DREsS_FineTuningBERT_noAug_organization_fold1

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.5375
• Qwk: 0.4381
• Mse: 0.6515
• Rmse: 0.8072

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0157	2	9.1757	-0.0027	7.2374	2.6902
No log	0.0315	4	7.2757	0.0	7.0960	2.6638
No log	0.0472	6	5.5744	0.0034	6.8889	2.6247
No log	0.0630	8	4.0592	-0.0047	3.1313	1.7696
No log	0.0787	10	2.8666	0.0	3.0556	1.7480
No log	0.0945	12	2.0347	0.0	3.0556	1.7480
No log	0.1102	14	1.4712	0.0297	1.0051	1.0025
No log	0.1260	16	1.0850	0.0	1.0152	1.0075
No log	0.1417	18	0.8651	0.0	1.0152	1.0075
No log	0.1575	20	0.7746	0.0048	1.0101	1.0050
No log	0.1732	22	0.7632	0.0615	0.9192	0.9587
No log	0.1890	24	0.7496	0.1412	0.8434	0.9184
No log	0.2047	26	0.7339	0.2199	0.7778	0.8819
No log	0.2205	28	0.7220	0.1923	0.7929	0.8905
No log	0.2362	30	0.8356	-0.0479	1.0253	1.0125
No log	0.2520	32	0.8593	-0.3097	1.2980	1.1393
No log	0.2677	34	0.7447	0.1486	0.8333	0.9129
No log	0.2835	36	0.8608	0.0343	1.0	1.0
No log	0.2992	38	1.1603	0.0338	1.0505	1.0249
No log	0.3150	40	0.8417	0.0343	1.0	1.0
No log	0.3307	42	0.7204	0.1501	0.8333	0.9129
No log	0.3465	44	0.8371	0.0423	0.9343	0.9666
No log	0.3622	46	0.7847	0.0476	0.9293	0.9640
No log	0.3780	48	0.6904	0.2644	0.7323	0.8558
No log	0.3937	50	0.8456	0.0533	0.9899	0.9949
No log	0.4094	52	0.7648	0.0858	0.9343	0.9666
No log	0.4252	54	0.6991	0.2098	0.7778	0.8819
No log	0.4409	56	0.7518	0.1109	0.8687	0.9320
No log	0.4567	58	0.7165	0.0985	0.8838	0.9401
No log	0.4724	60	0.6622	0.2620	0.7323	0.8558
No log	0.4882	62	0.6605	0.2524	0.7374	0.8587
No log	0.5039	64	0.7902	0.1112	0.8687	0.9320
No log	0.5197	66	0.8095	0.0955	0.8838	0.9401
No log	0.5354	68	0.7703	0.0963	0.8838	0.9401
No log	0.5512	70	0.6846	0.1979	0.7879	0.8876
No log	0.5669	72	0.7284	0.1341	0.8485	0.9211
No log	0.5827	74	0.8877	0.0683	0.9091	0.9535
No log	0.5984	76	0.8252	0.1055	0.8737	0.9347
No log	0.6142	78	0.6204	0.3057	0.6869	0.8288
No log	0.6299	80	0.7575	0.1681	0.8737	0.9347
No log	0.6457	82	0.7066	0.1966	0.8333	0.9129
No log	0.6614	84	0.6244	0.2521	0.7374	0.8587
No log	0.6772	86	0.8513	0.0683	0.9091	0.9535
No log	0.6929	88	0.8874	0.0315	0.9444	0.9718
No log	0.7087	90	0.7275	0.1579	0.8232	0.9073
No log	0.7244	92	0.6274	0.3168	0.6818	0.8257
No log	0.7402	94	0.7191	0.1460	0.8788	0.9374
No log	0.7559	96	0.6268	0.3119	0.6869	0.8288
No log	0.7717	98	0.6686	0.1969	0.7879	0.8876
No log	0.7874	100	0.7354	0.1422	0.8384	0.9156
No log	0.8031	102	0.6495	0.2553	0.7323	0.8558
No log	0.8189	104	0.6556	0.2623	0.7475	0.8646
No log	0.8346	106	0.8108	0.2070	0.8990	0.9482
No log	0.8504	108	0.6899	0.2010	0.8283	0.9101
No log	0.8661	110	0.6039	0.3509	0.6414	0.8009
No log	0.8819	112	0.7597	0.0952	0.8838	0.9401
No log	0.8976	114	0.8689	0.0315	0.9444	0.9718
No log	0.9134	116	0.8361	0.0315	0.9444	0.9718
No log	0.9291	118	0.6919	0.1750	0.8081	0.8989
No log	0.9449	120	0.6636	0.2816	0.7273	0.8528
No log	0.9606	122	0.7654	0.0860	0.9444	0.9718
