ASAP_FineTuningBERT_AugV5_k2_task1_organization

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: 0.8776
• Qwk: 0.3373
• Mse: 0.8776
• Rmse: 0.9368

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: 64
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.25	2	9.0559	0.0	9.0559	3.0093
No log	0.5	4	7.5521	0.0	7.5521	2.7481
No log	0.75	6	6.7080	0.0	6.7080	2.5900
No log	1.0	8	5.8045	0.0180	5.8045	2.4093
4.5845	1.25	10	4.9096	0.0115	4.9096	2.2158
4.5845	1.5	12	4.1408	0.0077	4.1408	2.0349
4.5845	1.75	14	3.2685	0.0	3.2685	1.8079
4.5845	2.0	16	2.5537	0.0121	2.5537	1.5980
4.5845	2.25	18	1.9938	0.0601	1.9938	1.4120
2.3133	2.5	20	1.5847	0.0316	1.5847	1.2589
2.3133	2.75	22	1.6694	0.0316	1.6694	1.2921
2.3133	3.0	24	2.4441	-0.0202	2.4441	1.5634
2.3133	3.25	26	2.6296	-0.0358	2.6296	1.6216
2.3133	3.5	28	2.2309	0.0212	2.2309	1.4936
1.8983	3.75	30	1.7044	0.0212	1.7044	1.3055
1.8983	4.0	32	1.5493	0.0212	1.5493	1.2447
1.8983	4.25	34	1.5853	0.0212	1.5853	1.2591
1.8983	4.5	36	1.2924	0.0212	1.2924	1.1368
1.8983	4.75	38	1.2830	0.0212	1.2830	1.1327
1.8106	5.0	40	1.3938	0.0212	1.3938	1.1806
1.8106	5.25	42	1.8488	0.0240	1.8488	1.3597
1.8106	5.5	44	1.8455	0.0240	1.8455	1.3585
1.8106	5.75	46	1.5769	0.0212	1.5769	1.2558
1.8106	6.0	48	1.8972	0.0463	1.8972	1.3774
1.891	6.25	50	1.9382	0.0599	1.9382	1.3922
1.891	6.5	52	1.6098	0.0316	1.6098	1.2688
1.891	6.75	54	1.8559	0.0757	1.8559	1.3623
1.891	7.0	56	2.5476	0.0887	2.5476	1.5961
1.891	7.25	58	2.0828	0.1476	2.0828	1.4432
2.0189	7.5	60	1.4660	0.0316	1.4660	1.2108
2.0189	7.75	62	1.6962	0.0695	1.6962	1.3024
2.0189	8.0	64	1.5105	0.0500	1.5105	1.2290
2.0189	8.25	66	1.6781	0.0976	1.6781	1.2954
2.0189	8.5	68	2.2961	0.1135	2.2961	1.5153
1.6996	8.75	70	1.6358	0.1201	1.6358	1.2790
1.6996	9.0	72	1.3145	0.0599	1.3145	1.1465
1.6996	9.25	74	1.8705	0.1368	1.8705	1.3677
1.6996	9.5	76	2.0118	0.1211	2.0118	1.4184
1.6996	9.75	78	1.1221	0.1362	1.1221	1.0593
1.5317	10.0	80	0.9808	0.1291	0.9808	0.9903
1.5317	10.25	82	1.3315	0.1891	1.3315	1.1539
1.5317	10.5	84	1.8226	0.1356	1.8226	1.3500
1.5317	10.75	86	1.1423	0.2024	1.1423	1.0688
1.5317	11.0	88	0.7991	0.2191	0.7991	0.8939
1.4266	11.25	90	0.7709	0.2746	0.7709	0.8780
1.4266	11.5	92	1.1903	0.1752	1.1903	1.0910
1.4266	11.75	94	1.6755	0.1514	1.6755	1.2944
