ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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: 0.5527
• Qwk: 0.4276
• Mse: 0.5527
• Rmse: 0.7435

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	0.1111	2	2.5951	0.0222	2.5951	1.6109
No log	0.2222	4	1.4157	0.1226	1.4157	1.1898
No log	0.3333	6	0.8427	0.1770	0.8427	0.9180
No log	0.4444	8	0.7555	0.0481	0.7555	0.8692
No log	0.5556	10	0.7915	0.0393	0.7915	0.8897
No log	0.6667	12	0.8226	0.2692	0.8226	0.9070
No log	0.7778	14	0.7314	0.1456	0.7314	0.8552
No log	0.8889	16	0.7104	0.0798	0.7104	0.8428
No log	1.0	18	0.7235	0.0	0.7235	0.8506
No log	1.1111	20	0.7923	0.0	0.7923	0.8901
No log	1.2222	22	0.8280	0.1983	0.8280	0.9100
No log	1.3333	24	0.8021	0.2606	0.8021	0.8956
No log	1.4444	26	0.7500	0.0757	0.7500	0.8660
No log	1.5556	28	0.7744	0.0	0.7744	0.8800
No log	1.6667	30	0.8058	0.0	0.8058	0.8976
No log	1.7778	32	0.7713	0.0	0.7713	0.8782
No log	1.8889	34	0.6709	0.1561	0.6709	0.8191
No log	2.0	36	0.6621	0.2145	0.6621	0.8137
No log	2.1111	38	0.7013	0.0757	0.7013	0.8374
No log	2.2222	40	0.6865	0.2713	0.6865	0.8286
No log	2.3333	42	0.7629	0.0428	0.7629	0.8735
No log	2.4444	44	0.7694	0.0	0.7694	0.8772
No log	2.5556	46	0.7356	0.0	0.7356	0.8577
No log	2.6667	48	0.7352	0.0481	0.7352	0.8574
No log	2.7778	50	0.6960	0.0889	0.6960	0.8343
No log	2.8889	52	0.7048	0.0889	0.7048	0.8395
No log	3.0	54	0.8062	0.1770	0.8062	0.8979
No log	3.1111	56	0.8296	0.2156	0.8296	0.9108
No log	3.2222	58	0.7210	0.1321	0.7210	0.8491
No log	3.3333	60	0.6305	0.1807	0.6305	0.7941
No log	3.4444	62	0.6656	0.2374	0.6656	0.8158
No log	3.5556	64	0.6465	0.1983	0.6465	0.8040
No log	3.6667	66	0.6500	0.1863	0.6500	0.8062
No log	3.7778	68	0.7164	0.2847	0.7164	0.8464
No log	3.8889	70	0.7537	0.3121	0.7537	0.8682
No log	4.0	72	0.7065	0.2652	0.7065	0.8406
No log	4.1111	74	0.7038	0.3416	0.7038	0.8389
No log	4.2222	76	0.6980	0.2981	0.6980	0.8354
No log	4.3333	78	0.6905	0.3416	0.6905	0.8309
No log	4.4444	80	0.7255	0.2182	0.7255	0.8518
No log	4.5556	82	0.7523	0.2610	0.7523	0.8674
No log	4.6667	84	0.6803	0.2572	0.6803	0.8248
No log	4.7778	86	0.7382	0.4275	0.7382	0.8592
No log	4.8889	88	0.8919	0.3827	0.8919	0.9444
No log	5.0	90	0.8117	0.4064	0.8117	0.9009
No log	5.1111	92	0.6291	0.3840	0.6291	0.7931
No log	5.2222	94	0.6204	0.4378	0.6204	0.7877
No log	5.3333	96	0.6039	0.4659	0.6039	0.7771
No log	5.4444	98	0.5938	0.4659	0.5938	0.7706
No log	5.5556	100	0.6032	0.4591	0.6032	0.7766
No log	5.6667	102	0.6449	0.4227	0.6449	0.8031
No log	5.7778	104	0.6265	0.4361	0.6265	0.7915
No log	5.8889	106	0.6203	0.4060	0.6203	0.7876
No log	6.0	108	0.6109	0.4354	0.6109	0.7816
No log	6.1111	110	0.6524	0.3607	0.6524	0.8077
No log	6.2222	112	0.7617	0.3676	0.7617	0.8727
No log	6.3333	114	0.6904	0.4463	0.6904	0.8309
No log	6.4444	116	0.6132	0.4206	0.6132	0.7831
No log	6.5556	118	0.6605	0.4702	0.6605	0.8127
No log	6.6667	120	0.6369	0.4704	0.6369	0.7981
No log	6.7778	122	0.6036	0.3416	0.6036	0.7769
No log	6.8889	124	0.6091	0.2884	0.6091	0.7804
