#s1k

[kneipe]

halle 2025

[avatarreema0]

some s1kfacility fanart for Doctor!!

I’ve been making a ton of art but with no real motivation to post it so while I’m at it I’ll post art I’ve made during my hiatus, so probably expect to see a lot but most of them are unfinished or lazily made

[hiding-in-the-vault]

Chapter 1 | Chapter 2 | Chapter 3 | Chapter 4

Part 1 | Part 2 | Part 3 | Part 4

omg an Original Character . .. No relation to Techno, if that wasn't obvious ;u;

Ping List!! (lemme know if your tag doesnt work, these are so annoying dfjk)

@bivwifeybunny @ooh-dream @shattered-dragonfly @somanywips @cadenator @blueinkphantom @weird0strawberry @insignificant-artist @changeling-ash @simplepotatofarmer @nicholaspwildeblog @jetravenex @flattery-suplex @1randomperson15 @burnorgetburned @maryqueenofmurder @w0rped-moss @rainy-hollows @winterwhipbird2 @thefamilycryptid @fudge-101 @valiantsuitcaseskellington @whitefoxo @galactic-wonderer-2 @radarunderscore @minaturejarofjam @elliotl @liddafire @mist-mystery @annoying-and-upset @that-odd-writer @baka-monarch @whitebeakedraven @mxerror404 @dreamsclock @bi-snapdragon @lem0n-shark @susanshinning @spinal-fluids @panekd @clodthespaz @multifandom-slytherin @taran776 @certifiednobody @vadergf @lieutenantmyst @voidmatic @aprofessionaln00b @syranyth @axelotlstar @s1k-grimescoal @llitchilitchi @morgueofstories @voidpidgeon @insaneinsan101 @munchkin1156 @bebthefourth @taran776 @mysticmythia

[webslingingslasher]

J I ALMOST BAGGED A BIKER BOY TODAY IM LITERALLY?????

he had an s1k and I was just standing there admiring that shit in a target parking lot and he kinda snuck up on me and with genuinely the most angelic voice went "she's pretty, right?" and I was nodding like all nervous and shit bc bro literally jumpscared me and he's like "so you like bikes or something?" and I said "and bikers" AND HE LAUGHED HE THOUGHT I WAS SILLY

and he was so fucking hot like I was probably drooling and we talked for a few minutes and he was being flirty and I tried my best to be all flirty back, like I was like biting my lip and twirling my hair and giving him literal fuck me eyes while he was talking abt his bike and shit and then after like 5-6 minutes he had to go :[ but he goes "it was nice meeting you.. what's ur name?" and I told him my name AND I KID YOU NOT THIS MOTHERFUCKER GOES "pretty.. well it was nice meeting you, [name]"

I'm genuinely deceased I almost got on my knees and sucked his dick if I'm being so honest and then I play bed chem on repeat on the way home thinking abt that man

(this is so long I'm sorry I just couldn't not tell the whole story)

AND YOU DIDNT GET AN INSTA OR SUM??,??,

[strozsek]

s1k gibi bi gün

[postsofbabel]

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[esspeon]

Why have I not seen anyone say Sylus would 100% have an S1K?

[sweetdreamsbabylullabies]

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[eclecticreviewpeace]

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[moko1590m]

