DREsS_FineTuningBERT_AugAlpha100_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: 0.5808
• Qwk: 0.3487
• Mse: 0.6616
• Rmse: 0.8134

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	0.0041	2	8.0714	0.0	7.0960	2.6638
No log	0.0082	4	6.0392	0.0	7.0960	2.6638
No log	0.0124	6	4.6765	0.0340	3.4444	1.8559
No log	0.0165	8	3.6667	0.0	3.0556	1.7480
No log	0.0206	10	2.9576	0.0	3.0556	1.7480
No log	0.0247	12	2.1942	0.0	3.0556	1.7480
No log	0.0289	14	1.7457	0.1038	1.1869	1.0894
No log	0.0330	16	1.4055	0.0	1.0152	1.0075
No log	0.0371	18	1.0350	0.0	1.0152	1.0075
No log	0.0412	20	0.8550	0.0	1.0152	1.0075
No log	0.0454	22	0.7883	0.0	1.0152	1.0075
No log	0.0495	24	0.7839	0.0116	0.9949	0.9975
No log	0.0536	26	0.7620	0.0852	0.8939	0.9455
No log	0.0577	28	0.7688	0.0837	0.9192	0.9587
No log	0.0619	30	0.9289	0.0	1.0152	1.0075
No log	0.0660	32	0.9173	0.0	1.0152	1.0075
No log	0.0701	34	0.7689	0.1149	0.8889	0.9428
No log	0.0742	36	0.7702	0.0058	0.9697	0.9847
No log	0.0784	38	0.8149	0.0036	1.0101	1.0050
No log	0.0825	40	0.7838	0.0251	0.9848	0.9924
No log	0.0866	42	0.7719	0.0469	0.9596	0.9796
No log	0.0907	44	0.7827	-0.0176	1.0303	1.0150
No log	0.0948	46	0.8513	0.0	1.0152	1.0075
No log	0.0990	48	0.8663	0.0	1.0152	1.0075
No log	0.1031	50	0.8039	0.0	1.0152	1.0075
No log	0.1072	52	0.7817	0.0411	0.9697	0.9847
No log	0.1113	54	0.7784	0.0436	0.9646	0.9822
No log	0.1155	56	0.9145	0.0	1.0152	1.0075
No log	0.1196	58	0.8770	0.0	1.0152	1.0075
No log	0.1237	60	0.7679	0.0637	0.9141	0.9561
No log	0.1278	62	0.7821	0.0058	0.9697	0.9847
No log	0.1320	64	0.7925	-0.0017	1.0101	1.0050
No log	0.1361	66	0.8435	0.0	1.0152	1.0075
No log	0.1402	68	0.9959	0.0	1.0152	1.0075
No log	0.1443	70	0.9454	0.0	1.0152	1.0075
No log	0.1485	72	0.8042	0.0048	1.0101	1.0050
No log	0.1526	74	0.7705	0.1239	0.8788	0.9374
No log	0.1567	76	0.7708	0.0171	0.9949	0.9975
No log	0.1608	78	0.8377	0.0	1.0152	1.0075
No log	0.1649	80	0.8812	0.0	1.0152	1.0075
No log	0.1691	82	0.8056	0.0	1.0152	1.0075
No log	0.1732	84	0.7672	0.0903	0.9192	0.9587
No log	0.1773	86	0.7523	0.0848	0.8990	0.9482
No log	0.1814	88	0.7417	0.1687	0.8232	0.9073
No log	0.1856	90	0.7490	0.1999	0.8030	0.8961
No log	0.1897	92	0.8004	0.0323	0.9798	0.9898
No log	0.1938	94	0.7235	0.1771	0.8232	0.9073
No log	0.1979	96	0.7289	0.1660	0.8182	0.9045
No log	0.2021	98	0.7511	0.1131	0.8687	0.9320
No log	0.2062	100	0.7042	0.1715	0.8182	0.9045
No log	0.2103	102	0.7791	0.1289	0.8788	0.9374
No log	0.2144	104	0.7377	0.2158	0.7879	0.8876
No log	0.2186	106	0.7093	0.1423	0.8434	0.9184
No log	0.2227	108	0.7499	0.1062	0.8737	0.9347
No log	0.2268	110	0.7137	0.1717	0.8131	0.9017
No log	0.2309	112	0.7089	0.1908	0.8081	0.8989
No log	0.2351	114	0.7138	0.2058	0.7929	0.8905
No log	0.2392	116	0.6921	0.1603	0.8283	0.9101
No log	0.2433	118	0.7540	0.1547	0.8283	0.9101
No log	0.2474	120	0.7689	0.1387	0.8434	0.9184
No log	0.2515	122	0.7049	0.1741	0.8131	0.9017
No log	0.2557	124	0.7022	0.1695	0.8182	0.9045
