Transformer Explainer: LLM Transformer Model Visually Explained
Transformer Explainer: LLM Transformer Model Visually Explained
Jun 22, 2024
github.io
How do Transformers work? · Hugging Face
How do Transformers work? · Hugging Face
Apr 3, 2025
huggingface.co
The best high-level introduction to LLM's and Transformers I've seen
The best high-level introduction to LLM's and Transformers I've seen
Oct 29, 2024
mathworks.com
LLM Evolution: Transformer to Sparsity
7:10
LLM Evolution: Transformer to Sparsity
1 views4 months ago
YouTubeCode&Learn AI
看懂这块电路板，你就看懂了 AI 接下来要的另一条主线这两天 X 上一个学生把整个 GPT 烧进了一块板子，没 GPU、没 PyTorch、没一行代码在跑他叫 Luthira，多伦多大学工程学院本科生，跟同学 Krish Chhajer 一起搞的板子是 Terasic DE1-SoC，大学本科 FPGA 课的标配教学板听起来像本科课程作业，确实就是但他们做完之后，原推 4300 赞、36 万浏览，karpathy 本人都被疯狂进来了视频和 GitHub 全公开，谁都能点进去验证但那这事到底牛在哪？你得先知道 FPGA 是什么它不是 GPU，是一块可以按设计图把电路连出来的可编程芯片正常 AI 模型跑起来是这样：权重存在内存里，每次推理把它搬进 GPU，用 PyTorch 调度，CPU 控制循环他们做的是相反的事，把 GPT 的权重直接刻进 ROM 只读存储器里，等于焊死在硅片上结果就是这块板子里没有任何程序在跑没有 PyTorch、没有 CUDA、CPU 也不参与推理循环通电之后，电流流过那条被设计成 transformer 的电路，token 就一个一个出来数字也很猛，一秒能吐 5
0:26
看懂这块电路板，你就看懂了 AI 接下来要的另一条主线这两天 X 上一个学生把整个 GPT 烧进了一块板子，没 GPU、没 PyTorch、没一行代码在跑他叫 Luthira，多伦多大学工程学院本科生，跟同学 Krish Chhajer 一起搞的板子是 Terasic DE1-SoC，大学本科 FPGA 课的标配教学板听起来像本科课程作业，确实就是但他们做完之后，原推 4300 赞、36 万浏览，karpathy 本人都被疯狂进来了视频和 GitHub 全公开，谁都能点进去验证但那这事到底牛在哪？你得先知道 FPGA 是什么它不是 GPU，是一块可以按设计图把电路连出来的可编程芯片正常 AI 模型跑起来是这样：权重存在内存里，每次推理把它搬进 GPU，用 PyTorch 调度，CPU 控制循环他们做的是相反的事，把 GPT 的权重直接刻进 ROM 只读存储器里，等于焊死在硅片上结果就是这块板子里没有任何程序在跑没有 PyTorch、没有 CUDA、CPU 也不参与推理循环通电之后，电流流过那条被设计成 transformer 的电路，token 就一个一个出来数字也很猛，一秒能吐 5
592.7K views1 week ago
x.com铁锤人
There's a quadrillion-dollar question at the heart of AI: Why are humans so much more sample efficient compared to LLM? There are three possible answers:1. Architecture and hyperparameters (aka transformer vs whatever ‘algo’ cortical columns are implementing)2. Learning rule (backprop vs whatever brain is doing)3. Reward function@AdamMarblestone believes the answer is the reward function.ML likes to use pretty simple loss functions, like cross-entropy. These are easy to work with.But they might
2:10
There's a quadrillion-dollar question at the heart of AI: Why are humans so much more sample efficient compared to LLM? There are three possible answers:1. Architecture and hyperparameters (aka transformer vs whatever ‘algo’ cortical columns are implementing)2. Learning rule (backprop vs whatever brain is doing)3. Reward function@AdamMarblestone believes the answer is the reward function.ML likes to use pretty simple loss functions, like cross-entropy. These are easy to work with.But they might
937.8K views2 weeks ago
x.comDwarkesh Patel
Custom Training Question Answer Model Using Transformer BERT
25:12
Custom Training Question Answer Model Using Transformer BERT
147.2K viewsMay 27, 2021
YouTubeKrish Naik
8:07
Tutorial 1- Introduction to Neural Network and Deep Learning
432.4K viewsJul 17, 2019
YouTubeKrish Naik
29:30
The Narrated Transformer Language Model
347.5K viewsOct 26, 2020
YouTubeJay Alammar
22:36
L19.5.1 The Transformer Architecture
23.4K viewsMay 14, 2021
YouTubeSebastian Raschka
13:01
Transformers Neural Networks Explained | NLP with Deep Learning | Deep Learning Course | Edureka
21.7K viewsMay 21, 2021
YouTubeedureka!
