Fanqi Wan's picture

Fanqi Wan

Wanfq

·

https://fanqiwan.github.io/

AI & ML interests

Large Language Models, Model Fusion, Self-Improving, Instruction-Tuning, Hallucination Mitigation, Dialogue Systems

Organizations

Wanfq's activity

upvoted a paper 3 months ago

FuseChat: Knowledge Fusion of Chat Models

Paper • 2408.07990 • Published Aug 15 • 9

upvoted a collection 3 months ago

FuseChat 2.0

Knowledge Fusion of Chat Models • 19 items • Updated Aug 22 • 2

upvoted a collection 7 months ago

Tiny Series

Tiny datasets that empower the foundation of Small Language Model! • 11 items • Updated Jan 26 • 35

upvoted 3 collections 8 months ago

Model Merging

Model Merging is a very popular technique nowadays in LLM. Here is a chronological list of papers on the space that will help you get started with it! • 30 items • Updated Jun 12 • 217

FuseChat

FuseChat: Knowledge Fusion of Chat Models • 8 items • Updated Aug 22 • 3

FuseLLM

ICLR'2024: Knowledge Fusion of Large Language Models • 2 items • Updated Aug 16 • 1

upvoted 3 papers 8 months ago

Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog

Paper • 2305.10149 • Published May 17, 2023 • 1

Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration

Paper • 2310.09168 • Published Oct 13, 2023 • 2

Mitigating Hallucinations of Large Language Models via Knowledge Consistent Alignment

Paper • 2401.10768 • Published Jan 19 • 2

upvoted 5 collections 8 months ago

FuseChat

FuseChat: Knowledge Fusion of Chat Models • 8 items • Updated Aug 16 • 2

FuseLLM

ICLR'2024: Knowledge Fusion of Large Language Models • 3 items • Updated Aug 16 • 2

KCA

EMNLP'2024: Knowledge Verification to Nip Hallucination in the Bud • 18 items • Updated Sep 20 • 2

Explore-Instruct

EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration • 13 items • Updated Aug 16 • 3

MAKER

ACL'2023: Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog • 11 items • Updated Aug 16 • 2

upvoted 2 papers 8 months ago

Knowledge Fusion of Large Language Models

Paper • 2401.10491 • Published Jan 19 • 3

FuseChat: Knowledge Fusion of Chat Models

Paper • 2402.16107 • Published Feb 25 • 36