Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_mechanics

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: 0.5312
• Qwk: 0.5729
• Mse: 0.5312
• Rmse: 0.7289

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	0.0213	2	3.8700	0.0028	3.8700	1.9672
No log	0.0426	4	2.8680	0.0513	2.8680	1.6935
No log	0.0638	6	1.4558	0.0449	1.4558	1.2066
No log	0.0851	8	0.8686	0.0616	0.8686	0.9320
No log	0.1064	10	0.7997	-0.0595	0.7997	0.8943
No log	0.1277	12	0.7862	0.0204	0.7862	0.8867
No log	0.1489	14	0.8207	0.0719	0.8207	0.9059
No log	0.1702	16	0.7036	0.0953	0.7036	0.8388
No log	0.1915	18	0.5689	0.3818	0.5689	0.7543
No log	0.2128	20	0.5865	0.3662	0.5865	0.7658
No log	0.2340	22	0.7282	0.1723	0.7282	0.8533
No log	0.2553	24	0.7280	0.1709	0.7280	0.8532
No log	0.2766	26	0.5715	0.4113	0.5715	0.7560
No log	0.2979	28	0.5360	0.3704	0.5360	0.7321
No log	0.3191	30	0.5734	0.2888	0.5734	0.7572
No log	0.3404	32	0.5407	0.3643	0.5407	0.7353
No log	0.3617	34	0.5436	0.4929	0.5436	0.7373
No log	0.3830	36	0.5975	0.4743	0.5975	0.7730
No log	0.4043	38	0.5446	0.4763	0.5446	0.7380
No log	0.4255	40	0.5163	0.4280	0.5163	0.7186
No log	0.4468	42	0.5586	0.3838	0.5586	0.7474
No log	0.4681	44	0.6211	0.4799	0.6211	0.7881
No log	0.4894	46	0.6457	0.4387	0.6457	0.8036
No log	0.5106	48	0.6201	0.4552	0.6201	0.7875
No log	0.5319	50	0.5784	0.4187	0.5784	0.7606
No log	0.5532	52	0.5515	0.4529	0.5515	0.7426
No log	0.5745	54	0.6396	0.4462	0.6396	0.7998
No log	0.5957	56	0.6391	0.4365	0.6391	0.7995
No log	0.6170	58	0.5221	0.5205	0.5221	0.7226
No log	0.6383	60	0.5061	0.5714	0.5061	0.7114
No log	0.6596	62	0.5297	0.5483	0.5297	0.7278
No log	0.6809	64	0.5061	0.5259	0.5061	0.7114
No log	0.7021	66	0.4728	0.5375	0.4728	0.6876
No log	0.7234	68	0.4781	0.5243	0.4781	0.6914
No log	0.7447	70	0.5072	0.5386	0.5072	0.7122
No log	0.7660	72	0.5131	0.5689	0.5131	0.7163
No log	0.7872	74	0.5029	0.6064	0.5029	0.7092
No log	0.8085	76	0.5258	0.5959	0.5258	0.7251
No log	0.8298	78	0.4809	0.6145	0.4809	0.6934
No log	0.8511	80	0.4452	0.5912	0.4452	0.6672
No log	0.8723	82	0.4245	0.5476	0.4245	0.6515
No log	0.8936	84	0.4057	0.5568	0.4057	0.6369
No log	0.9149	86	0.5298	0.5298	0.5298	0.7279
No log	0.9362	88	0.6039	0.3664	0.6039	0.7771
No log	0.9574	90	0.5411	0.3691	0.5411	0.7356
No log	0.9787	92	0.4801	0.5109	0.4801	0.6929
No log	1.0	94	0.4527	0.5483	0.4527	0.6728
No log	1.0213	96	0.4583	0.6036	0.4583	0.6769
No log	1.0426	98	0.5408	0.6301	0.5408	0.7354
No log	1.0638	100	0.6468	0.5606	0.6468	0.8042
No log	1.0851	102	0.6733	0.5186	0.6733	0.8205
No log	1.1064	104	0.6040	0.5409	0.6040	0.7772
No log	1.1277	106	0.5035	0.5992	0.5035	0.7096
No log	1.1489	108	0.4188	0.5722	0.4188	0.6471
No log	1.1702	110	0.4322	0.5498	0.4322	0.6574
No log	1.1915	112	0.4021	0.5399	0.4021	0.6341
No log	1.2128	114	0.4442	0.5638	0.4442	0.6665
No log	1.2340	116	0.5092	0.6018	0.5092	0.7136
No log	1.2553	118	0.5305	0.6009	0.5305	0.7283
No log	1.2766	120	0.6057	0.5307	0.6057	0.7783
No log	1.2979	122	0.7061	0.4762	0.7061	0.8403