1.4266	12.0	96	1.3306	0.1716	1.3306	1.1535
1.4266	12.25	98	1.0070	0.2149	1.0070	1.0035
1.2196	12.5	100	1.1939	0.1680	1.1939	1.0926
1.2196	12.75	102	1.1128	0.2000	1.1128	1.0549
1.2196	13.0	104	0.9357	0.1981	0.9357	0.9673
1.2196	13.25	106	1.3302	0.1910	1.3302	1.1533
1.2196	13.5	108	1.2025	0.2015	1.2025	1.0966
0.7654	13.75	110	0.8878	0.2156	0.8878	0.9422
0.7654	14.0	112	1.0030	0.1855	1.0030	1.0015
0.7654	14.25	114	1.2505	0.1969	1.2505	1.1183
0.7654	14.5	116	1.0038	0.1884	1.0038	1.0019
0.7654	14.75	118	1.2922	0.2064	1.2922	1.1367
0.5216	15.0	120	1.5946	0.2211	1.5946	1.2628
0.5216	15.25	122	1.2236	0.2390	1.2236	1.1061
0.5216	15.5	124	1.2755	0.2318	1.2755	1.1294
0.5216	15.75	126	1.7616	0.2113	1.7616	1.3273
0.5216	16.0	128	1.4918	0.2714	1.4918	1.2214
0.3916	16.25	130	1.3059	0.2938	1.3059	1.1427
0.3916	16.5	132	1.5457	0.2563	1.5457	1.2433
0.3916	16.75	134	1.1579	0.2933	1.1579	1.0761
0.3916	17.0	136	1.1727	0.2772	1.1727	1.0829
0.3916	17.25	138	1.6161	0.2044	1.6161	1.2713
0.3531	17.5	140	1.2143	0.2568	1.2143	1.1020
0.3531	17.75	142	1.1096	0.2772	1.1096	1.0534
0.3531	18.0	144	1.4703	0.2536	1.4703	1.2126
0.3531	18.25	146	1.4591	0.2250	1.4591	1.2079
0.3531	18.5	148	1.1764	0.2777	1.1764	1.0846
0.3436	18.75	150	1.2893	0.2579	1.2893	1.1355
0.3436	19.0	152	1.6691	0.1915	1.6691	1.2919
0.3436	19.25	154	1.3430	0.2221	1.3430	1.1589
0.3436	19.5	156	0.9613	0.3020	0.9613	0.9805
0.3436	19.75	158	1.0662	0.2581	1.0662	1.0326
0.2819	20.0	160	1.9314	0.1377	1.9314	1.3897
0.2819	20.25	162	1.7479	0.1802	1.7479	1.3221
0.2819	20.5	164	0.9755	0.3359	0.9755	0.9877
0.2819	20.75	166	0.9628	0.3242	0.9628	0.9812
0.2819	21.0	168	1.0246	0.3413	1.0246	1.0122
0.4834	21.25	170	1.4120	0.2898	1.4119	1.1883
0.4834	21.5	172	1.0855	0.3089	1.0855	1.0419
0.4834	21.75	174	0.8758	0.3420	0.8758	0.9359
0.4834	22.0	176	0.9069	0.3608	0.9069	0.9523
0.4834	22.25	178	1.2948	0.2307	1.2948	1.1379
0.2862	22.5	180	1.1252	0.2620	1.1252	1.0608
0.2862	22.75	182	0.9411	0.3383	0.9411	0.9701
0.2862	23.0	184	1.0033	0.3277	1.0033	1.0016
0.2862	23.25	186	1.1651	0.3056	1.1651	1.0794
0.2862	23.5	188	1.1458	0.3004	1.1458	1.0704
0.1952	23.75	190	1.0467	0.3257	1.0467	1.0231
0.1952	24.0	192	1.1089	0.2857	1.1089	1.0530
0.1952	24.25	194	1.0704	0.3197	1.0704	1.0346
0.1952	24.5	196	0.9839	0.3599	0.9839	0.9919
