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Home/Compare/stable-diffusion vs mmengine

Comparison

stable-diffusion vs mmengine

Verdict

Pick stable-diffusion when stable-diffusion is primarily Jupyter Notebook; mmengine is Python; pick mmengine when mmengine is primarily Python; stable-diffusion is Jupyter Notebook.

Markdown twin · stable-diffusion alternatives · mmengine alternatives

GraphCanon updated today

stable-diffusion logo

stable-diffusion

CompVis/stable-diffusion

★ 73kpushed Jun 18, 2024
vs
mmengine logo

mmengine

open-mmlab/mmengine

★ 1.5kpushed Jul 10, 2026

Trust & integrity

Signalstable-diffusionmmengine
Maintenance
Dormant (753d since push)
As of today · github_public_v1
Very active (1d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization 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 criticals
As of today · osv@v1
stable-diffusion trust reportmmengine trust reportTrust methodology

Tagline

stable-diffusion
A latent text-to-image diffusion model
mmengine
OpenMMLab Foundational Library for Training Deep Learning Models

Stars

stable-diffusion
73k
mmengine
1.5k

Forks

stable-diffusion
11k
mmengine
451

Open issues

stable-diffusion
617
mmengine
260

Language

stable-diffusion
Jupyter Notebook
mmengine
Python

Adopt for

stable-diffusion
-
mmengine
-

Persona

stable-diffusion
-
mmengine
-

Runtime

stable-diffusion
-
mmengine
-

License

stable-diffusion
Other
mmengine
Apache-2.0

Last pushed

stable-diffusion
Jun 18, 2024
mmengine
Jul 10, 2026

Categories

stable-diffusion
Model Training, Computer Vision
mmengine
Model Training, Computer Vision

Trust and health

Maintenance

stable-diffusion
Dormant (18%)
mmengine
Very active (96%)

Days since push

stable-diffusion
753d
mmengine
1d

Open issues (now)

stable-diffusion
617
mmengine
260

Security scan

stable-diffusion
No lockfile
mmengine
No criticals

Full report

stable-diffusion
Trust report
mmengine
Trust report

Shared compatibility

  • Python · stable-diffusion: Python runtime · mmengine: Python runtime

Choose stable-diffusion if…

  • stable-diffusion is primarily Jupyter Notebook; mmengine is Python.
  • License: stable-diffusion is Other, mmengine is Apache-2.0.
  • Tags unique to stable-diffusion: jupyter notebook.

When NOT to use stable-diffusion

  • Last GitHub push was 754 days ago (dormant maintenance, Jun 18, 2024). Validate activity before betting a new project on stable-diffusion.
  • Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
GitHubDetails

Choose mmengine if…

  • mmengine is primarily Python; stable-diffusion is Jupyter Notebook.
  • License: mmengine is Apache-2.0, stable-diffusion is Other.
  • Tags unique to mmengine: deep-learning, ai, machine-learning, python.

When NOT to use mmengine

  • Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
GitHubDetails

Explore

stable-diffusion trust report →mmengine trust report →Model Training category →Computer Vision category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: stable-diffusion 73k · mmengine 1.5k (synced Jul 11, 2026).

Common questions

What is the difference between stable-diffusion and mmengine?
stable-diffusion: A latent text-to-image diffusion model. mmengine: OpenMMLab Foundational Library for Training Deep Learning Models. See the comparison table for live GitHub stats and shared categories.
When should I choose stable-diffusion over mmengine?
Choose stable-diffusion over mmengine when stable-diffusion is primarily Jupyter Notebook; mmengine is Python; License: stable-diffusion is Other, mmengine is Apache-2.0; Tags unique to stable-diffusion: jupyter notebook.
When should I choose mmengine over stable-diffusion?
Choose mmengine over stable-diffusion when mmengine is primarily Python; stable-diffusion is Jupyter Notebook; License: mmengine is Apache-2.0, stable-diffusion is Other; Tags unique to mmengine: deep-learning, ai, machine-learning, python.
When should I avoid stable-diffusion?
Last GitHub push was 754 days ago (dormant maintenance, Jun 18, 2024). Validate activity before betting a new project on stable-diffusion. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
When should I avoid mmengine?
Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Is stable-diffusion or mmengine more popular on GitHub?
stable-diffusion has more GitHub stars (73,179 vs 1,482). Stars measure visibility, not whether either tool fits your constraints.
Are stable-diffusion and mmengine open source?
Yes - both are open-source projects on GitHub (stable-diffusion: Other, mmengine: Apache-2.0).
Where can I find alternatives to stable-diffusion or mmengine?
GraphCanon lists graph-backed alternatives at stable-diffusion alternatives and mmengine alternatives (stable-diffusion markdown twin, mmengine 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, stable-diffusion or mmengine?
stable-diffusion: Dormant. mmengine: 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 stable-diffusion and mmengine?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: stable-diffusion trust report; mmengine trust report.