No log	0.2598	126	0.7212	0.1940	0.7929	0.8905
No log	0.2639	128	0.7109	0.1963	0.7929	0.8905
No log	0.2680	130	0.7119	0.2065	0.7828	0.8848
No log	0.2722	132	0.7447	0.1462	0.8384	0.9156
No log	0.2763	134	0.7690	0.1707	0.8131	0.9017
No log	0.2804	136	0.7394	0.1727	0.8131	0.9017
No log	0.2845	138	0.7287	0.1724	0.8131	0.9017
No log	0.2887	140	0.7028	0.1923	0.7980	0.8933
No log	0.2928	142	0.7027	0.1943	0.7980	0.8933
No log	0.2969	144	0.7090	0.1953	0.7929	0.8905
No log	0.3010	146	0.7105	0.2006	0.7879	0.8876
No log	0.3052	148	0.7029	0.1739	0.8182	0.9045
No log	0.3093	150	0.7109	0.1676	0.8232	0.9073
No log	0.3134	152	0.7496	0.1582	0.8283	0.9101
No log	0.3175	154	0.7317	0.1603	0.8283	0.9101
No log	0.3216	156	0.7752	0.1518	0.8333	0.9129
No log	0.3258	158	0.7520	0.1734	0.8131	0.9017
No log	0.3299	160	0.7085	0.1986	0.7929	0.8905
No log	0.3340	162	0.6952	0.2181	0.7727	0.8790
No log	0.3381	164	0.7005	0.1956	0.7929	0.8905
No log	0.3423	166	0.6897	0.2283	0.7626	0.8733
No log	0.3464	168	0.7192	0.1568	0.8283	0.9101
No log	0.3505	170	0.6910	0.2469	0.7424	0.8616
No log	0.3546	172	0.6708	0.2361	0.7576	0.8704
No log	0.3588	174	0.6890	0.2248	0.7727	0.8790
No log	0.3629	176	0.6567	0.2286	0.7626	0.8733
No log	0.3670	178	0.7799	0.1472	0.8384	0.9156
No log	0.3711	180	0.7936	0.0924	0.8939	0.9455
No log	0.3753	182	0.6682	0.2369	0.7525	0.8675
No log	0.3794	184	0.6620	0.2744	0.7172	0.8469
No log	0.3835	186	0.6713	0.2316	0.7576	0.8704
No log	0.3876	188	0.6840	0.2565	0.7323	0.8558
No log	0.3918	190	0.6729	0.2366	0.7525	0.8675
No log	0.3959	192	0.6629	0.2528	0.7374	0.8587
No log	0.4	194	0.6741	0.2204	0.7677	0.8762
No log	0.4041	196	0.6954	0.1876	0.7980	0.8933
No log	0.4082	198	0.6601	0.2211	0.7677	0.8762
No log	0.4124	200	0.6553	0.2211	0.7677	0.8762
No log	0.4165	202	0.6559	0.2105	0.7778	0.8819
No log	0.4206	204	0.6373	0.2788	0.7121	0.8439
No log	0.4247	206	0.6366	0.2366	0.7525	0.8675
No log	0.4289	208	0.6539	0.2251	0.7626	0.8733
No log	0.4330	210	0.6503	0.2248	0.7626	0.8733
No log	0.4371	212	0.6393	0.2717	0.7172	0.8469
No log	0.4412	214	0.6309	0.3137	0.6818	0.8257
No log	0.4454	216	0.6594	0.3311	0.6869	0.8288
No log	0.4495	218	0.6415	0.2788	0.7121	0.8439
No log	0.4536	220	0.6858	0.2244	0.7626	0.8733
No log	0.4577	222	0.6685	0.2542	0.7424	0.8616
No log	0.4619	224	0.6676	0.2568	0.7323	0.8558
No log	0.4660	226	0.6504	0.2528	0.7374	0.8587
No log	0.4701	228	0.6640	0.2568	0.7323	0.8558
No log	0.4742	230	0.6534	0.2521	0.7374	0.8587
No log	0.4784	232	0.6779	0.2612	0.7273	0.8528
No log	0.4825	234	0.6562	0.2565	0.7323	0.8558
No log	0.4866	236	0.6370	0.2771	0.7172	0.8469
No log	0.4907	238	0.6359	0.2917	0.7020	0.8379
No log	0.4948	240	0.6358	0.2540	0.7374	0.8587
No log	0.4990	242	0.6562	0.2406	0.7475	0.8646
No log	0.5031	244	0.6317	0.2224	0.7677	0.8762
No log	0.5072	246	0.6452	0.2868	0.7121	0.8439
No log	0.5113	248	0.6504	0.2671	0.7323	0.8558
No log	0.5155	250	0.6297	0.2583	0.7323	0.8558
No log	0.5196	252	0.7407	0.2537	0.7323	0.8558
