ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k17_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: 0.5193
• Qwk: 0.4808
• Mse: 0.5193
• Rmse: 0.7206

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	0.0465	2	2.5216	-0.0788	2.5216	1.5880
No log	0.0930	4	1.3298	0.0987	1.3298	1.1531
No log	0.1395	6	1.1231	-0.1802	1.1231	1.0598
No log	0.1860	8	0.9602	0.1584	0.9602	0.9799
No log	0.2326	10	0.9949	0.1787	0.9949	0.9974
No log	0.2791	12	0.9448	0.1914	0.9448	0.9720
No log	0.3256	14	0.8636	-0.0500	0.8636	0.9293
No log	0.3721	16	0.8411	0.0428	0.8411	0.9171
No log	0.4186	18	0.8386	0.0	0.8386	0.9158
No log	0.4651	20	0.8513	0.0481	0.8513	0.9227
No log	0.5116	22	0.8073	0.0481	0.8073	0.8985
No log	0.5581	24	0.7473	-0.0027	0.7473	0.8645
No log	0.6047	26	0.7141	0.0393	0.7141	0.8450
No log	0.6512	28	0.7378	0.1863	0.7378	0.8590
No log	0.6977	30	0.7711	0.1508	0.7711	0.8781
No log	0.7442	32	0.7876	0.0798	0.7876	0.8875
No log	0.7907	34	0.7918	0.1863	0.7918	0.8899
No log	0.8372	36	0.7878	0.1508	0.7878	0.8876
No log	0.8837	38	0.7839	0.1863	0.7839	0.8854
No log	0.9302	40	0.7700	0.1863	0.7700	0.8775
No log	0.9767	42	0.7589	0.1313	0.7589	0.8711
No log	1.0233	44	0.7514	0.1508	0.7514	0.8669
No log	1.0698	46	0.7350	0.1187	0.7350	0.8573
No log	1.1163	48	0.7033	0.1508	0.7033	0.8387
No log	1.1628	50	0.7157	0.1407	0.7157	0.8460
No log	1.2093	52	0.8240	0.2116	0.8240	0.9078
No log	1.2558	54	0.8788	0.2843	0.8788	0.9374
No log	1.3023	56	0.8123	0.1766	0.8123	0.9013
No log	1.3488	58	0.7238	0.2589	0.7238	0.8508
No log	1.3953	60	0.6827	0.3166	0.6827	0.8263
No log	1.4419	62	0.6554	0.3465	0.6554	0.8095
No log	1.4884	64	0.6981	0.3032	0.6981	0.8355
No log	1.5349	66	0.7468	0.3494	0.7468	0.8642
No log	1.5814	68	0.7420	0.3894	0.7420	0.8614
No log	1.6279	70	0.6926	0.3167	0.6926	0.8322
No log	1.6744	72	0.6332	0.3387	0.6332	0.7957
No log	1.7209	74	0.6267	0.3754	0.6267	0.7916
No log	1.7674	76	0.7521	0.2796	0.7521	0.8672
No log	1.8140	78	0.7386	0.2610	0.7386	0.8594
No log	1.8605	80	0.6403	0.3200	0.6403	0.8002
No log	1.9070	82	0.5881	0.3465	0.5881	0.7669
No log	1.9535	84	0.6596	0.4392	0.6596	0.8121
No log	2.0	86	0.6852	0.4089	0.6852	0.8278
No log	2.0465	88	0.6648	0.3409	0.6648	0.8154
No log	2.0930	90	0.6343	0.3312	0.6343	0.7964
No log	2.1395	92	0.6310	0.4354	0.6310	0.7943
No log	2.1860	94	0.6324	0.4660	0.6324	0.7953
No log	2.2326	96	0.6357	0.4659	0.6357	0.7973
No log	2.2791	98	0.6347	0.3728	0.6347	0.7967
