Comparison
pytorch-lightning vs face.evoLVe
Verdict
Pick pytorch-lightning when license: pytorch-lightning is Apache-2.0, face.evoLVe is MIT; pick face.evoLVe when license: face.evoLVe is MIT, pytorch-lightning is Apache-2.0.
Markdown twin · pytorch-lightning alternatives · face.evoLVe alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | pytorch-lightning | face.evoLVe |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Dormant (478d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No lockfile As of today · none |
Tagline
- pytorch-lightning
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
- face.evoLVe
- 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Stars
- pytorch-lightning
- 31k
- face.evoLVe
- 3.6k
Forks
- pytorch-lightning
- 3.8k
- face.evoLVe
- 760
Open issues
- pytorch-lightning
- 1.0k
- face.evoLVe
- 96
Language
- pytorch-lightning
- Python
- face.evoLVe
- Python
Adopt for
- pytorch-lightning
- -
- face.evoLVe
- -
Persona
- pytorch-lightning
- -
- face.evoLVe
- -
Runtime
- pytorch-lightning
- -
- face.evoLVe
- -
License
- pytorch-lightning
- Apache-2.0
- face.evoLVe
- MIT
Last pushed
- pytorch-lightning
- Jul 10, 2026
- face.evoLVe
- Mar 20, 2025
Categories
- pytorch-lightning
- Computer Vision, Model Training
- face.evoLVe
- Computer Vision, Model Training
Trust and health
Maintenance
- pytorch-lightning
- Very active (96%)
- face.evoLVe
- Dormant (18%)
Days since push
- pytorch-lightning
- 1d
- face.evoLVe
- 478d
Open issues (now)
- pytorch-lightning
- 1.0k
- face.evoLVe
- 96
Owner type
- pytorch-lightning
- Organization
- face.evoLVe
- User
Security scan
- pytorch-lightning
- No criticals
- face.evoLVe
- No lockfile
Full report
- pytorch-lightning
- Trust report
- face.evoLVe
- Trust report
Choose pytorch-lightning if…
- License: pytorch-lightning is Apache-2.0, face.evoLVe is MIT.
- Tags unique to pytorch-lightning: ai, data-science, machine-learning, python.
- More GitHub stars (31k vs 3.6k) - visibility, not fit.
When NOT to use pytorch-lightning
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose face.evoLVe if…
- License: face.evoLVe is MIT, pytorch-lightning is Apache-2.0.
- Tags unique to face.evoLVe: computer-vision, convolutional-neural-network, data-augmentation, face-alignment.
- Leaner open-issue backlog (96).
When NOT to use face.evoLVe
- Last GitHub push was 479 days ago (dormant maintenance, Mar 20, 2025). Validate activity before betting a new project on face.evoLVe.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Lightning-AI/pytorch-lightning) · observed Jul 11, 2026
- GitHub forks (Lightning-AI/pytorch-lightning) · observed Jul 11, 2026
- Last push (Lightning-AI/pytorch-lightning) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ZhaoJ9014/face.evoLVe) · observed Jul 11, 2026
- GitHub forks (ZhaoJ9014/face.evoLVe) · observed Jul 11, 2026
- Last push (ZhaoJ9014/face.evoLVe) · observed Mar 20, 2025
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: pytorch-lightning 31k · face.evoLVe 3.6k (synced Jul 11, 2026).
Common questions
- What is the difference between pytorch-lightning and face.evoLVe?
- pytorch-lightning: Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.. face.evoLVe: 🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥. See the comparison table for live GitHub stats and shared categories.
- When should I choose pytorch-lightning over face.evoLVe?
- Choose pytorch-lightning over face.evoLVe when License: pytorch-lightning is Apache-2.0, face.evoLVe is MIT; Tags unique to pytorch-lightning: ai, data-science, machine-learning, python; More GitHub stars (31k vs 3.6k) - visibility, not fit.
- When should I choose face.evoLVe over pytorch-lightning?
- Choose face.evoLVe over pytorch-lightning when License: face.evoLVe is MIT, pytorch-lightning is Apache-2.0; Tags unique to face.evoLVe: computer-vision, convolutional-neural-network, data-augmentation, face-alignment; Leaner open-issue backlog (96).
- When should I avoid pytorch-lightning?
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- When should I avoid face.evoLVe?
- Last GitHub push was 479 days ago (dormant maintenance, Mar 20, 2025). Validate activity before betting a new project on face.evoLVe. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is pytorch-lightning or face.evoLVe more popular on GitHub?
- pytorch-lightning has more GitHub stars (31,233 vs 3,585). Stars measure visibility, not whether either tool fits your constraints.
- Are pytorch-lightning and face.evoLVe open source?
- Yes - both are open-source projects on GitHub (pytorch-lightning: Apache-2.0, face.evoLVe: MIT).
- Where can I find alternatives to pytorch-lightning or face.evoLVe?
- GraphCanon lists graph-backed alternatives at pytorch-lightning alternatives and face.evoLVe alternatives (pytorch-lightning markdown twin, face.evoLVe 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, pytorch-lightning or face.evoLVe?
- pytorch-lightning: Very active. face.evoLVe: Dormant. 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 pytorch-lightning and face.evoLVe?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: pytorch-lightning trust report; face.evoLVe trust report.