ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_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: 0.7619
• Qwk: 0.6528
• Mse: 0.7619
• Rmse: 0.8729

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	0.0225	2	6.9802	0.0118	6.9802	2.6420
No log	0.0449	4	4.8370	0.0778	4.8370	2.1993
No log	0.0674	6	4.0535	-0.0697	4.0535	2.0133
No log	0.0899	8	2.5287	0.1678	2.5287	1.5902
No log	0.1124	10	1.8134	0.2162	1.8134	1.3466
No log	0.1348	12	2.3183	0.1324	2.3183	1.5226
No log	0.1573	14	3.6935	0.0649	3.6935	1.9219
No log	0.1798	16	3.6945	0.0659	3.6945	1.9221
No log	0.2022	18	2.9114	0.0497	2.9114	1.7063
No log	0.2247	20	2.1641	0.1029	2.1641	1.4711
No log	0.2472	22	1.9703	0.3252	1.9703	1.4037
No log	0.2697	24	2.0537	0.1955	2.0537	1.4331
No log	0.2921	26	2.2421	0.1633	2.2421	1.4974
No log	0.3146	28	1.8804	0.2963	1.8804	1.3713
No log	0.3371	30	1.6159	0.3175	1.6159	1.2712
No log	0.3596	32	1.7985	0.25	1.7985	1.3411
No log	0.3820	34	2.1720	0.2953	2.1720	1.4738
No log	0.4045	36	2.4319	0.2682	2.4319	1.5594
No log	0.4270	38	2.2966	0.3006	2.2966	1.5155
No log	0.4494	40	2.3832	0.2444	2.3832	1.5437
No log	0.4719	42	2.5126	0.2197	2.5126	1.5851
No log	0.4944	44	2.3608	0.1899	2.3608	1.5365
No log	0.5169	46	1.7890	0.3506	1.7890	1.3375
No log	0.5393	48	1.3537	0.5612	1.3537	1.1635
No log	0.5618	50	1.0265	0.5926	1.0265	1.0131
No log	0.5843	52	0.9215	0.5778	0.9215	0.9600
No log	0.6067	54	1.1053	0.5857	1.1053	1.0513
No log	0.6292	56	1.7146	0.3766	1.7146	1.3094
No log	0.6517	58	2.4946	0.2623	2.4946	1.5794
No log	0.6742	60	2.3580	0.2614	2.3580	1.5356
No log	0.6966	62	1.5383	0.4861	1.5383	1.2403
No log	0.7191	64	0.9358	0.6277	0.9358	0.9674
No log	0.7416	66	1.0333	0.6165	1.0333	1.0165
No log	0.7640	68	0.9112	0.6522	0.9112	0.9546
No log	0.7865	70	0.8127	0.6897	0.8127	0.9015
No log	0.8090	72	1.2572	0.6115	1.2572	1.1213
No log	0.8315	74	1.3146	0.5556	1.3146	1.1466
No log	0.8539	76	1.0565	0.6460	1.0565	1.0279
No log	0.8764	78	1.0322	0.6452	1.0322	1.0160
No log	0.8989	80	0.8985	0.6667	0.8985	0.9479
No log	0.9213	82	0.8868	0.6667	0.8868	0.9417
No log	0.9438	84	0.8037	0.6944	0.8037	0.8965
No log	0.9663	86	0.8512	0.6757	0.8512	0.9226
No log	0.9888	88	0.9405	0.7037	0.9405	0.9698
No log	1.0112	90	0.9574	0.6909	0.9574	0.9785
No log	1.0337	92	0.9667	0.6909	0.9667	0.9832
No log	1.0562	94	0.9231	0.6860	0.9231	0.9608
No log	1.0787	96	1.0170	0.6667	1.0170	1.0085
No log	1.1011	98	1.2260	0.6211	1.2260	1.1073
No log	1.1236	100	1.0591	0.6854	1.0591	1.0291
No log	1.1461	102	0.9370	0.6918	0.9370	0.9680
No log	1.1685	104	0.9167	0.6846	0.9167	0.9574
No log	1.1910	106	1.1040	0.6410	1.1040	1.0507
