LMSys Revolutionizes LLM Benchmarking 🚀
LMSys transforms LLM evaluation with ChatBot Arena, MT-Bench, style control, and dynamic benchmarks, setting new industry standards.
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831 views • Nov 1, 2024
About this video
LMArena's leads on pioneering LLM evals with ChatBot Arena and MT-Bench, adjusting for human bias with Style Control, and replacing static benchmarks with dynamic evaluations.
https://www.latent.space/p/lmarena
00:00:00 Introductions
00:01:16 Origin and development of Chatbot Arena
00:05:41 Static benchmarks vs. Arenas
00:09:03 Community building
00:13:32 Biases in human preference evaluation
00:18:27 Style Control and Model Categories
00:26:06 Impact of o1
00:29:15 Collaborating with AI labs
00:34:51 RouteLLM and router models
00:38:09 Future of LMSys / Arena
https://www.latent.space/p/lmarena
00:00:00 Introductions
00:01:16 Origin and development of Chatbot Arena
00:05:41 Static benchmarks vs. Arenas
00:09:03 Community building
00:13:32 Biases in human preference evaluation
00:18:27 Style Control and Model Categories
00:26:06 Impact of o1
00:29:15 Collaborating with AI labs
00:34:51 RouteLLM and router models
00:38:09 Future of LMSys / Arena
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Video Information
Views
831
Likes
13
Duration
41:02
Published
Nov 1, 2024
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