ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_task2_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: 0.8474
• Qwk: 0.4570
• Mse: 0.8474
• Rmse: 0.9205

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	0.0294	2	4.3801	0.0163	4.3801	2.0929
No log	0.0588	4	2.3695	0.0920	2.3695	1.5393
No log	0.0882	6	1.5153	0.0372	1.5153	1.2310
No log	0.1176	8	1.1594	0.2509	1.1594	1.0767
No log	0.1471	10	1.2308	0.0671	1.2308	1.1094
No log	0.1765	12	1.2713	0.1480	1.2713	1.1275
No log	0.2059	14	1.2875	0.0847	1.2875	1.1347
No log	0.2353	16	1.2865	0.1176	1.2865	1.1342
No log	0.2647	18	1.3016	0.1853	1.3016	1.1409
No log	0.2941	20	1.1811	0.2673	1.1811	1.0868
No log	0.3235	22	1.1568	0.1655	1.1568	1.0755
No log	0.3529	24	1.0599	0.4019	1.0599	1.0295
No log	0.3824	26	1.0503	0.3308	1.0503	1.0249
No log	0.4118	28	0.9648	0.4280	0.9648	0.9823
No log	0.4412	30	1.2063	0.2690	1.2063	1.0983
No log	0.4706	32	1.2963	0.3025	1.2963	1.1386
No log	0.5	34	0.9526	0.3852	0.9526	0.9760
No log	0.5294	36	0.8644	0.4998	0.8644	0.9297
No log	0.5588	38	0.8753	0.5320	0.8753	0.9356
No log	0.5882	40	0.8067	0.4771	0.8067	0.8981
No log	0.6176	42	1.2540	0.3310	1.2540	1.1198
No log	0.6471	44	1.6993	0.2944	1.6993	1.3036
No log	0.6765	46	1.5351	0.2641	1.5351	1.2390
No log	0.7059	48	0.9503	0.4629	0.9503	0.9748
No log	0.7353	50	0.8892	0.4503	0.8892	0.9430
No log	0.7647	52	0.9138	0.4503	0.9138	0.9559
No log	0.7941	54	0.9695	0.4033	0.9695	0.9847
No log	0.8235	56	0.9075	0.5397	0.9075	0.9526
No log	0.8529	58	1.0743	0.3941	1.0743	1.0365
No log	0.8824	60	1.0148	0.5051	1.0148	1.0074
No log	0.9118	62	1.0901	0.3925	1.0901	1.0441
No log	0.9412	64	1.2378	0.4616	1.2378	1.1126
No log	0.9706	66	1.1210	0.4283	1.1210	1.0588
No log	1.0	68	1.1827	0.4493	1.1827	1.0875
No log	1.0294	70	1.0409	0.5146	1.0409	1.0202
No log	1.0588	72	0.9893	0.4972	0.9893	0.9946
No log	1.0882	74	0.9055	0.5187	0.9055	0.9516
No log	1.1176	76	0.9343	0.5290	0.9343	0.9666
No log	1.1471	78	0.8622	0.5251	0.8622	0.9285
No log	1.1765	80	0.8119	0.5980	0.8119	0.9010
No log	1.2059	82	0.8261	0.5337	0.8261	0.9089
No log	1.2353	84	0.8923	0.5203	0.8923	0.9446
No log	1.2647	86	0.8948	0.5203	0.8948	0.9459
No log	1.2941	88	0.8147	0.5246	0.8147	0.9026
No log	1.3235	90	0.8042	0.5946	0.8042	0.8968
No log	1.3529	92	0.8401	0.5229	0.8401	0.9166
No log	1.3824	94	0.8616	0.5482	0.8616	0.9282
No log	1.4118	96	0.8471	0.5229	0.8471	0.9204
No log	1.4412	98	0.8449	0.5657	0.8449	0.9192
No log	1.4706	100	0.9154	0.5659	0.9154	0.9568
No log	1.5	102	0.9456	0.5273	0.9456	0.9724
No log	1.5294	104	0.8773	0.5350	0.8773	0.9366
No log	1.5588	106	0.9429	0.4834	0.9429	0.9710
No log	1.5882	108	0.9860	0.4855	0.9860	0.9930
No log	1.6176	110	0.8856	0.5143	0.8856	0.9410
No log	1.6471	112	0.9456	0.5706	0.9456	0.9724
