README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_style
    results: []

Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_style

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: 0.6824
• Qwk: 0.5917
• Mse: 0.6824
• Rmse: 0.8261

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	0.0194	2	4.1633	-0.0103	4.1633	2.0404
No log	0.0388	4	2.5204	0.0831	2.5204	1.5876
No log	0.0583	6	1.8157	0.0664	1.8157	1.3475
No log	0.0777	8	0.8748	0.1821	0.8748	0.9353
No log	0.0971	10	0.7744	0.1343	0.7744	0.8800
No log	0.1165	12	0.8746	0.0915	0.8746	0.9352
No log	0.1359	14	0.8165	0.1821	0.8165	0.9036
No log	0.1553	16	0.7123	0.2331	0.7123	0.8440
No log	0.1748	18	0.7743	0.2984	0.7743	0.8800
No log	0.1942	20	0.7156	0.3431	0.7156	0.8459
No log	0.2136	22	0.6751	0.2990	0.6752	0.8217
No log	0.2330	24	0.6668	0.3338	0.6668	0.8166
No log	0.2524	26	0.6822	0.3953	0.6822	0.8259
No log	0.2718	28	0.7503	0.3048	0.7503	0.8662
No log	0.2913	30	0.6551	0.4067	0.6551	0.8094
No log	0.3107	32	0.5609	0.4226	0.5609	0.7489
No log	0.3301	34	0.5657	0.3824	0.5657	0.7521
No log	0.3495	36	0.6229	0.4364	0.6229	0.7892
No log	0.3689	38	0.6611	0.4758	0.6611	0.8131
No log	0.3883	40	0.6467	0.4851	0.6467	0.8042
No log	0.4078	42	0.6123	0.5507	0.6123	0.7825
No log	0.4272	44	0.5800	0.5915	0.5800	0.7616
No log	0.4466	46	0.5994	0.5775	0.5994	0.7742
No log	0.4660	48	0.6143	0.5806	0.6143	0.7838
No log	0.4854	50	0.5783	0.5763	0.5783	0.7605
No log	0.5049	52	0.5803	0.5817	0.5803	0.7618
No log	0.5243	54	0.5872	0.5816	0.5872	0.7663
No log	0.5437	56	0.5387	0.6134	0.5387	0.7339
No log	0.5631	58	0.5382	0.6417	0.5382	0.7337
No log	0.5825	60	0.5808	0.6170	0.5808	0.7621
No log	0.6019	62	0.5418	0.6421	0.5418	0.7361
No log	0.6214	64	0.4724	0.6347	0.4724	0.6873
No log	0.6408	66	0.5242	0.5679	0.5242	0.7240
No log	0.6602	68	0.5902	0.5046	0.5902	0.7682
No log	0.6796	70	0.5058	0.5871	0.5058	0.7112
No log	0.6990	72	0.4485	0.6269	0.4485	0.6697
No log	0.7184	74	0.4749	0.6131	0.4749	0.6891
No log	0.7379	76	0.4575	0.6077	0.4575	0.6764
No log	0.7573	78	0.4502	0.6058	0.4502	0.6710
No log	0.7767	80	0.4423	0.6076	0.4423	0.6651
No log	0.7961	82	0.4314	0.5987	0.4314	0.6568
No log	0.8155	84	0.4319	0.5968	0.4319	0.6572
No log	0.8350	86	0.4269	0.5803	0.4269	0.6534
No log	0.8544	88	0.4270	0.5960	0.4270	0.6535
No log	0.8738	90	0.4726	0.5933	0.4726	0.6875
No log	0.8932	92	0.6551	0.5056	0.6551	0.8094
No log	0.9126	94	0.7968	0.4881	0.7968	0.8926
No log	0.9320	96	0.7543	0.4703	0.7543	0.8685
No log	0.9515	98	0.5606	0.5329	0.5606	0.7487
No log	0.9709	100	0.4861	0.5502	0.4861	0.6972
No log	0.9903	102	0.5844	0.5261	0.5844	0.7644
No log	1.0097	104	0.5539	0.5529	0.5539	0.7443
No log	1.0291	106	0.4539	0.6283	0.4539	0.6737
No log	1.0485	108	0.4391	0.6620	0.4391	0.6626
No log	1.0680	110	0.5025	0.6463	0.5025	0.7089
No log	1.0874	112	0.4958	0.6658	0.4958	0.7041
No log	1.1068	114	0.4879	0.6599	0.4879	0.6985
No log	1.1262	116	0.6727	0.6092	0.6727	0.8202
No log	1.1456	118	0.6040	0.6232	0.6040	0.7772