No log	2.3256	100	0.6217	0.4659	0.6217	0.7885
No log	2.3721	102	0.6560	0.3963	0.6560	0.8099
No log	2.4186	104	0.6695	0.4123	0.6695	0.8182
No log	2.4651	106	0.6708	0.4369	0.6708	0.8190
No log	2.5116	108	0.6678	0.4369	0.6678	0.8172
No log	2.5581	110	0.6883	0.4587	0.6883	0.8297
No log	2.6047	112	0.6754	0.4369	0.6754	0.8218
No log	2.6512	114	0.6543	0.4036	0.6543	0.8089
No log	2.6977	116	0.6307	0.3700	0.6307	0.7941
No log	2.7442	118	0.6262	0.4007	0.6262	0.7913
No log	2.7907	120	0.6779	0.4144	0.6779	0.8233
No log	2.8372	122	0.7471	0.4223	0.7471	0.8644
No log	2.8837	124	0.6950	0.4243	0.6950	0.8337
No log	2.9302	126	0.6623	0.4428	0.6623	0.8138
No log	2.9767	128	0.7196	0.4486	0.7196	0.8483
No log	3.0233	130	0.7894	0.4286	0.7894	0.8885
No log	3.0698	132	0.7911	0.4667	0.7911	0.8895
No log	3.1163	134	0.7300	0.3844	0.7300	0.8544
No log	3.1628	136	0.7509	0.3992	0.7509	0.8665
No log	3.2093	138	0.7734	0.4468	0.7734	0.8794
No log	3.2558	140	0.8698	0.3377	0.8698	0.9326
No log	3.3023	142	0.7771	0.4366	0.7771	0.8815
No log	3.3488	144	0.7162	0.4444	0.7162	0.8463
No log	3.3953	146	0.7183	0.3723	0.7183	0.8475
No log	3.4419	148	0.8005	0.3891	0.8005	0.8947
No log	3.4884	150	0.7206	0.3817	0.7206	0.8489
No log	3.5349	152	0.6553	0.3715	0.6553	0.8095
No log	3.5814	154	0.7752	0.4362	0.7752	0.8804
No log	3.6279	156	0.7682	0.4003	0.7682	0.8764
No log	3.6744	158	0.6649	0.4744	0.6649	0.8154
No log	3.7209	160	0.6480	0.4782	0.6480	0.8050
No log	3.7674	162	0.8192	0.3998	0.8192	0.9051
No log	3.8140	164	0.8516	0.3501	0.8516	0.9228
No log	3.8605	166	0.7716	0.2847	0.7716	0.8784
No log	3.9070	168	0.6755	0.3258	0.6755	0.8219
No log	3.9535	170	0.6046	0.3443	0.6046	0.7775
No log	4.0	172	0.5796	0.4285	0.5796	0.7613
No log	4.0465	174	0.5611	0.4291	0.5611	0.7491
No log	4.0930	176	0.5686	0.5177	0.5686	0.7541
No log	4.1395	178	0.6166	0.4576	0.6166	0.7852
No log	4.1860	180	0.6275	0.4835	0.6275	0.7922
No log	4.2326	182	0.7085	0.4404	0.7085	0.8417
No log	4.2791	184	0.8244	0.4604	0.8244	0.9079
No log	4.3256	186	0.7580	0.4304	0.7580	0.8707
No log	4.3721	188	0.6916	0.4556	0.6916	0.8316
No log	4.4186	190	0.6127	0.5357	0.6127	0.7827
No log	4.4651	192	0.5916	0.5373	0.5916	0.7692
No log	4.5116	194	0.5904	0.5042	0.5904	0.7684
No log	4.5581	196	0.5978	0.4569	0.5978	0.7732
No log	4.6047	198	0.6152	0.4029	0.6152	0.7844
No log	4.6512	200	0.7545	0.3274	0.7545	0.8686
No log	4.6977	202	0.8111	0.3499	0.8111	0.9006