No log	1.6765	114	1.1449	0.5201	1.1449	1.0700
No log	1.7059	116	1.1972	0.5229	1.1972	1.0942
No log	1.7353	118	0.9447	0.5540	0.9447	0.9720
No log	1.7647	120	0.8628	0.5703	0.8628	0.9289
No log	1.7941	122	0.9927	0.4269	0.9927	0.9964
No log	1.8235	124	0.8649	0.4991	0.8649	0.9300
No log	1.8529	126	0.8097	0.4995	0.8097	0.8998
No log	1.8824	128	0.8630	0.5690	0.8630	0.9290
No log	1.9118	130	0.8175	0.5690	0.8175	0.9041
No log	1.9412	132	0.7580	0.5420	0.7580	0.8706
No log	1.9706	134	0.9733	0.4921	0.9733	0.9866
No log	2.0	136	1.1231	0.4786	1.1231	1.0598
No log	2.0294	138	0.9618	0.5380	0.9618	0.9807
No log	2.0588	140	0.7740	0.5244	0.7740	0.8797
No log	2.0882	142	0.8278	0.5700	0.8278	0.9098
No log	2.1176	144	0.8550	0.5977	0.8550	0.9246
No log	2.1471	146	0.8318	0.5922	0.8318	0.9120
No log	2.1765	148	0.8330	0.5469	0.8330	0.9127
No log	2.2059	150	0.8478	0.4925	0.8478	0.9208
No log	2.2353	152	0.8442	0.5294	0.8442	0.9188
No log	2.2647	154	0.8365	0.5621	0.8365	0.9146
No log	2.2941	156	0.8440	0.5775	0.8440	0.9187
No log	2.3235	158	0.8482	0.6012	0.8482	0.9210
No log	2.3529	160	0.7801	0.5806	0.7801	0.8832
No log	2.3824	162	0.7660	0.5756	0.7660	0.8752
No log	2.4118	164	0.7825	0.5861	0.7825	0.8846
No log	2.4412	166	0.7689	0.5866	0.7689	0.8769
No log	2.4706	168	0.7761	0.5489	0.7761	0.8810
No log	2.5	170	0.7338	0.5905	0.7338	0.8566
No log	2.5294	172	0.7067	0.5392	0.7067	0.8406
No log	2.5588	174	0.7217	0.5756	0.7217	0.8495
No log	2.5882	176	0.8107	0.5353	0.8107	0.9004
No log	2.6176	178	0.7998	0.5077	0.7998	0.8943
No log	2.6471	180	0.7476	0.4686	0.7476	0.8646
No log	2.6765	182	0.7501	0.4578	0.7501	0.8661
No log	2.7059	184	0.7116	0.4926	0.7116	0.8436
No log	2.7353	186	0.7209	0.6064	0.7209	0.8491
No log	2.7647	188	0.8992	0.6159	0.8992	0.9483
No log	2.7941	190	0.9451	0.6303	0.9451	0.9721
No log	2.8235	192	0.8843	0.6303	0.8843	0.9404
No log	2.8529	194	0.7340	0.6209	0.7340	0.8568
No log	2.8824	196	0.7194	0.5410	0.7194	0.8482
No log	2.9118	198	0.7260	0.5766	0.7260	0.8521
No log	2.9412	200	0.7331	0.5966	0.7331	0.8562
No log	2.9706	202	0.7288	0.6029	0.7288	0.8537
No log	3.0	204	0.7370	0.5557	0.7370	0.8585
No log	3.0294	206	0.7321	0.5607	0.7321	0.8556
No log	3.0588	208	0.7403	0.5382	0.7403	0.8604
No log	3.0882	210	0.7105	0.6141	0.7105	0.8429
No log	3.1176	212	0.7410	0.5648	0.7410	0.8608
No log	3.1471	214	0.7668	0.5009	0.7668	0.8757
No log	3.1765	216	0.9072	0.4537	0.9072	0.9525
No log	3.2059	218	0.8909	0.4283	0.8909	0.9439
No log	3.2353	220	0.8561	0.5022	0.8561	0.9253
No log	3.2647	222	0.7726	0.5763	0.7726	0.8790
No log	3.2941	224	0.8104	0.5256	0.8104	0.9002
No log	3.3235	226	0.8160	0.5684	0.8160	0.9033
No log	3.3529	228	0.8114	0.5260	0.8114	0.9008
No log	3.3824	230	0.8283	0.5684	0.8283	0.9101
