ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_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: 0.6687
• Qwk: 0.4731
• Mse: 0.6687
• Rmse: 0.8177

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	0.0323	2	4.0337	-0.0092	4.0337	2.0084
No log	0.0645	4	2.2580	0.0454	2.2580	1.5027
No log	0.0968	6	2.0295	0.0247	2.0295	1.4246
No log	0.1290	8	1.8653	0.0536	1.8653	1.3658
No log	0.1613	10	1.1751	0.0849	1.1751	1.0840
No log	0.1935	12	1.0444	0.2265	1.0444	1.0220
No log	0.2258	14	1.0533	0.1101	1.0533	1.0263
No log	0.2581	16	1.1016	0.1644	1.1016	1.0496
No log	0.2903	18	1.0641	0.1685	1.0641	1.0316
No log	0.3226	20	1.0084	0.1629	1.0084	1.0042
No log	0.3548	22	1.0239	0.2135	1.0239	1.0119
No log	0.3871	24	0.9831	0.2214	0.9831	0.9915
No log	0.4194	26	1.1295	0.1641	1.1295	1.0628
No log	0.4516	28	1.1734	0.0761	1.1734	1.0832
No log	0.4839	30	1.1108	0.1389	1.1108	1.0539
No log	0.5161	32	1.2501	0.1317	1.2501	1.1181
No log	0.5484	34	1.2869	0.1317	1.2869	1.1344
No log	0.5806	36	1.2481	0.1317	1.2481	1.1172
No log	0.6129	38	1.4354	0.1573	1.4354	1.1981
No log	0.6452	40	1.8255	0.2137	1.8255	1.3511
No log	0.6774	42	1.6563	0.2019	1.6563	1.2870
No log	0.7097	44	1.3019	0.1228	1.3019	1.1410
No log	0.7419	46	0.9122	0.4109	0.9122	0.9551
No log	0.7742	48	0.8363	0.4371	0.8363	0.9145
No log	0.8065	50	0.8884	0.4035	0.8884	0.9425
No log	0.8387	52	0.9362	0.3695	0.9362	0.9676
No log	0.8710	54	0.9284	0.3695	0.9284	0.9635
No log	0.9032	56	0.9145	0.4813	0.9145	0.9563
No log	0.9355	58	0.9128	0.3762	0.9128	0.9554
No log	0.9677	60	0.9484	0.2991	0.9484	0.9739
No log	1.0	62	0.9957	0.2870	0.9957	0.9979
No log	1.0323	64	0.9654	0.2956	0.9654	0.9826
No log	1.0645	66	1.0248	0.3579	1.0248	1.0123
No log	1.0968	68	1.0467	0.3261	1.0467	1.0231
No log	1.1290	70	1.1475	0.4076	1.1475	1.0712
No log	1.1613	72	1.2292	0.3789	1.2292	1.1087
No log	1.1935	74	1.4182	0.3205	1.4182	1.1909
No log	1.2258	76	1.8099	0.2089	1.8099	1.3453
No log	1.2581	78	1.5902	0.2451	1.5902	1.2610
No log	1.2903	80	1.1578	0.3452	1.1578	1.0760
No log	1.3226	82	1.1127	0.3881	1.1127	1.0549
No log	1.3548	84	1.1265	0.3624	1.1265	1.0614
No log	1.3871	86	1.2349	0.3941	1.2349	1.1113
No log	1.4194	88	1.0269	0.4325	1.0269	1.0134
No log	1.4516	90	0.8385	0.4350	0.8385	0.9157
No log	1.4839	92	0.7818	0.4261	0.7818	0.8842
No log	1.5161	94	0.7838	0.4381	0.7838	0.8853
No log	1.5484	96	0.8590	0.3902	0.8590	0.9268
No log	1.5806	98	0.9004	0.3864	0.9004	0.9489
No log	1.6129	100	0.8114	0.3959	0.8114	0.9008
No log	1.6452	102	0.9333	0.3127	0.9333	0.9661
No log	1.6774	104	0.8902	0.4444	0.8902	0.9435
No log	1.7097	106	0.8432	0.3338	0.8432	0.9182
No log	1.7419	108	0.8815	0.3409	0.8815	0.9389
No log	1.7742	110	0.7848	0.4643	0.7848	0.8859
No log	1.8065	112	0.7718	0.5197	0.7718	0.8785
No log	1.8387	114	0.7416	0.4540	0.7416	0.8612
No log	1.8710	116	0.7196	0.5142	0.7196	0.8483
No log	1.9032	118	0.7228	0.4659	0.7228	0.8502
No log	1.9355	120	0.8927	0.3655	0.8927	0.9448
No log	1.9677	122	0.8692	0.3655	0.8692	0.9323
