ASAP_FineTuningBERT_noAug_task1_organization_fold3

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: 0.4834
• Qwk: 0.6713
• Mse: 0.4834
• Rmse: 0.6952

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0149	2	9.6064	0.0	9.6064	3.0994
No log	0.0299	4	7.3120	0.0081	7.3120	2.7041
No log	0.0448	6	5.7061	0.0	5.7061	2.3888
No log	0.0597	8	4.0391	0.0208	4.0391	2.0098
No log	0.0746	10	3.4539	0.0335	3.4539	1.8585
No log	0.0896	12	2.4345	0.0076	2.4345	1.5603
No log	0.1045	14	2.0867	0.0	2.0867	1.4445
No log	0.1194	16	1.6109	0.0003	1.6109	1.2692
No log	0.1343	18	1.3255	0.0718	1.3255	1.1513
No log	0.1493	20	1.0583	0.0202	1.0583	1.0287
No log	0.1642	22	0.9275	0.0202	0.9275	0.9631
No log	0.1791	24	0.8722	0.0202	0.8722	0.9339
No log	0.1940	26	0.8319	0.0102	0.8319	0.9121
No log	0.2090	28	0.8095	0.0102	0.8095	0.8997
No log	0.2239	30	0.8444	0.0165	0.8444	0.9189
No log	0.2388	32	0.7448	0.1394	0.7448	0.8630
No log	0.2537	34	0.6948	0.0798	0.6948	0.8335
No log	0.2687	36	0.6523	0.2650	0.6523	0.8077
No log	0.2836	38	0.6106	0.3756	0.6106	0.7814
No log	0.2985	40	0.5684	0.4160	0.5684	0.7540
No log	0.3134	42	0.5398	0.4428	0.5398	0.7347
No log	0.3284	44	0.5848	0.5144	0.5848	0.7647
No log	0.3433	46	0.6419	0.4256	0.6419	0.8012
No log	0.3582	48	0.6871	0.3592	0.6871	0.8289
No log	0.3731	50	0.5877	0.4578	0.5877	0.7666
No log	0.3881	52	0.9515	0.3497	0.9515	0.9754
No log	0.4030	54	0.6981	0.4217	0.6981	0.8355
No log	0.4179	56	0.5916	0.4492	0.5916	0.7692
No log	0.4328	58	0.6140	0.5184	0.6140	0.7836
No log	0.4478	60	0.5431	0.5946	0.5431	0.7369
No log	0.4627	62	0.6853	0.5243	0.6853	0.8278
No log	0.4776	64	0.6518	0.5705	0.6518	0.8073
No log	0.4925	66	0.4669	0.5426	0.4669	0.6833
No log	0.5075	68	0.5171	0.3843	0.5171	0.7191
No log	0.5224	70	0.4737	0.4726	0.4737	0.6883
No log	0.5373	72	0.5053	0.5700	0.5053	0.7109
No log	0.5522	74	0.6779	0.5732	0.6779	0.8233
No log	0.5672	76	0.5685	0.5885	0.5685	0.7540
No log	0.5821	78	0.4391	0.5183	0.4391	0.6626
No log	0.5970	80	0.4584	0.4992	0.4584	0.6770
No log	0.6119	82	0.4641	0.6158	0.4641	0.6813
No log	0.6269	84	0.6275	0.5934	0.6275	0.7921
No log	0.6418	86	0.7118	0.5836	0.7118	0.8437
No log	0.6567	88	0.5037	0.6138	0.5037	0.7097
No log	0.6716	90	0.4577	0.5335	0.4577	0.6766
No log	0.6866	92	0.4735	0.5146	0.4735	0.6881
No log	0.7015	94	0.4195	0.5693	0.4195	0.6477
No log	0.7164	96	0.6530	0.5824	0.6530	0.8081
No log	0.7313	98	0.8901	0.5194	0.8901	0.9435
No log	0.7463	100	0.7415	0.5467	0.7415	0.8611
No log	0.7612	102	0.4443	0.5742	0.4443	0.6665
No log	0.7761	104	0.4321	0.5511	0.4321	0.6573
No log	0.7910	106	0.4446	0.5874	0.4446	0.6668
No log	0.8060	108	0.5912	0.5907	0.5912	0.7689
No log	0.8209	110	0.6245	0.5845	0.6245	0.7902
No log	0.8358	112	0.6097	0.6148	0.6097	0.7808
No log	0.8507	114	0.4457	0.6002	0.4457	0.6676
No log	0.8657	116	0.4416	0.5961	0.4416	0.6645
No log	0.8806	118	0.4564	0.5827	0.4564	0.6756
No log	0.8955	120	0.4599	0.5926	0.4599	0.6781
No log	0.9104	122	0.4893	0.6167	0.4893	0.6995