No log	3.4118	232	0.8617	0.5695	0.8617	0.9283
No log	3.4412	234	1.0066	0.4681	1.0066	1.0033
No log	3.4706	236	1.1353	0.4516	1.1353	1.0655
No log	3.5	238	1.0343	0.5052	1.0343	1.0170
No log	3.5294	240	0.8486	0.5806	0.8486	0.9212
No log	3.5588	242	0.8420	0.5149	0.8420	0.9176
No log	3.5882	244	0.8915	0.4309	0.8915	0.9442
No log	3.6176	246	0.8717	0.5261	0.8717	0.9337
No log	3.6471	248	0.8548	0.5667	0.8548	0.9245
No log	3.6765	250	0.8823	0.5774	0.8823	0.9393
No log	3.7059	252	0.8558	0.5881	0.8558	0.9251
No log	3.7353	254	0.8215	0.5525	0.8215	0.9063
No log	3.7647	256	0.8247	0.5635	0.8247	0.9081
No log	3.7941	258	0.8202	0.5370	0.8202	0.9056
No log	3.8235	260	0.8130	0.5205	0.8130	0.9017
No log	3.8529	262	0.8113	0.5196	0.8113	0.9007
No log	3.8824	264	0.8108	0.5232	0.8108	0.9004
No log	3.9118	266	0.8101	0.4792	0.8101	0.9001
No log	3.9412	268	0.8118	0.4803	0.8118	0.9010
No log	3.9706	270	0.8148	0.5195	0.8148	0.9027
No log	4.0	272	0.8311	0.4494	0.8311	0.9117
No log	4.0294	274	0.8288	0.4737	0.8288	0.9104
No log	4.0588	276	0.8175	0.5553	0.8175	0.9042
No log	4.0882	278	0.8806	0.5430	0.8806	0.9384
No log	4.1176	280	0.9019	0.4372	0.9019	0.9497
No log	4.1471	282	0.9300	0.4426	0.9300	0.9644
No log	4.1765	284	0.8705	0.3975	0.8705	0.9330
No log	4.2059	286	0.8305	0.4563	0.8305	0.9113
No log	4.2353	288	0.8100	0.4397	0.8100	0.9000
No log	4.2647	290	0.7726	0.5107	0.7726	0.8790
No log	4.2941	292	0.7351	0.6019	0.7351	0.8574
No log	4.3235	294	0.7306	0.5923	0.7306	0.8547
No log	4.3529	296	0.7810	0.5981	0.7810	0.8837
No log	4.3824	298	0.7927	0.5934	0.7927	0.8904
No log	4.4118	300	0.7419	0.5851	0.7419	0.8613
No log	4.4412	302	0.7500	0.5746	0.7500	0.8660
No log	4.4706	304	0.7333	0.5885	0.7333	0.8563
No log	4.5	306	0.7275	0.5956	0.7275	0.8529
No log	4.5294	308	0.7452	0.5304	0.7452	0.8632
No log	4.5588	310	0.7556	0.5304	0.7556	0.8693
No log	4.5882	312	0.7943	0.4893	0.7943	0.8912
No log	4.6176	314	0.7804	0.5042	0.7804	0.8834
No log	4.6471	316	0.8354	0.5272	0.8354	0.9140
No log	4.6765	318	0.8598	0.5157	0.8598	0.9272
No log	4.7059	320	0.8863	0.5014	0.8863	0.9415
No log	4.7353	322	0.8499	0.4970	0.8499	0.9219
No log	4.7647	324	0.8151	0.4377	0.8151	0.9029
No log	4.7941	326	0.8290	0.4515	0.8290	0.9105
No log	4.8235	328	0.8778	0.4646	0.8778	0.9369
No log	4.8529	330	0.8949	0.4898	0.8949	0.9460
No log	4.8824	332	0.8713	0.5391	0.8713	0.9334
No log	4.9118	334	0.8262	0.4734	0.8262	0.9089
No log	4.9412	336	0.7975	0.4908	0.7975	0.8930
No log	4.9706	338	0.7986	0.4724	0.7986	0.8937
No log	5.0	340	0.7807	0.4920	0.7807	0.8836
No log	5.0294	342	0.8086	0.5648	0.8086	0.8992
No log	5.0588	344	0.9033	0.5536	0.9033	0.9504
No log	5.0882	346	1.0590	0.5199	1.0590	1.0291
No log	5.1176	348	1.1021	0.5091	1.1021	1.0498
No log	5.1471	350	0.9093	0.5548	0.9093	0.9536
