Comparison
litgpt vs ollama
Verdict
Pick litgpt if litgpt offers a suite of over 20 high-performance large language models, with tools for pretraining, finetuning, and deployment at scale, all under the Apache-2.0 license; pick ollama if ollama is a Go-based framework for deploying and running various large language models, including Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, and Gemma.
Markdown twin · litgpt alternatives · ollama alternatives
GraphCanon updated Sep 30, 2026
20views this month
Trust & integrity
| Signal | litgpt | ollama |
|---|---|---|
| Maintenance | Very active (3d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | Published findings As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Published findings As of Aug 9, 2026 · deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | No public record from this source As of Aug 2, 2026 · openssf-scorecard@v1 |
Tagline
- litgpt
- High-performance LLMs for pretraining, finetuning, and deployment
- ollama
- Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
Stars
- litgpt
- 14k
- ollama
- 181k
Forks
- litgpt
- 1.5k
- ollama
- 18k
Open issues
- litgpt
- 290
- ollama
- 4.0k
Language
- litgpt
- Python
- ollama
- Go
Adopt for
- litgpt
- litgpt offers a suite of over 20 high-performance large language models, with tools for pretraining, finetuning, and deployment at scale, all under the Apache-2.0 license.
- ollama
- Ollama is a Go-based framework for deploying and running various large language models, including Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, and Gemma.
Persona
- litgpt
- -
- ollama
- -
Runtime
- litgpt
- -
- ollama
- -
License
- litgpt
- Apache-2.0
- ollama
- MIT
Last pushed
- litgpt
- Sep 14, 2026
- ollama
- Sep 17, 2026
Categories
- litgpt
- Inference & Serving, LLM Frameworks, Model Training
- ollama
- Inference & Serving, LLM Frameworks
Trust and health
Days since push
- litgpt
- 3d
- ollama
- 0d
Open issues (now)
- litgpt
- 290
- ollama
- 4.0k
Stars delta
- litgpt
- +62 (30d)
- ollama
- +3.7k (30d)
Open issues delta
- litgpt
- +18 (30d)
- ollama
- +451 (30d)
OSV dependency advisories
- litgpt
- No lockfile (source not queried)
- ollama
- Published findings
deps.dev advisories
- litgpt
- Not queried
- ollama
- Published findings
OpenSSF Scorecard
- litgpt
- Not queried
- ollama
- No public record from this source
Full report
- litgpt
- Trust report
- ollama
- Trust report
Typed relationship
litgpt alternative ollamaBoth Ollama and LitGPT offer a way to get up and running with large language models, though Ollama may have a different focus or set of tools compared to the more comprehensive nature of LitGPT.
Shared compatibility
- Python · litgpt: Python runtime · ollama: Python runtime
Choose litgpt if…
- litgpt is primarily Python; ollama is Go.
- License: litgpt is Apache-2.0, ollama is MIT.
- Both Ollama and LitGPT offer a way to get up and running with large language models, though Ollama may have a different focus or set of tools compared to the more comprehensive nature of LitGPT.
- Tags unique to litgpt: ai, artificial-intelligence, deep-learning, large-language-models.
- Also covers Model Training.
- When you need a comprehensive set of over 20 high-performance LLMs for pretraining, finetuning, and deployment.
When NOT to use litgpt
- If you are looking for a tool that supports languages other than Python, as litgpt is exclusively Python-based.
- When you need a tool that offers fewer model options, as litgpt provides over 20 models which might be overwhelming for specific use cases.
- If you require proprietary licensing, as litgpt is open-source under the Apache-2.0 license.
Choose ollama if…
- ollama is primarily Go; litgpt is Python.
- License: ollama is MIT, litgpt is Apache-2.0.
- Both Ollama and LitGPT offer a way to get up and running with large language models, though Ollama may have a different focus or set of tools compared to the more comprehensive nature of LitGPT.
- Tags unique to ollama: deepseek, gemma, glm, go.
- ollama ships Docker support for self-hosted deployment.
- When you need a framework that supports a wide range of large language models, including Qwen and Gemma, and you prefer using Go for development.
When NOT to use ollama
- If your project is heavily reliant on Python or another language and you prefer not to introduce Go into your tech stack.
- When you need a framework that is tightly integrated with a specific model or ecosystem that Ollama does not support, such as models that are only available through a different framework or language.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Lightning-AI/litgpt) · observed Sep 20, 2026
- GitHub forks (Lightning-AI/litgpt) · observed Sep 20, 2026
- Last push (Lightning-AI/litgpt) · observed Sep 14, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (ollama/ollama) · observed Sep 20, 2026
- GitHub forks (ollama/ollama) · observed Sep 20, 2026
- Last push (ollama/ollama) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: litgpt 14k · ollama 181k (synced Sep 20, 2026).
Common questions
- What is the difference between litgpt and ollama?
- litgpt: High-performance LLMs for pretraining, finetuning, and deployment. ollama: Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.. See the comparison table for live GitHub stats and shared categories.
- When should I choose litgpt over ollama?
- Choose litgpt over ollama when litgpt is primarily Python; ollama is Go; License: litgpt is Apache-2.0, ollama is MIT; Both Ollama and LitGPT offer a way to get up and running with large language models, though Ollama may have a different focus or set of tools compared to the more comprehensive nature of LitGPT; Tags unique to litgpt: ai, artificial-intelligence, deep-learning, large-language-models; Also covers Model Training; When you need a comprehensive set of over 20 high-performance LLMs for pretraining, finetuning, and deployment.
- When should I choose ollama over litgpt?
- Choose ollama over litgpt when ollama is primarily Go; litgpt is Python; License: ollama is MIT, litgpt is Apache-2.0; Both Ollama and LitGPT offer a way to get up and running with large language models, though Ollama may have a different focus or set of tools compared to the more comprehensive nature of LitGPT; Tags unique to ollama: deepseek, gemma, glm, go; ollama ships Docker support for self-hosted deployment; When you need a framework that supports a wide range of large language models, including Qwen and Gemma, and you prefer using Go for development.
- When should I avoid litgpt?
- If you are looking for a tool that supports languages other than Python, as litgpt is exclusively Python-based. When you need a tool that offers fewer model options, as litgpt provides over 20 models which might be overwhelming for specific use cases. If you require proprietary licensing, as litgpt is open-source under the Apache-2.0 license.
- When should I avoid ollama?
- If your project is heavily reliant on Python or another language and you prefer not to introduce Go into your tech stack. When you need a framework that is tightly integrated with a specific model or ecosystem that Ollama does not support, such as models that are only available through a different framework or language.
- Is litgpt or ollama more popular on GitHub?
- ollama has more GitHub stars (181,196 vs 13,667). Stars measure visibility, not whether either tool fits your constraints.
- Are litgpt and ollama open source?
- Yes - both are open-source projects on GitHub (litgpt: Apache-2.0, ollama: MIT).
- Where can I find alternatives to litgpt or ollama?
- GraphCanon lists graph-backed alternatives at litgpt alternatives and ollama alternatives (litgpt markdown twin, ollama 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, litgpt or ollama?
- litgpt: Very active. ollama: 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 litgpt and ollama?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: litgpt trust report; ollama trust report.