Comparison
LLM-VM vs kvcached
Verdict
Pick LLM-VM if lLM-VM is a Python-based repository aimed at LLM development, highlighting tools for distillation, training, and inference; pick kvcached if kvcached is designed for optimizing dynamic GPU sharing and multiplexing scenarios, beneficial for LLM inference and serving operations.
Markdown twin · LLM-VM alternatives · kvcached alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | LLM-VM | kvcached |
|---|---|---|
| Maintenance | Dormant (802d since push) As of 1mo · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1mo · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- LLM-VM
- irresponsible innovation
- kvcached
- Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond
Stars
- LLM-VM
- 491
- kvcached
- 1.1k
Forks
- LLM-VM
- 138
- kvcached
- 132
Open issues
- LLM-VM
- 131
- kvcached
- 99
Language
- LLM-VM
- Python
- kvcached
- Python
Adopt for
- LLM-VM
- LLM-VM is a Python-based repository aimed at LLM development, highlighting tools for distillation, training, and inference.
- kvcached
- Kvcached is designed for optimizing dynamic GPU sharing and multiplexing scenarios, beneficial for LLM inference and serving operations.
Persona
- LLM-VM
- -
- kvcached
- -
Runtime
- LLM-VM
- -
- kvcached
- -
License
- LLM-VM
- MIT
- kvcached
- Apache-2.0
Last pushed
- LLM-VM
- May 14, 2024
- kvcached
- Aug 23, 2026
Categories
- LLM-VM
- Inference & Serving, LLM Frameworks, Model Training
- kvcached
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- LLM-VM
- Dormant (18%)
- kvcached
- Very active (96%)
Days since push
- LLM-VM
- 802d
- kvcached
- 1d
Open issues (now)
- LLM-VM
- 131
- kvcached
- 99
Stars delta
- LLM-VM
- Unknown
- kvcached
- +27 (30d)
Open issues delta
- LLM-VM
- Unknown
- kvcached
- -5 (30d)
Full report
- LLM-VM
- Trust report
- kvcached
- Trust report
Shared compatibility
- Python · LLM-VM: Python runtime · kvcached: Python runtime
Choose LLM-VM if…
- License: LLM-VM is MIT, kvcached is Apache-2.0.
- Tags unique to LLM-VM: artificial-intelligence, deep-learning, distillation, llm-agent.
- Also covers Model Training.
- LLM-VM ships Docker support for self-hosted deployment.
- When you need streamlined processes for model distillation in your project.
When NOT to use LLM-VM
- Avoid if strict adherence to responsible AI principles is a requirement.
- Not recommended for large-scale commercial deployments that necessitate stable and thoroughly validated tools.
Choose kvcached if…
- License: kvcached is Apache-2.0, LLM-VM is MIT.
- Tags unique to kvcached: elastic-kvcache, gpu-sharing, kvcache.
- If you are looking to optimize performance in environments that require dynamic allocation of GPUs among multiple processes or tasks.
When NOT to use kvcached
- For applications where static, predefined resource allocations are sufficient and do not require dynamic adjustments to GPU usage.
- In scenarios that prioritize simplicity over sophisticated resource management, as Kvcached may add unnecessary complexity with its advanced features for dynamic GPU sharing.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (anarchy-ai/LLM-VM) · observed Jul 25, 2026
- GitHub forks (anarchy-ai/LLM-VM) · observed Jul 25, 2026
- Last push (anarchy-ai/LLM-VM) · observed May 14, 2024
- License file (MIT) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (ovg-project/kvcached) · observed Aug 25, 2026
- GitHub forks (ovg-project/kvcached) · observed Aug 25, 2026
- Last push (ovg-project/kvcached) · observed Aug 23, 2026
- License file (Apache-2.0) · observed Aug 25, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: LLM-VM 491 · kvcached 1.1k (synced Jul 25, 2026).
Common questions
- What is the difference between LLM-VM and kvcached?
- LLM-VM: irresponsible innovation. kvcached: Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond. See the comparison table for live GitHub stats and shared categories.
- When should I choose LLM-VM over kvcached?
- Choose LLM-VM over kvcached when License: LLM-VM is MIT, kvcached is Apache-2.0; Tags unique to LLM-VM: artificial-intelligence, deep-learning, distillation, llm-agent; Also covers Model Training; LLM-VM ships Docker support for self-hosted deployment; When you need streamlined processes for model distillation in your project.
- When should I choose kvcached over LLM-VM?
- Choose kvcached over LLM-VM when License: kvcached is Apache-2.0, LLM-VM is MIT; Tags unique to kvcached: elastic-kvcache, gpu-sharing, kvcache; If you are looking to optimize performance in environments that require dynamic allocation of GPUs among multiple processes or tasks.
- When should I avoid LLM-VM?
- Avoid if strict adherence to responsible AI principles is a requirement. Not recommended for large-scale commercial deployments that necessitate stable and thoroughly validated tools.
- When should I avoid kvcached?
- For applications where static, predefined resource allocations are sufficient and do not require dynamic adjustments to GPU usage. In scenarios that prioritize simplicity over sophisticated resource management, as Kvcached may add unnecessary complexity with its advanced features for dynamic GPU sharing.
- Is LLM-VM or kvcached more popular on GitHub?
- kvcached has more GitHub stars (1,142 vs 491). Stars measure visibility, not whether either tool fits your constraints.
- Are LLM-VM and kvcached open source?
- Yes - both are open-source projects on GitHub (LLM-VM: MIT, kvcached: Apache-2.0).
- Where can I find alternatives to LLM-VM or kvcached?
- GraphCanon lists graph-backed alternatives at LLM-VM alternatives and kvcached alternatives (LLM-VM markdown twin, kvcached 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, LLM-VM or kvcached?
- LLM-VM: Dormant. kvcached: 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 LLM-VM and kvcached?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: LLM-VM trust report; kvcached trust report.