No log	7.0	126	0.5708	0.4051	0.5708	0.7555
No log	7.1111	128	0.5767	0.5661	0.5767	0.7594
No log	7.2222	130	0.5440	0.4966	0.5440	0.7376
No log	7.3333	132	0.5407	0.4985	0.5407	0.7353
No log	7.4444	134	0.5381	0.5288	0.5381	0.7335
No log	7.5556	136	0.6061	0.4321	0.6061	0.7785
No log	7.6667	138	0.7245	0.4427	0.7245	0.8512
No log	7.7778	140	0.6163	0.4474	0.6163	0.7850
No log	7.8889	142	0.5682	0.4734	0.5682	0.7538
No log	8.0	144	0.5757	0.6063	0.5757	0.7588
No log	8.1111	146	0.6014	0.5059	0.6014	0.7755
No log	8.2222	148	0.5346	0.6242	0.5346	0.7311
No log	8.3333	150	0.6774	0.4057	0.6774	0.8231
No log	8.4444	152	0.6550	0.4230	0.6550	0.8093
No log	8.5556	154	0.5747	0.4635	0.5747	0.7581
No log	8.6667	156	0.5357	0.5095	0.5357	0.7319
No log	8.7778	158	0.5470	0.5516	0.5470	0.7396
No log	8.8889	160	0.5873	0.5538	0.5873	0.7664
No log	9.0	162	0.5530	0.5957	0.5530	0.7436
No log	9.1111	164	0.5780	0.5871	0.5780	0.7603
No log	9.2222	166	0.5727	0.6249	0.5727	0.7567
No log	9.3333	168	0.5970	0.5612	0.5970	0.7727
No log	9.4444	170	0.6286	0.5413	0.6286	0.7928
No log	9.5556	172	0.5686	0.5035	0.5686	0.7541
No log	9.6667	174	0.5986	0.5553	0.5986	0.7737
No log	9.7778	176	0.6650	0.4887	0.6650	0.8155
No log	9.8889	178	0.6879	0.4887	0.6879	0.8294
No log	10.0	180	0.6066	0.4239	0.6066	0.7788
No log	10.1111	182	0.5775	0.3551	0.5775	0.7599
No log	10.2222	184	0.6028	0.3628	0.6028	0.7764
No log	10.3333	186	0.5845	0.4735	0.5845	0.7645
No log	10.4444	188	0.5856	0.5673	0.5856	0.7653
No log	10.5556	190	0.5994	0.5944	0.5994	0.7742
No log	10.6667	192	0.6015	0.5524	0.6015	0.7756
No log	10.7778	194	0.5719	0.4907	0.5719	0.7563
No log	10.8889	196	0.5715	0.4968	0.5715	0.7560
No log	11.0	198	0.6132	0.4764	0.6132	0.7831
No log	11.1111	200	0.6398	0.4606	0.6398	0.7999
No log	11.2222	202	0.5916	0.4484	0.5916	0.7692
No log	11.3333	204	0.5735	0.4953	0.5735	0.7573
No log	11.4444	206	0.5647	0.4659	0.5647	0.7515
No log	11.5556	208	0.6000	0.4855	0.6000	0.7746
No log	11.6667	210	0.7121	0.4457	0.7121	0.8438
No log	11.7778	212	0.6286	0.4845	0.6286	0.7928
No log	11.8889	214	0.5521	0.4378	0.5521	0.7430
No log	12.0	216	0.5994	0.4389	0.5994	0.7742
No log	12.1111	218	0.5791	0.4938	0.5791	0.7610
No log	12.2222	220	0.5511	0.4182	0.5511	0.7424
No log	12.3333	222	0.7019	0.4741	0.7019	0.8378
No log	12.4444	224	0.7067	0.4812	0.7067	0.8406
No log	12.5556	226	0.5699	0.4684	0.5699	0.7549
No log	12.6667	228	0.5171	0.4742	0.5171	0.7191
No log	12.7778	230	0.6076	0.5363	0.6076	0.7795
No log	12.8889	232	0.6476	0.5436	0.6476	0.8047
No log	13.0	234	0.5787	0.5190	0.5787	0.7607
No log	13.1111	236	0.5598	0.5626	0.5598	0.7482
No log	13.2222	238	0.6646	0.5364	0.6646	0.8152
No log	13.3333	240	0.6632	0.5396	0.6632	0.8144
No log	13.4444	242	0.5812	0.5341	0.5812	0.7623
No log	13.5556	244	0.5715	0.4973	0.5715	0.7560
No log	13.6667	246	0.6081	0.4406	0.6081	0.7798
No log	13.7778	248	0.6434	0.4066	0.6434	0.8021
No log	13.8889	250	0.6407	0.3994	0.6407	0.8004
No log	14.0	252	0.6551	0.3568	0.6551	0.8094