No log	0.9764	124	0.7084	0.2040	0.8182	0.9045
No log	0.9921	126	0.6161	0.3426	0.6515	0.8072
No log	1.0079	128	0.6388	0.3016	0.6869	0.8288
No log	1.0236	130	0.7098	0.1736	0.8081	0.8989
No log	1.0394	132	0.6624	0.2537	0.7323	0.8558
No log	1.0551	134	0.6007	0.3622	0.6313	0.7946
No log	1.0709	136	0.5979	0.3868	0.6061	0.7785
No log	1.0866	138	0.6906	0.2212	0.7626	0.8733
No log	1.1024	140	0.8810	0.0526	0.9242	0.9614
No log	1.1181	142	0.9058	0.0526	0.9242	0.9614
No log	1.1339	144	0.7556	0.1369	0.8434	0.9184
No log	1.1496	146	0.6427	0.2752	0.7121	0.8439
No log	1.1654	148	0.5702	0.3479	0.6515	0.8072
No log	1.1811	150	0.6275	0.3911	0.6717	0.8196
No log	1.1969	152	0.5808	0.4005	0.6263	0.7914
No log	1.2126	154	0.6535	0.2543	0.7323	0.8558
No log	1.2283	156	0.7881	0.1262	0.8535	0.9239
No log	1.2441	158	0.7177	0.1736	0.8081	0.8989
No log	1.2598	160	0.6197	0.3116	0.6768	0.8227
No log	1.2756	162	0.5867	0.3142	0.6768	0.8227
No log	1.2913	164	0.5798	0.3373	0.6616	0.8134
No log	1.3071	166	0.6063	0.3024	0.7020	0.8379
No log	1.3228	168	0.6379	0.3424	0.6667	0.8165
No log	1.3386	170	0.6109	0.3320	0.6717	0.8196
No log	1.3543	172	0.5913	0.3556	0.6364	0.7977
No log	1.3701	174	0.5876	0.3879	0.6111	0.7817
No log	1.3858	176	0.6426	0.3236	0.6919	0.8318
No log	1.4016	178	0.6028	0.3568	0.6667	0.8165
No log	1.4173	180	0.5791	0.4169	0.6010	0.7752
No log	1.4331	182	0.6153	0.3284	0.6818	0.8257
No log	1.4488	184	0.6184	0.3197	0.6768	0.8227
No log	1.4646	186	0.5842	0.3813	0.6212	0.7882
No log	1.4803	188	0.5826	0.3782	0.6313	0.7946
No log	1.4961	190	0.5786	0.3723	0.6414	0.8009
No log	1.5118	192	0.6486	0.3241	0.6717	0.8196
No log	1.5276	194	0.6347	0.3410	0.6616	0.8134
No log	1.5433	196	0.5696	0.3812	0.6313	0.7946
No log	1.5591	198	0.5751	0.4096	0.6061	0.7785
No log	1.5748	200	0.6316	0.3641	0.7020	0.8379
No log	1.5906	202	0.5760	0.3632	0.6465	0.8040
No log	1.6063	204	0.6126	0.3255	0.6717	0.8196
No log	1.6220	206	0.7390	0.1982	0.7929	0.8905
No log	1.6378	208	0.6829	0.2971	0.6970	0.8348
No log	1.6535	210	0.6008	0.3562	0.6414	0.8009
No log	1.6693	212	0.5568	0.3860	0.6212	0.7882
No log	1.6850	214	0.5591	0.4190	0.5960	0.7720
No log	1.7008	216	0.5494	0.4019	0.6111	0.7817
No log	1.7165	218	0.6935	0.2919	0.7374	0.8587
No log	1.7323	220	0.8595	0.2726	0.8990	0.9482
No log	1.7480	222	0.7627	0.2840	0.8434	0.9184
No log	1.7638	224	0.5814	0.3308	0.6869	0.8288
No log	1.7795	226	0.5512	0.4185	0.5909	0.7687
No log	1.7953	228	0.5513	0.4083	0.6010	0.7752
No log	1.8110	230	0.5810	0.3458	0.6515	0.8072
No log	1.8268	232	0.6616	0.2915	0.7172	0.8469
No log	1.8425	234	0.6296	0.3093	0.6869	0.8288
No log	1.8583	236	0.5979	0.3206	0.6768	0.8227
No log	1.8740	238	0.5716	0.3515	0.6616	0.8134
No log	1.8898	240	0.5693	0.3657	0.6465	0.8040
No log	1.9055	242	0.5602	0.3882	0.6263	0.7914
No log	1.9213	244	0.5572	0.4123	0.6010	0.7752
No log	1.9370	246	0.5962	0.3445	0.6667	0.8165
No log	1.9528	248	0.6860	0.2855	0.7222	0.8498
No log	1.9685	250	0.6288	0.2939	0.7020	0.8379
