Comparison
happy-llm vs llm-cookbook
Verdict
Pick happy-llm if happy-LLM is a comprehensive guide and resource set designed for users who are aiming to build large-scale models from the ground up using Jupyter Notebooks; pick llm-cookbook if a Chinese version of Andrew Ng's course series on Large Language Models, tailored for developers looking to understand and get started with LLMs through Jupyter Notebooks.
Markdown twin · happy-llm alternatives · llm-cookbook alternatives
GraphCanon updated 3d
Trust & integrity
| Signal | happy-llm | llm-cookbook |
|---|---|---|
| Maintenance | Active (7d since push) As of 3d · github_public_v1 | Dormant (430d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of 3d · 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
- happy-llm
- 📚 From Zero to Building Large Models
- llm-cookbook
- 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版
Stars
- happy-llm
- 33k
- llm-cookbook
- 25k
Forks
- happy-llm
- 3.1k
- llm-cookbook
- 3.0k
Open issues
- happy-llm
- 64
- llm-cookbook
- 10
Language
- happy-llm
- Jupyter Notebook
- llm-cookbook
- Jupyter Notebook
Adopt for
- happy-llm
- Happy-LLM is a comprehensive guide and resource set designed for users who are aiming to build large-scale models from the ground up using Jupyter Notebooks.
- llm-cookbook
- A Chinese version of Andrew Ng's course series on Large Language Models, tailored for developers looking to understand and get started with LLMs through Jupyter Notebooks.
Persona
- happy-llm
- -
- llm-cookbook
- -
Runtime
- happy-llm
- -
- llm-cookbook
- -
License
- happy-llm
- The license under 'Other' suggests that usage rights for Happy-LLM are defined by the provider and might include specific conditions not common in other frameworks.
- llm-cookbook
- -
Last pushed
- happy-llm
- Aug 8, 2026
- llm-cookbook
- Jun 12, 2025
Categories
- happy-llm
- AI Agents, LLM Frameworks
- llm-cookbook
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- happy-llm
- Active (82%)
- llm-cookbook
- Dormant (18%)
Days since push
- happy-llm
- 7d
- llm-cookbook
- 430d
Open issues (now)
- happy-llm
- 64
- llm-cookbook
- 10
Stars delta
- happy-llm
- +848 (30d)
- llm-cookbook
- +123 (30d)
Open issues delta
- happy-llm
- +2 (30d)
- llm-cookbook
- +1 (30d)
Full report
- happy-llm
- Trust report
- llm-cookbook
- Trust report
Typed relationship
Choose happy-llm if…
- Pricing: Pricing or licensing costs are not specified, and the exact terms of use should be verified directly from the source..
- Requirements: - Requires familiarity with Jupyter Notebooks for maximum utility in leveraging resources.; - Intended audience includes beginner to intermediate level model developers who seek a comprehensive learning experience on LLMs..
- Happy-LLM and llm-cookbook both serve as guides for developers to understand and work with large language models.
- Tags unique to happy-llm: agent, rag.
- Also covers AI Agents.
- - When you need detailed, step-by-step guidance on creating large language models with practical examples in Jupyter Notebook.
When NOT to use happy-llm
- - If your goal is to use pre-existing models without understanding their inner workings; Happy-LLM focuses on teaching the construction process from scratch.
- - For those looking for real-time coding environments or platforms with more interactive user interfaces beyond Jupyter Notebooks, which may offer less of a guided learning experience in return.
Choose llm-cookbook if…
- Happy-LLM and llm-cookbook both serve as guides for developers to understand and work with large language models.
- Tags unique to llm-cookbook: cookbook.
- Also covers Developer Tools.
- - You prefer learning in Chinese or have a better grasp when content is available in Chinese.
When NOT to use llm-cookbook
- - If you do not require information in Chinese, other English-language resources might be more suitable and plentiful.
- - You are seeking hands-on coding practice without theoretical foundations; this tutorial integrates both theory and practical exercises but leans towards guided learning rather than open-ended coding
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (datawhalechina/happy-llm) · observed Aug 16, 2026
- GitHub forks (datawhalechina/happy-llm) · observed Aug 16, 2026
- Last push (datawhalechina/happy-llm) · observed Aug 8, 2026
- License file (Other) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (datawhalechina/llm-cookbook) · observed Aug 16, 2026
- GitHub forks (datawhalechina/llm-cookbook) · observed Aug 16, 2026
- Last push (datawhalechina/llm-cookbook) · observed Jun 12, 2025
- License file (unknown) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: happy-llm 33k · llm-cookbook 25k (synced Aug 16, 2026).
Common questions
- What is the difference between happy-llm and llm-cookbook?
- happy-llm: 📚 From Zero to Building Large Models. llm-cookbook: 面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版. See the comparison table for live GitHub stats and shared categories.
- When should I choose happy-llm over llm-cookbook?
- Choose happy-llm over llm-cookbook when Pricing: Pricing or licensing costs are not specified, and the exact terms of use should be verified directly from the source.; Requirements: - Requires familiarity with Jupyter Notebooks for maximum utility in leveraging resources.; - Intended audience includes beginner to intermediate level model developers who seek a comprehensive learning experience on LLMs.; Happy-LLM and llm-cookbook both serve as guides for developers to understand and work with large language models; Tags unique to happy-llm: agent, rag; Also covers AI Agents; - When you need detailed, step-by-step guidance on creating large language models with practical examples in Jupyter Notebook.
- When should I choose llm-cookbook over happy-llm?
- Choose llm-cookbook over happy-llm when Happy-LLM and llm-cookbook both serve as guides for developers to understand and work with large language models; Tags unique to llm-cookbook: cookbook; Also covers Developer Tools; - You prefer learning in Chinese or have a better grasp when content is available in Chinese.
- When should I avoid happy-llm?
- - If your goal is to use pre-existing models without understanding their inner workings; Happy-LLM focuses on teaching the construction process from scratch. - For those looking for real-time coding environments or platforms with more interactive user interfaces beyond Jupyter Notebooks, which may offer less of a guided learning experience in return.
- When should I avoid llm-cookbook?
- - If you do not require information in Chinese, other English-language resources might be more suitable and plentiful. - You are seeking hands-on coding practice without theoretical foundations; this tutorial integrates both theory and practical exercises but leans towards guided learning rather than open-ended coding
- Is happy-llm or llm-cookbook more popular on GitHub?
- happy-llm has more GitHub stars (32,987 vs 24,544). Stars measure visibility, not whether either tool fits your constraints.
- Are happy-llm and llm-cookbook open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to happy-llm or llm-cookbook?
- GraphCanon lists graph-backed alternatives at happy-llm alternatives and llm-cookbook alternatives (happy-llm markdown twin, llm-cookbook 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, happy-llm or llm-cookbook?
- happy-llm: Active. llm-cookbook: 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 happy-llm and llm-cookbook?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: happy-llm trust report; llm-cookbook trust report.