No log	0.5237	254	0.7310	0.2537	0.7323	0.8558
No log	0.5278	256	0.6301	0.2692	0.7222	0.8498
No log	0.5320	258	0.6314	0.2469	0.7475	0.8646
No log	0.5361	260	0.6351	0.2531	0.7374	0.8587
No log	0.5402	262	0.6411	0.2577	0.7323	0.8558
No log	0.5443	264	0.6808	0.2605	0.7273	0.8528
No log	0.5485	266	0.6748	0.2919	0.6970	0.8348
No log	0.5526	268	0.6464	0.2379	0.7525	0.8675
No log	0.5567	270	0.6423	0.2586	0.7323	0.8558
No log	0.5608	272	0.7270	0.2549	0.7323	0.8558
No log	0.5649	274	0.7460	0.2334	0.7525	0.8675
No log	0.5691	276	0.6852	0.2687	0.7273	0.8528
No log	0.5732	278	0.6424	0.2760	0.7222	0.8498
No log	0.5773	280	0.6336	0.2783	0.7222	0.8498
No log	0.5814	282	0.6351	0.2586	0.7323	0.8558
No log	0.5856	284	0.6436	0.2422	0.7475	0.8646
No log	0.5897	286	0.6393	0.2487	0.7424	0.8616
No log	0.5938	288	0.6396	0.2332	0.7576	0.8704
No log	0.5979	290	0.6439	0.2286	0.7626	0.8733
No log	0.6021	292	0.6677	0.2515	0.7374	0.8587
No log	0.6062	294	0.6884	0.2201	0.7677	0.8762
No log	0.6103	296	0.6553	0.2398	0.7525	0.8675
No log	0.6144	298	0.6560	0.2095	0.7828	0.8848
No log	0.6186	300	0.6589	0.2157	0.7778	0.8819
No log	0.6227	302	0.6677	0.2329	0.7576	0.8704
No log	0.6268	304	0.6932	0.2568	0.7323	0.8558
No log	0.6309	306	0.7612	0.2241	0.7626	0.8733
No log	0.6351	308	0.6999	0.2453	0.7424	0.8616
No log	0.6392	310	0.6530	0.2283	0.7626	0.8733
No log	0.6433	312	0.6658	0.2752	0.7222	0.8498
No log	0.6474	314	0.6554	0.2226	0.7727	0.8790
No log	0.6515	316	0.6778	0.2465	0.7424	0.8616
No log	0.6557	318	0.7873	0.2185	0.7677	0.8762
No log	0.6598	320	0.8050	0.2009	0.7828	0.8848
No log	0.6639	322	0.6973	0.2241	0.7626	0.8733
No log	0.6680	324	0.6286	0.2710	0.7222	0.8498
No log	0.6722	326	0.6312	0.3143	0.6818	0.8257
No log	0.6763	328	0.6298	0.2586	0.7323	0.8558
No log	0.6804	330	0.6624	0.2608	0.7273	0.8528
No log	0.6845	332	0.6459	0.2820	0.7071	0.8409
No log	0.6887	334	0.6440	0.2820	0.7071	0.8409
No log	0.6928	336	0.6331	0.2534	0.7374	0.8587
No log	0.6969	338	0.6517	0.2773	0.7121	0.8439
No log	0.7010	340	0.6598	0.2717	0.7172	0.8469
No log	0.7052	342	0.6509	0.2621	0.7273	0.8528
No log	0.7093	344	0.6384	0.2095	0.7828	0.8848
No log	0.7134	346	0.6439	0.2490	0.7424	0.8616
No log	0.7175	348	0.6681	0.2565	0.7323	0.8558
No log	0.7216	350	0.7296	0.2484	0.7374	0.8587
No log	0.7258	352	0.6884	0.2605	0.7273	0.8528
No log	0.7299	354	0.6578	0.2214	0.7677	0.8762
No log	0.7340	356	0.6620	0.2413	0.7475	0.8646
No log	0.7381	358	0.6888	0.2503	0.7374	0.8587
No log	0.7423	360	0.6469	0.2577	0.7323	0.8558
No log	0.7464	362	0.6278	0.2206	0.7727	0.8790
No log	0.7505	364	0.6245	0.2839	0.7323	0.8558
No log	0.7546	366	0.6483	0.2723	0.7172	0.8469
No log	0.7588	368	0.7401	0.2225	0.7626	0.8733
No log	0.7629	370	0.7575	0.1963	0.7879	0.8876
No log	0.7670	372	0.6622	0.2714	0.7172	0.8469
No log	0.7711	374	0.6049	0.2864	0.7071	0.8409
No log	0.7753	376	0.6064	0.3077	0.6869	0.8288
No log	0.7794	378	0.6245	0.2881	0.7020	0.8379