No log	1.3191	124	0.6258	0.5396	0.6258	0.7911
No log	1.3404	126	0.5065	0.6047	0.5065	0.7117
No log	1.3617	128	0.5102	0.6264	0.5102	0.7143
No log	1.3830	130	0.4641	0.6040	0.4641	0.6813
No log	1.4043	132	0.4818	0.5710	0.4818	0.6941
No log	1.4255	134	0.5189	0.4772	0.5189	0.7204
No log	1.4468	136	0.4753	0.4871	0.4753	0.6895
No log	1.4681	138	0.4092	0.5675	0.4092	0.6397
No log	1.4894	140	0.3927	0.5648	0.3927	0.6267
No log	1.5106	142	0.4128	0.6022	0.4128	0.6425
No log	1.5319	144	0.4721	0.6124	0.4721	0.6871
No log	1.5532	146	0.4917	0.6040	0.4917	0.7012
No log	1.5745	148	0.4826	0.5953	0.4826	0.6947
No log	1.5957	150	0.5328	0.5329	0.5328	0.7299
No log	1.6170	152	0.7210	0.4475	0.7210	0.8491
No log	1.6383	154	0.7185	0.4483	0.7185	0.8477
No log	1.6596	156	0.5535	0.4925	0.5535	0.7440
No log	1.6809	158	0.4588	0.5544	0.4588	0.6774
No log	1.7021	160	0.4985	0.5629	0.4985	0.7060
No log	1.7234	162	0.4585	0.5618	0.4585	0.6772
No log	1.7447	164	0.4568	0.5728	0.4568	0.6759
No log	1.7660	166	0.5404	0.5390	0.5404	0.7351
No log	1.7872	168	0.6462	0.4495	0.6462	0.8039
No log	1.8085	170	0.6222	0.4786	0.6222	0.7888
No log	1.8298	172	0.5634	0.5310	0.5634	0.7506
No log	1.8511	174	0.5554	0.5823	0.5554	0.7452
No log	1.8723	176	0.5401	0.5958	0.5401	0.7349
No log	1.8936	178	0.4968	0.5827	0.4968	0.7049
No log	1.9149	180	0.4595	0.5503	0.4595	0.6779
No log	1.9362	182	0.4541	0.5636	0.4541	0.6739
No log	1.9574	184	0.4311	0.6106	0.4311	0.6566
No log	1.9787	186	0.4532	0.6356	0.4532	0.6732
No log	2.0	188	0.4792	0.5911	0.4792	0.6922
No log	2.0213	190	0.4414	0.5990	0.4414	0.6644
No log	2.0426	192	0.3994	0.6234	0.3994	0.6320
No log	2.0638	194	0.4247	0.6183	0.4247	0.6517
No log	2.0851	196	0.4793	0.5597	0.4793	0.6923
No log	2.1064	198	0.4875	0.5814	0.4875	0.6982
No log	2.1277	200	0.4248	0.6382	0.4248	0.6518
No log	2.1489	202	0.4127	0.6517	0.4127	0.6424
No log	2.1702	204	0.4295	0.6290	0.4295	0.6554
No log	2.1915	206	0.4852	0.5945	0.4852	0.6965
No log	2.2128	208	0.5648	0.5461	0.5648	0.7516
No log	2.2340	210	0.6034	0.5571	0.6034	0.7768
No log	2.2553	212	0.5739	0.5631	0.5739	0.7576
No log	2.2766	214	0.4829	0.6245	0.4829	0.6949
No log	2.2979	216	0.4503	0.6487	0.4503	0.6710
No log	2.3191	218	0.4547	0.6407	0.4547	0.6743
No log	2.3404	220	0.4335	0.6495	0.4335	0.6584
No log	2.3617	222	0.4347	0.5619	0.4347	0.6593
No log	2.3830	224	0.4452	0.5337	0.4452	0.6672
No log	2.4043	226	0.4393	0.5465	0.4393	0.6628
No log	2.4255	228	0.4364	0.6271	0.4364	0.6606
No log	2.4468	230	0.4573	0.6617	0.4573	0.6762
No log	2.4681	232	0.5306	0.5647	0.5306	0.7284
No log	2.4894	234	0.5483	0.5544	0.5483	0.7405
No log	2.5106	236	0.5137	0.5890	0.5137	0.7167
No log	2.5319	238	0.4851	0.6637	0.4851	0.6965
No log	2.5532	240	0.4729	0.6675	0.4729	0.6877
No log	2.5745	242	0.5230	0.6381	0.5230	0.7232
No log	2.5957	244	0.4902	0.6443	0.4902	0.7001
No log	2.6170	246	0.4650	0.6457	0.4650	0.6819
No log	2.6383	248	0.4557	0.6471	0.4557	0.6751
No log	2.6596	250	0.4565	0.6478	0.4565	0.6756
No log	2.6809	252	0.4394	0.6072	0.4394	0.6628