No log	14.1111	254	0.6032	0.5009	0.6032	0.7767
No log	14.2222	256	0.6093	0.5184	0.6093	0.7806
No log	14.3333	258	0.6271	0.4845	0.6271	0.7919
No log	14.4444	260	0.6580	0.4602	0.6580	0.8112
No log	14.5556	262	0.6399	0.4534	0.6399	0.7999
No log	14.6667	264	0.6273	0.3890	0.6273	0.7920
No log	14.7778	266	0.6332	0.3380	0.6332	0.7958
No log	14.8889	268	0.6273	0.3426	0.6273	0.7920
No log	15.0	270	0.6252	0.4027	0.6252	0.7907
No log	15.1111	272	0.6451	0.4618	0.6451	0.8032
No log	15.2222	274	0.6612	0.4704	0.6612	0.8131
No log	15.3333	276	0.6748	0.4644	0.6748	0.8214
No log	15.4444	278	0.6538	0.4642	0.6538	0.8086
No log	15.5556	280	0.6238	0.5201	0.6238	0.7898
No log	15.6667	282	0.6085	0.5304	0.6085	0.7801
No log	15.7778	284	0.6143	0.4200	0.6143	0.7838
No log	15.8889	286	0.6151	0.4149	0.6151	0.7843
No log	16.0	288	0.5798	0.4615	0.5798	0.7615
No log	16.1111	290	0.5581	0.5003	0.5581	0.7471
No log	16.2222	292	0.5564	0.5003	0.5564	0.7459
No log	16.3333	294	0.5547	0.5250	0.5547	0.7448
No log	16.4444	296	0.5511	0.5584	0.5511	0.7424
No log	16.5556	298	0.5457	0.5344	0.5457	0.7387
No log	16.6667	300	0.5444	0.5208	0.5444	0.7378
No log	16.7778	302	0.5393	0.4816	0.5393	0.7344
No log	16.8889	304	0.5777	0.4158	0.5777	0.7601
No log	17.0	306	0.6784	0.4197	0.6784	0.8236
No log	17.1111	308	0.6962	0.4329	0.6962	0.8344
No log	17.2222	310	0.6359	0.4247	0.6359	0.7975
No log	17.3333	312	0.5733	0.4455	0.5733	0.7572
No log	17.4444	314	0.5671	0.4973	0.5671	0.7531
No log	17.5556	316	0.5733	0.4757	0.5733	0.7572
No log	17.6667	318	0.5762	0.4517	0.5762	0.7591
No log	17.7778	320	0.5703	0.5092	0.5703	0.7552
No log	17.8889	322	0.5733	0.4419	0.5733	0.7572
No log	18.0	324	0.6323	0.5101	0.6323	0.7952
No log	18.1111	326	0.6299	0.5101	0.6299	0.7937
No log	18.2222	328	0.5764	0.5362	0.5764	0.7592
No log	18.3333	330	0.5507	0.3964	0.5507	0.7421
No log	18.4444	332	0.5545	0.3916	0.5545	0.7447
No log	18.5556	334	0.5527	0.3889	0.5527	0.7435
No log	18.6667	336	0.5596	0.4637	0.5596	0.7481
No log	18.7778	338	0.6154	0.4741	0.6154	0.7845
No log	18.8889	340	0.7165	0.5047	0.7165	0.8465
No log	19.0	342	0.7119	0.4859	0.7119	0.8437
No log	19.1111	344	0.5862	0.4979	0.5862	0.7656
No log	19.2222	346	0.5035	0.6070	0.5035	0.7096
No log	19.3333	348	0.5526	0.5300	0.5526	0.7434
No log	19.4444	350	0.6422	0.4238	0.6422	0.8014
No log	19.5556	352	0.6516	0.3697	0.6516	0.8072
No log	19.6667	354	0.5634	0.4931	0.5634	0.7506
No log	19.7778	356	0.5081	0.6641	0.5081	0.7128
No log	19.8889	358	0.5279	0.5195	0.5279	0.7266
No log	20.0	360	0.5363	0.5577	0.5363	0.7323
No log	20.1111	362	0.5479	0.5601	0.5479	0.7402
No log	20.2222	364	0.5474	0.5577	0.5474	0.7399
No log	20.3333	366	0.5592	0.5577	0.5592	0.7478
No log	20.4444	368	0.5557	0.5577	0.5557	0.7454
No log	20.5556	370	0.5807	0.5254	0.5807	0.7621
No log	20.6667	372	0.5988	0.5123	0.5988	0.7738
No log	20.7778	374	0.5922	0.4997	0.5922	0.7695
No log	20.8889	376	0.5574	0.4705	0.5574	0.7466
No log	21.0	378	0.5337	0.4816	0.5337	0.7305