No log	5.1765	352	0.7503	0.6129	0.7503	0.8662
No log	5.2059	354	0.7675	0.5022	0.7675	0.8761
No log	5.2353	356	0.7961	0.5366	0.7961	0.8923
No log	5.2647	358	0.7310	0.5263	0.7310	0.8550
No log	5.2941	360	0.7189	0.5766	0.7189	0.8479
No log	5.3235	362	0.7178	0.5718	0.7178	0.8472
No log	5.3529	364	0.7328	0.6140	0.7328	0.8560
No log	5.3824	366	0.7253	0.6235	0.7253	0.8516
No log	5.4118	368	0.7189	0.6266	0.7189	0.8479
No log	5.4412	370	0.6930	0.6154	0.6930	0.8325
No log	5.4706	372	0.7581	0.5455	0.7581	0.8707
No log	5.5	374	0.8872	0.4415	0.8872	0.9419
No log	5.5294	376	0.8275	0.4415	0.8275	0.9097
No log	5.5588	378	0.7021	0.5984	0.7021	0.8379
No log	5.5882	380	0.7743	0.5940	0.7743	0.8799
No log	5.6176	382	1.0112	0.5335	1.0112	1.0056
No log	5.6471	384	1.0372	0.5312	1.0372	1.0184
No log	5.6765	386	0.9085	0.5526	0.9085	0.9531
No log	5.7059	388	0.7926	0.5447	0.7926	0.8903
No log	5.7353	390	0.7486	0.5732	0.7486	0.8652
No log	5.7647	392	0.8081	0.4439	0.8081	0.8989
No log	5.7941	394	0.8673	0.4733	0.8673	0.9313
No log	5.8235	396	0.8094	0.4563	0.8094	0.8997
No log	5.8529	398	0.7410	0.5429	0.7410	0.8608
No log	5.8824	400	0.7392	0.6711	0.7392	0.8597
No log	5.9118	402	0.7448	0.6355	0.7448	0.8630
No log	5.9412	404	0.7160	0.6383	0.7160	0.8462
No log	5.9706	406	0.7471	0.5837	0.7471	0.8644
No log	6.0	408	0.8253	0.4415	0.8253	0.9084
No log	6.0294	410	0.7906	0.5431	0.7906	0.8892
No log	6.0588	412	0.7130	0.6249	0.7130	0.8444
No log	6.0882	414	0.7532	0.5731	0.7532	0.8679
No log	6.1176	416	0.7751	0.5673	0.7751	0.8804
No log	6.1471	418	0.7815	0.5521	0.7815	0.8840
No log	6.1765	420	0.7659	0.5477	0.7659	0.8751
No log	6.2059	422	0.7568	0.5648	0.7568	0.8699
No log	6.2353	424	0.7593	0.5787	0.7593	0.8714
No log	6.2647	426	0.7985	0.5069	0.7985	0.8936
No log	6.2941	428	0.7791	0.5759	0.7791	0.8827
No log	6.3235	430	0.7667	0.5681	0.7667	0.8756
No log	6.3529	432	0.8580	0.5682	0.8580	0.9263
No log	6.3824	434	0.9700	0.4906	0.9700	0.9849
No log	6.4118	436	0.9480	0.4817	0.9480	0.9736
No log	6.4412	438	0.8875	0.4028	0.8875	0.9421
No log	6.4706	440	0.8056	0.4385	0.8056	0.8975
No log	6.5	442	0.7668	0.4960	0.7668	0.8757
No log	6.5294	444	0.7589	0.5357	0.7589	0.8712
No log	6.5588	446	0.7404	0.5508	0.7404	0.8605
No log	6.5882	448	0.7283	0.5408	0.7283	0.8534
No log	6.6176	450	0.7579	0.5979	0.7579	0.8706
No log	6.6471	452	0.8547	0.6362	0.8547	0.9245
No log	6.6765	454	0.8992	0.5969	0.8992	0.9483
No log	6.7059	456	0.8715	0.5926	0.8715	0.9336
No log	6.7353	458	0.8399	0.5624	0.8399	0.9165
No log	6.7647	460	0.8388	0.5470	0.8388	0.9158
No log	6.7941	462	0.8315	0.5700	0.8315	0.9119
No log	6.8235	464	0.7886	0.5569	0.7886	0.8880
No log	6.8529	466	0.7672	0.4331	0.7672	0.8759
No log	6.8824	468	0.8484	0.4755	0.8484	0.9211