No log	2.7021	254	0.4403	0.5730	0.4403	0.6635
No log	2.7234	256	0.4928	0.5787	0.4928	0.7020
No log	2.7447	258	0.5198	0.5909	0.5198	0.7210
No log	2.7660	260	0.6181	0.5315	0.6181	0.7862
No log	2.7872	262	0.6477	0.5018	0.6477	0.8048
No log	2.8085	264	0.6227	0.5084	0.6227	0.7891
No log	2.8298	266	0.6508	0.4942	0.6508	0.8067
No log	2.8511	268	0.5119	0.5928	0.5119	0.7155
No log	2.8723	270	0.4350	0.6412	0.4350	0.6596
No log	2.8936	272	0.4677	0.6420	0.4677	0.6839
No log	2.9149	274	0.4320	0.6624	0.4320	0.6573
No log	2.9362	276	0.4648	0.6020	0.4648	0.6818
No log	2.9574	278	0.6970	0.5286	0.6970	0.8349
No log	2.9787	280	1.0342	0.4346	1.0342	1.0170
No log	3.0	282	1.1894	0.4279	1.1894	1.0906
No log	3.0213	284	1.0722	0.4886	1.0722	1.0355
No log	3.0426	286	0.7646	0.5839	0.7646	0.8744
No log	3.0638	288	0.6410	0.6152	0.6410	0.8006
No log	3.0851	290	0.6924	0.5622	0.6924	0.8321
No log	3.1064	292	0.5807	0.5570	0.5807	0.7620
No log	3.1277	294	0.4183	0.5795	0.4183	0.6468
No log	3.1489	296	0.3919	0.5607	0.3919	0.6260
No log	3.1702	298	0.4948	0.5417	0.4948	0.7034
No log	3.1915	300	0.5599	0.4960	0.5599	0.7482
No log	3.2128	302	0.5366	0.5328	0.5366	0.7326
No log	3.2340	304	0.4491	0.5882	0.4491	0.6701
No log	3.2553	306	0.3867	0.6274	0.3867	0.6218
No log	3.2766	308	0.4168	0.6086	0.4168	0.6456
No log	3.2979	310	0.4436	0.5729	0.4436	0.6660
No log	3.3191	312	0.4187	0.6193	0.4187	0.6471
No log	3.3404	314	0.4010	0.6306	0.4010	0.6332
No log	3.3617	316	0.4654	0.6112	0.4654	0.6822
No log	3.3830	318	0.5424	0.5836	0.5424	0.7365
No log	3.4043	320	0.5139	0.5590	0.5139	0.7169
No log	3.4255	322	0.4222	0.6338	0.4222	0.6497
No log	3.4468	324	0.4124	0.6164	0.4124	0.6422
No log	3.4681	326	0.4405	0.5635	0.4405	0.6637
No log	3.4894	328	0.4401	0.5532	0.4401	0.6634
No log	3.5106	330	0.4222	0.5512	0.4222	0.6498
No log	3.5319	332	0.4252	0.5777	0.4252	0.6520
No log	3.5532	334	0.4582	0.5738	0.4582	0.6769
No log	3.5745	336	0.5439	0.5394	0.5439	0.7375
No log	3.5957	338	0.5894	0.5605	0.5894	0.7677
No log	3.6170	340	0.6210	0.5782	0.6210	0.7880
No log	3.6383	342	0.5611	0.5978	0.5611	0.7491
No log	3.6596	344	0.5331	0.5749	0.5331	0.7301
No log	3.6809	346	0.4597	0.5813	0.4597	0.6780
No log	3.7021	348	0.4551	0.5750	0.4551	0.6746
No log	3.7234	350	0.5070	0.5301	0.5070	0.7121
No log	3.7447	352	0.6439	0.4725	0.6439	0.8025
No log	3.7660	354	0.6654	0.5466	0.6654	0.8157
No log	3.7872	356	0.5995	0.5650	0.5995	0.7743
No log	3.8085	358	0.5218	0.6410	0.5218	0.7223
No log	3.8298	360	0.5147	0.5877	0.5147	0.7174
No log	3.8511	362	0.5181	0.5816	0.5181	0.7198
No log	3.8723	364	0.4887	0.5957	0.4887	0.6991
No log	3.8936	366	0.4936	0.6376	0.4936	0.7026
No log	3.9149	368	0.6341	0.5426	0.6341	0.7963
No log	3.9362	370	0.8922	0.4388	0.8922	0.9446
No log	3.9574	372	0.9361	0.4305	0.9361	0.9675
No log	3.9787	374	0.7767	0.4754	0.7767	0.8813
No log	4.0	376	0.5546	0.5944	0.5546	0.7447
No log	4.0213	378	0.4455	0.6364	0.4455	0.6675
No log	4.0426	380	0.4432	0.6492	0.4432	0.6657
No log	4.0638	382	0.4394	0.6328	0.4394	0.6629