0.1952	24.75	198	1.0973	0.3116	1.0973	1.0475
0.1774	25.0	200	1.1234	0.3201	1.1234	1.0599
0.1774	25.25	202	1.0082	0.3470	1.0082	1.0041
0.1774	25.5	204	1.0787	0.3339	1.0787	1.0386
0.1774	25.75	206	1.2078	0.2828	1.2078	1.0990
0.1774	26.0	208	1.0605	0.3024	1.0605	1.0298
0.1691	26.25	210	0.9226	0.3328	0.9226	0.9605
0.1691	26.5	212	1.0902	0.2862	1.0902	1.0441
0.1691	26.75	214	1.1710	0.2703	1.1710	1.0821
0.1691	27.0	216	1.0163	0.3176	1.0163	1.0081
0.1691	27.25	218	1.0574	0.2945	1.0574	1.0283
0.1842	27.5	220	1.2073	0.2678	1.2073	1.0988
0.1842	27.75	222	1.0846	0.2670	1.0846	1.0415
0.1842	28.0	224	1.0129	0.2898	1.0129	1.0064
0.1842	28.25	226	1.0632	0.3101	1.0632	1.0311
0.1842	28.5	228	1.0005	0.3054	1.0005	1.0002
0.1408	28.75	230	1.0512	0.3068	1.0512	1.0253
0.1408	29.0	232	1.3337	0.2499	1.3337	1.1549
0.1408	29.25	234	1.1830	0.2469	1.1830	1.0876
0.1408	29.5	236	1.0695	0.2812	1.0695	1.0342
0.1408	29.75	238	1.1183	0.2799	1.1183	1.0575
0.2069	30.0	240	1.2177	0.2637	1.2177	1.1035
0.2069	30.25	242	1.1427	0.3078	1.1427	1.0690
0.2069	30.5	244	1.0166	0.3056	1.0166	1.0083
0.2069	30.75	246	1.1205	0.3286	1.1205	1.0585
0.2069	31.0	248	1.4581	0.2708	1.4581	1.2075
0.187	31.25	250	1.3554	0.2704	1.3554	1.1642
0.187	31.5	252	0.9754	0.3257	0.9754	0.9876
0.187	31.75	254	0.9735	0.3508	0.9735	0.9867
0.187	32.0	256	1.0050	0.3070	1.0050	1.0025
0.187	32.25	258	1.2279	0.2964	1.2279	1.1081
0.2052	32.5	260	1.0783	0.2983	1.0783	1.0384
0.2052	32.75	262	1.0173	0.3276	1.0173	1.0086
0.2052	33.0	264	0.9983	0.3289	0.9983	0.9991
0.2052	33.25	266	0.9795	0.3251	0.9795	0.9897
0.2052	33.5	268	1.1951	0.3041	1.1951	1.0932
0.1569	33.75	270	1.0422	0.3411	1.0422	1.0209
0.1569	34.0	272	0.9770	0.3337	0.9770	0.9884
0.1569	34.25	274	1.0135	0.3357	1.0135	1.0067
0.1569	34.5	276	0.9503	0.3338	0.9503	0.9749
0.1569	34.75	278	1.2968	0.2897	1.2968	1.1388
0.2331	35.0	280	1.4670	0.2399	1.4670	1.2112
0.2331	35.25	282	1.2448	0.3037	1.2448	1.1157
0.2331	35.5	284	0.9315	0.3304	0.9315	0.9652
0.2331	35.75	286	0.9443	0.3487	0.9443	0.9718
0.2331	36.0	288	0.8769	0.3315	0.8769	0.9364
0.1916	36.25	290	0.9724	0.3503	0.9724	0.9861
0.1916	36.5	292	0.9381	0.3402	0.9381	0.9685
0.1916	36.75	294	0.8372	0.3568	0.8372	0.9150
0.1916	37.0	296	0.8924	0.3658	0.8924	0.9447