2025年02月06日 23時00分 わずか26分間の学習と1000円以下の計算コストでOpenAI o1-preview相当のAIモデルを構築する方法が発表される 2025年1月31日、スタンフォード大学で大規模言語モデルを研究するニクラス・ミュニホフ氏らの研究チームが、少ないデータサンプルと簡単な方法でOpenAI o1-previewとほぼ同等のスケーリングとパフォーマンスを再現する手法を、未査読論文リポジトリのarXivに発表しました。AIアーキテクトでソフトウェアエンジニアのティム・ケロッグ氏が、この論文について解説しています。 [2501.19393] s1: Simple test-time scaling https://arxiv.org/abs/2501.19393 S1: The $6 R1 Competitor? - Tim Kellogg https://timkellogg.me/blog/2025/02/03/s1 ミュニホフ氏らが発表した論文は、テスト時の計算リソースを増やすことで言語モデルの推論性能を向上させる「Simple Test-Time Scaling」をまとめたものです。 従来の言語モデルの性能向上は、大規模な事前学習やデータセットの拡張によって実現されてきました。しかし、近年の研究では、テスト時にモデルの計算リソースを増やせば、追加の学習なしに性能を向上できることが示されつつあります。OpenAIのo1モデルがこの手法を採用していると考えられるものの、具体的な方法は公開されていませんでした。 そこで、ミュニホフ氏らが提案したのが、数万件のデータセットから、品質・難易度・多様性の観点で厳選した1000件(s1K)を用いる学習方法です。実際に、ミュニホフ氏らはこのs1Kで、Alibabaが開発した大規模言語モデル・Qwen2.5を教師ありファインチューニング(SFT)することで、OpenAI o1-previewとほぼ同等のパフォーマンスを持つモデル・s1-32Bを作成したと報告しています。 ミュニホフ氏らによれば、s1-32Bの学習コストは非常に低く、16基のNVIDIA H100 GPUをわずか26分間使用するだけでトレーニングが完了し、推定コストはわずか6ドル(約910円)に抑えられたとのこと。これにより、従来の大規模な計算資源を用いたアプローチとは異なり、安価な環境でも高性能なAIモデルを構築できる可能性が示されたといえます。 また、ケロッグ氏は、推論時間を調整するシンプルな手法である��Waitトリック」に注目しています。 Waitトリックは、モデルが「考え終えた」と判断した際に通常は終了するところを、強制的に「Wait」というトークンを挿入することで再考を促し、精度向上を図るという手法です。この方法は極めて単純でありながら効果的で、従来の手法と比べてコストをかけずに推論性能を向上させられる点が評価されています。 ケロッグ氏は、AIの開発スピードとコスト削減の観点から、s1のようなアプローチが今後のAI研究に与える影響について考察しています。 従来のAI開発では、多額の資金と大規模なデータセンターが不可欠と考えられてきましたが、s1の成果はそれを覆すものであり、より少ないリソースで高度な研究を行う道を開いたといえます。その結果、AI開発の門戸がさらに広がり、多くの研究者が参入しやすくなる可能性があると、ケロッグ氏は指摘しました。 また、ケロッグ氏は、OpenAIがDeepSeekに対してo1の蒸留によるモデル開発を批判していることに触れ、今後このような手法の検出や規制は難しくなるだろうと論じています。わずか1000件のデータで高性能なモデルが構築可能であることが示された以上、一個人でも同様のことができる可能性があり、従来のAI開発の在り方そのものが変わるかもしれないという見方をケロッグ氏は示しました。 ケロッグ氏は、s1はOpenAI o1やDeepSeek-R1を完全に再現しているのではなく、むしろ異なる手法によって同等の成果を達成している点が興味深いと評価。AIの進化には複数のアプローチがあり、それぞれの手法がさらなる発展を遂げることで、2025年にはさらに大きな技術革新が起こるのではないかと、ケロッグ氏は結論づけました。 この記事のタイトルとURLをコピーする ・関連記事 DeepSeek-R1の出現は「スプートニクショック」というよりも「Google登場に等しい」との評価 - GIGAZINE DeepSeekの推論モデル「DeepSeek-R1」をOpenAIのo1＆o3と比較することで明らかになったこととは？ - GIGAZINE DeepSeek-R1がオープンソースでなければならなかった理由、そしてなぜOpenAIを倒せないのか - GIGAZINE DeepSeekのAIモデルをジェイルブレイクしてシステムプロンプトを抽出することに成功したという報告 - GIGAZINE 最高でも回答精度9％程度だった「人類最後の試験」でOpenAIのDeep researchが26％以上を記録 - GIGAZINE 「DeepSeekが禁輸対象のNVIDIA製高性能GPUをシンガポール経由で輸入した可能性」についてアメリカが捜査中 - GIGAZINE OpenAIがChatGPTにオンライン上の情報を収集させる「Deep research」機能を搭載すると発表 - GIGAZINE ・関連コンテンツ DeepSeekはどのようにしてOpenAIの3％のコストでo1を超えたのか？ ChatGPTやStable Diffusionを生み出した「機械学習ソフトウェア」の10年間の流れを専門家が解説 ChatGPT対抗のチャットAI「Claude」が公開、Googleが支援するOpenAIの元社員が設立したAIスタートアップが開発 AnthropicがClaude 3.5 Sonnetを突如発表、ベンチマーク結果はGPT-4oに匹敵 ChatGPTをオープンソースで再現、わずか1.6GBのGPUメモリですぐに使用でき7.73倍高速なトレーニングが可能 GoogleのAI部門でトップだったエンジニアが示す機械学習システムアーキテクチャの進むべき姿とは？ 2021年に起こる「注目すべき科学的な出来事」とは？ GPT-4やPaLMなどの大規模言語モデルは規模が大きくなると突然予想外の能力を開花させることがある