No log	4.0851	384	0.5231	0.6165	0.5231	0.7232
No log	4.1064	386	0.6408	0.5510	0.6408	0.8005
No log	4.1277	388	0.5963	0.5326	0.5963	0.7722
No log	4.1489	390	0.5256	0.5535	0.5256	0.7250
No log	4.1702	392	0.4583	0.5754	0.4583	0.6770
No log	4.1915	394	0.4551	0.5588	0.4551	0.6746
No log	4.2128	396	0.4799	0.5825	0.4799	0.6928
No log	4.2340	398	0.5024	0.5946	0.5024	0.7088
No log	4.2553	400	0.5062	0.5914	0.5062	0.7115
No log	4.2766	402	0.5571	0.5944	0.5571	0.7464
No log	4.2979	404	0.6416	0.5790	0.6416	0.8010
No log	4.3191	406	0.6272	0.5863	0.6272	0.7920
No log	4.3404	408	0.5662	0.6118	0.5662	0.7525
No log	4.3617	410	0.5217	0.6317	0.5217	0.7223
No log	4.3830	412	0.5046	0.6526	0.5046	0.7103
No log	4.4043	414	0.4533	0.6510	0.4533	0.6733
No log	4.4255	416	0.4523	0.6337	0.4523	0.6725
No log	4.4468	418	0.5092	0.6052	0.5092	0.7136
No log	4.4681	420	0.5761	0.5872	0.5761	0.7590
No log	4.4894	422	0.5414	0.5930	0.5414	0.7358
No log	4.5106	424	0.4877	0.6322	0.4877	0.6983
No log	4.5319	426	0.4545	0.6283	0.4545	0.6741
No log	4.5532	428	0.4798	0.6225	0.4798	0.6927
No log	4.5745	430	0.5065	0.6412	0.5065	0.7117
No log	4.5957	432	0.5108	0.6217	0.5108	0.7147
No log	4.6170	434	0.5003	0.6065	0.5003	0.7073
No log	4.6383	436	0.4485	0.6146	0.4485	0.6697
No log	4.6596	438	0.4106	0.6000	0.4106	0.6408
No log	4.6809	440	0.3994	0.6045	0.3994	0.6320
No log	4.7021	442	0.4640	0.6210	0.4640	0.6811
No log	4.7234	444	0.6359	0.5608	0.6359	0.7974
No log	4.7447	446	0.6400	0.5681	0.6400	0.8000
No log	4.7660	448	0.5044	0.6469	0.5044	0.7102
No log	4.7872	450	0.4811	0.6529	0.4811	0.6936
No log	4.8085	452	0.4944	0.6287	0.4944	0.7031
No log	4.8298	454	0.4971	0.6507	0.4971	0.7050
No log	4.8511	456	0.5233	0.6160	0.5233	0.7234
No log	4.8723	458	0.5393	0.5890	0.5393	0.7344
No log	4.8936	460	0.5381	0.5635	0.5381	0.7335
No log	4.9149	462	0.5663	0.5737	0.5663	0.7525
No log	4.9362	464	0.5866	0.5785	0.5866	0.7659
No log	4.9574	466	0.6151	0.5931	0.6151	0.7843
No log	4.9787	468	0.5690	0.5924	0.5690	0.7543
No log	5.0	470	0.5576	0.5935	0.5576	0.7468
No log	5.0213	472	0.5523	0.6044	0.5523	0.7432
No log	5.0426	474	0.6575	0.5839	0.6575	0.8108
No log	5.0638	476	0.6823	0.5581	0.6823	0.8260
No log	5.0851	478	0.6547	0.5462	0.6547	0.8092
No log	5.1064	480	0.5455	0.5900	0.5455	0.7386
No log	5.1277	482	0.5264	0.5911	0.5264	0.7255
No log	5.1489	484	0.4927	0.6215	0.4927	0.7019
No log	5.1702	486	0.4870	0.6380	0.4870	0.6979
No log	5.1915	488	0.4751	0.6543	0.4751	0.6893
No log	5.2128	490	0.4543	0.6647	0.4543	0.6740
No log	5.2340	492	0.4366	0.6454	0.4366	0.6608
No log	5.2553	494	0.4606	0.6286	0.4606	0.6786
No log	5.2766	496	0.6149	0.5481	0.6149	0.7842
No log	5.2979	498	0.7406	0.5233	0.7406	0.8606
0.4903	5.3191	500	0.6165	0.5439	0.6165	0.7852
0.4903	5.3404	502	0.4787	0.6319	0.4787	0.6919
0.4903	5.3617	504	0.4835	0.6025	0.4835	0.6953
0.4903	5.3830	506	0.5211	0.5982	0.5211	0.7219
0.4903	5.4043	508	0.5235	0.5894	0.5235	0.7235
0.4903	5.4255	510	0.5560	0.6138	0.5560	0.7456
0.4903	5.4468	512	0.5247	0.6276	0.5247	0.7244
