llm-self-defense vs exllama

Common questions

What is the difference between llm-self-defense and exllama?

llm-self-defense: LLM Self Defense: By Self Examination, LLMs know they are being tricked. exllama: More memory-efficient rewrite of HF transformers for Llama with quantized weights. See the comparison table for live GitHub stats and shared categories.

When should I choose llm-self-defense over exllama?

Choose llm-self-defense over exllama when License: llm-self-defense is BSD-3-Clause, exllama is MIT; Tags unique to llm-self-defense: python; Also covers Developer Tools.

When should I choose exllama over llm-self-defense?

Choose exllama over llm-self-defense when License: exllama is MIT, llm-self-defense is BSD-3-Clause; Tags unique to exllama: docker container support, gpu optimization, memory efficiency, nvidia support; exllama ships Docker support for self-hosted deployment.

When should I avoid llm-self-defense?

Last GitHub push was 782 days ago (dormant maintenance, May 21, 2024). Validate activity before betting a new project on llm-self-defense. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

When should I avoid exllama?

Last GitHub push was 1015 days ago (dormant maintenance, Sep 30, 2023). Validate activity before betting a new project on exllama. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.

Is llm-self-defense or exllama more popular on GitHub?

exllama has more GitHub stars (2,930 vs 52). Stars measure visibility, not whether either tool fits your constraints.

Are llm-self-defense and exllama open source?

Yes - both are open-source projects on GitHub (llm-self-defense: BSD-3-Clause, exllama: MIT).

Where can I find alternatives to llm-self-defense or exllama?

GraphCanon lists graph-backed alternatives at llm-self-defense alternatives and exllama alternatives (llm-self-defense markdown twin, exllama markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, llm-self-defense or exllama?

llm-self-defense: Dormant. exllama: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for llm-self-defense and exllama?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: llm-self-defense trust report; exllama trust report.