ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_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: 0.5848
• Qwk: 0.3782
• Mse: 0.5848
• Rmse: 0.7647

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	0.0645	2	2.4767	-0.0593	2.4767	1.5737
No log	0.1290	4	1.2293	0.0989	1.2293	1.1087
No log	0.1935	6	1.0173	-0.0970	1.0173	1.0086
No log	0.2581	8	1.3112	-0.2543	1.3112	1.1451
No log	0.3226	10	1.1805	-0.0259	1.1805	1.0865
No log	0.3871	12	1.1231	-0.0103	1.1231	1.0598
No log	0.4516	14	1.0024	0.0410	1.0024	1.0012
No log	0.5161	16	1.1118	-0.1517	1.1119	1.0544
No log	0.5806	18	0.8564	0.0	0.8564	0.9254
No log	0.6452	20	0.7625	0.0428	0.7625	0.8732
No log	0.7097	22	0.7385	0.0840	0.7385	0.8594
No log	0.7742	24	0.7303	0.1139	0.7303	0.8546
No log	0.8387	26	0.7281	0.1187	0.7281	0.8533
No log	0.9032	28	0.7271	0.1561	0.7271	0.8527
No log	0.9677	30	0.7421	0.2345	0.7421	0.8614
No log	1.0323	32	0.8337	0.3105	0.8337	0.9131
No log	1.0968	34	0.8213	0.3169	0.8213	0.9062
No log	1.1613	36	0.7196	0.3594	0.7196	0.8483
No log	1.2258	38	0.6717	0.1456	0.6717	0.8196
No log	1.2903	40	0.6800	0.1232	0.6800	0.8246
No log	1.3548	42	0.7177	0.2080	0.7177	0.8472
No log	1.4194	44	0.6813	0.2389	0.6813	0.8254
No log	1.4839	46	0.6465	0.1923	0.6465	0.8041
No log	1.5484	48	0.6392	0.3166	0.6392	0.7995
No log	1.6129	50	0.7172	0.3372	0.7172	0.8469
No log	1.6774	52	0.8303	0.3042	0.8303	0.9112
No log	1.7419	54	0.7078	0.2883	0.7078	0.8413
No log	1.8065	56	0.6580	0.3243	0.6580	0.8112
No log	1.8710	58	0.7318	0.2552	0.7318	0.8554
No log	1.9355	60	0.6880	0.3399	0.6880	0.8295
No log	2.0	62	0.6852	0.2777	0.6852	0.8278
No log	2.0645	64	0.7048	0.3728	0.7048	0.8395
No log	2.1290	66	0.7150	0.4314	0.7150	0.8456
No log	2.1935	68	0.7061	0.2847	0.7061	0.8403
No log	2.2581	70	0.7297	0.1979	0.7297	0.8542
No log	2.3226	72	0.7037	0.2254	0.7037	0.8388
No log	2.3871	74	0.7187	0.3976	0.7187	0.8477
No log	2.4516	76	0.6894	0.3894	0.6894	0.8303
No log	2.5161	78	0.6288	0.3426	0.6288	0.7929
No log	2.5806	80	0.6798	0.3856	0.6798	0.8245
No log	2.6452	82	0.7607	0.4219	0.7607	0.8722
No log	2.7097	84	0.7907	0.4219	0.7907	0.8892
No log	2.7742	86	0.6523	0.3561	0.6523	0.8077
No log	2.8387	88	0.6494	0.4194	0.6494	0.8059
No log	2.9032	90	0.6786	0.4393	0.6786	0.8238
No log	2.9677	92	0.6668	0.4460	0.6668	0.8166
No log	3.0323	94	0.6769	0.4261	0.6769	0.8228
No log	3.0968	96	0.8136	0.3909	0.8136	0.9020
No log	3.1613	98	0.6790	0.5442	0.6790	0.8240
No log	3.2258	100	0.6497	0.4107	0.6497	0.8060
No log	3.2903	102	0.6565	0.3391	0.6565	0.8102
No log	3.3548	104	0.6695	0.3425	0.6695	0.8182
No log	3.4194	106	0.6836	0.4901	0.6836	0.8268
No log	3.4839	108	0.7274	0.4794	0.7274	0.8529
No log	3.5484	110	0.7202	0.4900	0.7202	0.8486
No log	3.6129	112	0.6973	0.5022	0.6973	0.8350
No log	3.6774	114	0.7025	0.4492	0.7025	0.8381
No log	3.7419	116	0.7479	0.4466	0.7479	0.8648
No log	3.8065	118	0.7749	0.4326	0.7749	0.8803
