Guannan Lai

AIGNLAI

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Recent Activity

upvoted a paper about 22 hours ago

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing

updated a dataset about 22 hours ago

AIGNLAI/DARS

liked a Space 3 days ago

AIGNLAI/RouteFM-Demo

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upvoted a paper about 22 hours ago

From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing

Paper • 2606.06924 • Published Jun 5 • 1

updated a dataset about 22 hours ago

AIGNLAI/DARS

Viewer • Updated about 22 hours ago • 131k • 258 • 1

liked a Space 3 days ago

RouteFM Demo

🧭

Explore identity-free RouteFM routing across contexts.

updated a collection 3 days ago

LLM Routing Research — Guannan Lai

Collection

Methods, supervision, benchmarks, evaluation tools, models, and demos for reliable and economical LLM routing. • 9 items • Updated 3 days ago

updated a model 3 days ago

AIGNLAI/RouteFM

Updated 3 days ago • 62 • 2

updated a Space 3 days ago

RouteFM Demo

🧭

Explore identity-free RouteFM routing across contexts.

published a Space 3 days ago

RouteFM Demo

🧭

Explore identity-free RouteFM routing across contexts.

published a dataset 4 days ago

SinapisAI/RobustRouteBench

Viewer • Updated 4 days ago • 36.8k • 50

updated a dataset 4 days ago

SinapisAI/RobustRouteBench

Viewer • Updated 4 days ago • 36.8k • 50

upvoted 2 papers 8 days ago

When Routing Collapses: On the Degenerate Convergence of LLM Routers

Paper • 2602.03478 • Published Feb 3 • 1

Pretrain Once, Route Anywhere: Towards a Foundation Model for LLM Routing

Paper • 2609.37362 • Published 13 days ago • 18

New activity in AIGNLAI/RouteFM 8 days ago

Add pipeline tag and remove arxiv tag from metadata

#1 opened 9 days ago by

nielsr

Guannan Lai

AI & ML interests

Recent Activity

Organizations

AIGNLAI's activity

RouteFM Demo

RouteFM Demo

RouteFM Demo

Add pipeline tag and remove arxiv tag from metadata