qaTask-Qwen3-1.7B-all

This model is a fine-tuned version of Qwen/Qwen3-1.7B on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.0195
• Accuracy Exact Match: 0.768
• Accuracy Weak: 0.837

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: 0.0003
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• distributed_type: multi-GPU
• gradient_accumulation_steps: 2
• total_train_batch_size: 64
• optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-07 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy Exact Match	Accuracy Weak
2.996	0.0010	2	3.0660	0.0	0.0
2.996	0.0020	4	3.0652	0.0	0.0
3.0778	0.0029	6	3.0611	0.0	0.0
3.0778	0.0039	8	3.0547	0.0	0.0
3.0397	0.0049	10	3.0444	0.0	0.0
3.0397	0.0059	12	3.0271	0.0	0.0
3.0397	0.0068	14	3.0062	0.0	0.0
3.0413	0.0078	16	2.9761	0.0	0.0
3.0413	0.0088	18	2.9347	0.0	0.0
2.9508	0.0098	20	2.8914	0.0	0.0
2.9508	0.0108	22	2.8382	0.0	0.0
2.9508	0.0117	24	2.7815	0.0	0.0
2.8395	0.0127	26	2.7167	0.0	0.0
2.8395	0.0137	28	2.6472	0.0	0.0
2.7027	0.0147	30	2.5788	0.0	0.0
2.7027	0.0156	32	2.5100	0.0	0.0
2.7027	0.0166	34	2.4414	0.0	0.0
2.548	0.0176	36	2.3784	0.0	0.0
2.548	0.0186	38	2.3286	0.0	0.0
2.3414	0.0195	40	2.2897	0.0	0.0
2.3414	0.0205	42	2.2588	0.0	0.0
2.3414	0.0215	44	2.2319	0.0	0.0
2.255	0.0225	46	2.2078	0.0	0.0
2.255	0.0235	48	2.1846	0.0	0.0
2.2196	0.0244	50	2.1605	0.0	0.0
2.2196	0.0254	52	2.1373	0.0	0.0
2.2196	0.0264	54	2.1147	0.0	0.006
2.1158	0.0274	56	2.0929	0.0	0.127
2.1158	0.0283	58	2.0742	0.0	0.131
2.0845	0.0293	60	2.0566	0.001	0.14
2.0845	0.0303	62	2.0384	0.089	0.18
2.0845	0.0313	64	2.0191	0.171	0.209
2.0283	0.0323	66	2.0022	0.18	0.222
2.0283	0.0332	68	1.9859	0.176	0.221
2.0001	0.0342	70	1.9685	0.192	0.232
2.0001	0.0352	72	1.9506	0.207	0.249
2.0001	0.0362	74	1.9330	0.215	0.254
1.9379	0.0371	76	1.9147	0.228	0.268
1.9379	0.0381	78	1.8963	0.235	0.28
1.9231	0.0391	80	1.8776	0.237	0.292
1.9231	0.0401	82	1.8595	0.234	0.302
1.9231	0.0410	84	1.8412	0.241	0.306
1.8551	0.0420	86	1.8236	0.238	0.306
1.8551	0.0430	88	1.8075	0.237	0.305
1.8185	0.0440	90	1.7909	0.234	0.3
1.8185	0.0450	92	1.7733	0.234	0.297
1.8185	0.0459	94	1.7523	0.226	0.296
1.765	0.0469	96	1.7518	0.22	0.287
1.765	0.0479	98	1.7282	0.223	0.286
1.7583	0.0489	100	1.7135	0.223	0.283
1.7583	0.0498	102	1.6856	0.235	0.291
1.7583	0.0508	104	1.6705	0.252	0.307
1.7037	0.0518	106	1.6531	0.246	0.309
1.7037	0.0528	108	1.6334	0.229	0.307
1.662	0.0538	110	1.6161	0.227	0.304
1.662	0.0547	112	1.5981	0.223	0.293
1.662	0.0557	114	1.5785	0.222	0.298
1.6176	0.0567	116	1.5571	0.209	0.287
1.6176	0.0577	118	1.5372	0.216	0.295
1.5822	0.0586	120	1.5172	0.218	0.302
1.5822	0.0596	122	1.4976	0.237	0.306
1.5822	0.0606	124	1.4762	0.249	0.317
1.4988	0.0616	126	1.4561	0.238	0.318
1.4988	0.0625	128	1.4369	0.223	0.315
1.4332	0.0635	130	1.4170	0.226	0.299
1.4332	0.0645	132	1.3973	0.231	0.294
1.4332	0.0655	134	1.3770	0.236	0.295
1.4138	0.0665	136	1.3572	0.245	0.305
1.4138	0.0674	138	1.3366	0.243	0.297
1.34	0.0684	140	1.3135	0.239	0.294
1.34	0.0694	142	1.2916	0.233	0.282
1.34	0.0704	144	1.2700	0.241	0.309
1.3016	0.0713	146	1.2484	0.243	0.302
1.3016	0.0723	148	1.2250	0.213	0.294
1.2484	0.0733	150	1.2002	0.219	0.285
1.2484	0.0743	152	1.1771	0.218	0.293
1.2484	0.0753	154	1.1518	0.227	0.274
1.207	0.0762	156	1.1314	0.235	0.282
1.207	0.0772	158	1.1064	0.223	0.282
1.1362	0.0782	160	1.0852	0.234	0.297
1.1362	0.0792	162	1.0639	0.237	0.291
1.1362	0.0801	164	1.0495	0.238	0.29
1.0562	0.0811	166	1.0460	0.224	0.278
1.0562	0.0821	168	1.0121	0.223	0.296
1.0078	0.0831	170	0.9850	0.235	0.29
1.0078	0.0840	172	0.9559	0.249	0.3
1.0078	0.0850	174	0.9319	0.242	0.31
0.9695	0.0860	176	0.9137	0.245	0.298
0.9695	0.0870	178	0.8862	0.238	0.291
0.8996	0.0880	180	0.8609	0.228	0.285
0.8996	0.0889	182	0.8382	0.232	0.297
0.8996	0.0899	184	0.8136	0.228	0.282
0.8662	0.0909	186	0.8062	0.234	0.285
0.8662	0.0919	188	0.7710	0.229	0.296
0.7926	0.0928	190	0.7537	0.236	0.299
0.7926	0.0938	192	0.7460	0.232	0.285
0.7926	0.0948	194	0.7107	0.242	0.294
0.7098	0.0958	196	0.6803	0.247	0.294
0.7098	0.0968	198	0.6644	0.218	0.3
0.6869	0.0977	200	0.6440	0.184	0.301
0.6869	0.0987	202	0.6176	0.213	0.297
0.6869	0.0997	204	0.5958	0.202	0.299
0.6233	0.1007	206	0.5954	0.196	0.309
0.6233	0.1016	208	0.5814	0.201	0.306
0.6018	0.1026	210	0.5569	0.145	0.304
0.6018	0.1036	212	0.5321	0.18	0.307
0.6018	0.1046	214	0.5171	0.141	0.301
0.5546	0.1055	216	0.4957	0.133	0.306
0.5546	0.1065	218	0.4729	0.149	0.299
0.4429	0.1075	220	0.4616	0.17	0.299
0.4429	0.1085	222	0.4414	0.175	0.306
0.4429	0.1095	224	0.4285	0.192	0.325
0.4444	0.1104	226	0.4159	0.221	0.321
0.4444	0.1114	228	0.4001	0.239	0.308
0.4288	0.1124	230	0.3860	0.224	0.306
0.4288	0.1134	232	0.3729	0.21	0.303
0.4288	0.1143	234	0.3585	0.224	0.306
0.3517	0.1153	236	0.3396	0.227	0.315
0.3517	0.1163	238	0.3247	0.232	0.315
0.3286	0.1173	240	0.3118	0.233	0.316
0.3286	0.1183	242	0.2992	0.233	0.326