No log	3.8710	120	0.7385	0.3953	0.7385	0.8594
No log	3.9355	122	0.7333	0.3684	0.7333	0.8563
No log	4.0	124	0.7206	0.3639	0.7206	0.8489
No log	4.0645	126	0.7830	0.4356	0.7830	0.8849
No log	4.1290	128	0.8670	0.4932	0.8670	0.9311
No log	4.1935	130	0.8321	0.4879	0.8321	0.9122
No log	4.2581	132	0.8583	0.4683	0.8583	0.9264
No log	4.3226	134	0.9197	0.4584	0.9197	0.9590
No log	4.3871	136	0.7606	0.4193	0.7606	0.8721
No log	4.4516	138	0.6466	0.4434	0.6466	0.8041
No log	4.5161	140	0.6390	0.4681	0.6390	0.7994
No log	4.5806	142	0.6399	0.4801	0.6399	0.7999
No log	4.6452	144	0.6473	0.4801	0.6473	0.8046
No log	4.7097	146	0.5763	0.5063	0.5763	0.7592
No log	4.7742	148	0.5684	0.5797	0.5684	0.7539
No log	4.8387	150	0.6155	0.5501	0.6155	0.7845
No log	4.9032	152	0.6116	0.4659	0.6116	0.7821
No log	4.9677	154	0.6017	0.4149	0.6017	0.7757
No log	5.0323	156	0.5747	0.4533	0.5747	0.7581
No log	5.0968	158	0.5642	0.5488	0.5642	0.7512
No log	5.1613	160	0.6211	0.5403	0.6211	0.7881
No log	5.2258	162	0.6622	0.5409	0.6622	0.8137
No log	5.2903	164	0.6649	0.5484	0.6649	0.8154
No log	5.3548	166	0.6763	0.5547	0.6763	0.8224
No log	5.4194	168	0.7090	0.5239	0.7090	0.8420
No log	5.4839	170	0.7266	0.4699	0.7266	0.8524
No log	5.5484	172	0.6117	0.4854	0.6117	0.7821
No log	5.6129	174	0.5575	0.5604	0.5575	0.7467
No log	5.6774	176	0.5602	0.5677	0.5602	0.7485
No log	5.7419	178	0.6333	0.4430	0.6333	0.7958
No log	5.8065	180	0.6895	0.4197	0.6895	0.8304
No log	5.8710	182	0.6682	0.4444	0.6682	0.8174
No log	5.9355	184	0.6089	0.4875	0.6089	0.7803
No log	6.0	186	0.6091	0.4968	0.6091	0.7804
No log	6.0645	188	0.6313	0.4721	0.6313	0.7945
No log	6.1290	190	0.7358	0.4085	0.7358	0.8578
No log	6.1935	192	0.7438	0.3521	0.7438	0.8624
No log	6.2581	194	0.6899	0.3891	0.6899	0.8306
No log	6.3226	196	0.6107	0.4700	0.6107	0.7815
No log	6.3871	198	0.6291	0.5363	0.6291	0.7931
No log	6.4516	200	0.7346	0.4783	0.7346	0.8571
No log	6.5161	202	0.6758	0.4708	0.6758	0.8221
No log	6.5806	204	0.5556	0.5494	0.5556	0.7454
No log	6.6452	206	0.6978	0.4386	0.6978	0.8353
No log	6.7097	208	0.7394	0.4830	0.7394	0.8599
No log	6.7742	210	0.5968	0.6028	0.5968	0.7725
No log	6.8387	212	0.6447	0.4955	0.6447	0.8030
No log	6.9032	214	0.7345	0.3868	0.7345	0.8571
No log	6.9677	216	0.6400	0.4690	0.6400	0.8000
No log	7.0323	218	0.5513	0.5009	0.5513	0.7425
No log	7.0968	220	0.5468	0.4904	0.5468	0.7394
No log	7.1613	222	0.5400	0.5631	0.5400	0.7349
No log	7.2258	224	0.5797	0.5016	0.5797	0.7614
No log	7.2903	226	0.5762	0.5395	0.5762	0.7591
No log	7.3548	228	0.5583	0.6184	0.5583	0.7472
No log	7.4194	230	0.6660	0.4377	0.6660	0.8161
No log	7.4839	232	0.6779	0.4527	0.6779	0.8233
No log	7.5484	234	0.5925	0.5483	0.5925	0.7698
No log	7.6129	236	0.5989	0.5015	0.5989	0.7739
No log	7.6774	238	0.5884	0.5015	0.5884	0.7671
No log	7.7419	240	0.5548	0.5021	0.5548	0.7448
No log	7.8065	242	0.5549	0.5250	0.5549	0.7449