No log	1.9843	252	0.6064	0.3252	0.6717	0.8196
No log	2.0	254	0.6440	0.3058	0.6818	0.8257
No log	2.0157	256	0.6943	0.2684	0.7172	0.8469
No log	2.0315	258	0.6186	0.3096	0.6869	0.8288
No log	2.0472	260	0.5567	0.4150	0.5909	0.7687
No log	2.0630	262	0.6186	0.3612	0.7172	0.8469
No log	2.0787	264	0.6428	0.3728	0.7374	0.8587
No log	2.0945	266	0.5471	0.4118	0.6010	0.7752
No log	2.1102	268	0.6488	0.3534	0.7778	0.8819
No log	2.1260	270	0.6716	0.3447	0.8333	0.9129
No log	2.1417	272	0.6091	0.3780	0.7121	0.8439
No log	2.1575	274	0.5425	0.4371	0.5808	0.7621
No log	2.1732	276	0.5370	0.4342	0.5909	0.7687
No log	2.1890	278	0.5461	0.4032	0.6162	0.7850
No log	2.2047	280	0.7061	0.3355	0.7778	0.8819
No log	2.2205	282	0.8526	0.3199	0.8889	0.9428
No log	2.2362	284	0.7448	0.3177	0.8182	0.9045
No log	2.2520	286	0.5587	0.4083	0.6162	0.7850
No log	2.2677	288	0.5598	0.4545	0.6162	0.7850
No log	2.2835	290	0.5329	0.4203	0.6111	0.7817
No log	2.2992	292	0.6135	0.3108	0.6919	0.8318
No log	2.3150	294	0.7504	0.2542	0.7374	0.8587
No log	2.3307	296	0.7818	0.2025	0.7879	0.8876
No log	2.3465	298	0.6535	0.2846	0.7020	0.8379
No log	2.3622	300	0.5357	0.4096	0.5960	0.7720
No log	2.3780	302	0.5309	0.4108	0.5960	0.7720
No log	2.3937	304	0.5754	0.3893	0.6212	0.7882
No log	2.4094	306	0.7208	0.2897	0.7172	0.8469
No log	2.4252	308	0.7249	0.2621	0.7374	0.8587
No log	2.4409	310	0.5907	0.3549	0.6414	0.8009
No log	2.4567	312	0.5234	0.4120	0.5960	0.7720
No log	2.4724	314	0.5369	0.4021	0.6263	0.7914
No log	2.4882	316	0.5153	0.4228	0.5909	0.7687
No log	2.5039	318	0.5326	0.4099	0.5960	0.7720
No log	2.5197	320	0.5557	0.4051	0.6061	0.7785
No log	2.5354	322	0.5668	0.4212	0.6010	0.7752
No log	2.5512	324	0.6831	0.3362	0.7374	0.8587
No log	2.5669	326	0.6926	0.3284	0.7323	0.8558
No log	2.5827	328	0.5669	0.3732	0.6313	0.7946
No log	2.5984	330	0.5274	0.4123	0.6010	0.7752
No log	2.6142	332	0.5185	0.4106	0.6162	0.7850
No log	2.6299	334	0.5166	0.4337	0.5960	0.7720
No log	2.6457	336	0.6529	0.3640	0.7576	0.8704
No log	2.6614	338	0.8354	0.3503	0.9899	0.9949
No log	2.6772	340	0.7583	0.3783	0.9242	0.9614
No log	2.6929	342	0.5965	0.4515	0.7323	0.8558
No log	2.7087	344	0.5412	0.4406	0.6768	0.8227
No log	2.7244	346	0.5338	0.4097	0.6616	0.8134
No log	2.7402	348	0.5356	0.4263	0.6364	0.7977
No log	2.7559	350	0.5665	0.4564	0.5960	0.7720
No log	2.7717	352	0.5677	0.4451	0.5859	0.7654
No log	2.7874	354	0.5063	0.4199	0.5808	0.7621
No log	2.8031	356	0.4945	0.3974	0.6111	0.7817
No log	2.8189	358	0.4983	0.4154	0.5859	0.7654
No log	2.8346	360	0.5577	0.4306	0.5960	0.7720
No log	2.8504	362	0.7063	0.3558	0.7980	0.8933
No log	2.8661	364	0.7320	0.3863	0.8030	0.8961
No log	2.8819	366	0.6065	0.3945	0.6818	0.8257
No log	2.8976	368	0.5375	0.3827	0.6515	0.8072
No log	2.9134	370	0.5422	0.3792	0.6566	0.8103
No log	2.9291	372	0.5270	0.4086	0.6061	0.7785
No log	2.9449	374	0.5264	0.4142	0.5859	0.7654
No log	2.9606	376	0.6396	0.2554	0.7374	0.8587