No log	6.9118	470	0.8563	0.4755	0.8563	0.9254
No log	6.9412	472	0.7919	0.4752	0.7919	0.8899
No log	6.9706	474	0.7491	0.5741	0.7491	0.8655
No log	7.0	476	0.7807	0.5291	0.7807	0.8836
No log	7.0294	478	0.8198	0.5585	0.8198	0.9054
No log	7.0588	480	0.7970	0.5451	0.7970	0.8928
No log	7.0882	482	0.7825	0.5125	0.7825	0.8846
No log	7.1176	484	0.7932	0.5061	0.7932	0.8906
No log	7.1471	486	0.7877	0.4960	0.7877	0.8875
No log	7.1765	488	0.7768	0.5308	0.7768	0.8814
No log	7.2059	490	0.7854	0.5519	0.7854	0.8862
No log	7.2353	492	0.7698	0.5610	0.7698	0.8774
No log	7.2647	494	0.7549	0.6064	0.7549	0.8689
No log	7.2941	496	0.7448	0.5370	0.7448	0.8630
No log	7.3235	498	0.7632	0.5132	0.7632	0.8736
0.3004	7.3529	500	0.7677	0.4898	0.7677	0.8762
0.3004	7.3824	502	0.7719	0.5283	0.7719	0.8786
0.3004	7.4118	504	0.7950	0.5279	0.7950	0.8916
0.3004	7.4412	506	0.8760	0.5430	0.8760	0.9360
0.3004	7.4706	508	0.9294	0.5301	0.9294	0.9640
0.3004	7.5	510	0.9032	0.5578	0.9032	0.9504
0.3004	7.5294	512	0.7933	0.5698	0.7933	0.8906
0.3004	7.5588	514	0.7548	0.5294	0.7548	0.8688
0.3004	7.5882	516	0.7814	0.5161	0.7814	0.8840
0.3004	7.6176	518	0.7732	0.5144	0.7732	0.8793
0.3004	7.6471	520	0.7621	0.5307	0.7621	0.8730
0.3004	7.6765	522	0.7654	0.5648	0.7654	0.8749
0.3004	7.7059	524	0.7994	0.5868	0.7994	0.8941
0.3004	7.7353	526	0.8878	0.5145	0.8878	0.9422
0.3004	7.7647	528	0.9118	0.5145	0.9118	0.9549
0.3004	7.7941	530	0.8809	0.5176	0.8809	0.9386
0.3004	7.8235	532	0.8030	0.5662	0.8030	0.8961
0.3004	7.8529	534	0.7810	0.5387	0.7810	0.8837
0.3004	7.8824	536	0.8126	0.4730	0.8126	0.9014
0.3004	7.9118	538	0.8003	0.4815	0.8003	0.8946
0.3004	7.9412	540	0.7875	0.5381	0.7875	0.8874
0.3004	7.9706	542	0.8155	0.5352	0.8155	0.9031
0.3004	8.0	544	0.8890	0.5473	0.8890	0.9428
0.3004	8.0294	546	0.9125	0.5430	0.9125	0.9553
0.3004	8.0588	548	0.8966	0.5649	0.8966	0.9469
0.3004	8.0882	550	0.8660	0.5700	0.8660	0.9306
0.3004	8.1176	552	0.8293	0.5267	0.8293	0.9107
0.3004	8.1471	554	0.8287	0.5315	0.8287	0.9103
0.3004	8.1765	556	0.8327	0.5073	0.8327	0.9125
0.3004	8.2059	558	0.8496	0.5248	0.8496	0.9217
0.3004	8.2353	560	0.8849	0.5291	0.8849	0.9407
0.3004	8.2647	562	0.8964	0.5136	0.8964	0.9468
0.3004	8.2941	564	0.8826	0.4934	0.8826	0.9395
0.3004	8.3235	566	0.8906	0.5136	0.8906	0.9437
0.3004	8.3529	568	0.8932	0.5102	0.8932	0.9451
0.3004	8.3824	570	0.9047	0.4956	0.9047	0.9511
0.3004	8.4118	572	0.9499	0.5515	0.9499	0.9747
0.3004	8.4412	574	0.9697	0.5068	0.9697	0.9847
0.3004	8.4706	576	0.8982	0.4956	0.8982	0.9477
0.3004	8.5	578	0.8373	0.5451	0.8373	0.9150
0.3004	8.5294	580	0.8347	0.5474	0.8347	0.9136
0.3004	8.5588	582	0.8323	0.5474	0.8323	0.9123
0.3004	8.5882	584	0.8658	0.5175	0.8658	0.9305
0.3004	8.6176	586	0.8839	0.5333	0.8839	0.9402