No log	1.1650	120	0.4418	0.6522	0.4418	0.6647
No log	1.1845	122	0.4871	0.6750	0.4871	0.6980
No log	1.2039	124	0.4981	0.5965	0.4981	0.7057
No log	1.2233	126	0.5065	0.5905	0.5065	0.7117
No log	1.2427	128	0.5111	0.5120	0.5111	0.7149
No log	1.2621	130	0.4810	0.5138	0.4810	0.6935
No log	1.2816	132	0.4682	0.4785	0.4682	0.6842
No log	1.3010	134	0.4672	0.5543	0.4672	0.6835
No log	1.3204	136	0.5894	0.5470	0.5894	0.7678
No log	1.3398	138	0.6311	0.5585	0.6311	0.7944
No log	1.3592	140	0.5189	0.6087	0.5189	0.7203
No log	1.3786	142	0.4592	0.6493	0.4592	0.6777
No log	1.3981	144	0.5349	0.5953	0.5349	0.7314
No log	1.4175	146	0.5120	0.6224	0.5120	0.7156
No log	1.4369	148	0.3934	0.6647	0.3934	0.6272
No log	1.4563	150	0.4756	0.6665	0.4756	0.6896
No log	1.4757	152	0.4801	0.6523	0.4801	0.6929
No log	1.4951	154	0.4222	0.6393	0.4222	0.6497
No log	1.5146	156	0.3645	0.6940	0.3645	0.6037
No log	1.5340	158	0.4225	0.6530	0.4225	0.6500
No log	1.5534	160	0.4334	0.6561	0.4334	0.6584
No log	1.5728	162	0.4384	0.6442	0.4384	0.6621
No log	1.5922	164	0.3957	0.6841	0.3957	0.6291
No log	1.6117	166	0.4199	0.6566	0.4199	0.6480
No log	1.6311	168	0.4574	0.6510	0.4574	0.6763
No log	1.6505	170	0.4694	0.6408	0.4694	0.6851
No log	1.6699	172	0.4739	0.6435	0.4739	0.6884
No log	1.6893	174	0.4243	0.6683	0.4243	0.6514
No log	1.7087	176	0.4029	0.6768	0.4029	0.6347
No log	1.7282	178	0.3802	0.6980	0.3802	0.6166
No log	1.7476	180	0.3938	0.6740	0.3938	0.6276
No log	1.7670	182	0.3891	0.7145	0.3891	0.6238
No log	1.7864	184	0.3920	0.7157	0.3920	0.6261
No log	1.8058	186	0.4733	0.6638	0.4733	0.6880
No log	1.8252	188	0.5597	0.5967	0.5597	0.7481
No log	1.8447	190	0.5068	0.6088	0.5068	0.7119
No log	1.8641	192	0.4343	0.6501	0.4343	0.6590
No log	1.8835	194	0.4066	0.6533	0.4066	0.6377
No log	1.9029	196	0.4091	0.6631	0.4091	0.6396
No log	1.9223	198	0.4246	0.6793	0.4246	0.6516
No log	1.9417	200	0.4192	0.6514	0.4192	0.6474
No log	1.9612	202	0.4109	0.6802	0.4109	0.6411
No log	1.9806	204	0.4251	0.6790	0.4251	0.6520
No log	2.0	206	0.4406	0.6411	0.4406	0.6638
No log	2.0194	208	0.4117	0.6640	0.4117	0.6416
No log	2.0388	210	0.3850	0.7016	0.3850	0.6205
No log	2.0583	212	0.4698	0.6683	0.4698	0.6854
No log	2.0777	214	0.5399	0.6524	0.5399	0.7348
No log	2.0971	216	0.5187	0.6630	0.5187	0.7202
No log	2.1165	218	0.4449	0.6888	0.4449	0.6670
No log	2.1359	220	0.3901	0.6469	0.3901	0.6246
No log	2.1553	222	0.4118	0.6587	0.4118	0.6418
No log	2.1748	224	0.3970	0.6760	0.3970	0.6301
No log	2.1942	226	0.4004	0.6994	0.4004	0.6327
No log	2.2136	228	0.4232	0.6975	0.4232	0.6505
No log	2.2330	230	0.4840	0.6893	0.4840	0.6957
No log	2.2524	232	0.6184	0.5742	0.6184	0.7864
No log	2.2718	234	0.6665	0.5438	0.6665	0.8164
No log	2.2913	236	0.5680	0.6279	0.5680	0.7536
No log	2.3107	238	0.4953	0.6800	0.4953	0.7038
No log	2.3301	240	0.4920	0.6796	0.4920	0.7015
No log	2.3495	242	0.4542	0.6973	0.4542	0.6740
No log	2.3689	244	0.4009	0.6714	0.4009	0.6332
No log	2.3883	246	0.4191	0.6436	0.4191	0.6474
No log	2.4078	248	0.4290	0.6410	0.4290	0.6550