No log	2.9764	378	0.7141	0.2102	0.7727	0.8790
No log	2.9921	380	0.6651	0.2368	0.7475	0.8646
No log	3.0079	382	0.5676	0.4375	0.5606	0.7487
No log	3.0236	384	0.5154	0.4115	0.5960	0.7720
No log	3.0394	386	0.5082	0.4467	0.5657	0.7521
No log	3.0551	388	0.5362	0.4140	0.5909	0.7687
No log	3.0709	390	0.6612	0.3585	0.6818	0.8257
No log	3.0866	392	0.6662	0.3807	0.7323	0.8558
No log	3.1024	394	0.5953	0.4314	0.6515	0.8072
No log	3.1181	396	0.5406	0.4225	0.6061	0.7785
No log	3.1339	398	0.5381	0.4462	0.5808	0.7621
No log	3.1496	400	0.5722	0.4383	0.5707	0.7555
No log	3.1654	402	0.5645	0.4423	0.5556	0.7454
No log	3.1811	404	0.5529	0.4576	0.5404	0.7351
No log	3.1969	406	0.5213	0.4690	0.5303	0.7282
No log	3.2126	408	0.5233	0.4543	0.5505	0.7420
No log	3.2283	410	0.5159	0.4504	0.5657	0.7521
No log	3.2441	412	0.4991	0.4261	0.6212	0.7882
No log	3.2598	414	0.5301	0.4808	0.5808	0.7621
No log	3.2756	416	0.5656	0.4632	0.6263	0.7914
No log	3.2913	418	0.7160	0.3743	0.8687	0.9320
No log	3.3071	420	0.7787	0.3476	0.9242	0.9614
No log	3.3228	422	0.6457	0.4512	0.6818	0.8257
No log	3.3386	424	0.5136	0.4543	0.6010	0.7752
No log	3.3543	426	0.5052	0.4342	0.6364	0.7977
No log	3.3701	428	0.5114	0.4628	0.5808	0.7621
No log	3.3858	430	0.5898	0.4590	0.5606	0.7487
No log	3.4016	432	0.6105	0.4432	0.5707	0.7555
No log	3.4173	434	0.5794	0.4429	0.5606	0.7487
No log	3.4331	436	0.5116	0.4276	0.5909	0.7687
No log	3.4488	438	0.5099	0.4187	0.6313	0.7946
No log	3.4646	440	0.5138	0.4302	0.6515	0.8072
No log	3.4803	442	0.5713	0.4763	0.6061	0.7785
No log	3.4961	444	0.5861	0.4681	0.6364	0.7977
No log	3.5118	446	0.5344	0.4681	0.6111	0.7817
No log	3.5276	448	0.5260	0.4624	0.5859	0.7654
No log	3.5433	450	0.5148	0.4149	0.6212	0.7882
No log	3.5591	452	0.5215	0.4275	0.5960	0.7720
No log	3.5748	454	0.5467	0.4411	0.5909	0.7687
No log	3.5906	456	0.5761	0.4082	0.6364	0.7977
No log	3.6063	458	0.5605	0.4513	0.5960	0.7720
No log	3.6220	460	0.5062	0.4295	0.6061	0.7785
No log	3.6378	462	0.5014	0.4286	0.6263	0.7914
No log	3.6535	464	0.5008	0.4427	0.6263	0.7914
No log	3.6693	466	0.5960	0.4418	0.6667	0.8165
No log	3.6850	468	0.7333	0.3666	0.9040	0.9508
No log	3.7008	470	0.7487	0.3683	0.9141	0.9561
No log	3.7165	472	0.5984	0.4594	0.6566	0.8103
No log	3.7323	474	0.5173	0.4728	0.5909	0.7687
No log	3.7480	476	0.5246	0.4728	0.5909	0.7687
No log	3.7638	478	0.6093	0.3572	0.7222	0.8498
No log	3.7795	480	0.6157	0.3637	0.7020	0.8379
No log	3.7953	482	0.5229	0.4430	0.5909	0.7687
No log	3.8110	484	0.5225	0.4192	0.6313	0.7946
No log	3.8268	486	0.5210	0.4542	0.5859	0.7654
No log	3.8425	488	0.5532	0.4072	0.6212	0.7882
No log	3.8583	490	0.5673	0.3999	0.6162	0.7850
No log	3.8740	492	0.5260	0.4301	0.5758	0.7588
No log	3.8898	494	0.5139	0.4419	0.5707	0.7555
No log	3.9055	496	0.5166	0.4301	0.5758	0.7588
No log	3.9213	498	0.5453	0.4336	0.5707	0.7555
0.5954	3.9370	500	0.5790	0.3931	0.6465	0.8040
0.5954	3.9528	502	0.5735	0.4051	0.6515	0.8072
0.5954	3.9685	504	0.5993	0.4409	0.6616	0.8134