No log	21.1111	380	0.5493	0.4291	0.5493	0.7412
No log	21.2222	382	0.5786	0.3976	0.5786	0.7607
No log	21.3333	384	0.6253	0.4409	0.6253	0.7908
No log	21.4444	386	0.6330	0.4502	0.6330	0.7956
No log	21.5556	388	0.5818	0.5291	0.5818	0.7627
No log	21.6667	390	0.5321	0.5125	0.5321	0.7295
No log	21.7778	392	0.6026	0.5168	0.6026	0.7763
No log	21.8889	394	0.6473	0.4909	0.6473	0.8046
No log	22.0	396	0.5942	0.4875	0.5942	0.7708
No log	22.1111	398	0.5328	0.4697	0.5328	0.7299
No log	22.2222	400	0.5166	0.5472	0.5166	0.7187
No log	22.3333	402	0.5128	0.5472	0.5128	0.7161
No log	22.4444	404	0.5060	0.5250	0.5060	0.7114
No log	22.5556	406	0.5032	0.5022	0.5032	0.7094
No log	22.6667	408	0.5053	0.5522	0.5053	0.7108
No log	22.7778	410	0.5265	0.5061	0.5265	0.7256
No log	22.8889	412	0.5265	0.5765	0.5265	0.7256
No log	23.0	414	0.5184	0.4832	0.5184	0.7200
No log	23.1111	416	0.5163	0.4782	0.5163	0.7185
No log	23.2222	418	0.5181	0.4782	0.5181	0.7198
No log	23.3333	420	0.5240	0.5475	0.5240	0.7239
No log	23.4444	422	0.5407	0.3445	0.5407	0.7353
No log	23.5556	424	0.5902	0.4855	0.5902	0.7682
No log	23.6667	426	0.6485	0.4491	0.6485	0.8053
No log	23.7778	428	0.6860	0.4491	0.6860	0.8283
No log	23.8889	430	0.6764	0.4749	0.6764	0.8224
No log	24.0	432	0.6352	0.3640	0.6352	0.7970
No log	24.1111	434	0.6355	0.3425	0.6355	0.7972
No log	24.2222	436	0.6590	0.3355	0.6590	0.8118
No log	24.3333	438	0.6686	0.3794	0.6686	0.8177
No log	24.4444	440	0.6877	0.4665	0.6877	0.8292
No log	24.5556	442	0.7176	0.4665	0.7176	0.8471
No log	24.6667	444	0.6876	0.4665	0.6876	0.8292
No log	24.7778	446	0.6059	0.4542	0.6059	0.7784
No log	24.8889	448	0.5597	0.3890	0.5597	0.7482
No log	25.0	450	0.5500	0.4575	0.5500	0.7416
No log	25.1111	452	0.5485	0.4757	0.5485	0.7406
No log	25.2222	454	0.5463	0.4757	0.5463	0.7391
No log	25.3333	456	0.5431	0.4953	0.5431	0.7370
No log	25.4444	458	0.5494	0.4147	0.5494	0.7412
No log	25.5556	460	0.5685	0.4948	0.5685	0.7540
No log	25.6667	462	0.6055	0.5206	0.6055	0.7781
No log	25.7778	464	0.5932	0.5206	0.5932	0.7702
No log	25.8889	466	0.5751	0.4413	0.5751	0.7583
No log	26.0	468	0.5594	0.3618	0.5594	0.7479
No log	26.1111	470	0.5409	0.4535	0.5409	0.7355
No log	26.2222	472	0.5377	0.5413	0.5377	0.7333
No log	26.3333	474	0.5395	0.5125	0.5395	0.7345
No log	26.4444	476	0.5397	0.4763	0.5397	0.7347
No log	26.5556	478	0.5450	0.5272	0.5450	0.7382
No log	26.6667	480	0.5480	0.5053	0.5480	0.7403
No log	26.7778	482	0.5430	0.4984	0.5430	0.7369
No log	26.8889	484	0.5385	0.4338	0.5385	0.7338
No log	27.0	486	0.5372	0.4878	0.5372	0.7329
No log	27.1111	488	0.5376	0.4820	0.5376	0.7332
No log	27.2222	490	0.5428	0.5589	0.5428	0.7368
No log	27.3333	492	0.5614	0.5632	0.5614	0.7492
No log	27.4444	494	0.5845	0.5395	0.5845	0.7645
No log	27.5556	496	0.5753	0.4948	0.5753	0.7585
No log	27.6667	498	0.5505	0.4171	0.5505	0.7420
0.2701	27.7778	500	0.5460	0.4052	0.5460	0.7389
0.2701	27.8889	502	0.5448	0.4361	0.5448	0.7381
0.2701	28.0	504	0.5447	0.4898	0.5447	0.7380
0.2701	28.1111	506	0.5425	0.4656	0.5425	0.7366
