quen_2.5_lora

This model is a fine-tuned version of Qwen/Qwen2.5-0.5B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.7387

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: 4e-05
• train_batch_size: 4
• eval_batch_size: 4
• seed: 0
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.01
• num_epochs: 32

Training results

Training Loss	Epoch	Step	Validation Loss
3.1208	0.0405	3	3.2027
3.1051	0.0811	6	3.1913
3.1475	0.1216	9	3.1761
2.9958	0.1622	12	3.1458
2.8187	0.2027	15	3.1096
2.8758	0.2432	18	3.0628
2.8679	0.2838	21	3.0088
2.8846	0.3243	24	2.9546
2.7974	0.3649	27	2.8958
2.8269	0.4054	30	2.8389
2.7379	0.4459	33	2.7776
2.6123	0.4865	36	2.7106
2.5641	0.5270	39	2.6495
2.5012	0.5676	42	2.5868
2.4825	0.6081	45	2.5148
2.336	0.6486	48	2.4660
2.4145	0.6892	51	2.4062
2.3906	0.7297	54	2.3530
2.2689	0.7703	57	2.2990
2.2372	0.8108	60	2.2181
2.2054	0.8514	63	2.1602
2.1776	0.8919	66	2.0944
1.9452	0.9324	69	2.0230
2.0305	0.9730	72	1.9619
1.8456	1.0135	75	1.8966
1.8186	1.0541	78	1.8361
1.7897	1.0946	81	1.7808
1.7574	1.1351	84	1.7257
1.7225	1.1757	87	1.6673
1.5421	1.2162	90	1.6174
1.5612	1.2568	93	1.5772
1.5226	1.2973	96	1.5207
1.4257	1.3378	99	1.4864
1.5004	1.3784	102	1.4500
1.3826	1.4189	105	1.4225
1.4051	1.4595	108	1.3967
1.4726	1.5	111	1.3684
1.2813	1.5405	114	1.3477
1.3158	1.5811	117	1.3245
1.2704	1.6216	120	1.3132
1.2899	1.6622	123	1.2953
1.5335	1.7027	126	1.2824
1.2311	1.7432	129	1.2727
1.2331	1.7838	132	1.2568
1.2152	1.8243	135	1.2386
1.2849	1.8649	138	1.2285
1.1681	1.9054	141	1.2190
1.2107	1.9459	144	1.2137
1.122	1.9865	147	1.2030
1.2358	2.0270	150	1.1939
1.444	2.0676	153	1.1884
1.2996	2.1081	156	1.1801
1.1422	2.1486	159	1.1748
1.1755	2.1892	162	1.1672
1.0404	2.2297	165	1.1653
1.1468	2.2703	168	1.1548
1.1091	2.3108	171	1.1488
1.1161	2.3514	174	1.1533
1.0319	2.3919	177	1.1421
1.0984	2.4324	180	1.1380
1.1694	2.4730	183	1.1273
0.9938	2.5135	186	1.1238
1.1249	2.5541	189	1.1151
1.2545	2.5946	192	1.1133
1.1458	2.6351	195	1.1104
1.1756	2.6757	198	1.1031
1.0413	2.7162	201	1.0978
1.0521	2.7568	204	1.0915
1.0209	2.7973	207	1.0917
0.9818	2.8378	210	1.0888
1.1486	2.8784	213	1.0861
1.0615	2.9189	216	1.0838
1.0094	2.9595	219	1.0781
1.027	3.0	222	1.0788
1.0367	3.0405	225	1.0744
1.0732	3.0811	228	1.0692
1.2963	3.1216	231	1.0681
1.0756	3.1622	234	1.0666
1.281	3.2027	237	1.0622
1.0219	3.2432	240	1.0607
1.0859	3.2838	243	1.0617
1.0362	3.3243	246	1.0554
0.9374	3.3649	249	1.0506
0.9561	3.4054	252	1.0439
1.0258	3.4459	255	1.0428
1.0305	3.4865	258	1.0417
1.0936	3.5270	261	1.0401
1.0279	3.5676	264	1.0381
0.9374	3.6081	267	1.0337
0.9181	3.6486	270	1.0314
1.1563	3.6892	273	1.0308
1.0048	3.7297	276	1.0329