0.4903	5.4681	514	0.6057	0.6063	0.6057	0.7783
0.4903	5.4894	516	0.7467	0.5309	0.7467	0.8641
0.4903	5.5106	518	0.6866	0.5457	0.6866	0.8286
0.4903	5.5319	520	0.5107	0.6471	0.5107	0.7146
0.4903	5.5532	522	0.4700	0.6359	0.4700	0.6855
0.4903	5.5745	524	0.5332	0.5403	0.5332	0.7302
0.4903	5.5957	526	0.4766	0.5762	0.4766	0.6904
0.4903	5.6170	528	0.4056	0.6562	0.4056	0.6369
0.4903	5.6383	530	0.4921	0.5498	0.4921	0.7015
0.4903	5.6596	532	0.6264	0.5028	0.6264	0.7915
0.4903	5.6809	534	0.6691	0.5272	0.6691	0.8180
0.4903	5.7021	536	0.6030	0.5592	0.6030	0.7765
0.4903	5.7234	538	0.5649	0.6073	0.5649	0.7516
0.4903	5.7447	540	0.5381	0.6352	0.5381	0.7336
0.4903	5.7660	542	0.5141	0.6348	0.5141	0.7170
0.4903	5.7872	544	0.5405	0.6020	0.5405	0.7352
0.4903	5.8085	546	0.6011	0.5280	0.6011	0.7753
0.4903	5.8298	548	0.6113	0.5216	0.6113	0.7819
0.4903	5.8511	550	0.5821	0.5382	0.5821	0.7630
0.4903	5.8723	552	0.5400	0.5812	0.5400	0.7348
0.4903	5.8936	554	0.5433	0.6181	0.5433	0.7371
0.4903	5.9149	556	0.5163	0.6199	0.5163	0.7185
0.4903	5.9362	558	0.4911	0.6111	0.4911	0.7008
0.4903	5.9574	560	0.4706	0.6137	0.4706	0.6860
0.4903	5.9787	562	0.4975	0.5800	0.4975	0.7054
0.4903	6.0	564	0.5457	0.5675	0.5457	0.7387
0.4903	6.0213	566	0.5559	0.5976	0.5559	0.7456
0.4903	6.0426	568	0.5575	0.6351	0.5575	0.7466
0.4903	6.0638	570	0.5470	0.6322	0.5470	0.7396
0.4903	6.0851	572	0.5906	0.6165	0.5906	0.7685
0.4903	6.1064	574	0.7929	0.5505	0.7929	0.8905
0.4903	6.1277	576	0.8709	0.5338	0.8709	0.9332
0.4903	6.1489	578	0.7076	0.5431	0.7076	0.8412
0.4903	6.1702	580	0.4582	0.5815	0.4582	0.6769
0.4903	6.1915	582	0.3959	0.6125	0.3959	0.6292
0.4903	6.2128	584	0.3931	0.6071	0.3931	0.6270
0.4903	6.2340	586	0.4199	0.6174	0.4199	0.6480
0.4903	6.2553	588	0.5747	0.5720	0.5747	0.7581
0.4903	6.2766	590	0.6031	0.5690	0.6031	0.7766
0.4903	6.2979	592	0.5201	0.6259	0.5201	0.7212
0.4903	6.3191	594	0.5171	0.6402	0.5171	0.7191
0.4903	6.3404	596	0.5276	0.6631	0.5276	0.7263
0.4903	6.3617	598	0.5320	0.6181	0.5320	0.7294
0.4903	6.3830	600	0.5332	0.6081	0.5332	0.7302
0.4903	6.4043	602	0.5423	0.6053	0.5423	0.7364
0.4903	6.4255	604	0.5780	0.5390	0.5780	0.7603
0.4903	6.4468	606	0.5773	0.5425	0.5773	0.7598
0.4903	6.4681	608	0.5121	0.6100	0.5121	0.7156
0.4903	6.4894	610	0.4438	0.6129	0.4438	0.6662
0.4903	6.5106	612	0.4185	0.5819	0.4185	0.6469
0.4903	6.5319	614	0.4218	0.5631	0.4218	0.6494
0.4903	6.5532	616	0.4526	0.5707	0.4526	0.6728
0.4903	6.5745	618	0.5468	0.5461	0.5468	0.7394
0.4903	6.5957	620	0.6527	0.5653	0.6527	0.8079
0.4903	6.6170	622	0.6445	0.5885	0.6445	0.8028
0.4903	6.6383	624	0.6446	0.5955	0.6446	0.8029
0.4903	6.6596	626	0.7383	0.5771	0.7383	0.8592
0.4903	6.6809	628	0.6800	0.5796	0.6800	0.8246
0.4903	6.7021	630	0.5833	0.6589	0.5833	0.7637
0.4903	6.7234	632	0.6543	0.5825	0.6543	0.8089
0.4903	6.7447	634	0.6764	0.5294	0.6764	0.8224
0.4903	6.7660	636	0.5300	0.5854	0.5300	0.7280
0.4903	6.7872	638	0.4079	0.6443	0.4079	0.6387
0.4903	6.8085	640	0.4033	0.6308	0.4033	0.6351