No log	4.7442	204	0.7884	0.3782	0.7884	0.8879
No log	4.7907	206	0.6682	0.4444	0.6682	0.8174
No log	4.8372	208	0.6331	0.4270	0.6331	0.7957
No log	4.8837	210	0.5979	0.4455	0.5979	0.7732
No log	4.9302	212	0.5965	0.4820	0.5965	0.7723
No log	4.9767	214	0.6106	0.4382	0.6106	0.7814
No log	5.0233	216	0.6418	0.5353	0.6418	0.8011
No log	5.0698	218	0.6690	0.5072	0.6690	0.8179
No log	5.1163	220	0.6893	0.4829	0.6893	0.8302
No log	5.1628	222	0.5895	0.5433	0.5895	0.7678
No log	5.2093	224	0.5524	0.5373	0.5524	0.7432
No log	5.2558	226	0.5440	0.5533	0.5440	0.7376
No log	5.3023	228	0.5578	0.5428	0.5578	0.7469
No log	5.3488	230	0.5931	0.5353	0.5931	0.7701
No log	5.3953	232	0.5929	0.5353	0.5929	0.7700
No log	5.4419	234	0.5872	0.5353	0.5872	0.7663
No log	5.4884	236	0.5870	0.5242	0.5870	0.7662
No log	5.5349	238	0.5398	0.5222	0.5398	0.7347
No log	5.5814	240	0.5356	0.5434	0.5356	0.7318
No log	5.6279	242	0.5264	0.5434	0.5264	0.7255
No log	5.6744	244	0.5324	0.5543	0.5324	0.7297
No log	5.7209	246	0.5441	0.5334	0.5441	0.7376
No log	5.7674	248	0.5576	0.5679	0.5576	0.7467
No log	5.8140	250	0.5718	0.5814	0.5718	0.7562
No log	5.8605	252	0.5651	0.5814	0.5651	0.7518
No log	5.9070	254	0.5337	0.5322	0.5337	0.7305
No log	5.9535	256	0.5140	0.5860	0.5140	0.7170
No log	6.0	258	0.5165	0.5770	0.5165	0.7187
No log	6.0465	260	0.5255	0.5528	0.5255	0.7249
No log	6.0930	262	0.5331	0.5910	0.5331	0.7301
No log	6.1395	264	0.5526	0.5840	0.5526	0.7433
No log	6.1860	266	0.5713	0.5646	0.5713	0.7558
No log	6.2326	268	0.5838	0.5377	0.5838	0.7641
No log	6.2791	270	0.5715	0.5731	0.5715	0.7560
No log	6.3256	272	0.5700	0.6076	0.5700	0.7550
No log	6.3721	274	0.5524	0.5462	0.5524	0.7432
No log	6.4186	276	0.5602	0.5772	0.5602	0.7484
No log	6.4651	278	0.5785	0.5357	0.5785	0.7606
No log	6.5116	280	0.5763	0.5357	0.5763	0.7592
No log	6.5581	282	0.5468	0.4758	0.5468	0.7394
No log	6.6047	284	0.5322	0.5306	0.5322	0.7295
No log	6.6512	286	0.5284	0.5306	0.5284	0.7269
No log	6.6977	288	0.5477	0.4907	0.5477	0.7401
No log	6.7442	290	0.6047	0.5338	0.6047	0.7776
No log	6.7907	292	0.6295	0.5732	0.6295	0.7934
No log	6.8372	294	0.6160	0.5732	0.6160	0.7849
No log	6.8837	296	0.6246	0.5652	0.6246	0.7903
No log	6.9302	298	0.6219	0.5561	0.6219	0.7886
No log	6.9767	300	0.5366	0.5404	0.5366	0.7325
No log	7.0233	302	0.5388	0.6222	0.5388	0.7340
No log	7.0698	304	0.5733	0.6247	0.5733	0.7572
No log	7.1163	306	0.5539	0.6411	0.5539	0.7442
