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Threat-mitigation mapping — templates and worked examples

Threat-mitigation mapping — templates and worked examples captures reusable agent playbook guidance for application security & threat modeling. Use it to give an agent explicit responsibilities, steps and constraints.

security/application-security-and-threat-modelingguide#security-privacy-compliance#application-security-and-threat-modeling#template#templates
#security · by Collider.club
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Unsloth ↔ TRL/PEFT Mapping

Unsloth is a fast-kernel wrapper over PEFT and TRL, not a replacement API — every Unsloth kwarg below has a plain TRL/PEFT equivalent. Use this table to translate an Unsloth config to plain TRL (or back), and to know which knob lives on which object in the current TRL API. Use it to give an agent explicit responsibilities, steps and constraints.

llm-engineering/training-and-fine-tuningguide#llm-ml-engineering#training-fine-tuning#trl#unsloth
#llm-engineering · by Collider.club
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