Comparison
AlignLLMHumanSurvey vs awesome-LLM-resources
Verdict
Pick AlignLLMHumanSurvey if alignLLMHumanSurvey is a survey repository aggregating resources and research on aligning large language models with human expectations through various methodologies like data collection, training techniques, and model评价; pick awesome-LLM-resources if awesome-LLM-resources is a curated list of resources related to large language models, covering a wide range of topics from multimodal generation to model training and inference.
Markdown twin · AlignLLMHumanSurvey alternatives · awesome-LLM-resources alternatives
GraphCanon updated Oct 11, 2026
7views this month
vs
Trust & integrity
| Signal | AlignLLMHumanSurvey | awesome-LLM-resources |
|---|---|---|
| Maintenance | Steady (32d since push) As of Oct 11, 2026 · github_public_v1 | Very active (3d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Oct 11, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · 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
- AlignLLMHumanSurvey
- A survey on aligning large language models with human expectations
- awesome-LLM-resources
- Summary of the world's best LLM resources.
Stars
- AlignLLMHumanSurvey
- 738
- awesome-LLM-resources
- 9.0k
Forks
- AlignLLMHumanSurvey
- 31
- awesome-LLM-resources
- 993
Open issues
- AlignLLMHumanSurvey
- 2
- awesome-LLM-resources
- 40
Language
- AlignLLMHumanSurvey
- -
- awesome-LLM-resources
- -
Adopt for
- AlignLLMHumanSurvey
- AlignLLMHumanSurvey is a survey repository aggregating resources and research on aligning large language models with human expectations through various methodologies like data collection, training techniques, and model评价
- awesome-LLM-resources
- awesome-LLM-resources is a curated list of resources related to large language models, covering a wide range of topics from multimodal generation to model training and inference.
Persona
- AlignLLMHumanSurvey
- -
- awesome-LLM-resources
- -
Runtime
- AlignLLMHumanSurvey
- -
- awesome-LLM-resources
- -
License
- AlignLLMHumanSurvey
- -
- awesome-LLM-resources
- The repository is licensed under Apache-2.0, allowing for free use, modification, and distribution.
Last pushed
- AlignLLMHumanSurvey
- Sep 8, 2026
- awesome-LLM-resources
- Sep 14, 2026
Categories
- AlignLLMHumanSurvey
- Evaluation & Observability, Model Training
- awesome-LLM-resources
- AI Agents, Computer Vision, Data & Retrieval, Developer Tools, Evaluation & Observability, Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- AlignLLMHumanSurvey
- Steady (60%)
- awesome-LLM-resources
- Very active (96%)
Days since push
- AlignLLMHumanSurvey
- 32d
- awesome-LLM-resources
- 3d
Open issues (now)
- AlignLLMHumanSurvey
- 2
- awesome-LLM-resources
- 40
Stars delta
- AlignLLMHumanSurvey
- 0 (30d)
- awesome-LLM-resources
- +123 (30d)
Open issues delta
- AlignLLMHumanSurvey
- +2 (30d)
- awesome-LLM-resources
- +17 (30d)
Full report
- AlignLLMHumanSurvey
- Trust report
- awesome-LLM-resources
- Trust report
Shared compatibility
- ChatGPT · AlignLLMHumanSurvey: Works with ChatGPT · awesome-LLM-resources: Works with ChatGPT
Choose AlignLLMHumanSurvey if…
- Tags unique to AlignLLMHumanSurvey: awesome, chatgpt, chinese-llama, gpt-4.
- 当您需要全面了解将大型语言模型与人类期望对齐的技术和方法时，可以使用AlignLLMHumanSurvey，它涵盖了数据收集、训练方法和模型评估等多个方面。
- Leaner open-issue backlog (2).
When NOT to use AlignLLMHumanSurvey
- ，AlignLLMHumanSurvey，，。
Choose awesome-LLM-resources if…
- Pricing: The repository itself is free to use, but some linked resources may require payment or have associated costs..
- Requirements: The repository does not specify any technical requirements for accessing its content..
- Tags unique to awesome-LLM-resources: awesome-list, book, course, llm.