No log	7.1628	308	0.5255	0.5878	0.5255	0.7249
No log	7.2093	310	0.5449	0.5701	0.5449	0.7382
No log	7.2558	312	0.5585	0.5701	0.5585	0.7473
No log	7.3023	314	0.5622	0.5291	0.5622	0.7498
No log	7.3488	316	0.5276	0.5514	0.5276	0.7264
No log	7.3953	318	0.5081	0.6065	0.5081	0.7128
No log	7.4419	320	0.4950	0.5988	0.4950	0.7035
No log	7.4884	322	0.4932	0.5672	0.4932	0.7023
No log	7.5349	324	0.4901	0.6326	0.4901	0.7001
No log	7.5814	326	0.5540	0.5140	0.5540	0.7443
No log	7.6279	328	0.6189	0.4933	0.6189	0.7867
No log	7.6744	330	0.5530	0.5991	0.5530	0.7437
No log	7.7209	332	0.4903	0.6377	0.4903	0.7002
No log	7.7674	334	0.5636	0.5486	0.5636	0.7507
No log	7.8140	336	0.5574	0.5738	0.5574	0.7466
No log	7.8605	338	0.4989	0.6289	0.4989	0.7064
No log	7.9070	340	0.5125	0.6284	0.5125	0.7159
No log	7.9535	342	0.5188	0.5756	0.5188	0.7203
No log	8.0	344	0.5417	0.6022	0.5417	0.7360
No log	8.0465	346	0.5421	0.5745	0.5421	0.7363
No log	8.0930	348	0.5912	0.5338	0.5912	0.7689
No log	8.1395	350	0.5706	0.5484	0.5706	0.7554
No log	8.1860	352	0.5268	0.5419	0.5268	0.7258
No log	8.2326	354	0.5128	0.5768	0.5128	0.7161
No log	8.2791	356	0.5191	0.5768	0.5191	0.7205
No log	8.3256	358	0.5327	0.5428	0.5327	0.7299
No log	8.3721	360	0.5924	0.4997	0.5924	0.7697
No log	8.4186	362	0.5922	0.5237	0.5922	0.7696
No log	8.4651	364	0.5635	0.5468	0.5635	0.7507
No log	8.5116	366	0.5428	0.5201	0.5428	0.7368
No log	8.5581	368	0.5415	0.5030	0.5415	0.7359
No log	8.6047	370	0.5203	0.5846	0.5203	0.7213
No log	8.6512	372	0.5198	0.5846	0.5198	0.7210
No log	8.6977	374	0.5374	0.5756	0.5374	0.7330
No log	8.7442	376	0.5657	0.5403	0.5657	0.7521
No log	8.7907	378	0.5534	0.5619	0.5534	0.7439
No log	8.8372	380	0.5294	0.6024	0.5294	0.7276
No log	8.8837	382	0.5414	0.5507	0.5414	0.7358
No log	8.9302	384	0.5521	0.5436	0.5521	0.7430
No log	8.9767	386	0.5582	0.5519	0.5582	0.7471
No log	9.0233	388	0.5540	0.5889	0.5540	0.7443
No log	9.0698	390	0.6038	0.5840	0.6038	0.7771
No log	9.1163	392	0.5952	0.5840	0.5952	0.7715
No log	9.1628	394	0.5401	0.5438	0.5401	0.7349
No log	9.2093	396	0.5293	0.5866	0.5293	0.7276
No log	9.2558	398	0.5367	0.5840	0.5367	0.7326
No log	9.3023	400	0.5674	0.5665	0.5674	0.7533
No log	9.3488	402	0.5539	0.5933	0.5539	0.7443
No log	9.3953	404	0.5494	0.5701	0.5494	0.7412
No log	9.4419	406	0.5754	0.5271	0.5754	0.7586
No log	9.4884	408	0.5664	0.5701	0.5664	0.7526
No log	9.5349	410	0.5675	0.5426	0.5675	0.7533
