Comparison
Model-Fingerprint vs Liger-Kernel
Verdict
Pick Model-Fingerprint when license: Model-Fingerprint is MIT, Liger-Kernel is BSD-2-Clause; pick Liger-Kernel when license: Liger-Kernel is BSD-2-Clause, Model-Fingerprint is MIT.
Markdown twin · Model-Fingerprint alternatives · Liger-Kernel alternatives
GraphCanon updated today
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Trust & integrity
| Signal | Model-Fingerprint | Liger-Kernel |
|---|---|---|
| Maintenance | Dormant (730d since push) As of today · github_public_v1 | Very active (4d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No lockfile As of today · none |
Tagline
- Model-Fingerprint
- Fingerprint large language models
- Liger-Kernel
- Efficient Triton Kernels for LLM Training
Stars
- Model-Fingerprint
- 52
- Liger-Kernel
- 6.5k
Forks
- Model-Fingerprint
- 8
- Liger-Kernel
- 554
Open issues
- Model-Fingerprint
- 5
- Liger-Kernel
- 161
Language
- Model-Fingerprint
- Python
- Liger-Kernel
- Python
Adopt for
- Model-Fingerprint
- -
- Liger-Kernel
- -
Persona
- Model-Fingerprint
- -
- Liger-Kernel
- -
Runtime
- Model-Fingerprint
- -
- Liger-Kernel
- -
License
- Model-Fingerprint
- MIT
- Liger-Kernel
- BSD-2-Clause
Last pushed
- Model-Fingerprint
- Jul 11, 2024
- Liger-Kernel
- Jul 6, 2026
Categories
- Model-Fingerprint
- LLM Frameworks, Model Training, Vector Databases
- Liger-Kernel
- LLM Frameworks, Model Training
Trust and health
Maintenance
- Model-Fingerprint
- Dormant (18%)
- Liger-Kernel
- Very active (96%)
Days since push
- Model-Fingerprint
- 730d
- Liger-Kernel
- 4d
Open issues (now)
- Model-Fingerprint
- 5
- Liger-Kernel
- 161
Owner type
- Model-Fingerprint
- User
- Liger-Kernel
- Organization
Security scan
- Model-Fingerprint
- No criticals
- Liger-Kernel
- No lockfile
Full report
- Model-Fingerprint
- Trust report
- Liger-Kernel
- Trust report
Shared compatibility
- Python · Model-Fingerprint: Python runtime · Liger-Kernel: Python runtime
Choose Model-Fingerprint if…
- License: Model-Fingerprint is MIT, Liger-Kernel is BSD-2-Clause.
- Tags unique to Model-Fingerprint: python.
- Also covers Vector Databases.
When NOT to use Model-Fingerprint
- Last GitHub push was 731 days ago (dormant maintenance, Jul 11, 2024). Validate activity before betting a new project on Model-Fingerprint.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Choose Liger-Kernel if…
- License: Liger-Kernel is BSD-2-Clause, Model-Fingerprint is MIT.
- Tags unique to Liger-Kernel: llms, llama, mistral, gemma2.
- More GitHub stars (6.5k vs 52) - visibility, not fit.
When NOT to use Liger-Kernel
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- 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 (cnut1648/Model-Fingerprint) · observed Jul 11, 2026
- GitHub forks (cnut1648/Model-Fingerprint) · observed Jul 11, 2026
- Last push (cnut1648/Model-Fingerprint) · observed Jul 11, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (linkedin/Liger-Kernel) · observed Jul 11, 2026
- GitHub forks (linkedin/Liger-Kernel) · observed Jul 11, 2026
- Last push (linkedin/Liger-Kernel) · observed Jul 6, 2026
- License file (BSD-2-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Model-Fingerprint 52 · Liger-Kernel 6.5k (synced Jul 11, 2026).
Common questions
- What is the difference between Model-Fingerprint and Liger-Kernel?
- Model-Fingerprint: Fingerprint large language models. Liger-Kernel: Efficient Triton Kernels for LLM Training. See the comparison table for live GitHub stats and shared categories.
- When should I choose Model-Fingerprint over Liger-Kernel?
- Choose Model-Fingerprint over Liger-Kernel when License: Model-Fingerprint is MIT, Liger-Kernel is BSD-2-Clause; Tags unique to Model-Fingerprint: python; Also covers Vector Databases.
- When should I choose Liger-Kernel over Model-Fingerprint?
- Choose Liger-Kernel over Model-Fingerprint when License: Liger-Kernel is BSD-2-Clause, Model-Fingerprint is MIT; Tags unique to Liger-Kernel: llms, llama, mistral, gemma2; More GitHub stars (6.5k vs 52) - visibility, not fit.
- When should I avoid Model-Fingerprint?
- Last GitHub push was 731 days ago (dormant maintenance, Jul 11, 2024). Validate activity before betting a new project on Model-Fingerprint. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. 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 Liger-Kernel?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is Model-Fingerprint or Liger-Kernel more popular on GitHub?
- Liger-Kernel has more GitHub stars (6,494 vs 52). Stars measure visibility, not whether either tool fits your constraints.
- Are Model-Fingerprint and Liger-Kernel open source?
- Yes - both are open-source projects on GitHub (Model-Fingerprint: MIT, Liger-Kernel: BSD-2-Clause).
- Where can I find alternatives to Model-Fingerprint or Liger-Kernel?
- GraphCanon lists graph-backed alternatives at Model-Fingerprint alternatives and Liger-Kernel alternatives (Model-Fingerprint markdown twin, Liger-Kernel 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, Model-Fingerprint or Liger-Kernel?
- Model-Fingerprint: Dormant. Liger-Kernel: 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 Model-Fingerprint and Liger-Kernel?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Model-Fingerprint trust report; Liger-Kernel trust report.