No log	1.2135	108	1.3314	0.5765	1.3314	1.1539
No log	1.2360	110	1.0857	0.6316	1.0857	1.0420
No log	1.2584	112	0.8046	0.7297	0.8046	0.8970
No log	1.2809	114	0.7424	0.7310	0.7424	0.8616
No log	1.3034	116	0.7180	0.7712	0.7180	0.8474
No log	1.3258	118	0.7099	0.7826	0.7099	0.8425
No log	1.3483	120	0.7150	0.7952	0.7150	0.8456
No log	1.3708	122	0.7179	0.7929	0.7179	0.8473
No log	1.3933	124	0.7047	0.7730	0.7047	0.8394
No log	1.4157	126	0.7875	0.7598	0.7875	0.8874
No log	1.4382	128	1.1302	0.6425	1.1302	1.0631
No log	1.4607	130	1.5305	0.6010	1.5305	1.2371
No log	1.4831	132	1.3646	0.6222	1.3646	1.1682
No log	1.5056	134	0.8789	0.6835	0.8789	0.9375
No log	1.5281	136	0.6791	0.7286	0.6791	0.8241
No log	1.5506	138	0.8216	0.6718	0.8216	0.9064
No log	1.5730	140	0.7834	0.7023	0.7834	0.8851
No log	1.5955	142	0.7857	0.6308	0.7857	0.8864
No log	1.6180	144	1.0167	0.6232	1.0167	1.0083
No log	1.6404	146	1.1826	0.5915	1.1826	1.0875
No log	1.6629	148	1.1135	0.5915	1.1135	1.0552
No log	1.6854	150	0.8730	0.6761	0.8730	0.9343
No log	1.7079	152	0.7129	0.7234	0.7129	0.8444
No log	1.7303	154	0.7203	0.7143	0.7203	0.8487
No log	1.7528	156	0.6768	0.7552	0.6768	0.8227
No log	1.7753	158	0.6893	0.7211	0.6893	0.8302
No log	1.7978	160	0.9856	0.6835	0.9856	0.9928
No log	1.8202	162	1.7269	0.5134	1.7269	1.3141
No log	1.8427	164	2.0532	0.4569	2.0532	1.4329
No log	1.8652	166	1.6669	0.5134	1.6669	1.2911
No log	1.8876	168	1.0207	0.6275	1.0207	1.0103
No log	1.9101	170	0.7332	0.7432	0.7332	0.8563
No log	1.9326	172	0.7491	0.7297	0.7491	0.8655
No log	1.9551	174	0.8570	0.6759	0.8570	0.9258
No log	1.9775	176	0.9690	0.6241	0.9690	0.9844
No log	2.0	178	0.9263	0.6528	0.9263	0.9625
No log	2.0225	180	1.0138	0.6043	1.0138	1.0069
No log	2.0449	182	0.8830	0.6531	0.8830	0.9397
No log	2.0674	184	0.7411	0.7582	0.7411	0.8609
No log	2.0899	186	0.6666	0.8101	0.6666	0.8165
No log	2.1124	188	0.6517	0.8101	0.6517	0.8073
No log	2.1348	190	0.7536	0.7403	0.7536	0.8681
No log	2.1573	192	0.9848	0.6860	0.9848	0.9923
No log	2.1798	194	0.9530	0.6994	0.9530	0.9762
No log	2.2022	196	0.8934	0.7006	0.8934	0.9452
No log	2.2247	198	0.7546	0.7152	0.7546	0.8687
No log	2.2472	200	0.6767	0.7397	0.6767	0.8226
No log	2.2697	202	0.6821	0.7286	0.6821	0.8259
No log	2.2921	204	0.6836	0.7143	0.6836	0.8268
No log	2.3146	206	0.6910	0.7222	0.6910	0.8312
No log	2.3371	208	0.7534	0.7152	0.7534	0.8680
No log	2.3596	210	0.7110	0.7564	0.7110	0.8432
No log	2.3820	212	0.5561	0.7949	0.5561	0.7457
No log	2.4045	214	0.5343	0.7815	0.5343	0.7310
No log	2.4270	216	0.5636	0.7724	0.5636	0.7508
No log	2.4494	218	0.6039	0.7639	0.6039	0.7771