No log	0.9254	124	0.5179	0.6167	0.5179	0.7196
No log	0.9403	126	0.4488	0.5962	0.4488	0.6699
No log	0.9552	128	0.4991	0.4856	0.4991	0.7065
No log	0.9701	130	0.4719	0.4973	0.4719	0.6870
No log	0.9851	132	0.4510	0.5861	0.4510	0.6716
No log	1.0	134	0.6409	0.5854	0.6409	0.8006
No log	1.0149	136	0.6120	0.5935	0.6120	0.7823
No log	1.0299	138	0.6210	0.5953	0.6210	0.7880
No log	1.0448	140	0.4792	0.5706	0.4792	0.6923
No log	1.0597	142	0.4363	0.5529	0.4363	0.6605
No log	1.0746	144	0.4315	0.5725	0.4315	0.6569
No log	1.0896	146	0.4915	0.6162	0.4915	0.7011
No log	1.1045	148	0.5881	0.6452	0.5881	0.7669
No log	1.1194	150	0.4718	0.6168	0.4718	0.6868
No log	1.1343	152	0.4319	0.5855	0.4319	0.6572
No log	1.1493	154	0.4399	0.5573	0.4399	0.6632
No log	1.1642	156	0.4325	0.5924	0.4325	0.6577
No log	1.1791	158	0.6681	0.5900	0.6681	0.8174
No log	1.1940	160	0.8724	0.5811	0.8724	0.9340
No log	1.2090	162	0.7484	0.5863	0.7484	0.8651
No log	1.2239	164	0.4868	0.6516	0.4868	0.6977
No log	1.2388	166	0.4400	0.6345	0.4400	0.6633
No log	1.2537	168	0.4189	0.5663	0.4189	0.6473
No log	1.2687	170	0.4380	0.6182	0.4380	0.6618
No log	1.2836	172	0.5285	0.6832	0.5285	0.7270
No log	1.2985	174	0.4934	0.6633	0.4934	0.7024
No log	1.3134	176	0.4352	0.5859	0.4352	0.6597
No log	1.3284	178	0.4537	0.4994	0.4537	0.6736
No log	1.3433	180	0.4232	0.5371	0.4232	0.6505
No log	1.3582	182	0.4789	0.6457	0.4789	0.6920
No log	1.3731	184	0.7147	0.6592	0.7147	0.8454
No log	1.3881	186	0.7853	0.6604	0.7853	0.8862
No log	1.4030	188	0.5825	0.6646	0.5825	0.7632
No log	1.4179	190	0.4232	0.5323	0.4232	0.6506
No log	1.4328	192	0.4963	0.4124	0.4963	0.7045
No log	1.4478	194	0.4856	0.4165	0.4856	0.6969
No log	1.4627	196	0.4475	0.4604	0.4475	0.6689
No log	1.4776	198	0.4453	0.5797	0.4453	0.6673
No log	1.4925	200	0.6235	0.6860	0.6235	0.7896
No log	1.5075	202	0.7392	0.6731	0.7392	0.8598
No log	1.5224	204	0.5904	0.6786	0.5904	0.7684
No log	1.5373	206	0.4165	0.5750	0.4165	0.6454
No log	1.5522	208	0.4294	0.5052	0.4294	0.6553
No log	1.5672	210	0.4231	0.5309	0.4231	0.6505
No log	1.5821	212	0.4619	0.5205	0.4619	0.6796
No log	1.5970	214	0.5298	0.4671	0.5298	0.7278
No log	1.6119	216	0.5776	0.5357	0.5776	0.7600
No log	1.6269	218	0.6758	0.5675	0.6758	0.8221
No log	1.6418	220	0.5960	0.5961	0.5960	0.7720
No log	1.6567	222	0.4574	0.5889	0.4574	0.6763
No log	1.6716	224	0.4203	0.5293	0.4203	0.6483
No log	1.6866	226	0.4206	0.5333	0.4206	0.6485
No log	1.7015	228	0.4532	0.6506	0.4532	0.6732
No log	1.7164	230	0.5885	0.7121	0.5885	0.7671
No log	1.7313	232	0.5490	0.6957	0.5490	0.7410
No log	1.7463	234	0.4408	0.6629	0.4408	0.6639
No log	1.7612	236	0.4247	0.6410	0.4247	0.6517
No log	1.7761	238	0.4671	0.6896	0.4671	0.6834
No log	1.7910	240	0.5039	0.6866	0.5039	0.7099
No log	1.8060	242	0.4304	0.6662	0.4304	0.6560
No log	1.8209	244	0.4139	0.6190	0.4139	0.6433
No log	1.8358	246	0.4522	0.6758	0.4522	0.6724
No log	1.8507	248	0.5174	0.6959	0.5174	0.7193