0.3004	8.6471	588	0.8635	0.5537	0.8635	0.9292
0.3004	8.6765	590	0.8072	0.5352	0.8072	0.8985
0.3004	8.7059	592	0.8026	0.5028	0.8026	0.8959
0.3004	8.7353	594	0.8249	0.4757	0.8249	0.9082
0.3004	8.7647	596	0.8672	0.5396	0.8672	0.9312
0.3004	8.7941	598	0.8435	0.4820	0.8435	0.9184
0.3004	8.8235	600	0.8043	0.4734	0.8043	0.8968
0.3004	8.8529	602	0.7873	0.5345	0.7873	0.8873
0.3004	8.8824	604	0.8025	0.5700	0.8025	0.8958
0.3004	8.9118	606	0.8155	0.5380	0.8155	0.9030
0.3004	8.9412	608	0.8383	0.5561	0.8383	0.9156
0.3004	8.9706	610	0.8152	0.6066	0.8152	0.9029
0.3004	9.0	612	0.8490	0.5871	0.8490	0.9214
0.3004	9.0294	614	0.9381	0.5772	0.9381	0.9685
0.3004	9.0588	616	1.0016	0.5591	1.0016	1.0008
0.3004	9.0882	618	0.9601	0.5294	0.9601	0.9799
0.3004	9.1176	620	0.8844	0.4969	0.8844	0.9404
0.3004	9.1471	622	0.8224	0.5408	0.8224	0.9069
0.3004	9.1765	624	0.7931	0.5556	0.7931	0.8906
0.3004	9.2059	626	0.7912	0.5683	0.7912	0.8895
0.3004	9.2353	628	0.8172	0.5779	0.8172	0.9040
0.3004	9.2647	630	0.9046	0.5980	0.9046	0.9511
0.3004	9.2941	632	1.0309	0.5748	1.0309	1.0153
0.3004	9.3235	634	1.0412	0.5547	1.0412	1.0204
0.3004	9.3529	636	0.9473	0.5661	0.9473	0.9733
0.3004	9.3824	638	0.8469	0.4927	0.8469	0.9203
0.3004	9.4118	640	0.7996	0.5777	0.7996	0.8942
0.3004	9.4412	642	0.7946	0.5596	0.7946	0.8914
0.3004	9.4706	644	0.7956	0.5596	0.7956	0.8920
0.3004	9.5	646	0.8000	0.5474	0.8000	0.8944
0.3004	9.5294	648	0.8156	0.5331	0.8156	0.9031
0.3004	9.5588	650	0.8316	0.5175	0.8316	0.9119
0.3004	9.5882	652	0.8471	0.5339	0.8471	0.9204
0.3004	9.6176	654	0.8355	0.5291	0.8355	0.9141
0.3004	9.6471	656	0.8121	0.5545	0.8121	0.9011
0.3004	9.6765	658	0.8054	0.5267	0.8054	0.8975
0.3004	9.7059	660	0.8067	0.5437	0.8067	0.8981
0.3004	9.7353	662	0.7888	0.5596	0.7888	0.8881
0.3004	9.7647	664	0.7965	0.5607	0.7965	0.8925
0.3004	9.7941	666	0.8341	0.4806	0.8341	0.9133
0.3004	9.8235	668	0.8113	0.4993	0.8113	0.9007
0.3004	9.8529	670	0.7881	0.5137	0.7881	0.8877
0.3004	9.8824	672	0.8101	0.5543	0.8101	0.9000
0.3004	9.9118	674	0.8962	0.5313	0.8962	0.9467
0.3004	9.9412	676	0.9596	0.5465	0.9596	0.9796
0.3004	9.9706	678	0.9873	0.5529	0.9873	0.9936
0.3004	10.0	680	0.9340	0.5287	0.9340	0.9665
0.3004	10.0294	682	0.8665	0.4983	0.8665	0.9309
0.3004	10.0588	684	0.8217	0.5094	0.8217	0.9065
0.3004	10.0882	686	0.8038	0.5553	0.8038	0.8965
0.3004	10.1176	688	0.7994	0.5922	0.7994	0.8941
0.3004	10.1471	690	0.8239	0.6110	0.8239	0.9077
0.3004	10.1765	692	0.8601	0.5887	0.8601	0.9274
0.3004	10.2059	694	0.8522	0.5887	0.8522	0.9231
0.3004	10.2353	696	0.8171	0.5928	0.8171	0.9039
0.3004	10.2647	698	0.7982	0.5963	0.7982	0.8934
0.3004	10.2941	700	0.8024	0.5635	0.8024	0.8958
0.3004	10.3235	702	0.8328	0.5365	0.8328	0.9126
0.3004	10.3529	704	0.8404	0.5202	0.8404	0.9167