0.4903	6.8298	642	0.3983	0.6257	0.3983	0.6311
0.4903	6.8511	644	0.4286	0.6621	0.4286	0.6547
0.4903	6.8723	646	0.5300	0.6085	0.5300	0.7280
0.4903	6.8936	648	0.5967	0.5929	0.5967	0.7724
0.4903	6.9149	650	0.5728	0.6206	0.5728	0.7568
0.4903	6.9362	652	0.4936	0.6446	0.4936	0.7026
0.4903	6.9574	654	0.4745	0.6370	0.4745	0.6889
0.4903	6.9787	656	0.5107	0.6166	0.5107	0.7146
0.4903	7.0	658	0.5198	0.6169	0.5198	0.7210
0.4903	7.0213	660	0.4914	0.6335	0.4914	0.7010
0.4903	7.0426	662	0.4972	0.6487	0.4972	0.7051
0.4903	7.0638	664	0.5387	0.6481	0.5387	0.7339
0.4903	7.0851	666	0.5985	0.6150	0.5985	0.7736
0.4903	7.1064	668	0.6087	0.5891	0.6087	0.7802
0.4903	7.1277	670	0.5557	0.5976	0.5557	0.7455
0.4903	7.1489	672	0.5196	0.5908	0.5196	0.7209
0.4903	7.1702	674	0.4477	0.6508	0.4477	0.6691
0.4903	7.1915	676	0.4425	0.6496	0.4425	0.6652
0.4903	7.2128	678	0.4457	0.6546	0.4457	0.6676
0.4903	7.2340	680	0.4727	0.6286	0.4727	0.6875
0.4903	7.2553	682	0.5019	0.6064	0.5019	0.7084
0.4903	7.2766	684	0.5237	0.6000	0.5237	0.7237
0.4903	7.2979	686	0.4921	0.6104	0.4921	0.7015
0.4903	7.3191	688	0.4999	0.5945	0.4999	0.7070
0.4903	7.3404	690	0.4609	0.6183	0.4609	0.6789
0.4903	7.3617	692	0.4572	0.6137	0.4572	0.6762
0.4903	7.3830	694	0.4517	0.6258	0.4517	0.6721
0.4903	7.4043	696	0.4581	0.6108	0.4581	0.6768
0.4903	7.4255	698	0.4400	0.6464	0.4400	0.6633
0.4903	7.4468	700	0.4856	0.6336	0.4856	0.6969
0.4903	7.4681	702	0.5159	0.6337	0.5159	0.7182
0.4903	7.4894	704	0.5497	0.6341	0.5497	0.7414
0.4903	7.5106	706	0.5748	0.6301	0.5748	0.7581
0.4903	7.5319	708	0.5131	0.6284	0.5131	0.7163
0.4903	7.5532	710	0.5564	0.6084	0.5564	0.7459
0.4903	7.5745	712	0.6186	0.5938	0.6186	0.7865
0.4903	7.5957	714	0.5828	0.5937	0.5828	0.7634
0.4903	7.6170	716	0.5826	0.5930	0.5826	0.7633
0.4903	7.6383	718	0.5041	0.6297	0.5041	0.7100
0.4903	7.6596	720	0.5969	0.5705	0.5969	0.7726
0.4903	7.6809	722	0.7622	0.5400	0.7622	0.8730
0.4903	7.7021	724	0.7441	0.5490	0.7441	0.8626
0.4903	7.7234	726	0.5513	0.6237	0.5513	0.7425
0.4903	7.7447	728	0.4418	0.6372	0.4418	0.6647
0.4903	7.7660	730	0.4712	0.5939	0.4712	0.6864
0.4903	7.7872	732	0.4409	0.6186	0.4409	0.6640
0.4903	7.8085	734	0.4573	0.6277	0.4573	0.6763
0.4903	7.8298	736	0.5263	0.6211	0.5263	0.7254
0.4903	7.8511	738	0.5376	0.6063	0.5376	0.7332
0.4903	7.8723	740	0.4989	0.6231	0.4989	0.7063
0.4903	7.8936	742	0.4419	0.6320	0.4419	0.6647
0.4903	7.9149	744	0.4350	0.6500	0.4350	0.6595
0.4903	7.9362	746	0.4330	0.6725	0.4330	0.6580
0.4903	7.9574	748	0.4651	0.6662	0.4651	0.6820
0.4903	7.9787	750	0.5595	0.6037	0.5595	0.7480
0.4903	8.0	752	0.6944	0.5845	0.6944	0.8333
0.4903	8.0213	754	0.7048	0.5904	0.7048	0.8396
0.4903	8.0426	756	0.5956	0.6106	0.5956	0.7717
0.4903	8.0638	758	0.5244	0.6324	0.5244	0.7242
0.4903	8.0851	760	0.5033	0.6282	0.5033	0.7094
0.4903	8.1064	762	0.4860	0.6383	0.4860	0.6972
0.4903	8.1277	764	0.5426	0.6188	0.5426	0.7366
0.4903	8.1489	766	0.6312	0.5751	0.6312	0.7945
0.4903	8.1702	768	0.5948	0.5983	0.5948	0.7712
0.4903	8.1915	770	0.5054	0.6136	0.5054	0.7109
