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Advisories

Axolotl through 0.18.0 Remote Code Execution via Multipack Patching

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severity
high
date
Affecting

  • axolotl <= 0.18.0

CWE
  • CWE-829 Inclusion of Functionality from Untrusted Control Sphere
CVSS
8.7
CVSS V4 Vector
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
Credit
Gregory Tan
Description
Axolotl through 0.18.0 contains a remote code execution vulnerability in the multipack patch path where trust_remote_code defaults to None instead of False, causing the security guard to be bypassed. Attackers can execute arbitrary Python code by crafting a malicious Hugging Face model repository selected as base_model, which is loaded with hardcoded trust_remote_code=True during AutoModelForCausalLM.from_pretrained.

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