No log	2.4719	220	0.6239	0.7568	0.6239	0.7898
No log	2.4944	222	0.6553	0.7792	0.6553	0.8095
No log	2.5169	224	0.7006	0.7722	0.7006	0.8370
No log	2.5393	226	0.8104	0.7195	0.8104	0.9002
No log	2.5618	228	0.8084	0.7394	0.8084	0.8991
No log	2.5843	230	0.7653	0.7296	0.7653	0.8748
No log	2.6067	232	0.6868	0.8	0.6868	0.8287
No log	2.6292	234	0.6913	0.7805	0.6913	0.8315
No log	2.6517	236	0.7397	0.7791	0.7397	0.8601
No log	2.6742	238	0.6375	0.8098	0.6375	0.7984
No log	2.6966	240	0.5502	0.8025	0.5502	0.7418
No log	2.7191	242	0.5642	0.7950	0.5642	0.7511
No log	2.7416	244	0.6519	0.7953	0.6519	0.8074
No log	2.7640	246	0.7257	0.7746	0.7257	0.8519
No log	2.7865	248	0.8257	0.7458	0.8257	0.9087
No log	2.8090	250	0.7544	0.7640	0.7544	0.8686
No log	2.8315	252	0.6161	0.8070	0.6161	0.7849
No log	2.8539	254	0.5714	0.8098	0.5714	0.7559
No log	2.8764	256	0.6613	0.7797	0.6613	0.8132
No log	2.8989	258	0.6509	0.8166	0.6509	0.8068
No log	2.9213	260	0.5545	0.8098	0.5545	0.7447
No log	2.9438	262	0.5139	0.8375	0.5139	0.7169
No log	2.9663	264	0.5397	0.7922	0.5397	0.7346
No log	2.9888	266	0.5729	0.7922	0.5729	0.7569
No log	3.0112	268	0.5820	0.7922	0.5820	0.7629
No log	3.0337	270	0.5678	0.8050	0.5678	0.7535
No log	3.0562	272	0.5324	0.8	0.5324	0.7297
No log	3.0787	274	0.5720	0.7862	0.5720	0.7563
No log	3.1011	276	0.6952	0.7246	0.6952	0.8338
No log	3.1236	278	0.6817	0.7299	0.6817	0.8256
No log	3.1461	280	0.5932	0.7746	0.5932	0.7702
No log	3.1685	282	0.6227	0.7403	0.6227	0.7891
No log	3.1910	284	0.6885	0.7320	0.6885	0.8298
No log	3.2135	286	0.6036	0.7403	0.6036	0.7769
No log	3.2360	288	0.5361	0.7922	0.5361	0.7322
No log	3.2584	290	0.5484	0.7692	0.5484	0.7405
No log	3.2809	292	0.5618	0.7778	0.5618	0.7495
No log	3.3034	294	0.5980	0.7582	0.5980	0.7733
No log	3.3258	296	0.6407	0.7484	0.6407	0.8004
No log	3.3483	298	0.6435	0.8	0.6435	0.8022
No log	3.3708	300	0.6095	0.7898	0.6095	0.7807
No log	3.3933	302	0.5619	0.7613	0.5619	0.7496
No log	3.4157	304	0.5494	0.7771	0.5494	0.7412
No log	3.4382	306	0.5725	0.7383	0.5725	0.7567
No log	3.4607	308	0.5981	0.7432	0.5981	0.7734
No log	3.4831	310	0.5529	0.7467	0.5529	0.7436
No log	3.5056	312	0.5448	0.7692	0.5448	0.7381
No log	3.5281	314	0.5524	0.7692	0.5524	0.7432
No log	3.5506	316	0.5600	0.7682	0.5600	0.7483
No log	3.5730	318	0.5816	0.7838	0.5816	0.7626
No log	3.5955	320	0.6164	0.7778	0.6164	0.7851
No log	3.6180	322	0.6462	0.7714	0.6462	0.8039
No log	3.6404	324	0.6820	0.7518	0.6820	0.8259
No log	3.6629	326	0.6823	0.7153	0.6823	0.8260
No log	3.6854	328	0.6660	0.7246	0.6660	0.8161
No log	3.7079	330	0.6145	0.7857	0.6145	0.7839
