Agents
Llm Multiagent Debate
ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate
Our verdict
We have not reviewed Llm Multiagent Debate yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About Llm Multiagent Debate
Implements a multiagent debate system where multiple language model instances argue for their answers, then converge on a more factual and reasoned final response. Based on the ICML 2024 paper 'Improving Factuality and Reasoning in Language Models through Multiagent Debate'. Provides Python scripts to orchestrate debates between model instances.
Best for
Researchers and developers exploring debate-based self-correction for LLMs
Use cases
- Improving answer factualness for LLM outputs
- Reducing hallucination in generated text
- Enhancing reasoning accuracy via iterative debate
Notes
543 stars on GitHub. Last updated 2025-04-24.
Pros
- Straightforward implementation of a proven academic method
- Open-source and community-supported
- Modular design allows customization of debate rounds and models
Cons
- Requires multiple API calls per query increasing cost
- Relies on the quality of base models debates
- No official maintainer or commercial support
Key facts
What we have checked
- Days since the last commit
- 549
- GitHub forks
- 85
- GitHub stars
- 556
- Days to a first reply on issues
- 0.4
- Open issues
- 8
- Releases in the last 90 days
- 0
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Health and security
Is Llm Multiagent Debate looked after, and what do its setup files show
Health score
44 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 0 of 30 | Last push 549 days ago |
| Releases | 0 of 15 | 0 releases in 90 days |
| Issue replies | 20 of 20 | First reply in 0.4 days (median) |
| Maintainer | 15 of 15 | Owned by an organisation |
| Official source | Not counted | MCP servers only |
Alternatives
Alternatives to Llm Multiagent Debate
| Record | Type | How we know | Checked |
|---|---|---|---|
| chatarenaAlternative to this | Agent | Named in the listing | Not dated |
| harrison/ai-counselAlternative to this | MCP server | Named in the listing | Not dated |
| Hugging FaceAlternative to this | Agent | Named in the listing | Not dated |
| spyrae/claude-conciliumAlternative to this | MCP server | Named in the listing | Not dated |
| WestworldAlternative to this | Agent | Named in the listing | Not dated |
| AutoGenThis is an alternative to it | App | Named in the listing | Not dated |
| ChatDevThis is an alternative to it | Agent | Named in the listing | Not dated |
| CrewaiThis is an alternative to it | Agent | Named in the listing | Not dated |
Compare
Compare Llm Multiagent Debate side by side
Sources
Where this comes from
- GitHubRegistry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
ChatDev
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Crewai
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AutoGen
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chatarena
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ChatArena is an open-source framework for building and running multi-agent language model environments.
Hugging Face
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Discover amazing ML apps made by the community
Westworld
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Multi-agent simulation library in Python
harrison/ai-counsel
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