No log	7.8710	244	0.5585	0.5118	0.5585	0.7473
No log	7.9355	246	0.5713	0.4789	0.5713	0.7559
No log	8.0	248	0.5749	0.4619	0.5749	0.7582
No log	8.0645	250	0.5780	0.3702	0.5780	0.7603
No log	8.1290	252	0.5855	0.4168	0.5855	0.7652
No log	8.1935	254	0.6044	0.4642	0.6044	0.7774
No log	8.2581	256	0.6078	0.4103	0.6078	0.7796
No log	8.3226	258	0.6037	0.3408	0.6037	0.7770
No log	8.3871	260	0.6019	0.4176	0.6019	0.7758
No log	8.4516	262	0.6126	0.6222	0.6126	0.7827
No log	8.5161	264	0.6033	0.6256	0.6033	0.7767
No log	8.5806	266	0.5972	0.6307	0.5972	0.7728
No log	8.6452	268	0.6349	0.4698	0.6349	0.7968
No log	8.7097	270	0.5868	0.6124	0.5868	0.7660
No log	8.7742	272	0.5734	0.5301	0.5734	0.7572
No log	8.8387	274	0.5679	0.4461	0.5679	0.7536
No log	8.9032	276	0.5641	0.5232	0.5641	0.7511
No log	8.9677	278	0.6399	0.4749	0.6399	0.7999
No log	9.0323	280	0.6194	0.4749	0.6194	0.7870
No log	9.0968	282	0.5667	0.4681	0.5667	0.7528
No log	9.1613	284	0.5913	0.4763	0.5913	0.7690
No log	9.2258	286	0.6240	0.4155	0.6240	0.7899
No log	9.2903	288	0.7253	0.4247	0.7253	0.8516
No log	9.3548	290	0.7027	0.3868	0.7027	0.8383
No log	9.4194	292	0.5761	0.5201	0.5761	0.7590
No log	9.4839	294	0.5516	0.5826	0.5516	0.7427
No log	9.5484	296	0.6007	0.4875	0.6007	0.7750
No log	9.6129	298	0.5611	0.5483	0.5611	0.7491
No log	9.6774	300	0.5183	0.5042	0.5183	0.7199
No log	9.7419	302	0.5714	0.4582	0.5714	0.7559
No log	9.8065	304	0.6077	0.4665	0.6077	0.7796
No log	9.8710	306	0.5267	0.5254	0.5267	0.7257
No log	9.9355	308	0.5400	0.5483	0.5400	0.7348
No log	10.0	310	0.6021	0.5030	0.6021	0.7760
No log	10.0645	312	0.5583	0.5414	0.5583	0.7472
No log	10.1290	314	0.5317	0.5768	0.5317	0.7292
No log	10.1935	316	0.6628	0.4085	0.6628	0.8141
No log	10.2581	318	0.7802	0.4186	0.7802	0.8833
No log	10.3226	320	0.7131	0.3731	0.7131	0.8444
No log	10.3871	322	0.5953	0.4576	0.5953	0.7716
No log	10.4516	324	0.5482	0.4425	0.5482	0.7404
No log	10.5161	326	0.5671	0.4505	0.5671	0.7530
No log	10.5806	328	0.5591	0.4240	0.5591	0.7477
No log	10.6452	330	0.5410	0.4788	0.5410	0.7355
No log	10.7097	332	0.5329	0.5344	0.5329	0.7300
No log	10.7742	334	0.5414	0.5533	0.5414	0.7358
No log	10.8387	336	0.5741	0.5272	0.5741	0.7577
No log	10.9032	338	0.6158	0.5050	0.6158	0.7847
No log	10.9677	340	0.6362	0.5164	0.6362	0.7976
No log	11.0323	342	0.6095	0.5589	0.6095	0.7807
No log	11.0968	344	0.6046	0.5479	0.6046	0.7776
No log	11.1613	346	0.6001	0.4874	0.6001	0.7746
No log	11.2258	348	0.6206	0.6135	0.6206	0.7878
No log	11.2903	350	0.6356	0.5379	0.6356	0.7972
No log	11.3548	352	0.5953	0.4837	0.5953	0.7716
No log	11.4194	354	0.5753	0.4591	0.5753	0.7585
No log	11.4839	356	0.5921	0.4788	0.5921	0.7695
No log	11.5484	358	0.5797	0.4966	0.5797	0.7614
No log	11.6129	360	0.5470	0.4878	0.5470	0.7396
No log	11.6774	362	0.5860	0.5230	0.5860	0.7655
No log	11.7419	364	0.6161	0.4463	0.6161	0.7849
No log	11.8065	366	0.5737	0.5266	0.5737	0.7574