0.5954	3.9843	506	0.6088	0.4210	0.7020	0.8379
0.5954	4.0	508	0.6165	0.4250	0.6970	0.8348
0.5954	4.0157	510	0.5368	0.4390	0.6162	0.7850
0.5954	4.0315	512	0.5023	0.4506	0.6061	0.7785
0.5954	4.0472	514	0.5249	0.4435	0.6111	0.7817
0.5954	4.0630	516	0.5963	0.3907	0.7020	0.8379
0.5954	4.0787	518	0.6267	0.3832	0.6919	0.8318
0.5954	4.0945	520	0.5605	0.4090	0.6465	0.8040
0.5954	4.1102	522	0.5394	0.4509	0.5960	0.7720
0.5954	4.1260	524	0.5733	0.4291	0.6414	0.8009
0.5954	4.1417	526	0.5522	0.4484	0.6313	0.7946
0.5954	4.1575	528	0.4982	0.4814	0.5707	0.7555
0.5954	4.1732	530	0.5190	0.4670	0.5909	0.7687
0.5954	4.1890	532	0.5075	0.4533	0.6010	0.7752
0.5954	4.2047	534	0.4889	0.4417	0.6061	0.7785
0.5954	4.2205	536	0.4938	0.4532	0.5808	0.7621
0.5954	4.2362	538	0.5840	0.4207	0.6566	0.8103
0.5954	4.2520	540	0.6434	0.3588	0.7374	0.8587
0.5954	4.2677	542	0.5679	0.4139	0.6414	0.8009
0.5954	4.2835	544	0.4945	0.4270	0.5859	0.7654
0.5954	4.2992	546	0.4990	0.4123	0.6212	0.7882
0.5954	4.3150	548	0.4933	0.4394	0.5909	0.7687
0.5954	4.3307	550	0.5020	0.4590	0.5960	0.7720
0.5954	4.3465	552	0.5172	0.4861	0.5859	0.7654
0.5954	4.3622	554	0.5136	0.4694	0.6162	0.7850
0.5954	4.3780	556	0.5301	0.4689	0.6364	0.7977
0.5954	4.3937	558	0.5734	0.4373	0.6667	0.8165
0.5954	4.4094	560	0.5231	0.4478	0.6010	0.7752
0.5954	4.4252	562	0.5141	0.4472	0.5909	0.7687
0.5954	4.4409	564	0.5139	0.4375	0.5960	0.7720
0.5954	4.4567	566	0.5166	0.4248	0.6212	0.7882
0.5954	4.4724	568	0.5346	0.4340	0.6162	0.7850
0.5954	4.4882	570	0.5030	0.4726	0.5657	0.7521
0.5954	4.5039	572	0.5047	0.4612	0.6010	0.7752
0.5954	4.5197	574	0.5096	0.4687	0.5909	0.7687
0.5954	4.5354	576	0.5145	0.4689	0.5960	0.7720
0.5954	4.5512	578	0.5273	0.4596	0.6111	0.7817
0.5954	4.5669	580	0.5193	0.4689	0.5960	0.7720
0.5954	4.5827	582	0.5267	0.4364	0.6263	0.7914
0.5954	4.5984	584	0.5349	0.4275	0.6414	0.8009
0.5954	4.6142	586	0.5228	0.4398	0.6111	0.7817
0.5954	4.6299	588	0.5070	0.4730	0.5808	0.7621
0.5954	4.6457	590	0.5147	0.4441	0.6061	0.7785
0.5954	4.6614	592	0.5842	0.4106	0.6919	0.8318
0.5954	4.6772	594	0.5837	0.4212	0.6970	0.8348
0.5954	4.6929	596	0.5449	0.4477	0.6111	0.7817
0.5954	4.7087	598	0.5376	0.4478	0.6061	0.7785
0.5954	4.7244	600	0.5388	0.4474	0.6010	0.7752
0.5954	4.7402	602	0.5335	0.4431	0.6061	0.7785
0.5954	4.7559	604	0.5102	0.4449	0.6111	0.7817
0.5954	4.7717	606	0.5007	0.4586	0.5808	0.7621
0.5954	4.7874	608	0.5114	0.4532	0.5960	0.7720
0.5954	4.8031	610	0.5098	0.4672	0.5808	0.7621
0.5954	4.8189	612	0.4995	0.4764	0.5455	0.7385
0.5954	4.8346	614	0.5035	0.4763	0.5657	0.7521
0.5954	4.8504	616	0.5395	0.4328	0.6111	0.7817
0.5954	4.8661	618	0.5579	0.4096	0.6414	0.8009
0.5954	4.8819	620	0.5527	0.4148	0.6364	0.7977
0.5954	4.8976	622	0.5461	0.4288	0.6212	0.7882
0.5954	4.9134	624	0.5144	0.4774	0.5808	0.7621
0.5954	4.9291	626	0.5067	0.4425	0.6263	0.7914
0.5954	4.9449	628	0.5043	0.4506	0.6061	0.7785
0.5954	4.9606	630	0.5077	0.4481	0.5859	0.7654
0.5954	4.9764	632	0.5163	0.4361	0.5859	0.7654