0.1916	37.25	298	0.9409	0.3356	0.9409	0.9700
0.1401	37.5	300	1.0327	0.3454	1.0327	1.0162
0.1401	37.75	302	1.0113	0.3327	1.0113	1.0057
0.1401	38.0	304	1.0464	0.3193	1.0464	1.0229
0.1401	38.25	306	1.0161	0.3156	1.0161	1.0080
0.1401	38.5	308	0.9942	0.2986	0.9942	0.9971
0.1545	38.75	310	1.0632	0.2750	1.0632	1.0311
0.1545	39.0	312	1.1218	0.2641	1.1218	1.0592
0.1545	39.25	314	1.0257	0.2745	1.0257	1.0128
0.1545	39.5	316	1.0061	0.2924	1.0061	1.0030
0.1545	39.75	318	1.0329	0.2972	1.0329	1.0163
0.1045	40.0	320	1.0081	0.3258	1.0081	1.0040
0.1045	40.25	322	1.0044	0.3173	1.0044	1.0022
0.1045	40.5	324	0.9894	0.3241	0.9894	0.9947
0.1045	40.75	326	1.0316	0.2982	1.0316	1.0157
0.1045	41.0	328	1.0113	0.3107	1.0113	1.0056
0.1181	41.25	330	0.9873	0.3150	0.9873	0.9936
0.1181	41.5	332	0.9552	0.3241	0.9552	0.9774
0.1181	41.75	334	0.9740	0.3099	0.9740	0.9869
0.1181	42.0	336	1.0052	0.3084	1.0052	1.0026
0.1181	42.25	338	1.0022	0.3150	1.0022	1.0011
0.0806	42.5	340	1.0552	0.2855	1.0552	1.0272
0.0806	42.75	342	1.0255	0.2873	1.0255	1.0126
0.0806	43.0	344	0.9759	0.3343	0.9759	0.9879
0.0806	43.25	346	0.9782	0.3005	0.9782	0.9890
0.0806	43.5	348	0.9837	0.2923	0.9837	0.9918
0.1521	43.75	350	0.9843	0.2874	0.9843	0.9921
0.1521	44.0	352	0.9821	0.3248	0.9821	0.9910
0.1521	44.25	354	0.9783	0.3407	0.9783	0.9891
0.1521	44.5	356	1.0005	0.3105	1.0005	1.0002
0.1521	44.75	358	1.0166	0.3177	1.0166	1.0083
0.0963	45.0	360	0.9656	0.3091	0.9656	0.9827
0.0963	45.25	362	0.9389	0.3258	0.9389	0.9690
0.0963	45.5	364	0.9337	0.2821	0.9337	0.9663
0.0963	45.75	366	0.9344	0.3236	0.9344	0.9667
0.0963	46.0	368	0.8871	0.3417	0.8871	0.9418
0.0837	46.25	370	0.8807	0.3570	0.8807	0.9385
0.0837	46.5	372	0.9046	0.3558	0.9046	0.9511
0.0837	46.75	374	0.9198	0.3433	0.9198	0.9590
0.0837	47.0	376	1.0099	0.3667	1.0099	1.0049
0.0837	47.25	378	1.0938	0.3594	1.0938	1.0458
0.0967	47.5	380	1.0683	0.3342	1.0683	1.0336
0.0967	47.75	382	1.0740	0.3286	1.0740	1.0363
0.0967	48.0	384	0.9709	0.3553	0.9709	0.9854
0.0967	48.25	386	0.9328	0.3285	0.9328	0.9658
0.0967	48.5	388	0.9441	0.3442	0.9441	0.9716
0.11	48.75	390	0.9594	0.3286	0.9594	0.9795
0.11	49.0	392	0.9369	0.3545	0.9369	0.9679
0.11	49.25	394	0.9526	0.3441	0.9526	0.9760
0.11	49.5	396	0.9820	0.3182	0.9820	0.9910
0.11	49.75	398	0.9536	0.3235	0.9536	0.9765
