arman zaribafiyan

Founder and CEO at Good Chemistry Company — views are my own :)

[arman zaribafiyan @zaribafiyan]

Proud career moment: when your work gets retweeted by the one and only Yann LeCun @ylecun ❤️

[Yann LeCun @ylecun]

Awesome new dataset from @SandboxAQ

[Georgia Channing @cgeorgiaw]

🤗🤗🤗introducing Hugging Science -- the home of AI for science 🤗🤗🤗

open models and datasets are the powerhouse of science (see the PDB), but finding the models and data you actually need for your breakthrough is hard af

you shouldn't need to scrape arxiv, own your own wetlab, fight a custom HDF5 parser, build a fusion stellarator, and beg for compute before you've trained a single epoch

so we're changing that

we've put all the best science on @huggingface in one place:
- 78GB of genomics data
- 11TB of PDE simulations
- 100M cell profiles
- 9T DNA base pairs
- 13M molecular trajectories
- 400k medical QA pairs

and much more, all open, and all ready for training (+ you can also now filter and search by domain, task, and keyword)

we've put together all the biggest releases from our partners at NASA, Google, OpenAI, Meta FAIR, Arc Institute, Ginkgo, SandboxAQ, Proxima Fusion, NVIDIA, Ai2, OpenADMET, InstaDeep, Future House, Polymathic AI, LeMaterial, Earth Species Project, Merck, and Eve Bio

if you're not sure where you fit in -- work on open challenges for problems that matter: including fusion stellarator design, ADMET, antibody developability, multilingual medicine, catalysis and materials, and scientific reasoning.

we're already changing how science gets done:

a fusion startup needed a benchmark for stellarator plasma confinement that didn't exist. @proximafusion shipped ConStellaration on Hugging Science: a leaderboard, dataset, and eval metrics, all in one place.

a drug discovery team wanted to predict hPXR induction. OpenADMET put up a blind challenge: 11,000+ compounds assayed at Octant, 513 held out, two tracks (pEC50 + structure). Anyone in the world can train and submit.

an antibody team at @Ginkgo released GDPa1, a developability dataset for stability, manufacturability, and immunogenicity prediction, with a live leaderboard scoring every submission.

if you know a problem the ML community should be working on, let us know. make a challenge! this is about putting all the tools for solving science in one place. so we can hillclimb!

→ https://t.co/T4l4r1lDz0

[New York Post @nypost]

Iran to execute the first woman over widespread anti-regime demonstrations https://t.co/cIYwy0VgIk

[arman zaribafiyan @zaribafiyan]

Incredible! 🌖

NASA’s Artemis II Crew Flies Around the Moon (Official Broadcast) https://t.co/AyiUjGmuB7 via @YouTube

[UNICEF @UNICEF]

UNICEF has received reports of mobilization campaigns in Iran that include children, and of children working at checkpoints.

We call on the Islamic Republic of Iran to stop any recruitment of children.

Recruitment and use of children by armed forces or groups is a grave violation of children’s rights.

[Hichkas @HichkasOfficial]

This is what anyone who wants to stop the war against the Islamic Republic terrorists stands for:

RAPE

TORTURE

MURDER

On an industrial scale.

Shame on each and every one of you.

#PahlaviWillReturn
#ThankYouTrump‌
#ThankYouBiBi

[Mohammed AlQuraishi @MoAlQuraishi]

New OpenFold3 preview out! (OF3p2)

It closes the gap to AlphaFold3 for most modalities.

Most critically, we're releasing everything, including training sets & configs, making OF3p2 the only current AF3-based model that is functionally trainable & reproducible from scratch🧵1/9

[Vivid.🇮🇱 @VividProwess]

An Iranian 🇮🇷 woman: "Islam is not our religion in Iran. Islam was forced on us through torture, killing, beheading, raping, and enslaving Iranians to become Muslims. Iranians, Persians, were actually Zoroastrians."

The entire world needs to see this.

[U.S. Senator John Fetterman @SenFettermanPA]

In Iran, life is oppression and brutality.

These courageous women were facing severe consequences, even their families threatened.

How many of the people who criticized our Men’s Hockey team condemned Iran’s treatment of its Women’s Soccer team?

[The Spectator Index @spectatorindex]

BREAKING: Trump says 'we will not rest until Iran is totally defeated'

[Emily Schrader - אמילי שריידר امیلی شریدر @emilykschrader]

Literally every single Iranian in every major Iranian city I have spoken to has confirmed the following three things:

1. They have personally witnessed IRGC and basij forces threatening them on the streets, in some cases shooting at apartment buildings.
2. They have personally witnessed forces moving into schools and mosques to use for military purposes including transferring weapons and gear.
3. The people are cheering on the airstrikes on regime sites, thanking the US and Israel, and don’t want the US or Israel to stop attacking the regime.