1.0085	3.7703	279	1.0318
0.9796	3.8108	282	1.0305
1.0081	3.8514	285	1.0257
0.9767	3.8919	288	1.0221
0.9264	3.9324	291	1.0196
0.8994	3.9730	294	1.0177
0.8931	4.0135	297	1.0175
1.0456	4.0541	300	1.0140
0.9918	4.0946	303	1.0127
0.9371	4.1351	306	1.0089
0.9584	4.1757	309	1.0143
0.869	4.2162	312	1.0034
0.9225	4.2568	315	0.9995
0.9197	4.2973	318	1.0017
0.9189	4.3378	321	0.9999
0.9804	4.3784	324	0.9972
0.875	4.4189	327	0.9972
0.9624	4.4595	330	0.9968
1.0302	4.5	333	0.9937
0.9522	4.5405	336	0.9913
1.1925	4.5811	339	0.9910
0.9591	4.6216	342	0.9883
0.9859	4.6622	345	0.9852
1.1778	4.7027	348	0.9862
0.9507	4.7432	351	0.9867
0.9281	4.7838	354	0.9822
0.8874	4.8243	357	0.9779
1.0883	4.8649	360	0.9748
0.8251	4.9054	363	0.9764
0.9055	4.9459	366	0.9728
0.8919	4.9865	369	0.9768
1.0278	5.0270	372	0.9694
0.8941	5.0676	375	0.9679
1.0327	5.1081	378	0.9690
0.9175	5.1486	381	0.9655
0.8924	5.1892	384	0.9606
0.8728	5.2297	387	0.9610
1.1136	5.2703	390	0.9620
0.9395	5.3108	393	0.9580
0.9548	5.3514	396	0.9563
0.8094	5.3919	399	0.9535
1.1105	5.4324	402	0.9547
0.7559	5.4730	405	0.9552
1.0868	5.5135	408	0.9564
0.8924	5.5541	411	0.9534
0.7555	5.5946	414	0.9531
1.1301	5.6351	417	0.9530
0.853	5.6757	420	0.9504
0.8389	5.7162	423	0.9505
0.9227	5.7568	426	0.9475
0.8284	5.7973	429	0.9471
0.8861	5.8378	432	0.9462
0.8685	5.8784	435	0.9439
0.9224	5.9189	438	0.9397
1.0131	5.9595	441	0.9377
0.8987	6.0	444	0.9383
0.8799	6.0405	447	0.9382
1.0713	6.0811	450	0.9383
0.8875	6.1216	453	0.9358
1.1155	6.1622	456	0.9374
0.9545	6.2027	459	0.9332
0.856	6.2432	462	0.9301
0.8397	6.2838	465	0.9293
0.8901	6.3243	468	0.9270
0.8582	6.3649	471	0.9296
0.8374	6.4054	474	0.9270
0.8233	6.4459	477	0.9228
0.8611	6.4865	480	0.9205
0.9882	6.5270	483	0.9222
0.878	6.5676	486	0.9231
0.8198	6.6081	489	0.9216
0.8485	6.6486	492	0.9220
0.7551	6.6892	495	0.9232
0.9539	6.7297	498	0.9212
0.9046	6.7703	501	0.9219
0.8941	6.8108	504	0.9213
0.8578	6.8514	507	0.9151
0.8106	6.8919	510	0.9157
0.7412	6.9324	513	0.9164
0.9782	6.9730	516	0.9154
0.8391	7.0135	519	0.9178
1.0248	7.0541	522	0.9198
0.7815	7.0946	525	0.9139
0.7832	7.1351	528	0.9081
0.7286	7.1757	531	0.9074
0.7792	7.2162	534	0.9132
0.8675	7.2568	537	0.9078
0.8072	7.2973	540	0.9065
0.9848	7.3378	543	0.9038
1.1688	7.3784	546	0.9072
0.7637	7.4189	549	0.9032
0.8637	7.4595	552	0.8992
0.873	7.5	555	0.9019
0.8521	7.5405	558	0.9017
0.8397	7.5811	561	0.9028
0.8654	7.6216	564	0.8940
0.7825	7.6622	567	0.8960
0.929	7.7027	570	0.8933
0.8989	7.7432	573	0.8914
0.757	7.7838	576	0.8910
1.0276	7.8243	579	0.8913
0.6477	7.8649	582	0.8910
0.7152	7.9054	585	0.8939
0.9926	7.9459	588	0.8940
0.9186	7.9865	591	0.8911
0.7522	8.0270	594	0.8887