0.3286	0.1192	244	0.2869	0.226	0.333
0.3042	0.1202	246	0.2777	0.244	0.325
0.3042	0.1212	248	0.2672	0.257	0.336
0.2813	0.1222	250	0.2586	0.222	0.329
0.2813	0.1231	252	0.2457	0.209	0.33
0.2813	0.1241	254	0.2388	0.208	0.331
0.2488	0.1251	256	0.2285	0.201	0.322
0.2488	0.1261	258	0.2208	0.153	0.319
0.2484	0.1270	260	0.2110	0.139	0.307
0.2484	0.1280	262	0.2032	0.158	0.318
0.2484	0.1290	264	0.1975	0.151	0.319
0.199	0.1300	266	0.1909	0.157	0.325
0.199	0.1310	268	0.1831	0.144	0.312
0.2075	0.1319	270	0.1784	0.165	0.315
0.2075	0.1329	272	0.1716	0.179	0.315
0.2075	0.1339	274	0.1663	0.216	0.341
0.1781	0.1349	276	0.1594	0.211	0.333
0.1781	0.1358	278	0.1530	0.222	0.322
0.1363	0.1368	280	0.1485	0.249	0.314
0.1363	0.1378	282	0.1438	0.242	0.315
0.1363	0.1388	284	0.1397	0.234	0.32
0.1364	0.1398	286	0.1379	0.217	0.336
0.1364	0.1407	288	0.1326	0.202	0.345
0.1424	0.1417	290	0.1281	0.213	0.348
0.1424	0.1427	292	0.1238	0.233	0.346
0.1424	0.1437	294	0.1205	0.261	0.341
0.1176	0.1446	296	0.1172	0.26	0.338
0.1176	0.1456	298	0.1142	0.247	0.335
0.1116	0.1466	300	0.1114	0.238	0.333
0.1116	0.1476	302	0.1088	0.242	0.332
0.1116	0.1485	304	0.1045	0.259	0.349
0.1127	0.1495	306	0.1008	0.273	0.354
0.1127	0.1505	308	0.0977	0.298	0.357
0.1084	0.1515	310	0.0953	0.294	0.363
0.1084	0.1525	312	0.0925	0.287	0.359
0.1084	0.1534	314	0.0890	0.278	0.35
0.0945	0.1544	316	0.0866	0.277	0.361
0.0945	0.1554	318	0.0839	0.273	0.35
0.0869	0.1564	320	0.0812	0.257	0.338
0.0869	0.1573	322	0.0786	0.273	0.339
0.0869	0.1583	324	0.0756	0.286	0.35
0.0877	0.1593	326	0.0731	0.264	0.356
0.0877	0.1603	328	0.0711	0.256	0.365
0.0823	0.1613	330	0.0689	0.267	0.356
0.0823	0.1622	332	0.0670	0.279	0.354
0.0823	0.1632	334	0.0647	0.295	0.362
0.0678	0.1642	336	0.0637	0.301	0.369
0.0678	0.1652	338	0.0613	0.302	0.372
0.0658	0.1661	340	0.0603	0.298	0.366
0.0658	0.1671	342	0.0587	0.296	0.352
0.0658	0.1681	344	0.0572	0.286	0.35
0.0607	0.1691	346	0.0560	0.283	0.353
0.0607	0.1700	348	0.0551	0.288	0.358
0.061	0.1710	350	0.0542	0.298	0.354
0.061	0.1720	352	0.0533	0.304	0.367
0.061	0.1730	354	0.0523	0.299	0.39
0.0602	0.1740	356	0.0515	0.317	0.372
0.0602	0.1749	358	0.0507	0.32	0.36
0.0594	0.1759	360	0.0498	0.306	0.354
0.0594	0.1769	362	0.0497	0.295	0.357
0.0594	0.1779	364	0.0494	0.299	0.367
0.0542	0.1788	366	0.0482	0.304	0.371
0.0542	0.1798	368	0.0482	0.296	0.368
0.055	0.1808	370	0.0474	0.291	0.355
0.055	0.1818	372	0.0467	0.308	0.362
0.055	0.1828	374	0.0452	0.313	0.374
0.0503	0.1837	376	0.0449	0.306	0.382
0.0503	0.1847	378	0.0443	0.296	0.381
0.0464	0.1857	380	0.0433	0.291	0.38
0.0464	0.1867	382	0.0425	0.271	0.37
0.0464	0.1876	384	0.0418	0.244	0.364
0.0493	0.1886	386	0.0411	0.23	0.369
0.0493	0.1896	388	0.0408	0.247	0.375
0.0442	0.1906	390	0.0402	0.287	0.385
0.0442	0.1915	392	0.0397	0.302	0.385
0.0442	0.1925	394	0.0396	0.315	0.379
0.0414	0.1935	396	0.0396	0.318	0.386
0.0414	0.1945	398	0.0391	0.322	0.405
0.0412	0.1955	400	0.0388	0.315	0.395
0.0412	0.1964	402	0.0388	0.326	0.39
0.0412	0.1974	404	0.0389	0.327	0.382
0.0402	0.1984	406	0.0390	0.317	0.385
0.0402	0.1994	408	0.0388	0.319	0.397
0.0401	0.2003	410	0.0392	0.325	0.395
0.0401	0.2013	412	0.0386	0.326	0.379
0.0401	0.2023	414	0.0379	0.329	0.378
0.0394	0.2033	416	0.0375	0.326	0.383
0.0394	0.2043	418	0.0378	0.313	0.39
0.039	0.2052	420	0.0377	0.298	0.395
0.039	0.2062	422	0.0375	0.297	0.393
0.039	0.2072	424	0.0370	0.26	0.382
0.0399	0.2082	426	0.0378	0.239	0.388
0.0399	0.2091	428	0.0376	0.245	0.391
0.0368	0.2101	430	0.0371	0.24	0.396
0.0368	0.2111	432	0.0366	0.261	0.391
0.0368	0.2121	434	0.0365	0.266	0.39
0.0388	0.2130	436	0.0359	0.287	0.391
0.0388	0.2140	438	0.0358	0.289	0.394
0.0361	0.2150	440	0.0352	0.294	0.399
0.0361	0.2160	442	0.0353	0.303	0.402
0.0361	0.2170	444	0.0359	0.316	0.402
0.0398	0.2179	446	0.0357	0.322	0.405
0.0398	0.2189	448	0.0351	0.328	0.409
0.0385	0.2199	450	0.0344	0.321	0.408
0.0385	0.2209	452	0.0342	0.323	0.396
0.0385	0.2218	454	0.0343	0.336	0.397
0.036	0.2228	456	0.0340	0.327	0.401
0.036	0.2238	458	0.0340	0.305	0.401
0.0354	0.2248	460	0.0336	0.31	0.405
0.0354	0.2258	462	0.0338	0.325	0.4
0.0354	0.2267	464	0.0336	0.342	0.398
0.0348	0.2277	466	0.0335	0.333	0.404
0.0348	0.2287	468	0.0336	0.331	0.404
0.0347	0.2297	470	0.0337	0.335	0.398
0.0347	0.2306	472	0.0337	0.339	0.39
0.0347	0.2316	474	0.0338	0.344	0.393
0.0334	0.2326	476	0.0342	0.344	0.392
0.0334	0.2336	478	0.0353	0.344	0.395
0.035	0.2345	480	0.0350	0.339	0.405
0.035	0.2355	482	0.0347	0.333	0.417
0.035	0.2365	484	0.0342	0.333	0.418
0.037	0.2375	486	0.0339	0.328	0.411
0.037	0.2385	488	0.0342	0.322	0.406
0.0348	0.2394	490	0.0341	0.323	0.4
0.0348	0.2404	492	0.0340	0.321	0.4
0.0348	0.2414	494	0.0340	0.325	0.399
0.0362	0.2424	496	0.0339	0.318	0.396
0.0362	0.2433	498	0.0338	0.322	0.4
0.0346	0.2443	500	0.0335	0.328	0.406
0.0346	0.2453	502	0.0334	0.332	0.416
0.0346	0.2463	504	0.0333	0.335	0.409