0.5954	4.9921	634	0.5260	0.4167	0.6111	0.7817
0.5954	5.0079	636	0.5257	0.4216	0.6061	0.7785
0.5954	5.0236	638	0.5021	0.4480	0.6010	0.7752
0.5954	5.0394	640	0.5036	0.4480	0.6010	0.7752
0.5954	5.0551	642	0.5470	0.4255	0.6465	0.8040
0.5954	5.0709	644	0.5698	0.4150	0.6869	0.8288
0.5954	5.0866	646	0.5270	0.4492	0.6263	0.7914
0.5954	5.1024	648	0.5043	0.4414	0.6364	0.7977
0.5954	5.1181	650	0.5022	0.4424	0.6465	0.8040
0.5954	5.1339	652	0.5250	0.4607	0.6515	0.8072
0.5954	5.1496	654	0.5457	0.4618	0.6818	0.8257
0.5954	5.1654	656	0.5798	0.4658	0.6970	0.8348
0.5954	5.1811	658	0.5348	0.4824	0.6414	0.8009
0.5954	5.1969	660	0.4961	0.4739	0.6111	0.7817
0.5954	5.2126	662	0.4866	0.4561	0.6010	0.7752
0.5954	5.2283	664	0.4953	0.4582	0.5859	0.7654
0.5954	5.2441	666	0.5388	0.4117	0.6515	0.8072
0.5954	5.2598	668	0.5242	0.4261	0.6364	0.7977
0.5954	5.2756	670	0.4929	0.4513	0.6010	0.7752
0.5954	5.2913	672	0.5013	0.4680	0.6212	0.7882
0.5954	5.3071	674	0.5023	0.4555	0.6111	0.7817
0.5954	5.3228	676	0.5420	0.4428	0.6515	0.8072
0.5954	5.3386	678	0.5484	0.4398	0.6717	0.8196
0.5954	5.3543	680	0.5173	0.4409	0.6566	0.8103
0.5954	5.3701	682	0.5234	0.4462	0.6566	0.8103
0.5954	5.3858	684	0.5371	0.4624	0.6465	0.8040
0.5954	5.4016	686	0.5662	0.4051	0.7121	0.8439
0.5954	5.4173	688	0.5302	0.4328	0.6414	0.8009
0.5954	5.4331	690	0.5152	0.4257	0.6515	0.8072
0.5954	5.4488	692	0.5104	0.4310	0.6111	0.7817
0.5954	5.4646	694	0.5070	0.4566	0.5556	0.7454
0.5954	5.4803	696	0.5071	0.4277	0.5960	0.7720
0.5954	5.4961	698	0.5421	0.4027	0.6313	0.7946
0.5954	5.5118	700	0.5479	0.4081	0.6313	0.7946
0.5954	5.5276	702	0.5721	0.4101	0.6465	0.8040
0.5954	5.5433	704	0.5472	0.4212	0.6465	0.8040
0.5954	5.5591	706	0.5143	0.4388	0.6414	0.8009
0.5954	5.5748	708	0.5157	0.4486	0.6364	0.7977
0.5954	5.5906	710	0.5149	0.4673	0.6263	0.7914
0.5954	5.6063	712	0.5165	0.4336	0.6414	0.8009
0.5954	5.6220	714	0.5347	0.4307	0.6313	0.7946
0.5954	5.6378	716	0.5544	0.4310	0.6414	0.8009
0.5954	5.6535	718	0.5446	0.4447	0.6263	0.7914
0.5954	5.6693	720	0.5162	0.4264	0.6313	0.7946
0.5954	5.6850	722	0.5086	0.4447	0.6061	0.7785
0.5954	5.7008	724	0.5189	0.4318	0.6313	0.7946
0.5954	5.7165	726	0.5573	0.4273	0.6515	0.8072
0.5954	5.7323	728	0.5422	0.4178	0.6515	0.8072
0.5954	5.7480	730	0.5156	0.4533	0.6313	0.7946
0.5954	5.7638	732	0.5232	0.4634	0.6263	0.7914
0.5954	5.7795	734	0.5224	0.4469	0.6263	0.7914
0.5954	5.7953	736	0.5636	0.4286	0.6616	0.8134
0.5954	5.8110	738	0.5455	0.4284	0.6515	0.8072
0.5954	5.8268	740	0.5249	0.4366	0.6566	0.8103
0.5954	5.8425	742	0.5311	0.4440	0.6667	0.8165
0.5954	5.8583	744	0.5252	0.4490	0.6414	0.8009
0.5954	5.8740	746	0.5295	0.4231	0.6414	0.8009
0.5954	5.8898	748	0.5307	0.4269	0.6263	0.7914
0.5954	5.9055	750	0.5317	0.4185	0.6313	0.7946
0.5954	5.9213	752	0.5233	0.4211	0.6212	0.7882
0.5954	5.9370	754	0.5274	0.4209	0.6263	0.7914
0.5954	5.9528	756	0.5244	0.4159	0.6313	0.7946
0.5954	5.9685	758	0.5330	0.4130	0.6515	0.8072