0.741	8.0676	597	0.8860
0.704	8.1081	600	0.8850
0.6462	8.1486	603	0.8892
0.8187	8.1892	606	0.8826
0.8307	8.2297	609	0.8789
0.851	8.2703	612	0.8809
1.031	8.3108	615	0.8828
1.0176	8.3514	618	0.8813
0.7549	8.3919	621	0.8778
0.8189	8.4324	624	0.8763
1.1007	8.4730	627	0.8750
0.8216	8.5135	630	0.8762
0.715	8.5541	633	0.8743
0.8203	8.5946	636	0.8763
0.7866	8.6351	639	0.8748
0.9153	8.6757	642	0.8728
0.9688	8.7162	645	0.8685
0.6317	8.7568	648	0.8710
0.7267	8.7973	651	0.8707
0.8292	8.8378	654	0.8691
0.8516	8.8784	657	0.8648
0.7637	8.9189	660	0.8676
0.7873	8.9595	663	0.8703
0.9375	9.0	666	0.8711
0.7844	9.0405	669	0.8634
0.7969	9.0811	672	0.8639
1.0146	9.1216	675	0.8647
0.9386	9.1622	678	0.8636
0.7381	9.2027	681	0.8611
0.7708	9.2432	684	0.8619
0.8501	9.2838	687	0.8636
1.0895	9.3243	690	0.8624
0.7784	9.3649	693	0.8624
0.7794	9.4054	696	0.8637
0.6984	9.4459	699	0.8590
0.9442	9.4865	702	0.8558
0.8026	9.5270	705	0.8558
0.8767	9.5676	708	0.8536
0.7298	9.6081	711	0.8511
0.6928	9.6486	714	0.8524
0.7068	9.6892	717	0.8532
0.7159	9.7297	720	0.8539
0.627	9.7703	723	0.8534
0.7097	9.8108	726	0.8557
0.6333	9.8514	729	0.8602
0.858	9.8919	732	0.8563
0.8599	9.9324	735	0.8547
0.8943	9.9730	738	0.8533
0.6119	10.0135	741	0.8536
0.7747	10.0541	744	0.8496
0.6964	10.0946	747	0.8481
0.8405	10.1351	750	0.8477
0.7406	10.1757	753	0.8468
0.8602	10.2162	756	0.8464
0.7174	10.2568	759	0.8424
0.8197	10.2973	762	0.8421
0.9546	10.3378	765	0.8408
0.8244	10.3784	768	0.8390
0.8684	10.4189	771	0.8381
0.6375	10.4595	774	0.8381
1.0448	10.5	777	0.8379
0.7016	10.5405	780	0.8392
0.7816	10.5811	783	0.8380
0.7377	10.6216	786	0.8390
0.8123	10.6622	789	0.8397
0.7813	10.7027	792	0.8403
0.7057	10.7432	795	0.8377
0.8193	10.7838	798	0.8391
0.641	10.8243	801	0.8395
0.7123	10.8649	804	0.8363
0.895	10.9054	807	0.8356
0.7314	10.9459	810	0.8318
0.6816	10.9865	813	0.8328
0.7839	11.0270	816	0.8333
0.6903	11.0676	819	0.8403
0.8589	11.1081	822	0.8388
0.7616	11.1486	825	0.8345
0.8326	11.1892	828	0.8337
0.6695	11.2297	831	0.8311
0.6722	11.2703	834	0.8330
0.6469	11.3108	837	0.8343
0.7524	11.3514	840	0.8335
0.9929	11.3919	843	0.8263
0.9125	11.4324	846	0.8253
0.7264	11.4730	849	0.8281
0.7659	11.5135	852	0.8258
0.5996	11.5541	855	0.8266
0.9027	11.5946	858	0.8246
0.7925	11.6351	861	0.8287
0.7139	11.6757	864	0.8277
0.8313	11.7162	867	0.8277
0.8107	11.7568	870	0.8232
0.6551	11.7973	873	0.8238
0.7706	11.8378	876	0.8243
0.8224	11.8784	879	0.8218
0.5772	11.9189	882	0.8190
0.7463	11.9595	885	0.8195
0.7346	12.0	888	0.8215
0.7386	12.0405	891	0.8193
0.6977	12.0811	894	0.8177
0.7275	12.1216	897	0.8163
0.834	12.1622	900	0.8178
0.6453	12.2027	903	0.8172
