Kostis Gourgoulias

kgourgou

AI & ML interests

Language modeling, few-shot learning, bayesian inference, information theory, uncertainty quantification.

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reacted to Jaward's post with ๐Ÿ‘€ about 12 hours ago
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1915
Super Interesting Paper!
Proposes neural networks (CRNNs) that can learn to produce traveling waves in their hidden state in response to visual stimuli, thus enabling the transfer and integration of spatial information across neural connections. In other words they showed that neural networks have wave-like properties that blends and processes visual information over time, cool seeing a union of AI and physics in this way.
Paper: https://arxiv.org/pdf/2502.06034
Code: https://github.com/KempnerInstitute/traveling-waves-integrate
New activity in madrylab/gsm8k-platinum 6 days ago

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#1 opened 6 days ago by
kgourgou
reacted to m-ric's post with ๐Ÿ”ฅ about 2 months ago
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3303
Today we make the biggest release in smolagents so far: ๐˜„๐—ฒ ๐—ฒ๐—ป๐—ฎ๐—ฏ๐—น๐—ฒ ๐˜ƒ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€, ๐˜„๐—ต๐—ถ๐—ฐ๐—ต ๐—ฎ๐—น๐—น๐—ผ๐˜„๐˜€ ๐˜๐—ผ ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ ๐—ฝ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ณ๐˜‚๐—น ๐˜„๐—ฒ๐—ฏ ๐—ฏ๐—ฟ๐—ผ๐˜„๐˜€๐—ถ๐—ป๐—ด ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€! ๐Ÿฅณ

Our agents can now casually open up a web browser, and navigate on it by scrolling, clicking elements on the webpage, going back, just like a user would.

The demo below shows Claude-3.5-Sonnet browsing GitHub for task: "Find how many commits the author of the current top trending repo did over last year."
Hi @mlabonne !

Go try it out, it's the most cracked agentic stuff I've seen in a while ๐Ÿคฏ (well, along with OpenAI's Operator who beat us by one day)

For more detail, read our announcement blog ๐Ÿ‘‰ https://huggingface.co/blog/smolagents-can-see
The code for the web browser example is here ๐Ÿ‘‰ https://github.com/huggingface/smolagents/blob/main/examples/vlm_web_browser.py
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