No log	1.8657	250	0.5425	0.7109	0.5425	0.7365
No log	1.8806	252	0.4602	0.6557	0.4602	0.6784
No log	1.8955	254	0.4242	0.6319	0.4242	0.6513
No log	1.9104	256	0.4201	0.5679	0.4201	0.6482
No log	1.9254	258	0.4045	0.6238	0.4045	0.6360
No log	1.9403	260	0.4493	0.6758	0.4493	0.6703
No log	1.9552	262	0.6568	0.6968	0.6568	0.8104
No log	1.9701	264	0.6189	0.7018	0.6189	0.7867
No log	1.9851	266	0.5179	0.6804	0.5179	0.7196
No log	2.0	268	0.4191	0.6614	0.4191	0.6473
No log	2.0149	270	0.4154	0.6250	0.4154	0.6445
No log	2.0299	272	0.4340	0.6585	0.4340	0.6588
No log	2.0448	274	0.5245	0.6836	0.5245	0.7243
No log	2.0597	276	0.6095	0.6823	0.6095	0.7807
No log	2.0746	278	0.6913	0.7178	0.6913	0.8315
No log	2.0896	280	0.5051	0.6777	0.5051	0.7107
No log	2.1045	282	0.4801	0.5158	0.4801	0.6929
No log	2.1194	284	0.6270	0.3904	0.6270	0.7918
No log	2.1343	286	0.5577	0.4194	0.5577	0.7468
No log	2.1493	288	0.4113	0.5657	0.4113	0.6414
No log	2.1642	290	0.5102	0.6700	0.5102	0.7143
No log	2.1791	292	0.6609	0.6532	0.6609	0.8129
No log	2.1940	294	0.5682	0.6684	0.5682	0.7538
No log	2.2090	296	0.5093	0.6774	0.5093	0.7136
No log	2.2239	298	0.5548	0.6911	0.5548	0.7448
No log	2.2388	300	0.6963	0.7011	0.6963	0.8344
No log	2.2537	302	0.6942	0.7090	0.6942	0.8332
No log	2.2687	304	0.5796	0.6926	0.5796	0.7613
No log	2.2836	306	0.5028	0.6661	0.5028	0.7091
No log	2.2985	308	0.5211	0.6682	0.5211	0.7218
No log	2.3134	310	0.5377	0.6676	0.5377	0.7333
No log	2.3284	312	0.6146	0.7054	0.6146	0.7839
No log	2.3433	314	0.5972	0.7038	0.5972	0.7728
No log	2.3582	316	0.6100	0.7153	0.6100	0.7810
No log	2.3731	318	0.5663	0.6869	0.5663	0.7526
No log	2.3881	320	0.4563	0.6556	0.4563	0.6755
No log	2.4030	322	0.4205	0.5854	0.4205	0.6484
No log	2.4179	324	0.4393	0.6057	0.4393	0.6628
No log	2.4328	326	0.5825	0.6563	0.5825	0.7632
No log	2.4478	328	0.6763	0.6237	0.6763	0.8224
No log	2.4627	330	0.5892	0.6263	0.5892	0.7676
No log	2.4776	332	0.4464	0.5913	0.4464	0.6681
No log	2.4925	334	0.4259	0.5651	0.4259	0.6526
No log	2.5075	336	0.4407	0.5998	0.4407	0.6638
No log	2.5224	338	0.6241	0.6752	0.6241	0.7900
No log	2.5373	340	1.0011	0.6387	1.0011	1.0006
No log	2.5522	342	1.0683	0.5997	1.0683	1.0336
No log	2.5672	344	0.8606	0.6610	0.8606	0.9277
No log	2.5821	346	0.5334	0.6617	0.5334	0.7303
No log	2.5970	348	0.4715	0.5813	0.4715	0.6866
No log	2.6119	350	0.5206	0.5220	0.5206	0.7215
No log	2.6269	352	0.4655	0.5464	0.4655	0.6823
No log	2.6418	354	0.4258	0.6093	0.4258	0.6526
No log	2.6567	356	0.6305	0.6732	0.6305	0.7941
No log	2.6716	358	0.8590	0.6476	0.8590	0.9268
No log	2.6866	360	0.8425	0.6294	0.8425	0.9179
No log	2.7015	362	0.6438	0.6298	0.6438	0.8024
No log	2.7164	364	0.4500	0.6112	0.4500	0.6708
No log	2.7313	366	0.4103	0.5623	0.4103	0.6405
No log	2.7463	368	0.4104	0.5583	0.4104	0.6406
No log	2.7612	370	0.4083	0.5948	0.4083	0.6390
No log	2.7761	372	0.4819	0.6855	0.4819	0.6942
No log	2.7910	374	0.5619	0.6927	0.5619	0.7496
No log	2.8060	376	0.5146	0.6877	0.5146	0.7174
