Comparison
quals-2023 vs alpaca-lora
Verdict
Pick quals-2023 when quals-2023 is primarily C; alpaca-lora is Jupyter Notebook; pick alpaca-lora when alpaca-lora is primarily Jupyter Notebook; quals-2023 is C.
Markdown twin · quals-2023 alternatives · alpaca-lora alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | quals-2023 | alpaca-lora |
|---|---|---|
| Maintenance | Dormant (1128d since push) As of today · github_public_v1 | Dormant (712d 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 lockfile As of today · none | 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low) As of today · osv@v1 |
Tagline
- quals-2023
- Source code for the DEF CON 31 CTF Qualifiers.
- alpaca-lora
- Instruct-tune LLaMA on consumer hardware
Stars
- quals-2023
- 127
- alpaca-lora
- 19k
Forks
- quals-2023
- 11
- alpaca-lora
- 2.2k
Open issues
- quals-2023
- 0
- alpaca-lora
- 366
Language
- quals-2023
- C
- alpaca-lora
- Jupyter Notebook
Adopt for
- quals-2023
- -
- alpaca-lora
- -
Persona
- quals-2023
- -
- alpaca-lora
- -
Runtime
- quals-2023
- -
- alpaca-lora
- -
License
- quals-2023
- -
- alpaca-lora
- Apache-2.0
Last pushed
- quals-2023
- Jun 9, 2023
- alpaca-lora
- Jul 29, 2024
Categories
- quals-2023
- Computer Vision
- alpaca-lora
- Model Training, Computer Vision, Inference & Serving
Trust and health
Days since push
- quals-2023
- 1128d
- alpaca-lora
- 712d
Open issues (now)
- quals-2023
- 0
- alpaca-lora
- 366
Owner type
- quals-2023
- Organization
- alpaca-lora
- User
Security scan
- quals-2023
- No lockfile
- alpaca-lora
- 1 critical, 5 high, 12 medium, 28 low (1 critical, 5 high, 12 medium, 28 low)
Full report
- quals-2023
- Trust report
- alpaca-lora
- Trust report
Choose quals-2023 if…
- quals-2023 is primarily C; alpaca-lora is Jupyter Notebook.
- Tags unique to quals-2023: c++.
- Leaner open-issue backlog (0).
When NOT to use quals-2023
- Last GitHub push was 1129 days ago (dormant maintenance, Jun 9, 2023). Validate activity before betting a new project on quals-2023.
Choose alpaca-lora if…
- alpaca-lora is primarily Jupyter Notebook; quals-2023 is C.
- Tags unique to alpaca-lora: jupyter notebook.
- Also covers Model Training, Inference & Serving.
- 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.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Nautilus-Institute/quals-2023) · observed Jul 11, 2026
- GitHub forks (Nautilus-Institute/quals-2023) · observed Jul 11, 2026
- Last push (Nautilus-Institute/quals-2023) · observed Jun 9, 2023
- License file (unknown) · 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: quals-2023 127 · alpaca-lora 19k (synced Jul 11, 2026).
Common questions
- What is the difference between quals-2023 and alpaca-lora?
- quals-2023: Source code for the DEF CON 31 CTF Qualifiers.. alpaca-lora: Instruct-tune LLaMA on consumer hardware. See the comparison table for live GitHub stats and shared categories.
- When should I choose quals-2023 over alpaca-lora?
- Choose quals-2023 over alpaca-lora when quals-2023 is primarily C; alpaca-lora is Jupyter Notebook; Tags unique to quals-2023: c++; Leaner open-issue backlog (0).
- When should I choose alpaca-lora over quals-2023?
- Choose alpaca-lora over quals-2023 when alpaca-lora is primarily Jupyter Notebook; quals-2023 is C; Tags unique to alpaca-lora: jupyter notebook; Also covers Model Training, Inference & Serving; alpaca-lora ships Docker support for self-hosted deployment.
- When should I avoid quals-2023?
- Last GitHub push was 1129 days ago (dormant maintenance, Jun 9, 2023). Validate activity before betting a new project on quals-2023.
- 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. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is quals-2023 or alpaca-lora more popular on GitHub?
- alpaca-lora has more GitHub stars (18,913 vs 127). Stars measure visibility, not whether either tool fits your constraints.
- Are quals-2023 and alpaca-lora open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to quals-2023 or alpaca-lora?
- GraphCanon lists graph-backed alternatives at quals-2023 alternatives and alpaca-lora alternatives (quals-2023 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, quals-2023 or alpaca-lora?
- quals-2023: 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 quals-2023 and alpaca-lora?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: quals-2023 trust report; alpaca-lora trust report.