Comparison
AlignLLMHumanSurvey vs awesome-llm-human-preference-datasets
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-human-preference-datasets if awesome-llm-human-preference-datasets is an open-source repository that curates a collection of human preference datasets for fine-tuning large language models (LLMs), with a focus on reinforcement learning with human反馈被.
Markdown twin · AlignLLMHumanSurvey alternatives · awesome-llm-human-preference-datasets alternatives
GraphCanon updated 2w
vs
awesome-llm-human-preference-datasets
glgh/awesome-llm-human-preference-datasets
★ 390pushed Oct 4, 2023
Trust & integrity
| Signal | AlignLLMHumanSurvey | awesome-llm-human-preference-datasets |
|---|---|---|
| Maintenance | Dormant (1060d since push) As of 2w · github_public_v1 | Dormant (1036d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Personal account As of 2w · 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
- AlignLLMHumanSurvey
- A survey on aligning large language models with human expectations
- awesome-llm-human-preference-datasets
- Curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval
Stars
- AlignLLMHumanSurvey
- 742
- awesome-llm-human-preference-datasets
- 390
Forks
- AlignLLMHumanSurvey
- 30
- awesome-llm-human-preference-datasets
- 19
Open issues
- AlignLLMHumanSurvey
- 0
- awesome-llm-human-preference-datasets
- 0
Language
- AlignLLMHumanSurvey
- -
- awesome-llm-human-preference-datasets
- -
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-human-preference-datasets
- awesome-llm-human-preference-datasets is an open-source repository that curates a collection of human preference datasets for fine-tuning large language models (LLMs), with a focus on reinforcement learning with human反馈被
Persona
- AlignLLMHumanSurvey
- -
- awesome-llm-human-preference-datasets
- -
Runtime
- AlignLLMHumanSurvey
- -
- awesome-llm-human-preference-datasets
- -
License
- AlignLLMHumanSurvey
- -
- awesome-llm-human-preference-datasets
- MIT
Last pushed
- AlignLLMHumanSurvey
- Sep 11, 2023
- awesome-llm-human-preference-datasets
- Oct 4, 2023
Categories
- AlignLLMHumanSurvey
- Evaluation & Observability, Model Training
- awesome-llm-human-preference-datasets
- Evaluation & Observability, Model Training
Trust and health
Days since push
- AlignLLMHumanSurvey
- 1060d
- awesome-llm-human-preference-datasets
- 1036d
Full report
- AlignLLMHumanSurvey
- Trust report
- awesome-llm-human-preference-datasets
- Trust report
Shared compatibility
- ChatGPT · AlignLLMHumanSurvey: Works with ChatGPT · awesome-llm-human-preference-datasets: 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。
- More GitHub stars (742 vs 390) - visibility, not fit.
When NOT to use AlignLLMHumanSurvey
- ，AlignLLMHumanSurvey，，。
Choose awesome-llm-human-preference-datasets if…
- Tags unique to awesome-llm-human-preference-datasets: awesome-list, datasets, eval, human-preferences.
- 当你需要对大型语言模型（LLM）进行微调，并希望使用经过人类评估的数据集来增强模型性能，尤其是在强化学习场景中时。
- More recently updated (last pushed Oct 4, 2023).
When NOT to use awesome-llm-human-preference-datasets
- NLP，LLM、，。
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GaryYufei/AlignLLMHumanSurvey) · observed Aug 6, 2026
- GitHub forks (GaryYufei/AlignLLMHumanSurvey) · observed Aug 6, 2026
- Last push (GaryYufei/AlignLLMHumanSurvey) · observed Sep 11, 2023
- License file (unknown) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (glgh/awesome-llm-human-preference-datasets) · observed Aug 6, 2026
- GitHub forks (glgh/awesome-llm-human-preference-datasets) · observed Aug 6, 2026
- Last push (glgh/awesome-llm-human-preference-datasets) · observed Oct 4, 2023
- License file (MIT) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AlignLLMHumanSurvey 742 · awesome-llm-human-preference-datasets 390 (synced Aug 6, 2026).
Common questions
- What is the difference between AlignLLMHumanSurvey and awesome-llm-human-preference-datasets?
- AlignLLMHumanSurvey: A survey on aligning large language models with human expectations. awesome-llm-human-preference-datasets: Curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval. See the comparison table for live GitHub stats and shared categories.
- When should I choose AlignLLMHumanSurvey over awesome-llm-human-preference-datasets?
- Choose AlignLLMHumanSurvey over awesome-llm-human-preference-datasets 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。; More GitHub stars (742 vs 390) - visibility, not fit.
- When should I choose awesome-llm-human-preference-datasets over AlignLLMHumanSurvey?
- Choose awesome-llm-human-preference-datasets over AlignLLMHumanSurvey when Tags unique to awesome-llm-human-preference-datasets: awesome-list, datasets, eval, human-preferences; 当你需要对大型语言模型（LLM）进行微调，并希望使用经过人类评估的数据集来增强模型性能，尤其是在强化学习场景中时。; More recently updated (last pushed Oct 4, 2023).
- When should I avoid AlignLLMHumanSurvey?
- ，AlignLLMHumanSurvey，，。
- When should I avoid awesome-llm-human-preference-datasets?
- NLP，LLM、，。
- Is AlignLLMHumanSurvey or awesome-llm-human-preference-datasets more popular on GitHub?
- AlignLLMHumanSurvey has more GitHub stars (742 vs 390). Stars measure visibility, not whether either tool fits your constraints.
- Are AlignLLMHumanSurvey and awesome-llm-human-preference-datasets open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to AlignLLMHumanSurvey or awesome-llm-human-preference-datasets?
- GraphCanon lists graph-backed alternatives at AlignLLMHumanSurvey alternatives and awesome-llm-human-preference-datasets alternatives (AlignLLMHumanSurvey markdown twin, awesome-llm-human-preference-datasets 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-human-preference-datasets?
- AlignLLMHumanSurvey: Dormant. awesome-llm-human-preference-datasets: 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 AlignLLMHumanSurvey and awesome-llm-human-preference-datasets?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AlignLLMHumanSurvey trust report; awesome-llm-human-preference-datasets trust report.