Comparison
conduit vs unsloth
Verdict
Pick conduit when conduit is primarily Dart; unsloth is Python; pick unsloth when unsloth is primarily Python; conduit is Dart.
Markdown twin · conduit alternatives · unsloth alternatives
GraphCanon updated today
Trust & integrity
| Signal | conduit | unsloth |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · 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
- conduit
- Mobile (iOS/Android) client for OpenWebUI. Chat with your self‑hosted AI.
- unsloth
- A web UI for training and running open models locally.
Stars
- conduit
- 1.8k
- unsloth
- 68k
Forks
- conduit
- 186
- unsloth
- 6.1k
Open issues
- conduit
- 53
- unsloth
- 1.1k
Language
- conduit
- Dart
- unsloth
- Python
Adopt for
- conduit
- -
- unsloth
- Unsloth Studio provides a comprehensive web UI and code-based toolset, Unsloth Core, for training and deploying open-source language models locally. It supports a wide range of models including Gemma, Qwen3.6, LLaMA, and
Persona
- conduit
- -
- unsloth
- -
Runtime
- conduit
- -
- unsloth
- -
License
- conduit
- GPL-3.0
- unsloth
- Apache-2.0
Last pushed
- conduit
- Jul 15, 2026
- unsloth
- Jul 11, 2026
Categories
- conduit
- Developer Tools, Inference & Serving
- unsloth
- Developer Tools, Inference & Serving, Model Training
Trust and health
Open issues (now)
- conduit
- 53
- unsloth
- 1.1k
Owner type
- conduit
- User
- unsloth
- Organization
Full report
- conduit
- Trust report
- unsloth
- Trust report
Choose conduit if…
- conduit is primarily Dart; unsloth is Python.
- License: conduit is GPL-3.0, unsloth is Apache-2.0.
- Tags unique to conduit: dart, ollama, openwebui, selfhosted.
When NOT to use conduit
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose unsloth if…
- unsloth is primarily Python; conduit is Dart.
- License: unsloth is Apache-2.0, conduit is GPL-3.0.
- Requirements: Min 8 GB RAM; Ensure Python environment is set up correctly for both Studio and Core..
- Tags unique to unsloth: agent, deepseek, fine-tuning, gemma.
- Also covers Model Training.
- You should use Unsloth if you need both fine-tuning capabilities and reinforcement learning functionalities on local infrastructure.
When NOT to use unsloth
- Avoid using Unsloth if your primary requirement is cloud-based deployment and management; this tool focuses on local machine capabilities.
- Do not use Unsloth Core or Studio if you do not have the necessary infrastructure to support running language models locally, especially if you lack GPU resources.
- If security is a paramount concern and you cannot tolerate any potential risks of exposing local services (even with HTTPS tunnels), a fully managed cloud-based service might be more appropriate than
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cogwheel0/conduit) · observed Jul 15, 2026
- GitHub forks (cogwheel0/conduit) · observed Jul 15, 2026
- Last push (cogwheel0/conduit) · observed Jul 15, 2026
- License file (GPL-3.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (unslothai/unsloth) · observed Jul 12, 2026
- GitHub forks (unslothai/unsloth) · observed Jul 12, 2026
- Last push (unslothai/unsloth) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 12, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: conduit 1.8k · unsloth 68k (synced Jul 15, 2026).
Common questions
- What is the difference between conduit and unsloth?
- conduit: Mobile (iOS/Android) client for OpenWebUI. Chat with your self‑hosted AI.. unsloth: A web UI for training and running open models locally.. See the comparison table for live GitHub stats and shared categories.
- When should I choose conduit over unsloth?
- Choose conduit over unsloth when conduit is primarily Dart; unsloth is Python; License: conduit is GPL-3.0, unsloth is Apache-2.0; Tags unique to conduit: dart, ollama, openwebui, selfhosted.
- When should I choose unsloth over conduit?
- Choose unsloth over conduit when unsloth is primarily Python; conduit is Dart; License: unsloth is Apache-2.0, conduit is GPL-3.0; Requirements: Min 8 GB RAM; Ensure Python environment is set up correctly for both Studio and Core.; Tags unique to unsloth: agent, deepseek, fine-tuning, gemma; Also covers Model Training; You should use Unsloth if you need both fine-tuning capabilities and reinforcement learning functionalities on local infrastructure.
- When should I avoid conduit?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid unsloth?
- Avoid using Unsloth if your primary requirement is cloud-based deployment and management; this tool focuses on local machine capabilities. Do not use Unsloth Core or Studio if you do not have the necessary infrastructure to support running language models locally, especially if you lack GPU resources. If security is a paramount concern and you cannot tolerate any potential risks of exposing local services (even with HTTPS tunnels), a fully managed cloud-based service might be more appropriate than
- Is conduit or unsloth more popular on GitHub?
- unsloth has more GitHub stars (68,030 vs 1,788). Stars measure visibility, not whether either tool fits your constraints.
- Are conduit and unsloth open source?
- Yes - both are open-source projects on GitHub (conduit: GPL-3.0, unsloth: Apache-2.0).
- Where can I find alternatives to conduit or unsloth?
- GraphCanon lists graph-backed alternatives at conduit alternatives and unsloth alternatives (conduit markdown twin, unsloth 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, conduit or unsloth?
- conduit: Very active. unsloth: 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 conduit and unsloth?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: conduit trust report; unsloth trust report.