0.0883	50.0	400	0.9162	0.3201	0.9162	0.9572
0.0883	50.25	402	0.9122	0.3347	0.9122	0.9551
0.0883	50.5	404	0.9199	0.3268	0.9199	0.9591
0.0883	50.75	406	0.8961	0.3361	0.8961	0.9466
0.0883	51.0	408	0.9098	0.3587	0.9098	0.9538
0.0859	51.25	410	0.8849	0.3229	0.8849	0.9407
0.0859	51.5	412	0.8946	0.3535	0.8946	0.9458
0.0859	51.75	414	0.8664	0.3269	0.8664	0.9308
0.0859	52.0	416	0.8833	0.3287	0.8833	0.9398
0.0859	52.25	418	0.9139	0.3419	0.9139	0.9560
0.0709	52.5	420	0.9329	0.3261	0.9329	0.9659
0.0709	52.75	422	0.9376	0.3453	0.9376	0.9683
0.0709	53.0	424	0.9823	0.3446	0.9823	0.9911
0.0709	53.25	426	0.9763	0.3359	0.9763	0.9881
0.0709	53.5	428	0.8587	0.3521	0.8587	0.9267
0.0864	53.75	430	0.8516	0.3712	0.8516	0.9228
0.0864	54.0	432	0.8463	0.3720	0.8463	0.9199
0.0864	54.25	434	0.9031	0.3436	0.9031	0.9503
0.0864	54.5	436	0.9171	0.3414	0.9171	0.9577
0.0864	54.75	438	0.8770	0.3459	0.8770	0.9365
0.1001	55.0	440	0.9213	0.3616	0.9213	0.9598
0.1001	55.25	442	0.9240	0.3574	0.9240	0.9613
0.1001	55.5	444	0.9285	0.3229	0.9285	0.9636
0.1001	55.75	446	1.1086	0.2979	1.1086	1.0529
0.1001	56.0	448	1.1418	0.2794	1.1418	1.0685
0.1201	56.25	450	0.9978	0.3037	0.9978	0.9989
0.1201	56.5	452	0.8839	0.3195	0.8839	0.9402
0.1201	56.75	454	0.8888	0.3386	0.8888	0.9428
0.1201	57.0	456	0.8963	0.3356	0.8963	0.9467
0.1201	57.25	458	0.9678	0.3205	0.9678	0.9838
0.0812	57.5	460	0.9852	0.3322	0.9852	0.9926
0.0812	57.75	462	0.9241	0.3260	0.9241	0.9613
0.0812	58.0	464	0.9023	0.3524	0.9023	0.9499
0.0812	58.25	466	0.8892	0.3480	0.8892	0.9430
0.0812	58.5	468	0.8912	0.3432	0.8912	0.9440
0.0662	58.75	470	0.9025	0.3323	0.9025	0.9500
0.0662	59.0	472	0.9047	0.3344	0.9047	0.9511
0.0662	59.25	474	0.9125	0.3401	0.9125	0.9552
0.0662	59.5	476	0.9404	0.3258	0.9404	0.9697
0.0662	59.75	478	0.9237	0.3314	0.9237	0.9611
0.0898	60.0	480	0.8851	0.3273	0.8851	0.9408
0.0898	60.25	482	0.8887	0.3319	0.8887	0.9427
0.0898	60.5	484	0.8956	0.3188	0.8956	0.9463
0.0898	60.75	486	0.9219	0.3196	0.9219	0.9602
0.0898	61.0	488	0.9609	0.3619	0.9609	0.9803
0.0821	61.25	490	0.9705	0.3341	0.9705	0.9851
0.0821	61.5	492	0.9627	0.3083	0.9627	0.9812
0.0821	61.75	494	0.9262	0.3133	0.9262	0.9624
0.0821	62.0	496	0.9059	0.3438	0.9059	0.9518
0.0821	62.25	498	0.9001	0.3423	0.9001	0.9487