0.0366	0.2473	506	0.0330	0.334	0.399
0.0366	0.2482	508	0.0331	0.336	0.401
0.0349	0.2492	510	0.0332	0.324	0.413
0.0349	0.2502	512	0.0328	0.336	0.418
0.0349	0.2512	514	0.0334	0.351	0.422
0.0341	0.2521	516	0.0327	0.351	0.42
0.0341	0.2531	518	0.0329	0.356	0.424
0.0343	0.2541	520	0.0324	0.361	0.421
0.0343	0.2551	522	0.0320	0.367	0.424
0.0343	0.2560	524	0.0324	0.358	0.411
0.0322	0.2570	526	0.0317	0.366	0.411
0.0322	0.2580	528	0.0314	0.369	0.421
0.0349	0.2590	530	0.0317	0.358	0.433
0.0349	0.2600	532	0.0322	0.358	0.433
0.0349	0.2609	534	0.0320	0.361	0.412
0.0321	0.2619	536	0.0325	0.366	0.409
0.0321	0.2629	538	0.0322	0.381	0.424
0.0332	0.2639	540	0.0321	0.366	0.43
0.0332	0.2648	542	0.0321	0.359	0.444
0.0332	0.2658	544	0.0319	0.365	0.435
0.0338	0.2668	546	0.0318	0.381	0.418
0.0338	0.2678	548	0.0314	0.371	0.424
0.033	0.2688	550	0.0314	0.347	0.446
0.033	0.2697	552	0.0312	0.351	0.445
0.033	0.2707	554	0.0311	0.363	0.427
0.031	0.2717	556	0.0309	0.374	0.418
0.031	0.2727	558	0.0302	0.373	0.426
0.0318	0.2736	560	0.0304	0.379	0.442
0.0318	0.2746	562	0.0302	0.378	0.454
0.0318	0.2756	564	0.0303	0.376	0.455
0.0341	0.2766	566	0.0299	0.383	0.44
0.0341	0.2775	568	0.0296	0.389	0.437
0.031	0.2785	570	0.0296	0.389	0.439
0.031	0.2795	572	0.0294	0.392	0.434
0.031	0.2805	574	0.0291	0.396	0.443
0.0308	0.2815	576	0.0290	0.391	0.442
0.0308	0.2824	578	0.0291	0.379	0.445
0.0307	0.2834	580	0.0293	0.383	0.44
0.0307	0.2844	582	0.0292	0.398	0.442
0.0307	0.2854	584	0.0290	0.389	0.448
0.0303	0.2863	586	0.0290	0.384	0.437
0.0303	0.2873	588	0.0289	0.384	0.438
0.0312	0.2883	590	0.0286	0.391	0.437
0.0312	0.2893	592	0.0286	0.39	0.433
0.0312	0.2903	594	0.0286	0.387	0.434
0.0284	0.2912	596	0.0288	0.382	0.442
0.0284	0.2922	598	0.0285	0.389	0.454
0.0288	0.2932	600	0.0282	0.388	0.447
0.0288	0.2942	602	0.0283	0.39	0.449
0.0288	0.2951	604	0.0282	0.385	0.446
0.0278	0.2961	606	0.0280	0.382	0.452
0.0278	0.2971	608	0.0280	0.379	0.458
0.029	0.2981	610	0.0281	0.383	0.457
0.029	0.2990	612	0.0280	0.395	0.448
0.029	0.3000	614	0.0280	0.381	0.43
0.0285	0.3010	616	0.0281	0.392	0.442
0.0285	0.3020	618	0.0281	0.368	0.45
0.027	0.3030	620	0.0282	0.369	0.453
0.027	0.3039	622	0.0275	0.394	0.456
0.027	0.3049	624	0.0274	0.415	0.456
0.0311	0.3059	626	0.0275	0.411	0.45
0.0311	0.3069	628	0.0275	0.405	0.464
0.0304	0.3078	630	0.0276	0.383	0.476
0.0304	0.3088	632	0.0277	0.388	0.465
0.0304	0.3098	634	0.0277	0.401	0.437
0.0291	0.3108	636	0.0278	0.401	0.43
0.0291	0.3118	638	0.0276	0.401	0.469
0.0293	0.3127	640	0.0277	0.39	0.483
0.0293	0.3137	642	0.0274	0.419	0.495
0.0293	0.3147	644	0.0274	0.426	0.462
0.028	0.3157	646	0.0270	0.429	0.464
0.028	0.3166	648	0.0269	0.411	0.488
0.0291	0.3176	650	0.0271	0.38	0.496
0.0291	0.3186	652	0.0270	0.377	0.481
0.0291	0.3196	654	0.0270	0.418	0.473
0.0283	0.3205	656	0.0270	0.412	0.458
0.0283	0.3215	658	0.0270	0.417	0.47
0.0288	0.3225	660	0.0271	0.388	0.484
0.0288	0.3235	662	0.0271	0.381	0.496
0.0288	0.3245	664	0.0269	0.398	0.486
0.0275	0.3254	666	0.0268	0.414	0.473
0.0275	0.3264	668	0.0266	0.411	0.471
0.0279	0.3274	670	0.0267	0.406	0.479
0.0279	0.3284	672	0.0268	0.407	0.492
0.0279	0.3293	674	0.0267	0.399	0.496
0.0277	0.3303	676	0.0266	0.405	0.486
0.0277	0.3313	678	0.0267	0.409	0.469
0.0267	0.3323	680	0.0269	0.415	0.467
0.0267	0.3333	682	0.0269	0.42	0.474
0.0267	0.3342	684	0.0268	0.4	0.489
0.0272	0.3352	686	0.0265	0.402	0.502
0.0272	0.3362	688	0.0261	0.402	0.49
0.0279	0.3372	690	0.0260	0.412	0.487
0.0279	0.3381	692	0.0262	0.413	0.488
0.0279	0.3391	694	0.0264	0.398	0.499
0.0263	0.3401	696	0.0262	0.394	0.515
0.0263	0.3411	698	0.0262	0.378	0.5
0.0273	0.3420	700	0.0264	0.385	0.493
0.0273	0.3430	702	0.0262	0.383	0.489
0.0273	0.3440	704	0.0260	0.392	0.496
0.0267	0.3450	706	0.0261	0.395	0.509
0.0267	0.3460	708	0.0262	0.426	0.501
0.0253	0.3469	710	0.0261	0.438	0.501
0.0253	0.3479	712	0.0259	0.435	0.502
0.0253	0.3489	714	0.0258	0.441	0.504
0.0268	0.3499	716	0.0260	0.423	0.487
0.0268	0.3508	718	0.0257	0.429	0.489
0.0259	0.3518	720	0.0256	0.43	0.49
0.0259	0.3528	722	0.0257	0.446	0.507
0.0259	0.3538	724	0.0257	0.451	0.506
0.025	0.3548	726	0.0256	0.452	0.518
0.025	0.3557	728	0.0255	0.454	0.523
0.0263	0.3567	730	0.0254	0.452	0.508
0.0263	0.3577	732	0.0256	0.437	0.499
0.0263	0.3587	734	0.0257	0.441	0.522
0.0265	0.3596	736	0.0256	0.442	0.527
0.0265	0.3606	738	0.0254	0.456	0.521
0.0266	0.3616	740	0.0254	0.449	0.496
0.0266	0.3626	742	0.0254	0.455	0.5
0.0266	0.3635	744	0.0252	0.454	0.517
0.0257	0.3645	746	0.0253	0.443	0.523
0.0257	0.3655	748	0.0252	0.466	0.526
0.0249	0.3665	750	0.0251	0.472	0.509
0.0249	0.3675	752	0.0250	0.473	0.51
0.0249	0.3684	754	0.0251	0.475	0.529
0.0263	0.3694	756	0.0250	0.473	0.539
0.0263	0.3704	758	0.0250	0.485	0.529
0.0247	0.3714	760	0.0250	0.471	0.515
0.0247	0.3723	762	0.0249	0.48	0.524
0.0247	0.3733	764	0.0249	0.484	0.533
0.0248	0.3743	766	0.0249	0.464	0.546
0.0248	0.3753	768	0.0249	0.468	0.541
