Comparison
litmus vs LlamaFactory
Verdict
Pick litmus when litmus is primarily Vue; LlamaFactory is Python; pick LlamaFactory when llamaFactory is primarily Python; litmus is Vue.
Markdown twin · litmus alternatives · LlamaFactory alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | litmus | LlamaFactory |
|---|---|---|
| Maintenance | Slowing (107d since push) As of today · github_public_v1 | Very active (0d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · 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
- litmus
- Litmus is a comprehensive LLM testing and evaluation tool designed for GenAI Application Development. It provides a robust platform with a user-friendly UI for streamlining the process of building and
- LlamaFactory
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs
Stars
- litmus
- 50
- LlamaFactory
- 73k
Forks
- litmus
- 9
- LlamaFactory
- 8.9k
Open issues
- litmus
- 5
- LlamaFactory
- 1.1k
Language
- litmus
- Vue
- LlamaFactory
- Python
Adopt for
- litmus
- -
- 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
- litmus
- -
- LlamaFactory
- -
Runtime
- litmus
- -
- LlamaFactory
- -
License
- litmus
- Apache-2.0
- LlamaFactory
- Apache-2.0
Last pushed
- litmus
- Mar 29, 2026
- LlamaFactory
- Jul 10, 2026
Categories
- litmus
- Inference & Serving, LLM Frameworks, Model Training
- LlamaFactory
- LLM Frameworks, Model Training
Trust and health
Maintenance
- litmus
- Slowing (36%)
- LlamaFactory
- Very active (96%)
Days since push
- litmus
- 107d
- LlamaFactory
- 0d
Open issues (now)
- litmus
- 5
- LlamaFactory
- 1.1k
Owner type
- litmus
- Organization
- LlamaFactory
- User
Full report
- litmus
- Trust report
- LlamaFactory
- Trust report
Choose litmus if…
- litmus is primarily Vue; LlamaFactory is Python.
- Tags unique to litmus: api, apitesting, cicd, devops.
- Also covers Inference & Serving.
When NOT to use litmus
- Last GitHub push was 107 days ago (slowing maintenance, Mar 29, 2026). Validate activity before betting a new project on litmus.
- 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.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose LlamaFactory if…
- LlamaFactory is primarily Python; litmus is Vue.
- Tags unique to LlamaFactory: agent, ai, deepseek, fine-tuning.
- 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (google/litmus) · observed Jul 15, 2026
- GitHub forks (google/litmus) · observed Jul 15, 2026
- Last push (google/litmus) · observed Mar 29, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- 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 on cards: litmus 50 · LlamaFactory 73k (synced Jul 15, 2026).
Common questions
- What is the difference between litmus and LlamaFactory?
- litmus: Litmus is a comprehensive LLM testing and evaluation tool designed for GenAI Application Development. It provides a robust platform with a user-friendly UI for streamlining the process of building and. LlamaFactory: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs. See the comparison table for live GitHub stats and shared categories.
- When should I choose litmus over LlamaFactory?
- Choose litmus over LlamaFactory when litmus is primarily Vue; LlamaFactory is Python; Tags unique to litmus: api, apitesting, cicd, devops; Also covers Inference & Serving.
- When should I choose LlamaFactory over litmus?
- Choose LlamaFactory over litmus when LlamaFactory is primarily Python; litmus is Vue; Tags unique to LlamaFactory: agent, ai, deepseek, fine-tuning; When you need to fine-tune over 100 different LLMs or VLMs with efficient methods like LoRA or QLoRA.
- When should I avoid litmus?
- Last GitHub push was 107 days ago (slowing maintenance, Mar 29, 2026). Validate activity before betting a new project on litmus. 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. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- 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 litmus or LlamaFactory more popular on GitHub?
- LlamaFactory has more GitHub stars (73,157 vs 50). Stars measure visibility, not whether either tool fits your constraints.
- Are litmus and LlamaFactory open source?
- Yes - both are open-source projects on GitHub (litmus: Apache-2.0, LlamaFactory: Apache-2.0).
- Where can I find alternatives to litmus or LlamaFactory?
- GraphCanon lists graph-backed alternatives at litmus alternatives and LlamaFactory alternatives (litmus 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, litmus or LlamaFactory?
- litmus: Slowing. 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 litmus and LlamaFactory?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: litmus trust report; LlamaFactory trust report.