No log	2.0	124	0.7494	0.3557	0.7494	0.8657
No log	2.0323	126	0.7097	0.5259	0.7097	0.8425
No log	2.0645	128	0.7516	0.5751	0.7516	0.8670
No log	2.0968	130	0.7094	0.5627	0.7094	0.8423
No log	2.1290	132	0.7042	0.5495	0.7042	0.8391
No log	2.1613	134	0.6739	0.5503	0.6739	0.8209
No log	2.1935	136	0.6814	0.5850	0.6814	0.8255
No log	2.2258	138	0.7448	0.4940	0.7448	0.8630
No log	2.2581	140	0.7224	0.5292	0.7224	0.8499
No log	2.2903	142	0.6795	0.5921	0.6795	0.8243
No log	2.3226	144	0.6848	0.5577	0.6848	0.8275
No log	2.3548	146	0.7251	0.5217	0.7251	0.8515
No log	2.3871	148	0.7855	0.5128	0.7855	0.8863
No log	2.4194	150	0.7699	0.5667	0.7699	0.8774
No log	2.4516	152	0.7709	0.5659	0.7709	0.8780
No log	2.4839	154	0.7916	0.5659	0.7916	0.8897
No log	2.5161	156	0.7760	0.5659	0.7760	0.8809
No log	2.5484	158	0.6829	0.6017	0.6829	0.8264
No log	2.5806	160	0.6736	0.6017	0.6736	0.8207
No log	2.6129	162	0.7575	0.5759	0.7575	0.8703
No log	2.6452	164	0.8128	0.4740	0.8128	0.9016
No log	2.6774	166	0.6702	0.5568	0.6702	0.8186
No log	2.7097	168	0.6598	0.5795	0.6598	0.8123
No log	2.7419	170	0.6691	0.5804	0.6691	0.8180
No log	2.7742	172	0.7091	0.5946	0.7091	0.8421
No log	2.8065	174	0.6692	0.6354	0.6692	0.8180
No log	2.8387	176	0.7331	0.5944	0.7331	0.8562
No log	2.8710	178	0.7446	0.5983	0.7446	0.8629
No log	2.9032	180	0.7081	0.6009	0.7081	0.8415
No log	2.9355	182	0.7840	0.5023	0.7840	0.8854
No log	2.9677	184	0.7031	0.5828	0.7031	0.8385
No log	3.0	186	0.6997	0.5955	0.6997	0.8365
No log	3.0323	188	0.7064	0.5040	0.7064	0.8405
No log	3.0645	190	0.7016	0.4211	0.7016	0.8376
No log	3.0968	192	0.7078	0.5500	0.7078	0.8413
No log	3.1290	194	0.7736	0.5311	0.7736	0.8795
No log	3.1613	196	0.7650	0.5311	0.7650	0.8746
No log	3.1935	198	0.7470	0.4630	0.7470	0.8643
No log	3.2258	200	0.7927	0.5527	0.7927	0.8904
No log	3.2581	202	0.7388	0.4563	0.7388	0.8596
No log	3.2903	204	0.8733	0.4593	0.8733	0.9345
No log	3.3226	206	0.8800	0.4834	0.8800	0.9381
No log	3.3548	208	0.7463	0.4767	0.7463	0.8639
No log	3.3871	210	0.6910	0.4867	0.6910	0.8313
No log	3.4194	212	0.7170	0.5292	0.7170	0.8468
No log	3.4516	214	0.6566	0.5408	0.6566	0.8103
No log	3.4839	216	0.7129	0.5242	0.7129	0.8443
No log	3.5161	218	0.8152	0.4823	0.8152	0.9029
No log	3.5484	220	0.7622	0.4782	0.7622	0.8731
No log	3.5806	222	0.6649	0.5656	0.6649	0.8154
No log	3.6129	224	0.6797	0.5686	0.6797	0.8244
No log	3.6452	226	0.7357	0.5279	0.7357	0.8577
No log	3.6774	228	0.6765	0.5905	0.6765	0.8225
No log	3.7097	230	0.6706	0.5313	0.6706	0.8189
No log	3.7419	232	0.7954	0.4841	0.7954	0.8919
No log	3.7742	234	0.7534	0.5873	0.7534	0.8680
No log	3.8065	236	0.6833	0.5419	0.6833	0.8266
No log	3.8387	238	0.6980	0.5688	0.6980	0.8355
No log	3.8710	240	0.6978	0.4919	0.6978	0.8354
No log	3.9032	242	0.7617	0.4588	0.7617	0.8727
No log	3.9355	244	0.7466	0.4951	0.7466	0.8641
No log	3.9677	246	0.7073	0.5057	0.7073	0.8410
No log	4.0	248	0.6791	0.5057	0.6791	0.8241
No log	4.0323	250	0.6759	0.5810	0.6759	0.8221