0.5954	5.9843	760	0.5100	0.4366	0.6263	0.7914
0.5954	6.0	762	0.5106	0.4567	0.6313	0.7946
0.5954	6.0157	764	0.5195	0.4558	0.6263	0.7914
0.5954	6.0315	766	0.5284	0.4422	0.6414	0.8009
0.5954	6.0472	768	0.5439	0.4506	0.6313	0.7946
0.5954	6.0630	770	0.5316	0.4467	0.6364	0.7977
0.5954	6.0787	772	0.5268	0.4331	0.6465	0.8040
0.5954	6.0945	774	0.5213	0.4321	0.6364	0.7977
0.5954	6.1102	776	0.5421	0.4410	0.6364	0.7977
0.5954	6.1260	778	0.5311	0.4544	0.6162	0.7850
0.5954	6.1417	780	0.5155	0.4489	0.5960	0.7720
0.5954	6.1575	782	0.5121	0.4447	0.6010	0.7752
0.5954	6.1732	784	0.5124	0.4311	0.6162	0.7850
0.5954	6.1890	786	0.5270	0.4646	0.6111	0.7817
0.5954	6.2047	788	0.5375	0.4640	0.6162	0.7850
0.5954	6.2205	790	0.5300	0.4568	0.6364	0.7977
0.5954	6.2362	792	0.5267	0.4748	0.6263	0.7914
0.5954	6.2520	794	0.5336	0.4736	0.6212	0.7882
0.5954	6.2677	796	0.5728	0.4447	0.6919	0.8318
0.5954	6.2835	798	0.6520	0.4255	0.7424	0.8616
0.5954	6.2992	800	0.6615	0.4044	0.7576	0.8704
0.5954	6.3150	802	0.5953	0.3962	0.7273	0.8528
0.5954	6.3307	804	0.5436	0.4542	0.6162	0.7850
0.5954	6.3465	806	0.5199	0.4639	0.5909	0.7687
0.5954	6.3622	808	0.5216	0.4653	0.5960	0.7720
0.5954	6.3780	810	0.5250	0.4555	0.6010	0.7752
0.5954	6.3937	812	0.5300	0.4584	0.5859	0.7654
0.5954	6.4094	814	0.5204	0.4588	0.5859	0.7654
0.5954	6.4252	816	0.5286	0.5119	0.5859	0.7654
0.5954	6.4409	818	0.5276	0.5036	0.6061	0.7785
0.5954	6.4567	820	0.5112	0.4739	0.5909	0.7687
0.5954	6.4724	822	0.5575	0.4101	0.6768	0.8227
0.5954	6.4882	824	0.5942	0.3970	0.7323	0.8558
0.5954	6.5039	826	0.5543	0.4464	0.6465	0.8040
0.5954	6.5197	828	0.5168	0.4782	0.6010	0.7752
0.5954	6.5354	830	0.5207	0.4777	0.5909	0.7687
0.5954	6.5512	832	0.5344	0.4948	0.5909	0.7687
0.5954	6.5669	834	0.5295	0.4860	0.5808	0.7621
0.5954	6.5827	836	0.5125	0.4627	0.5707	0.7555
0.5954	6.5984	838	0.5105	0.4625	0.5657	0.7521
0.5954	6.6142	840	0.5216	0.4376	0.5859	0.7654
0.5954	6.6299	842	0.5325	0.3981	0.6263	0.7914
0.5954	6.6457	844	0.5444	0.4013	0.6465	0.8040
0.5954	6.6614	846	0.5759	0.4222	0.6970	0.8348
0.5954	6.6772	848	0.6278	0.4101	0.7273	0.8528
0.5954	6.6929	850	0.5978	0.4050	0.7172	0.8469
0.5954	6.7087	852	0.5662	0.4187	0.7020	0.8379
0.5954	6.7244	854	0.5555	0.3939	0.6717	0.8196
0.5954	6.7402	856	0.5431	0.3883	0.6667	0.8165
0.5954	6.7559	858	0.5567	0.4020	0.6566	0.8103
0.5954	6.7717	860	0.5719	0.4055	0.6465	0.8040
0.5954	6.7874	862	0.5467	0.3685	0.6566	0.8103
0.5954	6.8031	864	0.5307	0.4561	0.6010	0.7752
0.5954	6.8189	866	0.5382	0.4248	0.6667	0.8165
0.5954	6.8346	868	0.5257	0.4757	0.6010	0.7752
0.5954	6.8504	870	0.5430	0.4386	0.6566	0.8103
0.5954	6.8661	872	0.5702	0.4054	0.7172	0.8469
0.5954	6.8819	874	0.5539	0.4687	0.6313	0.7946
0.5954	6.8976	876	0.5354	0.4868	0.6162	0.7850
0.5954	6.9134	878	0.5553	0.4430	0.6616	0.8134
0.5954	6.9291	880	0.6032	0.4004	0.7576	0.8704
0.5954	6.9449	882	0.6085	0.3889	0.7778	0.8819
0.5954	6.9606	884	0.5539	0.4475	0.6616	0.8134
0.5954	6.9764	886	0.5230	0.4909	0.6061	0.7785
