binary-husky/gpt_academic vs hiyouga/LlamaFactory: Trust, Security & Compatibility 2026
Category: research · Winner: hiyouga/LlamaFactory
| Metric | binary-husky/gpt_academic | hiyouga/LlamaFactory |
|---|---|---|
| Trust Score | 71/100 | 90/100 |
| Grade | B | A+ |
| Stars | 70,114 | 67,794 |
| Compliance | 79/100 | 100/100 |
| Source | github | github |
Choosing between binary-husky/gpt_academic and hiyouga/LlamaFactory? This independent comparison analyzes both research tools across trust scores, security vulnerabilities, compliance, and community health — all based on Nerq's analysis of 204K+ AI assets.
Trust Score Comparison
| Metric | binary-husky/gpt_academic | hiyouga/LlamaFactory |
|--------|----------|----------|
| Trust Score | 71/100 | 90/100 |
| Grade | B | A+ |
| Stars | 70,114 | 67,794 |
| Compliance | 79/100 | 100/100 |
| Source | github | github |
Overview
**binary-husky/gpt_academic**: 提供实用化交互接口，特别优化论文相关体验
**hiyouga/LlamaFactory**: Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Verdict
Based on Nerq's independent analysis across 13+ data sources and 52 global AI regulations, **hiyouga/LlamaFactory** scores higher with a trust score of 90/100. hiyouga/LlamaFactory has a clear advantage in the research category.
When choosing between these tools, consider your specific requirements:
- If community size matters most: choose binary-husky/gpt_academic (70,114 stars)
- If compliance is critical: choose hiyouga/LlamaFactory (100/100 compliance)
- If overall trust is the priority: choose hiyouga/LlamaFactory (90/100)
Always run `nerq check gpt_academic` before integrating any AI tool.
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*Trust scores by [Nerq](https://nerq.ai). Updated daily. [Check any agent](https://nerq.ai/v1/preflight?target=binary-husky/gpt_academic).*