No log	4.0645	252	0.6760	0.5810	0.6760	0.8222
No log	4.0968	254	0.6790	0.5018	0.6790	0.8240
No log	4.1290	256	0.6713	0.48	0.6713	0.8193
No log	4.1613	258	0.6946	0.5098	0.6946	0.8334
No log	4.1935	260	0.6693	0.5098	0.6693	0.8181
No log	4.2258	262	0.6463	0.5536	0.6463	0.8039
No log	4.2581	264	0.6676	0.6003	0.6676	0.8171
No log	4.2903	266	0.6667	0.5640	0.6667	0.8165
No log	4.3226	268	0.6796	0.5042	0.6796	0.8244
No log	4.3548	270	0.7039	0.3902	0.7039	0.8390
No log	4.3871	272	0.7175	0.3736	0.7175	0.8470
No log	4.4194	274	0.6991	0.4192	0.6991	0.8361
No log	4.4516	276	0.7039	0.4697	0.7039	0.8390
No log	4.4839	278	0.7996	0.5435	0.7996	0.8942
No log	4.5161	280	0.8069	0.5420	0.8069	0.8983
No log	4.5484	282	0.7287	0.5686	0.7287	0.8536
No log	4.5806	284	0.6540	0.6241	0.6540	0.8087
No log	4.6129	286	0.6443	0.6241	0.6443	0.8027
No log	4.6452	288	0.6841	0.5751	0.6841	0.8271
No log	4.6774	290	0.6550	0.5593	0.6550	0.8093
No log	4.7097	292	0.6238	0.5446	0.6238	0.7898
No log	4.7419	294	0.7925	0.4831	0.7925	0.8902
No log	4.7742	296	0.7863	0.4831	0.7863	0.8867
No log	4.8065	298	0.6462	0.6384	0.6462	0.8039
No log	4.8387	300	0.6291	0.5783	0.6291	0.7932
No log	4.8710	302	0.6353	0.5783	0.6353	0.7970
No log	4.9032	304	0.6690	0.5902	0.6690	0.8179
No log	4.9355	306	0.6807	0.5902	0.6807	0.8251
No log	4.9677	308	0.6578	0.5530	0.6578	0.8111
No log	5.0	310	0.6862	0.5231	0.6862	0.8284
No log	5.0323	312	0.6945	0.4851	0.6945	0.8334
No log	5.0645	314	0.7267	0.4154	0.7267	0.8525
No log	5.0968	316	0.7221	0.3753	0.7221	0.8497
No log	5.1290	318	0.7284	0.4813	0.7284	0.8534
No log	5.1613	320	0.7411	0.4841	0.7411	0.8608
No log	5.1935	322	0.7276	0.4493	0.7276	0.8530
No log	5.2258	324	0.7219	0.4493	0.7219	0.8496
No log	5.2581	326	0.7145	0.4892	0.7145	0.8453
No log	5.2903	328	0.7244	0.4450	0.7244	0.8511
No log	5.3226	330	0.7396	0.4576	0.7396	0.8600
No log	5.3548	332	0.7071	0.4892	0.7071	0.8409
No log	5.3871	334	0.7425	0.4817	0.7425	0.8617
No log	5.4194	336	0.7599	0.4547	0.7599	0.8717
No log	5.4516	338	0.7269	0.4909	0.7269	0.8526
No log	5.4839	340	0.7071	0.4767	0.7071	0.8409
No log	5.5161	342	0.6879	0.4783	0.6879	0.8294
No log	5.5484	344	0.7600	0.5339	0.7600	0.8718
No log	5.5806	346	0.7712	0.5351	0.7712	0.8782
No log	5.6129	348	0.6725	0.5823	0.6725	0.8201
No log	5.6452	350	0.6595	0.5419	0.6595	0.8121
No log	5.6774	352	0.6795	0.5662	0.6795	0.8243
No log	5.7097	354	0.7875	0.4828	0.7875	0.8874
No log	5.7419	356	0.7772	0.5036	0.7772	0.8816
No log	5.7742	358	0.7036	0.5560	0.7036	0.8388
No log	5.8065	360	0.7059	0.5593	0.7059	0.8402
No log	5.8387	362	0.7584	0.5493	0.7584	0.8709
No log	5.8710	364	0.8078	0.5271	0.8078	0.8988
No log	5.9032	366	0.8256	0.5170	0.8256	0.9086
No log	5.9355	368	0.7631	0.5360	0.7631	0.8736
No log	5.9677	370	0.6917	0.5665	0.6917	0.8317
No log	6.0	372	0.6701	0.5548	0.6701	0.8186
No log	6.0323	374	0.7344	0.5860	0.7344	0.8570
No log	6.0645	376	0.7259	0.5665	0.7259	0.8520
No log	6.0968	378	0.7190	0.5665	0.7190	0.8480
No log	6.1290	380	0.7071	0.5665	0.7071	0.8409
