Datasets and Model Checkpoints for Paper "From SFT to RL: Demystifying the Post-Training Pipeline for LLM-based Vulnerability Detection"
Youpeng Li
Leopo1d
AI & ML interests
None yet
Recent Activity
updated
a collection
2 days ago
OpenVul
updated
a model
2 days ago
Leopo1d/OpenVul-Qwen3-4B-GRPO
updated
a model
2 days ago
Leopo1d/OpenVul-Qwen3-4B-DPO
Organizations
None yet
models
6
Leopo1d/OpenVul-Qwen3-4B-GRPO
Text Generation
•
196k
•
Updated
•
20
Leopo1d/OpenVul-Qwen3-4B-DPO
Text Generation
•
4B
•
Updated
•
16
Leopo1d/OpenVul-Qwen3-4B-ORPO
Text Generation
•
4B
•
Updated
•
19
Leopo1d/OpenVul-Qwen3-4B-SFT-ep3
Text Generation
•
196k
•
Updated
•
14
Leopo1d/OpenVul-Qwen3-4B-SFT-ep1
Text Generation
•
196k
•
Updated
•
22
Leopo1d/OpenVul-Qwen3-4B-SFT-ep5
Text Generation
•
196k
•
Updated
•
83
datasets
9
Leopo1d/OpenVul_Sample_Specification_for_RL_Reward_Evaluation
Viewer
•
Updated
•
15.6k
•
12
Leopo1d/OpenVul_CWE_Hierarchical_Mapping
Viewer
•
Updated
•
944
•
6
Leopo1d/OpenVul_Ground_Truth_Vulnerability_Information
Viewer
•
Updated
•
9.77k
•
15
Leopo1d/OpenVul_Vulnerability_Query_Dataset_for_RL
Viewer
•
Updated
•
19.5k
•
21
Leopo1d/OpenVul_Vulnerability_Preference_Dataset_for_DPO
Viewer
•
Updated
•
7.24k
•
18
Leopo1d/OpenVul_Vulnerability_Preference_Dataset_for_ORPO
Viewer
•
Updated
•
7.05k
•
14
Leopo1d/OpenVul_Rationalization_based_Vulnerability_Reasoning_Dataset_for_SFT
Viewer
•
Updated
•
15.6k
•
11
Leopo1d/OpenVul_Rejection_Sampling_based_Vulnerability_Reasoning_Dataset_for_SFT
Viewer
•
Updated
•
6.28k
•
12
Leopo1d/OpenVul_Distilled_Vulnerability_Reasoning_CoTs_from_DeepSeek-R1-0528
Viewer
•
Updated
•
15.6k
•
12