llm-integration
Warn
Audited by Gen Agent Trust Hub on Feb 26, 2026
Risk Level: MEDIUMREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSDATA_EXFILTRATION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The script
scripts/dpo-training.pyutilizes thetrust_remote_code=Trueparameter within theAutoModelForCausalLM.from_pretrainedandAutoTokenizer.from_pretrainedmethods. This setting allows the execution of custom Python code defined within a remote model's repository, posing a risk if the model source is untrusted or compromised. - [EXTERNAL_DOWNLOADS]: The setup guide in
rules/local-ollama-setup.mdprovides an installation command that pipes a remote script fromhttps://ollama.ai/install.shdirectly into the shell. While Ollama is a well-known service, this pattern is inherently risky as it executes remote code without prior local inspection. - [DATA_EXFILTRATION]: The configuration script
scripts/create-lora-config.mdincludes commands to search for model-related variables within.envfiles usinggrep. Because environment files frequently contain sensitive credentials and secrets, accessing them programmatically increases the risk of unintended data exposure.
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