No log	6.1613	382	0.6777	0.5993	0.6777	0.8232
No log	6.1935	384	0.6332	0.5662	0.6332	0.7957
No log	6.2258	386	0.6385	0.5672	0.6385	0.7991
No log	6.2581	388	0.6400	0.5302	0.6400	0.8000
No log	6.2903	390	0.6958	0.5190	0.6958	0.8341
No log	6.3226	392	0.7197	0.4433	0.7197	0.8483
No log	6.3548	394	0.7196	0.4154	0.7196	0.8483
No log	6.3871	396	0.6953	0.3922	0.6953	0.8339
No log	6.4194	398	0.6971	0.3922	0.6971	0.8349
No log	6.4516	400	0.6990	0.3777	0.6990	0.8361
No log	6.4839	402	0.6857	0.3922	0.6857	0.8281
No log	6.5161	404	0.6829	0.4223	0.6829	0.8264
No log	6.5484	406	0.6566	0.5042	0.6566	0.8103
No log	6.5806	408	0.6452	0.5302	0.6452	0.8032
No log	6.6129	410	0.6372	0.5536	0.6372	0.7982
No log	6.6452	412	0.6241	0.5914	0.6241	0.7900
No log	6.6774	414	0.6245	0.5835	0.6245	0.7902
No log	6.7097	416	0.6276	0.5835	0.6276	0.7922
No log	6.7419	418	0.6362	0.5180	0.6362	0.7976
No log	6.7742	420	0.6378	0.5180	0.6378	0.7986
No log	6.8065	422	0.6241	0.5274	0.6241	0.7900
No log	6.8387	424	0.6075	0.6673	0.6075	0.7794
No log	6.8710	426	0.5909	0.7049	0.5909	0.7687
No log	6.9032	428	0.5959	0.6919	0.5959	0.7719
No log	6.9355	430	0.5888	0.7435	0.5888	0.7674
No log	6.9677	432	0.5803	0.7279	0.5803	0.7618
No log	7.0	434	0.6226	0.5898	0.6226	0.7890
No log	7.0323	436	0.6133	0.5696	0.6133	0.7831
No log	7.0645	438	0.5997	0.5472	0.5997	0.7744
No log	7.0968	440	0.5661	0.6391	0.5661	0.7524
No log	7.1290	442	0.5544	0.7132	0.5544	0.7446
No log	7.1613	444	0.5604	0.6822	0.5604	0.7486
No log	7.1935	446	0.5946	0.6516	0.5946	0.7711
No log	7.2258	448	0.5775	0.6620	0.5775	0.7599
No log	7.2581	450	0.5724	0.6652	0.5724	0.7565
No log	7.2903	452	0.5813	0.6312	0.5813	0.7624
No log	7.3226	454	0.6005	0.5917	0.6005	0.7749
No log	7.3548	456	0.6149	0.5917	0.6149	0.7842
No log	7.3871	458	0.6007	0.6195	0.6007	0.7750
No log	7.4194	460	0.5955	0.6302	0.5955	0.7717
No log	7.4516	462	0.5894	0.6269	0.5894	0.7677
No log	7.4839	464	0.6054	0.6803	0.6054	0.7781
No log	7.5161	466	0.6273	0.6629	0.6273	0.7920
No log	7.5484	468	0.6131	0.6466	0.6131	0.7830
No log	7.5806	470	0.5985	0.6476	0.5985	0.7736
No log	7.6129	472	0.6017	0.6353	0.6017	0.7757
No log	7.6452	474	0.6199	0.5260	0.6199	0.7873
No log	7.6774	476	0.6334	0.4612	0.6334	0.7959
No log	7.7097	478	0.6149	0.6150	0.6149	0.7842
No log	7.7419	480	0.6501	0.6466	0.6501	0.8063
No log	7.7742	482	0.6428	0.6466	0.6428	0.8018
No log	7.8065	484	0.6419	0.5656	0.6419	0.8012
No log	7.8387	486	0.6733	0.3902	0.6733	0.8205
No log	7.8710	488	0.7209	0.4009	0.7209	0.8491
No log	7.9032	490	0.7297	0.4009	0.7297	0.8542
No log	7.9355	492	0.6987	0.3902	0.6987	0.8359
No log	7.9677	494	0.6861	0.4935	0.6861	0.8283
No log	8.0	496	0.6945	0.5588	0.6945	0.8333
No log	8.0323	498	0.6896	0.5807	0.6896	0.8304
0.3063	8.0645	500	0.6670	0.3942	0.6670	0.8167
0.3063	8.0968	502	0.6946	0.4173	0.6946	0.8334
0.3063	8.1290	504	0.6886	0.4173	0.6886	0.8298
0.3063	8.1613	506	0.6845	0.4641	0.6845	0.8274
0.3063	8.1935	508	0.7074	0.3982	0.7074	0.8411