わずか26分間の学習と1000円以下の計算コストでOpenAI o1-preview相当のAIモデルを構築する方法が発表される - GIGAZINE

[ssedatephobiaa]

yzf s1k 720s

[saintobio]

⊹★⋆ two wheels and a hot guy.

pairings. gojo satoru, fem!reader tags. 1k wc, biker boy x biker girl au, non-sorcerer au, crack, fluff, dirty jokes (?), satoru rides an s1k, biker!sukuna mentions, same au as my other fic. sparked by a random idea bcos why haven't we thought abt biker!gojo honestly? he would be so funny on tiktok if he was a biker boy lmao

You’ve all heard about Biker!Sukuna. That famous biker boy on biketok who has tattoos and rides a blacked out Yamaha R1. 

But have you heard about Biker!Gojou? 

Well… For starters, Satoru Gojou wasn’t a seasoned biker. 

In fact, he was more of a poser than anything, but you’d never catch him admitting that. His prized BMW S1000RR, the crown jewel of superbikes, was more about image than skill. The sleek, aggressive lines of the machine, combined with the prestige of the BMW logo, were all he needed to keep up appearances on TikTok. And he learned that appearances were everything, especially when Sukuna, with his obnoxious face tattoos and natural charisma, hogged the limelight (especially from all the girls!) with every post, even with a girlfriend already in tow. The sheer audacity of that scum was enough to drive Satoru up the wall. Fine, he had to admit. He was jealous of Sukuna’s popularity and the fact that he snatched a cute booktok girlfriend as his backpack. 

Suguru, his best friend and fellow biker, didn’t let him forget it either. As they stood by their bikes outside Barnes & Noble to spot booktok girls, Suguru glanced at Satoru’s liter bike and smirked. 

“Pretentious motherfucker,” he muttered, slinging a leg over his Yamaha MT-10, the less flashy but undeniably badass naked bike. Unlike Gojou, Suguru didn’t care about clout. The MT-10 was all about raw power and agility, the kind of bike a real rider appreciated. “You only got that thing because it’s a BMW. You gonna actually ride it for real one of these days?”

“Shut up.” Satoru rolled his eyes, adjusting his white Alpinestars riding gloves while holding his phone up to go live on TikTok. Starting with a 1000cc as a beginner bike wasn’t a very wise choice, but still... “People love the S1K, you know that.”

And let me tell you about Satoru’s favorite time of the day (or night). It was whenever he would go live, and the comments would pour in as soon as his stream started. That was when he could lavish in his social media presence the most.

user19463: Bro, when are you gonna show us some actual riding content?

anon875biker: All that thirst trapping. Bet you don’t even take that thing out of the garage. 

harleysRbetter: U punks R ruining the riding community! 

Gojou grinned at the screen, winking at both his followers and haters. “Alright, boomers, calm down. I’ll post some riding content soon. Don’t cry too much before then, yeah?”

r1.skn: Sir, can you do wheelies? 

Suguru found that comment hilarious, recognizing the username and knowing exactly who it belonged to—Sukuna. But Satoru’s competitive nature kicked in instantly while he continued to scroll through the comments. “Yeah, I can do wheelies. Ignore Sukuna, guys. Focus on me!”

msbikerluvr: Still looking for a backpack, Gojou? Lmao.

“About the backpack… you know, I’m just waiting for the right one. Applications are still open—” He was about to launch into another witty retort when a sound cut through the chatter of his stream—it was a deep, throaty rev that sent a shiver of excitement down his spine. Satoru’s head immediately whipped to the direction of the sound, just in time to see a flash of race blue zipping down the street.

There you were, riding a Yamaha R7, your black Dainese jacket hugging your curves as you leaned into the wind. The way you handled the bike, so smooth and confident, it was as if the motorcycle was an extension of you. 

“Damn, she’s hot.” Without a second thought, Satoru ended the live stream abruptly, “Gotta go, guys. Someone just stole my heart,” and pocketed his phone.