No log	2.4272	250	0.4400	0.6479	0.4400	0.6633
No log	2.4466	252	0.4242	0.6056	0.4242	0.6513
No log	2.4660	254	0.4296	0.5954	0.4296	0.6554
No log	2.4854	256	0.4266	0.6065	0.4266	0.6531
No log	2.5049	258	0.4358	0.6133	0.4358	0.6601
No log	2.5243	260	0.4675	0.6449	0.4675	0.6837
No log	2.5437	262	0.4564	0.6497	0.4564	0.6755
No log	2.5631	264	0.4624	0.6645	0.4624	0.6800
No log	2.5825	266	0.5079	0.6699	0.5079	0.7127
No log	2.6019	268	0.5285	0.6818	0.5285	0.7270
No log	2.6214	270	0.5520	0.6726	0.5520	0.7430
No log	2.6408	272	0.5907	0.6501	0.5907	0.7685
No log	2.6602	274	0.5545	0.6738	0.5545	0.7446
No log	2.6796	276	0.5051	0.7009	0.5051	0.7107
No log	2.6990	278	0.5444	0.6851	0.5444	0.7378
No log	2.7184	280	0.4782	0.7155	0.4782	0.6915
No log	2.7379	282	0.4018	0.6923	0.4018	0.6339
No log	2.7573	284	0.3889	0.6795	0.3889	0.6237
No log	2.7767	286	0.3697	0.6892	0.3697	0.6080
No log	2.7961	288	0.3846	0.6934	0.3846	0.6202
No log	2.8155	290	0.3853	0.7154	0.3853	0.6208
No log	2.8350	292	0.4140	0.6822	0.4140	0.6434
No log	2.8544	294	0.4224	0.6868	0.4224	0.6500
No log	2.8738	296	0.3989	0.7220	0.3989	0.6316
No log	2.8932	298	0.3970	0.7099	0.3970	0.6301
No log	2.9126	300	0.3783	0.7241	0.3783	0.6150
No log	2.9320	302	0.4134	0.6881	0.4134	0.6430
No log	2.9515	304	0.4915	0.6535	0.4915	0.7011
No log	2.9709	306	0.5112	0.6551	0.5112	0.7150
No log	2.9903	308	0.4397	0.7287	0.4397	0.6631
No log	3.0097	310	0.4216	0.6929	0.4216	0.6493
No log	3.0291	312	0.5363	0.6618	0.5363	0.7323
No log	3.0485	314	0.6605	0.6103	0.6605	0.8127
No log	3.0680	316	0.5739	0.6290	0.5739	0.7575
No log	3.0874	318	0.4491	0.6995	0.4491	0.6702
No log	3.1068	320	0.4875	0.7010	0.4875	0.6982
No log	3.1262	322	0.6646	0.6438	0.6646	0.8152
No log	3.1456	324	0.7344	0.6138	0.7344	0.8570
No log	3.1650	326	0.5831	0.6553	0.5831	0.7636
No log	3.1845	328	0.4373	0.6754	0.4373	0.6613
No log	3.2039	330	0.4504	0.6850	0.4504	0.6711
No log	3.2233	332	0.4631	0.6793	0.4631	0.6805
No log	3.2427	334	0.4150	0.7016	0.4150	0.6442
No log	3.2621	336	0.4486	0.6511	0.4486	0.6698
No log	3.2816	338	0.5660	0.6448	0.5660	0.7523
No log	3.3010	340	0.5316	0.6559	0.5316	0.7291
No log	3.3204	342	0.4020	0.6860	0.4020	0.6340
No log	3.3398	344	0.3791	0.6958	0.3791	0.6157
No log	3.3592	346	0.4232	0.6598	0.4232	0.6506
No log	3.3786	348	0.4035	0.6523	0.4035	0.6352
No log	3.3981	350	0.3835	0.6745	0.3835	0.6193
No log	3.4175	352	0.4853	0.6398	0.4853	0.6966
No log	3.4369	354	0.5416	0.6104	0.5416	0.7359
No log	3.4563	356	0.4975	0.6555	0.4975	0.7054
No log	3.4757	358	0.4620	0.6947	0.4620	0.6797
No log	3.4951	360	0.4256	0.7033	0.4256	0.6524
No log	3.5146	362	0.4368	0.6977	0.4368	0.6609
No log	3.5340	364	0.4237	0.6780	0.4237	0.6509
No log	3.5534	366	0.3962	0.6889	0.3962	0.6294
No log	3.5728	368	0.3912	0.6872	0.3912	0.6254
No log	3.5922	370	0.4766	0.6610	0.4766	0.6904
No log	3.6117	372	0.5836	0.6275	0.5836	0.7640
No log	3.6311	374	0.5737	0.6372	0.5737	0.7574
No log	3.6505	376	0.4783	0.6566	0.4783	0.6916
No log	3.6699	378	0.4120	0.6637	0.4120	0.6419