0.3063	8.2258	510	0.7130	0.4002	0.7130	0.8444
0.3063	8.2581	512	0.6863	0.4783	0.6863	0.8285
0.3063	8.2903	514	0.6812	0.4067	0.6812	0.8253
0.3063	8.3226	516	0.7012	0.4327	0.7012	0.8374
0.3063	8.3548	518	0.7124	0.4186	0.7124	0.8440
0.3063	8.3871	520	0.6700	0.4067	0.6700	0.8186
0.3063	8.4194	522	0.6673	0.4211	0.6673	0.8169
0.3063	8.4516	524	0.6651	0.4485	0.6651	0.8156
0.3063	8.4839	526	0.6625	0.4485	0.6625	0.8139
0.3063	8.5161	528	0.6627	0.4887	0.6627	0.8141
0.3063	8.5484	530	0.6761	0.4748	0.6761	0.8223
0.3063	8.5806	532	0.6742	0.4887	0.6742	0.8211
0.3063	8.6129	534	0.6683	0.5318	0.6683	0.8175
0.3063	8.6452	536	0.6790	0.5192	0.6790	0.8240
0.3063	8.6774	538	0.6695	0.5192	0.6695	0.8183
0.3063	8.7097	540	0.6654	0.4941	0.6654	0.8157
0.3063	8.7419	542	0.6379	0.5440	0.6379	0.7987
0.3063	8.7742	544	0.6520	0.5103	0.6520	0.8075
0.3063	8.8065	546	0.6844	0.5088	0.6844	0.8273
0.3063	8.8387	548	0.6515	0.5138	0.6515	0.8072
0.3063	8.8710	550	0.6309	0.5042	0.6309	0.7943
0.3063	8.9032	552	0.6221	0.5195	0.6221	0.7887
0.3063	8.9355	554	0.6146	0.5317	0.6146	0.7840
0.3063	8.9677	556	0.6077	0.5260	0.6077	0.7796
0.3063	9.0	558	0.6003	0.5631	0.6003	0.7748
0.3063	9.0323	560	0.5976	0.5847	0.5976	0.7731
0.3063	9.0645	562	0.5908	0.5859	0.5908	0.7686
0.3063	9.0968	564	0.5987	0.5898	0.5987	0.7737
0.3063	9.1290	566	0.6369	0.6183	0.6369	0.7981
0.3063	9.1613	568	0.6607	0.5696	0.6607	0.8128
0.3063	9.1935	570	0.6320	0.5821	0.6320	0.7950
0.3063	9.2258	572	0.6390	0.4746	0.6390	0.7994
0.3063	9.2581	574	0.6853	0.4712	0.6853	0.8278
0.3063	9.2903	576	0.6740	0.4450	0.6740	0.8210
0.3063	9.3226	578	0.6517	0.5156	0.6517	0.8073
0.3063	9.3548	580	0.6503	0.5672	0.6503	0.8064
0.3063	9.3871	582	0.6426	0.5672	0.6426	0.8016
0.3063	9.4194	584	0.6468	0.5662	0.6468	0.8043
0.3063	9.4516	586	0.6344	0.5879	0.6344	0.7965
0.3063	9.4839	588	0.6227	0.5575	0.6227	0.7891
0.3063	9.5161	590	0.6523	0.6240	0.6523	0.8077
0.3063	9.5484	592	0.6819	0.6107	0.6819	0.8257
0.3063	9.5806	594	0.6326	0.6189	0.6326	0.7954
0.3063	9.6129	596	0.5918	0.5602	0.5918	0.7693
0.3063	9.6452	598	0.5814	0.5871	0.5814	0.7625
0.3063	9.6774	600	0.5850	0.5656	0.5850	0.7649
0.3063	9.7097	602	0.5867	0.5644	0.5867	0.7660
0.3063	9.7419	604	0.5748	0.5871	0.5748	0.7582
0.3063	9.7742	606	0.5731	0.5871	0.5731	0.7570
0.3063	9.8065	608	0.5780	0.5747	0.5780	0.7602
0.3063	9.8387	610	0.5970	0.5498	0.5970	0.7726
0.3063	9.8710	612	0.5972	0.5331	0.5972	0.7728
0.3063	9.9032	614	0.6131	0.6058	0.6131	0.7830
0.3063	9.9355	616	0.6256	0.6161	0.6256	0.7910
0.3063	9.9677	618	0.5911	0.5950	0.5911	0.7688
0.3063	10.0	620	0.5707	0.5966	0.5707	0.7554
0.3063	10.0323	622	0.5554	0.6649	0.5554	0.7452
0.3063	10.0645	624	0.5560	0.6358	0.5560	0.7456
0.3063	10.0968	626	0.5679	0.5876	0.5679	0.7536
0.3063	10.1290	628	0.6151	0.6204	0.6151	0.7843
0.3063	10.1613	630	0.7305	0.6028	0.7305	0.8547
0.3063	10.1935	632	0.7806	0.5592	0.7806	0.8835
0.3063	10.2258	634	0.6660	0.6439	0.6660	0.8161
0.3063	10.2581	636	0.5597	0.5879	0.5597	0.7481