0.0259	0.3763	770	0.0248	0.484	0.532
0.0259	0.3772	772	0.0249	0.47	0.515
0.0259	0.3782	774	0.0248	0.473	0.527
0.0249	0.3792	776	0.0248	0.473	0.525
0.0249	0.3802	778	0.0249	0.482	0.539
0.0255	0.3811	780	0.0249	0.48	0.523
0.0255	0.3821	782	0.0249	0.48	0.522
0.0255	0.3831	784	0.0248	0.491	0.532
0.0259	0.3841	786	0.0248	0.473	0.532
0.0259	0.3850	788	0.0248	0.479	0.531
0.0258	0.3860	790	0.0247	0.488	0.526
0.0258	0.3870	792	0.0247	0.487	0.519
0.0258	0.3880	794	0.0246	0.496	0.525
0.0261	0.3890	796	0.0246	0.492	0.529
0.0261	0.3899	798	0.0246	0.492	0.545
0.0254	0.3909	800	0.0245	0.508	0.555
0.0254	0.3919	802	0.0245	0.49	0.532
0.0254	0.3929	804	0.0245	0.487	0.53
0.0261	0.3938	806	0.0245	0.486	0.544
0.0261	0.3948	808	0.0244	0.49	0.544
0.0265	0.3958	810	0.0245	0.494	0.542
0.0265	0.3968	812	0.0246	0.493	0.541
0.0265	0.3978	814	0.0245	0.487	0.54
0.024	0.3987	816	0.0245	0.492	0.536
0.024	0.3997	818	0.0244	0.495	0.537
0.0246	0.4007	820	0.0244	0.495	0.534
0.0246	0.4017	822	0.0243	0.507	0.544
0.0246	0.4026	824	0.0243	0.505	0.549
0.0249	0.4036	826	0.0242	0.496	0.547
0.0249	0.4046	828	0.0243	0.505	0.552
0.0251	0.4056	830	0.0243	0.501	0.538
0.0251	0.4065	832	0.0242	0.507	0.55
0.0251	0.4075	834	0.0243	0.507	0.557
0.0244	0.4085	836	0.0244	0.509	0.569
0.0244	0.4095	838	0.0242	0.509	0.569
0.0254	0.4105	840	0.0240	0.512	0.559
0.0254	0.4114	842	0.0240	0.503	0.55
0.0254	0.4124	844	0.0241	0.486	0.542
0.0242	0.4134	846	0.0241	0.494	0.542
0.0242	0.4144	848	0.0241	0.506	0.549
0.0242	0.4153	850	0.0241	0.508	0.559
0.0242	0.4163	852	0.0240	0.504	0.55
0.0242	0.4173	854	0.0239	0.513	0.563
0.0256	0.4183	856	0.0238	0.524	0.574
0.0256	0.4193	858	0.0239	0.524	0.576
0.0239	0.4202	860	0.0239	0.513	0.563
0.0239	0.4212	862	0.0239	0.518	0.563
0.0239	0.4222	864	0.0238	0.527	0.575
0.0243	0.4232	866	0.0238	0.522	0.575
0.0243	0.4241	868	0.0238	0.529	0.577
0.0252	0.4251	870	0.0238	0.528	0.574
0.0252	0.4261	872	0.0237	0.526	0.568
0.0252	0.4271	874	0.0237	0.523	0.566
0.0247	0.4280	876	0.0237	0.526	0.579
0.0247	0.4290	878	0.0237	0.522	0.567
0.0236	0.4300	880	0.0238	0.539	0.573
0.0236	0.4310	882	0.0236	0.544	0.581
0.0236	0.4320	884	0.0237	0.539	0.586
0.0242	0.4329	886	0.0237	0.543	0.598
0.0242	0.4339	888	0.0237	0.547	0.585
0.0249	0.4349	890	0.0237	0.538	0.567
0.0249	0.4359	892	0.0236	0.553	0.59
0.0249	0.4368	894	0.0236	0.546	0.605
0.0246	0.4378	896	0.0236	0.551	0.606
0.0246	0.4388	898	0.0236	0.548	0.584
0.0244	0.4398	900	0.0236	0.55	0.585
0.0244	0.4408	902	0.0237	0.557	0.601
0.0244	0.4417	904	0.0237	0.552	0.615
0.0247	0.4427	906	0.0236	0.532	0.619
0.0247	0.4437	908	0.0237	0.544	0.613
0.0245	0.4447	910	0.0240	0.548	0.594
0.0245	0.4456	912	0.0241	0.556	0.595
0.0245	0.4466	914	0.0237	0.573	0.619
0.0242	0.4476	916	0.0237	0.553	0.618
0.0242	0.4486	918	0.0236	0.556	0.613
0.0236	0.4495	920	0.0236	0.567	0.605
0.0236	0.4505	922	0.0237	0.559	0.606
0.0236	0.4515	924	0.0236	0.558	0.618
0.0239	0.4525	926	0.0235	0.563	0.617
0.0239	0.4535	928	0.0235	0.563	0.616
0.0235	0.4544	930	0.0235	0.569	0.625
0.0235	0.4554	932	0.0234	0.558	0.632
0.0235	0.4564	934	0.0234	0.553	0.633
0.0239	0.4574	936	0.0236	0.548	0.623
0.0239	0.4583	938	0.0238	0.538	0.601
0.0234	0.4593	940	0.0238	0.537	0.599
0.0234	0.4603	942	0.0236	0.538	0.602
0.0234	0.4613	944	0.0236	0.553	0.615
0.0237	0.4623	946	0.0235	0.56	0.621
0.0237	0.4632	948	0.0234	0.559	0.608
0.0238	0.4642	950	0.0235	0.559	0.606
0.0238	0.4652	952	0.0234	0.553	0.605
0.0238	0.4662	954	0.0235	0.548	0.602
0.0244	0.4671	956	0.0235	0.54	0.609
0.0244	0.4681	958	0.0234	0.539	0.614
0.0247	0.4691	960	0.0234	0.54	0.613
0.0247	0.4701	962	0.0235	0.548	0.609
0.0247	0.4710	964	0.0236	0.552	0.616
0.0238	0.4720	966	0.0233	0.545	0.618
0.0238	0.4730	968	0.0233	0.543	0.605
0.0243	0.4740	970	0.0232	0.55	0.608
0.0243	0.4750	972	0.0231	0.538	0.605
0.0243	0.4759	974	0.0232	0.545	0.619
0.0234	0.4769	976	0.0233	0.543	0.616
0.0234	0.4779	978	0.0234	0.554	0.622
0.0242	0.4789	980	0.0233	0.559	0.632
0.0242	0.4798	982	0.0233	0.558	0.635
0.0242	0.4808	984	0.0234	0.545	0.639
0.024	0.4818	986	0.0232	0.558	0.632
0.024	0.4828	988	0.0232	0.578	0.617
0.0243	0.4838	990	0.0233	0.583	0.62
0.0243	0.4847	992	0.0235	0.581	0.636
0.0243	0.4857	994	0.0233	0.582	0.633
0.0238	0.4867	996	0.0235	0.587	0.619
0.0238	0.4877	998	0.0234	0.6	0.631
0.0241	0.4886	1000	0.0233	0.607	0.643
0.0241	0.4896	1002	0.0234	0.601	0.641
0.0241	0.4906	1004	0.0235	0.585	0.64
0.0241	0.4916	1006	0.0233	0.587	0.645
0.0241	0.4925	1008	0.0231	0.597	0.64
0.0233	0.4935	1010	0.0231	0.585	0.622
0.0233	0.4945	1012	0.0231	0.589	0.623
0.0233	0.4955	1014	0.0230	0.598	0.647
0.0231	0.4965	1016	0.0230	0.586	0.644
0.0231	0.4974	1018	0.0229	0.601	0.643
0.0233	0.4984	1020	0.0229	0.615	0.645
0.0233	0.4994	1022	0.0229	0.613	0.634
0.0233	0.5004	1024	0.0229	0.606	0.63
0.0228	0.5013	1026	0.0228	0.615	0.648
0.0228	0.5023	1028	0.0229	0.607	0.643