No log	0.7835	380	0.6655	0.2493	0.7374	0.8587
No log	0.7876	382	0.6512	0.2599	0.7273	0.8528
No log	0.7918	384	0.5982	0.3470	0.6465	0.8040
No log	0.7959	386	0.6577	0.2771	0.7323	0.8558
No log	0.8	388	0.6628	0.2817	0.7424	0.8616
No log	0.8041	390	0.6039	0.3503	0.6465	0.8040
No log	0.8082	392	0.6480	0.2699	0.7172	0.8469
No log	0.8124	394	0.7234	0.2219	0.7626	0.8733
No log	0.8165	396	0.6837	0.2381	0.7475	0.8646
No log	0.8206	398	0.6070	0.2890	0.7020	0.8379
No log	0.8247	400	0.6200	0.3223	0.6768	0.8227
No log	0.8289	402	0.6251	0.3078	0.6919	0.8318
No log	0.8330	404	0.6023	0.3525	0.6414	0.8009
No log	0.8371	406	0.6548	0.2802	0.7071	0.8409
No log	0.8412	408	0.7012	0.2328	0.7525	0.8675
No log	0.8454	410	0.6586	0.2805	0.7071	0.8409
No log	0.8495	412	0.6176	0.2914	0.7020	0.8379
No log	0.8536	414	0.6740	0.2825	0.7273	0.8528
No log	0.8577	416	0.6573	0.2950	0.7121	0.8439
No log	0.8619	418	0.6289	0.2902	0.7020	0.8379
No log	0.8660	420	0.6973	0.2649	0.7222	0.8498
No log	0.8701	422	0.7154	0.2338	0.7525	0.8675
No log	0.8742	424	0.6626	0.2621	0.7273	0.8528
No log	0.8784	426	0.6613	0.2407	0.7576	0.8704
No log	0.8825	428	0.6692	0.2264	0.7626	0.8733
No log	0.8866	430	0.6709	0.2363	0.7525	0.8675
No log	0.8907	432	0.6470	0.2531	0.7374	0.8587
No log	0.8948	434	0.6354	0.2925	0.7020	0.8379
No log	0.8990	436	0.6327	0.3039	0.6919	0.8318
No log	0.9031	438	0.6281	0.2993	0.6919	0.8318
No log	0.9072	440	0.6525	0.2655	0.7222	0.8498
No log	0.9113	442	0.6225	0.2680	0.7222	0.8498
No log	0.9155	444	0.6030	0.3635	0.6313	0.7946
No log	0.9196	446	0.6406	0.2983	0.7020	0.8379
No log	0.9237	448	0.6228	0.2925	0.7071	0.8409
No log	0.9278	450	0.5989	0.3468	0.6465	0.8040
No log	0.9320	452	0.6102	0.3145	0.6768	0.8227
No log	0.9361	454	0.5935	0.3630	0.6313	0.7946
No log	0.9402	456	0.6176	0.2922	0.7071	0.8409
No log	0.9443	458	0.6021	0.2856	0.7121	0.8439
No log	0.9485	460	0.6065	0.3095	0.6818	0.8257
No log	0.9526	462	0.6307	0.2509	0.7374	0.8587
No log	0.9567	464	0.6046	0.3614	0.6313	0.7946
No log	0.9608	466	0.6001	0.3834	0.6111	0.7817
No log	0.9649	468	0.6031	0.3884	0.6061	0.7785
No log	0.9691	470	0.6048	0.3685	0.6263	0.7914
No log	0.9732	472	0.6131	0.3089	0.6818	0.8257
No log	0.9773	474	0.6365	0.2673	0.7222	0.8498
No log	0.9814	476	0.6333	0.3089	0.6818	0.8257
No log	0.9856	478	0.6199	0.3410	0.6515	0.8072
No log	0.9897	480	0.6176	0.3220	0.6717	0.8196
No log	0.9938	482	0.6194	0.3159	0.6768	0.8227
No log	0.9979	484	0.6199	0.3065	0.6869	0.8288
No log	1.0021	486	0.6512	0.2773	0.7121	0.8439
No log	1.0062	488	0.7169	0.2596	0.7273	0.8528
No log	1.0103	490	0.6767	0.2553	0.7323	0.8558
No log	1.0144	492	0.6309	0.3326	0.6667	0.8165
No log	1.0186	494	0.6303	0.3492	0.6515	0.8072
No log	1.0227	496	0.6589	0.2904	0.7071	0.8409
No log	1.0268	498	0.7968	0.2454	0.7778	0.8819
0.3703	1.0309	500	0.7868	0.2307	0.7778	0.8819
0.3703	1.0351	502	0.6711	0.2736	0.7222	0.8498
0.3703	1.0392	504	0.6421	0.3211	0.6768	0.8227
0.3703	1.0433	506	0.6367	0.3208	0.6768	0.8227
