Arto 🇺🇦

[Arto 🇺🇦 @arampacha]

@jeremyphoward @huggingface Single run with lr 2e-5 (except for distilroberta)
ELECTRA is the smallest 13.5m params
MiniLM - 33.3m
DeBERTa - 70.8m
DistilRoBERTa - 82.1m
those include embedding layer. Need to tweek logging to include num params w/o embeddings 🙂

[Arto 🇺🇦 @arampacha]

@jeremyphoward @huggingface I was mostly using MiniLM for quick baseline and ELECRA-small if I need something really tiny.
Ran couple of experiments on SST2, here are the results. Another experiment with MRPC here https://t.co/aoHK96fcd2

[François Chollet @fchollet]

"don't try to stop me or I'll nuke you" is not a threat you make from a position of strength. It comes from a position of extreme weakness, desperation even.

[Verkhovna Rada of Ukraine - Ukrainian Parliament @ua_parliament]

#Kyiv right now!
@NATO close the sky over #Ukraine!

#StopRussianAggression #StopWarInUkraine #StopRussia #StopPutin

[hardmaru @hardmaru]

Russian Ruble just lost ~30% of its value vs USD
https://t.co/pZBsxQzXBO

[Christopher Miller @ChristopherJM]

There’s a new Ukrainian joke going around: Kyiv is ready to consider NATO’s application to become a member of Ukraine.

[Dmytro Mishkin 🇺🇦 @ducha_aiki]

Two new links:
https://t.co/Wcfh2mSUTs
https://t.co/yRfzBxxVZ9

[Verkhovna Rada of Ukraine - Ukrainian Parliament @ua_parliament]

#Hungary is among the countries advocating against banning russia from the #SWIFT IPS. Previously, 🇭🇺 had banned 🇺🇦 from joining the @NATO cybercenter. We call on Viktor #Orbán to support 🇺🇦's choice for Euro-Atlantic integration and our inalienable right for self-determination.

[Andrii Skliar 🇺🇦 @avskliar]

Dear Scientific Community.
I would like to share this open letter from the Ukrainian academic community. Please, support me in sharing it further.

@ducha_aiki

#StandWithUkraine

[Arto 🇺🇦 @arampacha]

meant to post this after the official announcement of the results but I feel uncertain about tomorrow. I love doing DL but I cannot think of it now. Yet this one model is particularly important today as we need Ukrainian voice heard around the globe as we say HELP US STOP THE WAR

[Arto 🇺🇦 @arampacha]

I want to thank @huggingface for organizing Robust Speech Recognition event. I had a great time fine-tuning cutting-edge ASR models. And I was happy to produce best performing models for chosen languages including Ukrainian, my mothers tongue https://t.co/R8pXl38fak

[Arto 🇺🇦 @arampacha]

Thanks to @PatrickPlaten and @anton_lozhkov for hosting it @OVHcloud for providing compute @mozilla for Common Voice dataset @Kensho for their pyctcdecode library and everyone involved for making it such a pleasant event

[Dmytro Mishkin 🇺🇦 @ducha_aiki]

Just incase you didn't know - that is happening and it is not funny at all.
Call your representatives. Go to the rally for Ukraine. Commenting on social media would not help #Ukraine.

[Michael Bronstein @mmbronstein]

I rarely write about politics on Twitter. What happens in Ukraine is a monstrosity. There are no nuances or “their version”, it’s black and white. The West is directly responsible for allowing the ugly growth of Putin’s regime by looking aside, taking their money and pretending

[Arto 🇺🇦 @arampacha]

@inf800 @huggingface @Thom_Wolf @wightmanr @nikiparmar09 @ashVaswani https://t.co/Fo6XCU2j6r

[Sujit Pal 🇺🇸 🇮🇳 🇺🇦 🇮🇱 @palsujit]

Our project https://t.co/bpUrq16d2U was ranked third🥉 in the Flax/JAX Community Event organized by @huggingface and @googlecloud. Congrats to my team mates @arampacha, @DevVidhani, @goutham794, @cataluna84 and @AllesistKode.
Demo - https://t.co/k5U9M2S45z

[Hugging Face @huggingface]

🚨It's time for another community event on July 7th-July 14th🚨

We've partnered up with @GoogleAI and @googlecloud to teach you how to use JAX/Flax for NLP & CV🚀
You define your project - we give you guidance, scripts & free TPU VMs 🤗

To participate:
https://t.co/VIgvLBbPaZ

[Arto 🇺🇦 @arampacha]

@morgymcg @wandb @lavanyaai Great news for @wandb ! Gratz Morgan!

[Morgan McGuire @morgymcg]

:gift: :gift: Feedback Requested :gift: :gift:

Our @fastdotai community team would ♥️ feedback on our @paperswithcode Reproducibility Challenge @wandb report (1 day before the deadline 😬), reproducing the Reformer paper

📕: https://t.co/qJF9xuuUbw

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