No log	2.8209	378	0.4891	0.6914	0.4891	0.6993
No log	2.8358	380	0.5569	0.7017	0.5569	0.7462
No log	2.8507	382	0.5704	0.6978	0.5704	0.7553
No log	2.8657	384	0.5270	0.6750	0.5270	0.7259
No log	2.8806	386	0.4353	0.6307	0.4353	0.6597
No log	2.8955	388	0.4179	0.6069	0.4179	0.6464
No log	2.9104	390	0.4530	0.6473	0.4530	0.6731
No log	2.9254	392	0.4517	0.6446	0.4517	0.6721
No log	2.9403	394	0.4332	0.6278	0.4332	0.6581
No log	2.9552	396	0.4276	0.6260	0.4276	0.6539
No log	2.9701	398	0.4172	0.6304	0.4172	0.6459
No log	2.9851	400	0.4162	0.6412	0.4162	0.6451
No log	3.0	402	0.4466	0.6781	0.4466	0.6683
No log	3.0149	404	0.4964	0.6826	0.4964	0.7046
No log	3.0299	406	0.6458	0.6922	0.6458	0.8036
No log	3.0448	408	0.7335	0.7072	0.7335	0.8564
No log	3.0597	410	0.6117	0.6880	0.6117	0.7821
No log	3.0746	412	0.4810	0.6639	0.4810	0.6936
No log	3.0896	414	0.4731	0.6614	0.4731	0.6878
No log	3.1045	416	0.5507	0.6856	0.5507	0.7421
No log	3.1194	418	0.5290	0.6709	0.5290	0.7273
No log	3.1343	420	0.5069	0.6698	0.5069	0.7119
No log	3.1493	422	0.4597	0.6604	0.4597	0.6780
No log	3.1642	424	0.4116	0.5970	0.4116	0.6416
No log	3.1791	426	0.4129	0.5930	0.4129	0.6426
No log	3.1940	428	0.4627	0.6215	0.4627	0.6802
No log	3.2090	430	0.4951	0.6508	0.4951	0.7036
No log	3.2239	432	0.5030	0.6692	0.5030	0.7092
No log	3.2388	434	0.5401	0.6736	0.5401	0.7349
No log	3.2537	436	0.4993	0.6782	0.4993	0.7066
No log	3.2687	438	0.4385	0.6493	0.4385	0.6622
No log	3.2836	440	0.4449	0.6454	0.4449	0.6670
No log	3.2985	442	0.4785	0.6737	0.4785	0.6918
No log	3.3134	444	0.4649	0.6267	0.4649	0.6819
No log	3.3284	446	0.4599	0.6302	0.4599	0.6782
No log	3.3433	448	0.4991	0.6765	0.4991	0.7065
No log	3.3582	450	0.5159	0.6606	0.5159	0.7183
No log	3.3731	452	0.4942	0.6600	0.4942	0.7030
No log	3.3881	454	0.4948	0.6734	0.4948	0.7034
No log	3.4030	456	0.4527	0.6493	0.4527	0.6728
No log	3.4179	458	0.4399	0.6351	0.4399	0.6632
No log	3.4328	460	0.4407	0.6473	0.4407	0.6639
No log	3.4478	462	0.4816	0.6744	0.4816	0.6940
No log	3.4627	464	0.5161	0.6754	0.5161	0.7184
No log	3.4776	466	0.4794	0.6823	0.4794	0.6924
No log	3.4925	468	0.4632	0.6797	0.4632	0.6806
No log	3.5075	470	0.4416	0.6734	0.4416	0.6646
No log	3.5224	472	0.4650	0.6776	0.4650	0.6819
No log	3.5373	474	0.4503	0.6682	0.4503	0.6710
No log	3.5522	476	0.5268	0.6879	0.5268	0.7258
No log	3.5672	478	0.6182	0.6858	0.6182	0.7863
No log	3.5821	480	0.5987	0.6862	0.5987	0.7737
No log	3.5970	482	0.4594	0.6624	0.4594	0.6778
No log	3.6119	484	0.4340	0.6303	0.4340	0.6588
No log	3.6269	486	0.4676	0.6700	0.4676	0.6838
No log	3.6418	488	0.5913	0.6771	0.5913	0.7690
No log	3.6567	490	0.8487	0.6993	0.8487	0.9213
No log	3.6716	492	0.8523	0.6953	0.8523	0.9232
No log	3.6866	494	0.6169	0.6892	0.6169	0.7854
No log	3.7015	496	0.4522	0.6424	0.4522	0.6725
No log	3.7164	498	0.4530	0.5991	0.4530	0.6731
0.5865	3.7313	500	0.4704	0.6117	0.4704	0.6859
0.5865	3.7463	502	0.5631	0.6561	0.5631	0.7504
0.5865	3.7612	504	0.6684	0.6520	0.6684	0.8176