0.3703	1.0474	508	0.6194	0.3141	0.6919	0.8318
0.3703	1.0515	510	0.6201	0.3139	0.6919	0.8318
0.3703	1.0557	512	0.6504	0.2945	0.7020	0.8379
0.3703	1.0598	514	0.6536	0.2788	0.7172	0.8469
0.3703	1.0639	516	0.6133	0.3435	0.6768	0.8227
0.3703	1.0680	518	0.6203	0.3417	0.6869	0.8288
0.3703	1.0722	520	0.6158	0.3645	0.6414	0.8009
0.3703	1.0763	522	0.6755	0.1976	0.7879	0.8876
0.3703	1.0804	524	0.6528	0.2549	0.7323	0.8558
0.3703	1.0845	526	0.6107	0.3059	0.6869	0.8288
0.3703	1.0887	528	0.6543	0.3026	0.7121	0.8439
0.3703	1.0928	530	0.6431	0.2896	0.7172	0.8469
0.3703	1.0969	532	0.6188	0.2841	0.7071	0.8409
0.3703	1.1010	534	0.6747	0.2540	0.7323	0.8558
0.3703	1.1052	536	0.6660	0.2905	0.6970	0.8348
0.3703	1.1093	538	0.6225	0.2633	0.7273	0.8528
0.3703	1.1134	540	0.6216	0.2388	0.7525	0.8675
0.3703	1.1175	542	0.6370	0.2680	0.7222	0.8498
0.3703	1.1216	544	0.6856	0.2500	0.7374	0.8587
0.3703	1.1258	546	0.6644	0.2506	0.7374	0.8587
0.3703	1.1299	548	0.6235	0.2431	0.7475	0.8646
0.3703	1.1340	550	0.6179	0.2756	0.7172	0.8469
0.3703	1.1381	552	0.6256	0.2320	0.7576	0.8704
0.3703	1.1423	554	0.6493	0.2512	0.7374	0.8587
0.3703	1.1464	556	0.6287	0.2881	0.7020	0.8379
0.3703	1.1505	558	0.6136	0.2861	0.7071	0.8409
0.3703	1.1546	560	0.6154	0.2864	0.7071	0.8409
0.3703	1.1588	562	0.6386	0.2624	0.7273	0.8528
0.3703	1.1629	564	0.6916	0.2605	0.7273	0.8528
0.3703	1.1670	566	0.6799	0.2711	0.7172	0.8469
0.3703	1.1711	568	0.6196	0.3121	0.6869	0.8288
0.3703	1.1753	570	0.6179	0.3112	0.6970	0.8348
0.3703	1.1794	572	0.6141	0.3130	0.6869	0.8288
0.3703	1.1835	574	0.6466	0.2667	0.7222	0.8498
0.3703	1.1876	576	0.6568	0.2559	0.7323	0.8558
0.3703	1.1918	578	0.6226	0.2987	0.6919	0.8318
0.3703	1.1959	580	0.6055	0.3083	0.6919	0.8318
0.3703	1.2	582	0.6078	0.3400	0.6616	0.8134
0.3703	1.2041	584	0.6038	0.3004	0.6919	0.8318
0.3703	1.2082	586	0.6264	0.3034	0.6869	0.8288
0.3703	1.2124	588	0.6481	0.3081	0.6818	0.8257
0.3703	1.2165	590	0.6235	0.2916	0.7071	0.8409
0.3703	1.2206	592	0.6231	0.2425	0.7576	0.8704
0.3703	1.2247	594	0.6491	0.2627	0.7273	0.8528
0.3703	1.2289	596	0.7258	0.2838	0.7323	0.8558
0.3703	1.2330	598	0.7215	0.2651	0.7374	0.8587
0.3703	1.2371	600	0.6654	0.2621	0.7273	0.8528
0.3703	1.2412	602	0.6480	0.2540	0.7374	0.8587
0.3703	1.2454	604	0.6639	0.2521	0.7374	0.8587
0.3703	1.2495	606	0.6689	0.2723	0.7172	0.8469
0.3703	1.2536	608	0.6458	0.2431	0.7475	0.8646
0.3703	1.2577	610	0.6374	0.2624	0.7374	0.8587
0.3703	1.2619	612	0.6515	0.2577	0.7323	0.8558
0.3703	1.2660	614	0.6629	0.2670	0.7222	0.8498
0.3703	1.2701	616	0.6914	0.2294	0.7576	0.8704
0.3703	1.2742	618	0.6554	0.2820	0.7071	0.8409
0.3703	1.2784	620	0.6324	0.2780	0.7222	0.8498
0.3703	1.2825	622	0.6350	0.2756	0.7172	0.8469
0.3703	1.2866	624	0.6347	0.2849	0.7071	0.8409
0.3703	1.2907	626	0.6339	0.2794	0.7121	0.8439
0.3703	1.2948	628	0.6288	0.3112	0.6818	0.8257
0.3703	1.2990	630	0.6235	0.3026	0.6970	0.8348
0.3703	1.3031	632	0.6446	0.2714	0.7172	0.8469
0.3703	1.3072	634	0.6529	0.2764	0.7121	0.8439
