Dave Bullock @eecue - Twitter Profile

Dave Bullock @eecue

over 1 year ago

New Post: https://t.co/zq8HIOYJnI

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eecue retweeted

Aleksei Petrenko

@petrenko_ai

over 1 year ago

Excited to share our new pre-print https://t.co/FtT3hkHKeG We train a digital agent that solves diverse day-to-day tasks from the AppWorld benchmark by interacting with its stateful environment using API calls. AppWorld is hard! The previous best open-weight agent (Llama 3 70B) reached only a 7% success rate on the hardest test split. Our RL algorithm, LOOP - a PPO variant with Monte Carlo baselines - achieves a 45.7% success rate, 24% over the base Qwen 2.5 32B, and 9% higher than a much larger OpenAI o1.

petrenko_ai's tweet photo. Excited to share our new pre-print https://t.co/FtT3hkHKeG

We train a digital agent that solves diverse day-to-day tasks from the AppWorld benchmark by interacting with its stateful environment using API calls. AppWorld is hard! The previous best open-weight agent (Llama 3 70B) reached only a 7% success rate on the hardest test split. Our RL algorithm, LOOP - a PPO variant with Monte Carlo baselines - achieves a 45.7% success rate, 24% over the base Qwen 2.5 32B, and 9% higher than a much larger OpenAI o1.

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Dave Bullock @eecue

over 2 years ago

Did you know there's a miniature Disneyland in San Francisco? https://t.co/gkUfrKv2y7

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Dave Bullock @eecue

almost 3 years ago

This little dude https://t.co/EHv6qRnlVC

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Who to follow

Music Producer / Dj / KURO RECORDS / SMOG RECORDS 1/3 of NōTaN

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@jayxvalencia

i drown at the surface

Dave Bullock @eecue

almost 3 years ago

https://t.co/h8XBLLAXwG

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Dave Bullock @eecue

almost 3 years ago

wanted to see if the title still showed up

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eecue retweeted

Andrew White 🐦‍⬛

@andrewwhite01

about 3 years ago

We report a model that can go from natural language instructions, to robot actions, to synthesized molecule with an LLM. We synthesized catalysts, a novel dye, and insect repellent from 1-2 sentence instructions. This has been a seemingly unreachable goal for years! 1/3