No log	3.6893	380	0.4073	0.6809	0.4073	0.6382
No log	3.7087	382	0.4153	0.6983	0.4153	0.6444
No log	3.7282	384	0.4588	0.6834	0.4588	0.6773
No log	3.7476	386	0.5048	0.6894	0.5048	0.7105
No log	3.7670	388	0.6388	0.6432	0.6388	0.7992
No log	3.7864	390	0.7664	0.5543	0.7664	0.8754
No log	3.8058	392	0.7044	0.5759	0.7044	0.8393
No log	3.8252	394	0.5126	0.6413	0.5126	0.7160
No log	3.8447	396	0.4040	0.6992	0.4040	0.6356
No log	3.8641	398	0.4188	0.6632	0.4188	0.6471
No log	3.8835	400	0.4955	0.6088	0.4955	0.7039
No log	3.9029	402	0.4820	0.6213	0.4820	0.6942
No log	3.9223	404	0.4460	0.6434	0.4460	0.6678
No log	3.9417	406	0.4018	0.6735	0.4018	0.6338
No log	3.9612	408	0.4327	0.6797	0.4327	0.6578
No log	3.9806	410	0.5054	0.6724	0.5054	0.7109
No log	4.0	412	0.5255	0.6745	0.5255	0.7249
No log	4.0194	414	0.5030	0.6963	0.5030	0.7092
No log	4.0388	416	0.5138	0.7009	0.5138	0.7168
No log	4.0583	418	0.5444	0.6765	0.5444	0.7379
No log	4.0777	420	0.5071	0.7094	0.5071	0.7121
No log	4.0971	422	0.4834	0.6933	0.4834	0.6953
No log	4.1165	424	0.4624	0.6981	0.4624	0.6800
No log	4.1359	426	0.4695	0.6610	0.4695	0.6852
No log	4.1553	428	0.4531	0.6185	0.4531	0.6731
No log	4.1748	430	0.4158	0.6541	0.4158	0.6449
No log	4.1942	432	0.3894	0.6953	0.3894	0.6240
No log	4.2136	434	0.3972	0.6627	0.3972	0.6302
No log	4.2330	436	0.4095	0.7073	0.4095	0.6399
No log	4.2524	438	0.4434	0.6978	0.4434	0.6659
No log	4.2718	440	0.5630	0.6575	0.5630	0.7503
No log	4.2913	442	0.6791	0.6323	0.6791	0.8241
No log	4.3107	444	0.6558	0.6707	0.6558	0.8098
No log	4.3301	446	0.5770	0.6902	0.5770	0.7596
No log	4.3495	448	0.5057	0.6811	0.5057	0.7111
No log	4.3689	450	0.4532	0.6911	0.4532	0.6732
No log	4.3883	452	0.4360	0.6650	0.4360	0.6603
No log	4.4078	454	0.4304	0.6668	0.4304	0.6560
No log	4.4272	456	0.4280	0.6604	0.4280	0.6542
No log	4.4466	458	0.4326	0.6584	0.4326	0.6578
No log	4.4660	460	0.4510	0.6451	0.4510	0.6716
No log	4.4854	462	0.5204	0.6232	0.5204	0.7214
No log	4.5049	464	0.5851	0.5822	0.5851	0.7649
No log	4.5243	466	0.5615	0.5805	0.5615	0.7493
No log	4.5437	468	0.5337	0.6281	0.5337	0.7305
No log	4.5631	470	0.4981	0.6797	0.4981	0.7057
No log	4.5825	472	0.5188	0.7013	0.5188	0.7203
No log	4.6019	474	0.5571	0.6374	0.5571	0.7464
No log	4.6214	476	0.5110	0.6548	0.5110	0.7148
No log	4.6408	478	0.4855	0.6708	0.4855	0.6967
No log	4.6602	480	0.5552	0.6088	0.5552	0.7451
No log	4.6796	482	0.6114	0.6054	0.6114	0.7819
No log	4.6990	484	0.5500	0.6201	0.5500	0.7416
No log	4.7184	486	0.5147	0.6325	0.5147	0.7175
No log	4.7379	488	0.4900	0.6571	0.4900	0.7000
No log	4.7573	490	0.4177	0.6695	0.4177	0.6463
No log	4.7767	492	0.4076	0.6494	0.4076	0.6384
No log	4.7961	494	0.4061	0.6671	0.4061	0.6373
No log	4.8155	496	0.3850	0.6689	0.3850	0.6205
No log	4.8350	498	0.3859	0.6559	0.3859	0.6212
0.5003	4.8544	500	0.4892	0.5880	0.4892	0.6994
0.5003	4.8738	502	0.5539	0.6086	0.5539	0.7442
0.5003	4.8932	504	0.5161	0.6284	0.5161	0.7184
0.5003	4.9126	506	0.4549	0.6644	0.4549	0.6745
0.5003	4.9320	508	0.4204	0.6715	0.4204	0.6484