0.6808	12.2432	906	0.8179
0.8235	12.2838	909	0.8196
0.6978	12.3243	912	0.8143
0.6775	12.3649	915	0.8141
0.7675	12.4054	918	0.8159
0.7184	12.4459	921	0.8149
0.8134	12.4865	924	0.8155
0.7627	12.5270	927	0.8142
0.6658	12.5676	930	0.8138
0.7203	12.6081	933	0.8094
0.8712	12.6486	936	0.8102
0.7376	12.6892	939	0.8110
0.6303	12.7297	942	0.8112
0.8266	12.7703	945	0.8112
0.6992	12.8108	948	0.8112
0.6973	12.8514	951	0.8204
0.7004	12.8919	954	0.8187
0.8472	12.9324	957	0.8104
0.6852	12.9730	960	0.8076
0.7859	13.0135	963	0.8034
0.748	13.0541	966	0.8005
0.647	13.0946	969	0.8017
0.5999	13.1351	972	0.8068
0.8251	13.1757	975	0.8085
0.751	13.2162	978	0.8019
0.8143	13.2568	981	0.8029
0.8602	13.2973	984	0.8021
0.7271	13.3378	987	0.8047
0.6583	13.3784	990	0.8032
0.7526	13.4189	993	0.8040
0.9622	13.4595	996	0.8047
0.7012	13.5	999	0.8016
0.7386	13.5405	1002	0.8023
0.7437	13.5811	1005	0.7979
0.7107	13.6216	1008	0.7971
0.5084	13.6622	1011	0.7955
0.7172	13.7027	1014	0.7958
0.6663	13.7432	1017	0.7957
0.6369	13.7838	1020	0.7937
0.6689	13.8243	1023	0.7912
0.7544	13.8649	1026	0.7928
0.7894	13.9054	1029	0.7913
0.7585	13.9459	1032	0.7911
0.7564	13.9865	1035	0.7915
0.7037	14.0270	1038	0.7942
0.6665	14.0676	1041	0.7924
0.8052	14.1081	1044	0.7961
0.7059	14.1486	1047	0.7966
0.9295	14.1892	1050	0.7922
0.7731	14.2297	1053	0.7905
0.7104	14.2703	1056	0.7953
0.7656	14.3108	1059	0.7908
0.6772	14.3514	1062	0.7932
0.564	14.3919	1065	0.7949
0.7368	14.4324	1068	0.7923
0.7671	14.4730	1071	0.7978
0.6184	14.5135	1074	0.7965
0.7065	14.5541	1077	0.7918
0.611	14.5946	1080	0.7901
0.5999	14.6351	1083	0.7906
0.7597	14.6757	1086	0.7887
0.5979	14.7162	1089	0.7868
0.6442	14.7568	1092	0.7880
0.7898	14.7973	1095	0.7863
0.7596	14.8378	1098	0.7869
0.7963	14.8784	1101	0.7873
0.7001	14.9189	1104	0.7863
0.613	14.9595	1107	0.7827
0.6938	15.0	1110	0.7820
0.5834	15.0405	1113	0.7846
0.8899	15.0811	1116	0.7872
0.7885	15.1216	1119	0.7838
0.7913	15.1622	1122	0.7838
0.6819	15.2027	1125	0.7847
0.627	15.2432	1128	0.7884
0.7899	15.2838	1131	0.7823
0.8729	15.3243	1134	0.7810
0.5565	15.3649	1137	0.7767
0.65	15.4054	1140	0.7798
0.8706	15.4459	1143	0.7759
0.6454	15.4865	1146	0.7752
0.4782	15.5270	1149	0.7768
0.5503	15.5676	1152	0.7770
0.6918	15.6081	1155	0.7785
0.6653	15.6486	1158	0.7786
0.9263	15.6892	1161	0.7767
0.555	15.7297	1164	0.7771
0.6206	15.7703	1167	0.7828
0.8373	15.8108	1170	0.7792
0.6903	15.8514	1173	0.7757
0.6952	15.8919	1176	0.7767
0.6991	15.9324	1179	0.7761
0.6659	15.9730	1182	0.7763
0.6286	16.0135	1185	0.7761
0.5775	16.0541	1188	0.7767
0.6576	16.0946	1191	0.7734
0.6216	16.1351	1194	0.7765
0.6129	16.1757	1197	0.7764
0.7025	16.2162	1200	0.7759
0.8607	16.2568	1203	0.7742