0.3703	1.3113	636	0.6189	0.3017	0.6970	0.8348
0.3703	1.3155	638	0.6164	0.2979	0.7020	0.8379
0.3703	1.3196	640	0.6418	0.2806	0.7172	0.8469
0.3703	1.3237	642	0.6315	0.3066	0.6919	0.8318
0.3703	1.3278	644	0.6175	0.3124	0.6869	0.8288
0.3703	1.3320	646	0.6103	0.2936	0.7071	0.8409
0.3703	1.3361	648	0.6329	0.2943	0.6970	0.8348
0.3703	1.3402	650	0.6398	0.3086	0.6818	0.8257
0.3703	1.3443	652	0.6043	0.2917	0.7020	0.8379
0.3703	1.3485	654	0.6456	0.2896	0.7172	0.8469
0.3703	1.3526	656	0.6290	0.2885	0.7172	0.8469
0.3703	1.3567	658	0.6056	0.3007	0.6919	0.8318
0.3703	1.3608	660	0.6661	0.2450	0.7424	0.8616
0.3703	1.3649	662	0.6503	0.2453	0.7424	0.8616
0.3703	1.3691	664	0.6055	0.2943	0.6970	0.8348
0.3703	1.3732	666	0.6013	0.2838	0.7172	0.8469
0.3703	1.3773	668	0.6078	0.3425	0.6566	0.8103
0.3703	1.3814	670	0.6103	0.2982	0.7020	0.8379
0.3703	1.3856	672	0.6258	0.2615	0.7374	0.8587
0.3703	1.3897	674	0.6628	0.2821	0.7222	0.8498
0.3703	1.3938	676	0.6669	0.2545	0.7424	0.8616
0.3703	1.3979	678	0.6337	0.2523	0.7475	0.8646
0.3703	1.4021	680	0.6239	0.2969	0.6970	0.8348
0.3703	1.4062	682	0.6223	0.2794	0.7121	0.8439
0.3703	1.4103	684	0.6385	0.2649	0.7323	0.8558
0.3703	1.4144	686	0.6723	0.2660	0.7374	0.8587
0.3703	1.4186	688	0.6253	0.2937	0.6970	0.8348
0.3703	1.4227	690	0.5990	0.3253	0.6768	0.8227
0.3703	1.4268	692	0.6101	0.2916	0.7121	0.8439
0.3703	1.4309	694	0.5948	0.3550	0.6465	0.8040
0.3703	1.4351	696	0.6400	0.2353	0.7525	0.8675
0.3703	1.4392	698	0.6779	0.2745	0.7273	0.8528
0.3703	1.4433	700	0.6207	0.2723	0.7172	0.8469
0.3703	1.4474	702	0.5888	0.3867	0.6212	0.7882
0.3703	1.4515	704	0.5948	0.3532	0.6566	0.8103
0.3703	1.4557	706	0.5884	0.3650	0.6364	0.7977
0.3703	1.4598	708	0.6069	0.3136	0.6768	0.8227
0.3703	1.4639	710	0.6060	0.2878	0.7020	0.8379
0.3703	1.4680	712	0.5880	0.3699	0.6313	0.7946
0.3703	1.4722	714	0.6108	0.2949	0.7172	0.8469
0.3703	1.4763	716	0.5928	0.3187	0.6768	0.8227
0.3703	1.4804	718	0.6219	0.2919	0.6970	0.8348
0.3703	1.4845	720	0.6565	0.3163	0.6717	0.8196
0.3703	1.4887	722	0.6159	0.2972	0.6919	0.8318
0.3703	1.4928	724	0.5929	0.3010	0.6919	0.8318
0.3703	1.4969	726	0.6028	0.3047	0.6919	0.8318
0.3703	1.5010	728	0.5962	0.2983	0.6970	0.8348
0.3703	1.5052	730	0.6086	0.3031	0.6869	0.8288
0.3703	1.5093	732	0.6219	0.2978	0.6919	0.8318
0.3703	1.5134	734	0.5985	0.3410	0.6515	0.8072
0.3703	1.5175	736	0.6136	0.2697	0.7424	0.8616
0.3703	1.5216	738	0.6092	0.2984	0.7121	0.8439
0.3703	1.5258	740	0.6042	0.3452	0.6616	0.8134
0.3703	1.5299	742	0.6227	0.3214	0.6768	0.8227
0.3703	1.5340	744	0.6210	0.3390	0.6667	0.8165
0.3703	1.5381	746	0.6188	0.2970	0.7273	0.8528
0.3703	1.5423	748	0.6346	0.2547	0.7727	0.8790
0.3703	1.5464	750	0.6181	0.3458	0.6616	0.8134
0.3703	1.5505	752	0.6412	0.2838	0.7071	0.8409
0.3703	1.5546	754	0.6261	0.3132	0.6869	0.8288
0.3703	1.5588	756	0.6237	0.3112	0.6970	0.8348
0.3703	1.5629	758	0.6296	0.2800	0.7121	0.8439
0.3703	1.5670	760	0.6784	0.3266	0.6768	0.8227
