Comparison
guildai vs unsloth
Verdict
Pick guildai when tags unique to guildai: python; pick unsloth when requirements: Min 8 GB RAM; Ensure Python environment is set up correctly for both Studio and Core..
Markdown twin · guildai alternatives · unsloth alternatives
GraphCanon updated today
Trust & integrity
| Signal | guildai | unsloth |
|---|---|---|
| Maintenance | Dormant (438d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | 138 low (138 low) As of today · osv@v1 | No lockfile As of 1d · none |
Tagline
- guildai
- Experiment tracking, ML developer tools
- unsloth
- A web UI for training and running open models locally.
Stars
- guildai
- 903
- unsloth
- 68k
Forks
- guildai
- 93
- unsloth
- 6.1k
Open issues
- guildai
- 237
- unsloth
- 1.1k
Language
- guildai
- Python
- unsloth
- Python
Adopt for
- guildai
- -
- 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
- guildai
- -
- unsloth
- -
Runtime
- guildai
- -
- unsloth
- -
License
- guildai
- Apache-2.0
- unsloth
- Apache-2.0
Last pushed
- guildai
- Apr 29, 2025
- unsloth
- Jul 11, 2026
Categories
- guildai
- Developer Tools, Model Training
- unsloth
- Developer Tools, Inference & Serving, Model Training
Trust and health
Maintenance
- guildai
- Dormant (18%)
- unsloth
- Very active (96%)
Days since push
- guildai
- 438d
- unsloth
- 0d
Open issues (now)
- guildai
- 237
- unsloth
- 1.1k
Security scan
- guildai
- 138 low (138 low)
- unsloth
- No lockfile
Full report
- guildai
- Trust report
- unsloth
- Trust report
Shared compatibility
- Python · guildai: Python runtime · unsloth: Python runtime
Choose guildai if…
- Tags unique to guildai: python.
- Leaner open-issue backlog (237).
When NOT to use guildai
- Last GitHub push was 438 days ago (dormant maintenance, Apr 29, 2025). Validate activity before betting a new project on guildai.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Choose unsloth if…
- 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 Inference & Serving.
- 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虞
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (guildai/guildai) · observed Jul 11, 2026
- GitHub forks (guildai/guildai) · observed Jul 11, 2026
- Last push (guildai/guildai) · observed Apr 29, 2025
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 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: guildai 903 · unsloth 68k (synced Jul 11, 2026).
Common questions
- What is the difference between guildai and unsloth?
- guildai: Experiment tracking, ML developer tools. 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 guildai over unsloth?
- Choose guildai over unsloth when Tags unique to guildai: python; Leaner open-issue backlog (237).
- When should I choose unsloth over guildai?
- Choose unsloth over guildai when 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 Inference & Serving; You should use Unsloth if you need both fine-tuning capabilities and reinforcement learning functionalities on local infrastructure.
- When should I avoid guildai?
- Last GitHub push was 438 days ago (dormant maintenance, Apr 29, 2025). Validate activity before betting a new project on guildai. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- 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虞
- Is guildai or unsloth more popular on GitHub?
- unsloth has more GitHub stars (68,030 vs 903). Stars measure visibility, not whether either tool fits your constraints.
- Are guildai and unsloth open source?
- Yes - both are open-source projects on GitHub (guildai: Apache-2.0, unsloth: Apache-2.0).
- Where can I find alternatives to guildai or unsloth?
- GraphCanon lists graph-backed alternatives at guildai alternatives and unsloth alternatives (guildai 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, guildai or unsloth?
- guildai: Dormant. 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 guildai and unsloth?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: guildai trust report; unsloth trust report.