No log	9.5814	412	0.5689	0.5466	0.5689	0.7543
No log	9.6279	414	0.5660	0.5653	0.5660	0.7524
No log	9.6744	416	0.5620	0.5660	0.5620	0.7497
No log	9.7209	418	0.5455	0.6275	0.5455	0.7386
No log	9.7674	420	0.5266	0.5725	0.5266	0.7256
No log	9.8140	422	0.5420	0.5317	0.5420	0.7362
No log	9.8605	424	0.5678	0.5175	0.5678	0.7535
No log	9.9070	426	0.5233	0.5335	0.5233	0.7234
No log	9.9535	428	0.4844	0.6214	0.4844	0.6960
No log	10.0	430	0.5106	0.5897	0.5106	0.7146
No log	10.0465	432	0.5454	0.5379	0.5454	0.7385
No log	10.0930	434	0.5310	0.5756	0.5310	0.7287
No log	10.1395	436	0.5372	0.5853	0.5372	0.7330
No log	10.1860	438	0.6876	0.5612	0.6876	0.8292
No log	10.2326	440	0.7520	0.5084	0.7520	0.8672
No log	10.2791	442	0.6731	0.5252	0.6731	0.8205
No log	10.3256	444	0.5776	0.5823	0.5776	0.7600
No log	10.3721	446	0.5882	0.5525	0.5882	0.7670
No log	10.4186	448	0.6412	0.5368	0.6412	0.8007
No log	10.4651	450	0.5841	0.5719	0.5841	0.7643
No log	10.5116	452	0.5225	0.5926	0.5225	0.7228
No log	10.5581	454	0.5297	0.5079	0.5297	0.7278
No log	10.6047	456	0.5332	0.5522	0.5332	0.7302
No log	10.6512	458	0.5416	0.5640	0.5416	0.7359
No log	10.6977	460	0.5609	0.5886	0.5609	0.7489
No log	10.7442	462	0.5789	0.5715	0.5789	0.7609
No log	10.7907	464	0.5781	0.5488	0.5781	0.7603
No log	10.8372	466	0.5846	0.5141	0.5846	0.7646
No log	10.8837	468	0.5864	0.4782	0.5864	0.7658
No log	10.9302	470	0.5905	0.5668	0.5905	0.7684
No log	10.9767	472	0.5839	0.5322	0.5839	0.7641
No log	11.0233	474	0.5739	0.4874	0.5739	0.7576
No log	11.0698	476	0.5829	0.4360	0.5829	0.7635
No log	11.1163	478	0.5989	0.4830	0.5989	0.7739
No log	11.1628	480	0.5978	0.4830	0.5978	0.7732
No log	11.2093	482	0.5857	0.4640	0.5857	0.7653
No log	11.2558	484	0.5906	0.4640	0.5906	0.7685
No log	11.3023	486	0.6107	0.4889	0.6107	0.7815
No log	11.3488	488	0.6300	0.4812	0.6300	0.7937
No log	11.3953	490	0.6313	0.5211	0.6313	0.7945
No log	11.4419	492	0.6983	0.5455	0.6983	0.8357
No log	11.4884	494	0.7035	0.5243	0.7035	0.8388
No log	11.5349	496	0.6179	0.4933	0.6179	0.7861
No log	11.5814	498	0.5843	0.4966	0.5843	0.7644
0.3505	11.6279	500	0.5983	0.5184	0.5983	0.7735
0.3505	11.6744	502	0.6624	0.4961	0.6624	0.8139
0.3505	11.7209	504	0.7513	0.4860	0.7513	0.8668
0.3505	11.7674	506	0.6899	0.5402	0.6899	0.8306
0.3505	11.8140	508	0.6011	0.5308	0.6011	0.7753
0.3505	11.8605	510	0.5895	0.5308	0.5895	0.7678
0.3505	11.9070	512	0.5800	0.5223	0.5800	0.7616