0.0733	62.5	500	0.8907	0.3291	0.8907	0.9438
0.0733	62.75	502	0.9197	0.3470	0.9197	0.9590
0.0733	63.0	504	0.8893	0.3496	0.8893	0.9430
0.0733	63.25	506	0.8728	0.3354	0.8728	0.9342
0.0733	63.5	508	0.8804	0.3473	0.8804	0.9383
0.0831	63.75	510	0.9006	0.3344	0.9006	0.9490
0.0831	64.0	512	0.9351	0.3414	0.9351	0.9670
0.0831	64.25	514	0.9273	0.3404	0.9273	0.9630
0.0831	64.5	516	0.9098	0.3405	0.9098	0.9538
0.0831	64.75	518	0.8856	0.3295	0.8856	0.9410
0.0598	65.0	520	0.9345	0.3346	0.9345	0.9667
0.0598	65.25	522	0.9452	0.3347	0.9452	0.9722
0.0598	65.5	524	0.8662	0.3296	0.8662	0.9307
0.0598	65.75	526	0.8611	0.3493	0.8611	0.9279
0.0598	66.0	528	0.8844	0.3541	0.8844	0.9404
0.0719	66.25	530	0.9071	0.3354	0.9071	0.9524
0.0719	66.5	532	0.9086	0.3321	0.9086	0.9532
0.0719	66.75	534	0.9155	0.3157	0.9155	0.9568
0.0719	67.0	536	0.8928	0.3166	0.8928	0.9449
0.0719	67.25	538	0.8738	0.3258	0.8738	0.9348
0.0681	67.5	540	0.8669	0.3408	0.8669	0.9311
0.0681	67.75	542	0.8712	0.3375	0.8712	0.9334
0.0681	68.0	544	0.8920	0.3350	0.8920	0.9445
0.0681	68.25	546	0.9045	0.3427	0.9045	0.9511
0.0681	68.5	548	0.9160	0.3286	0.9160	0.9571
0.0685	68.75	550	0.9276	0.3366	0.9276	0.9631
0.0685	69.0	552	0.9351	0.3199	0.9351	0.9670
0.0685	69.25	554	0.9095	0.3360	0.9095	0.9537
0.0685	69.5	556	0.8856	0.3388	0.8856	0.9411
0.0685	69.75	558	0.8933	0.3399	0.8933	0.9451
0.0856	70.0	560	0.8973	0.3402	0.8973	0.9473
0.0856	70.25	562	0.9014	0.3378	0.9014	0.9494
0.0856	70.5	564	0.9189	0.3455	0.9189	0.9586
0.0856	70.75	566	0.9316	0.3544	0.9316	0.9652
0.0856	71.0	568	0.9135	0.3361	0.9135	0.9558
0.0654	71.25	570	0.8862	0.3391	0.8862	0.9414
0.0654	71.5	572	0.8717	0.3649	0.8717	0.9336
0.0654	71.75	574	0.8676	0.3646	0.8676	0.9314
0.0654	72.0	576	0.8821	0.3526	0.8821	0.9392
0.0654	72.25	578	0.8782	0.3550	0.8782	0.9371
0.0635	72.5	580	0.8736	0.3411	0.8736	0.9347
0.0635	72.75	582	0.8810	0.3543	0.8810	0.9386
0.0635	73.0	584	0.8683	0.3453	0.8683	0.9318
0.0635	73.25	586	0.8759	0.3538	0.8759	0.9359
0.0635	73.5	588	0.8785	0.3577	0.8785	0.9373
0.0674	73.75	590	0.8498	0.3519	0.8498	0.9219
0.0674	74.0	592	0.8508	0.3470	0.8508	0.9224
0.0674	74.25	594	0.8685	0.3565	0.8685	0.9319
0.0674	74.5	596	0.9104	0.3560	0.9104	0.9541
0.0674	74.75	598	0.9276	0.3579	0.9276	0.9631
0.0591	75.0	600	0.9245	0.3405	0.9245	0.9615