No log	11.8710	368	0.5570	0.4086	0.5570	0.7463
No log	11.9355	370	0.6236	0.3918	0.6236	0.7897
No log	12.0	372	0.6706	0.3918	0.6706	0.8189
No log	12.0645	374	0.6377	0.4190	0.6377	0.7985
No log	12.1290	376	0.6084	0.4393	0.6084	0.7800
No log	12.1935	378	0.5879	0.5053	0.5879	0.7667
No log	12.2581	380	0.5803	0.4681	0.5803	0.7618
No log	12.3226	382	0.5865	0.4194	0.5865	0.7659
No log	12.3871	384	0.5937	0.4206	0.5937	0.7705
No log	12.4516	386	0.6313	0.4437	0.6313	0.7945
No log	12.5161	388	0.6484	0.4929	0.6484	0.8052
No log	12.5806	390	0.7121	0.4496	0.7121	0.8439
No log	12.6452	392	0.7568	0.4222	0.7568	0.8699
No log	12.7097	394	0.7393	0.4883	0.7393	0.8598
No log	12.7742	396	0.6892	0.4717	0.6892	0.8302
No log	12.8387	398	0.6237	0.4737	0.6237	0.7897
No log	12.9032	400	0.6035	0.4719	0.6035	0.7769
No log	12.9677	402	0.6335	0.4966	0.6335	0.7959
No log	13.0323	404	0.5933	0.5170	0.5933	0.7703
No log	13.0968	406	0.5366	0.5970	0.5366	0.7326
No log	13.1613	408	0.5174	0.6158	0.5174	0.7193
No log	13.2258	410	0.5172	0.5888	0.5172	0.7192
No log	13.2903	412	0.5292	0.5302	0.5292	0.7275
No log	13.3548	414	0.5486	0.4895	0.5486	0.7407
No log	13.4194	416	0.5493	0.4895	0.5493	0.7412
No log	13.4839	418	0.5345	0.4795	0.5345	0.7311
No log	13.5484	420	0.5232	0.5022	0.5232	0.7233
No log	13.6129	422	0.5221	0.5304	0.5221	0.7225
No log	13.6774	424	0.5289	0.5270	0.5289	0.7272
No log	13.7419	426	0.5471	0.5285	0.5471	0.7397
No log	13.8065	428	0.5627	0.5285	0.5627	0.7502
No log	13.8710	430	0.5628	0.5798	0.5628	0.7502
No log	13.9355	432	0.6244	0.5659	0.6244	0.7902
No log	14.0	434	0.6756	0.5026	0.6756	0.8220
No log	14.0645	436	0.6121	0.4491	0.6121	0.7824
No log	14.1290	438	0.5372	0.3976	0.5372	0.7329
No log	14.1935	440	0.5236	0.4774	0.5236	0.7236
No log	14.2581	442	0.5177	0.5227	0.5177	0.7195
No log	14.3226	444	0.5122	0.4482	0.5122	0.7157
No log	14.3871	446	0.5532	0.5166	0.5532	0.7438
No log	14.4516	448	0.5418	0.5512	0.5418	0.7361
No log	14.5161	450	0.5424	0.6271	0.5424	0.7365
No log	14.5806	452	0.5549	0.6387	0.5549	0.7449
No log	14.6452	454	0.5610	0.6557	0.5610	0.7490
No log	14.7097	456	0.5520	0.6322	0.5520	0.7430
No log	14.7742	458	0.5575	0.6143	0.5575	0.7466
No log	14.8387	460	0.5492	0.5447	0.5492	0.7411
No log	14.9032	462	0.5324	0.5574	0.5324	0.7296
No log	14.9677	464	0.5290	0.5379	0.5290	0.7273
No log	15.0323	466	0.5273	0.5538	0.5273	0.7261
No log	15.0968	468	0.5287	0.5302	0.5287	0.7271
No log	15.1613	470	0.5151	0.5373	0.5151	0.7177
No log	15.2258	472	0.5354	0.6321	0.5354	0.7317
No log	15.2903	474	0.5658	0.6150	0.5658	0.7522
No log	15.3548	476	0.5502	0.6787	0.5502	0.7418
No log	15.4194	478	0.5422	0.5767	0.5422	0.7364
No log	15.4839	480	0.5805	0.4981	0.5805	0.7619
No log	15.5484	482	0.6478	0.4424	0.6478	0.8048
No log	15.6129	484	0.5895	0.4841	0.5895	0.7678
No log	15.6774	486	0.5333	0.5797	0.5333	0.7303
No log	15.7419	488	0.5774	0.5357	0.5774	0.7599