0.3505	11.9535	514	0.6192	0.4997	0.6192	0.7869
0.3505	12.0	516	0.6310	0.4315	0.6310	0.7944
0.3505	12.0465	518	0.5630	0.4473	0.5630	0.7503
0.3505	12.0930	520	0.5319	0.5177	0.5319	0.7293
0.3505	12.1395	522	0.5449	0.5413	0.5449	0.7382
0.3505	12.1860	524	0.5984	0.5200	0.5984	0.7736
0.3505	12.2326	526	0.6497	0.5567	0.6497	0.8061
0.3505	12.2791	528	0.6181	0.4958	0.6181	0.7862
0.3505	12.3256	530	0.5838	0.5119	0.5838	0.7641
0.3505	12.3721	532	0.5641	0.5125	0.5641	0.7511
0.3505	12.4186	534	0.5478	0.5550	0.5478	0.7401
0.3505	12.4651	536	0.5580	0.5752	0.5580	0.7470
0.3505	12.5116	538	0.5888	0.4749	0.5888	0.7673
0.3505	12.5581	540	0.5942	0.4350	0.5942	0.7708
0.3505	12.6047	542	0.5538	0.5965	0.5538	0.7442
0.3505	12.6512	544	0.5297	0.5089	0.5297	0.7278
0.3505	12.6977	546	0.5351	0.5021	0.5351	0.7315
0.3505	12.7442	548	0.5488	0.5125	0.5488	0.7408
0.3505	12.7907	550	0.5810	0.6011	0.5810	0.7622
0.3505	12.8372	552	0.6642	0.5591	0.6642	0.8150
0.3505	12.8837	554	0.7586	0.5146	0.7586	0.8710
0.3505	12.9302	556	0.7205	0.5181	0.7205	0.8488
0.3505	12.9767	558	0.6192	0.5591	0.6192	0.7869
0.3505	13.0233	560	0.5330	0.5288	0.5330	0.7300
0.3505	13.0698	562	0.5164	0.5413	0.5164	0.7186
0.3505	13.1163	564	0.5131	0.5125	0.5131	0.7163
0.3505	13.1628	566	0.5156	0.5268	0.5156	0.7181
0.3505	13.2093	568	0.5345	0.5631	0.5345	0.7311
0.3505	13.2558	570	0.5668	0.5989	0.5668	0.7529
0.3505	13.3023	572	0.5597	0.5989	0.5597	0.7481
0.3505	13.3488	574	0.5264	0.4972	0.5264	0.7255
0.3505	13.3953	576	0.5222	0.5213	0.5222	0.7226
0.3505	13.4419	578	0.5256	0.5213	0.5256	0.7250
0.3505	13.4884	580	0.5221	0.5213	0.5221	0.7225
0.3505	13.5349	582	0.5360	0.5218	0.5360	0.7321
0.3505	13.5814	584	0.5470	0.5324	0.5470	0.7396
0.3505	13.6279	586	0.5355	0.5801	0.5355	0.7318
0.3505	13.6744	588	0.5435	0.5239	0.5435	0.7372
0.3505	13.7209	590	0.5587	0.5920	0.5587	0.7474
0.3505	13.7674	592	0.5285	0.6276	0.5285	0.7270
0.3505	13.8140	594	0.5092	0.5687	0.5092	0.7136
0.3505	13.8605	596	0.5109	0.6201	0.5109	0.7148
0.3505	13.9070	598	0.5438	0.6011	0.5438	0.7374
0.3505	13.9535	600	0.5560	0.6032	0.5560	0.7456
0.3505	14.0	602	0.5341	0.5884	0.5341	0.7309
0.3505	14.0465	604	0.5156	0.5184	0.5156	0.7181
0.3505	14.0930	606	0.5199	0.4955	0.5199	0.7211
0.3505	14.1395	608	0.5282	0.5195	0.5282	0.7267
0.3505	14.1860	610	0.5980	0.5410	0.5980	0.7733
0.3505	14.2326	612	0.6625	0.4512	0.6625	0.8139
0.3505	14.2791	614	0.6266	0.4961	0.6266	0.7916
0.3505	14.3256	616	0.5496	0.5379	0.5496	0.7414