0.0591	75.25	602	0.9309	0.3382	0.9309	0.9648
0.0591	75.5	604	0.9380	0.3627	0.9380	0.9685
0.0591	75.75	606	0.9174	0.3329	0.9174	0.9578
0.0591	76.0	608	0.9144	0.3258	0.9144	0.9562
0.0654	76.25	610	0.8976	0.3441	0.8976	0.9474
0.0654	76.5	612	0.8647	0.3267	0.8647	0.9299
0.0654	76.75	614	0.8595	0.3649	0.8595	0.9271
0.0654	77.0	616	0.8604	0.3555	0.8604	0.9276
0.0654	77.25	618	0.8533	0.3689	0.8533	0.9237
0.067	77.5	620	0.8544	0.3410	0.8544	0.9244
0.067	77.75	622	0.8777	0.3695	0.8777	0.9368
0.067	78.0	624	0.8900	0.3596	0.8900	0.9434
0.067	78.25	626	0.8810	0.3501	0.8810	0.9386
0.067	78.5	628	0.8817	0.3530	0.8817	0.9390
0.0585	78.75	630	0.8911	0.3499	0.8911	0.9440
0.0585	79.0	632	0.8919	0.3466	0.8919	0.9444
0.0585	79.25	634	0.8876	0.3296	0.8876	0.9421
0.0585	79.5	636	0.8810	0.3424	0.8810	0.9386
0.0585	79.75	638	0.8709	0.3459	0.8709	0.9332
0.0627	80.0	640	0.8672	0.3513	0.8672	0.9312
0.0627	80.25	642	0.8598	0.3489	0.8598	0.9273
0.0627	80.5	644	0.8642	0.3660	0.8642	0.9296
0.0627	80.75	646	0.8783	0.3566	0.8783	0.9372
0.0627	81.0	648	0.8753	0.3628	0.8753	0.9356
0.0635	81.25	650	0.8742	0.3445	0.8742	0.9350
0.0635	81.5	652	0.8792	0.3483	0.8792	0.9376
0.0635	81.75	654	0.8844	0.3420	0.8844	0.9404
0.0635	82.0	656	0.8922	0.3442	0.8922	0.9446
0.0635	82.25	658	0.8907	0.3374	0.8907	0.9438
0.06	82.5	660	0.8856	0.3180	0.8856	0.9411
0.06	82.75	662	0.8949	0.3199	0.8949	0.9460
0.06	83.0	664	0.8893	0.3223	0.8893	0.9430
0.06	83.25	666	0.8770	0.3443	0.8770	0.9365
0.06	83.5	668	0.8743	0.3338	0.8743	0.9351
0.0612	83.75	670	0.8787	0.3397	0.8787	0.9374
0.0612	84.0	672	0.8840	0.3397	0.8840	0.9402
0.0612	84.25	674	0.8898	0.3398	0.8898	0.9433
0.0612	84.5	676	0.8937	0.3412	0.8937	0.9453
0.0612	84.75	678	0.8993	0.3187	0.8993	0.9483
0.0411	85.0	680	0.8984	0.3165	0.8984	0.9478
0.0411	85.25	682	0.8885	0.3234	0.8885	0.9426
0.0411	85.5	684	0.8847	0.3382	0.8847	0.9406
0.0411	85.75	686	0.8857	0.3515	0.8857	0.9411
0.0411	86.0	688	0.8859	0.3353	0.8859	0.9412
0.0586	86.25	690	0.8892	0.3434	0.8892	0.9430
0.0586	86.5	692	0.8895	0.3399	0.8895	0.9431
0.0586	86.75	694	0.8825	0.3489	0.8825	0.9394
0.0586	87.0	696	0.8825	0.3545	0.8825	0.9394
0.0586	87.25	698	0.8873	0.3598	0.8873	0.9420
0.0526	87.5	700	0.8810	0.3578	0.8810	0.9386
0.0526	87.75	702	0.8694	0.3523	0.8694	0.9324