0.2701	28.2222	508	0.5391	0.4782	0.5391	0.7342
0.2701	28.3333	510	0.5433	0.5668	0.5433	0.7371
0.2701	28.4444	512	0.5291	0.5974	0.5291	0.7274
0.2701	28.5556	514	0.5403	0.4795	0.5403	0.7351
0.2701	28.6667	516	0.5789	0.5095	0.5789	0.7608
0.2701	28.7778	518	0.6010	0.5249	0.6010	0.7752
0.2701	28.8889	520	0.5678	0.5095	0.5678	0.7535
0.2701	29.0	522	0.5233	0.5009	0.5233	0.7234
0.2701	29.1111	524	0.5114	0.5647	0.5114	0.7151
0.2701	29.2222	526	0.5196	0.5428	0.5196	0.7209
0.2701	29.3333	528	0.5144	0.5960	0.5144	0.7172
0.2701	29.4444	530	0.5225	0.4631	0.5225	0.7229
0.2701	29.5556	532	0.5333	0.4631	0.5333	0.7302
0.2701	29.6667	534	0.5398	0.4767	0.5398	0.7347
0.2701	29.7778	536	0.5309	0.4767	0.5309	0.7286
0.2701	29.8889	538	0.5073	0.5343	0.5073	0.7122
0.2701	30.0	540	0.5031	0.5428	0.5031	0.7093
0.2701	30.1111	542	0.5474	0.5553	0.5474	0.7398
0.2701	30.2222	544	0.5721	0.5342	0.5721	0.7564
0.2701	30.3333	546	0.5437	0.5758	0.5437	0.7374
0.2701	30.4444	548	0.5065	0.5632	0.5065	0.7117
0.2701	30.5556	550	0.5018	0.5344	0.5018	0.7084
0.2701	30.6667	552	0.5032	0.5286	0.5032	0.7093
0.2701	30.7778	554	0.5067	0.5286	0.5067	0.7118
0.2701	30.8889	556	0.5148	0.5577	0.5148	0.7175
0.2701	31.0	558	0.5327	0.4855	0.5327	0.7298
0.2701	31.1111	560	0.5746	0.4542	0.5746	0.7580
0.2701	31.2222	562	0.6234	0.4665	0.6234	0.7895
0.2701	31.3333	564	0.6090	0.4522	0.6090	0.7804
0.2701	31.4444	566	0.5818	0.4522	0.5818	0.7627
0.2701	31.5556	568	0.5559	0.4855	0.5559	0.7456
0.2701	31.6667	570	0.5423	0.4618	0.5423	0.7364
0.2701	31.7778	572	0.5409	0.4684	0.5409	0.7354
0.2701	31.8889	574	0.5259	0.5345	0.5259	0.7252
0.2701	32.0	576	0.5036	0.5267	0.5036	0.7096
0.2701	32.1111	578	0.5036	0.5556	0.5036	0.7097
0.2701	32.2222	580	0.5138	0.5171	0.5138	0.7168
0.2701	32.3333	582	0.5158	0.5171	0.5158	0.7182
0.2701	32.4444	584	0.5104	0.5625	0.5104	0.7145
0.2701	32.5556	586	0.5399	0.5081	0.5399	0.7348
0.2701	32.6667	588	0.5860	0.5123	0.5860	0.7655
0.2701	32.7778	590	0.6228	0.4898	0.6228	0.7892
0.2701	32.8889	592	0.6322	0.4898	0.6322	0.7951
0.2701	33.0	594	0.5943	0.4684	0.5943	0.7709
0.2701	33.1111	596	0.5746	0.4451	0.5746	0.7580
0.2701	33.2222	598	0.5593	0.3340	0.5593	0.7479
0.2701	33.3333	600	0.5568	0.4801	0.5568	0.7462
0.2701	33.4444	602	0.5649	0.5758	0.5649	0.7516
0.2701	33.5556	604	0.5576	0.5772	0.5576	0.7467
0.2701	33.6667	606	0.5356	0.6100	0.5356	0.7318
0.2701	33.7778	608	0.5280	0.5798	0.5280	0.7266
0.2701	33.8889	610	0.5541	0.5406	0.5541	0.7444
0.2701	34.0	612	0.6079	0.4079	0.6079	0.7797
0.2701	34.1111	614	0.6411	0.4341	0.6411	0.8007
0.2701	34.2222	616	0.6013	0.4489	0.6013	0.7754
0.2701	34.3333	618	0.5292	0.5105	0.5292	0.7275
0.2701	34.4444	620	0.5090	0.4492	0.5090	0.7134
0.2701	34.5556	622	0.5275	0.5516	0.5275	0.7263
0.2701	34.6667	624	0.5568	0.4997	0.5568	0.7462
0.2701	34.7778	626	0.5573	0.5086	0.5573	0.7466
0.2701	34.8889	628	0.5804	0.4582	0.5804	0.7618
0.2701	35.0	630	0.5877	0.4961	0.5877	0.7666
0.2701	35.1111	632	0.5646	0.5107	0.5646	0.7514