0.5003	4.9515	510	0.4892	0.6577	0.4892	0.6994
0.5003	4.9709	512	0.5318	0.6330	0.5318	0.7293
0.5003	4.9903	514	0.4772	0.6648	0.4772	0.6908
0.5003	5.0097	516	0.4233	0.6653	0.4233	0.6506
0.5003	5.0291	518	0.4948	0.6647	0.4948	0.7035
0.5003	5.0485	520	0.5351	0.6632	0.5351	0.7315
0.5003	5.0680	522	0.4720	0.6527	0.4720	0.6870
0.5003	5.0874	524	0.4458	0.6751	0.4458	0.6677
0.5003	5.1068	526	0.4104	0.6994	0.4104	0.6406
0.5003	5.1262	528	0.4068	0.6936	0.4068	0.6378
0.5003	5.1456	530	0.4077	0.6956	0.4077	0.6385
0.5003	5.1650	532	0.4340	0.6891	0.4340	0.6588
0.5003	5.1845	534	0.4565	0.6825	0.4565	0.6757
0.5003	5.2039	536	0.4352	0.6827	0.4352	0.6597
0.5003	5.2233	538	0.4185	0.6712	0.4185	0.6469
0.5003	5.2427	540	0.4063	0.6705	0.4063	0.6374
0.5003	5.2621	542	0.3992	0.6683	0.3992	0.6318
0.5003	5.2816	544	0.4208	0.6839	0.4208	0.6487
0.5003	5.3010	546	0.4389	0.6896	0.4389	0.6625
0.5003	5.3204	548	0.4224	0.6902	0.4224	0.6500
0.5003	5.3398	550	0.4007	0.6945	0.4007	0.6330
0.5003	5.3592	552	0.4203	0.6946	0.4203	0.6483
0.5003	5.3786	554	0.5680	0.6440	0.5680	0.7537
0.5003	5.3981	556	0.6457	0.6301	0.6457	0.8036
0.5003	5.4175	558	0.5654	0.6609	0.5654	0.7519
0.5003	5.4369	560	0.4588	0.7011	0.4588	0.6773
0.5003	5.4563	562	0.4663	0.6626	0.4663	0.6829
0.5003	5.4757	564	0.4659	0.6821	0.4659	0.6826
0.5003	5.4951	566	0.4271	0.6797	0.4271	0.6535
0.5003	5.5146	568	0.4120	0.6907	0.4120	0.6419
0.5003	5.5340	570	0.4747	0.6786	0.4747	0.6890
0.5003	5.5534	572	0.4824	0.6619	0.4824	0.6946
0.5003	5.5728	574	0.4319	0.6912	0.4319	0.6572
0.5003	5.5922	576	0.4264	0.6971	0.4264	0.6530
0.5003	5.6117	578	0.4325	0.6845	0.4325	0.6576
0.5003	5.6311	580	0.4372	0.7059	0.4372	0.6612
0.5003	5.6505	582	0.4670	0.7148	0.4670	0.6834
0.5003	5.6699	584	0.5219	0.6930	0.5219	0.7224
0.5003	5.6893	586	0.6183	0.6440	0.6183	0.7863
0.5003	5.7087	588	0.5529	0.6404	0.5529	0.7436
0.5003	5.7282	590	0.5317	0.6444	0.5317	0.7292
0.5003	5.7476	592	0.5372	0.6505	0.5372	0.7329
0.5003	5.7670	594	0.4362	0.6633	0.4362	0.6605
0.5003	5.7864	596	0.3771	0.6775	0.3771	0.6141
0.5003	5.8058	598	0.3739	0.6822	0.3739	0.6115
0.5003	5.8252	600	0.3735	0.6597	0.3735	0.6111
0.5003	5.8447	602	0.3822	0.6429	0.3822	0.6182
0.5003	5.8641	604	0.4132	0.6440	0.4132	0.6428
0.5003	5.8835	606	0.4037	0.6585	0.4037	0.6354
0.5003	5.9029	608	0.4002	0.6819	0.4002	0.6326
0.5003	5.9223	610	0.4067	0.7029	0.4067	0.6377
0.5003	5.9417	612	0.4540	0.7103	0.4540	0.6738
0.5003	5.9612	614	0.4942	0.7105	0.4942	0.7030
0.5003	5.9806	616	0.5792	0.6566	0.5792	0.7610
0.5003	6.0	618	0.5385	0.6720	0.5385	0.7338
0.5003	6.0194	620	0.4352	0.7161	0.4352	0.6597
0.5003	6.0388	622	0.4192	0.7168	0.4192	0.6475
0.5003	6.0583	624	0.4191	0.7264	0.4191	0.6474
0.5003	6.0777	626	0.4427	0.7241	0.4427	0.6653
0.5003	6.0971	628	0.4634	0.7123	0.4634	0.6807
0.5003	6.1165	630	0.4775	0.6985	0.4775	0.6910
0.5003	6.1359	632	0.4425	0.7219	0.4425	0.6652
0.5003	6.1553	634	0.4293	0.7126	0.4293	0.6552
0.5003	6.1748	636	0.4281	0.7124	0.4281	0.6543
0.5003	6.1942	638	0.4349	0.7132	0.4349	0.6594
