We also provide example scripts for training and evaluation, for playing around with the Singular Value Finetuning (SVF) method introduced in Transformer² We hope this will be useful for researchers and developers interested in self-adaptive LLMs.
@sakanaailabs
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Transformer² System Dynamically Adjusts Weights for Multiple Tasks
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We’re excited to introduce Transformer², a machine learning system that dynamically adjusts its weights for various tasks!https://t.co/ci028qPUWt
— Sakana AI (@SakanaAILabs) 15 janvier 2025
Adaptation is a remarkable natural phenomenon, like how the octopus can blend in with its environment, or how the brain rewires… pic.twitter.com/GLODSaZnu4We’re excited to introduce Transformer², a machine learning system that dynamically adjusts its weights for various tasks! https://
sakana.ai/transformer-sq
uared
… Adaptation is a remarkable natural phenomenon, like how the octopus can blend in with its environment, or how the brain rewires -
ASAL Releases Lifeforms Dataset from Large Scale Searches
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We are releasing a dataset of the lifeforms found by ASAL from our large scale searches!
— Sakana AI (@SakanaAILabs) 10 janvier 2025
You can view the datasets here:https://t.co/EYJ30bePnuhttps://t.co/U6pQql6Xn8
To load them up and play around with them visit the ASAL github repo or this colab notebook:… pic.twitter.com/0RpewVet4KWe are releasing a dataset of the lifeforms found by ASAL from our large scale searches! You can view the datasets here: https://
pub.sakana.ai/asal/data/illu
mination_poster_lenia.png
… https://
pub.sakana.ai/asal/data/illu
mination_poster_boids.png
… To load them up and play around with them visit the ASAL github repo or this colab notebook: -
Audrey Tang and Sakana AI shape Asia’s technological future
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オードリー・タン×Sakana AI伊藤錬「プルラリティ」で切り拓くアジア的テクノロジーの未来 @audreyt https://
forbesjapan.com/articles/detai
l/76284
… 伊藤氏は、オードリーの基調講演を聞いた上で、Sakana AIの紹介を以下のように行った。「Sakana -
Sakana AI COO Featured in AERA’s Top 100 Leaders 2025
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AERA12月30日-1月6日合併号の巻頭特集は「2025年をリードする100人」。 俳優の髙石あかりさん、
@SakanaAILabs
・COOの伊藤錬らが巻頭インタビューに登場。 (
@AERAnetjp
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Sakana AI COO Outlines Vision for Japan’s Fastest Unicorn
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「25年は勝負の年」日本最速のユニコーンSakana AIの伊藤錬COOが描くビジョン https://
dot.asahi.com/articles/-/245
071?page=1
… 「Sakana -
Sakana AI Hiring Business Analysts and Applied Engineers
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明けましておめでとうございます。今年のSakana AIは、引き続きトップクラスの研究成果を出すだけでなく、ビジネスの面でも、圧倒的な成果を上げていきます。 https://
sakana.ai/careers/ Sakana AIのビジネスを加速させて行くビジネスアナリストと、アプライドエンジニアにぜひ応募してください。 -
Japan must question US AI business models critically
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「日本にいるわたしたちは、もう少し賢く経営する必要があります。米国のビジネスモデルを常に疑問視しなければなりません。」
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Sakana AI explores natural AI evolution and future systems
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Sakana AIが進化の先に見る“自然としてのAI” (
@wired_jp
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VLMs Filter Artificial Life Simulations by Human Alignment
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Paper https://t.co/nuvNaRAXGT
— Sakana AI (@SakanaAILabs) 24 décembre 2024
Project https://t.co/AdP7ude2xl
VLMs trained on large amounts of natural data learn representations that are human-aligned. We can use them to filter for ALife that are interesting to humans.
We can even search for simulations with a target prompt: pic.twitter.com/CVcM1ZDR1QPaper https://
arxiv.org/abs/2412.17799
Project https://
pub.sakana.ai/asal/ VLMs trained on large amounts of natural data learn representations that are human-aligned. We can use them to filter for ALife that are interesting to humans. We can even search for simulations with a target prompt: