ASAP_FineTuningBERT_AugV3_k5_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: 0.7528
• Qwk: 0.5241
• Mse: 0.7528
• Rmse: 0.8676

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	0.0033	2	10.0752	0.0	10.0752	3.1741
No log	0.0067	4	9.2140	0.0	9.2140	3.0355
No log	0.0100	6	8.8020	-0.0016	8.8020	2.9668
No log	0.0134	8	8.4132	0.0	8.4132	2.9006
No log	0.0167	10	7.9667	0.0	7.9667	2.8225
No log	0.0200	12	7.4126	0.0	7.4126	2.7226
No log	0.0234	14	6.6825	0.0	6.6825	2.5851
No log	0.0267	16	5.7384	0.0	5.7384	2.3955
No log	0.0301	18	4.8869	0.0	4.8869	2.2106
No log	0.0334	20	4.2516	0.0008	4.2517	2.0620
No log	0.0367	22	3.6181	0.0086	3.6181	1.9021
No log	0.0401	24	3.0576	0.0	3.0576	1.7486
No log	0.0434	26	2.5892	0.0	2.5892	1.6091
No log	0.0467	28	2.2056	0.0	2.2056	1.4851
No log	0.0501	30	1.8554	0.0	1.8554	1.3621
No log	0.0534	32	1.5566	0.0131	1.5566	1.2477
No log	0.0568	34	1.4436	0.1350	1.4436	1.2015
No log	0.0601	36	1.6256	0.0089	1.6256	1.2750
No log	0.0634	38	1.7607	0.0	1.7607	1.3269
No log	0.0668	40	2.1514	0.0	2.1514	1.4668
No log	0.0701	42	2.3093	0.0	2.3093	1.5196
No log	0.0735	44	1.9866	0.0	1.9866	1.4095
No log	0.0768	46	1.7193	0.0	1.7193	1.3112
No log	0.0801	48	1.6862	0.0017	1.6862	1.2985
No log	0.0835	50	1.8728	0.0	1.8728	1.3685
No log	0.0868	52	2.1555	0.0	2.1555	1.4682
No log	0.0902	54	2.1898	0.0	2.1898	1.4798
No log	0.0935	56	2.1043	0.0	2.1043	1.4506
No log	0.0968	58	2.1212	0.0	2.1212	1.4564
No log	0.1002	60	1.9289	0.0	1.9289	1.3889
No log	0.1035	62	1.7191	0.0017	1.7191	1.3112
No log	0.1068	64	1.7158	0.0017	1.7158	1.3099
No log	0.1102	66	1.7896	0.0	1.7896	1.3377
No log	0.1135	68	1.7092	0.0017	1.7092	1.3074
No log	0.1169	70	1.6198	0.0041	1.6198	1.2727
No log	0.1202	72	1.5183	0.0679	1.5183	1.2322
No log	0.1235	74	1.5239	0.0739	1.5239	1.2345
No log	0.1269	76	1.5149	0.0860	1.5149	1.2308
No log	0.1302	78	1.5425	0.0733	1.5425	1.2420
No log	0.1336	80	1.5061	0.0827	1.5061	1.2272
No log	0.1369	82	1.3933	0.0643	1.3933	1.1804
No log	0.1402	84	1.2747	0.0450	1.2747	1.1290
No log	0.1436	86	1.2682	0.0379	1.2682	1.1262
No log	0.1469	88	1.3280	0.0490	1.3280	1.1524
No log	0.1503	90	1.4194	0.0566	1.4194	1.1914
No log	0.1536	92	1.4922	0.0514	1.4922	1.2215
No log	0.1569	94	1.5336	0.0720	1.5336	1.2384
No log	0.1603	96	1.4268	0.0498	1.4268	1.1945
No log	0.1636	98	1.2845	0.0444	1.2845	1.1334
No log	0.1669	100	1.1642	0.0393	1.1642	1.0790
No log	0.1703	102	1.0844	0.0379	1.0844	1.0413
No log	0.1736	104	1.0415	0.0379	1.0415	1.0205
No log	0.1770	106	1.0331	0.0379	1.0331	1.0164
No log	0.1803	108	1.0218	0.0379	1.0218	1.0108
No log	0.1836	110	1.0127	0.0379	1.0127	1.0064
No log	0.1870	112	1.0066	0.0379	1.0066	1.0033
No log	0.1903	114	1.0094	0.0379	1.0094	1.0047
No log	0.1937	116	1.0214	0.0379	1.0214	1.0106
No log	0.1970	118	1.0289	0.0379	1.0289	1.0144
No log	0.2003	120	1.0129	0.0379	1.0129	1.0064
No log	0.2037	122	0.9924	0.0379	0.9924	0.9962
No log	0.2070	124	0.9933	0.0379	0.9933	0.9966
No log	0.2104	126	0.9830	0.0379	0.9830	0.9914
No log	0.2137	128	0.9475	0.0379	0.9475	0.9734
No log	0.2170	130	0.9127	0.0379	0.9127	0.9553
No log	0.2204	132	0.8947	0.0266	0.8947	0.9459
No log	0.2237	134	0.8957	0.0362	0.8957	0.9464
No log	0.2270	136	0.9057	0.0364	0.9057	0.9517
No log	0.2304	138	0.9250	0.0379	0.9250	0.9618
No log	0.2337	140	0.9734	0.0379	0.9734	0.9866
No log	0.2371	142	1.0293	0.0379	1.0293	1.0145
No log	0.2404	144	1.0632	0.0426	1.0632	1.0311
No log	0.2437	146	1.0640	0.0403	1.0640	1.0315
No log	0.2471	148	1.0646	0.0379	1.0646	1.0318
No log	0.2504	150	1.0328	0.0379	1.0328	1.0163
No log	0.2538	152	1.0124	0.0379	1.0124	1.0062
No log	0.2571	154	0.9864	0.0379	0.9864	0.9932
No log	0.2604	156	0.9179	0.0379	0.9179	0.9580
No log	0.2638	158	0.8942	0.0379	0.8942	0.9456
No log	0.2671	160	0.8933	0.0355	0.8933	0.9451
No log	0.2705	162	0.9000	0.0379	0.9000	0.9487
No log	0.2738	164	0.9044	0.0379	0.9044	0.9510
No log	0.2771	166	0.9122	0.0379	0.9122	0.9551
No log	0.2805	168	0.9253	0.0379	0.9253	0.9619
No log	0.2838	170	0.9357	0.0602	0.9357	0.9673
No log	0.2871	172	0.9412	0.0640	0.9412	0.9702
No log	0.2905	174	0.9448	0.0775	0.9448	0.9720
No log	0.2938	176	0.9357	0.0672	0.9357	0.9673
No log	0.2972	178	0.9270	0.0395	0.9270	0.9628
No log	0.3005	180	0.9193	0.0379	0.9193	0.9588
No log	0.3038	182	0.9331	0.0388	0.9331	0.9660
No log	0.3072	184	0.9055	0.0379	0.9055	0.9516
No log	0.3105	186	0.8985	0.0395	0.8985	0.9479
No log	0.3139	188	0.9107	0.3163	0.9107	0.9543
No log	0.3172	190	0.9265	0.3173	0.9265	0.9626
No log	0.3205	192	0.9288	0.2837	0.9288	0.9637
No log	0.3239	194	0.9229	0.2847	0.9229	0.9607
No log	0.3272	196	0.9139	0.2603	0.9139	0.9560
No log	0.3306	198	0.8996	0.2957	0.8996	0.9485
No log	0.3339	200	0.8988	0.2637	0.8988	0.9480
No log	0.3372	202	0.9199	0.2564	0.9199	0.9591
No log	0.3406	204	0.9006	0.2831	0.9006	0.9490
No log	0.3439	206	0.9070	0.3116	0.9070	0.9524
No log	0.3472	208	0.9234	0.2659	0.9234	0.9609
No log	0.3506	210	0.8736	0.3030	0.8736	0.9347
No log	0.3539	212	0.8003	0.2772	0.8003	0.8946
No log	0.3573	214	0.7858	0.2915	0.7858	0.8864
No log	0.3606	216	0.8493	0.3001	0.8493	0.9216
No log	0.3639	218	0.9680	0.2599	0.9680	0.9839
No log	0.3673	220	0.9928	0.2080	0.9928	0.9964
No log	0.3706	222	0.8869	0.1003	0.8869	0.9418
No log	0.3740	224	0.8265	0.0803	0.8265	0.9091
No log	0.3773	226	0.8264	0.0379	0.8264	0.9091
No log	0.3806	228	0.8777	0.0379	0.8777	0.9369
No log	0.3840	230	0.9377	0.0436	0.9377	0.9684
No log	0.3873	232	0.9641	0.0459	0.9641	0.9819
No log	0.3907	234	0.9886	0.0515	0.9886	0.9943
No log	0.3940	236	0.9387	0.0593	0.9387	0.9688
No log	0.3973	238	0.8807	0.0459	0.8807	0.9385
No log	0.4007	240	0.8330	0.0436	0.8330	0.9127
No log	0.4040	242	0.8144	0.0379	0.8144	0.9024
No log	0.4073	244	0.7924	0.0430	0.7924	0.8902
No log	0.4107	246	0.8167	0.1961	0.8167	0.9037
No log	0.4140	248	0.8489	0.3415	0.8489	0.9214
No log	0.4174	250	0.8698	0.3627	0.8698	0.9326
No log	0.4207	252	0.8718	0.3624	0.8718	0.9337
No log	0.4240	254	0.8488	0.3568	0.8488	0.9213
No log	0.4274	256	0.8281	0.3511	0.8281	0.9100
No log	0.4307	258	0.8047	0.3378	0.8047	0.8970
No log	0.4341	260	0.7791	0.3414	0.7791	0.8827
No log	0.4374	262	0.7653	0.2609	0.7653	0.8748
No log	0.4407	264	0.7633	0.1761	0.7633	0.8737
No log	0.4441	266	0.7689	0.0505	0.7689	0.8769
No log	0.4474	268	0.7823	0.0474	0.7823	0.8845
No log	0.4508	270	0.7747	0.0431	0.7747	0.8802
No log	0.4541	272	0.7815	0.0431	0.7815	0.8840
No log	0.4574	274	0.7878	0.0388	0.7878	0.8876
No log	0.4608	276	0.7778	0.0388	0.7778	0.8819
No log	0.4641	278	0.7630	0.0388	0.7630	0.8735
No log	0.4674	280	0.7501	0.0678	0.7501	0.8661
No log	0.4708	282	0.7399	0.1478	0.7399	0.8602
No log	0.4741	284	0.7310	0.2606	0.7310	0.8550
No log	0.4775	286	0.7282	0.3151	0.7282	0.8533
No log	0.4808	288	0.7274	0.3150	0.7274	0.8529
No log	0.4841	290	0.7529	0.3216	0.7529	0.8677
No log	0.4875	292	0.8246	0.3771	0.8246	0.9081
No log	0.4908	294	0.8894	0.3548	0.8894	0.9431
No log	0.4942	296	0.9412	0.2869	0.9412	0.9701
No log	0.4975	298	0.9221	0.2867	0.9221	0.9603
No log	0.5008	300	0.9061	0.2899	0.9061	0.9519
No log	0.5042	302	0.9388	0.2679	0.9388	0.9689
No log	0.5075	304	0.9596	0.2517	0.9596	0.9796
No log	0.5109	306	0.9823	0.2308	0.9823	0.9911
No log	0.5142	308	0.9828	0.2212	0.9828	0.9914
No log	0.5175	310	0.9533	0.2794	0.9533	0.9764
No log	0.5209	312	0.9162	0.2962	0.9162	0.9572
No log	0.5242	314	0.8795	0.2989	0.8795	0.9378
No log	0.5275	316	0.8575	0.3144	0.8575	0.9260
No log	0.5309	318	0.8455	0.3126	0.8455	0.9195
No log	0.5342	320	0.8344	0.3159	0.8344	0.9135
No log	0.5376	322	0.8430	0.3090	0.8430	0.9182
No log	0.5409	324	0.8485	0.3392	0.8485	0.9212
No log	0.5442	326	0.8483	0.3399	0.8483	0.9210
No log	0.5476	328	0.8403	0.3511	0.8403	0.9167
No log	0.5509	330	0.8114	0.3345	0.8114	0.9008
No log	0.5543	332	0.7988	0.3572	0.7988	0.8938
No log	0.5576	334	0.8141	0.3831	0.8141	0.9023
No log	0.5609	336	0.7990	0.3831	0.7990	0.8939
No log	0.5643	338	0.7249	0.3290	0.7249	0.8514
No log	0.5676	340	0.7649	0.0862	0.7649	0.8746
No log	0.5710	342	0.9334	0.1098	0.9334	0.9661
No log	0.5743	344	1.0618	0.1449	1.0618	1.0304
No log	0.5776	346	0.9717	0.1059	0.9717	0.9858
No log	0.5810	348	0.9269	0.0915	0.9269	0.9628
No log	0.5843	350	0.7895	0.0436	0.7895	0.8885
No log	0.5876	352	0.7289	0.1594	0.7289	0.8537
No log	0.5910	354	0.7465	0.3792	0.7465	0.8640
No log	0.5943	356	0.8749	0.3545	0.8749	0.9354
No log	0.5977	358	1.0000	0.2966	1.0000	1.0000
No log	0.6010	360	1.0545	0.2255	1.0545	1.0269
No log	0.6043	362	1.0826	0.1922	1.0826	1.0405
No log	0.6077	364	1.0897	0.1705	1.0897	1.0439
No log	0.6110	366	1.0744	-0.0746	1.0744	1.0365
No log	0.6144	368	1.1176	-0.0812	1.1176	1.0572
No log	0.6177	370	1.1204	-0.0391	1.1204	1.0585
No log	0.6210	372	0.9880	0.0172	0.9880	0.9940
No log	0.6244	374	0.9255	0.3269	0.9255	0.9620
No log	0.6277	376	0.8957	0.3748	0.8957	0.9464
No log	0.6311	378	0.8496	0.3620	0.8496	0.9218
No log	0.6344	380	0.8105	0.2664	0.8105	0.9003
No log	0.6377	382	0.7972	0.2402	0.7972	0.8928
No log	0.6411	384	0.8037	0.2772	0.8037	0.8965
No log	0.6444	386	0.8230	0.3430	0.8230	0.9072
No log	0.6477	388	0.8104	0.3735	0.8104	0.9002
No log	0.6511	390	0.7760	0.3531	0.7760	0.8809
No log	0.6544	392	0.7470	0.3232	0.7470	0.8643
No log	0.6578	394	0.7148	0.2736	0.7148	0.8455
No log	0.6611	396	0.7627	0.1169	0.7627	0.8733
No log	0.6644	398	0.8429	0.0626	0.8429	0.9181
No log	0.6678	400	0.8786	0.0852	0.8786	0.9373
No log	0.6711	402	0.9272	0.1476	0.9272	0.9629
No log	0.6745	404	0.9648	0.1687	0.9648	0.9823
No log	0.6778	406	0.8704	0.1315	0.8704	0.9329
No log	0.6811	408	0.8159	0.0852	0.8159	0.9033
No log	0.6845	410	0.7841	0.0492	0.7841	0.8855
No log	0.6878	412	0.7784	0.0493	0.7784	0.8823
No log	0.6912	414	0.7798	0.1240	0.7798	0.8831
No log	0.6945	416	0.7867	0.2933	0.7867	0.8869
No log	0.6978	418	0.8022	0.3775	0.8022	0.8957
No log	0.7012	420	0.8249	0.3846	0.8249	0.9082
No log	0.7045	422	0.8237	0.3761	0.8237	0.9076
No log	0.7078	424	0.8028	0.3663	0.8028	0.8960
No log	0.7112	426	0.7804	0.3708	0.7804	0.8834
No log	0.7145	428	0.7522	0.3697	0.7522	0.8673
No log	0.7179	430	0.7362	0.3374	0.7362	0.8580
No log	0.7212	432	0.7265	0.3089	0.7265	0.8524
No log	0.7245	434	0.7217	0.3117	0.7217	0.8495
No log	0.7279	436	0.7187	0.3139	0.7187	0.8477
No log	0.7312	438	0.7159	0.3058	0.7159	0.8461
No log	0.7346	440	0.7223	0.2989	0.7223	0.8499
No log	0.7379	442	0.7283	0.2818	0.7283	0.8534
No log	0.7412	444	0.7046	0.3058	0.7046	0.8394
No log	0.7446	446	0.6899	0.3466	0.6899	0.8306
No log	0.7479	448	0.6769	0.3840	0.6769	0.8228
No log	0.7513	450	0.6758	0.3967	0.6758	0.8220
No log	0.7546	452	0.6744	0.4146	0.6744	0.8212
No log	0.7579	454	0.6925	0.4317	0.6925	0.8322
No log	0.7613	456	0.7034	0.4806	0.7034	0.8387
No log	0.7646	458	0.6992	0.4841	0.6992	0.8362
No log	0.7679	460	0.6969	0.4483	0.6969	0.8348
No log	0.7713	462	0.6984	0.4193	0.6984	0.8357
No log	0.7746	464	0.7058	0.4312	0.7058	0.8401
No log	0.7780	466	0.7058	0.4406	0.7058	0.8401
No log	0.7813	468	0.7067	0.4617	0.7067	0.8407
No log	0.7846	470	0.7102	0.4675	0.7102	0.8427
No log	0.7880	472	0.7674	0.4482	0.7674	0.8760
No log	0.7913	474	0.8384	0.3964	0.8384	0.9156
No log	0.7947	476	0.9109	0.3255	0.9109	0.9544
No log	0.7980	478	0.9534	0.2958	0.9534	0.9764
No log	0.8013	480	0.9563	0.2955	0.9563	0.9779
No log	0.8047	482	0.9245	0.3156	0.9245	0.9615
No log	0.8080	484	0.8858	0.3236	0.8858	0.9412
No log	0.8114	486	0.8531	0.3625	0.8531	0.9237
No log	0.8147	488	0.7911	0.3460	0.7911	0.8895
No log	0.8180	490	0.7676	0.1322	0.7676	0.8762
No log	0.8214	492	0.8184	0.0746	0.8184	0.9047
No log	0.8247	494	0.8535	0.0820	0.8535	0.9239
No log	0.8280	496	0.8634	0.0956	0.8634	0.9292
No log	0.8314	498	0.8632	0.0956	0.8632	0.9291
1.48	0.8347	500	0.8588	0.1059	0.8588	0.9267
1.48	0.8381	502	0.8828	0.1442	0.8828	0.9396
1.48	0.8414	504	0.8718	0.1442	0.8718	0.9337
1.48	0.8447	506	0.8033	0.1454	0.8033	0.8963
1.48	0.8481	508	0.7192	0.1588	0.7192	0.8481
1.48	0.8514	510	0.6380	0.3753	0.6380	0.7987
1.48	0.8548	512	0.6483	0.4923	0.6483	0.8052
1.48	0.8581	514	0.6735	0.4794	0.6735	0.8207
1.48	0.8614	516	0.6902	0.4755	0.6902	0.8308
1.48	0.8648	518	0.6837	0.4664	0.6837	0.8269
1.48	0.8681	520	0.7295	0.4140	0.7295	0.8541
1.48	0.8715	522	0.8735	0.3195	0.8735	0.9346
1.48	0.8748	524	0.9739	0.2656	0.9739	0.9868
1.48	0.8781	526	0.9949	0.2433	0.9949	0.9974
1.48	0.8815	528	0.8522	0.3195	0.8522	0.9231
1.48	0.8848	530	0.7318	0.3848	0.7318	0.8555
1.48	0.8881	532	0.6698	0.4593	0.6698	0.8184
1.48	0.8915	534	0.7078	0.4803	0.7078	0.8413
1.48	0.8948	536	0.7287	0.4792	0.7287	0.8536
1.48	0.8982	538	0.7508	0.4747	0.7508	0.8665
1.48	0.9015	540	0.7485	0.4802	0.7485	0.8652
1.48	0.9048	542	0.7464	0.4664	0.7464	0.8639
1.48	0.9082	544	0.7328	0.4607	0.7328	0.8560
1.48	0.9115	546	0.7173	0.4638	0.7173	0.8469
1.48	0.9149	548	0.7167	0.4615	0.7167	0.8466
1.48	0.9182	550	0.7176	0.4599	0.7176	0.8471
1.48	0.9215	552	0.7124	0.2302	0.7124	0.8440
1.48	0.9249	554	0.8258	0.1808	0.8258	0.9087
1.48	0.9282	556	0.9179	0.1870	0.9179	0.9581
1.48	0.9316	558	0.7073	0.2521	0.7073	0.8410
1.48	0.9349	560	0.6654	0.4485	0.6654	0.8157
1.48	0.9382	562	0.6887	0.4314	0.6887	0.8299
1.48	0.9416	564	0.7159	0.2334	0.7159	0.8461
1.48	0.9449	566	0.7246	0.1906	0.7246	0.8513
1.48	0.9482	568	0.7700	0.1780	0.7700	0.8775
1.48	0.9516	570	0.8029	0.1806	0.8029	0.8960
1.48	0.9549	572	0.8274	0.1711	0.8274	0.9096
1.48	0.9583	574	0.8426	0.1708	0.8426	0.9179
1.48	0.9616	576	0.8481	0.1792	0.8481	0.9209
1.48	0.9649	578	0.8983	0.1806	0.8983	0.9478
1.48	0.9683	580	0.9609	0.1782	0.9609	0.9802
1.48	0.9716	582	0.9461	0.1834	0.9461	0.9727
1.48	0.9750	584	0.8868	0.1846	0.8868	0.9417
1.48	0.9783	586	0.7823	0.1844	0.7823	0.8845
1.48	0.9816	588	0.7073	0.3060	0.7073	0.8410
1.48	0.9850	590	0.6767	0.4515	0.6767	0.8226
1.48	0.9883	592	0.6825	0.4730	0.6825	0.8262
1.48	0.9917	594	0.7071	0.4773	0.7071	0.8409
1.48	0.9950	596	0.7519	0.4897	0.7519	0.8671
1.48	0.9983	598	0.7566	0.4913	0.7566	0.8698
1.48	1.0017	600	0.6894	0.5001	0.6894	0.8303
1.48	1.0050	602	0.6331	0.4391	0.6331	0.7957
1.48	1.0083	604	0.7455	0.2573	0.7455	0.8634
1.48	1.0117	606	0.8915	0.2012	0.8915	0.9442
1.48	1.0150	608	0.9180	0.2000	0.9180	0.9581
1.48	1.0184	610	0.8835	0.2000	0.8835	0.9399
1.48	1.0217	612	0.7539	0.2471	0.7539	0.8683
1.48	1.0250	614	0.6445	0.3902	0.6445	0.8028
1.48	1.0284	616	0.6354	0.4655	0.6354	0.7971
1.48	1.0317	618	0.6525	0.4785	0.6525	0.8078
1.48	1.0351	620	0.6664	0.4730	0.6664	0.8163
1.48	1.0384	622	0.6840	0.4803	0.6840	0.8270
1.48	1.0417	624	0.6826	0.4689	0.6826	0.8262
1.48	1.0451	626	0.6949	0.4705	0.6949	0.8336
1.48	1.0484	628	0.7155	0.4560	0.7155	0.8459
1.48	1.0518	630	0.7203	0.4612	0.7203	0.8487
1.48	1.0551	632	0.7140	0.4729	0.7140	0.8450
1.48	1.0584	634	0.7069	0.4704	0.7069	0.8408
1.48	1.0618	636	0.7107	0.4683	0.7107	0.8430
1.48	1.0651	638	0.7213	0.4559	0.7213	0.8493
1.48	1.0684	640	0.7582	0.4358	0.7582	0.8707
1.48	1.0718	642	0.7743	0.4275	0.7743	0.8799
1.48	1.0751	644	0.7539	0.4355	0.7539	0.8683
1.48	1.0785	646	0.7401	0.4546	0.7401	0.8603
1.48	1.0818	648	0.7085	0.4676	0.7085	0.8417
1.48	1.0851	650	0.6882	0.4894	0.6882	0.8296
1.48	1.0885	652	0.6876	0.4885	0.6876	0.8292
1.48	1.0918	654	0.6825	0.5050	0.6825	0.8261
1.48	1.0952	656	0.6842	0.4959	0.6842	0.8271
1.48	1.0985	658	0.6688	0.4963	0.6688	0.8178
1.48	1.1018	660	0.6606	0.4920	0.6606	0.8128
1.48	1.1052	662	0.6571	0.4873	0.6571	0.8106
1.48	1.1085	664	0.6591	0.4838	0.6591	0.8119
1.48	1.1119	666	0.6595	0.4855	0.6595	0.8121
1.48	1.1152	668	0.6650	0.5054	0.6650	0.8154
1.48	1.1185	670	0.6751	0.5134	0.6751	0.8216
1.48	1.1219	672	0.6769	0.5085	0.6769	0.8227
1.48	1.1252	674	0.6600	0.5160	0.6600	0.8124
1.48	1.1285	676	0.6699	0.5124	0.6699	0.8185
1.48	1.1319	678	0.6874	0.5143	0.6874	0.8291
1.48	1.1352	680	0.6804	0.5113	0.6804	0.8248
1.48	1.1386	682	0.6766	0.5150	0.6766	0.8225
1.48	1.1419	684	0.6773	0.5190	0.6773	0.8230
1.48	1.1452	686	0.6643	0.5131	0.6643	0.8151
1.48	1.1486	688	0.6247	0.5057	0.6247	0.7904
1.48	1.1519	690	0.6200	0.4771	0.6200	0.7874
1.48	1.1553	692	0.6179	0.4755	0.6179	0.7861
1.48	1.1586	694	0.6138	0.4667	0.6138	0.7835
1.48	1.1619	696	0.6182	0.4631	0.6182	0.7862
1.48	1.1653	698	0.6212	0.4602	0.6212	0.7881
1.48	1.1686	700	0.6697	0.4785	0.6697	0.8184
1.48	1.1720	702	0.7913	0.4959	0.7913	0.8895
1.48	1.1753	704	0.8606	0.5052	0.8606	0.9277
1.48	1.1786	706	0.8943	0.4932	0.8943	0.9457
1.48	1.1820	708	0.8832	0.4931	0.8832	0.9398
1.48	1.1853	710	0.8498	0.4856	0.8498	0.9218
1.48	1.1886	712	0.8226	0.4806	0.8226	0.9070
1.48	1.1920	714	0.7867	0.4795	0.7867	0.8870
1.48	1.1953	716	0.7483	0.4851	0.7483	0.8650
1.48	1.1987	718	0.7366	0.4786	0.7366	0.8583
1.48	1.2020	720	0.7269	0.4746	0.7269	0.8526
1.48	1.2053	722	0.7050	0.4784	0.7050	0.8396
1.48	1.2087	724	0.6862	0.4640	0.6862	0.8283
1.48	1.2120	726	0.6809	0.4636	0.6809	0.8252
1.48	1.2154	728	0.6910	0.4790	0.6910	0.8313
1.48	1.2187	730	0.7082	0.4798	0.7082	0.8415
1.48	1.2220	732	0.7245	0.4793	0.7245	0.8512
1.48	1.2254	734	0.7330	0.4826	0.7330	0.8562
1.48	1.2287	736	0.7376	0.4906	0.7376	0.8589
1.48	1.2321	738	0.7434	0.4838	0.7434	0.8622
1.48	1.2354	740	0.7289	0.4789	0.7289	0.8538
1.48	1.2387	742	0.6992	0.4858	0.6992	0.8362
1.48	1.2421	744	0.6847	0.4673	0.6847	0.8275
1.48	1.2454	746	0.6761	0.4635	0.6761	0.8222
1.48	1.2487	748	0.6809	0.4807	0.6809	0.8251
1.48	1.2521	750	0.6999	0.4908	0.6999	0.8366
1.48	1.2554	752	0.7163	0.4849	0.7163	0.8463
1.48	1.2588	754	0.7166	0.4844	0.7166	0.8465
1.48	1.2621	756	0.7158	0.4881	0.7158	0.8461
1.48	1.2654	758	0.6977	0.4861	0.6977	0.8353
1.48	1.2688	760	0.6897	0.4883	0.6897	0.8305
1.48	1.2721	762	0.6909	0.4946	0.6909	0.8312
1.48	1.2755	764	0.6924	0.4977	0.6924	0.8321
1.48	1.2788	766	0.6949	0.5015	0.6949	0.8336
1.48	1.2821	768	0.6955	0.4911	0.6955	0.8339
1.48	1.2855	770	0.6795	0.5003	0.6795	0.8243
1.48	1.2888	772	0.6526	0.5136	0.6526	0.8078
1.48	1.2922	774	0.6276	0.5064	0.6276	0.7922
1.48	1.2955	776	0.6155	0.5116	0.6155	0.7845
1.48	1.2988	778	0.6290	0.4071	0.6290	0.7931
1.48	1.3022	780	0.6460	0.3682	0.6460	0.8038
1.48	1.3055	782	0.6418	0.4154	0.6418	0.8011
1.48	1.3088	784	0.6438	0.4719	0.6438	0.8024
1.48	1.3122	786	0.6557	0.4776	0.6557	0.8098
1.48	1.3155	788	0.6796	0.4381	0.6796	0.8244
1.48	1.3189	790	0.7202	0.4085	0.7202	0.8486
1.48	1.3222	792	0.7342	0.4086	0.7342	0.8569
1.48	1.3255	794	0.7122	0.4123	0.7122	0.8439
1.48	1.3289	796	0.7230	0.4076	0.7230	0.8503
1.48	1.3322	798	0.7178	0.3882	0.7178	0.8472
1.48	1.3356	800	0.7418	0.3841	0.7418	0.8613
1.48	1.3389	802	0.7568	0.3956	0.7568	0.8699
1.48	1.3422	804	0.7472	0.4014	0.7472	0.8644
1.48	1.3456	806	0.7556	0.4023	0.7556	0.8693
1.48	1.3489	808	0.7559	0.4022	0.7559	0.8694
1.48	1.3523	810	0.7410	0.4007	0.7410	0.8608
1.48	1.3556	812	0.7205	0.4123	0.7205	0.8488
1.48	1.3589	814	0.7006	0.4219	0.7006	0.8370
1.48	1.3623	816	0.7005	0.4348	0.7005	0.8370
1.48	1.3656	818	0.6833	0.4650	0.6833	0.8266
1.48	1.3689	820	0.6753	0.4798	0.6753	0.8218
1.48	1.3723	822	0.6539	0.4956	0.6539	0.8086
1.48	1.3756	824	0.6277	0.4821	0.6277	0.7922
1.48	1.3790	826	0.6192	0.4627	0.6192	0.7869
1.48	1.3823	828	0.6978	0.3317	0.6978	0.8354
1.48	1.3856	830	0.8075	0.2765	0.8075	0.8986
1.48	1.3890	832	0.9226	0.2108	0.9226	0.9605
1.48	1.3923	834	0.9284	0.2201	0.9284	0.9635
1.48	1.3957	836	0.7886	0.2865	0.7886	0.8880
1.48	1.3990	838	0.7006	0.3443	0.7006	0.8370
1.48	1.4023	840	0.6200	0.4224	0.6200	0.7874
1.48	1.4057	842	0.6142	0.4925	0.6142	0.7837
1.48	1.4090	844	0.6687	0.4983	0.6687	0.8177
1.48	1.4124	846	0.7221	0.4792	0.7221	0.8498
1.48	1.4157	848	0.7714	0.4707	0.7714	0.8783
1.48	1.4190	850	0.7551	0.4620	0.7551	0.8690
1.48	1.4224	852	0.7217	0.4666	0.7217	0.8495
1.48	1.4257	854	0.6905	0.4785	0.6905	0.8310
1.48	1.4290	856	0.6635	0.5003	0.6635	0.8146
1.48	1.4324	858	0.6287	0.4927	0.6287	0.7929
1.48	1.4357	860	0.6075	0.5176	0.6075	0.7794
1.48	1.4391	862	0.6075	0.5222	0.6075	0.7794
1.48	1.4424	864	0.6043	0.5126	0.6043	0.7774
1.48	1.4457	866	0.6006	0.4867	0.6006	0.7750
1.48	1.4491	868	0.6085	0.4215	0.6085	0.7800
1.48	1.4524	870	0.6151	0.4005	0.6151	0.7843
1.48	1.4558	872	0.5998	0.4330	0.5998	0.7744
1.48	1.4591	874	0.6003	0.4862	0.6003	0.7748
1.48	1.4624	876	0.6250	0.5045	0.6250	0.7906
1.48	1.4658	878	0.6670	0.5075	0.6670	0.8167
1.48	1.4691	880	0.7069	0.4970	0.7069	0.8408
1.48	1.4725	882	0.7148	0.5006	0.7148	0.8454
1.48	1.4758	884	0.7010	0.5047	0.7010	0.8373
1.48	1.4791	886	0.7032	0.4999	0.7032	0.8385
1.48	1.4825	888	0.7501	0.5020	0.7501	0.8661
1.48	1.4858	890	0.7853	0.4906	0.7853	0.8862
1.48	1.4891	892	0.8003	0.4871	0.8003	0.8946
1.48	1.4925	894	0.7892	0.4955	0.7892	0.8884
1.48	1.4958	896	0.7548	0.4998	0.7548	0.8688
1.48	1.4992	898	0.6962	0.4813	0.6962	0.8344
1.48	1.5025	900	0.6388	0.4864	0.6388	0.7992
1.48	1.5058	902	0.6248	0.4618	0.6248	0.7904
1.48	1.5092	904	0.6276	0.4390	0.6276	0.7922
1.48	1.5125	906	0.6114	0.4409	0.6114	0.7819
1.48	1.5159	908	0.6024	0.4667	0.6024	0.7762
1.48	1.5192	910	0.6293	0.5155	0.6293	0.7933
1.48	1.5225	912	0.6492	0.5224	0.6492	0.8057
1.48	1.5259	914	0.6591	0.5248	0.6591	0.8118
1.48	1.5292	916	0.6440	0.5272	0.6440	0.8025
1.48	1.5326	918	0.6196	0.5229	0.6196	0.7872
1.48	1.5359	920	0.5840	0.4825	0.5840	0.7642
1.48	1.5392	922	0.5765	0.4348	0.5765	0.7593
1.48	1.5426	924	0.5700	0.4533	0.5700	0.7550
1.48	1.5459	926	0.5692	0.4960	0.5692	0.7544
1.48	1.5492	928	0.6145	0.5232	0.6145	0.7839
1.48	1.5526	930	0.6424	0.5324	0.6424	0.8015
1.48	1.5559	932	0.6659	0.5296	0.6659	0.8160
1.48	1.5593	934	0.6861	0.5159	0.6861	0.8283
1.48	1.5626	936	0.7053	0.5147	0.7053	0.8398
1.48	1.5659	938	0.7210	0.5168	0.7210	0.8491
1.48	1.5693	940	0.7270	0.5156	0.7270	0.8526
1.48	1.5726	942	0.7646	0.5163	0.7646	0.8744
1.48	1.5760	944	0.8042	0.5167	0.8042	0.8968
1.48	1.5793	946	0.8251	0.5148	0.8251	0.9083
1.48	1.5826	948	0.8659	0.5156	0.8659	0.9305
1.48	1.5860	950	0.8620	0.5198	0.8620	0.9284
1.48	1.5893	952	0.7608	0.5210	0.7608	0.8722
1.48	1.5927	954	0.6574	0.5160	0.6574	0.8108
1.48	1.5960	956	0.6130	0.4950	0.6130	0.7829
1.48	1.5993	958	0.6189	0.4729	0.6189	0.7867
1.48	1.6027	960	0.6674	0.3933	0.6674	0.8170
1.48	1.6060	962	0.7613	0.3142	0.7613	0.8725
1.48	1.6093	964	0.7881	0.3000	0.7881	0.8877
1.48	1.6127	966	0.8129	0.2816	0.8129	0.9016
1.48	1.6160	968	0.7614	0.3054	0.7614	0.8726
1.48	1.6194	970	0.7273	0.3179	0.7273	0.8528
1.48	1.6227	972	0.6908	0.3482	0.6908	0.8312
1.48	1.6260	974	0.6650	0.3741	0.6650	0.8155
1.48	1.6294	976	0.6471	0.3959	0.6471	0.8044
1.48	1.6327	978	0.6306	0.4234	0.6306	0.7941
1.48	1.6361	980	0.6043	0.4513	0.6043	0.7774
1.48	1.6394	982	0.5899	0.4634	0.5899	0.7681
1.48	1.6427	984	0.5883	0.4709	0.5883	0.7670
1.48	1.6461	986	0.5976	0.4678	0.5976	0.7731
1.48	1.6494	988	0.6097	0.4443	0.6097	0.7808
1.48	1.6528	990	0.5977	0.4752	0.5977	0.7731
1.48	1.6561	992	0.5970	0.5088	0.5970	0.7726
1.48	1.6594	994	0.5996	0.5314	0.5996	0.7743
1.48	1.6628	996	0.6036	0.5282	0.6036	0.7769
1.48	1.6661	998	0.5850	0.5341	0.5850	0.7648
1.3326	1.6694	1000	0.5646	0.5327	0.5646	0.7514
1.3326	1.6728	1002	0.5474	0.5270	0.5474	0.7399
1.3326	1.6761	1004	0.5409	0.5174	0.5409	0.7355
1.3326	1.6795	1006	0.5379	0.5117	0.5379	0.7334
1.3326	1.6828	1008	0.5423	0.5106	0.5423	0.7364
1.3326	1.6861	1010	0.5532	0.5333	0.5532	0.7438
1.3326	1.6895	1012	0.5715	0.5419	0.5715	0.7559
1.3326	1.6928	1014	0.5785	0.5198	0.5785	0.7606
1.3326	1.6962	1016	0.5968	0.5210	0.5968	0.7725
1.3326	1.6995	1018	0.6332	0.5272	0.6332	0.7957
1.3326	1.7028	1020	0.7039	0.5183	0.7039	0.8390
1.3326	1.7062	1022	0.7528	0.5241	0.7528	0.8676

Framework versions

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