No log	15.8065	490	0.6930	0.4870	0.6930	0.8325
No log	15.8710	492	0.7350	0.4870	0.7350	0.8573
No log	15.9355	494	0.6592	0.4870	0.6592	0.8119
No log	16.0	496	0.5666	0.4576	0.5666	0.7527
No log	16.0645	498	0.5304	0.4171	0.5304	0.7283
0.2779	16.1290	500	0.5269	0.3915	0.5269	0.7259
0.2779	16.1935	502	0.5344	0.4482	0.5344	0.7310
0.2779	16.2581	504	0.5733	0.3387	0.5733	0.7572
0.2779	16.3226	506	0.5975	0.2950	0.5975	0.7730
0.2779	16.3871	508	0.5982	0.3471	0.5982	0.7734
0.2779	16.4516	510	0.5876	0.5211	0.5876	0.7666
0.2779	16.5161	512	0.5843	0.6423	0.5843	0.7644
0.2779	16.5806	514	0.5501	0.6070	0.5501	0.7417
0.2779	16.6452	516	0.5305	0.6034	0.5305	0.7283
0.2779	16.7097	518	0.5216	0.5853	0.5216	0.7222
0.2779	16.7742	520	0.5129	0.6334	0.5129	0.7161
0.2779	16.8387	522	0.5133	0.6201	0.5133	0.7165
0.2779	16.9032	524	0.5006	0.5786	0.5006	0.7075
0.2779	16.9677	526	0.4947	0.6004	0.4947	0.7033
0.2779	17.0323	528	0.4882	0.6039	0.4882	0.6987
0.2779	17.0968	530	0.4998	0.5781	0.4998	0.7069
0.2779	17.1613	532	0.5109	0.5495	0.5109	0.7148
0.2779	17.2258	534	0.5068	0.6645	0.5068	0.7119
0.2779	17.2903	536	0.5254	0.6599	0.5254	0.7249
0.2779	17.3548	538	0.5405	0.6051	0.5405	0.7352
0.2779	17.4194	540	0.5278	0.6348	0.5278	0.7265
0.2779	17.4839	542	0.5294	0.6348	0.5294	0.7276
0.2779	17.5484	544	0.5432	0.6032	0.5432	0.7370
0.2779	17.6129	546	0.5479	0.5831	0.5479	0.7402
0.2779	17.6774	548	0.5399	0.5831	0.5399	0.7348
0.2779	17.7419	550	0.5162	0.5732	0.5162	0.7185
0.2779	17.8065	552	0.5176	0.6503	0.5176	0.7195
0.2779	17.8710	554	0.5470	0.5426	0.5470	0.7396
0.2779	17.9355	556	0.5569	0.5259	0.5569	0.7463
0.2779	18.0	558	0.5767	0.5179	0.5767	0.7594
0.2779	18.0645	560	0.5829	0.5179	0.5829	0.7635
0.2779	18.1290	562	0.5400	0.6406	0.5400	0.7348
0.2779	18.1935	564	0.5286	0.5227	0.5286	0.7271
0.2779	18.2581	566	0.5328	0.5227	0.5328	0.7299
0.2779	18.3226	568	0.5395	0.5227	0.5395	0.7345
0.2779	18.3871	570	0.5405	0.5227	0.5405	0.7352
0.2779	18.4516	572	0.5397	0.5227	0.5397	0.7346
0.2779	18.5161	574	0.5497	0.5682	0.5497	0.7414
0.2779	18.5806	576	0.5656	0.5473	0.5656	0.7521
0.2779	18.6452	578	0.5601	0.5473	0.5601	0.7484
0.2779	18.7097	580	0.5506	0.5473	0.5506	0.7420
0.2779	18.7742	582	0.5464	0.5473	0.5464	0.7392
0.2779	18.8387	584	0.5379	0.5816	0.5379	0.7334
0.2779	18.9032	586	0.5387	0.5784	0.5387	0.7339
0.2779	18.9677	588	0.5453	0.5428	0.5453	0.7384
0.2779	19.0323	590	0.5501	0.4966	0.5501	0.7417
0.2779	19.0968	592	0.5660	0.5770	0.5660	0.7523
0.2779	19.1613	594	0.5773	0.5586	0.5773	0.7598
0.2779	19.2258	596	0.5493	0.5770	0.5493	0.7411
0.2779	19.2903	598	0.5187	0.5306	0.5187	0.7202
0.2779	19.3548	600	0.5253	0.6183	0.5253	0.7248
0.2779	19.4194	602	0.5233	0.5888	0.5233	0.7234
0.2779	19.4839	604	0.5257	0.4828	0.5257	0.7251
0.2779	19.5484	606	0.5292	0.5256	0.5292	0.7275
0.2779	19.6129	608	0.5299	0.5473	0.5299	0.7279
0.2779	19.6774	610	0.5385	0.5947	0.5385	0.7338
0.2779	19.7419	612	0.5440	0.5772	0.5440	0.7375
0.2779	19.8065	614	0.5422	0.5741	0.5422	0.7363
0.2779	19.8710	616	0.5252	0.5738	0.5252	0.7247
0.2779	19.9355	618	0.5286	0.5781	0.5286	0.7271
0.2779	20.0	620	0.5462	0.5195	0.5462	0.7391
0.2779	20.0645	622	0.5346	0.5195	0.5346	0.7312
0.2779	20.1290	624	0.5285	0.6039	0.5285	0.7270
0.2779	20.1935	626	0.5474	0.5923	0.5474	0.7399
0.2779	20.2581	628	0.5796	0.5758	0.5796	0.7613
0.2779	20.3226	630	0.5814	0.5418	0.5814	0.7625
0.2779	20.3871	632	0.5669	0.5320	0.5669	0.7529
0.2779	20.4516	634	0.5831	0.5736	0.5831	0.7636
0.2779	20.5161	636	0.5903	0.5319	0.5903	0.7683
0.2779	20.5806	638	0.5797	0.4904	0.5797	0.7614
0.2779	20.6452	640	0.5880	0.5032	0.5880	0.7668
0.2779	20.7097	642	0.6574	0.4531	0.6574	0.8108
0.2779	20.7742	644	0.6847	0.4933	0.6847	0.8275
0.2779	20.8387	646	0.6426	0.4947	0.6426	0.8016
0.2779	20.9032	648	0.5669	0.4562	0.5669	0.7529
0.2779	20.9677	650	0.5285	0.6053	0.5285	0.7270
0.2779	21.0323	652	0.5233	0.6053	0.5233	0.7234
0.2779	21.0968	654	0.5232	0.6552	0.5232	0.7233
0.2779	21.1613	656	0.5366	0.6540	0.5366	0.7325
0.2779	21.2258	658	0.5244	0.6540	0.5244	0.7242
0.2779	21.2903	660	0.5013	0.6267	0.5013	0.7080
0.2779	21.3548	662	0.5037	0.5985	0.5037	0.7097
0.2779	21.4194	664	0.5484	0.4875	0.5484	0.7405
0.2779	21.4839	666	0.5608	0.5030	0.5608	0.7489
0.2779	21.5484	668	0.5202	0.5678	0.5202	0.7213
0.2779	21.6129	670	0.4895	0.6359	0.4895	0.6996
0.2779	21.6774	672	0.5052	0.6518	0.5052	0.7107
0.2779	21.7419	674	0.5163	0.6599	0.5163	0.7186
0.2779	21.8065	676	0.4989	0.6426	0.4989	0.7063
0.2779	21.8710	678	0.5018	0.5600	0.5018	0.7083
0.2779	21.9355	680	0.5164	0.5304	0.5164	0.7186
0.2779	22.0	682	0.5159	0.5457	0.5159	0.7183
0.2779	22.0645	684	0.5162	0.5665	0.5162	0.7185
0.2779	22.1290	686	0.5279	0.5098	0.5279	0.7266
0.2779	22.1935	688	0.5305	0.5093	0.5305	0.7284
0.2779	22.2581	690	0.5292	0.5910	0.5292	0.7274
0.2779	22.3226	692	0.5300	0.6124	0.5300	0.7280
0.2779	22.3871	694	0.5379	0.6289	0.5379	0.7334
0.2779	22.4516	696	0.5381	0.6277	0.5381	0.7335
0.2779	22.5161	698	0.5481	0.5886	0.5481	0.7403
0.2779	22.5806	700	0.5777	0.4513	0.5777	0.7601
0.2779	22.6452	702	0.5786	0.4513	0.5786	0.7607
0.2779	22.7097	704	0.5730	0.5030	0.5730	0.7569
0.2779	22.7742	706	0.5712	0.6028	0.5712	0.7558
0.2779	22.8387	708	0.5669	0.6198	0.5669	0.7529
0.2779	22.9032	710	0.5712	0.5840	0.5712	0.7558
0.2779	22.9677	712	0.5972	0.4737	0.5972	0.7728
0.2779	23.0323	714	0.6368	0.5085	0.6368	0.7980
0.2779	23.0968	716	0.6135	0.5576	0.6135	0.7833
0.2779	23.1613	718	0.5638	0.6160	0.5638	0.7509
0.2779	23.2258	720	0.5391	0.5725	0.5391	0.7342
0.2779	23.2903	722	0.5353	0.6092	0.5353	0.7317
0.2779	23.3548	724	0.5316	0.5725	0.5316	0.7291
0.2779	23.4194	726	0.5415	0.6252	0.5415	0.7358
0.2779	23.4839	728	0.5621	0.5708	0.5621	0.7497
0.2779	23.5484	730	0.5811	0.4845	0.5811	0.7623
0.2779	23.6129	732	0.5606	0.5485	0.5606	0.7488
0.2779	23.6774	734	0.5528	0.5457	0.5528	0.7435
0.2779	23.7419	736	0.5500	0.5457	0.5500	0.7416
0.2779	23.8065	738	0.5261	0.6092	0.5261	0.7253
0.2779	23.8710	740	0.5202	0.6039	0.5202	0.7213
0.2779	23.9355	742	0.5285	0.5159	0.5285	0.7270
0.2779	24.0	744	0.5328	0.5289	0.5328	0.7300
0.2779	24.0645	746	0.5343	0.5289	0.5343	0.7309
0.2779	24.1290	748	0.5361	0.5170	0.5361	0.7322
0.2779	24.1935	750	0.5479	0.4637	0.5479	0.7402
0.2779	24.2581	752	0.5680	0.4375	0.5680	0.7537
0.2779	24.3226	754	0.5714	0.4473	0.5714	0.7559
0.2779	24.3871	756	0.5537	0.5411	0.5537	0.7441
0.2779	24.4516	758	0.5338	0.5341	0.5338	0.7306
0.2779	24.5161	760	0.5247	0.5003	0.5247	0.7244
0.2779	24.5806	762	0.5337	0.4838	0.5337	0.7305
0.2779	24.6452	764	0.5456	0.5528	0.5456	0.7386
0.2779	24.7097	766	0.5569	0.4703	0.5569	0.7463
0.2779	24.7742	768	0.5482	0.5032	0.5482	0.7404
0.2779	24.8387	770	0.5388	0.5404	0.5388	0.7340
0.2779	24.9032	772	0.5384	0.5813	0.5384	0.7337
0.2779	24.9677	774	0.5485	0.5646	0.5485	0.7406
0.2779	25.0323	776	0.5848	0.5411	0.5848	0.7647
0.2779	25.0968	778	0.6473	0.5658	0.6473	0.8046
0.2779	25.1613	780	0.6342	0.6121	0.6342	0.7964
0.2779	25.2258	782	0.5797	0.6301	0.5797	0.7614
0.2779	25.2903	784	0.5548	0.6824	0.5548	0.7449
0.2779	25.3548	786	0.5729	0.5355	0.5729	0.7569
0.2779	25.4194	788	0.5473	0.5589	0.5473	0.7398
0.2779	25.4839	790	0.5084	0.6464	0.5084	0.7130
0.2779	25.5484	792	0.5096	0.5584	0.5096	0.7139
0.2779	25.6129	794	0.5246	0.4206	0.5246	0.7243
0.2779	25.6774	796	0.5531	0.5140	0.5531	0.7437
0.2779	25.7419	798	0.5575	0.5140	0.5575	0.7467
0.2779	25.8065	800	0.5403	0.5148	0.5403	0.7350
0.2779	25.8710	802	0.5401	0.6377	0.5401	0.7349
0.2779	25.9355	804	0.5571	0.6495	0.5571	0.7464
0.2779	26.0	806	0.5762	0.5472	0.5762	0.7591
0.2779	26.0645	808	0.5703	0.5190	0.5703	0.7552
0.2779	26.1290	810	0.5399	0.6087	0.5399	0.7348
0.2779	26.1935	812	0.5200	0.6053	0.5200	0.7211
0.2779	26.2581	814	0.5101	0.5831	0.5101	0.7142
0.2779	26.3226	816	0.5047	0.5815	0.5047	0.7104
0.2779	26.3871	818	0.5059	0.5815	0.5059	0.7113
0.2779	26.4516	820	0.5062	0.6039	0.5062	0.7114
0.2779	26.5161	822	0.5088	0.6053	0.5088	0.7133
0.2779	26.5806	824	0.5275	0.6020	0.5275	0.7263
0.2779	26.6452	826	0.5413	0.6059	0.5413	0.7357
0.2779	26.7097	828	0.5576	0.6475	0.5576	0.7468
0.2779	26.7742	830	0.5831	0.5921	0.5831	0.7636
0.2779	26.8387	832	0.6372	0.5921	0.6372	0.7983
0.2779	26.9032	834	0.6842	0.5651	0.6842	0.8272
0.2779	26.9677	836	0.6705	0.5350	0.6705	0.8188
0.2779	27.0323	838	0.6310	0.5350	0.6310	0.7944
0.2779	27.0968	840	0.5667	0.5462	0.5667	0.7528
0.2779	27.1613	842	0.5473	0.5195	0.5473	0.7398
0.2779	27.2258	844	0.5423	0.5152	0.5423	0.7364
0.2779	27.2903	846	0.5401	0.5600	0.5401	0.7349
0.2779	27.3548	848	0.5421	0.5021	0.5421	0.7363
0.2779	27.4194	850	0.5467	0.5910	0.5467	0.7394
0.2779	27.4839	852	0.5449	0.6371	0.5449	0.7382
0.2779	27.5484	854	0.5483	0.6452	0.5483	0.7405