- Also covers AI Agents, Computer Vision, Data & Retrieval, Developer Tools, Inference & Serving, LLM Frameworks.
- When you need a comprehensive list of resources for large language models, including multimodal generation, agents, programming assistance, and more.
When NOT to use awesome-LLM-resources
- If you are looking for a tool that provides direct access to LLM APIs or services, as this repository is a list of resources rather than a service provider.
- When you need real-time support or a community forum for troubleshooting LLM-related issues, as this repository is a static list of resources without interactive support.
Explore
AlignLLMHumanSurvey trust report →awesome-LLM-resources trust report →Evaluation & Observability category →Model Training category →AI Agents category →Computer Vision category →Data & Retrieval category →Developer Tools category →Inference & Serving category →LLM Frameworks category →All comparisonsStack workflowsTrending tools
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GaryYufei/AlignLLMHumanSurvey) · observed Oct 11, 2026
- GitHub forks (GaryYufei/AlignLLMHumanSurvey) · observed Oct 11, 2026
- Last push (GaryYufei/AlignLLMHumanSurvey) · observed Sep 8, 2026
- License file (unknown) · observed Oct 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (WangRongsheng/awesome-LLM-resources) · observed Sep 20, 2026
- GitHub forks (WangRongsheng/awesome-LLM-resources) · observed Sep 20, 2026
- Last push (WangRongsheng/awesome-LLM-resources) · 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 on cards: AlignLLMHumanSurvey 738 · awesome-LLM-resources 9.0k (synced Oct 11, 2026).
Common questions
- What is the difference between AlignLLMHumanSurvey and awesome-LLM-resources?
- AlignLLMHumanSurvey: A survey on aligning large language models with human expectations. awesome-LLM-resources: Summary of the world's best LLM resources.. See the comparison table for live GitHub stats and shared categories.
- When should I choose AlignLLMHumanSurvey over awesome-LLM-resources?
- Choose AlignLLMHumanSurvey over awesome-LLM-resources when Tags unique to AlignLLMHumanSurvey: awesome, chatgpt, chinese-llama, gpt-4; 当您需要全面了解将大型语言模型与人类期望对齐的技术和方法时，可以使用AlignLLMHumanSurvey，它涵盖了数据收集、训练方法和模型评估等多个方面。; Leaner open-issue backlog (2).
- When should I choose awesome-LLM-resources over AlignLLMHumanSurvey?
- Choose awesome-LLM-resources over AlignLLMHumanSurvey when Pricing: The repository itself is free to use, but some linked resources may require payment or have associated costs.; Requirements: The repository does not specify any technical requirements for accessing its content.; Tags unique to awesome-LLM-resources: awesome-list, book, course, llm; Also covers AI Agents, Computer Vision, Data & Retrieval, Developer Tools, Inference & Serving, LLM Frameworks; When you need a comprehensive list of resources for large language models, including multimodal generation, agents, programming assistance, and more.
- When should I avoid AlignLLMHumanSurvey?
- ，AlignLLMHumanSurvey，，。
- When should I avoid awesome-LLM-resources?
- If you are looking for a tool that provides direct access to LLM APIs or services, as this repository is a list of resources rather than a service provider. When you need real-time support or a community forum for troubleshooting LLM-related issues, as this repository is a static list of resources without interactive support.
- Is AlignLLMHumanSurvey or awesome-LLM-resources more popular on GitHub?
- awesome-LLM-resources has more GitHub stars (8,968 vs 738). Stars measure visibility, not whether either tool fits your constraints.
- Are AlignLLMHumanSurvey and awesome-LLM-resources open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to AlignLLMHumanSurvey or awesome-LLM-resources?
- GraphCanon lists graph-backed alternatives at AlignLLMHumanSurvey alternatives and awesome-LLM-resources alternatives (AlignLLMHumanSurvey markdown twin, awesome-LLM-resources 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, AlignLLMHumanSurvey or awesome-LLM-resources?
- AlignLLMHumanSurvey: Steady. awesome-LLM-resources: 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 AlignLLMHumanSurvey and awesome-LLM-resources?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AlignLLMHumanSurvey trust report; awesome-LLM-resources trust report.