iiinova — where your digital self keeps evolving

Natasha Frumkin

@icountfromzero.bsky.social

PhD Student at UT Austin

Natasha Frumkin @icountfromzero.bsky.social · 02/05/2026

Excited to share that our paper "Q-Sched: Pushing the Boundaries of Few-Step Diffusion Models with Quantization-Aware Scheduling" has been accepted to ICML 2026! 🎉 📄 Paper: arxiv.org/abs/2509.01624 💻 Code: github.com/enyac-group/... #ICML2026 #DiffusionModels #Quantization #EfficientML

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Natasha Frumkin @icountfromzero.bsky.social · 03/09/2025

We have released our latest work on quantizing few-step diffusion models using training-free scheduler adaptation! Arxiv: arxiv.org/pdf/2509.01624 Github: github.com/enyac-group/...

arxiv.org

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Reposted by Natasha Frumkin

Hung-Yueh Chiang @hychiang.bsky.social · 05/04/2025

We’re excited to pre-release our latest work: Quamba2 🔧 Supports W4A8 / W4A16 / W4AX / W8A8 for Mamba1 and Mamba2 🚀 Achieves 4× memory reduction and 3× generation speedup ⚡️ Enables 8B model inference on Orin Nano 8G at 13 tokens/sec 🔥 Outperforms W4A8KV4 Llama3-8B in both speed and quality

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Natasha Frumkin @icountfromzero.bsky.social · 29/03/2025

We’re researching how people perceive visual artifacts in AI images — and your input would really help. It takes about 3 minutes. Participate here: t.co/WXuPdg9HKv

t.co

https://tinyurl.com/mtenmu9m

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