No log	3.7303	332	0.5554	0.7733	0.5554	0.7453
No log	3.7528	334	0.5461	0.7815	0.5461	0.7390
No log	3.7753	336	0.5295	0.8025	0.5295	0.7277
No log	3.7978	338	0.5419	0.8101	0.5419	0.7362
No log	3.8202	340	0.5322	0.8101	0.5322	0.7295
No log	3.8427	342	0.5254	0.8176	0.5254	0.7248
No log	3.8652	344	0.5143	0.8101	0.5143	0.7171
No log	3.8876	346	0.5239	0.8101	0.5239	0.7238
No log	3.9101	348	0.5938	0.7662	0.5938	0.7706
No log	3.9326	350	0.6076	0.7742	0.6076	0.7795
No log	3.9551	352	0.5560	0.7742	0.5560	0.7456
No log	3.9775	354	0.5163	0.8101	0.5163	0.7185
No log	4.0	356	0.5021	0.7898	0.5021	0.7086
No log	4.0225	358	0.5197	0.8101	0.5197	0.7209
No log	4.0449	360	0.6065	0.7925	0.6065	0.7788
No log	4.0674	362	0.6746	0.7799	0.6746	0.8213
No log	4.0899	364	0.6070	0.7848	0.6070	0.7791
No log	4.1124	366	0.5558	0.7821	0.5558	0.7455
No log	4.1348	368	0.5437	0.7898	0.5437	0.7374
No log	4.1573	370	0.6011	0.7724	0.6011	0.7753
No log	4.1798	372	0.6028	0.7534	0.6028	0.7764
No log	4.2022	374	0.5461	0.7712	0.5461	0.7390
No log	4.2247	376	0.5760	0.7949	0.5760	0.7589
No log	4.2472	378	0.7507	0.7516	0.7507	0.8664
No log	4.2697	380	0.7684	0.7654	0.7684	0.8766
No log	4.2921	382	0.6393	0.7925	0.6393	0.7996
No log	4.3146	384	0.5567	0.8199	0.5567	0.7461
No log	4.3371	386	0.5147	0.8323	0.5147	0.7174
No log	4.3596	388	0.5156	0.8125	0.5156	0.7180
No log	4.3820	390	0.5128	0.8125	0.5128	0.7161
No log	4.4045	392	0.5361	0.7898	0.5361	0.7322
No log	4.4270	394	0.5714	0.7712	0.5714	0.7559
No log	4.4494	396	0.6232	0.7785	0.6232	0.7895
No log	4.4719	398	0.6382	0.7703	0.6382	0.7989
No log	4.4944	400	0.5921	0.7785	0.5921	0.7695
No log	4.5169	402	0.5486	0.7682	0.5486	0.7407
No log	4.5393	404	0.5606	0.8077	0.5606	0.7487
No log	4.5618	406	0.5883	0.7925	0.5883	0.7670
No log	4.5843	408	0.5774	0.8	0.5774	0.7599
No log	4.6067	410	0.5336	0.8101	0.5336	0.7305
No log	4.6292	412	0.5107	0.8101	0.5107	0.7146
No log	4.6517	414	0.4956	0.7949	0.4956	0.7040
No log	4.6742	416	0.5054	0.7949	0.5054	0.7109
No log	4.6966	418	0.5496	0.8025	0.5496	0.7413
No log	4.7191	420	0.5981	0.8101	0.5981	0.7734
No log	4.7416	422	0.6437	0.8098	0.6437	0.8023
No log	4.7640	424	0.6195	0.8293	0.6195	0.7871
No log	4.7865	426	0.5661	0.8272	0.5661	0.7524
No log	4.8090	428	0.5141	0.8199	0.5141	0.7170
No log	4.8315	430	0.4949	0.7898	0.4949	0.7035
No log	4.8539	432	0.5205	0.8	0.5205	0.7215
No log	4.8764	434	0.5186	0.7871	0.5186	0.7201
No log	4.8989	436	0.5664	0.8	0.5664	0.7526
No log	4.9213	438	0.6145	0.7922	0.6145	0.7839
No log	4.9438	440	0.5838	0.7922	0.5838	0.7640
No log	4.9663	442	0.5257	0.8	0.5257	0.7250
No log	4.9888	444	0.5450	0.7792	0.5450	0.7382
