Comparison
huozi vs LlamaFactory
Verdict
Pick huozi if huozi is a Python-based large model framework with Apache-2.0 license for fine-tuning and NLP applications; pick LlamaFactory if 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.
Markdown twin · huozi alternatives · LlamaFactory alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | huozi | LlamaFactory |
|---|---|---|
| Maintenance | Dormant (680d since push) As of 1mo · github_public_v1 | Very active (2d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · github_public_v1 | Not a fork · Personal account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- huozi
- General-purpose large model for fine-tuning and applications
- LlamaFactory
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs
Stars
- huozi
- 395
- LlamaFactory
- 74k
Forks
- huozi
- 26
- LlamaFactory
- 9.1k
Open issues
- huozi
- 0
- LlamaFactory
- 1.1k
Language
- huozi
- Python
- LlamaFactory
- Python
Adopt for
- huozi
- Huozi is a Python-based large model framework with Apache-2.0 license for fine-tuning and NLP applications.
- 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.
Persona
- huozi
- -
- LlamaFactory
- -
Runtime
- huozi
- -
- LlamaFactory
- -
License
- huozi
- Apache-2.0
- LlamaFactory
- Apache-2.0
Last pushed
- huozi
- Sep 12, 2024
- LlamaFactory
- Aug 13, 2026
Categories
- huozi
- LLM Frameworks, Model Training
- LlamaFactory
- LLM Frameworks, Model Training
Trust and health
Maintenance
- huozi
- Dormant (18%)
- LlamaFactory
- Very active (96%)
Days since push
- huozi
- 680d
- LlamaFactory
- 2d
Open issues (now)
- huozi
- 0
- LlamaFactory
- 1.1k
Stars delta
- huozi
- Unknown
- LlamaFactory
- +803 (30d)
Open issues delta
- huozi
- Unknown
- LlamaFactory
- +39 (30d)
Owner type
- huozi
- Organization
- LlamaFactory
- User
Full report
- huozi
- Trust report
- LlamaFactory
- Trust report
Shared compatibility
- Python · huozi: Python runtime · LlamaFactory: Python runtime
Choose huozi if…
- Tags unique to huozi: llm, nlp.
- When working on projects that require fast integration of pre-trained language models through its streamlined fine-tuning capabilities.
- Leaner open-issue backlog (0).
When NOT to use huozi
- If your project requires proprietary licensing, as Huozi is under the Apache-2.0 license which may not meet all business models' requirements.
- When needing a framework with comprehensive support for visual data or other non-textual machine learning applications.
Choose LlamaFactory if…
- Tags unique to LlamaFactory: agent, ai, deepseek, gemma.
- When you need to fine-tune over 100 different LLMs or VLMs with efficient methods like LoRA or QLoRA.
- More GitHub stars (74k vs 395) - 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (HIT-SCIR/huozi) · observed Jul 25, 2026
- GitHub forks (HIT-SCIR/huozi) · observed Jul 25, 2026
- Last push (HIT-SCIR/huozi) · observed Sep 12, 2024
- License file (Apache-2.0) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (hiyouga/LlamaFactory) · observed Aug 16, 2026
- GitHub forks (hiyouga/LlamaFactory) · observed Aug 16, 2026
- Last push (hiyouga/LlamaFactory) · observed Aug 13, 2026
- License file (Apache-2.0) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: huozi 395 · LlamaFactory 74k (synced Jul 25, 2026).
Common questions
- What is the difference between huozi and LlamaFactory?
- huozi: General-purpose large model for fine-tuning and applications. LlamaFactory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs. See the comparison table for live GitHub stats and shared categories.
- When should I choose huozi over LlamaFactory?
- Choose huozi over LlamaFactory when Tags unique to huozi: llm, nlp; When working on projects that require fast integration of pre-trained language models through its streamlined fine-tuning capabilities; Leaner open-issue backlog (0).
- When should I choose LlamaFactory over huozi?
- Choose LlamaFactory over huozi when Tags unique to LlamaFactory: agent, ai, deepseek, gemma; When you need to fine-tune over 100 different LLMs or VLMs with efficient methods like LoRA or QLoRA; More GitHub stars (74k vs 395) - visibility, not fit.
- When should I avoid huozi?
- If your project requires proprietary licensing, as Huozi is under the Apache-2.0 license which may not meet all business models' requirements. When needing a framework with comprehensive support for visual data or other non-textual machine learning applications.
- 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
- Is huozi or LlamaFactory more popular on GitHub?
- LlamaFactory has more GitHub stars (74,132 vs 395). Stars measure visibility, not whether either tool fits your constraints.
- Are huozi and LlamaFactory open source?
- Yes - both are open-source projects on GitHub (huozi: Apache-2.0, LlamaFactory: Apache-2.0).
- Where can I find alternatives to huozi or LlamaFactory?
- GraphCanon lists graph-backed alternatives at huozi alternatives and LlamaFactory alternatives (huozi markdown twin, LlamaFactory 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, huozi or LlamaFactory?
- huozi: Dormant. LlamaFactory: Very active. 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 huozi and LlamaFactory?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: huozi trust report; LlamaFactory trust report.