0.0226	0.5033	1030	0.0229	0.605	0.651
0.0226	0.5043	1032	0.0228	0.595	0.643
0.0226	0.5053	1034	0.0228	0.607	0.644
0.0235	0.5062	1036	0.0227	0.607	0.641
0.0235	0.5072	1038	0.0228	0.612	0.646
0.023	0.5082	1040	0.0229	0.611	0.649
0.023	0.5092	1042	0.0228	0.599	0.645
0.023	0.5101	1044	0.0228	0.6	0.653
0.0231	0.5111	1046	0.0227	0.607	0.639
0.0231	0.5121	1048	0.0227	0.604	0.625
0.0235	0.5131	1050	0.0226	0.607	0.636
0.0235	0.5140	1052	0.0228	0.596	0.652
0.0235	0.5150	1054	0.0227	0.607	0.651
0.0228	0.5160	1056	0.0227	0.609	0.64
0.0228	0.5170	1058	0.0225	0.603	0.641
0.0234	0.5180	1060	0.0225	0.582	0.655
0.0234	0.5189	1062	0.0225	0.559	0.655
0.0234	0.5199	1064	0.0225	0.576	0.655
0.0233	0.5209	1066	0.0226	0.596	0.649
0.0233	0.5219	1068	0.0226	0.588	0.641
0.0236	0.5228	1070	0.0226	0.61	0.666
0.0236	0.5238	1072	0.0227	0.59	0.675
0.0236	0.5248	1074	0.0226	0.589	0.666
0.0227	0.5258	1076	0.0225	0.6	0.647
0.0227	0.5268	1078	0.0226	0.598	0.642
0.0232	0.5277	1080	0.0225	0.611	0.658
0.0232	0.5287	1082	0.0225	0.587	0.661
0.0232	0.5297	1084	0.0224	0.581	0.657
0.0234	0.5307	1086	0.0223	0.593	0.641
0.0234	0.5316	1088	0.0223	0.582	0.625
0.0233	0.5326	1090	0.0223	0.604	0.646
0.0233	0.5336	1092	0.0222	0.601	0.663
0.0233	0.5346	1094	0.0223	0.568	0.683
0.0221	0.5355	1096	0.0223	0.554	0.682
0.0221	0.5365	1098	0.0222	0.598	0.662
0.0219	0.5375	1100	0.0223	0.574	0.633
0.0219	0.5385	1102	0.0223	0.572	0.639
0.0219	0.5395	1104	0.0223	0.565	0.68
0.0221	0.5404	1106	0.0224	0.543	0.687
0.0221	0.5414	1108	0.0221	0.584	0.673
0.0229	0.5424	1110	0.0223	0.552	0.624
0.0229	0.5434	1112	0.0221	0.585	0.671
0.0229	0.5443	1114	0.0221	0.589	0.702
0.0226	0.5453	1116	0.0222	0.567	0.702
0.0226	0.5463	1118	0.0221	0.609	0.695
0.0226	0.5473	1120	0.0220	0.609	0.678
0.0226	0.5483	1122	0.0220	0.611	0.674
0.0226	0.5492	1124	0.0220	0.616	0.705
0.0222	0.5502	1126	0.0220	0.594	0.7
0.0222	0.5512	1128	0.0219	0.597	0.692
0.0229	0.5522	1130	0.0219	0.589	0.673
0.0229	0.5531	1132	0.0219	0.586	0.679
0.0229	0.5541	1134	0.0219	0.573	0.676
0.0218	0.5551	1136	0.0220	0.557	0.681
0.0218	0.5561	1138	0.0219	0.579	0.68
0.0218	0.5570	1140	0.0220	0.578	0.663
0.0218	0.5580	1142	0.0220	0.583	0.657
0.0218	0.5590	1144	0.0219	0.587	0.669
0.0218	0.5600	1146	0.0218	0.597	0.683
0.0218	0.5610	1148	0.0218	0.605	0.684
0.0217	0.5619	1150	0.0218	0.6	0.683
0.0217	0.5629	1152	0.0218	0.603	0.688
0.0217	0.5639	1154	0.0218	0.594	0.692
0.0224	0.5649	1156	0.0218	0.578	0.691
0.0224	0.5658	1158	0.0218	0.586	0.689
0.0221	0.5668	1160	0.0217	0.593	0.687
0.0221	0.5678	1162	0.0217	0.609	0.691
0.0221	0.5688	1164	0.0217	0.603	0.685
0.0222	0.5698	1166	0.0216	0.613	0.687
0.0222	0.5707	1168	0.0216	0.625	0.702
0.0217	0.5717	1170	0.0216	0.613	0.699
0.0217	0.5727	1172	0.0216	0.626	0.709
0.0217	0.5737	1174	0.0216	0.63	0.703
0.0229	0.5746	1176	0.0218	0.628	0.688
0.0229	0.5756	1178	0.0219	0.615	0.676
0.0229	0.5766	1180	0.0218	0.627	0.7
0.0229	0.5776	1182	0.0218	0.633	0.705
0.0229	0.5785	1184	0.0217	0.642	0.704
0.0224	0.5795	1186	0.0216	0.653	0.692
0.0224	0.5805	1188	0.0216	0.633	0.674
0.022	0.5815	1190	0.0215	0.65	0.694
0.022	0.5825	1192	0.0215	0.625	0.699
0.022	0.5834	1194	0.0216	0.631	0.712
0.0212	0.5844	1196	0.0215	0.644	0.724
0.0212	0.5854	1198	0.0215	0.651	0.714
0.0213	0.5864	1200	0.0215	0.64	0.701
0.0213	0.5873	1202	0.0215	0.643	0.701
0.0213	0.5883	1204	0.0214	0.643	0.71
0.0217	0.5893	1206	0.0215	0.64	0.718
0.0217	0.5903	1208	0.0214	0.641	0.721
0.0224	0.5913	1210	0.0214	0.65	0.717
0.0224	0.5922	1212	0.0215	0.656	0.716
0.0224	0.5932	1214	0.0214	0.654	0.719
0.0227	0.5942	1216	0.0215	0.647	0.712
0.0227	0.5952	1218	0.0215	0.648	0.715
0.0215	0.5961	1220	0.0214	0.664	0.723
0.0215	0.5971	1222	0.0214	0.657	0.715
0.0215	0.5981	1224	0.0214	0.65	0.712
0.0216	0.5991	1226	0.0214	0.654	0.711
0.0216	0.6000	1228	0.0214	0.645	0.702
0.0213	0.6010	1230	0.0214	0.647	0.722
0.0213	0.6020	1232	0.0213	0.631	0.722
0.0213	0.6030	1234	0.0213	0.628	0.731
0.0218	0.6040	1236	0.0212	0.629	0.737
0.0218	0.6049	1238	0.0212	0.627	0.726
0.0213	0.6059	1240	0.0212	0.613	0.718
0.0213	0.6069	1242	0.0212	0.622	0.719
0.0213	0.6079	1244	0.0212	0.617	0.72
0.0218	0.6088	1246	0.0211	0.61	0.729
0.0218	0.6098	1248	0.0212	0.594	0.728
0.0216	0.6108	1250	0.0211	0.622	0.735
0.0216	0.6118	1252	0.0211	0.614	0.711
0.0216	0.6128	1254	0.0212	0.619	0.71
0.0217	0.6137	1256	0.0212	0.622	0.718
0.0217	0.6147	1258	0.0213	0.607	0.716
0.0216	0.6157	1260	0.0212	0.617	0.723
0.0216	0.6167	1262	0.0211	0.638	0.72
0.0216	0.6176	1264	0.0211	0.646	0.722
0.0219	0.6186	1266	0.0211	0.648	0.734
0.0219	0.6196	1268	0.0211	0.642	0.73
0.0213	0.6206	1270	0.0212	0.641	0.734
0.0213	0.6215	1272	0.0211	0.645	0.734
0.0213	0.6225	1274	0.0211	0.655	0.731
0.0214	0.6235	1276	0.0211	0.649	0.722
0.0214	0.6245	1278	0.0211	0.652	0.73
0.0211	0.6255	1280	0.0212	0.634	0.727
0.0211	0.6264	1282	0.0212	0.624	0.726
0.0211	0.6274	1284	0.0212	0.626	0.722
