LlamaFactory vs baseline-defenses

Common questions

What is the difference between LlamaFactory and baseline-defenses?

LlamaFactory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs. baseline-defenses: Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models". See the comparison table for live GitHub stats and shared categories.

When should I choose LlamaFactory over baseline-defenses?

Choose LlamaFactory over baseline-defenses when Tags unique to LlamaFactory: gemma, fine-tuning, deepseek, ai; When you need to fine-tune over 100 different LLMs or VLMs with efficient methods like LoRA or QLoRA; More GitHub stars (73k vs 34) - visibility, not fit.

When should I choose baseline-defenses over LlamaFactory?

Choose baseline-defenses over LlamaFactory when Tags unique to baseline-defenses: python; Also covers Computer Vision; Leaner open-issue backlog (0).

When should I avoid LlamaFactory?

When you are looking to fine-tune less popular or niche models that are not supported within the 100+ models covered by LlamaFactory. If your project specifically requires custom fine-tuning methods not available in this repository, such as certain versions of PEFT (Parameter Efficient Fine-Tuning) techniques excluding LoRA and QLoa

When should I avoid baseline-defenses?

Last GitHub push was 989 days ago (dormant maintenance, Oct 26, 2023). Validate activity before betting a new project on baseline-defenses. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.

Is LlamaFactory or baseline-defenses more popular on GitHub?

LlamaFactory has more GitHub stars (73,157 vs 34). Stars measure visibility, not whether either tool fits your constraints.

Are LlamaFactory and baseline-defenses open source?

Yes - both are open-source projects on GitHub.

Where can I find alternatives to LlamaFactory or baseline-defenses?

GraphCanon lists graph-backed alternatives at LlamaFactory alternatives and baseline-defenses alternatives (LlamaFactory markdown twin, baseline-defenses 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, LlamaFactory or baseline-defenses?

LlamaFactory: Very active. baseline-defenses: 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 LlamaFactory and baseline-defenses?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LlamaFactory trust report; baseline-defenses trust report.