No log	5.0112	446	0.6096	0.7742	0.6096	0.7808
No log	5.0337	448	0.5699	0.7871	0.5699	0.7549
No log	5.0562	450	0.5130	0.8125	0.5130	0.7162
No log	5.0787	452	0.5738	0.8075	0.5738	0.7575
No log	5.1011	454	0.6812	0.7722	0.6812	0.8254
No log	5.1236	456	0.7083	0.7532	0.7083	0.8416
No log	5.1461	458	0.7152	0.7075	0.7152	0.8457
No log	5.1685	460	0.7581	0.6812	0.7581	0.8707
No log	5.1910	462	0.7065	0.7059	0.7065	0.8405
No log	5.2135	464	0.6402	0.7552	0.6402	0.8001
No log	5.2360	466	0.6047	0.7550	0.6047	0.7776
No log	5.2584	468	0.6905	0.7403	0.6905	0.8310
No log	5.2809	470	0.7326	0.7625	0.7326	0.8559
No log	5.3034	472	0.6455	0.7875	0.6455	0.8034
No log	5.3258	474	0.5661	0.7898	0.5661	0.7524
No log	5.3483	476	0.6202	0.7974	0.6202	0.7875
No log	5.3708	478	0.6843	0.7785	0.6843	0.8272
No log	5.3933	480	0.6562	0.7919	0.6562	0.8101
No log	5.4157	482	0.6245	0.7417	0.6245	0.7903
No log	5.4382	484	0.6479	0.7532	0.6479	0.8049
No log	5.4607	486	0.6448	0.7320	0.6448	0.8030
No log	5.4831	488	0.6131	0.7451	0.6131	0.7830
No log	5.5056	490	0.6309	0.7451	0.6309	0.7943
No log	5.5281	492	0.6417	0.7152	0.6417	0.8010
No log	5.5506	494	0.6541	0.7152	0.6541	0.8088
No log	5.5730	496	0.7441	0.7532	0.7441	0.8626
No log	5.5955	498	0.8347	0.6800	0.8347	0.9136
0.3944	5.6180	500	0.7958	0.6887	0.7958	0.8921
0.3944	5.6404	502	0.7022	0.7260	0.7022	0.8380
0.3944	5.6629	504	0.6292	0.7286	0.6292	0.7932
0.3944	5.6854	506	0.5946	0.7552	0.5946	0.7711
0.3944	5.7079	508	0.5560	0.7838	0.5560	0.7457
0.3944	5.7303	510	0.5857	0.7285	0.5857	0.7653
0.3944	5.7528	512	0.6655	0.7643	0.6655	0.8158
0.3944	5.7753	514	0.7743	0.7574	0.7743	0.8799
0.3944	5.7978	516	0.8415	0.7176	0.8415	0.9173
0.3944	5.8202	518	0.7422	0.7574	0.7422	0.8615
0.3944	5.8427	520	0.5961	0.7879	0.5961	0.7721
0.3944	5.8652	522	0.4890	0.8199	0.4890	0.6993
0.3944	5.8876	524	0.5300	0.7922	0.5300	0.7280
0.3944	5.9101	526	0.5142	0.8	0.5142	0.7171
0.3944	5.9326	528	0.4939	0.8101	0.4939	0.7028
0.3944	5.9551	530	0.5193	0.8025	0.5193	0.7206
0.3944	5.9775	532	0.5380	0.8025	0.5380	0.7335
0.3944	6.0	534	0.5697	0.7949	0.5697	0.7548
0.3944	6.0225	536	0.5885	0.7742	0.5885	0.7671
0.3944	6.0449	538	0.5540	0.7662	0.5540	0.7443
0.3944	6.0674	540	0.5383	0.8026	0.5383	0.7337
0.3944	6.0899	542	0.5237	0.8052	0.5237	0.7237
0.3944	6.1124	544	0.5067	0.8182	0.5067	0.7118
0.3944	6.1348	546	0.5159	0.8129	0.5159	0.7183
0.3944	6.1573	548	0.5154	0.8182	0.5154	0.7179
0.3944	6.1798	550	0.5220	0.7922	0.5220	0.7225
0.3944	6.2022	552	0.5529	0.7742	0.5529	0.7436
0.3944	6.2247	554	0.5796	0.7451	0.5796	0.7613
0.3944	6.2472	556	0.5816	0.7682	0.5816	0.7626
