“I mean, that moment alone changed Google's like roadmap. Market share. Seriously. I mean, Google stock, billions of dollars are moving because of Nano.”
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More from Anastasios Angelopoulos
Insight
Angelopoulos: Static benchmarks are intrinsically unable to evaluate generative models
“Static benchmarks are intrinsically, to some extent, unable to measure generative model performance. And the reason is because you cannot Pre-annotate all the outputs of a generative model. You change the model. It's like the distribution of your data is chang…”
Anastasios AngelopoulosNov 1, 2024▶ 6:40In the Arena: How LMSys changed LLM Benchmarking Forever
Opinion
Arena's organic user prompts provide realism that Artificial Analysis lacks
“They have arenas, but the arenas are not based on organic usage. Like the thing that distinguishes our platform versus theirs is that the users are actually inputting their own use case. They're actually asking their own question. And that gives a level of rea…”
Arena sampled open-source models at 60/40, debunking Leaderboard Illusion paper
“But, you know, there, for example said that we were, that we only sampled, like, nine percent open source models and, like, you know, 60%, like, closed source models, and this created a gap between open and closed source. But in reality, we're actually really …”
Arena's public leaderboard will never adopt Gartner-style pay-to-play models
“You can't pay to get on the public leaderboard. It's not like a Gartner in that sense. It's not like any of these, like you know, pay to play systems, never going to be like that. Models are going to be listed on the leaderboard, whether or not the providers p…”
“So there's this model and it crushed the benchmark. You know, it's just like really like a big gap. And what that's telling us is that it's not saturated yet. And so it's still measuring some signal that was encouraging point.”
Anastasios AngelopoulosNov 1, 2024▶ 27:20In the Arena: How LMSys changed LLM Benchmarking Forever
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