0.5003	6.2136	640	0.4222	0.7158	0.4222	0.6498
0.5003	6.2330	642	0.4475	0.7241	0.4475	0.6689
0.5003	6.2524	644	0.4507	0.7083	0.4507	0.6714
0.5003	6.2718	646	0.4245	0.7073	0.4245	0.6515
0.5003	6.2913	648	0.4279	0.7085	0.4279	0.6541
0.5003	6.3107	650	0.4421	0.6925	0.4421	0.6649
0.5003	6.3301	652	0.4885	0.6728	0.4885	0.6990
0.5003	6.3495	654	0.4921	0.6703	0.4921	0.7015
0.5003	6.3689	656	0.4370	0.7246	0.4370	0.6610
0.5003	6.3883	658	0.3956	0.7330	0.3956	0.6290
0.5003	6.4078	660	0.3930	0.7307	0.3930	0.6269
0.5003	6.4272	662	0.4274	0.7156	0.4274	0.6538
0.5003	6.4466	664	0.4562	0.7258	0.4562	0.6754
0.5003	6.4660	666	0.4143	0.7245	0.4143	0.6437
0.5003	6.4854	668	0.3855	0.7236	0.3855	0.6209
0.5003	6.5049	670	0.3676	0.7090	0.3676	0.6063
0.5003	6.5243	672	0.3684	0.6959	0.3684	0.6070
0.5003	6.5437	674	0.3947	0.7111	0.3947	0.6282
0.5003	6.5631	676	0.4404	0.6969	0.4404	0.6636
0.5003	6.5825	678	0.4514	0.6898	0.4514	0.6719
0.5003	6.6019	680	0.4384	0.6885	0.4384	0.6621
0.5003	6.6214	682	0.4553	0.6743	0.4553	0.6747
0.5003	6.6408	684	0.4777	0.7188	0.4777	0.6912
0.5003	6.6602	686	0.5058	0.7211	0.5058	0.7112
0.5003	6.6796	688	0.6060	0.6781	0.6060	0.7785
0.5003	6.6990	690	0.6653	0.6413	0.6653	0.8157
0.5003	6.7184	692	0.5748	0.6631	0.5748	0.7582
0.5003	6.7379	694	0.4522	0.7233	0.4522	0.6725
0.5003	6.7573	696	0.4044	0.7139	0.4044	0.6359
0.5003	6.7767	698	0.4102	0.6797	0.4102	0.6404
0.5003	6.7961	700	0.3849	0.6960	0.3849	0.6204
0.5003	6.8155	702	0.3945	0.7135	0.3945	0.6281
0.5003	6.8350	704	0.4648	0.6890	0.4648	0.6818
0.5003	6.8544	706	0.5768	0.6644	0.5768	0.7595
0.5003	6.8738	708	0.6042	0.6712	0.6042	0.7773
0.5003	6.8932	710	0.5617	0.7066	0.5617	0.7495
0.5003	6.9126	712	0.5480	0.7137	0.5480	0.7402
0.5003	6.9320	714	0.4916	0.7047	0.4916	0.7011
0.5003	6.9515	716	0.4078	0.7000	0.4078	0.6386
0.5003	6.9709	718	0.3879	0.6929	0.3879	0.6228
0.5003	6.9903	720	0.3946	0.6749	0.3946	0.6282
0.5003	7.0097	722	0.4059	0.6545	0.4059	0.6371
0.5003	7.0291	724	0.4162	0.6569	0.4162	0.6451
0.5003	7.0485	726	0.4437	0.6585	0.4437	0.6661
0.5003	7.0680	728	0.4998	0.6567	0.4998	0.7070
0.5003	7.0874	730	0.6060	0.6374	0.6060	0.7785
0.5003	7.1068	732	0.5762	0.6869	0.5762	0.7591
0.5003	7.1262	734	0.4783	0.7148	0.4783	0.6916
0.5003	7.1456	736	0.4466	0.7104	0.4466	0.6683
0.5003	7.1650	738	0.4272	0.6908	0.4272	0.6536
0.5003	7.1845	740	0.4256	0.7169	0.4256	0.6524
0.5003	7.2039	742	0.5308	0.6501	0.5308	0.7286
0.5003	7.2233	744	0.5591	0.5967	0.5591	0.7477
0.5003	7.2427	746	0.4829	0.6417	0.4829	0.6949
0.5003	7.2621	748	0.4058	0.6861	0.4058	0.6370
0.5003	7.2816	750	0.3836	0.7132	0.3836	0.6194
0.5003	7.3010	752	0.3776	0.7401	0.3776	0.6145
0.5003	7.3204	754	0.3784	0.7183	0.3784	0.6152
0.5003	7.3398	756	0.4307	0.7200	0.4307	0.6562
0.5003	7.3592	758	0.4851	0.6888	0.4851	0.6965
0.5003	7.3786	760	0.4483	0.7100	0.4483	0.6695
0.5003	7.3981	762	0.4257	0.7126	0.4257	0.6524
0.5003	7.4175	764	0.4036	0.7182	0.4036	0.6353
0.5003	7.4369	766	0.4202	0.6777	0.4202	0.6483