0.3004	10.3824	706	0.8218	0.5202	0.8218	0.9065
0.3004	10.4118	708	0.8128	0.5521	0.8128	0.9015
0.3004	10.4412	710	0.8095	0.5587	0.8095	0.8997
0.3004	10.4706	712	0.7822	0.5484	0.7822	0.8844
0.3004	10.5	714	0.7669	0.5260	0.7669	0.8758
0.3004	10.5294	716	0.7625	0.5376	0.7625	0.8732
0.3004	10.5588	718	0.7566	0.6097	0.7566	0.8698
0.3004	10.5882	720	0.7772	0.5586	0.7772	0.8816
0.3004	10.6176	722	0.8242	0.5537	0.8242	0.9079
0.3004	10.6471	724	0.8319	0.5359	0.8319	0.9121
0.3004	10.6765	726	0.8318	0.5147	0.8318	0.9120
0.3004	10.7059	728	0.8058	0.5380	0.8058	0.8976
0.3004	10.7353	730	0.7904	0.5380	0.7904	0.8891
0.3004	10.7647	732	0.7666	0.5521	0.7666	0.8756
0.3004	10.7941	734	0.7671	0.5722	0.7671	0.8759
0.3004	10.8235	736	0.7826	0.5671	0.7826	0.8846
0.3004	10.8529	738	0.7723	0.5482	0.7723	0.8788
0.3004	10.8824	740	0.7669	0.5482	0.7669	0.8757
0.3004	10.9118	742	0.7958	0.5892	0.7958	0.8921
0.3004	10.9412	744	0.8252	0.5871	0.8252	0.9084
0.3004	10.9706	746	0.8365	0.5708	0.8365	0.9146
0.3004	11.0	748	0.8153	0.5733	0.8153	0.9030
0.3004	11.0294	750	0.7898	0.5759	0.7898	0.8887
0.3004	11.0588	752	0.7766	0.5759	0.7766	0.8812
0.3004	11.0882	754	0.7754	0.5759	0.7754	0.8805
0.3004	11.1176	756	0.7789	0.5733	0.7789	0.8825
0.3004	11.1471	758	0.7355	0.6120	0.7355	0.8576
0.3004	11.1765	760	0.7035	0.5439	0.7035	0.8387
0.3004	11.2059	762	0.7177	0.5672	0.7177	0.8472
0.3004	11.2353	764	0.7115	0.5672	0.7115	0.8435
0.3004	11.2647	766	0.6968	0.5843	0.6968	0.8348
0.3004	11.2941	768	0.6940	0.5559	0.6940	0.8330
0.3004	11.3235	770	0.6902	0.6006	0.6902	0.8308
0.3004	11.3529	772	0.6723	0.6205	0.6723	0.8199
0.3004	11.3824	774	0.6887	0.6266	0.6887	0.8299
0.3004	11.4118	776	0.7273	0.6266	0.7273	0.8528
0.3004	11.4412	778	0.7511	0.6120	0.7511	0.8666
0.3004	11.4706	780	0.7511	0.6097	0.7511	0.8667
0.3004	11.5	782	0.7459	0.5528	0.7459	0.8637
0.3004	11.5294	784	0.7409	0.5556	0.7409	0.8607
0.3004	11.5588	786	0.7488	0.5557	0.7488	0.8653
0.3004	11.5882	788	0.7516	0.5556	0.7516	0.8669
0.3004	11.6176	790	0.7646	0.5507	0.7646	0.8744
0.3004	11.6471	792	0.8009	0.5248	0.8009	0.8949
0.3004	11.6765	794	0.8159	0.5411	0.8159	0.9032
0.3004	11.7059	796	0.8303	0.5783	0.8303	0.9112
0.3004	11.7353	798	0.8345	0.5411	0.8345	0.9135
0.3004	11.7647	800	0.8189	0.5547	0.8189	0.9050
0.3004	11.7941	802	0.8212	0.5380	0.8212	0.9062
0.3004	11.8235	804	0.8259	0.5308	0.8259	0.9088
0.3004	11.8529	806	0.8211	0.5431	0.8211	0.9062
0.3004	11.8824	808	0.8321	0.5403	0.8321	0.9122
0.3004	11.9118	810	0.8574	0.4764	0.8574	0.9259
0.3004	11.9412	812	0.9119	0.5313	0.9119	0.9549
0.3004	11.9706	814	0.8968	0.5313	0.8968	0.9470
0.3004	12.0	816	0.8433	0.5447	0.8433	0.9183
0.3004	12.0294	818	0.8041	0.5781	0.8041	0.8967
0.3004	12.0588	820	0.7933	0.5781	0.7933	0.8907
0.3004	12.0882	822	0.7828	0.5125	0.7828	0.8848