0.2701	35.2222	634	0.5524	0.4464	0.5524	0.7433
0.2701	35.3333	636	0.5499	0.4933	0.5499	0.7416
0.2701	35.4444	638	0.5461	0.4933	0.5461	0.7390
0.2701	35.5556	640	0.5604	0.4933	0.5604	0.7486
0.2701	35.6667	642	0.5671	0.5639	0.5671	0.7530
0.2701	35.7778	644	0.5590	0.5845	0.5590	0.7476
0.2701	35.8889	646	0.5382	0.5799	0.5382	0.7336
0.2701	36.0	648	0.5459	0.4945	0.5459	0.7389
0.2701	36.1111	650	0.5890	0.4528	0.5890	0.7675
0.2701	36.2222	652	0.5897	0.4028	0.5897	0.7679
0.2701	36.3333	654	0.5605	0.4116	0.5605	0.7487
0.2701	36.4444	656	0.5394	0.4838	0.5394	0.7344
0.2701	36.5556	658	0.5336	0.4774	0.5336	0.7305
0.2701	36.6667	660	0.5379	0.4763	0.5379	0.7334
0.2701	36.7778	662	0.5443	0.5306	0.5443	0.7378
0.2701	36.8889	664	0.5497	0.5306	0.5497	0.7414
0.2701	37.0	666	0.5372	0.5937	0.5372	0.7330
0.2701	37.1111	668	0.5311	0.5177	0.5311	0.7288
0.2701	37.2222	670	0.5362	0.5079	0.5362	0.7322
0.2701	37.3333	672	0.5409	0.4697	0.5409	0.7355
0.2701	37.4444	674	0.5434	0.4611	0.5434	0.7372
0.2701	37.5556	676	0.5360	0.4611	0.5360	0.7321
0.2701	37.6667	678	0.5316	0.4904	0.5316	0.7291
0.2701	37.7778	680	0.5335	0.5396	0.5335	0.7304
0.2701	37.8889	682	0.5354	0.5396	0.5354	0.7317
0.2701	38.0	684	0.5332	0.5184	0.5332	0.7302
0.2701	38.1111	686	0.5409	0.5118	0.5409	0.7354
0.2701	38.2222	688	0.5646	0.4717	0.5646	0.7514
0.2701	38.3333	690	0.5740	0.4734	0.5740	0.7577
0.2701	38.4444	692	0.5797	0.4655	0.5797	0.7614
0.2701	38.5556	694	0.5894	0.4832	0.5894	0.7677
0.2701	38.6667	696	0.5984	0.4756	0.5984	0.7735
0.2701	38.7778	698	0.5755	0.4821	0.5755	0.7586
0.2701	38.8889	700	0.5485	0.4802	0.5485	0.7406
0.2701	39.0	702	0.5313	0.4611	0.5313	0.7289
0.2701	39.1111	704	0.5180	0.4677	0.5180	0.7197
0.2701	39.2222	706	0.5161	0.4918	0.5161	0.7184
0.2701	39.3333	708	0.5204	0.4677	0.5204	0.7214
0.2701	39.4444	710	0.5265	0.4677	0.5265	0.7256
0.2701	39.5556	712	0.5294	0.4611	0.5294	0.7276
0.2701	39.6667	714	0.5304	0.4776	0.5304	0.7283
0.2701	39.7778	716	0.5291	0.4991	0.5291	0.7274
0.2701	39.8889	718	0.5278	0.4611	0.5278	0.7265
0.2701	40.0	720	0.5322	0.4611	0.5322	0.7295
0.2701	40.1111	722	0.5286	0.4677	0.5286	0.7271
0.2701	40.2222	724	0.5247	0.4677	0.5247	0.7244
0.2701	40.3333	726	0.5223	0.4918	0.5223	0.7227
0.2701	40.4444	728	0.5208	0.4595	0.5208	0.7217
0.2701	40.5556	730	0.5303	0.5206	0.5303	0.7282
0.2701	40.6667	732	0.5610	0.6508	0.5610	0.7490
0.2701	40.7778	734	0.5650	0.6508	0.5650	0.7517
0.2701	40.8889	736	0.5451	0.5528	0.5451	0.7383
0.2701	41.0	738	0.5278	0.4619	0.5278	0.7265
0.2701	41.1111	740	0.5248	0.4928	0.5248	0.7244
0.2701	41.2222	742	0.5243	0.4928	0.5243	0.7241
0.2701	41.3333	744	0.5240	0.4697	0.5240	0.7239
0.2701	41.4444	746	0.5228	0.4776	0.5228	0.7230
0.2701	41.5556	748	0.5217	0.4697	0.5217	0.7223
0.2701	41.6667	750	0.5229	0.4635	0.5229	0.7231
0.2701	41.7778	752	0.5240	0.4635	0.5240	0.7239
0.2701	41.8889	754	0.5204	0.4697	0.5204	0.7214
0.2701	42.0	756	0.5261	0.4813	0.5261	0.7254
0.2701	42.1111	758	0.5304	0.4813	0.5304	0.7283
0.2701	42.2222	760	0.5208	0.4438	0.5208	0.7217
