#transformer

Biologically Plausible #Brain Graph Transformer:
a novel Biologically Plausible Brain Graph #Transformer that encodes the small-world architecture inherent in brain graphs, with a network entanglement-based node importance encoding technique https://arxiv.org/abs/2502.08958

"Walk on the Wild Side" is a song by American #rock musician #LouReed from his second solo album, #Transformer (1972). It was produced by #DavidBowie and #MickRonson and released as a #doubleAside with "#PerfectDay". Known as a #counterculture anthem, the song received heavy radio play and became Reed's biggest hit and #signatureSong. "#WalkOnTheWildSide" touched on topics considered taboo at the time it was released, including #transgender people, #drugs.
https://www.youtube.com/watch?v=yKOQapYcyhE

Got a Transformer on the brain this morning. I made this guy up... #digitalart #comicart #robot #transformer

揭開AI模型內部運作：深入剖析transformer架構
➤ 解碼Transformer的神經奧祕
✤ http://math.uchicago.edu/~shmuel/Network-course-readings/Markov_chain_tricks.pdf
本文深入探討了 Transformer 模型如何透過複雜的數學運算與向量空間來理解與生成語言，詳述了其自注意力機制、位置編碼、前饋神經網路等關鍵組成部分，並以實際的數據處理流程解析了模型如何處理輸入文本、進行運算並輸出結果，讓讀者得以一窺大型語言模型的技術內涵。
+ 真是太深入了！從來沒有想過AI的語言模型是這樣運作的，數學和程式碼都看得我頭昏眼花，但還是學到了很多。
+ 感謝作者的詳盡解釋，終於讓我這個門外漢對Transformer有了具體的認識。不過，有些部分還是需要多看幾遍才能消化。
#人工智能 #機器學習 #Transformer #自然語言處理 #深度學習

https://www.europesays.com/fr/278543/ Les Escales. Transformer des milliers de rushs en un clip… la folle mission de ces vidéastes #actu #Actualités #Clip #escales #EU #europe #folle #FR #France #milliers #mission #Nantes #News #PaysDeLaLoire #RépubliqueFrançaise #rushs #transformer #vidéastes

https://www.europesays.com/fr/277892/ Les Escales. Transformer des milliers de rushs en un clip… la folle mission de ces vidéastes #actu #Actualités #Clip #escales #EU #europe #folle #FR #France #milliers #mission #Nantes #News #PaysDeLaLoire #RépubliqueFrançaise #rushs #SaintNazaire #transformer #vidéastes

ONEXSUGAR Sugar 1 handheld game console hits Indiegogo for $599 (Dual-screen Android handheld game console with a convertible design)

The ONEXSUGAR Sugar 1 is an unusual handheld game console thanks to a convertible design that lets you use it as either a single-screen device with a 6.01 inch FHD+ OLED display or as a dual-screen handheld with a second 3.92 OLED display below the primary screen. In other words, this Android-powered handheld is sort of like a PlayStation Vita that can transform to become a Nintendo DS. And […]

#crowdffunding #oneNetbook #ONEXPLAYER #onexsugar #onexsugarSugar1 #sugar1 #transformer

Read more: https://liliputing.com/onexsugar-sugar-1-handheld-game-console-hits-indiegogo-for-599-dual-screen-android-handheld-game-console-with-a-convertible-design/

Часть 3: Diffusion Transformer (DiT) — Stable Diffusion 3 как она есть

В этой статье погрузимся в мир генерации изображений с Diffusion Transformer (DiT) — сердцем Stable Diffusion 3. Разберем как она устроена и как работает

https://habr.com/ru/articles/924410/

#stable_diffusion #transformer #diffusion #vae

Разработка LLM с нуля

Краткий обзор курса, который я недавно закончил пилить на степике - Разработка LLM с нуля . Этот практический курс, на котором вам предстоит создать с нуля свою собственную LLM: начиная с токенизатора и заканчивая генерацией текста. Для разработки будут использоваться только Python и низкоуровневый PyTorch, не полагаясь на какие-либо высокоуровневые библиотеки. Курс платный. Следующие две недели по промокоду FIRST предоставляется скидка 50%.