0.4131	16.2973	1206	0.7718
0.6074	16.3378	1209	0.7712
0.6138	16.3784	1212	0.7735
0.6341	16.4189	1215	0.7719
0.6118	16.4595	1218	0.7723
0.7456	16.5	1221	0.7731
0.7303	16.5405	1224	0.7744
0.9041	16.5811	1227	0.7728
0.6858	16.6216	1230	0.7696
0.7813	16.6622	1233	0.7709
0.6222	16.7027	1236	0.7718
0.756	16.7432	1239	0.7699
0.6971	16.7838	1242	0.7691
0.685	16.8243	1245	0.7671
0.8077	16.8649	1248	0.7700
0.5113	16.9054	1251	0.7725
0.863	16.9459	1254	0.7723
0.5907	16.9865	1257	0.7732
0.7326	17.0270	1260	0.7705
0.6305	17.0676	1263	0.7704
0.5333	17.1081	1266	0.7696
0.6263	17.1486	1269	0.7736
0.6031	17.1892	1272	0.7688
0.7785	17.2297	1275	0.7714
0.6821	17.2703	1278	0.7698
0.7371	17.3108	1281	0.7650
0.53	17.3514	1284	0.7681
0.7413	17.3919	1287	0.7674
0.5742	17.4324	1290	0.7650
0.5972	17.4730	1293	0.7647
0.6501	17.5135	1296	0.7638
0.7033	17.5541	1299	0.7623
0.9062	17.5946	1302	0.7605
0.6346	17.6351	1305	0.7623
0.6128	17.6757	1308	0.7610
0.5238	17.7162	1311	0.7649
0.7174	17.7568	1314	0.7638
0.5736	17.7973	1317	0.7613
0.6981	17.8378	1320	0.7663
0.7606	17.8784	1323	0.7639
0.8921	17.9189	1326	0.7627
0.8137	17.9595	1329	0.7596
0.5805	18.0	1332	0.7611
0.7555	18.0405	1335	0.7630
0.7198	18.0811	1338	0.7657
0.6985	18.1216	1341	0.7668
0.751	18.1622	1344	0.7647
0.6312	18.2027	1347	0.7666
0.5514	18.2432	1350	0.7633
0.7886	18.2838	1353	0.7598
0.6188	18.3243	1356	0.7591
0.9161	18.3649	1359	0.7609
0.7103	18.4054	1362	0.7597
0.5801	18.4459	1365	0.7600
0.5811	18.4865	1368	0.7568
0.7084	18.5270	1371	0.7583
0.6469	18.5676	1374	0.7567
0.4795	18.6081	1377	0.7577
0.5333	18.6486	1380	0.7608
0.6912	18.6892	1383	0.7599
0.5693	18.7297	1386	0.7605
0.765	18.7703	1389	0.7586
0.6908	18.8108	1392	0.7576
0.554	18.8514	1395	0.7588
0.5517	18.8919	1398	0.7593
0.6006	18.9324	1401	0.7624
0.8661	18.9730	1404	0.7610
0.5183	19.0135	1407	0.7586
0.7951	19.0541	1410	0.7585
0.6838	19.0946	1413	0.7561
0.7278	19.1351	1416	0.7545
0.6053	19.1757	1419	0.7541
0.5119	19.2162	1422	0.7537
0.5743	19.2568	1425	0.7566
0.8562	19.2973	1428	0.7532
0.4632	19.3378	1431	0.7539
0.8029	19.3784	1434	0.7568
0.8046	19.4189	1437	0.7553
0.6308	19.4595	1440	0.7547
0.5366	19.5	1443	0.7549
0.5249	19.5405	1446	0.7557
0.7144	19.5811	1449	0.7550
0.7054	19.6216	1452	0.7563
0.6575	19.6622	1455	0.7541
0.5057	19.7027	1458	0.7544
0.6339	19.7432	1461	0.7568
0.5965	19.7838	1464	0.7566
1.0225	19.8243	1467	0.7582
0.5466	19.8649	1470	0.7534
0.5946	19.9054	1473	0.7574
0.7015	19.9459	1476	0.7558
0.6772	19.9865	1479	0.7527
0.628	20.0270	1482	0.7520
0.8432	20.0676	1485	0.7546
0.5012	20.1081	1488	0.7524
0.7843	20.1486	1491	0.7560
0.6263	20.1892	1494	0.7533
0.5751	20.2297	1497	0.7530