0.2701	42.3333	762	0.5129	0.4820	0.5129	0.7161
0.2701	42.4444	764	0.5076	0.4858	0.5076	0.7125
0.2701	42.5556	766	0.5165	0.4569	0.5165	0.7187
0.2701	42.6667	768	0.5292	0.4653	0.5292	0.7275
0.2701	42.7778	770	0.5235	0.4653	0.5235	0.7235
0.2701	42.8889	772	0.5156	0.4717	0.5156	0.7180
0.2701	43.0	774	0.5084	0.4717	0.5084	0.7130
0.2701	43.1111	776	0.5049	0.4795	0.5049	0.7105
0.2701	43.2222	778	0.5066	0.4562	0.5066	0.7117
0.2701	43.3333	780	0.5120	0.4915	0.5120	0.7155
0.2701	43.4444	782	0.5137	0.4915	0.5137	0.7167
0.2701	43.5556	784	0.5120	0.4562	0.5120	0.7155
0.2701	43.6667	786	0.5141	0.4869	0.5141	0.7170
0.2701	43.7778	788	0.5155	0.4869	0.5155	0.7180
0.2701	43.8889	790	0.5101	0.4938	0.5101	0.7142
0.2701	44.0	792	0.5068	0.4746	0.5068	0.7119
0.2701	44.1111	794	0.5043	0.4634	0.5043	0.7102
0.2701	44.2222	796	0.5025	0.4634	0.5025	0.7088
0.2701	44.3333	798	0.5073	0.5593	0.5073	0.7123
0.2701	44.4444	800	0.5092	0.5801	0.5092	0.7136
0.2701	44.5556	802	0.5059	0.6018	0.5059	0.7113
0.2701	44.6667	804	0.4927	0.6241	0.4927	0.7020
0.2701	44.7778	806	0.4862	0.5195	0.4862	0.6972
0.2701	44.8889	808	0.5060	0.5046	0.5060	0.7113
0.2701	45.0	810	0.5461	0.4841	0.5461	0.7390
0.2701	45.1111	812	0.5719	0.4795	0.5719	0.7562
0.2701	45.2222	814	0.5664	0.4795	0.5664	0.7526
0.2701	45.3333	816	0.5344	0.4979	0.5344	0.7310
0.2701	45.4444	818	0.5168	0.4979	0.5168	0.7189
0.2701	45.5556	820	0.5016	0.5343	0.5016	0.7082
0.2701	45.6667	822	0.4997	0.4801	0.4997	0.7069
0.2701	45.7778	824	0.5037	0.5089	0.5037	0.7097
0.2701	45.8889	826	0.5063	0.4847	0.5063	0.7115
0.2701	46.0	828	0.5134	0.5801	0.5134	0.7165
0.2701	46.1111	830	0.5256	0.5577	0.5256	0.7250
0.2701	46.2222	832	0.5312	0.4555	0.5312	0.7288
0.2701	46.3333	834	0.5281	0.3552	0.5281	0.7267
0.2701	46.4444	836	0.5235	0.4314	0.5235	0.7235
0.2701	46.5556	838	0.5213	0.4314	0.5213	0.7220
0.2701	46.6667	840	0.5166	0.3863	0.5166	0.7188
0.2701	46.7778	842	0.5110	0.3995	0.5110	0.7148
0.2701	46.8889	844	0.4989	0.4703	0.4989	0.7063
0.2701	47.0	846	0.5009	0.5227	0.5009	0.7077
0.2701	47.1111	848	0.5210	0.5195	0.5210	0.7218
0.2701	47.2222	850	0.5276	0.4997	0.5276	0.7263
0.2701	47.3333	852	0.5175	0.4960	0.5175	0.7194
0.2701	47.4444	854	0.5140	0.4595	0.5140	0.7170
0.2701	47.5556	856	0.5003	0.5321	0.5003	0.7073
0.2701	47.6667	858	0.4940	0.5213	0.4940	0.7028
0.2701	47.7778	860	0.4908	0.5344	0.4908	0.7006
0.2701	47.8889	862	0.4969	0.5201	0.4969	0.7049
0.2701	48.0	864	0.4979	0.4681	0.4979	0.7056
0.2701	48.1111	866	0.4960	0.5306	0.4960	0.7043
0.2701	48.2222	868	0.4962	0.5042	0.4962	0.7044
0.2701	48.3333	870	0.5008	0.5042	0.5008	0.7077
0.2701	48.4444	872	0.5036	0.5042	0.5036	0.7096
0.2701	48.5556	874	0.5100	0.5770	0.5100	0.7142
0.2701	48.6667	876	0.5273	0.5457	0.5273	0.7262
0.2701	48.7778	878	0.5359	0.5653	0.5359	0.7321
0.2701	48.8889	880	0.5320	0.5859	0.5320	0.7294
0.2701	49.0	882	0.5235	0.5473	0.5235	0.7235
0.2701	49.1111	884	0.5213	0.5974	0.5213	0.7220
0.2701	49.2222	886	0.5300	0.5621	0.5300	0.7280