0.0526	88.0	704	0.8662	0.3493	0.8662	0.9307
0.0526	88.25	706	0.8613	0.3539	0.8613	0.9281
0.0526	88.5	708	0.8520	0.3612	0.8520	0.9230
0.057	88.75	710	0.8469	0.3547	0.8469	0.9202
0.057	89.0	712	0.8473	0.3446	0.8473	0.9205
0.057	89.25	714	0.8442	0.3587	0.8442	0.9188
0.057	89.5	716	0.8409	0.3487	0.8409	0.9170
0.057	89.75	718	0.8454	0.3450	0.8454	0.9195
0.0591	90.0	720	0.8579	0.3501	0.8579	0.9262
0.0591	90.25	722	0.8672	0.3536	0.8672	0.9313
0.0591	90.5	724	0.8694	0.3384	0.8694	0.9324
0.0591	90.75	726	0.8736	0.3295	0.8736	0.9347
0.0591	91.0	728	0.8758	0.3410	0.8758	0.9359
0.0559	91.25	730	0.8735	0.3278	0.8735	0.9346
0.0559	91.5	732	0.8714	0.3314	0.8714	0.9335
0.0559	91.75	734	0.8695	0.3265	0.8695	0.9325
0.0559	92.0	736	0.8650	0.3399	0.8650	0.9300
0.0559	92.25	738	0.8596	0.3341	0.8596	0.9272
0.0476	92.5	740	0.8570	0.3323	0.8570	0.9258
0.0476	92.75	742	0.8611	0.3404	0.8611	0.9280
0.0476	93.0	744	0.8709	0.3382	0.8709	0.9332
0.0476	93.25	746	0.8777	0.3304	0.8777	0.9368
0.0476	93.5	748	0.8804	0.3265	0.8804	0.9383
0.0447	93.75	750	0.8775	0.3442	0.8775	0.9368
0.0447	94.0	752	0.8758	0.3252	0.8758	0.9358
0.0447	94.25	754	0.8787	0.3318	0.8787	0.9374
0.0447	94.5	756	0.8799	0.3363	0.8799	0.9380
0.0447	94.75	758	0.8805	0.3306	0.8805	0.9384
0.0531	95.0	760	0.8810	0.3260	0.8810	0.9386
0.0531	95.25	762	0.8831	0.3237	0.8831	0.9397
0.0531	95.5	764	0.8856	0.3411	0.8856	0.9411
0.0531	95.75	766	0.8842	0.3411	0.8842	0.9403
0.0531	96.0	768	0.8809	0.3203	0.8809	0.9386
0.0586	96.25	770	0.8782	0.3345	0.8782	0.9371
0.0586	96.5	772	0.8766	0.3353	0.8766	0.9363
0.0586	96.75	774	0.8765	0.3379	0.8765	0.9362
0.0586	97.0	776	0.8753	0.3347	0.8753	0.9356
0.0586	97.25	778	0.8752	0.3373	0.8752	0.9355
0.0517	97.5	780	0.8759	0.3373	0.8759	0.9359
0.0517	97.75	782	0.8775	0.3350	0.8775	0.9367
0.0517	98.0	784	0.8792	0.3342	0.8792	0.9376
0.0517	98.25	786	0.8800	0.3369	0.8800	0.9381
0.0517	98.5	788	0.8795	0.3379	0.8795	0.9378
0.0564	98.75	790	0.8784	0.3337	0.8784	0.9372
0.0564	99.0	792	0.8780	0.3337	0.8780	0.9370
0.0564	99.25	794	0.8779	0.3337	0.8779	0.9370
0.0564	99.5	796	0.8778	0.3337	0.8778	0.9369
0.0564	99.75	798	0.8777	0.3312	0.8777	0.9368
0.0383	100.0	800	0.8776	0.3373	0.8776	0.9368

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1