0.5538	20.2703	1500	0.7574
0.4866	20.3108	1503	0.7526
0.5303	20.3514	1506	0.7558
0.8348	20.3919	1509	0.7519
0.6568	20.4324	1512	0.7540
0.587	20.4730	1515	0.7505
0.5837	20.5135	1518	0.7523
0.7225	20.5541	1521	0.7493
0.6323	20.5946	1524	0.7533
0.7393	20.6351	1527	0.7542
0.9057	20.6757	1530	0.7537
0.5939	20.7162	1533	0.7554
0.7613	20.7568	1536	0.7528
0.4678	20.7973	1539	0.7524
0.6316	20.8378	1542	0.7501
0.5362	20.8784	1545	0.7522
0.653	20.9189	1548	0.7495
0.8229	20.9595	1551	0.7499
0.5539	21.0	1554	0.7486
0.586	21.0405	1557	0.7498
0.5707	21.0811	1560	0.7505
0.6017	21.1216	1563	0.7497
0.5576	21.1622	1566	0.7489
0.7408	21.2027	1569	0.7503
0.542	21.2432	1572	0.7490
0.576	21.2838	1575	0.7478
0.5323	21.3243	1578	0.7525
0.6224	21.3649	1581	0.7499
0.5921	21.4054	1584	0.7521
0.5888	21.4459	1587	0.7480
0.493	21.4865	1590	0.7492
0.6878	21.5270	1593	0.7491
0.5939	21.5676	1596	0.7487
0.6568	21.6081	1599	0.7464
0.7762	21.6486	1602	0.7491
0.7653	21.6892	1605	0.7495
1.048	21.7297	1608	0.7442
0.4252	21.7703	1611	0.7448
0.7077	21.8108	1614	0.7462
0.7929	21.8514	1617	0.7441
0.7359	21.8919	1620	0.7431
0.579	21.9324	1623	0.7404
0.5986	21.9730	1626	0.7424
0.6294	22.0135	1629	0.7483
0.6028	22.0541	1632	0.7487
0.71	22.0946	1635	0.7486
0.7272	22.1351	1638	0.7474
0.7421	22.1757	1641	0.7484
0.6425	22.2162	1644	0.7485
0.7581	22.2568	1647	0.7454
0.6693	22.2973	1650	0.7461
0.7514	22.3378	1653	0.7439
0.4701	22.3784	1656	0.7446
0.5123	22.4189	1659	0.7474
0.5777	22.4595	1662	0.7448
0.611	22.5	1665	0.7442
0.5888	22.5405	1668	0.7456
0.5861	22.5811	1671	0.7462
0.7648	22.6216	1674	0.7442
0.5827	22.6622	1677	0.7464
0.7285	22.7027	1680	0.7477
0.5688	22.7432	1683	0.7465
0.65	22.7838	1686	0.7466
0.4758	22.8243	1689	0.7461
0.6542	22.8649	1692	0.7446
0.5368	22.9054	1695	0.7479
0.8234	22.9459	1698	0.7471
0.5605	22.9865	1701	0.7457
0.6373	23.0270	1704	0.7468
0.5194	23.0676	1707	0.7462
0.7406	23.1081	1710	0.7447
0.5238	23.1486	1713	0.7434
0.6407	23.1892	1716	0.7431
0.4933	23.2297	1719	0.7436
0.8002	23.2703	1722	0.7450
0.6489	23.3108	1725	0.7458
0.6325	23.3514	1728	0.7433
0.5101	23.3919	1731	0.7440
0.6503	23.4324	1734	0.7442
0.8555	23.4730	1737	0.7455
0.4222	23.5135	1740	0.7447
0.843	23.5541	1743	0.7446
0.8313	23.5946	1746	0.7441
0.7178	23.6351	1749	0.7439
0.6409	23.6757	1752	0.7431
0.6184	23.7162	1755	0.7437
0.5277	23.7568	1758	0.7432
0.5987	23.7973	1761	0.7445
0.7011	23.8378	1764	0.7407
0.6693	23.8784	1767	0.7429
0.6101	23.9189	1770	0.7423
0.5883	23.9595	1773	0.7437
0.4803	24.0	1776	0.7473
0.6667	24.0405	1779	0.7445
0.6156	24.0811	1782	0.7445
0.7909	24.1216	1785	0.7416
0.449	24.1622	1788	0.7397
0.6064	24.2027	1791	0.7412