0.4903	8.2128	772	0.4580	0.6038	0.4580	0.6768
0.4903	8.2340	774	0.4705	0.6148	0.4705	0.6859
0.4903	8.2553	776	0.5105	0.6252	0.5105	0.7145
0.4903	8.2766	778	0.6202	0.6133	0.6202	0.7875
0.4903	8.2979	780	0.6445	0.5978	0.6445	0.8028
0.4903	8.3191	782	0.5443	0.6268	0.5443	0.7378
0.4903	8.3404	784	0.5007	0.6070	0.5007	0.7076
0.4903	8.3617	786	0.4914	0.6315	0.4914	0.7010
0.4903	8.3830	788	0.5560	0.5926	0.5560	0.7457
0.4903	8.4043	790	0.6438	0.5837	0.6438	0.8024
0.4903	8.4255	792	0.5899	0.5927	0.5899	0.7681
0.4903	8.4468	794	0.5468	0.6098	0.5468	0.7395
0.4903	8.4681	796	0.5458	0.6238	0.5458	0.7388
0.4903	8.4894	798	0.5565	0.6238	0.5565	0.7460
0.4903	8.5106	800	0.5586	0.6167	0.5586	0.7474
0.4903	8.5319	802	0.5663	0.5858	0.5663	0.7525
0.4903	8.5532	804	0.4707	0.6141	0.4707	0.6860
0.4903	8.5745	806	0.4048	0.6414	0.4048	0.6363
0.4903	8.5957	808	0.3901	0.6268	0.3901	0.6246
0.4903	8.6170	810	0.4012	0.6680	0.4012	0.6334
0.4903	8.6383	812	0.4415	0.6413	0.4415	0.6644
0.4903	8.6596	814	0.4835	0.6403	0.4835	0.6953
0.4903	8.6809	816	0.4930	0.6401	0.4930	0.7021
0.4903	8.7021	818	0.4878	0.6348	0.4878	0.6984
0.4903	8.7234	820	0.5341	0.6323	0.5341	0.7308
0.4903	8.7447	822	0.5990	0.6079	0.5990	0.7739
0.4903	8.7660	824	0.7268	0.5961	0.7268	0.8525
0.4903	8.7872	826	0.6839	0.5939	0.6839	0.8270
0.4903	8.8085	828	0.5499	0.5957	0.5499	0.7416
0.4903	8.8298	830	0.4265	0.6613	0.4265	0.6531
0.4903	8.8511	832	0.4123	0.6330	0.4123	0.6421
0.4903	8.8723	834	0.4035	0.6484	0.4035	0.6352
0.4903	8.8936	836	0.4318	0.6357	0.4318	0.6571
0.4903	8.9149	838	0.4902	0.5960	0.4902	0.7001
0.4903	8.9362	840	0.5219	0.5899	0.5219	0.7224
0.4903	8.9574	842	0.5746	0.5829	0.5746	0.7580
0.4903	8.9787	844	0.5407	0.6083	0.5407	0.7353
0.4903	9.0	846	0.5144	0.6201	0.5144	0.7172
0.4903	9.0213	848	0.5362	0.6325	0.5362	0.7323
0.4903	9.0426	850	0.5306	0.6313	0.5306	0.7284
0.4903	9.0638	852	0.5043	0.6399	0.5043	0.7102
0.4903	9.0851	854	0.5045	0.6352	0.5045	0.7103
0.4903	9.1064	856	0.4816	0.6027	0.4816	0.6940
0.4903	9.1277	858	0.4231	0.6392	0.4231	0.6504
0.4903	9.1489	860	0.4156	0.6571	0.4156	0.6447
0.4903	9.1702	862	0.4425	0.6036	0.4425	0.6652
0.4903	9.1915	864	0.5906	0.5855	0.5906	0.7685
0.4903	9.2128	866	0.6833	0.5411	0.6833	0.8266
0.4903	9.2340	868	0.5948	0.5660	0.5948	0.7713
0.4903	9.2553	870	0.4663	0.6076	0.4663	0.6829
0.4903	9.2766	872	0.3784	0.6258	0.3784	0.6152
0.4903	9.2979	874	0.3891	0.6258	0.3891	0.6238
0.4903	9.3191	876	0.3968	0.6384	0.3968	0.6299
0.4903	9.3404	878	0.4048	0.6507	0.4048	0.6362
0.4903	9.3617	880	0.4573	0.6414	0.4573	0.6762
0.4903	9.3830	882	0.5205	0.6074	0.5205	0.7215
0.4903	9.4043	884	0.5356	0.5871	0.5356	0.7318
0.4903	9.4255	886	0.5485	0.5789	0.5485	0.7406
0.4903	9.4468	888	0.5719	0.5746	0.5719	0.7562
0.4903	9.4681	890	0.5122	0.6077	0.5122	0.7157
0.4903	9.4894	892	0.4637	0.6064	0.4637	0.6810
0.4903	9.5106	894	0.4426	0.6614	0.4426	0.6653
0.4903	9.5319	896	0.4574	0.6422	0.4574	0.6763
0.4903	9.5532	898	0.5543	0.6116	0.5543	0.7445
0.4903	9.5745	900	0.6265	0.6037	0.6265	0.7915