0.3063	10.2903	638	0.5635	0.6433	0.5635	0.7507
0.3063	10.3226	640	0.5771	0.6491	0.5771	0.7596
0.3063	10.3548	642	0.5689	0.5950	0.5689	0.7542
0.3063	10.3871	644	0.5743	0.5977	0.5743	0.7578
0.3063	10.4194	646	0.5807	0.5977	0.5807	0.7620
0.3063	10.4516	648	0.5876	0.5961	0.5876	0.7665
0.3063	10.4839	650	0.6046	0.5759	0.6046	0.7776
0.3063	10.5161	652	0.6089	0.5562	0.6089	0.7803
0.3063	10.5484	654	0.6017	0.5316	0.6017	0.7757
0.3063	10.5806	656	0.5944	0.5549	0.5944	0.7710
0.3063	10.6129	658	0.5877	0.5835	0.5877	0.7666
0.3063	10.6452	660	0.5780	0.6055	0.5780	0.7602
0.3063	10.6774	662	0.5699	0.6276	0.5699	0.7549
0.3063	10.7097	664	0.5818	0.6276	0.5818	0.7628
0.3063	10.7419	666	0.6249	0.5962	0.6249	0.7905
0.3063	10.7742	668	0.6496	0.5962	0.6496	0.8060
0.3063	10.8065	670	0.6036	0.6391	0.6036	0.7769
0.3063	10.8387	672	0.5972	0.5677	0.5972	0.7728
0.3063	10.8710	674	0.6225	0.5018	0.6225	0.7890
0.3063	10.9032	676	0.6283	0.5165	0.6283	0.7927
0.3063	10.9355	678	0.6238	0.5564	0.6238	0.7898
0.3063	10.9677	680	0.6199	0.5459	0.6199	0.7874
0.3063	11.0	682	0.6166	0.5459	0.6166	0.7852
0.3063	11.0323	684	0.6129	0.5165	0.6129	0.7829
0.3063	11.0645	686	0.6447	0.5787	0.6447	0.8029
0.3063	11.0968	688	0.6440	0.5787	0.6440	0.8025
0.3063	11.1290	690	0.6188	0.5153	0.6188	0.7866
0.3063	11.1613	692	0.6079	0.5459	0.6079	0.7796
0.3063	11.1935	694	0.6109	0.5956	0.6109	0.7816
0.3063	11.2258	696	0.5950	0.6173	0.5950	0.7714
0.3063	11.2581	698	0.5796	0.6044	0.5796	0.7613
0.3063	11.2903	700	0.5700	0.6363	0.5700	0.7550
0.3063	11.3226	702	0.5688	0.6363	0.5688	0.7542
0.3063	11.3548	704	0.5703	0.6391	0.5703	0.7552
0.3063	11.3871	706	0.5764	0.6391	0.5764	0.7592
0.3063	11.4194	708	0.5979	0.6047	0.5979	0.7732
0.3063	11.4516	710	0.6312	0.6476	0.6312	0.7945
0.3063	11.4839	712	0.6232	0.6476	0.6232	0.7894
0.3063	11.5161	714	0.5759	0.6759	0.5759	0.7589
0.3063	11.5484	716	0.5718	0.6725	0.5718	0.7562
0.3063	11.5806	718	0.5622	0.6675	0.5622	0.7498
0.3063	11.6129	720	0.5665	0.6327	0.5665	0.7526
0.3063	11.6452	722	0.5719	0.6241	0.5719	0.7562
0.3063	11.6774	724	0.5768	0.6363	0.5768	0.7595
0.3063	11.7097	726	0.5827	0.6161	0.5827	0.7633
0.3063	11.7419	728	0.5995	0.6575	0.5995	0.7743
0.3063	11.7742	730	0.5849	0.6161	0.5849	0.7648
0.3063	11.8065	732	0.5795	0.6161	0.5795	0.7613
0.3063	11.8387	734	0.5985	0.6694	0.5985	0.7736
0.3063	11.8710	736	0.6224	0.6448	0.6224	0.7889
0.3063	11.9032	738	0.5804	0.6161	0.5804	0.7619
0.3063	11.9355	740	0.5653	0.6390	0.5653	0.7518
0.3063	11.9677	742	0.5746	0.5746	0.5746	0.7580
0.3063	12.0	744	0.5833	0.5835	0.5833	0.7638
0.3063	12.0323	746	0.5716	0.5972	0.5716	0.7560
0.3063	12.0645	748	0.5737	0.5759	0.5737	0.7574
0.3063	12.0968	750	0.5992	0.5010	0.5992	0.7741
0.3063	12.1290	752	0.6192	0.5663	0.6192	0.7869
0.3063	12.1613	754	0.6040	0.6102	0.6040	0.7772
0.3063	12.1935	756	0.5988	0.5373	0.5988	0.7738
0.3063	12.2258	758	0.6294	0.5438	0.6294	0.7934
0.3063	12.2581	760	0.6495	0.5645	0.6495	0.8059
0.3063	12.2903	762	0.6451	0.5438	0.6451	0.8032
