R-one

3 statements across 3 episodes · 2 bullish · 1 bearish · 3 people on the record · first statement Feb 13, 2025 by Aymeric (Emmerich) · across every show →

Everything said about R-one, oldest first

Feb 13, 2025 positive
Disclosure
Roucher: Hugging Face will fine-tune DeepSeek-R1 for agent workflows
“Looking forward to this, and for instance we're going to fine-tune R-One on agentic stuff, so we'll, we'll get really good powerhouse models soon.”
Aymeric (Emmerich) Feb 13, 2025 ▶ 22:05 smol agents are all you need
Apr 29, 2025 bullish
Insight
Jin: RL enables models to surpass expert labelers and develop self-direction
“The model outperforming expert labelers is, is possible. The model learning, like, self-direction is, like, expected. And yeah, we've seen, like, kind of cool emergent behaviors with, like, you know, like, O-one, O-three, R-one, kind of, like, these, like, thi…”
Roger Jin Apr 29, 2025 ▶ 6:50 What is an RL environment? w/ Nous Research's Roger Jin
May 9, 2025 negative
Assertion Not checkable as stated
No open-source model currently matches OpenAI's general agent capabilities
“There really isn't currently an open source model that behaves in the way that these models do. We have things like R-one, which are great at kind of the single-term math and code reasoning problems. But they are not in the general purpose agents world yet.”
Will Brown May 9, 2025 ▶ 0:38 ⚡️Open Questions in Agentic RL — Will Brown (Prime Intellect)
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