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@arXiv_csCL_bot@mastoxiv.page
2025-07-22 12:23:40

Supernova: Achieving More with Less in Transformer Architectures
Andrei-Valentin Tanase, Elena Pelican
arxiv.org/abs/2507.15773

Supernova: Achieving More with Less in Transformer Architectures
We present Supernova, a 650M-parameter decoder-only transformer that demonstrates how careful architectural design and tokenization innovation can achieve the performance of larger models while maintaining computational efficiency. Our architecture combines Rotary Positional Embeddings (RoPE), Grouped Query Attention (GQA) with a 3:1 compression ratio, RMSNorm for computational efficiency, and SwiGLU activation functions. A critical innovation is our custom 128,000-vocabulary byte-level BPE tok…

@felwert@fedihum.org
2025-06-04 09:42:03

You want to use a #StaticSiteGenerator and need to support #multilingual sites? It’s now easier than ever! For quite a while, #Pelican had a great plugin for that use case. Now I helped migrate it …

GitHub - pelican-plugins/i18n-subsites: Pelican plugin that creates internationalized sub-sites for the default site
Pelican plugin that creates internationalized sub-sites for the default site - pelican-plugins/i18n-subsites

@denmanrooke@social.coop
2025-06-18 21:59:49

Hell yeah! I'm really going to try and make it out to this event Games Transformed in London next month.
#GamesTransformed

Games Transformed poster. Smash the Fash. 12/07/2025 Pelican House London E1 5QJ
@qurlyjoe@mstdn.social
2025-06-29 00:39:07

#silentSunday #birdsofmastodon
Pelican. June 2017

Photo of a White Pelican running a few steps across the water of a pond, wings raised for a power stroke to lift it into the air. Orange beak on the left, white body and wings with black feathers on the trailing edge f the wings. The water is green, and lightly rippled. Across the top of the frame is the far edge of the pond. June 2017.
@jake4480@c.im
2025-06-10 21:18:39

Since @… alerted me to Salerno, Italy slow drone-doom project NIGHTSCAPE's new EP last week, I noticed the project also has a self-titled LP from earlier this year. And just like the EP, it's EXCELLENT. DAMN, am I a fan of drone-doom like this. FFO Black Sky Giant, Pelican, etc.
Nightscape (Vol. 1) LP from January:

@denmanrooke@social.coop
2025-07-10 10:17:45

I'm heading to London for Games Transformed: Smash the Fash event.
I'll be on a panel titled "What Can the Left Learn From Struggles in the Games Industry?" & speaking on our @gwuireland.bsky.social union organising with game workers in Ireland.
It's this weekend! Tickets here:

Games Transformed 2025 poster. Pelican House London E1 5QJ. 12 07 25. Smash the Fash.
Timetable graphic for Games Transformed 2025
Graphic for the talk What can the Left Learn from Struggles in the Games Industry? 15:300-16:30 - Ground Floor, Event Space. Featuring GWUI, Draught Strikers, IWGB, Equity, STJV, Tom Nicholas, and Chris Bratt.
@radioeinsmusicbot@mastodonapp.uk
2025-06-23 12:41:11

🇺🇦 Auf radioeins läuft...
The Maccabees:
🎵 Pelican
#NowPlaying #TheMaccabees
open.spotify.com/track/3rbVv0X