0.3063	12.3226	764	0.6168	0.5487	0.6168	0.7853
0.3063	12.3548	766	0.6064	0.5831	0.6064	0.7787
0.3063	12.3871	768	0.6214	0.5590	0.6214	0.7883
0.3063	12.4194	770	0.6435	0.5678	0.6435	0.8022
0.3063	12.4516	772	0.6101	0.6114	0.6101	0.7811
0.3063	12.4839	774	0.5877	0.6154	0.5877	0.7666
0.3063	12.5161	776	0.5847	0.6507	0.5847	0.7647
0.3063	12.5484	778	0.5841	0.6620	0.5841	0.7642
0.3063	12.5806	780	0.5759	0.6620	0.5759	0.7589
0.3063	12.6129	782	0.5913	0.6332	0.5913	0.7690
0.3063	12.6452	784	0.6090	0.6140	0.6090	0.7804
0.3063	12.6774	786	0.6140	0.6161	0.6140	0.7836
0.3063	12.7097	788	0.6039	0.6058	0.6039	0.7771
0.3063	12.7419	790	0.6087	0.5771	0.6087	0.7802
0.3063	12.7742	792	0.5962	0.5994	0.5962	0.7722
0.3063	12.8065	794	0.5776	0.6526	0.5776	0.7600
0.3063	12.8387	796	0.5790	0.6536	0.5790	0.7609
0.3063	12.8710	798	0.5801	0.6497	0.5801	0.7617
0.3063	12.9032	800	0.5899	0.6620	0.5899	0.7680
0.3063	12.9355	802	0.5836	0.6536	0.5836	0.7639
0.3063	12.9677	804	0.5932	0.5871	0.5932	0.7702
0.3063	13.0	806	0.6350	0.5017	0.6350	0.7969
0.3063	13.0323	808	0.6847	0.4831	0.6847	0.8274
0.3063	13.0645	810	0.6901	0.4828	0.6901	0.8307
0.3063	13.0968	812	0.6533	0.4063	0.6533	0.8082
0.3063	13.1290	814	0.6123	0.5405	0.6123	0.7825
0.3063	13.1613	816	0.5896	0.6363	0.5896	0.7679
0.3063	13.1935	818	0.5851	0.6363	0.5851	0.7650
0.3063	13.2258	820	0.5780	0.6006	0.5780	0.7602
0.3063	13.2581	822	0.5786	0.6006	0.5786	0.7607
0.3063	13.2903	824	0.5735	0.6006	0.5735	0.7573
0.3063	13.3226	826	0.5789	0.6006	0.5789	0.7608
0.3063	13.3548	828	0.5869	0.5771	0.5869	0.7661
0.3063	13.3871	830	0.6062	0.5622	0.6062	0.7786
0.3063	13.4194	832	0.6513	0.5088	0.6513	0.8070
0.3063	13.4516	834	0.7010	0.5167	0.7010	0.8373
0.3063	13.4839	836	0.6697	0.4593	0.6697	0.8183
0.3063	13.5161	838	0.6070	0.5026	0.6070	0.7791
0.3063	13.5484	840	0.5996	0.5596	0.5996	0.7743
0.3063	13.5806	842	0.6153	0.5992	0.6153	0.7844
0.3063	13.6129	844	0.5830	0.6161	0.5830	0.7635
0.3063	13.6452	846	0.5721	0.5898	0.5721	0.7564
0.3063	13.6774	848	0.6313	0.5728	0.6313	0.7945
0.3063	13.7097	850	0.6806	0.5978	0.6806	0.8250
0.3063	13.7419	852	0.6525	0.5707	0.6525	0.8078
0.3063	13.7742	854	0.5718	0.6046	0.5718	0.7562
0.3063	13.8065	856	0.5595	0.6150	0.5595	0.7480
0.3063	13.8387	858	0.5684	0.6150	0.5684	0.7539
0.3063	13.8710	860	0.5782	0.6150	0.5782	0.7604
0.3063	13.9032	862	0.5803	0.6150	0.5803	0.7618
0.3063	13.9355	864	0.5786	0.6265	0.5786	0.7607
0.3063	13.9677	866	0.5993	0.5142	0.5993	0.7742
0.3063	14.0	868	0.6000	0.5018	0.6000	0.7746
0.3063	14.0323	870	0.5943	0.5165	0.5943	0.7709
0.3063	14.0645	872	0.5875	0.5690	0.5875	0.7665
0.3063	14.0968	874	0.5970	0.5690	0.5970	0.7727
0.3063	14.1290	876	0.6083	0.5440	0.6083	0.7799
0.3063	14.1613	878	0.6239	0.5042	0.6239	0.7898
0.3063	14.1935	880	0.6630	0.4887	0.6630	0.8142
0.3063	14.2258	882	0.7087	0.4450	0.7087	0.8418
0.3063	14.2581	884	0.7095	0.4450	0.7095	0.8423
0.3063	14.2903	886	0.7009	0.4450	0.7009	0.8372
0.3063	14.3226	888	0.6936	0.4591	0.6936	0.8328
