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ambrosehui
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codet5p-220m-vulnerability-scanner-it

Text Classification
Transformers
Safetensors
English
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xet
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codet5p-220m-vulnerability-scanner-it

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Introduction

This model is a multiple-instruction model for detecting vulnerability, CVE and CWE. The model is fine-tuneing from codet5p-220m with lora, and the dataset is BigVul_cwe_types.

Highlight

  1. Vulnerabilty detection
  2. CVE detection
  3. CWE detection
  4. Code template retrival

TO DO LIST

  1. Metric
  2. Test transferable
  3. Retrival ability
  4. Compare with foundatonal model
  5. Technical Report
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Base model

Salesforce/codet5p-220m
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Dataset used to train ambrosehui/codet5p-220m-vulnerability-scanner-it

Collection including ambrosehui/codet5p-220m-vulnerability-scanner-it