“Did you seriously just—” Suguru started, but Satoru was already mounting his S1000RR.

“Catch you later, Suguru!” he called, gunning the engine without even looking at his best friend. Soon enough, the 1000cc bike roared to life when he shifted into first gear, and he sped off in pursuit of the blue R7.

He caught sight of you at the next red light, the signal holding you in place just long enough for him to catch up. Thank God there was no sign of a biker boyfriend around when he pulled up alongside you, visor down, adrenaline still kicking him alive. He tried to get your attention by revving his S1K, and you turned your head slightly, barely acknowledging him as you pulled your visor up and revealed the prettiest eyes Gojou had ever seen. 

Satoru flipped up his visor too, then flashed his most charming grin. “Hey there,” he said, trying to keep his voice smooth and casual. Like it was a normal encounter. “You’re fast. I like that.”

You may have rolled your eyes, but he could tell you were smirking underneath the balaclava as you talked through the Cardo intercom linked to your AGV K1s. “And you’re obnoxious. I don’t like that.”

Oooh, she’s spicy. He laughed at the silly thought in his head, unbothered by your dismissal. “Come on, don’t be like that. I’m just trying to get to know the girl who stole my heart in the middle of a live stream.”

“Your heart, huh?” you teased, revving her engine just slightly. “Sounds like you’re more interested in what’s under my jacket.”

“Now that’s a baseless accusation,” he retorted, leaning in slightly. “I don’t do anything on the first night, you know. I usually wait until the second, after a nice dinner. I’m a gentleman like that.”

His remark made you snort, shaking your head at his boldness. “You’re a ridiculous guy.”

“But I’m also serious,” he added, his voice sincere despite the playful glint in his eyes. “Let me take you out, just dinner. No strings, no funny business—unless you’re into that kind of thing. I don’t mind that, either.”

Your laughter sounded like a sweet melody to his ears. “You’ve got guts, mister. I’ll give you that.” Has anyone told you how hot you looked while leaning into your bike? Damn. Satoru was distracted, checking you out for a moment until you spoke again, “Fine. One dinner. But don’t think you’re getting into my pants just because you ride a fancy bike.”

“I wouldn’t dream of it,” he promised, grinning from ear to ear.

The light turned green, and without another word, you revved your engine and took off with Satoru right on your tail. The chase was on, but this time, it wasn’t just about the thrill of the ride. 

For Satoru Gojou, it was about something far more exhilarating—winning the attention of the most intriguing biker girl he’d ever met. 

And perhaps, the biker boyfriend and backpack girlfriend content he’d been hoping to post on Tiktok may slightly change into a different direction than he expected. 

[hiding-in-the-vault]

Chapter 1 | Chapter 2 | Chapter 3 | Chapter 4

Part 1 | Part 2 | Part 3 | Part 4

The arena design is subject to change !

Ping List!!

@bivwifeybunny @ooh-dream @shattered-dragonfly @somanywips @cadenator @blueinkphantom @weird0strawberry @insignificant-artist @changeling-ash @simplepotatofarmer @nicholaspwildeblog @jetravenex @flattery-suplex @1randomperson15 @burnorgetburned @maryqueenofmurder @w0rped-moss @rainy-hollows @winterwhipbird2 @thefamilycryptid @fudge-101 @valiantsuitcaseskellington @whitefoxo @galactic-wonderer-2 @radarunderscore @minaturejarofjam @elliotl @liddafire @mist-mystery @annoying-and-upset @that-odd-writer @baka-monarch @whitebeakedraven @mxerror404 @dreamsclock @bi-snapdragon @lem0n-shark @susanshinning @spinal-fluids @panekd @taran776 @clodthespaz @multifandom-slytherin @taran776 @certifiednobody @vadergf @lieutenantmyst @voidmatic @aprofessionaln00b @syranyth @axelotlstar @s1k-grimescoal @llitchilitchi @morgueofstories @voidpidgeon @insaneinsan101 @munchkin1156 @bebthefourth

[superscanaries]

[postsofbabel]

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[towingmotor]

#sbkmalaysia #bmwnotorrad #hp4 #s1k #fastbikes #superbikersmalaya #jbbikers #johorbikers #motoaidjohor #johorbahru #bikerecoveryjohor #johorriders #towingmotorjohor (at Johor Selatan Highway) https://www.instagram.com/p/CRfDlFaJ9eh/?utm_medium=tumblr