0.3703	1.5711	762	0.6669	0.3186	0.6717	0.8196
0.3703	1.5753	764	0.6195	0.2852	0.7071	0.8409
0.3703	1.5794	766	0.6229	0.2873	0.7222	0.8498
0.3703	1.5835	768	0.6204	0.2873	0.7222	0.8498
0.3703	1.5876	770	0.6100	0.3350	0.6717	0.8196
0.3703	1.5918	772	0.6336	0.2984	0.6919	0.8318
0.3703	1.5959	774	0.6367	0.2670	0.7222	0.8498
0.3703	1.6	776	0.6077	0.3170	0.6818	0.8257
0.3703	1.6041	778	0.6023	0.3207	0.6869	0.8288
0.3703	1.6082	780	0.6042	0.3323	0.6667	0.8165
0.3703	1.6124	782	0.6342	0.2764	0.7121	0.8439
0.3703	1.6165	784	0.6204	0.2873	0.7020	0.8379
0.3703	1.6206	786	0.5934	0.3384	0.6616	0.8134
0.3703	1.6247	788	0.6127	0.3062	0.7273	0.8528
0.3703	1.6289	790	0.6047	0.3049	0.7273	0.8528
0.3703	1.6330	792	0.5883	0.3504	0.6566	0.8103
0.3703	1.6371	794	0.6181	0.3083	0.6818	0.8257
0.3703	1.6412	796	0.6119	0.3344	0.6566	0.8103
0.3703	1.6454	798	0.5853	0.3355	0.6717	0.8196
0.3703	1.6495	800	0.5851	0.3381	0.6768	0.8227
0.3703	1.6536	802	0.5877	0.3568	0.6566	0.8103
0.3703	1.6577	804	0.6205	0.3288	0.6616	0.8134
0.3703	1.6619	806	0.6225	0.3463	0.6515	0.8072
0.3703	1.6660	808	0.5938	0.3373	0.6768	0.8227
0.3703	1.6701	810	0.5945	0.3674	0.6465	0.8040
0.3703	1.6742	812	0.5983	0.3228	0.6768	0.8227
0.3703	1.6784	814	0.5965	0.3332	0.6667	0.8165
0.3703	1.6825	816	0.6128	0.3299	0.6616	0.8134
0.3703	1.6866	818	0.6085	0.3299	0.6616	0.8134
0.3703	1.6907	820	0.5906	0.3672	0.6465	0.8040
0.3703	1.6948	822	0.6101	0.3126	0.7121	0.8439
0.3703	1.6990	824	0.6006	0.3197	0.6970	0.8348
0.3703	1.7031	826	0.6003	0.3357	0.6566	0.8103
0.3703	1.7072	828	0.6408	0.2870	0.7020	0.8379
0.3703	1.7113	830	0.6351	0.2720	0.7172	0.8469
0.3703	1.7155	832	0.5992	0.3583	0.6364	0.7977
0.3703	1.7196	834	0.6103	0.2943	0.7020	0.8379
0.3703	1.7237	836	0.5987	0.3476	0.6465	0.8040
0.3703	1.7278	838	0.6200	0.3089	0.6818	0.8257
0.3703	1.7320	840	0.6043	0.3363	0.6566	0.8103
0.3703	1.7361	842	0.6057	0.3361	0.6667	0.8165
0.3703	1.7402	844	0.6290	0.3258	0.6869	0.8288
0.3703	1.7443	846	0.6070	0.3086	0.7020	0.8379
0.3703	1.7485	848	0.5971	0.3313	0.6616	0.8134
0.3703	1.7526	850	0.6292	0.3310	0.6667	0.8165
0.3703	1.7567	852	0.6034	0.3462	0.6465	0.8040
0.3703	1.7608	854	0.6037	0.3283	0.7172	0.8469
0.3703	1.7649	856	0.6431	0.4012	0.6667	0.8165
0.3703	1.7691	858	0.6053	0.3131	0.7273	0.8528
0.3703	1.7732	860	0.5837	0.3217	0.6717	0.8196
0.3703	1.7773	862	0.6065	0.3509	0.6414	0.8009
0.3703	1.7814	864	0.5987	0.3515	0.6414	0.8009
0.3703	1.7856	866	0.5859	0.3374	0.6566	0.8103
0.3703	1.7897	868	0.5861	0.3377	0.6566	0.8103
0.3703	1.7938	870	0.5842	0.3176	0.6768	0.8227
0.3703	1.7979	872	0.5834	0.3231	0.6717	0.8196
0.3703	1.8021	874	0.5829	0.3360	0.6566	0.8103
0.3703	1.8062	876	0.6044	0.3147	0.6768	0.8227
0.3703	1.8103	878	0.5937	0.3302	0.6616	0.8134
0.3703	1.8144	880	0.5811	0.3332	0.6616	0.8134
0.3703	1.8186	882	0.6058	0.3205	0.6919	0.8318
0.3703	1.8227	884	0.5936	0.3661	0.6313	0.7946
0.3703	1.8268	886	0.5808	0.3525	0.6414	0.8009
0.3703	1.8309	888	0.5848	0.3413	0.6515	0.8072