https://habr.com/ru/articles/918568/

#llm #gpt #transformer

"Walk on the Wild Side" is a song by American #rock musician #LouReed from his second solo studio album, #Transformer (1972). It was produced by #DavidBowie and #MickRonson and released as a #doubleAside with "#PerfectDay". Known as a counterculture anthem, the song received heavy radio play and became Reed's biggest hit and #signatureSong while touching on topics considered taboo at the time, such as #transgender people, #drugs, #maleProstitution, and #oralSex.
https://www.youtube.com/watch?v=3wffYJ5URPE

RenderFormer：基於Transformer的三角形網格神經渲染與全局照明
➤ 無需訓練，即時呈現！Transformer 架構革新神經渲染技術
✤ https://microsoft.github.io/renderformer/
RenderFormer 是一個全新的神經渲染管線，它能直接從基於三角形的場景表示形式渲染出具有完整全局照明效果的圖像，且無需針對特定場景進行訓練或微調。它將渲染視為一個序列到序列的轉換過程，利用Transformer架構，在無需光線追蹤或柵格化的情況下，實現從三角形到像素的端到端轉換。研究人員展示了 RenderFormer 在不同照明條件、材質和幾何複雜度場景下的渲染效果，並提供了動畫和物理模擬的渲染示例。
+ 這項研究實在令人印象深刻！無需針對每個場景進行訓練就能達到如此逼真的渲染效果，簡直是突破性的進展。
+ Transformer 在圖像生成領域的應用越來越廣泛了，這次用在渲染上，效果看起來很棒，期待未來能看到更多相關應用！
#計算機圖形學 #神經渲染 #全局照明 #Transformer

RenderFormer: Neural rendering of triangle meshes with global illumination
https://microsoft.github.io/renderformer/
#ycombinator #RenderFormer #Neural_Rendering #Rendering #Global_Illumination #Sequence_to_Sequence #Transformer

RenderFormer: Neural Rendering of Triangle Meshes with Global Illumination
https://microsoft.github.io/renderformer/
#ycombinator #RenderFormer #Neural_Rendering #Rendering #Global_Illumination #Sequence_to_Sequence #Transformer

#senart #opm #OPMEG #擎威 #transformer
此女被群友提醒随手存的表情包是对家画的于是提笔怒画：

Come work with us on implementing #AI strategies for predicting the chemical structure of small metabolites implicated in metabolic and #cardiovascular diseases from mass fragmentation (MS/MS) spectra.

This is a research engineer position supervised by Francesc Puig-Castellvi in the group of Marc-Emmanuel Dumas and myself.

#python and some experience with metabolism/metabolomics mandatory. If you know your hashtag#LSTM from your #transformer even better.

https://www.sfbi.fr/emplois/offre/202505060955-cdd-research-engineer-in-artificial-intelligence-for-metabolomics

The real #GenAI #risk isn’t that #LLMs get things wrong.

It’s that an entire ecosystem has been built to pretend #Transformer #architecture #language #translation #AttentionIsAllYouNeed is right.

#RiskLeadership #ThoughtManagement #management #leadership

“Some early examples that the team tried their #Transformer #architecture on included English-to-German translation, generating Wikipedia articles on "The Transformer", and parsing. These convinced the team that the Transformer is a general purpose #language model, and not just good for #translation.”

https://en.wikipedia.org/wiki/Attention_Is_All_You_Need

#AttentionIsAllYouNeed

[Перевод] «Я ненавижу C++, но восхищаюсь его мастерами»: Дженсен Хуанг (Nvidia) о том, как ИИ вернулся домой

Nvidia давно вышла за пределы игровых миров — сегодня её технологии формируют будущее ИИ, научных исследований, связи и многого другого. Но как компания, начавшая с графики, стала флагманом искусственного интеллекта? В интервью для Computerphile (25.03.2025) Хуанг рассказывает, как закон Амдала уживается с тензорными ядрами, а CUDA из инструмента разработчика превратилась в основу для преобразования индустрий. Это интервью о процессе, в котором технологии развиваются, пересекаются и возвращаются туда, с чего начинали.

https://habr.com/ru/companies/bothub/articles/895682/

#ai #ии #дженсен_хуанг #nvidia #cuda #transformer #закон_амдала #5g