0.5522	24.2432	1794	0.7404
0.5244	24.2838	1797	0.7440
0.6211	24.3243	1800	0.7421
0.572	24.3649	1803	0.7422
0.7	24.4054	1806	0.7425
0.6095	24.4459	1809	0.7447
0.9109	24.4865	1812	0.7447
0.5852	24.5270	1815	0.7445
0.8397	24.5676	1818	0.7408
0.6186	24.6081	1821	0.7393
0.7605	24.6486	1824	0.7419
0.4131	24.6892	1827	0.7393
0.8149	24.7297	1830	0.7434
0.5877	24.7703	1833	0.7435
0.5594	24.8108	1836	0.7420
0.6607	24.8514	1839	0.7433
0.5369	24.8919	1842	0.7437
0.5268	24.9324	1845	0.7410
0.5273	24.9730	1848	0.7440
0.6146	25.0135	1851	0.7427
0.8054	25.0541	1854	0.7440
0.8785	25.0946	1857	0.7451
0.7208	25.1351	1860	0.7450
0.6592	25.1757	1863	0.7434
0.7174	25.2162	1866	0.7430
0.5552	25.2568	1869	0.7398
0.7374	25.2973	1872	0.7411
0.6694	25.3378	1875	0.7400
0.5145	25.3784	1878	0.7406
0.6904	25.4189	1881	0.7405
0.6441	25.4595	1884	0.7425
0.4699	25.5	1887	0.7410
0.6629	25.5405	1890	0.7400
0.5895	25.5811	1893	0.7434
0.6364	25.6216	1896	0.7407
0.7567	25.6622	1899	0.7440
0.7204	25.7027	1902	0.7409
0.5391	25.7432	1905	0.7427
0.5649	25.7838	1908	0.7411
0.7254	25.8243	1911	0.7401
0.5305	25.8649	1914	0.7390
0.523	25.9054	1917	0.7389
0.4508	25.9459	1920	0.7394
0.4191	25.9865	1923	0.7414
0.5966	26.0270	1926	0.7438
0.6259	26.0676	1929	0.7404
0.5717	26.1081	1932	0.7429
0.5566	26.1486	1935	0.7413
0.612	26.1892	1938	0.7405
0.7154	26.2297	1941	0.7419
0.7489	26.2703	1944	0.7417
0.5922	26.3108	1947	0.7421
0.6247	26.3514	1950	0.7420
0.5243	26.3919	1953	0.7407
1.0104	26.4324	1956	0.7427
0.516	26.4730	1959	0.7419
0.5302	26.5135	1962	0.7393
0.742	26.5541	1965	0.7415
0.5358	26.5946	1968	0.7421
0.4858	26.6351	1971	0.7450
0.6545	26.6757	1974	0.7425
0.6161	26.7162	1977	0.7417
0.7481	26.7568	1980	0.7404
0.5783	26.7973	1983	0.7436
0.457	26.8378	1986	0.7422
0.5594	26.8784	1989	0.7424
0.609	26.9189	1992	0.7435
0.6018	26.9595	1995	0.7434
0.7986	27.0	1998	0.7404
0.7093	27.0405	2001	0.7419
0.8197	27.0811	2004	0.7427
0.5748	27.1216	2007	0.7434
0.446	27.1622	2010	0.7386
0.5958	27.2027	2013	0.7387
0.7049	27.2432	2016	0.7400
0.6765	27.2838	2019	0.7419
0.5303	27.3243	2022	0.7398
0.7938	27.3649	2025	0.7409
0.5543	27.4054	2028	0.7388
0.9195	27.4459	2031	0.7379
0.6682	27.4865	2034	0.7404
0.4695	27.5270	2037	0.7394
0.5242	27.5676	2040	0.7410
0.7289	27.6081	2043	0.7399
0.5307	27.6486	2046	0.7396
0.5228	27.6892	2049	0.7408
0.5756	27.7297	2052	0.7400
0.5873	27.7703	2055	0.7404
0.5304	27.8108	2058	0.7376
0.6231	27.8514	2061	0.7370
0.6331	27.8919	2064	0.7389
0.6596	27.9324	2067	0.7410
0.6554	27.9730	2070	0.7415
0.4172	28.0135	2073	0.7400
0.8645	28.0541	2076	0.7394
0.5343	28.0946	2079	0.7404
0.6244	28.1351	2082	0.7403
0.7855	28.1757	2085	0.7382