0.3004	12.1176	824	0.7862	0.4801	0.7862	0.8867
0.3004	12.1471	826	0.7918	0.4898	0.7918	0.8898
0.3004	12.1765	828	0.8016	0.5426	0.8016	0.8953
0.3004	12.2059	830	0.8140	0.5718	0.8140	0.9022
0.3004	12.2353	832	0.8505	0.5543	0.8505	0.9222
0.3004	12.2647	834	0.9126	0.5702	0.9126	0.9553
0.3004	12.2941	836	0.9715	0.4958	0.9715	0.9856
0.3004	12.3235	838	0.9301	0.5625	0.9301	0.9644
0.3004	12.3529	840	0.8656	0.5585	0.8656	0.9304
0.3004	12.3824	842	0.8271	0.5331	0.8271	0.9094
0.3004	12.4118	844	0.8011	0.5688	0.8011	0.8951
0.3004	12.4412	846	0.7865	0.5688	0.7865	0.8869
0.3004	12.4706	848	0.7793	0.5661	0.7793	0.8828
0.3004	12.5	850	0.7925	0.5661	0.7925	0.8902
0.3004	12.5294	852	0.7953	0.5661	0.7953	0.8918
0.3004	12.5588	854	0.7722	0.5661	0.7722	0.8788
0.3004	12.5882	856	0.7649	0.5622	0.7649	0.8746
0.3004	12.6176	858	0.7754	0.5622	0.7754	0.8806
0.3004	12.6471	860	0.7738	0.5579	0.7738	0.8796
0.3004	12.6765	862	0.7729	0.5434	0.7729	0.8791
0.3004	12.7059	864	0.7709	0.5434	0.7709	0.8780
0.3004	12.7353	866	0.7798	0.5322	0.7798	0.8831
0.3004	12.7647	868	0.7918	0.5154	0.7918	0.8899
0.3004	12.7941	870	0.8611	0.5320	0.8611	0.9280
0.3004	12.8235	872	0.9446	0.5150	0.9446	0.9719
0.3004	12.8529	874	0.9480	0.4973	0.9480	0.9736
0.3004	12.8824	876	0.8904	0.5294	0.8904	0.9436
0.3004	12.9118	878	0.8169	0.5090	0.8169	0.9038
0.3004	12.9412	880	0.7660	0.5648	0.7660	0.8752
0.3004	12.9706	882	0.7590	0.5463	0.7590	0.8712
0.3004	13.0	884	0.7920	0.5304	0.7920	0.8899
0.3004	13.0294	886	0.7954	0.5287	0.7954	0.8919
0.3004	13.0588	888	0.7662	0.5410	0.7662	0.8753
0.3004	13.0882	890	0.7781	0.5253	0.7781	0.8821
0.3004	13.1176	892	0.8515	0.5211	0.8515	0.9227
0.3004	13.1471	894	0.9466	0.4552	0.9466	0.9729
0.3004	13.1765	896	1.0585	0.4298	1.0585	1.0288
0.3004	13.2059	898	1.1153	0.4482	1.1153	1.0561
0.3004	13.2353	900	1.0684	0.4106	1.0684	1.0337
0.3004	13.2647	902	0.9488	0.5056	0.9488	0.9741
0.3004	13.2941	904	0.8235	0.5545	0.8235	0.9075
0.3004	13.3235	906	0.7915	0.5766	0.7915	0.8897
0.3004	13.3529	908	0.7905	0.5796	0.7905	0.8891
0.3004	13.3824	910	0.7990	0.5796	0.7990	0.8939
0.3004	13.4118	912	0.8077	0.5916	0.8077	0.8987
0.3004	13.4412	914	0.8129	0.5916	0.8129	0.9016
0.3004	13.4706	916	0.8279	0.5607	0.8279	0.9099
0.3004	13.5	918	0.8227	0.5633	0.8227	0.9070
0.3004	13.5294	920	0.8089	0.5455	0.8089	0.8994
0.3004	13.5588	922	0.8137	0.5455	0.8137	0.9021
0.3004	13.5882	924	0.8187	0.5061	0.8187	0.9048
0.3004	13.6176	926	0.8199	0.4504	0.8199	0.9055
0.3004	13.6471	928	0.8230	0.4157	0.8230	0.9072
0.3004	13.6765	930	0.8295	0.4157	0.8295	0.9108
0.3004	13.7059	932	0.8354	0.4299	0.8354	0.9140
0.3004	13.7353	934	0.8474	0.4570	0.8474	0.9205

Framework versions

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