--- title: "pythia vs llm-books" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/eleutherai-pythia-vs-morsoli-llm-books" tools: ["eleutherai-pythia", "morsoli-llm-books"] --- # pythia vs llm-books *GraphCanon updated Jul 12, 2026* ## Verdict Pick pythia when pythia is primarily Jupyter Notebook; llm-books is Python; pick llm-books when llm-books is primarily Python; pythia is Jupyter Notebook. [pythia](https://github.com/EleutherAI/pythia) reports 2.8k GitHub stars, 218 forks, and 23 open issues, last pushed Nov 15, 2025. [llm-books](https://aitutor.liduos.com/) has 767 stars, 53 forks, and 6 open issues, last pushed Nov 29, 2024. Figures are from public GitHub metadata via [pythia's repository](https://github.com/EleutherAI/pythia) and [llm-books's repository](https://github.com/morsoli/llm-books). | | [pythia](/tools/eleutherai-pythia.md) | [llm-books](/tools/morsoli-llm-books.md) | | --- | --- | --- | | Tagline | The hub for EleutherAI's work on interpretability and learning dynamics | Notes on practical application development using LLM | | Stars | 2,845 | 767 | | Forks | 218 | 53 | | Open issues | 23 | 6 | | Language | Jupyter Notebook | Python | | Adopt for | - | Decision-Critical Facts for 'llm-books' | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Unknown License | | Categories | Developer Tools | Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [pythia](/tools/eleutherai-pythia.md) | [llm-books](/tools/morsoli-llm-books.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Dormant (18%) | | Days since push | 237d | 589d | | Open issues (now) | 23 | 6 | | Owner type | Organization | User | | Security scan | 2 low (2 low) | No lockfile | | Full report | [trust report](/tools/eleutherai-pythia/trust.md) | [trust report](/tools/morsoli-llm-books/trust.md) | ## Decision facts: llm-books - **Pricing:** unknown - **Adopt for:** Decision-Critical Facts for 'llm-books' - **License detail:** Unknown License ## Choose when ### Choose pythia if… - pythia is primarily Jupyter Notebook; llm-books is Python. - Tags unique to pythia: jupyter notebook. - More GitHub stars (2.8k vs 767) - visibility, not fit. ### Choose llm-books if… - llm-books is primarily Python; pythia is Jupyter Notebook. - Tags unique to llm-books: chatgpt, chatgpt-api, langchain, llm. - Also covers LLM Frameworks. - llm-books ships Docker support for self-hosted deployment. - Decision-Critical Facts for 'llm-books' ## When NOT to use pythia - Last GitHub push was 238 days ago (slowing maintenance, Nov 15, 2025). Validate activity before betting a new project on pythia. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## When NOT to use llm-books - Last GitHub push was 590 days ago (dormant maintenance, Nov 29, 2024). Validate activity before betting a new project on llm-books. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between pythia and llm-books? pythia: The hub for EleutherAI's work on interpretability and learning dynamics. llm-books: Notes on practical application development using LLM. See the comparison table for live GitHub stats and shared categories. ### When should I choose pythia over llm-books? Choose pythia over llm-books when pythia is primarily Jupyter Notebook; llm-books is Python; Tags unique to pythia: jupyter notebook; More GitHub stars (2.8k vs 767) - visibility, not fit. ### When should I choose llm-books over pythia? Choose llm-books over pythia when llm-books is primarily Python; pythia is Jupyter Notebook; Tags unique to llm-books: chatgpt, chatgpt-api, langchain, llm; Also covers LLM Frameworks; llm-books ships Docker support for self-hosted deployment; Decision-Critical Facts for 'llm-books'. ### When should I avoid pythia? Last GitHub push was 238 days ago (slowing maintenance, Nov 15, 2025). Validate activity before betting a new project on pythia. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### When should I avoid llm-books? Last GitHub push was 590 days ago (dormant maintenance, Nov 29, 2024). Validate activity before betting a new project on llm-books. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is pythia or llm-books more popular on GitHub? pythia has more GitHub stars (2,845 vs 767). Stars measure visibility, not whether either tool fits your constraints. ### Are pythia and llm-books open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to pythia or llm-books? GraphCanon lists graph-backed alternatives at [pythia alternatives](/tools/eleutherai-pythia/alternatives) and [llm-books alternatives](/tools/morsoli-llm-books/alternatives) ([pythia markdown twin](/tools/eleutherai-pythia/alternatives.md), [llm-books markdown twin](/tools/morsoli-llm-books/alternatives.md)), 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](/compare/eleutherai-pythia-vs-morsoli-llm-books.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, pythia or llm-books? pythia: Slowing. llm-books: 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 pythia and llm-books? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [pythia trust report](/tools/eleutherai-pythia/trust); [llm-books trust report](/tools/morsoli-llm-books/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=eleutherai-pythia`](/api/graphcanon/graph?tool=eleutherai-pythia) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_