650	0.8746

Framework versions

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