Comparison
aikit vs exllama
Verdict
Pick aikit when aikit is primarily Go; exllama is Python; pick exllama when exllama is primarily Python; aikit is Go.
Markdown twin · aikit alternatives · exllama alternatives
GraphCanon updated today
Trust & integrity
| Signal | aikit | exllama |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (1014d 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 | 29 low (29 low) As of today · osv@v1 |
Tagline
- aikit
- Fine-tune, build, and deploy open-source LLMs easily!
- exllama
- More memory-efficient rewrite of HF transformers for Llama with quantized weights
Stars
- aikit
- 533
- exllama
- 2.9k
Forks
- aikit
- 57
- exllama
- 223
Open issues
- aikit
- 41
- exllama
- 65
Language
- aikit
- Go
- exllama
- Python
Adopt for
- aikit
- Aikit is a toolkit designed for fine-tuning, building and deploying large language models (LLMs) with an emphasis on open-source technologies.
- exllama
- -
Persona
- aikit
- -
- exllama
- -
Runtime
- aikit
- -
- exllama
- -
License
- aikit
- MIT
- exllama
- MIT
Last pushed
- aikit
- Jul 11, 2026
- exllama
- Sep 30, 2023
Categories
- aikit
- LLM Frameworks, Model Training, Inference & Serving
- exllama
- LLM Frameworks, Inference & Serving
Trust and health
Maintenance
- aikit
- Very active (96%)
- exllama
- Dormant (18%)
Days since push
- aikit
- 0d
- exllama
- 1014d
Open issues (now)
- aikit
- 41
- exllama
- 65
Owner type
- aikit
- Organization
- exllama
- User
Security scan
- aikit
- No lockfile
- exllama
- 29 low (29 low)
Full report
- aikit
- Trust report
- exllama
- Trust report
Choose aikit if…
- aikit is primarily Go; exllama is Python.
- Tags unique to aikit: gemma, fine-tuning, ai, docker.
- Also covers Model Training.
- - You need a flexible solution specifically built using Go and prefer its concurrency model.
When NOT to use aikit
- - You have a preference or requirement for Python-based tools due to the lack of native support in Aikit.
- - If your deployment setup strictly uses cloud-specific platforms and you do not use Kubernetes or Docker, as Aikit heavily integrates with containerized environments like these.
Choose exllama if…
- exllama is primarily Python; aikit is Go.
- Tags unique to exllama: nvidia support, gpu optimization, memory efficiency, docker container support.
- More GitHub stars (2.9k vs 533) - visibility, not fit.
When NOT to use exllama
- Last GitHub push was 1015 days ago (dormant maintenance, Sep 30, 2023). Validate activity before betting a new project on exllama.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- 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 (kaito-project/aikit) · observed Jul 11, 2026
- GitHub forks (kaito-project/aikit) · observed Jul 11, 2026
- Last push (kaito-project/aikit) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (turboderp/exllama) · observed Jul 11, 2026
- GitHub forks (turboderp/exllama) · observed Jul 11, 2026
- Last push (turboderp/exllama) · observed Sep 30, 2023
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: aikit 533 · exllama 2.9k (synced Jul 11, 2026).
Common questions
- What is the difference between aikit and exllama?
- aikit: Fine-tune, build, and deploy open-source LLMs easily!. exllama: More memory-efficient rewrite of HF transformers for Llama with quantized weights. See the comparison table for live GitHub stats and shared categories.
- When should I choose aikit over exllama?
- Choose aikit over exllama when aikit is primarily Go; exllama is Python; Tags unique to aikit: gemma, fine-tuning, ai, docker; Also covers Model Training; - You need a flexible solution specifically built using Go and prefer its concurrency model.
- When should I choose exllama over aikit?
- Choose exllama over aikit when exllama is primarily Python; aikit is Go; Tags unique to exllama: nvidia support, gpu optimization, memory efficiency, docker container support; More GitHub stars (2.9k vs 533) - visibility, not fit.
- When should I avoid aikit?
- - You have a preference or requirement for Python-based tools due to the lack of native support in Aikit. - If your deployment setup strictly uses cloud-specific platforms and you do not use Kubernetes or Docker, as Aikit heavily integrates with containerized environments like these.
- When should I avoid exllama?
- Last GitHub push was 1015 days ago (dormant maintenance, Sep 30, 2023). Validate activity before betting a new project on exllama. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is aikit or exllama more popular on GitHub?
- exllama has more GitHub stars (2,930 vs 533). Stars measure visibility, not whether either tool fits your constraints.
- Are aikit and exllama open source?
- Yes - both are open-source projects on GitHub (aikit: MIT, exllama: MIT).
- Where can I find alternatives to aikit or exllama?
- GraphCanon lists graph-backed alternatives at aikit alternatives and exllama alternatives (aikit markdown twin, exllama 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, aikit or exllama?
- aikit: Very active. exllama: 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 aikit and exllama?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: aikit trust report; exllama trust report.