0.3944	6.2697	558	0.5870	0.7483	0.5870	0.7662
0.3944	6.2921	560	0.5903	0.7586	0.5903	0.7683
0.3944	6.3146	562	0.5787	0.7568	0.5787	0.7607
0.3944	6.3371	564	0.5580	0.7871	0.5580	0.7470
0.3944	6.3596	566	0.5704	0.7742	0.5704	0.7552
0.3944	6.3820	568	0.6260	0.7451	0.6260	0.7912
0.3944	6.4045	570	0.6881	0.7436	0.6881	0.8295
0.3944	6.4270	572	0.6998	0.7516	0.6998	0.8365
0.3944	6.4494	574	0.6412	0.7532	0.6412	0.8008
0.3944	6.4719	576	0.6099	0.7613	0.6099	0.7810
0.3944	6.4944	578	0.5590	0.7742	0.5590	0.7476
0.3944	6.5169	580	0.5366	0.7898	0.5366	0.7326
0.3944	6.5393	582	0.5508	0.7898	0.5508	0.7422
0.3944	6.5618	584	0.5837	0.7742	0.5837	0.7640
0.3944	6.5843	586	0.6435	0.7532	0.6435	0.8022
0.3944	6.6067	588	0.6610	0.7742	0.6610	0.8130
0.3944	6.6292	590	0.6542	0.7821	0.6542	0.8089
0.3944	6.6517	592	0.5982	0.7898	0.5982	0.7734
0.3944	6.6742	594	0.5821	0.7898	0.5821	0.7630
0.3944	6.6966	596	0.6052	0.7532	0.6052	0.7779
0.3944	6.7191	598	0.6358	0.7662	0.6358	0.7974
0.3944	6.7416	600	0.6436	0.7662	0.6436	0.8022
0.3944	6.7640	602	0.5860	0.7662	0.5860	0.7655
0.3944	6.7865	604	0.5214	0.7898	0.5214	0.7221
0.3944	6.8090	606	0.5171	0.7975	0.5171	0.7191
0.3944	6.8315	608	0.5222	0.7975	0.5222	0.7226
0.3944	6.8539	610	0.5305	0.7975	0.5305	0.7283
0.3944	6.8764	612	0.5456	0.7898	0.5456	0.7386
0.3944	6.8989	614	0.5532	0.7898	0.5532	0.7438
0.3944	6.9213	616	0.6065	0.7451	0.6065	0.7788
0.3944	6.9438	618	0.6548	0.7582	0.6548	0.8092
0.3944	6.9663	620	0.6332	0.7368	0.6332	0.7957
0.3944	6.9888	622	0.6023	0.7662	0.6023	0.7761
0.3944	7.0112	624	0.5917	0.7662	0.5917	0.7692
0.3944	7.0337	626	0.5642	0.7712	0.5642	0.7512
0.3944	7.0562	628	0.5446	0.7871	0.5446	0.7380
0.3944	7.0787	630	0.5391	0.7871	0.5391	0.7342
0.3944	7.1011	632	0.5345	0.7949	0.5345	0.7311
0.3944	7.1236	634	0.5418	0.7763	0.5418	0.7361
0.3944	7.1461	636	0.5914	0.7297	0.5914	0.7691
0.3944	7.1685	638	0.6761	0.6986	0.6761	0.8223
0.3944	7.1910	640	0.6575	0.6986	0.6575	0.8108
0.3944	7.2135	642	0.6269	0.7347	0.6269	0.7918
0.3944	7.2360	644	0.6227	0.7172	0.6227	0.7891
0.3944	7.2584	646	0.6193	0.7211	0.6193	0.7870
0.3944	7.2809	648	0.5852	0.76	0.5852	0.7650
0.3944	7.3034	650	0.5656	0.7651	0.5656	0.7520
0.3944	7.3258	652	0.5508	0.7712	0.5508	0.7421
0.3944	7.3483	654	0.5847	0.7742	0.5847	0.7646
0.3944	7.3708	656	0.6682	0.8025	0.6682	0.8175
0.3944	7.3933	658	0.6642	0.8047	0.6642	0.8150
0.3944	7.4157	660	0.6232	0.8047	0.6232	0.7895
0.3944	7.4382	662	0.5774	0.8047	0.5774	0.7599
0.3944	7.4607	664	0.5359	0.7975	0.5359	0.7321
0.3944	7.4831	666	0.5857	0.7712	0.5857	0.7653
0.3944	7.5056	668	0.5950	0.7712	0.5950	0.7713
0.3944	7.5281	670	0.5512	0.7712	0.5512	0.7424