0.0219	0.6284	1286	0.0212	0.633	0.72
0.0219	0.6294	1288	0.0211	0.646	0.725
0.0215	0.6303	1290	0.0211	0.663	0.731
0.0215	0.6313	1292	0.0211	0.668	0.745
0.0215	0.6323	1294	0.0211	0.671	0.745
0.0211	0.6333	1296	0.0210	0.679	0.74
0.0211	0.6343	1298	0.0211	0.688	0.736
0.021	0.6352	1300	0.0211	0.7	0.741
0.021	0.6362	1302	0.0210	0.704	0.744
0.021	0.6372	1304	0.0210	0.709	0.75
0.0216	0.6382	1306	0.0210	0.703	0.742
0.0216	0.6391	1308	0.0210	0.709	0.747
0.0214	0.6401	1310	0.0209	0.708	0.74
0.0214	0.6411	1312	0.0209	0.704	0.73
0.0214	0.6421	1314	0.0209	0.705	0.735
0.0219	0.6430	1316	0.0208	0.712	0.742
0.0219	0.6440	1318	0.0208	0.701	0.74
0.0213	0.6450	1320	0.0209	0.706	0.744
0.0213	0.6460	1322	0.0209	0.719	0.748
0.0213	0.6470	1324	0.0209	0.712	0.744
0.0213	0.6479	1326	0.0209	0.723	0.752
0.0213	0.6489	1328	0.0209	0.722	0.761
0.0196	0.6499	1330	0.0209	0.706	0.757
0.0196	0.6509	1332	0.0209	0.685	0.743
0.0196	0.6518	1334	0.0209	0.705	0.754
0.0216	0.6528	1336	0.0208	0.696	0.739
0.0216	0.6538	1338	0.0208	0.691	0.732
0.0215	0.6548	1340	0.0209	0.688	0.731
0.0215	0.6558	1342	0.0209	0.697	0.743
0.0215	0.6567	1344	0.0209	0.686	0.747
0.0205	0.6577	1346	0.0209	0.689	0.741
0.0205	0.6587	1348	0.0208	0.696	0.749
0.0222	0.6597	1350	0.0208	0.698	0.754
0.0222	0.6606	1352	0.0208	0.712	0.76
0.0222	0.6616	1354	0.0208	0.711	0.758
0.0203	0.6626	1356	0.0208	0.713	0.762
0.0203	0.6636	1358	0.0208	0.714	0.761
0.022	0.6645	1360	0.0208	0.714	0.759
0.022	0.6655	1362	0.0208	0.707	0.747
0.022	0.6665	1364	0.0208	0.695	0.734
0.0208	0.6675	1366	0.0208	0.691	0.735
0.0208	0.6685	1368	0.0208	0.7	0.746
0.0213	0.6694	1370	0.0208	0.698	0.749
0.0213	0.6704	1372	0.0207	0.707	0.754
0.0213	0.6714	1374	0.0206	0.709	0.769
0.0207	0.6724	1376	0.0206	0.711	0.765
0.0207	0.6733	1378	0.0206	0.716	0.764
0.021	0.6743	1380	0.0206	0.716	0.761
0.021	0.6753	1382	0.0206	0.715	0.764
0.021	0.6763	1384	0.0206	0.71	0.768
0.0213	0.6773	1386	0.0206	0.695	0.765
0.0213	0.6782	1388	0.0206	0.705	0.766
0.0205	0.6792	1390	0.0206	0.701	0.76
0.0205	0.6802	1392	0.0206	0.703	0.761
0.0205	0.6812	1394	0.0206	0.706	0.756
0.0213	0.6821	1396	0.0207	0.697	0.758
0.0213	0.6831	1398	0.0206	0.702	0.767
0.0209	0.6841	1400	0.0206	0.714	0.774
0.0209	0.6851	1402	0.0206	0.71	0.774
0.0209	0.6860	1404	0.0206	0.72	0.78
0.0208	0.6870	1406	0.0205	0.726	0.773
0.0208	0.6880	1408	0.0205	0.736	0.783
0.0204	0.6890	1410	0.0205	0.726	0.781
0.0204	0.6900	1412	0.0205	0.731	0.779
0.0204	0.6909	1414	0.0205	0.726	0.776
0.0216	0.6919	1416	0.0205	0.727	0.776
0.0216	0.6929	1418	0.0205	0.729	0.775
0.021	0.6939	1420	0.0205	0.74	0.779
0.021	0.6948	1422	0.0205	0.73	0.768
0.021	0.6958	1424	0.0205	0.733	0.772
0.021	0.6968	1426	0.0205	0.739	0.781
0.021	0.6978	1428	0.0205	0.738	0.782
0.0208	0.6988	1430	0.0205	0.747	0.791
0.0208	0.6997	1432	0.0204	0.745	0.786
0.0208	0.7007	1434	0.0204	0.741	0.786
0.0212	0.7017	1436	0.0204	0.744	0.782
0.0212	0.7027	1438	0.0204	0.739	0.777
0.0208	0.7036	1440	0.0204	0.737	0.78
0.0208	0.7046	1442	0.0204	0.732	0.78
0.0208	0.7056	1444	0.0204	0.74	0.786
0.0208	0.7066	1446	0.0205	0.725	0.772
0.0208	0.7075	1448	0.0205	0.73	0.782
0.02	0.7085	1450	0.0204	0.738	0.784
0.02	0.7095	1452	0.0204	0.739	0.785
0.02	0.7105	1454	0.0204	0.73	0.777
0.0203	0.7115	1456	0.0204	0.732	0.775
0.0203	0.7124	1458	0.0204	0.735	0.776
0.0199	0.7134	1460	0.0203	0.74	0.784
0.0199	0.7144	1462	0.0203	0.739	0.793
0.0199	0.7154	1464	0.0203	0.734	0.794
0.0205	0.7163	1466	0.0203	0.722	0.795
0.0205	0.7173	1468	0.0203	0.715	0.791
0.0208	0.7183	1470	0.0203	0.723	0.784
0.0208	0.7193	1472	0.0203	0.73	0.782
0.0208	0.7203	1474	0.0203	0.733	0.783
0.0205	0.7212	1476	0.0203	0.728	0.783
0.0205	0.7222	1478	0.0203	0.732	0.782
0.0202	0.7232	1480	0.0203	0.735	0.787
0.0202	0.7242	1482	0.0203	0.744	0.794
0.0202	0.7251	1484	0.0202	0.737	0.789
0.0201	0.7261	1486	0.0202	0.739	0.784
0.0201	0.7271	1488	0.0203	0.75	0.789
0.0213	0.7281	1490	0.0203	0.754	0.791
0.0213	0.7290	1492	0.0203	0.754	0.788
0.0213	0.7300	1494	0.0202	0.751	0.79
0.0199	0.7310	1496	0.0202	0.752	0.781
0.0199	0.7320	1498	0.0202	0.768	0.795
0.0208	0.7330	1500	0.0202	0.762	0.788
0.0208	0.7339	1502	0.0202	0.757	0.788
0.0208	0.7349	1504	0.0202	0.761	0.793
0.0204	0.7359	1506	0.0202	0.763	0.795
0.0204	0.7369	1508	0.0201	0.761	0.795
0.0201	0.7378	1510	0.0201	0.755	0.793
0.0201	0.7388	1512	0.0201	0.752	0.791
0.0201	0.7398	1514	0.0201	0.75	0.788
0.0196	0.7408	1516	0.0201	0.743	0.78
0.0196	0.7418	1518	0.0201	0.736	0.778
0.0203	0.7427	1520	0.0201	0.739	0.786
0.0203	0.7437	1522	0.0201	0.731	0.788
0.0203	0.7447	1524	0.0201	0.731	0.793
0.0205	0.7457	1526	0.0201	0.726	0.796
0.0205	0.7466	1528	0.0201	0.725	0.797
0.0198	0.7476	1530	0.0201	0.718	0.799
0.0198	0.7486	1532	0.0201	0.721	0.797
0.0198	0.7496	1534	0.0201	0.72	0.796
0.0205	0.7505	1536	0.0201	0.718	0.793
0.0205	0.7515	1538	0.0201	0.732	0.802
0.0204	0.7525	1540	0.0201	0.736	0.806