0.5865	3.7761	506	0.6063	0.6301	0.6063	0.7787
0.5865	3.7910	508	0.5598	0.6454	0.5598	0.7482
0.5865	3.8060	510	0.5540	0.6520	0.5540	0.7443
0.5865	3.8209	512	0.5686	0.6611	0.5686	0.7540
0.5865	3.8358	514	0.4859	0.6307	0.4859	0.6971
0.5865	3.8507	516	0.4755	0.6289	0.4755	0.6896
0.5865	3.8657	518	0.5291	0.6646	0.5291	0.7274
0.5865	3.8806	520	0.6412	0.6891	0.6412	0.8007
0.5865	3.8955	522	0.5941	0.6873	0.5941	0.7708
0.5865	3.9104	524	0.4666	0.6664	0.4666	0.6831
0.5865	3.9254	526	0.4283	0.6052	0.4283	0.6544
0.5865	3.9403	528	0.4443	0.6495	0.4443	0.6666
0.5865	3.9552	530	0.4969	0.6668	0.4969	0.7049
0.5865	3.9701	532	0.5051	0.6756	0.5051	0.7107
0.5865	3.9851	534	0.5403	0.6662	0.5403	0.7351
0.5865	4.0	536	0.4764	0.6787	0.4764	0.6902
0.5865	4.0149	538	0.4779	0.6780	0.4779	0.6913
0.5865	4.0299	540	0.5289	0.6679	0.5289	0.7272
0.5865	4.0448	542	0.5237	0.6704	0.5237	0.7236
0.5865	4.0597	544	0.5755	0.6698	0.5755	0.7586
0.5865	4.0746	546	0.5453	0.6674	0.5453	0.7384
0.5865	4.0896	548	0.5336	0.6627	0.5336	0.7305
0.5865	4.1045	550	0.5287	0.6646	0.5287	0.7271
0.5865	4.1194	552	0.5826	0.6693	0.5826	0.7633
0.5865	4.1343	554	0.5992	0.6842	0.5992	0.7741
0.5865	4.1493	556	0.5313	0.6563	0.5313	0.7289
0.5865	4.1642	558	0.5457	0.6592	0.5457	0.7387
0.5865	4.1791	560	0.5270	0.6614	0.5270	0.7260
0.5865	4.1940	562	0.5785	0.6627	0.5785	0.7606
0.5865	4.2090	564	0.5492	0.6612	0.5492	0.7411
0.5865	4.2239	566	0.4995	0.6458	0.4995	0.7068
0.5865	4.2388	568	0.5170	0.6479	0.5170	0.7190
0.5865	4.2537	570	0.5793	0.6625	0.5793	0.7611
0.5865	4.2687	572	0.6191	0.6743	0.6191	0.7868
0.5865	4.2836	574	0.5121	0.6321	0.5121	0.7156
0.5865	4.2985	576	0.4944	0.6227	0.4944	0.7031
0.5865	4.3134	578	0.5762	0.6546	0.5762	0.7591
0.5865	4.3284	580	0.6222	0.6926	0.6222	0.7888
0.5865	4.3433	582	0.5581	0.6464	0.5581	0.7471
0.5865	4.3582	584	0.4670	0.6134	0.4670	0.6834
0.5865	4.3731	586	0.4585	0.6161	0.4585	0.6772
0.5865	4.3881	588	0.4561	0.6176	0.4561	0.6754
0.5865	4.4030	590	0.5298	0.6572	0.5298	0.7279
0.5865	4.4179	592	0.5143	0.6646	0.5143	0.7171
0.5865	4.4328	594	0.4903	0.6636	0.4903	0.7002
0.5865	4.4478	596	0.4717	0.6569	0.4717	0.6868
0.5865	4.4627	598	0.4647	0.6403	0.4647	0.6817
0.5865	4.4776	600	0.4639	0.6377	0.4639	0.6811
0.5865	4.4925	602	0.4542	0.6141	0.4542	0.6739
0.5865	4.5075	604	0.5140	0.6501	0.5140	0.7169
0.5865	4.5224	606	0.6973	0.6888	0.6973	0.8351
0.5865	4.5373	608	0.6821	0.6821	0.6821	0.8259
0.5865	4.5522	610	0.5221	0.6558	0.5221	0.7226
0.5865	4.5672	612	0.4705	0.5853	0.4705	0.6859
0.5865	4.5821	614	0.4818	0.5482	0.4818	0.6941
0.5865	4.5970	616	0.4728	0.5988	0.4728	0.6876
0.5865	4.6119	618	0.5208	0.6459	0.5208	0.7217
0.5865	4.6269	620	0.5615	0.6667	0.5615	0.7494
0.5865	4.6418	622	0.5232	0.6517	0.5232	0.7233
0.5865	4.6567	624	0.5115	0.6545	0.5115	0.7152
0.5865	4.6716	626	0.5553	0.6791	0.5553	0.7452
0.5865	4.6866	628	0.5231	0.6618	0.5231	0.7233
0.5865	4.7015	630	0.4437	0.6039	0.4437	0.6661
0.5865	4.7164	632	0.4580	0.5175	0.4580	0.6768