0.3944	7.5506	672	0.5576	0.7785	0.5576	0.7467
0.3944	7.5730	674	0.6117	0.7483	0.6117	0.7821
0.3944	7.5955	676	0.5810	0.7651	0.5810	0.7622
0.3944	7.6180	678	0.5331	0.7651	0.5331	0.7302
0.3944	7.6404	680	0.5768	0.7703	0.5768	0.7594
0.3944	7.6629	682	0.6744	0.7517	0.6744	0.8212
0.3944	7.6854	684	0.7122	0.7075	0.7122	0.8439
0.3944	7.7079	686	0.6086	0.7742	0.6086	0.7801
0.3944	7.7303	688	0.5524	0.7871	0.5524	0.7433
0.3944	7.7528	690	0.5603	0.7871	0.5603	0.7485
0.3944	7.7753	692	0.5866	0.7651	0.5866	0.7659
0.3944	7.7978	694	0.6052	0.7733	0.6052	0.7779
0.3944	7.8202	696	0.5999	0.7712	0.5999	0.7745
0.3944	7.8427	698	0.5678	0.7821	0.5678	0.7535
0.3944	7.8652	700	0.5286	0.7898	0.5286	0.7270
0.3944	7.8876	702	0.5072	0.7922	0.5072	0.7122
0.3944	7.9101	704	0.5550	0.7532	0.5550	0.7450
0.3944	7.9326	706	0.5710	0.7532	0.5710	0.7557
0.3944	7.9551	708	0.5508	0.7898	0.5508	0.7422
0.3944	7.9775	710	0.5591	0.7821	0.5591	0.7478
0.3944	8.0	712	0.5958	0.7815	0.5958	0.7719
0.3944	8.0225	714	0.6147	0.7815	0.6147	0.7840
0.3944	8.0449	716	0.5901	0.7922	0.5901	0.7682
0.3944	8.0674	718	0.5702	0.7975	0.5702	0.7551
0.3944	8.0899	720	0.5700	0.7949	0.5700	0.7550
0.3944	8.1124	722	0.5640	0.7843	0.5640	0.7510
0.3944	8.1348	724	0.5686	0.7843	0.5686	0.7540
0.3944	8.1573	726	0.5723	0.7843	0.5723	0.7565
0.3944	8.1798	728	0.5717	0.7843	0.5717	0.7561
0.3944	8.2022	730	0.5593	0.7922	0.5593	0.7479
0.3944	8.2247	732	0.5405	0.8	0.5405	0.7352
0.3944	8.2472	734	0.5390	0.8	0.5390	0.7342
0.3944	8.2697	736	0.5377	0.8	0.5377	0.7333
0.3944	8.2921	738	0.5304	0.8	0.5304	0.7283
0.3944	8.3146	740	0.5289	0.7763	0.5289	0.7273
0.3944	8.3371	742	0.5286	0.7895	0.5286	0.7270
0.3944	8.3596	744	0.5327	0.7895	0.5327	0.7299
0.3944	8.3820	746	0.5416	0.7895	0.5416	0.7359
0.3944	8.4045	748	0.5785	0.7333	0.5785	0.7606
0.3944	8.4270	750	0.5877	0.7383	0.5877	0.7666
0.3944	8.4494	752	0.5820	0.7383	0.5820	0.7629
0.3944	8.4719	754	0.5808	0.7467	0.5808	0.7621
0.3944	8.4944	756	0.5512	0.7815	0.5512	0.7424
0.3944	8.5169	758	0.5356	0.7682	0.5356	0.7318
0.3944	8.5393	760	0.5753	0.7582	0.5753	0.7585
0.3944	8.5618	762	0.5689	0.7763	0.5689	0.7542
0.3944	8.5843	764	0.5422	0.7682	0.5422	0.7363
0.3944	8.6067	766	0.5256	0.7895	0.5256	0.7250
0.3944	8.6292	768	0.5106	0.7843	0.5106	0.7145
0.3944	8.6517	770	0.5030	0.8176	0.5030	0.7092
0.3944	8.6742	772	0.4969	0.7975	0.4969	0.7049
0.3944	8.6966	774	0.4972	0.7975	0.4972	0.7051
0.3944	8.7191	776	0.5385	0.7792	0.5385	0.7338
0.3944	8.7416	778	0.5467	0.7792	0.5467	0.7394
0.3944	8.7640	780	0.5394	0.7792	0.5394	0.7345
0.3944	8.7865	782	0.5310	0.7975	0.5310	0.7287