0.2701	49.3333	888	0.5338	0.5271	0.5338	0.7306
0.2701	49.4444	890	0.5325	0.5111	0.5325	0.7297
0.2701	49.5556	892	0.5296	0.5465	0.5296	0.7277
0.2701	49.6667	894	0.5290	0.4910	0.5290	0.7273
0.2701	49.7778	896	0.5276	0.5042	0.5276	0.7264
0.2701	49.8889	898	0.5272	0.4788	0.5272	0.7261
0.2701	50.0	900	0.5259	0.4788	0.5259	0.7252
0.2701	50.1111	902	0.5237	0.4788	0.5237	0.7236
0.2701	50.2222	904	0.5187	0.4934	0.5187	0.7202
0.2701	50.3333	906	0.5164	0.4847	0.5164	0.7186
0.2701	50.4444	908	0.5141	0.5089	0.5141	0.7170
0.2701	50.5556	910	0.5118	0.5505	0.5118	0.7154
0.2701	50.6667	912	0.5124	0.5956	0.5124	0.7158
0.2701	50.7778	914	0.5160	0.4802	0.5160	0.7183
0.2701	50.8889	916	0.5275	0.4448	0.5275	0.7263
0.2701	51.0	918	0.5519	0.4886	0.5519	0.7429
0.2701	51.1111	920	0.5483	0.4652	0.5483	0.7405
0.2701	51.2222	922	0.5255	0.4980	0.5255	0.7249
0.2701	51.3333	924	0.5070	0.5703	0.5070	0.7121
0.2701	51.4444	926	0.5196	0.5653	0.5196	0.7208
0.2701	51.5556	928	0.5417	0.5553	0.5417	0.7360
0.2701	51.6667	930	0.5558	0.5553	0.5558	0.7455
0.2701	51.7778	932	0.5514	0.5553	0.5514	0.7426
0.2701	51.8889	934	0.5470	0.5512	0.5470	0.7396
0.2701	52.0	936	0.5320	0.5166	0.5320	0.7294
0.2701	52.1111	938	0.5280	0.3945	0.5280	0.7266
0.2701	52.2222	940	0.5320	0.4378	0.5320	0.7294
0.2701	52.3333	942	0.5330	0.4111	0.5330	0.7300
0.2701	52.4444	944	0.5325	0.4378	0.5325	0.7298
0.2701	52.5556	946	0.5329	0.4179	0.5329	0.7300
0.2701	52.6667	948	0.5377	0.4413	0.5377	0.7333
0.2701	52.7778	950	0.5563	0.5223	0.5563	0.7458
0.2701	52.8889	952	0.5590	0.5342	0.5590	0.7476
0.2701	53.0	954	0.5586	0.5223	0.5586	0.7474
0.2701	53.1111	956	0.5486	0.4179	0.5486	0.7407
0.2701	53.2222	958	0.5420	0.4908	0.5420	0.7362
0.2701	53.3333	960	0.5376	0.4561	0.5376	0.7332
0.2701	53.4444	962	0.5411	0.3717	0.5411	0.7356
0.2701	53.5556	964	0.5466	0.4034	0.5466	0.7393
0.2701	53.6667	966	0.5475	0.3509	0.5475	0.7400
0.2701	53.7778	968	0.5449	0.4092	0.5449	0.7382
0.2701	53.8889	970	0.5447	0.4548	0.5447	0.7381
0.2701	54.0	972	0.5472	0.5321	0.5472	0.7397
0.2701	54.1111	974	0.5526	0.5548	0.5526	0.7433
0.2701	54.2222	976	0.5632	0.5753	0.5632	0.7505
0.2701	54.3333	978	0.5672	0.5548	0.5672	0.7531
0.2701	54.4444	980	0.5604	0.5756	0.5604	0.7486
0.2701	54.5556	982	0.5571	0.5353	0.5571	0.7464
0.2701	54.6667	984	0.5560	0.4600	0.5560	0.7457
0.2701	54.7778	986	0.5562	0.4362	0.5562	0.7458
0.2701	54.8889	988	0.5550	0.4828	0.5550	0.7450
0.2701	55.0	990	0.5567	0.4171	0.5567	0.7461
0.2701	55.1111	992	0.5583	0.4171	0.5583	0.7472
0.2701	55.2222	994	0.5594	0.4278	0.5594	0.7480
0.2701	55.3333	996	0.5613	0.4681	0.5613	0.7492
0.2701	55.4444	998	0.5640	0.5411	0.5640	0.7510
0.0554	55.5556	1000	0.5663	0.5457	0.5663	0.7525
0.0554	55.6667	1002	0.5661	0.5257	0.5661	0.7524
0.0554	55.7778	1004	0.5623	0.4806	0.5623	0.7499
0.0554	55.8889	1006	0.5582	0.4735	0.5582	0.7471
0.0554	56.0	1008	0.5551	0.3884	0.5551	0.7451
0.0554	56.1111	1010	0.5527	0.4276	0.5527	0.7435

Framework versions

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