0.5954	6.9921	888	0.5185	0.4865	0.5960	0.7720
0.5954	7.0079	890	0.5081	0.4700	0.6111	0.7817
0.5954	7.0236	892	0.5103	0.4695	0.6061	0.7785
0.5954	7.0394	894	0.5398	0.4220	0.6515	0.8072
0.5954	7.0551	896	0.5638	0.4087	0.6717	0.8196
0.5954	7.0709	898	0.5369	0.4110	0.6465	0.8040
0.5954	7.0866	900	0.5050	0.4447	0.6010	0.7752
0.5954	7.1024	902	0.5042	0.4501	0.6010	0.7752
0.5954	7.1181	904	0.5236	0.4539	0.6111	0.7817
0.5954	7.1339	906	0.5918	0.4375	0.6717	0.8196
0.5954	7.1496	908	0.6141	0.3915	0.7323	0.8558
0.5954	7.1654	910	0.5601	0.4632	0.6263	0.7914
0.5954	7.1811	912	0.5247	0.4378	0.6364	0.7977
0.5954	7.1969	914	0.5222	0.4427	0.6313	0.7946
0.5954	7.2126	916	0.5393	0.4278	0.6465	0.8040
0.5954	7.2283	918	0.5797	0.4628	0.6313	0.7946
0.5954	7.2441	920	0.5732	0.4626	0.6263	0.7914
0.5954	7.2598	922	0.5303	0.4315	0.6364	0.7977
0.5954	7.2756	924	0.5083	0.4605	0.6010	0.7752
0.5954	7.2913	926	0.5088	0.4600	0.5960	0.7720
0.5954	7.3071	928	0.5294	0.4445	0.6162	0.7850
0.5954	7.3228	930	0.5538	0.4262	0.6465	0.8040
0.5954	7.3386	932	0.5584	0.4256	0.6414	0.8009
0.5954	7.3543	934	0.5343	0.4243	0.6212	0.7882
0.5954	7.3701	936	0.5240	0.4487	0.5960	0.7720
0.5954	7.3858	938	0.5234	0.4398	0.6061	0.7785
0.5954	7.4016	940	0.5268	0.4398	0.6061	0.7785
0.5954	7.4173	942	0.5337	0.4200	0.6212	0.7882
0.5954	7.4331	944	0.5307	0.4368	0.6212	0.7882
0.5954	7.4488	946	0.5288	0.4555	0.6010	0.7752
0.5954	7.4646	948	0.5319	0.4603	0.6010	0.7752
0.5954	7.4803	950	0.5365	0.4371	0.6263	0.7914
0.5954	7.4961	952	0.5365	0.4364	0.6212	0.7882
0.5954	7.5118	954	0.5316	0.4460	0.6111	0.7817
0.5954	7.5276	956	0.5306	0.4423	0.6212	0.7882
0.5954	7.5433	958	0.5295	0.4269	0.6263	0.7914
0.5954	7.5591	960	0.5343	0.4387	0.6010	0.7752
0.5954	7.5748	962	0.5542	0.3939	0.6717	0.8196
0.5954	7.5906	964	0.5466	0.4228	0.6515	0.8072
0.5954	7.6063	966	0.5239	0.4419	0.6263	0.7914
0.5954	7.6220	968	0.5213	0.4629	0.6364	0.7977
0.5954	7.6378	970	0.5294	0.4422	0.6364	0.7977
0.5954	7.6535	972	0.5847	0.4370	0.7121	0.8439
0.5954	7.6693	974	0.6551	0.4200	0.7727	0.8790
0.5954	7.6850	976	0.6595	0.4279	0.7677	0.8762
0.5954	7.7008	978	0.5964	0.4214	0.7374	0.8587
0.5954	7.7165	980	0.5318	0.4567	0.6515	0.8072
0.5954	7.7323	982	0.5173	0.4661	0.6263	0.7914
0.5954	7.7480	984	0.5169	0.4513	0.6212	0.7882
0.5954	7.7638	986	0.5330	0.4418	0.6414	0.8009
0.5954	7.7795	988	0.5609	0.4022	0.6919	0.8318
0.5954	7.7953	990	0.5553	0.4015	0.6869	0.8288
0.5954	7.8110	992	0.5274	0.4351	0.6212	0.7882
0.5954	7.8268	994	0.5155	0.4556	0.6061	0.7785
0.5954	7.8425	996	0.5175	0.4485	0.6313	0.7946
0.5954	7.8583	998	0.5220	0.4655	0.6111	0.7817
0.1457	7.8740	1000	0.5264	0.4609	0.6212	0.7882
0.1457	7.8898	1002	0.5349	0.4511	0.6313	0.7946
0.1457	7.9055	1004	0.5297	0.4476	0.6414	0.8009
0.1457	7.9213	1006	0.5273	0.4478	0.6414	0.8009
0.1457	7.9370	1008	0.5280	0.4521	0.6364	0.7977
0.1457	7.9528	1010	0.5375	0.4381	0.6515	0.8072

Framework versions

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