0.5865	4.7313	634	0.4486	0.5453	0.4486	0.6698
0.5865	4.7463	636	0.4563	0.6252	0.4563	0.6755
0.5865	4.7612	638	0.6682	0.6838	0.6682	0.8174
0.5865	4.7761	640	0.7972	0.6895	0.7972	0.8929
0.5865	4.7910	642	0.7008	0.6954	0.7008	0.8371
0.5865	4.8060	644	0.5136	0.6559	0.5136	0.7166
0.5865	4.8209	646	0.4499	0.6167	0.4499	0.6707
0.5865	4.8358	648	0.4344	0.5651	0.4344	0.6591
0.5865	4.8507	650	0.4349	0.5594	0.4349	0.6595
0.5865	4.8657	652	0.4481	0.6165	0.4481	0.6694
0.5865	4.8806	654	0.6270	0.6950	0.6270	0.7919
0.5865	4.8955	656	0.7744	0.6939	0.7744	0.8800
0.5865	4.9104	658	0.6941	0.6996	0.6941	0.8331
0.5865	4.9254	660	0.5388	0.6879	0.5388	0.7340
0.5865	4.9403	662	0.4529	0.6265	0.4529	0.6730
0.5865	4.9552	664	0.4528	0.5845	0.4528	0.6729
0.5865	4.9701	666	0.4544	0.6227	0.4544	0.6741
0.5865	4.9851	668	0.5297	0.6725	0.5297	0.7278
0.5865	5.0	670	0.6407	0.6952	0.6407	0.8004
0.5865	5.0149	672	0.6796	0.6956	0.6796	0.8244
0.5865	5.0299	674	0.5583	0.6776	0.5583	0.7472
0.5865	5.0448	676	0.4393	0.6189	0.4393	0.6628
0.5865	5.0597	678	0.4565	0.5260	0.4565	0.6757
0.5865	5.0746	680	0.4547	0.5229	0.4547	0.6743
0.5865	5.0896	682	0.4290	0.6058	0.4290	0.6549
0.5865	5.1045	684	0.5223	0.6833	0.5223	0.7227
0.5865	5.1194	686	0.6552	0.6914	0.6552	0.8095
0.5865	5.1343	688	0.6478	0.6878	0.6478	0.8048
0.5865	5.1493	690	0.5291	0.6870	0.5291	0.7274
0.5865	5.1642	692	0.4423	0.6426	0.4423	0.6650
0.5865	5.1791	694	0.4308	0.6115	0.4308	0.6563
0.5865	5.1940	696	0.4404	0.6333	0.4404	0.6636
0.5865	5.2090	698	0.5030	0.6852	0.5030	0.7092
0.5865	5.2239	700	0.6479	0.6947	0.6479	0.8049
0.5865	5.2388	702	0.6769	0.7029	0.6769	0.8228
0.5865	5.2537	704	0.7252	0.7059	0.7252	0.8516
0.5865	5.2687	706	0.6252	0.6954	0.6252	0.7907
0.5865	5.2836	708	0.4834	0.6545	0.4834	0.6953
0.5865	5.2985	710	0.4549	0.6122	0.4549	0.6745
0.5865	5.3134	712	0.4579	0.6333	0.4579	0.6767
0.5865	5.3284	714	0.5219	0.6657	0.5219	0.7224
0.5865	5.3433	716	0.6408	0.6918	0.6408	0.8005
0.5865	5.3582	718	0.7202	0.6957	0.7202	0.8487
0.5865	5.3731	720	0.6236	0.6853	0.6236	0.7897
0.5865	5.3881	722	0.4931	0.6562	0.4931	0.7022
0.5865	5.4030	724	0.4749	0.6527	0.4749	0.6891
0.5865	5.4179	726	0.4714	0.6531	0.4714	0.6866
0.5865	5.4328	728	0.5257	0.6808	0.5257	0.7251
0.5865	5.4478	730	0.6072	0.6991	0.6072	0.7792
0.5865	5.4627	732	0.5834	0.6932	0.5834	0.7638
0.5865	5.4776	734	0.5075	0.6816	0.5075	0.7124
0.5865	5.4925	736	0.4355	0.6343	0.4355	0.6599
0.5865	5.5075	738	0.4257	0.5975	0.4257	0.6524
0.5865	5.5224	740	0.4309	0.6300	0.4309	0.6564
0.5865	5.5373	742	0.4702	0.6597	0.4702	0.6857
0.5865	5.5522	744	0.5622	0.6923	0.5622	0.7498
0.5865	5.5672	746	0.6814	0.6921	0.6814	0.8255
0.5865	5.5821	748	0.7832	0.7006	0.7832	0.8850
0.5865	5.5970	750	0.6889	0.6857	0.6889	0.8300
0.5865	5.6119	752	0.5354	0.6637	0.5354	0.7317
0.5865	5.6269	754	0.4875	0.6289	0.4875	0.6982
0.5865	5.6418	756	0.4786	0.6151	0.4786	0.6918
0.5865	5.6567	758	0.4857	0.6558	0.4857	0.6969