[Pamela Hensley🇺🇸 @PamelaHensley22]

Before his death the Iranian Supreme Leader Ali Khamenei's personal fortune ranged from $95 billion to $200 billion.

Every bit of that should be confiscated and given back to the good people of Iran.

[Laura Loomer @LauraLoomer]

Interesting to see Trita Parsi @tparsi of NIAC @NIACouncil post this video of a deliberate foreign influence and sabotage effort targeting the Crown Prince of Iran, @PahlaviReza under the guise of a “joke”. Notice the anti-Jewish and pro-Nazi undertones in this so called “prank”.

This is basically Russian and IRGC propaganda.

Trita Parsi and NIAC have previously been accused of serving as a lobbying arm for the Ayatollah and the Islamic Republic of Iran.

In 2020, Senators @tedcruz, @SenTomCotton, and then Senator @GovBraun Mike Braun, who is the current Governor of Indiana, called on the U.S. Department of Justice (DoJ) to investigate the National Iranian American Council (NIAC), a lobby group they believe acts as a "foreign agent of the Islamic Republic." @PamBondi

It’s time for the DOJ to revise @AGPamBondi’s February 2025 memo that took away DOJ funding for FARA enforcement.

Trita Parsi should be investigated by the FBI and DOJ, and so should NIAC and @QuincyInst.

This is a matter of US National security.

[The White House @WhiteHouse]

From coast to coast: 'THANK YOU, President Trump, for decisive action against the Iranian regime.' 🇺🇸

[Mark R. Levin @marklevinshow]

Get the next Khamenei!

[Potypto ᛃ @potypto]

نوروز ۲۵۸۵ را پیشاپیش شاد باش میگم.

[BBC NEWS فارسی @bbcpersian]

تلویزیون ایران کشته شدن علی خامنه‌ای را دقایقی پیش تایید کرد.

[USAbehFarsi @USABehFarsi]

خامنه‌ای، یکی از شرورترین افراد در تاریخ، مرده است. این نه تنها عدالت برای مردم ایران است، بلکه برای همه آمریکایی‌های بزرگ و نیز مردمی از کشورهای گوناگون در سراسر جهان است که توسط خامنه‌ای و دار و دسته خونخوار او کشته یا مثله شده‌اند. او نتوانست از دستگاه‌های اطلاعاتی و سامانه‌های پیشرفته ردیابی ما بگریزد و با همکاری نزدیک با اسرائیل، هیچ کاری از دست او یا دیگر رهبرانی ��ه همراه او کشته شدند، ساخته نبود.

این تنها فرصت بزرگ‌ برای مردم ایران است تا کشور خود را پس بگیرند. می‌شنویم که بسیاری از اعضای سپاه پاسداران، نیروهای نظامی و سایر نیروهای امنیتی و پلیس، دیگر تمایلی به جنگیدن ندارند و به دنبال دریافت مصونیت از سوی ما هستند. همان‌طور که دیشب گفتم: «اکنون می‌توانند مصونیت داشته باشند؛ بعداً فقط مرگ نصیبشان خواهد شد!»

امیدواریم سپاه پاسداران و پلیس به‌طور مسالمت‌آمیز با میهن‌پرستان ایرانی همسو شوند و به‌عنوان یک واحد مشترک برای بازگرداندن کشور به عظمت شایسته‌اش همکاری کنند. این روند باید به‌زودی آغاز شود، چرا که نه تنها با مرگ خامنه‌ای، بلکه در عرض تنها یک روز، کشور به‌شدت آسیب دیده و حتی ویران شده است. با این حال، بمبا��ان‌های سنگین و دقیق بدون وقفه در طول هفته یا تا هر زمان که برای دستیابی به هدف ما یعنی صلح در سراسر خاورمیانه و در واقع در سراسر جهان لازم باشد، ادامه خواهد یافت.

از توجه شما به این موضوع سپاسگزارم.

رئیس‌جمهور دونالد جی. ترامپ

[Fox News @FoxNews]

BREAKING: Iran’s Supreme Leader Ayatollah Ali Khamenei confirmed dead, @TreyYingst reports.

[Fox News @FoxNews]

BREAKING: President Trump says Iran's Supreme Leader Ali Khamenei is dead.

[arman zaribafiyan @zaribafiyan]

Khamenei’s death is one of the greatest and happiest events in the human history.

The world is now and will be a better place without him.

#Iran #freedom