0.0204	0.7535	1542	0.0200	0.728	0.801
0.0204	0.7545	1544	0.0200	0.725	0.802
0.0212	0.7554	1546	0.0200	0.733	0.8
0.0212	0.7564	1548	0.0200	0.725	0.787
0.0198	0.7574	1550	0.0200	0.724	0.786
0.0198	0.7584	1552	0.0200	0.731	0.799
0.0198	0.7593	1554	0.0199	0.739	0.8
0.0205	0.7603	1556	0.0199	0.741	0.806
0.0205	0.7613	1558	0.0199	0.742	0.808
0.0201	0.7623	1560	0.0200	0.734	0.81
0.0201	0.7633	1562	0.0200	0.737	0.808
0.0201	0.7642	1564	0.0200	0.734	0.812
0.0195	0.7652	1566	0.0200	0.731	0.81
0.0195	0.7662	1568	0.0200	0.728	0.804
0.0194	0.7672	1570	0.0200	0.732	0.81
0.0194	0.7681	1572	0.0200	0.727	0.807
0.0194	0.7691	1574	0.0200	0.732	0.813
0.0197	0.7701	1576	0.0200	0.737	0.812
0.0197	0.7711	1578	0.0200	0.739	0.81
0.0204	0.7720	1580	0.0199	0.74	0.811
0.0204	0.7730	1582	0.0199	0.74	0.81
0.0204	0.7740	1584	0.0199	0.741	0.814
0.0201	0.7750	1586	0.0199	0.737	0.812
0.0201	0.7760	1588	0.0200	0.735	0.808
0.0204	0.7769	1590	0.0199	0.733	0.808
0.0204	0.7779	1592	0.0200	0.731	0.805
0.0204	0.7789	1594	0.0200	0.728	0.808
0.0207	0.7799	1596	0.0200	0.721	0.805
0.0207	0.7808	1598	0.0200	0.713	0.807
0.0203	0.7818	1600	0.0200	0.71	0.813
0.0203	0.7828	1602	0.0199	0.696	0.81
0.0203	0.7838	1604	0.0199	0.698	0.815
0.0199	0.7848	1606	0.0199	0.696	0.821
0.0199	0.7857	1608	0.0199	0.693	0.82
0.0207	0.7867	1610	0.0199	0.689	0.823
0.0207	0.7877	1612	0.0199	0.677	0.815
0.0207	0.7887	1614	0.0199	0.68	0.816
0.0208	0.7896	1616	0.0199	0.688	0.818
0.0208	0.7906	1618	0.0199	0.686	0.818
0.0205	0.7916	1620	0.0199	0.693	0.816
0.0205	0.7926	1622	0.0199	0.694	0.815
0.0205	0.7935	1624	0.0199	0.692	0.813
0.0204	0.7945	1626	0.0199	0.682	0.811
0.0204	0.7955	1628	0.0198	0.683	0.814
0.0207	0.7965	1630	0.0198	0.68	0.814
0.0207	0.7975	1632	0.0198	0.676	0.816
0.0207	0.7984	1634	0.0198	0.683	0.823
0.0205	0.7994	1636	0.0198	0.69	0.824
0.0205	0.8004	1638	0.0198	0.692	0.826
0.0196	0.8014	1640	0.0198	0.686	0.826
0.0196	0.8023	1642	0.0198	0.692	0.824
0.0196	0.8033	1644	0.0198	0.703	0.82
0.0198	0.8043	1646	0.0198	0.701	0.82
0.0198	0.8053	1648	0.0198	0.712	0.819
0.0195	0.8063	1650	0.0198	0.715	0.813
0.0195	0.8072	1652	0.0198	0.72	0.811
0.0195	0.8082	1654	0.0198	0.721	0.809
0.0197	0.8092	1656	0.0198	0.72	0.814
0.0197	0.8102	1658	0.0198	0.724	0.816
0.0205	0.8111	1660	0.0198	0.738	0.824
0.0205	0.8121	1662	0.0198	0.729	0.818
0.0205	0.8131	1664	0.0198	0.731	0.822
0.0201	0.8141	1666	0.0197	0.732	0.823
0.0201	0.8151	1668	0.0197	0.74	0.829
0.02	0.8160	1670	0.0197	0.717	0.822
0.02	0.8170	1672	0.0197	0.727	0.821
0.02	0.8180	1674	0.0197	0.732	0.822
0.0196	0.8190	1676	0.0197	0.729	0.817
0.0196	0.8199	1678	0.0197	0.728	0.816
0.0204	0.8209	1680	0.0198	0.727	0.806
0.0204	0.8219	1682	0.0197	0.728	0.817
0.0204	0.8229	1684	0.0197	0.73	0.812
0.0201	0.8238	1686	0.0197	0.733	0.819
0.0201	0.8248	1688	0.0197	0.741	0.821
0.0201	0.8258	1690	0.0197	0.742	0.819
0.0201	0.8268	1692	0.0197	0.743	0.814
0.0201	0.8278	1694	0.0197	0.748	0.818
0.0209	0.8287	1696	0.0197	0.754	0.823
0.0209	0.8297	1698	0.0197	0.751	0.814
0.0199	0.8307	1700	0.0197	0.748	0.816
0.0199	0.8317	1702	0.0197	0.756	0.817
0.0199	0.8326	1704	0.0197	0.743	0.814
0.0206	0.8336	1706	0.0197	0.748	0.822
0.0206	0.8346	1708	0.0197	0.745	0.819
0.0202	0.8356	1710	0.0197	0.743	0.817
0.0202	0.8366	1712	0.0197	0.749	0.817
0.0202	0.8375	1714	0.0197	0.742	0.82
0.0201	0.8385	1716	0.0197	0.741	0.822
0.0201	0.8395	1718	0.0197	0.746	0.824
0.0208	0.8405	1720	0.0197	0.741	0.826
0.0208	0.8414	1722	0.0197	0.735	0.814
0.0208	0.8424	1724	0.0197	0.735	0.817
0.0197	0.8434	1726	0.0197	0.737	0.819
0.0197	0.8444	1728	0.0197	0.727	0.814
0.02	0.8453	1730	0.0197	0.735	0.812
0.02	0.8463	1732	0.0197	0.733	0.812
0.02	0.8473	1734	0.0197	0.733	0.815
0.0199	0.8483	1736	0.0197	0.736	0.822
0.0199	0.8493	1738	0.0197	0.745	0.818
0.0203	0.8502	1740	0.0197	0.741	0.817
0.0203	0.8512	1742	0.0197	0.742	0.823
0.0203	0.8522	1744	0.0197	0.751	0.825
0.0202	0.8532	1746	0.0196	0.746	0.818
0.0202	0.8541	1748	0.0196	0.754	0.823
0.0201	0.8551	1750	0.0196	0.747	0.823
0.0201	0.8561	1752	0.0196	0.751	0.824
0.0201	0.8571	1754	0.0196	0.746	0.82
0.0203	0.8581	1756	0.0196	0.751	0.826
0.0203	0.8590	1758	0.0196	0.739	0.82
0.0202	0.8600	1760	0.0196	0.741	0.822
0.0202	0.8610	1762	0.0196	0.745	0.821
0.0202	0.8620	1764	0.0196	0.744	0.82
0.019	0.8629	1766	0.0196	0.738	0.824
0.019	0.8639	1768	0.0196	0.745	0.833
0.02	0.8649	1770	0.0196	0.735	0.823
0.02	0.8659	1772	0.0197	0.736	0.822
0.02	0.8668	1774	0.0196	0.742	0.827
0.0204	0.8678	1776	0.0196	0.734	0.817
0.0204	0.8688	1778	0.0196	0.741	0.819
0.0198	0.8698	1780	0.0196	0.741	0.823
0.0198	0.8708	1782	0.0196	0.735	0.819
0.0198	0.8717	1784	0.0196	0.741	0.823
0.0194	0.8727	1786	0.0196	0.75	0.824
0.0194	0.8737	1788	0.0196	0.736	0.819
0.0194	0.8747	1790	0.0196	0.746	0.818
0.0194	0.8756	1792	0.0196	0.747	0.827
0.0194	0.8766	1794	0.0196	0.75	0.825
0.0204	0.8776	1796	0.0196	0.738	0.825