0.4903	9.5957	902	0.5594	0.5999	0.5594	0.7480
0.4903	9.6170	904	0.4909	0.6316	0.4909	0.7007
0.4903	9.6383	906	0.4693	0.6321	0.4693	0.6850
0.4903	9.6596	908	0.4779	0.6255	0.4779	0.6913
0.4903	9.6809	910	0.5305	0.6203	0.5305	0.7284
0.4903	9.7021	912	0.5235	0.6091	0.5235	0.7236
0.4903	9.7234	914	0.4707	0.6293	0.4707	0.6860
0.4903	9.7447	916	0.4403	0.6414	0.4403	0.6636
0.4903	9.7660	918	0.4233	0.6328	0.4233	0.6506
0.4903	9.7872	920	0.4429	0.6430	0.4429	0.6655
0.4903	9.8085	922	0.5016	0.6192	0.5016	0.7083
0.4903	9.8298	924	0.5553	0.6252	0.5553	0.7452
0.4903	9.8511	926	0.6412	0.6000	0.6412	0.8007
0.4903	9.8723	928	0.6095	0.5986	0.6095	0.7807
0.4903	9.8936	930	0.5057	0.6305	0.5057	0.7111
0.4903	9.9149	932	0.4643	0.6464	0.4643	0.6814
0.4903	9.9362	934	0.5045	0.6344	0.5045	0.7103
0.4903	9.9574	936	0.5219	0.6139	0.5219	0.7224
0.4903	9.9787	938	0.5684	0.5950	0.5684	0.7539
0.4903	10.0	940	0.5052	0.6154	0.5052	0.7108
0.4903	10.0213	942	0.4475	0.6289	0.4475	0.6689
0.4903	10.0426	944	0.4249	0.6449	0.4249	0.6519
0.4903	10.0638	946	0.4646	0.6331	0.4646	0.6816
0.4903	10.0851	948	0.4930	0.6256	0.4930	0.7021
0.4903	10.1064	950	0.5995	0.6164	0.5995	0.7743
0.4903	10.1277	952	0.5893	0.6003	0.5893	0.7677
0.4903	10.1489	954	0.5386	0.6032	0.5386	0.7339
0.4903	10.1702	956	0.4793	0.6120	0.4793	0.6923
0.4903	10.1915	958	0.4486	0.6321	0.4486	0.6698
0.4903	10.2128	960	0.4257	0.6287	0.4257	0.6525
0.4903	10.2340	962	0.4271	0.6367	0.4271	0.6536
0.4903	10.2553	964	0.4580	0.6240	0.4580	0.6768
0.4903	10.2766	966	0.5162	0.6277	0.5162	0.7185
0.4903	10.2979	968	0.5614	0.6059	0.5614	0.7493
0.4903	10.3191	970	0.6056	0.5744	0.6056	0.7782
0.4903	10.3404	972	0.5455	0.6087	0.5455	0.7386
0.4903	10.3617	974	0.4684	0.6112	0.4684	0.6844
0.4903	10.3830	976	0.4086	0.6669	0.4086	0.6392
0.4903	10.4043	978	0.4279	0.6445	0.4279	0.6541
0.4903	10.4255	980	0.5047	0.5993	0.5047	0.7104
0.4903	10.4468	982	0.5931	0.5754	0.5931	0.7701
0.4903	10.4681	984	0.5725	0.6091	0.5725	0.7566
0.4903	10.4894	986	0.5294	0.6270	0.5294	0.7276
0.4903	10.5106	988	0.4977	0.6177	0.4977	0.7055
0.4903	10.5319	990	0.5169	0.6355	0.5169	0.7190
0.4903	10.5532	992	0.4869	0.6504	0.4869	0.6978
0.4903	10.5745	994	0.4243	0.6832	0.4243	0.6514
0.4903	10.5957	996	0.4027	0.6832	0.4027	0.6346
0.4903	10.6170	998	0.4229	0.6642	0.4229	0.6503
0.1525	10.6383	1000	0.4326	0.6396	0.4326	0.6577
0.1525	10.6596	1002	0.4540	0.6299	0.4540	0.6738
0.1525	10.6809	1004	0.4356	0.6574	0.4356	0.6600
0.1525	10.7021	1006	0.4296	0.6553	0.4296	0.6555
0.1525	10.7234	1008	0.4411	0.6463	0.4411	0.6642
0.1525	10.7447	1010	0.4490	0.6328	0.4490	0.6701
0.1525	10.7660	1012	0.4341	0.6607	0.4341	0.6589
0.1525	10.7872	1014	0.4507	0.6514	0.4507	0.6714
0.1525	10.8085	1016	0.4731	0.6344	0.4731	0.6878
0.1525	10.8298	1018	0.5877	0.5880	0.5877	0.7666
0.1525	10.8511	1020	0.6606	0.5635	0.6606	0.8128
0.1525	10.8723	1022	0.5995	0.5623	0.5995	0.7743
0.1525	10.8936	1024	0.5312	0.5729	0.5312	0.7289

Framework versions

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