0.5522	28.2162	2088	0.7408
0.5947	28.2568	2091	0.7402
0.7008	28.2973	2094	0.7388
0.7432	28.3378	2097	0.7404
0.3971	28.3784	2100	0.7404
0.5977	28.4189	2103	0.7413
0.6171	28.4595	2106	0.7421
0.63	28.5	2109	0.7418
0.6669	28.5405	2112	0.7402
0.739	28.5811	2115	0.7413
0.7795	28.6216	2118	0.7426
0.49	28.6622	2121	0.7389
0.5843	28.7027	2124	0.7412
0.3649	28.7432	2127	0.7419
0.5686	28.7838	2130	0.7379
0.8602	28.8243	2133	0.7396
0.6258	28.8649	2136	0.7380
0.5918	28.9054	2139	0.7397
0.5472	28.9459	2142	0.7382
0.5999	28.9865	2145	0.7389
0.637	29.0270	2148	0.7395
0.7309	29.0676	2151	0.7386
0.5701	29.1081	2154	0.7396
0.5048	29.1486	2157	0.7398
0.4754	29.1892	2160	0.7370
0.5792	29.2297	2163	0.7381
0.7897	29.2703	2166	0.7387
0.6935	29.3108	2169	0.7407
0.7357	29.3514	2172	0.7412
0.5114	29.3919	2175	0.7389
0.7875	29.4324	2178	0.7399
0.5673	29.4730	2181	0.7385
0.6423	29.5135	2184	0.7382
0.7393	29.5541	2187	0.7396
0.5183	29.5946	2190	0.7395
0.5972	29.6351	2193	0.7389
0.6461	29.6757	2196	0.7398
0.427	29.7162	2199	0.7396
0.7357	29.7568	2202	0.7381
0.603	29.7973	2205	0.7394
0.6142	29.8378	2208	0.7406
0.4877	29.8784	2211	0.7408
0.7774	29.9189	2214	0.7401
0.6909	29.9595	2217	0.7413
0.5127	30.0	2220	0.7398
0.4667	30.0405	2223	0.7414
0.5583	30.0811	2226	0.7412
0.6727	30.1216	2229	0.7378
0.5809	30.1622	2232	0.7419
0.6331	30.2027	2235	0.7411
0.5906	30.2432	2238	0.7416
0.7849	30.2838	2241	0.7441
0.5856	30.3243	2244	0.7413
0.5886	30.3649	2247	0.7389
0.5763	30.4054	2250	0.7402
0.5239	30.4459	2253	0.7397
0.614	30.4865	2256	0.7412
0.6579	30.5270	2259	0.7418
0.7466	30.5676	2262	0.7408
0.7607	30.6081	2265	0.7414
0.6251	30.6486	2268	0.7414
0.9175	30.6892	2271	0.7396
0.5611	30.7297	2274	0.7390
0.7051	30.7703	2277	0.7403
0.6331	30.8108	2280	0.7381
0.5536	30.8514	2283	0.7380
0.6293	30.8919	2286	0.7393
0.4456	30.9324	2289	0.7400
0.5521	30.9730	2292	0.7393
0.5012	31.0135	2295	0.7403
0.5571	31.0541	2298	0.7413
0.6326	31.0946	2301	0.7420
0.7587	31.1351	2304	0.7394
0.6534	31.1757	2307	0.7400
0.5276	31.2162	2310	0.7402
0.6514	31.2568	2313	0.7392
0.8247	31.2973	2316	0.7392
0.7972	31.3378	2319	0.7409
0.4689	31.3784	2322	0.7420
0.5428	31.4189	2325	0.7398
0.7894	31.4595	2328	0.7409
0.5278	31.5	2331	0.7411
0.5384	31.5405	2334	0.7419
0.5847	31.5811	2337	0.7414
0.5634	31.6216	2340	0.7415
0.6	31.6622	2343	0.7418
0.7443	31.7027	2346	0.7425
0.5771	31.7432	2349	0.7392
0.6404	31.7838	2352	0.7381
0.5441	31.8243	2355	0.7406
0.5123	31.8649	2358	0.7375
0.7296	31.9054	2361	0.7383
0.4944	31.9459	2364	0.7399
0.7002	31.9865	2367	0.7387

Framework versions

• PEFT 0.13.2
• Transformers 4.46.0
• Pytorch 2.4.0
• Datasets 3.0.2
• Tokenizers 0.20.0