0.5865	5.6716	760	0.6020	0.6863	0.6020	0.7759
0.5865	5.6866	762	0.7793	0.6989	0.7793	0.8828
0.5865	5.7015	764	0.7777	0.6928	0.7777	0.8819
0.5865	5.7164	766	0.6602	0.6938	0.6602	0.8125
0.5865	5.7313	768	0.5834	0.6887	0.5834	0.7638
0.5865	5.7463	770	0.4985	0.6631	0.4985	0.7060
0.5865	5.7612	772	0.4882	0.6641	0.4882	0.6987
0.5865	5.7761	774	0.5437	0.6702	0.5437	0.7374
0.5865	5.7910	776	0.6416	0.6868	0.6416	0.8010
0.5865	5.8060	778	0.6762	0.6947	0.6762	0.8223
0.5865	5.8209	780	0.5928	0.6852	0.5928	0.7699
0.5865	5.8358	782	0.4997	0.6631	0.4997	0.7069
0.5865	5.8507	784	0.4409	0.5978	0.4409	0.6640
0.5865	5.8657	786	0.4370	0.5722	0.4370	0.6611
0.5865	5.8806	788	0.4361	0.5839	0.4361	0.6603
0.5865	5.8955	790	0.4633	0.6064	0.4633	0.6807
0.5865	5.9104	792	0.5854	0.6847	0.5854	0.7651
0.5865	5.9254	794	0.6861	0.6819	0.6861	0.8283
0.5865	5.9403	796	0.6342	0.6923	0.6342	0.7964
0.5865	5.9552	798	0.5275	0.6709	0.5275	0.7263
0.5865	5.9701	800	0.4495	0.6425	0.4495	0.6705
0.5865	5.9851	802	0.4467	0.5564	0.4467	0.6684
0.5865	6.0	804	0.4528	0.5402	0.4528	0.6729
0.5865	6.0149	806	0.4419	0.5956	0.4419	0.6648
0.5865	6.0299	808	0.5042	0.6586	0.5042	0.7101
0.5865	6.0448	810	0.5723	0.6517	0.5723	0.7565
0.5865	6.0597	812	0.5572	0.6495	0.5572	0.7465
0.5865	6.0746	814	0.5703	0.6549	0.5703	0.7552
0.5865	6.0896	816	0.5822	0.6563	0.5822	0.7630
0.5865	6.1045	818	0.5294	0.6725	0.5294	0.7276
0.5865	6.1194	820	0.4932	0.6552	0.4932	0.7023
0.5865	6.1343	822	0.5091	0.6525	0.5091	0.7135
0.5865	6.1493	824	0.5198	0.6557	0.5198	0.7210
0.5865	6.1642	826	0.5347	0.6527	0.5347	0.7312
0.5865	6.1791	828	0.4816	0.6576	0.4816	0.6940
0.5865	6.1940	830	0.4756	0.6576	0.4756	0.6896
0.5865	6.2090	832	0.5248	0.6562	0.5248	0.7244
0.5865	6.2239	834	0.6412	0.6880	0.6412	0.8008
0.5865	6.2388	836	0.6748	0.6921	0.6748	0.8214
0.5865	6.2537	838	0.5978	0.6832	0.5978	0.7732
0.5865	6.2687	840	0.4943	0.6593	0.4943	0.7031
0.5865	6.2836	842	0.4489	0.6156	0.4489	0.6700
0.5865	6.2985	844	0.4475	0.6195	0.4475	0.6689
0.5865	6.3134	846	0.4737	0.6538	0.4737	0.6882
0.5865	6.3284	848	0.5673	0.6731	0.5673	0.7532
0.5865	6.3433	850	0.6237	0.6905	0.6237	0.7897
0.5865	6.3582	852	0.5878	0.6824	0.5878	0.7667
0.5865	6.3731	854	0.5718	0.6787	0.5718	0.7562
0.5865	6.3881	856	0.4934	0.6552	0.4934	0.7024
0.5865	6.4030	858	0.4441	0.6515	0.4441	0.6664
0.5865	6.4179	860	0.4434	0.6541	0.4434	0.6659
0.5865	6.4328	862	0.4614	0.6568	0.4614	0.6792
0.5865	6.4478	864	0.5688	0.6802	0.5688	0.7542
0.5865	6.4627	866	0.6728	0.7053	0.6728	0.8203
0.5865	6.4776	868	0.6304	0.7069	0.6304	0.7940
0.5865	6.4925	870	0.5347	0.6813	0.5347	0.7312
0.5865	6.5075	872	0.4533	0.6580	0.4533	0.6732
0.5865	6.5224	874	0.4300	0.6304	0.4300	0.6557
0.5865	6.5373	876	0.4399	0.6431	0.4399	0.6633
0.5865	6.5522	878	0.5058	0.6851	0.5058	0.7112
0.5865	6.5672	880	0.5776	0.6964	0.5776	0.7600
0.5865	6.5821	882	0.5853	0.6946	0.5853	0.7651
0.5865	6.5970	884	0.5350	0.6927	0.5350	0.7314
0.5865	6.6119	886	0.4808	0.6923	0.4808	0.6934