0.3063	14.3548	890	0.6966	0.4591	0.6966	0.8346
0.3063	14.3871	892	0.6991	0.4591	0.6991	0.8361
0.3063	14.4194	894	0.7006	0.4591	0.7006	0.8370
0.3063	14.4516	896	0.7256	0.4186	0.7256	0.8518
0.3063	14.4839	898	0.7316	0.3921	0.7316	0.8553
0.3063	14.5161	900	0.7424	0.3921	0.7424	0.8616
0.3063	14.5484	902	0.7458	0.3921	0.7458	0.8636
0.3063	14.5806	904	0.7186	0.4044	0.7186	0.8477
0.3063	14.6129	906	0.7413	0.3902	0.7413	0.8610
0.3063	14.6452	908	0.7728	0.3902	0.7728	0.8791
0.3063	14.6774	910	0.7535	0.3902	0.7535	0.8680
0.3063	14.7097	912	0.6993	0.4044	0.6993	0.8362
0.3063	14.7419	914	0.6712	0.4995	0.6712	0.8193
0.3063	14.7742	916	0.6381	0.5153	0.6381	0.7988
0.3063	14.8065	918	0.6292	0.4516	0.6292	0.7932
0.3063	14.8387	920	0.6339	0.5716	0.6339	0.7962
0.3063	14.8710	922	0.6388	0.5067	0.6388	0.7992
0.3063	14.9032	924	0.6361	0.4658	0.6361	0.7976
0.3063	14.9355	926	0.6262	0.4919	0.6262	0.7913
0.3063	14.9677	928	0.6044	0.5422	0.6044	0.7775
0.3063	15.0	930	0.5907	0.5666	0.5907	0.7686
0.3063	15.0323	932	0.5847	0.5405	0.5847	0.7646
0.3063	15.0645	934	0.5810	0.5405	0.5810	0.7622
0.3063	15.0968	936	0.5881	0.5405	0.5881	0.7669
0.3063	15.1290	938	0.6013	0.5142	0.6013	0.7754
0.3063	15.1613	940	0.6147	0.5259	0.6147	0.7840
0.3063	15.1935	942	0.6170	0.5259	0.6170	0.7855
0.3063	15.2258	944	0.6119	0.5288	0.6119	0.7823
0.3063	15.2581	946	0.6135	0.5303	0.6135	0.7833
0.3063	15.2903	948	0.6003	0.5303	0.6003	0.7748
0.3063	15.3226	950	0.5927	0.5556	0.5927	0.7699
0.3063	15.3548	952	0.5936	0.5274	0.5936	0.7705
0.3063	15.3871	954	0.6473	0.5206	0.6473	0.8045
0.3063	15.4194	956	0.7418	0.5147	0.7418	0.8613
0.3063	15.4516	958	0.7578	0.5147	0.7578	0.8705
0.3063	15.4839	960	0.7116	0.4584	0.7116	0.8436
0.3063	15.5161	962	0.6673	0.4980	0.6673	0.8169
0.3063	15.5484	964	0.6472	0.4995	0.6472	0.8045
0.3063	15.5806	966	0.6535	0.5232	0.6535	0.8084
0.3063	15.6129	968	0.6390	0.5232	0.6390	0.7994
0.3063	15.6452	970	0.6434	0.5093	0.6434	0.8021
0.3063	15.6774	972	0.6830	0.4696	0.6830	0.8264
0.3063	15.7097	974	0.6598	0.4946	0.6598	0.8123
0.3063	15.7419	976	0.6118	0.5529	0.6118	0.7822
0.3063	15.7742	978	0.5941	0.6055	0.5941	0.7708
0.3063	15.8065	980	0.6016	0.6067	0.6016	0.7756
0.3063	15.8387	982	0.6002	0.6161	0.6002	0.7747
0.3063	15.8710	984	0.5970	0.6161	0.5970	0.7726
0.3063	15.9032	986	0.6396	0.5070	0.6396	0.7997
0.3063	15.9355	988	0.7257	0.5344	0.7257	0.8519
0.3063	15.9677	990	0.8064	0.5110	0.8064	0.8980
0.3063	16.0	992	0.7892	0.5110	0.7892	0.8884
0.3063	16.0323	994	0.6971	0.5344	0.6971	0.8349
0.3063	16.0645	996	0.6215	0.5663	0.6215	0.7883
0.3063	16.0968	998	0.5940	0.6196	0.5940	0.7707
0.0612	16.1290	1000	0.5997	0.6391	0.5997	0.7744
0.0612	16.1613	1002	0.6108	0.6391	0.6108	0.7815
0.0612	16.1935	1004	0.6256	0.6044	0.6256	0.7909
0.0612	16.2258	1006	0.6462	0.4887	0.6462	0.8039
0.0612	16.2581	1008	0.6676	0.4591	0.6676	0.8171
0.0612	16.2903	1010	0.6687	0.4731	0.6687	0.8177

Framework versions

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