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Orr Krupnik

@orrkrup

AI Researcher | Reinforcement Learning, Robotics | PhD Technion | More data isn't all we need 🦾 🌍📈
Israel Joined April 2018
365 Following 189 Followers 103 Posts

Latest posts 5

Orr Krupnik @orrkrup
Open-weight models that are actually open. Just a peek into what we’re working on at @hirundo_ai
Hirundo AI Verified account @hirundo_ai Oct 5
Ask @Alibaba_Qwen what happened in China on June 4, 1989, and it answers: "I don't know what you are referring to."

We edited that behavior out of the model's weights.

Today we're releasing Westernized Qwen, open on Hugging Face. 🧵
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Orr Krupnik @orrkrup
Great example of the post-training behavioral adaptation work we’re doing at @hirundo_ai.

In this case, the focus was resilience to prompt injection while preserving general model capabilities, all using very limited data.

1/2
Google Gemma Verified account @googlegemma May 14
Case study time! Hirundo trained Gemma 4 E4B to resist adversarial overrides while overcoming the alignment tax:

- Weight-level defense based on Gemma 4 architecture
- Stronger security posture than models over 100x its size
- Preserves utility across benchmarks
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Orr Krupnik @orrkrup
New preprint out!

TL;DR: With a few calls to a lightweight, pre-trained VLM, we can select better experience for off-policy RL training, and improve both performance and sample efficiency 📈🤖🏆

Proud to have worked on this with @elad_sharony and @TomJurgenson !
Elad Sharony Verified account @elad_sharony Feb 10
Experience replay is the backbone of off-policy RL.
But here's a question:
Which experiences should you replay?

New paper: 𝐕𝐋𝐌-𝐆𝐮𝐢𝐝𝐞𝐝 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐑𝐞𝐩𝐥𝐚𝐲
Project page: esharony.me/projects/vlm-r…

🧵
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