0.2779	27.6129	856	0.5511	0.6455	0.5511	0.7424
0.2779	27.6774	858	0.5523	0.6403	0.5523	0.7432
0.2779	27.7419	860	0.5546	0.6403	0.5546	0.7447
0.2779	27.8065	862	0.5588	0.5894	0.5588	0.7475
0.2779	27.8710	864	0.5579	0.5783	0.5579	0.7470
0.2779	27.9355	866	0.5651	0.5733	0.5651	0.7517
0.2779	28.0	868	0.5535	0.5583	0.5535	0.7440
0.2779	28.0645	870	0.5417	0.6198	0.5417	0.7360
0.2779	28.1290	872	0.5561	0.5030	0.5561	0.7457
0.2779	28.1935	874	0.5793	0.5211	0.5793	0.7611
0.2779	28.2581	876	0.5643	0.5568	0.5643	0.7512
0.2779	28.3226	878	0.5353	0.5344	0.5353	0.7316
0.2779	28.3871	880	0.5262	0.5361	0.5262	0.7254
0.2779	28.4516	882	0.5269	0.5361	0.5269	0.7258
0.2779	28.5161	884	0.5326	0.5753	0.5326	0.7298
0.2779	28.5806	886	0.5493	0.5872	0.5493	0.7411
0.2779	28.6452	888	0.5949	0.4737	0.5949	0.7713
0.2779	28.7097	890	0.6506	0.5101	0.6506	0.8066
0.2779	28.7742	892	0.6428	0.4044	0.6428	0.8018
0.2779	28.8387	894	0.6319	0.4044	0.6319	0.7949
0.2779	28.9032	896	0.6310	0.3936	0.6310	0.7944
0.2779	28.9677	898	0.6028	0.3355	0.6028	0.7764
0.2779	29.0323	900	0.5887	0.3640	0.5887	0.7673
0.2779	29.0968	902	0.5916	0.4582	0.5916	0.7691
0.2779	29.1613	904	0.5890	0.5109	0.5890	0.7674
0.2779	29.2258	906	0.5822	0.5109	0.5822	0.7630
0.2779	29.2903	908	0.5976	0.4464	0.5976	0.7731
0.2779	29.3548	910	0.5931	0.4464	0.5931	0.7701
0.2779	29.4194	912	0.5616	0.3788	0.5616	0.7494
0.2779	29.4839	914	0.5429	0.5422	0.5429	0.7368
0.2779	29.5484	916	0.5385	0.5344	0.5385	0.7338
0.2779	29.6129	918	0.5417	0.5170	0.5417	0.7360
0.2779	29.6774	920	0.5405	0.5912	0.5405	0.7352
0.2779	29.7419	922	0.5418	0.5874	0.5418	0.7361
0.2779	29.8065	924	0.5521	0.5190	0.5521	0.7430
0.2779	29.8710	926	0.5648	0.5306	0.5648	0.7515
0.2779	29.9355	928	0.5918	0.5259	0.5918	0.7693
0.2779	30.0	930	0.5988	0.4964	0.5988	0.7738
0.2779	30.0645	932	0.5878	0.5179	0.5878	0.7667
0.2779	30.1290	934	0.5537	0.4576	0.5537	0.7441
0.2779	30.1935	936	0.5481	0.4206	0.5481	0.7403
0.2779	30.2581	938	0.5526	0.3622	0.5526	0.7433
0.2779	30.3226	940	0.5551	0.3622	0.5551	0.7451
0.2779	30.3871	942	0.5822	0.4330	0.5822	0.7630
0.2779	30.4516	944	0.5962	0.4392	0.5962	0.7721
0.2779	30.5161	946	0.5959	0.4392	0.5959	0.7719
0.2779	30.5806	948	0.5699	0.4243	0.5699	0.7549
0.2779	30.6452	950	0.5568	0.3919	0.5568	0.7462
0.2779	30.7097	952	0.5703	0.3622	0.5703	0.7552
0.2779	30.7742	954	0.5820	0.3622	0.5820	0.7629
0.2779	30.8387	956	0.5981	0.3355	0.5981	0.7734
0.2779	30.9032	958	0.6018	0.3399	0.6018	0.7757
0.2779	30.9677	960	0.6399	0.4606	0.6399	0.7999
0.2779	31.0323	962	0.6484	0.4606	0.6484	0.8053
0.2779	31.0968	964	0.6151	0.4408	0.6151	0.7843
0.2779	31.1613	966	0.5777	0.3782	0.5777	0.7601
0.2779	31.2258	968	0.5695	0.3523	0.5695	0.7547
0.2779	31.2903	970	0.5759	0.3494	0.5759	0.7589
0.2779	31.3548	972	0.5743	0.3494	0.5743	0.7578
0.2779	31.4194	974	0.5848	0.3782	0.5848	0.7647

Framework versions

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