Comparison
LlamaFactory vs LocalAI
Verdict
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; pick LocalAI if localAI is an open-source AI engine that supports the deployment of various models including LLMs and applications related to vision and audio across multiple hardware types without needing.
Markdown twin · LlamaFactory alternatives · LocalAI alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | LlamaFactory | LocalAI |
|---|---|---|
| Maintenance | Very active (1d since push) As of 1d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 6d · osv@v1 | No lockfile (source not queried) As of 6d · 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
- LlamaFactory
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs
- LocalAI
- Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Stars
- LlamaFactory
- 73k
- LocalAI
- 48k
Forks
- LlamaFactory
- 9.0k
- LocalAI
- 4.2k
Open issues
- LlamaFactory
- 1.1k
- LocalAI
- 209
Language
- LlamaFactory
- Python
- LocalAI
- Go
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.
- LocalAI
- LocalAI is an open-source AI engine that supports the deployment of various models including LLMs and applications related to vision and audio across multiple hardware types without needing a GPU.
Persona
- LlamaFactory
- -
- LocalAI
- -
Runtime
- LlamaFactory
- -
- LocalAI
- -
License
- LlamaFactory
- Apache-2.0
- LocalAI
- MIT
Last pushed
- LlamaFactory
- Jul 15, 2026
- LocalAI
- Jul 16, 2026
Categories
- LlamaFactory
- LLM Frameworks, Model Training
- LocalAI
- Computer Vision, LLM Frameworks, Speech & Audio
Trust and health
Days since push
- LlamaFactory
- 1d
- LocalAI
- 0d
Open issues (now)
- LlamaFactory
- 1.1k
- LocalAI
- 209
Full report
- LlamaFactory
- Trust report
- LocalAI
- Trust report
Typed relationship
LlamaFactory alternative LocalAILlamaFactory and LocalAI both aim to run AI models locally without requiring GPUs, providing alternatives in the execution space.
Choose LlamaFactory if…
- LlamaFactory is primarily Python; LocalAI is Go.
- License: LlamaFactory is Apache-2.0, LocalAI is MIT.
- LlamaFactory and LocalAI both aim to run AI models locally without requiring GPUs, providing alternatives in the execution space.
- Tags unique to LlamaFactory: agent, deepseek, fine-tuning, gemma.
- Also covers Model Training.
- When you need to fine-tune over 100 different LLMs or VLMs with efficient methods like LoRA or QLoRA.
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 LocalAI if…
- LocalAI is primarily Go; LlamaFactory is Python.
- License: LocalAI is MIT, LlamaFactory is Apache-2.0.
- Pricing: As an open-source project under the MIT license, it is free to use and distribute..
- LlamaFactory and LocalAI both aim to run AI models locally without requiring GPUs, providing alternatives in the execution space.
- Tags unique to LocalAI: agents, api, audio-generation, decentralized.
- Also covers Computer Vision, Speech & Audio.
- LocalAI ships Docker support for self-hosted deployment.
- Use LocalAI when you need model flexibility, as it can run different types of models (LLMs, computer vision, speech & audio) on any type of hardware.
When NOT to use LocalAI
- Avoid LocalAI if you need to leverage GPU-specific optimizations for performance acceleration as it promotes no-GPU usage, potentially sacrificing speed for accessibility.
- Do not use LocalAI where specific language runtime environments are required that do not align with Go (the language in which LocalAI is written).
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 16, 2026
- GitHub forks (hiyouga/LlamaFactory) · observed Jul 16, 2026
- Last push (hiyouga/LlamaFactory) · observed Jul 15, 2026
- License file (Apache-2.0) · observed Jul 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (mudler/LocalAI) · observed Jul 17, 2026
- GitHub forks (mudler/LocalAI) · observed Jul 17, 2026
- Last push (mudler/LocalAI) · observed Jul 16, 2026
- License file (MIT) · observed Jul 17, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LlamaFactory 73k · LocalAI 48k (synced Jul 16, 2026).
Common questions
- What is the difference between LlamaFactory and LocalAI?
- LlamaFactory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs. LocalAI: Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.. See the comparison table for live GitHub stats and shared categories.
- When should I choose LlamaFactory over LocalAI?
- Choose LlamaFactory over LocalAI when LlamaFactory is primarily Python; LocalAI is Go; License: LlamaFactory is Apache-2.0, LocalAI is MIT; LlamaFactory and LocalAI both aim to run AI models locally without requiring GPUs, providing alternatives in the execution space; Tags unique to LlamaFactory: agent, deepseek, fine-tuning, gemma; Also covers Model Training; When you need to fine-tune over 100 different LLMs or VLMs with efficient methods like LoRA or QLoRA.
- When should I choose LocalAI over LlamaFactory?
- Choose LocalAI over LlamaFactory when LocalAI is primarily Go; LlamaFactory is Python; License: LocalAI is MIT, LlamaFactory is Apache-2.0; Pricing: As an open-source project under the MIT license, it is free to use and distribute.; LlamaFactory and LocalAI both aim to run AI models locally without requiring GPUs, providing alternatives in the execution space; Tags unique to LocalAI: agents, api, audio-generation, decentralized; Also covers Computer Vision, Speech & Audio; LocalAI ships Docker support for self-hosted deployment; Use LocalAI when you need model flexibility, as it can run different types of models (LLMs, computer vision, speech & audio) on any type of hardware.
- 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 LocalAI?
- Avoid LocalAI if you need to leverage GPU-specific optimizations for performance acceleration as it promotes no-GPU usage, potentially sacrificing speed for accessibility. Do not use LocalAI where specific language runtime environments are required that do not align with Go (the language in which LocalAI is written).
- Is LlamaFactory or LocalAI more popular on GitHub?
- LlamaFactory has more GitHub stars (73,329 vs 47,576). Stars measure visibility, not whether either tool fits your constraints.
- Are LlamaFactory and LocalAI open source?
- Yes - both are open-source projects on GitHub (LlamaFactory: Apache-2.0, LocalAI: MIT).
- Where can I find alternatives to LlamaFactory or LocalAI?
- GraphCanon lists graph-backed alternatives at LlamaFactory alternatives and LocalAI alternatives (LlamaFactory markdown twin, LocalAI 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 LocalAI?
- LlamaFactory: Very active. LocalAI: 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 LlamaFactory and LocalAI?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LlamaFactory trust report; LocalAI trust report.