🏗️ Building on HF

Célina Hanouti PRO

celinah

huggingface

·

AI & ML interests

agents, inference, this website

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reacted to stas's post with 🔥 1 day ago

After many months of intense work the Snowflake AI Research team is happy to present to you the new open source project: Arctic RL https://snowflake.com/en/blog/engineering/arctic-rl-open-source-backend/ - Arctic RL integrates with VeRL and SkyRL today; enable ZoRRo with one config flag, no code changes required - ZoRRo delivers up to 6x actor-update acceleration and a 3.5x end-to-end training speedup, reducing Arctic-Text2SQL-R2 training from ~5 days to ~36 hours on 32 H200 GPUs - Arctic-Text2SQL-R2 achieved higher accuracy scores (48.7) than Gemini 3.1 Pro (47.9) and Claude 4.7 (47.3) on Snowflake's evaluated enterprise SQL benchmark under the tested conditions - Two open source recipes ship with this release: a text-to-SQL recipe that improved BIRD dev accuracy from 59.92% to 70.35%, and a multi-hop QA recipe that improved average accuracy from 69.6% to 72.3%

upvoted an article 9 days ago

Building Moon Bot: A Slack-Native Coding Agent Backed by HuggingFace Buckets

upvoted an article 10 days ago

Shipping huggingface_hub every week with AI, open tools, and a human in the loop

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FLUX.1 Dev with fal.ai

FLUX.1-dev with fal.ai ⚡