0.3703	1.8351	890	0.5869	0.3415	0.6515	0.8072
0.3703	1.8392	892	0.5890	0.3394	0.6616	0.8134
0.3703	1.8433	894	0.5916	0.3441	0.6566	0.8103
0.3703	1.8474	896	0.5936	0.3522	0.6616	0.8134
0.3703	1.8515	898	0.5937	0.3703	0.6566	0.8103
0.3703	1.8557	900	0.5966	0.3483	0.6717	0.8196
0.3703	1.8598	902	0.6276	0.2714	0.7323	0.8558
0.3703	1.8639	904	0.6146	0.3083	0.6818	0.8257
0.3703	1.8680	906	0.5951	0.3817	0.6313	0.7946
0.3703	1.8722	908	0.6040	0.3380	0.6919	0.8318
0.3703	1.8763	910	0.6154	0.3234	0.7020	0.8379
0.3703	1.8804	912	0.6046	0.3247	0.6717	0.8196
0.3703	1.8845	914	0.5938	0.3619	0.6313	0.7946
0.3703	1.8887	916	0.5923	0.3462	0.6465	0.8040
0.3703	1.8928	918	0.5913	0.3983	0.5960	0.7720
0.3703	1.8969	920	0.5927	0.3771	0.6162	0.7850
0.3703	1.9010	922	0.5895	0.3517	0.6414	0.8009
0.3703	1.9052	924	0.5927	0.3357	0.6566	0.8103
0.3703	1.9093	926	0.5878	0.3520	0.6414	0.8009
0.3703	1.9134	928	0.5876	0.3392	0.6616	0.8134
0.3703	1.9175	930	0.5884	0.3555	0.6515	0.8072
0.3703	1.9216	932	0.5909	0.3603	0.6616	0.8134
0.3703	1.9258	934	0.6033	0.3379	0.6869	0.8288
0.3703	1.9299	936	0.5891	0.3387	0.6566	0.8103
0.3703	1.9340	938	0.5925	0.3258	0.6667	0.8165
0.3703	1.9381	940	0.5934	0.3206	0.6717	0.8196
0.3703	1.9423	942	0.5923	0.3484	0.6465	0.8040
0.3703	1.9464	944	0.6228	0.3177	0.6818	0.8257
0.3703	1.9505	946	0.6339	0.3234	0.6768	0.8227
0.3703	1.9546	948	0.5976	0.3547	0.6414	0.8009
0.3703	1.9588	950	0.6066	0.3036	0.6869	0.8288
0.3703	1.9629	952	0.6412	0.2893	0.7071	0.8409
0.3703	1.9670	954	0.6137	0.2829	0.7071	0.8409
0.3703	1.9711	956	0.5982	0.3085	0.6869	0.8288
0.3703	1.9753	958	0.6632	0.3612	0.7121	0.8439
0.3703	1.9794	960	0.6501	0.3594	0.7071	0.8409
0.3703	1.9835	962	0.5903	0.2983	0.6970	0.8348
0.3703	1.9876	964	0.6116	0.3125	0.6919	0.8318
0.3703	1.9918	966	0.6244	0.3040	0.7071	0.8409
0.3703	1.9959	968	0.5926	0.3368	0.6566	0.8103
0.3703	2.0	970	0.5888	0.3074	0.6869	0.8288
0.3703	2.0041	972	0.5867	0.3184	0.6768	0.8227
0.3703	2.0082	974	0.5858	0.3123	0.6818	0.8257
0.3703	2.0124	976	0.5846	0.3074	0.6869	0.8288
0.3703	2.0165	978	0.5869	0.3430	0.6566	0.8103
0.3703	2.0206	980	0.5791	0.3437	0.6515	0.8072
0.3703	2.0247	982	0.5819	0.3465	0.6566	0.8103
0.3703	2.0289	984	0.5722	0.3429	0.6515	0.8072
0.3703	2.0330	986	0.5737	0.3575	0.6364	0.7977
0.3703	2.0371	988	0.5687	0.3673	0.6414	0.8009
0.3703	2.0412	990	0.5781	0.3871	0.6414	0.8009
0.3703	2.0454	992	0.5717	0.3656	0.6566	0.8103
0.3703	2.0495	994	0.5701	0.3533	0.6616	0.8134
0.3703	2.0536	996	0.5710	0.3442	0.6717	0.8196
0.3703	2.0577	998	0.5742	0.3433	0.6667	0.8165
0.1579	2.0619	1000	0.5902	0.3710	0.6465	0.8040
0.1579	2.0660	1002	0.5808	0.3728	0.6313	0.7946
0.1579	2.0701	1004	0.5700	0.3310	0.6616	0.8134
0.1579	2.0742	1006	0.6066	0.3180	0.6717	0.8196
0.1579	2.0784	1008	0.5921	0.3241	0.6667	0.8165
0.1579	2.0825	1010	0.5708	0.3606	0.6414	0.8009
0.1579	2.0866	1012	0.5808	0.3487	0.6616	0.8134

Framework versions

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