0.5865	6.6269	888	0.4389	0.6427	0.4389	0.6625
0.5865	6.6418	890	0.4419	0.6554	0.4419	0.6648
0.5865	6.6567	892	0.4569	0.6713	0.4569	0.6760
0.5865	6.6716	894	0.5100	0.6910	0.5100	0.7141
0.5865	6.6866	896	0.5563	0.6936	0.5563	0.7459
0.5865	6.7015	898	0.5192	0.6919	0.5192	0.7206
0.5865	6.7164	900	0.5189	0.6934	0.5189	0.7203
0.5865	6.7313	902	0.5045	0.6944	0.5045	0.7103
0.5865	6.7463	904	0.4982	0.7018	0.4982	0.7058
0.5865	6.7612	906	0.4560	0.6731	0.4560	0.6753
0.5865	6.7761	908	0.4491	0.6678	0.4491	0.6702
0.5865	6.7910	910	0.4333	0.6486	0.4333	0.6583
0.5865	6.8060	912	0.4302	0.6319	0.4302	0.6559
0.5865	6.8209	914	0.4502	0.6595	0.4502	0.6710
0.5865	6.8358	916	0.5186	0.6953	0.5186	0.7201
0.5865	6.8507	918	0.5798	0.6949	0.5798	0.7614
0.5865	6.8657	920	0.6551	0.6794	0.6551	0.8094
0.5865	6.8806	922	0.6068	0.6849	0.6068	0.7790
0.5865	6.8955	924	0.5355	0.6884	0.5355	0.7317
0.5865	6.9104	926	0.4902	0.6807	0.4902	0.7002
0.5865	6.9254	928	0.4827	0.6776	0.4827	0.6948
0.5865	6.9403	930	0.5219	0.6797	0.5219	0.7224
0.5865	6.9552	932	0.6075	0.6825	0.6075	0.7794
0.5865	6.9701	934	0.6358	0.6894	0.6358	0.7974
0.5865	6.9851	936	0.5814	0.6845	0.5814	0.7625
0.5865	7.0	938	0.5188	0.6740	0.5188	0.7202
0.5865	7.0149	940	0.5164	0.6750	0.5164	0.7186
0.5865	7.0299	942	0.4928	0.6693	0.4928	0.7020
0.5865	7.0448	944	0.4893	0.6674	0.4893	0.6995
0.5865	7.0597	946	0.4766	0.6683	0.4766	0.6903
0.5865	7.0746	948	0.4740	0.6661	0.4740	0.6885
0.5865	7.0896	950	0.4807	0.6672	0.4807	0.6933
0.5865	7.1045	952	0.4882	0.6637	0.4882	0.6987
0.5865	7.1194	954	0.4792	0.6554	0.4792	0.6922
0.5865	7.1343	956	0.4509	0.6485	0.4509	0.6715
0.5865	7.1493	958	0.4352	0.6393	0.4352	0.6597
0.5865	7.1642	960	0.4386	0.6416	0.4386	0.6623
0.5865	7.1791	962	0.4683	0.6487	0.4683	0.6843
0.5865	7.1940	964	0.5236	0.6940	0.5236	0.7236
0.5865	7.2090	966	0.5542	0.7065	0.5542	0.7445
0.5865	7.2239	968	0.5375	0.6996	0.5375	0.7332
0.5865	7.2388	970	0.4777	0.6618	0.4777	0.6912
0.5865	7.2537	972	0.4641	0.6600	0.4641	0.6812
0.5865	7.2687	974	0.4562	0.6601	0.4562	0.6754
0.5865	7.2836	976	0.4675	0.6619	0.4675	0.6837
0.5865	7.2985	978	0.4729	0.6566	0.4729	0.6877
0.5865	7.3134	980	0.4919	0.6717	0.4919	0.7014
0.5865	7.3284	982	0.5369	0.6944	0.5369	0.7327
0.5865	7.3433	984	0.5432	0.6977	0.5432	0.7370
0.5865	7.3582	986	0.4935	0.6762	0.4935	0.7025
0.5865	7.3731	988	0.4481	0.6484	0.4481	0.6694
0.5865	7.3881	990	0.4523	0.6528	0.4523	0.6725
0.5865	7.4030	992	0.4635	0.6650	0.4635	0.6808
0.5865	7.4179	994	0.4722	0.6667	0.4722	0.6872
0.5865	7.4328	996	0.5289	0.6855	0.5289	0.7273
0.5865	7.4478	998	0.5672	0.6941	0.5672	0.7531
0.1504	7.4627	1000	0.5680	0.6890	0.5680	0.7537
0.1504	7.4776	1002	0.5329	0.6876	0.5329	0.7300
0.1504	7.4925	1004	0.4950	0.6614	0.4950	0.7036
0.1504	7.5075	1006	0.4646	0.6607	0.4646	0.6816
0.1504	7.5224	1008	0.4735	0.6670	0.4735	0.6881
0.1504	7.5373	1010	0.4834	0.6713	0.4834	0.6952

Framework versions

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