0.5003	7.4563	768	0.4681	0.6575	0.4681	0.6842
0.5003	7.4757	770	0.4291	0.6728	0.4291	0.6550
0.5003	7.4951	772	0.3877	0.7015	0.3877	0.6227
0.5003	7.5146	774	0.4002	0.7077	0.4002	0.6326
0.5003	7.5340	776	0.4335	0.7099	0.4335	0.6584
0.5003	7.5534	778	0.5840	0.6963	0.5840	0.7642
0.5003	7.5728	780	0.8997	0.6026	0.8997	0.9485
0.5003	7.5922	782	0.9323	0.5735	0.9323	0.9656
0.5003	7.6117	784	0.7269	0.6532	0.7269	0.8526
0.5003	7.6311	786	0.5082	0.6972	0.5082	0.7129
0.5003	7.6505	788	0.4337	0.7060	0.4337	0.6586
0.5003	7.6699	790	0.4074	0.6999	0.4074	0.6383
0.5003	7.6893	792	0.3858	0.6903	0.3858	0.6211
0.5003	7.7087	794	0.4490	0.6744	0.4490	0.6701
0.5003	7.7282	796	0.5889	0.6073	0.5889	0.7674
0.5003	7.7476	798	0.6168	0.6138	0.6168	0.7853
0.5003	7.7670	800	0.5069	0.6718	0.5069	0.7120
0.5003	7.7864	802	0.4006	0.6575	0.4006	0.6329
0.5003	7.8058	804	0.3888	0.6904	0.3888	0.6235
0.5003	7.8252	806	0.3951	0.6996	0.3951	0.6286
0.5003	7.8447	808	0.4032	0.6928	0.4032	0.6350
0.5003	7.8641	810	0.4296	0.7201	0.4296	0.6554
0.5003	7.8835	812	0.4602	0.7200	0.4602	0.6784
0.5003	7.9029	814	0.4809	0.7331	0.4809	0.6935
0.5003	7.9223	816	0.5515	0.6920	0.5515	0.7427
0.5003	7.9417	818	0.5667	0.6772	0.5667	0.7528
0.5003	7.9612	820	0.5023	0.7092	0.5023	0.7087
0.5003	7.9806	822	0.4436	0.7119	0.4436	0.6660
0.5003	8.0	824	0.4267	0.7173	0.4267	0.6532
0.5003	8.0194	826	0.4017	0.7297	0.4017	0.6338
0.5003	8.0388	828	0.4059	0.7215	0.4059	0.6371
0.5003	8.0583	830	0.4589	0.6527	0.4589	0.6774
0.5003	8.0777	832	0.5170	0.6462	0.5170	0.7190
0.5003	8.0971	834	0.5073	0.6525	0.5073	0.7122
0.5003	8.1165	836	0.4336	0.7091	0.4336	0.6585
0.5003	8.1359	838	0.4159	0.7295	0.4159	0.6449
0.5003	8.1553	840	0.4224	0.7220	0.4224	0.6499
0.5003	8.1748	842	0.4419	0.7207	0.4419	0.6647
0.5003	8.1942	844	0.4627	0.7210	0.4627	0.6803
0.5003	8.2136	846	0.4584	0.7152	0.4584	0.6770
0.5003	8.2330	848	0.4589	0.7142	0.4589	0.6774
0.5003	8.2524	850	0.4943	0.6895	0.4943	0.7031
0.5003	8.2718	852	0.5009	0.6981	0.5009	0.7078
0.5003	8.2913	854	0.4950	0.6956	0.4950	0.7035
0.5003	8.3107	856	0.4939	0.6970	0.4939	0.7028
0.5003	8.3301	858	0.4861	0.7113	0.4861	0.6972
0.5003	8.3495	860	0.4415	0.7133	0.4415	0.6644
0.5003	8.3689	862	0.4130	0.7055	0.4130	0.6426
0.5003	8.3883	864	0.4158	0.6781	0.4158	0.6449
0.5003	8.4078	866	0.4482	0.6714	0.4482	0.6695
0.5003	8.4272	868	0.4538	0.6714	0.4538	0.6736
0.5003	8.4466	870	0.4349	0.6818	0.4349	0.6594
0.5003	8.4660	872	0.4182	0.6939	0.4182	0.6467
0.5003	8.4854	874	0.4416	0.7091	0.4416	0.6645
0.5003	8.5049	876	0.5261	0.6911	0.5261	0.7253
0.5003	8.5243	878	0.6274	0.6601	0.6274	0.7921
0.5003	8.5437	880	0.5659	0.6729	0.5659	0.7523
0.5003	8.5631	882	0.4523	0.6933	0.4523	0.6725
0.5003	8.5825	884	0.4069	0.6835	0.4069	0.6379
0.5003	8.6019	886	0.3929	0.6706	0.3929	0.6268
0.5003	8.6214	888	0.3990	0.6796	0.3990	0.6317
0.5003	8.6408	890	0.4809	0.6795	0.4809	0.6935
0.5003	8.6602	892	0.5604	0.6498	0.5604	0.7486
0.5003	8.6796	894	0.5299	0.6810	0.5299	0.7279
0.5003	8.6990	896	0.4508	0.7150	0.4508	0.6714
