Comparison
docker-airflow vs alpaca-lora
Verdict
Pick docker-airflow when docker-airflow is primarily Shell; alpaca-lora is Jupyter Notebook; pick alpaca-lora when alpaca-lora is primarily Jupyter Notebook; docker-airflow is Shell.
Markdown twin · docker-airflow alternatives · alpaca-lora alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | docker-airflow | alpaca-lora |
|---|---|---|
| Maintenance | Dormant (1232d since push) As of today · github_public_v1 | Dormant (712d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | Published findings As of 3d · 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
- docker-airflow
- Docker Apache Airflow
- alpaca-lora
- Instruct-tune LLaMA on consumer hardware
Stars
- docker-airflow
- 3.8k
- alpaca-lora
- 19k
Forks
- docker-airflow
- 586
- alpaca-lora
- 2.2k
Open issues
- docker-airflow
- 261
- alpaca-lora
- 366
Language
- docker-airflow
- Shell
- alpaca-lora
- Jupyter Notebook
Adopt for
- docker-airflow
- -
- alpaca-lora
- -
Persona
- docker-airflow
- -
- alpaca-lora
- -
Runtime
- docker-airflow
- -
- alpaca-lora
- -
License
- docker-airflow
- Apache-2.0
- alpaca-lora
- Apache-2.0
Last pushed
- docker-airflow
- Mar 1, 2023
- alpaca-lora
- Jul 29, 2024
Categories
- docker-airflow
- Computer Vision
- alpaca-lora
- Computer Vision, Inference & Serving, Model Training
Trust and health
Days since push
- docker-airflow
- 1232d
- alpaca-lora
- 712d
Open issues (now)
- docker-airflow
- 261
- alpaca-lora
- 366
OSV dependency advisories
- docker-airflow
- No lockfile (source not queried)
- alpaca-lora
- Published findings
Full report
- docker-airflow
- Trust report
- alpaca-lora
- Trust report
Choose docker-airflow if…
- docker-airflow is primarily Shell; alpaca-lora is Jupyter Notebook.
- Tags unique to docker-airflow: airflow, docker, docker-airflow, management.
- Leaner open-issue backlog (261).
When NOT to use docker-airflow
- Last GitHub push was 1232 days ago (dormant maintenance, Mar 1, 2023). Validate activity before betting a new project on docker-airflow.
Choose alpaca-lora if…
- alpaca-lora is primarily Jupyter Notebook; docker-airflow is Shell.
- Tags unique to alpaca-lora: jupyter-notebook.
- Also covers Inference & Serving, Model Training.
When NOT to use alpaca-lora
- Last GitHub push was 716 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 (puckel/docker-airflow) · observed Jul 15, 2026
- GitHub forks (puckel/docker-airflow) · observed Jul 15, 2026
- Last push (puckel/docker-airflow) · observed Mar 1, 2023
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 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: docker-airflow 3.8k · alpaca-lora 19k (synced Jul 15, 2026).
Common questions
- What is the difference between docker-airflow and alpaca-lora?
- docker-airflow: Docker Apache Airflow. alpaca-lora: Instruct-tune LLaMA on consumer hardware. See the comparison table for live GitHub stats and shared categories.
- When should I choose docker-airflow over alpaca-lora?
- Choose docker-airflow over alpaca-lora when docker-airflow is primarily Shell; alpaca-lora is Jupyter Notebook; Tags unique to docker-airflow: airflow, docker, docker-airflow, management; Leaner open-issue backlog (261).
- When should I choose alpaca-lora over docker-airflow?
- Choose alpaca-lora over docker-airflow when alpaca-lora is primarily Jupyter Notebook; docker-airflow is Shell; Tags unique to alpaca-lora: jupyter-notebook; Also covers Inference & Serving, Model Training.
- When should I avoid docker-airflow?
- Last GitHub push was 1232 days ago (dormant maintenance, Mar 1, 2023). Validate activity before betting a new project on docker-airflow.
- When should I avoid alpaca-lora?
- Last GitHub push was 716 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 docker-airflow or alpaca-lora more popular on GitHub?
- alpaca-lora has more GitHub stars (18,913 vs 3,809). Stars measure visibility, not whether either tool fits your constraints.
- Are docker-airflow and alpaca-lora open source?
- Yes - both are open-source projects on GitHub (docker-airflow: Apache-2.0, alpaca-lora: Apache-2.0).
- Where can I find alternatives to docker-airflow or alpaca-lora?
- GraphCanon lists graph-backed alternatives at docker-airflow alternatives and alpaca-lora alternatives (docker-airflow 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, docker-airflow or alpaca-lora?
- docker-airflow: 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 docker-airflow and alpaca-lora?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: docker-airflow trust report; alpaca-lora trust report.