0.3505	14.3721	618	0.5217	0.4972	0.5217	0.7223
0.3505	14.4186	620	0.5485	0.4942	0.5485	0.7406
0.3505	14.4651	622	0.5554	0.5383	0.5554	0.7452
0.3505	14.5116	624	0.5471	0.5090	0.5471	0.7397
0.3505	14.5581	626	0.5513	0.5334	0.5513	0.7425
0.3505	14.6047	628	0.5599	0.5322	0.5599	0.7483
0.3505	14.6512	630	0.5451	0.5109	0.5451	0.7383
0.3505	14.6977	632	0.5381	0.5115	0.5381	0.7335
0.3505	14.7442	634	0.5609	0.5410	0.5609	0.7489
0.3505	14.7907	636	0.5819	0.5410	0.5819	0.7628
0.3505	14.8372	638	0.5481	0.5622	0.5481	0.7403
0.3505	14.8837	640	0.5259	0.6025	0.5259	0.7252
0.3505	14.9302	642	0.5385	0.6226	0.5385	0.7338
0.3505	14.9767	644	0.5298	0.6337	0.5298	0.7279
0.3505	15.0233	646	0.5030	0.5353	0.5030	0.7092
0.3505	15.0698	648	0.5237	0.5335	0.5237	0.7237
0.3505	15.1163	650	0.5490	0.5283	0.5490	0.7410
0.3505	15.1628	652	0.5240	0.5406	0.5240	0.7239
0.3505	15.2093	654	0.4964	0.5888	0.4964	0.7046
0.3505	15.2558	656	0.5013	0.5419	0.5013	0.7081
0.3505	15.3023	658	0.5298	0.5970	0.5298	0.7278
0.3505	15.3488	660	0.5416	0.6226	0.5416	0.7359
0.3505	15.3953	662	0.5094	0.5543	0.5094	0.7137
0.3505	15.4419	664	0.4865	0.5413	0.4865	0.6975
0.3505	15.4884	666	0.4810	0.5413	0.4810	0.6935
0.3505	15.5349	668	0.4890	0.5379	0.4890	0.6993
0.3505	15.5814	670	0.5318	0.5920	0.5318	0.7292
0.3505	15.6279	672	0.6048	0.5023	0.6048	0.7777
0.3505	15.6744	674	0.6311	0.4821	0.6311	0.7944
0.3505	15.7209	676	0.5728	0.5831	0.5728	0.7568
0.3505	15.7674	678	0.5029	0.5593	0.5029	0.7092
0.3505	15.8140	680	0.4937	0.6254	0.4937	0.7026
0.3505	15.8605	682	0.4930	0.6060	0.4930	0.7021
0.3505	15.9070	684	0.5018	0.5593	0.5018	0.7084
0.3505	15.9535	686	0.5383	0.5894	0.5383	0.7337
0.3505	16.0	688	0.5802	0.5042	0.5802	0.7617
0.3505	16.0465	690	0.5968	0.4887	0.5968	0.7726
0.3505	16.0930	692	0.5586	0.5744	0.5586	0.7474
0.3505	16.1395	694	0.5109	0.5671	0.5109	0.7148
0.3505	16.1860	696	0.4984	0.5797	0.4984	0.7059
0.3505	16.2326	698	0.5074	0.5578	0.5074	0.7123
0.3505	16.2791	700	0.5111	0.5663	0.5111	0.7149
0.3505	16.3256	702	0.5233	0.5399	0.5233	0.7234
0.3505	16.3721	704	0.5146	0.5467	0.5146	0.7173
0.3505	16.4186	706	0.4921	0.4991	0.4921	0.7015
0.3505	16.4651	708	0.4940	0.4878	0.4940	0.7029
0.3505	16.5116	710	0.4950	0.4878	0.4950	0.7036
0.3505	16.5581	712	0.5020	0.4857	0.5020	0.7085
0.3505	16.6047	714	0.5193	0.4808	0.5193	0.7206

Framework versions

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