Comparison
LlamaFactory vs hallucination-index
Verdict
Pick LlamaFactory when tags unique to LlamaFactory: gemma, fine-tuning, deepseek, ai; pick hallucination-index when tags unique to hallucination-index: llm, rag, retrieval-augmented-generation, hallucinations.
Markdown twin · LlamaFactory alternatives · hallucination-index alternatives
GraphCanon updated today
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Trust & integrity
| Signal | LlamaFactory | hallucination-index |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (347d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- LlamaFactory
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs
- hallucination-index
- Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.
Stars
- LlamaFactory
- 73k
- hallucination-index
- 116
Forks
- LlamaFactory
- 8.9k
- hallucination-index
- 9
Open issues
- LlamaFactory
- 1.1k
- hallucination-index
- 1
Language
- LlamaFactory
- Python
- hallucination-index
- -
Adopt for
- LlamaFactory
- LlamaFactory is a sophisticated tool for fine-tuning numerous large language models and visual language models efficiently using various methods such as LoRA, QLoRA, RLHF, and quantization.
- hallucination-index
- -
Persona
- LlamaFactory
- -
- hallucination-index
- -
Runtime
- LlamaFactory
- -
- hallucination-index
- -
License
- LlamaFactory
- Apache-2.0
- hallucination-index
- -
Last pushed
- LlamaFactory
- Jul 10, 2026
- hallucination-index
- Jul 28, 2025
Categories
- LlamaFactory
- LLM Frameworks, Model Training
- hallucination-index
- Model Training, LLM Frameworks, Computer Vision
Trust and health
Maintenance
- LlamaFactory
- Very active (96%)
- hallucination-index
- Slowing (36%)
Days since push
- LlamaFactory
- 0d
- hallucination-index
- 347d
Open issues (now)
- LlamaFactory
- 1.1k
- hallucination-index
- 1
Owner type
- LlamaFactory
- User
- hallucination-index
- Organization
Full report
- LlamaFactory
- Trust report
- hallucination-index
- Trust report
Choose LlamaFactory if…
- 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 116) - visibility, not fit.
When NOT to use 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
Choose hallucination-index if…
- Tags unique to hallucination-index: llm, rag, retrieval-augmented-generation, hallucinations.
- Also covers Computer Vision.
- Leaner open-issue backlog (1).
When NOT to use hallucination-index
- Last GitHub push was 348 days ago (slowing maintenance, Jul 28, 2025). Validate activity before betting a new project on hallucination-index.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (hiyouga/LlamaFactory) · observed Jul 11, 2026
- GitHub forks (hiyouga/LlamaFactory) · observed Jul 11, 2026
- Last push (hiyouga/LlamaFactory) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (rungalileo/hallucination-index) · observed Jul 11, 2026
- GitHub forks (rungalileo/hallucination-index) · observed Jul 11, 2026
- Last push (rungalileo/hallucination-index) · observed Jul 28, 2025
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LlamaFactory 73k · hallucination-index 116 (synced Jul 11, 2026).
Common questions
- What is the difference between LlamaFactory and hallucination-index?
- LlamaFactory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs. hallucination-index: Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.. See the comparison table for live GitHub stats and shared categories.
- When should I choose LlamaFactory over hallucination-index?
- Choose LlamaFactory over hallucination-index 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 116) - visibility, not fit.
- When should I choose hallucination-index over LlamaFactory?
- Choose hallucination-index over LlamaFactory when Tags unique to hallucination-index: llm, rag, retrieval-augmented-generation, hallucinations; Also covers Computer Vision; Leaner open-issue backlog (1).
- 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 hallucination-index?
- Last GitHub push was 348 days ago (slowing maintenance, Jul 28, 2025). Validate activity before betting a new project on hallucination-index. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is LlamaFactory or hallucination-index more popular on GitHub?
- LlamaFactory has more GitHub stars (73,157 vs 116). Stars measure visibility, not whether either tool fits your constraints.
- Are LlamaFactory and hallucination-index open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to LlamaFactory or hallucination-index?
- GraphCanon lists graph-backed alternatives at LlamaFactory alternatives and hallucination-index alternatives (LlamaFactory markdown twin, hallucination-index 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 hallucination-index?
- LlamaFactory: Very active. hallucination-index: Slowing. 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 hallucination-index?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LlamaFactory trust report; hallucination-index trust report.