0.5003	8.7184	898	0.4340	0.6984	0.4340	0.6588
0.5003	8.7379	900	0.4725	0.6812	0.4725	0.6874
0.5003	8.7573	902	0.5018	0.6588	0.5018	0.7084
0.5003	8.7767	904	0.4963	0.6568	0.4963	0.7045
0.5003	8.7961	906	0.4579	0.6846	0.4579	0.6767
0.5003	8.8155	908	0.4444	0.6599	0.4444	0.6666
0.5003	8.8350	910	0.4895	0.6824	0.4895	0.6996
0.5003	8.8544	912	0.5796	0.6539	0.5796	0.7613
0.5003	8.8738	914	0.6408	0.6328	0.6408	0.8005
0.5003	8.8932	916	0.6248	0.6339	0.6248	0.7905
0.5003	8.9126	918	0.5258	0.6511	0.5258	0.7251
0.5003	8.9320	920	0.4626	0.6844	0.4626	0.6801
0.5003	8.9515	922	0.4157	0.6893	0.4157	0.6447
0.5003	8.9709	924	0.4106	0.6829	0.4106	0.6408
0.5003	8.9903	926	0.4188	0.6667	0.4188	0.6472
0.5003	9.0097	928	0.4628	0.6756	0.4628	0.6803
0.5003	9.0291	930	0.5115	0.6519	0.5115	0.7152
0.5003	9.0485	932	0.4861	0.6675	0.4861	0.6972
0.5003	9.0680	934	0.4456	0.6924	0.4456	0.6675
0.5003	9.0874	936	0.4107	0.7092	0.4107	0.6409
0.5003	9.1068	938	0.4226	0.7076	0.4226	0.6501
0.5003	9.1262	940	0.4431	0.6959	0.4431	0.6656
0.5003	9.1456	942	0.4364	0.7059	0.4364	0.6606
0.5003	9.1650	944	0.4522	0.7101	0.4522	0.6725
0.5003	9.1845	946	0.5286	0.7044	0.5286	0.7270
0.5003	9.2039	948	0.6004	0.6565	0.6004	0.7749
0.5003	9.2233	950	0.5596	0.6672	0.5596	0.7481
0.5003	9.2427	952	0.4386	0.7062	0.4386	0.6622
0.5003	9.2621	954	0.3914	0.7087	0.3914	0.6256
0.5003	9.2816	956	0.3873	0.6900	0.3873	0.6223
0.5003	9.3010	958	0.4103	0.6977	0.4103	0.6405
0.5003	9.3204	960	0.4711	0.6778	0.4711	0.6864
0.5003	9.3398	962	0.5643	0.6777	0.5643	0.7512
0.5003	9.3592	964	0.5459	0.6896	0.5459	0.7388
0.5003	9.3786	966	0.4907	0.6993	0.4907	0.7005
0.5003	9.3981	968	0.4522	0.7078	0.4522	0.6725
0.5003	9.4175	970	0.4376	0.6921	0.4376	0.6615
0.5003	9.4369	972	0.4314	0.7093	0.4314	0.6568
0.5003	9.4563	974	0.4443	0.7117	0.4443	0.6665
0.5003	9.4757	976	0.5327	0.6584	0.5327	0.7299
0.5003	9.4951	978	0.5314	0.6456	0.5314	0.7290
0.5003	9.5146	980	0.4555	0.6526	0.4555	0.6749
0.5003	9.5340	982	0.4107	0.6780	0.4107	0.6409
0.5003	9.5534	984	0.4016	0.7045	0.4016	0.6337
0.5003	9.5728	986	0.4162	0.6996	0.4162	0.6451
0.5003	9.5922	988	0.4623	0.7079	0.4623	0.6799
0.5003	9.6117	990	0.4897	0.7149	0.4897	0.6998
0.5003	9.6311	992	0.4684	0.7029	0.4684	0.6844
0.5003	9.6505	994	0.4565	0.6885	0.4565	0.6757
0.5003	9.6699	996	0.4590	0.6980	0.4590	0.6775
0.5003	9.6893	998	0.4825	0.7027	0.4825	0.6946
0.1494	9.7087	1000	0.5201	0.7061	0.5201	0.7212
0.1494	9.7282	1002	0.5134	0.7078	0.5134	0.7165
0.1494	9.7476	1004	0.4996	0.7096	0.4996	0.7068
0.1494	9.7670	1006	0.5325	0.6988	0.5325	0.7297
0.1494	9.7864	1008	0.6082	0.6908	0.6082	0.7799
0.1494	9.8058	1010	0.5961	0.6926	0.5961	0.7721
0.1494	9.8252	1012	0.4784	0.7082	0.4784	0.6917
0.1494	9.8447	1014	0.4278	0.6852	0.4278	0.6540
0.1494	9.8641	1016	0.4184	0.6820	0.4184	0.6468
0.1494	9.8835	1018	0.4643	0.6342	0.4643	0.6814
0.1494	9.9029	1020	0.6135	0.6221	0.6135	0.7832
0.1494	9.9223	1022	0.6824	0.5917	0.6824	0.8261

Framework versions

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