0.0204	0.8786	1798	0.0196	0.747	0.828
0.0198	0.8796	1800	0.0196	0.754	0.83
0.0198	0.8805	1802	0.0196	0.754	0.827
0.0198	0.8815	1804	0.0196	0.756	0.835
0.0208	0.8825	1806	0.0196	0.755	0.832
0.0208	0.8835	1808	0.0196	0.747	0.828
0.0204	0.8844	1810	0.0196	0.752	0.83
0.0204	0.8854	1812	0.0196	0.745	0.826
0.0204	0.8864	1814	0.0196	0.757	0.83
0.0193	0.8874	1816	0.0196	0.761	0.834
0.0193	0.8883	1818	0.0196	0.758	0.832
0.0198	0.8893	1820	0.0196	0.756	0.83
0.0198	0.8903	1822	0.0195	0.762	0.83
0.0198	0.8913	1824	0.0196	0.759	0.829
0.0199	0.8923	1826	0.0196	0.759	0.827
0.0199	0.8932	1828	0.0196	0.755	0.827
0.0198	0.8942	1830	0.0195	0.746	0.828
0.0198	0.8952	1832	0.0195	0.757	0.835
0.0198	0.8962	1834	0.0195	0.755	0.833
0.0193	0.8971	1836	0.0195	0.764	0.837
0.0193	0.8981	1838	0.0195	0.764	0.837
0.019	0.8991	1840	0.0195	0.751	0.829
0.019	0.9001	1842	0.0195	0.753	0.829
0.019	0.9011	1844	0.0195	0.765	0.836
0.0199	0.9020	1846	0.0195	0.761	0.834
0.0199	0.9030	1848	0.0195	0.762	0.832
0.0201	0.9040	1850	0.0195	0.76	0.835
0.0201	0.9050	1852	0.0195	0.76	0.833
0.0201	0.9059	1854	0.0195	0.757	0.838
0.0199	0.9069	1856	0.0195	0.76	0.834
0.0199	0.9079	1858	0.0195	0.759	0.831
0.0197	0.9089	1860	0.0195	0.761	0.836
0.0197	0.9098	1862	0.0195	0.751	0.833
0.0197	0.9108	1864	0.0195	0.761	0.837
0.0194	0.9118	1866	0.0195	0.763	0.837
0.0194	0.9128	1868	0.0195	0.767	0.838
0.0196	0.9138	1870	0.0195	0.752	0.828
0.0196	0.9147	1872	0.0195	0.761	0.833
0.0196	0.9157	1874	0.0195	0.764	0.835
0.019	0.9167	1876	0.0195	0.762	0.833
0.019	0.9177	1878	0.0195	0.764	0.832
0.0197	0.9186	1880	0.0195	0.76	0.835
0.0197	0.9196	1882	0.0195	0.757	0.836
0.0197	0.9206	1884	0.0195	0.76	0.834
0.0191	0.9216	1886	0.0195	0.767	0.837
0.0191	0.9226	1888	0.0195	0.761	0.829
0.0194	0.9235	1890	0.0195	0.769	0.839
0.0194	0.9245	1892	0.0195	0.778	0.841
0.0194	0.9255	1894	0.0195	0.765	0.836
0.0189	0.9265	1896	0.0195	0.76	0.834
0.0189	0.9274	1898	0.0195	0.763	0.836
0.0202	0.9284	1900	0.0195	0.766	0.836
0.0202	0.9294	1902	0.0195	0.759	0.832
0.0202	0.9304	1904	0.0195	0.761	0.833
0.02	0.9313	1906	0.0195	0.771	0.837
0.02	0.9323	1908	0.0195	0.762	0.834
0.0198	0.9333	1910	0.0195	0.765	0.835
0.0198	0.9343	1912	0.0195	0.767	0.837
0.0198	0.9353	1914	0.0195	0.759	0.839
0.0197	0.9362	1916	0.0195	0.764	0.836
0.0197	0.9372	1918	0.0195	0.766	0.838
0.0203	0.9382	1920	0.0195	0.762	0.839
0.0203	0.9392	1922	0.0195	0.764	0.839
0.0203	0.9401	1924	0.0195	0.766	0.84
0.0207	0.9411	1926	0.0195	0.767	0.836
0.0207	0.9421	1928	0.0195	0.759	0.838
0.0201	0.9431	1930	0.0195	0.771	0.843
0.0201	0.9441	1932	0.0195	0.767	0.842
0.0201	0.9450	1934	0.0195	0.767	0.835
0.0202	0.9460	1936	0.0195	0.767	0.845
0.0202	0.9470	1938	0.0195	0.767	0.841
0.0194	0.9480	1940	0.0195	0.757	0.831
0.0194	0.9489	1942	0.0195	0.763	0.837
0.0194	0.9499	1944	0.0195	0.76	0.836
0.02	0.9509	1946	0.0195	0.761	0.839
0.02	0.9519	1948	0.0195	0.758	0.83
0.0196	0.9528	1950	0.0195	0.769	0.834
0.0196	0.9538	1952	0.0195	0.763	0.833
0.0196	0.9548	1954	0.0195	0.767	0.84
0.0205	0.9558	1956	0.0195	0.763	0.834
0.0205	0.9568	1958	0.0195	0.769	0.839
0.0199	0.9577	1960	0.0195	0.754	0.834
0.0199	0.9587	1962	0.0195	0.775	0.844
0.0199	0.9597	1964	0.0195	0.764	0.838
0.0199	0.9607	1966	0.0195	0.772	0.842
0.0199	0.9616	1968	0.0195	0.761	0.843
0.0203	0.9626	1970	0.0195	0.766	0.841
0.0203	0.9636	1972	0.0195	0.759	0.835
0.0203	0.9646	1974	0.0195	0.766	0.835
0.019	0.9656	1976	0.0195	0.768	0.835
0.019	0.9665	1978	0.0195	0.762	0.835
0.0184	0.9675	1980	0.0195	0.767	0.837
0.0184	0.9685	1982	0.0195	0.766	0.835
0.0184	0.9695	1984	0.0195	0.763	0.835
0.0191	0.9704	1986	0.0195	0.765	0.838
0.0191	0.9714	1988	0.0195	0.768	0.837
0.0199	0.9724	1990	0.0195	0.765	0.837
0.0199	0.9734	1992	0.0195	0.77	0.837
0.0199	0.9743	1994	0.0195	0.768	0.84
0.0199	0.9753	1996	0.0195	0.766	0.837
0.0199	0.9763	1998	0.0195	0.762	0.835
0.0203	0.9773	2000	0.0195	0.768	0.839
0.0203	0.9783	2002	0.0195	0.771	0.84
0.0203	0.9792	2004	0.0195	0.762	0.837
0.0192	0.9802	2006	0.0195	0.759	0.835
0.0192	0.9812	2008	0.0195	0.763	0.839
0.02	0.9822	2010	0.0195	0.769	0.834
0.02	0.9831	2012	0.0195	0.763	0.83
0.02	0.9841	2014	0.0195	0.771	0.844
0.0192	0.9851	2016	0.0195	0.772	0.84
0.0192	0.9861	2018	0.0195	0.765	0.838
0.0203	0.9871	2020	0.0195	0.76	0.837
0.0203	0.9880	2022	0.0195	0.763	0.834
0.0203	0.9890	2024	0.0195	0.765	0.835
0.0197	0.9900	2026	0.0195	0.764	0.841
0.0197	0.9910	2028	0.0195	0.768	0.838
0.0191	0.9919	2030	0.0195	0.763	0.837
0.0191	0.9929	2032	0.0195	0.763	0.837
0.0191	0.9939	2034	0.0195	0.765	0.833
0.02	0.9949	2036	0.0195	0.761	0.827
0.02	0.9958	2038	0.0195	0.764	0.839
0.0198	0.9968	2040	0.0195	0.769	0.84
0.0198	0.9978	2042	0.0195	0.767	0.842
0.0198	0.9988	2044	0.0195	0.769	0.839
0.0197	0.9998	2046	0.0195	0.768	0.837

Framework versions

• PEFT 0.18.1
• Transformers 4.51.0
• Pytorch 2.8.0+cu128
• Datasets 3.6.0
• Tokenizers 0.21.0