0.3944	8.8090	784	0.5329	0.7975	0.5329	0.7300
0.3944	8.8315	786	0.5459	0.8025	0.5459	0.7388
0.3944	8.8539	788	0.5487	0.8	0.5487	0.7407
0.3944	8.8764	790	0.5406	0.8	0.5406	0.7353
0.3944	8.8989	792	0.5331	0.8	0.5331	0.7301
0.3944	8.9213	794	0.5245	0.8	0.5245	0.7242
0.3944	8.9438	796	0.5331	0.7792	0.5331	0.7301
0.3944	8.9663	798	0.5620	0.76	0.5620	0.7496
0.3944	8.9888	800	0.6169	0.7211	0.6169	0.7855
0.3944	9.0112	802	0.6581	0.7248	0.6581	0.8112
0.3944	9.0337	804	0.7365	0.6939	0.7365	0.8582
0.3944	9.0562	806	0.8037	0.6711	0.8037	0.8965
0.3944	9.0787	808	0.7155	0.7162	0.7155	0.8459
0.3944	9.1011	810	0.5857	0.75	0.5857	0.7653
0.3944	9.1236	812	0.5299	0.8176	0.5299	0.7280
0.3944	9.1461	814	0.5216	0.7871	0.5216	0.7222
0.3944	9.1685	816	0.6021	0.7712	0.6021	0.7760
0.3944	9.1910	818	0.6080	0.7763	0.6080	0.7798
0.3944	9.2135	820	0.5843	0.7712	0.5843	0.7644
0.3944	9.2360	822	0.6107	0.7568	0.6107	0.7815
0.3944	9.2584	824	0.6368	0.7260	0.6368	0.7980
0.3944	9.2809	826	0.6475	0.7260	0.6475	0.8047
0.3944	9.3034	828	0.6453	0.7234	0.6453	0.8033
0.3944	9.3258	830	0.6474	0.7246	0.6474	0.8046
0.3944	9.3483	832	0.6466	0.7133	0.6466	0.8041
0.3944	9.3708	834	0.6697	0.7172	0.6697	0.8184
0.3944	9.3933	836	0.6407	0.7260	0.6407	0.8005
0.3944	9.4157	838	0.6185	0.7703	0.6185	0.7865
0.3944	9.4382	840	0.6255	0.7703	0.6255	0.7909
0.3944	9.4607	842	0.6708	0.7619	0.6708	0.8190
0.3944	9.4831	844	0.6883	0.7448	0.6883	0.8297
0.3944	9.5056	846	0.6923	0.7448	0.6923	0.8320
0.3944	9.5281	848	0.6804	0.7397	0.6804	0.8249
0.3944	9.5506	850	0.6474	0.7619	0.6474	0.8046
0.3944	9.5730	852	0.6286	0.7361	0.6286	0.7928
0.3944	9.5955	854	0.6204	0.7361	0.6204	0.7877
0.3944	9.6180	856	0.6101	0.7234	0.6101	0.7811
0.3944	9.6404	858	0.6083	0.7273	0.6083	0.7799
0.3944	9.6629	860	0.6251	0.7042	0.6251	0.7906
0.3944	9.6854	862	0.6170	0.7347	0.6170	0.7855
0.3944	9.7079	864	0.6042	0.7347	0.6042	0.7773
0.3944	9.7303	866	0.6189	0.7432	0.6189	0.7867
0.3944	9.7528	868	0.6146	0.7432	0.6146	0.7839
0.3944	9.7753	870	0.6279	0.7432	0.6279	0.7924
0.3944	9.7978	872	0.6120	0.7568	0.6120	0.7823
0.3944	9.8202	874	0.6074	0.7671	0.6074	0.7794
0.3944	9.8427	876	0.6029	0.7755	0.6029	0.7765
0.3944	9.8652	878	0.5916	0.7671	0.5916	0.7691
0.3944	9.8876	880	0.6182	0.7448	0.6182	0.7862
0.3944	9.9101	882	0.7102	0.7260	0.7102	0.8428
0.3944	9.9326	884	0.8453	0.6797	0.8453	0.9194
0.3944	9.9551	886	0.9189	0.5960	0.9189	0.9586
0.3944	9.9775	888	0.8905	0.5986	0.8905	0.9437
0.3944	10.0	890	0.8387	0.6434	0.8387	0.9158
0.3944	10.0225	892	0.7619	0.6528	0.7619	0.8729

Framework versions

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