Comparison
lantern vs alpaca-lora
Verdict
Pick lantern when lantern is primarily Rust; alpaca-lora is Jupyter Notebook; pick alpaca-lora when alpaca-lora is primarily Jupyter Notebook; lantern is Rust.
Markdown twin · lantern alternatives · alpaca-lora alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | lantern | alpaca-lora |
|---|---|---|
| Maintenance | Dormant (575d since push) As of 1d · github_public_v1 | Dormant (712d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low) As of today · osv@v1 |
Tagline
- lantern
- PostgreSQL vector database extension for building AI applications
- alpaca-lora
- Instruct-tune LLaMA on consumer hardware
Stars
- lantern
- 888
- alpaca-lora
- 19k
Forks
- lantern
- 66
- alpaca-lora
- 2.2k
Open issues
- lantern
- 42
- alpaca-lora
- 366
Language
- lantern
- Rust
- alpaca-lora
- Jupyter Notebook
Adopt for
- lantern
- -
- alpaca-lora
- -
Persona
- lantern
- -
- alpaca-lora
- -
Runtime
- lantern
- -
- alpaca-lora
- -
License
- lantern
- AGPL-3.0
- alpaca-lora
- Apache-2.0
Last pushed
- lantern
- Dec 12, 2024
- alpaca-lora
- Jul 29, 2024
Categories
- lantern
- Computer Vision, Vector Databases
- alpaca-lora
- Computer Vision, Inference & Serving, Model Training
Trust and health
Days since push
- lantern
- 575d
- alpaca-lora
- 712d
Open issues (now)
- lantern
- 42
- alpaca-lora
- 366
Owner type
- lantern
- Organization
- alpaca-lora
- User
Security scan
- lantern
- No lockfile
- alpaca-lora
- 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low)
Full report
- lantern
- Trust report
- alpaca-lora
- Trust report
Choose lantern if…
- lantern is primarily Rust; alpaca-lora is Jupyter Notebook.
- License: lantern is AGPL-3.0, alpaca-lora is Apache-2.0.
- Tags unique to lantern: ai, ann, approximate-nearest-neighbor-search, data-science.
- Also covers Vector Databases.
When NOT to use lantern
- Last GitHub push was 577 days ago (dormant maintenance, Dec 12, 2024). Validate activity before betting a new project on lantern.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Choose alpaca-lora if…
- alpaca-lora is primarily Jupyter Notebook; lantern is Rust.
- License: alpaca-lora is Apache-2.0, lantern is AGPL-3.0.
- Tags unique to alpaca-lora: jupyter notebook.
- Also covers Inference & Serving, Model Training.
- alpaca-lora ships Docker support for self-hosted deployment.
When NOT to use alpaca-lora
- Last GitHub push was 712 days ago (dormant maintenance, Jul 29, 2024). Validate activity before betting a new project on alpaca-lora.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- 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 (lanterndata/lantern) · observed Jul 11, 2026
- GitHub forks (lanterndata/lantern) · observed Jul 11, 2026
- Last push (lanterndata/lantern) · observed Dec 12, 2024
- License file (AGPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tloen/alpaca-lora) · observed Jul 11, 2026
- GitHub forks (tloen/alpaca-lora) · observed Jul 11, 2026
- Last push (tloen/alpaca-lora) · observed Jul 29, 2024
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: lantern 888 · alpaca-lora 19k (synced Jul 11, 2026).
Common questions
- What is the difference between lantern and alpaca-lora?
- lantern: PostgreSQL vector database extension for building AI applications. alpaca-lora: Instruct-tune LLaMA on consumer hardware. See the comparison table for live GitHub stats and shared categories.
- When should I choose lantern over alpaca-lora?
- Choose lantern over alpaca-lora when lantern is primarily Rust; alpaca-lora is Jupyter Notebook; License: lantern is AGPL-3.0, alpaca-lora is Apache-2.0; Tags unique to lantern: ai, ann, approximate-nearest-neighbor-search, data-science; Also covers Vector Databases.
- When should I choose alpaca-lora over lantern?
- Choose alpaca-lora over lantern when alpaca-lora is primarily Jupyter Notebook; lantern is Rust; License: alpaca-lora is Apache-2.0, lantern is AGPL-3.0; Tags unique to alpaca-lora: jupyter notebook; Also covers Inference & Serving, Model Training; alpaca-lora ships Docker support for self-hosted deployment.
- When should I avoid lantern?
- Last GitHub push was 577 days ago (dormant maintenance, Dec 12, 2024). Validate activity before betting a new project on lantern. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- When should I avoid alpaca-lora?
- Last GitHub push was 712 days ago (dormant maintenance, Jul 29, 2024). Validate activity before betting a new project on alpaca-lora. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is lantern or alpaca-lora more popular on GitHub?
- alpaca-lora has more GitHub stars (18,913 vs 888). Stars measure visibility, not whether either tool fits your constraints.
- Are lantern and alpaca-lora open source?
- Yes - both are open-source projects on GitHub (lantern: AGPL-3.0, alpaca-lora: Apache-2.0).
- Where can I find alternatives to lantern or alpaca-lora?
- GraphCanon lists graph-backed alternatives at lantern alternatives and alpaca-lora alternatives (lantern markdown twin, alpaca-lora 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, lantern or alpaca-lora?
- lantern: Dormant. alpaca-lora: 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 lantern and alpaca-lora?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: lantern trust report; alpaca-lora trust report.