Multillm
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![Multillm Multi-agent LLMs in 2026 [+frameworks] | SuperAnnotate](https://cdn.prod.website-files.com/614c82ed388d53640613982e/66bc561d889375519710d3c4_668c04e58d956b84b40f545d_multi-agent-llms-papers.webp)










![Multillm Multi-agent LLMs in 2026 [+frameworks] | SuperAnnotate](https://cdn.prod.website-files.com/614c82ed388d53640613982e/66bc561d889375519710d3d7_668c047a69dcf02f9faec05c_multi-agent-llm-components.webp)

![Multillm Multi-agent LLMs in 2026 [+frameworks] | SuperAnnotate](https://cdn.prod.website-files.com/614c82ed388d53640613982e/66bc561d889375519710d3d1_668c05e4d666d22142e0568a_multi-agent-llm-workflow.webp)











![Multillm [논문 리뷰] When One LLM Drools, Multi-LLM Collaboration Rules](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/when-one-llm-drools-multi-llm-collaboration-rules-0.png)
![Multillm [论文评述] Multi-LLM Text Summarization](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multi-llm-text-summarization-2.png)














![Multillm [논문 리뷰] Retrieval Augmented Generation with Multi-Modal LLM Framework ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/retrieval-augmented-generation-with-multi-modal-llm-framework-for-wireless-environments-2.png)
![Multillm [论文评述] AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/automl-agent-a-multi-agent-llm-framework-for-full-pipeline-automl-1.png)

![Multillm [논문 리뷰] A Multi-LLM Debiasing Framework](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-multi-llm-debiasing-framework-0.png)

![Multillm [논문 리뷰] Autonomous Multi-Modal LLM Agents for Treatment Planning in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/autonomous-multi-modal-llm-agents-for-treatment-planning-in-focused-ultrasound-ablation-surgery-2.png)
![Multillm [논문 리뷰] Exploring Advanced LLM Multi-Agent Systems Based on Blackboard ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/exploring-advanced-llm-multi-agent-systems-based-on-blackboard-architecture-4.png)

![Multillm [论文评述] A Trustworthy Multi-LLM Network: Challenges,Solutions, and A Use ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-trustworthy-multi-llm-network-challengessolutions-and-a-use-case-2.png)

![Multillm [论文评述] Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/dont-hallucinate-abstain-identifying-llm-knowledge-gaps-via-multi-llm-collaboration-2.png)
![Multillm [論文レビュー] MASTER: A Multi-Agent System with LLM Specialized MCTS](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/master-a-multi-agent-system-with-llm-specialized-mcts-2.png)
![Multillm [论文评述] MatterChat: A Multi-Modal LLM for Material Science](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/matterchat-a-multi-modal-llm-for-material-science-3.png)























![Multillm [论文评述] Multi-Task LLM with LoRA Fine-Tuning for Automated Cancer ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/multi-task-llm-with-lora-fine-tuning-for-automated-cancer-staging-and-biomarker-extraction-3.png)