24:30
Tutorial 1-Transformer And Bert Implementation With Huggingface
258.1K viewsMay 18, 2021
YouTubeKrish Naik
9:11
Transformers, explained: Understand the model behind GPT, BERT, and T5
1.2M viewsAug 18, 2021
YouTubeGoogle Cloud Tech
21:38
Lets Implement LSTM RNN Models For Univariate Time Series Forecasting- Deep Learning
117.4K viewsMay 23, 2020
YouTubeKrish Naik
1:35:47
Live- Attention Models, Transformers In depth Intuition Deep Learning- Part 2
45.6K viewsAug 26, 2020
YouTubeKrish Naik
1:19:24
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
288.1K viewsSep 3, 2020
YouTubeKrish Naik
7:06
为啥所有AI都数不清手指？包括GPT5
74K views9 months ago
YouTube飞天闪客
56:54
Lecture - 16 K-L Transform
49.5K viewsOct 16, 2008
YouTubenptelhrd
27:09
LLM Building Blocks & Transformer Alternatives
18.5K views6 months ago
YouTubeSebastian Raschka
13:47
LLM Jargons Explained: Part 4 - KV Cache
10.8K viewsMar 24, 2024
YouTubeSachin Kalsi
6:03
LLM fundamentals - transformers and beyond
1.5K viewsJun 5, 2023
YouTubeGenerative AI at MIT
25:45
How are LLMs built?
97K views6 months ago
YouTubecodebasics
0:59
Transformer Architecture Explained in Hindi
21K viewsOct 14, 2024
YouTubeMLwithPrajjwal-Shorts
40:39
Lecture 4: What are transformers?
140.2K viewsAug 24, 2024
YouTubeVizuara
5:51
What are Transformers (Machine Learning Model)?
732.9K viewsMar 11, 2022
YouTubeIBM Technology
3:11
LLM Transformers 101 (Part 4 of 5): Feedforward Neural Network
1.1K viewsJan 14, 2024
YouTubeSuper Data Science: ML & AI Podcast with Jo…
13:26
Nvidia 6x Faster LLM - MAMBA + TRANSFORMER
954 views8 months ago
YouTubeVuk Rosić
11:38
Transformer models and BERT model: Overview
165K viewsJun 5, 2023
YouTubeGoogle Cloud Tech
21:09
Transformers in Deep Learning | Introduction to Transformers
47.4K viewsOct 2, 2024
YouTubeLearn With Jay
45:06
Coding the entire LLM Transformer Block
18.8K viewsOct 20, 2024
YouTubeVizuara
See more

Short videos

0:18
The 3 AI Papers Behind Every LLM You Use
101 views2 weeks ago
YouTubeColony-AI
0:23
Funniest Moment's 😂🤣 in Bgmi 4.3 Update #bgmi #pubgmobile #funniestmoments #funnyshort
1.1K views3 weeks ago
YouTubeᎷᎡ Yᴜꪜɪ Gᴀᴍɪɴɢ
0:14
LLMs Explained + 8 Powerful AI Models (LCM, LAM, MoE, VLM, SLM, MLM, SAM)#ai
1.3K views1 month ago
YouTubeAnjali Sharma0s
0:49
The Transformer's dirty little secret 🤫
1.1K views1 month ago
YouTubeAgentic Amit | AI Education
0:30
AI에게 일본 구마모토현 캐릭터 쿠마몬을 만들어달라고 했습니다
922 views5 days ago
YouTube동태인
1:00
Arena Zero part 1 #movie #ai
24 views1 month ago
YouTubeMovie songs 2.5M View. 5
0:53
Multi-Head Attention Explained in 40 Seconds 🤯 | Transformer AI
2K views1 month ago
YouTubeAI with Haseeb
1:16
The Hidden GPU Bottleneck That Kills LLMs in Production #gpu #llm #machinelearning
1.2K views2 months ago
YouTubeJam With AI | Shirin Khosravi
0:56
Transformers Are Wasting Compute 2 (Paper Explains Why) #genai #transformers
459 views1 month ago
YouTubeAI with Arun
0:45
القفزة الرابعة لما AI صار يفهم النص الطويل | الذاكرة الطويلة وبداية عصر الترانسفورمر
1 views2 weeks ago
YouTubeFlow Tacts
0:24
QLora Fine-Tuning: 48GB to 6GB Explained
88 views1 week ago
YouTubeByteBuilder
0:55
Episode 2: What is an LLM? #generativeai #aiengineer
226 views3 months ago
YouTubeShivansh Pareek | Code Crunc
0:20
120 Fps Vs 60 Fps🥶 || #pubg #pubgshorts #bgmi #bgmiindia #bgmimemes #pubgmobile
1.2K views3 months ago
YouTubeCYGER GAMING YT
1:55
What happens when we press Enter in ChatGPT? #ai #chatgpt #gemini
7.3K views5 months ago
YouTubeThinkTech
0:36
Funniest Moment's 😂🤣 in Bgmi 4.2 Update #bgmi #pubgmobile #funniestmoments #funnyshort
1.2K views3 weeks ago
YouTubeᎷᎡ Yᴜꪜɪ Gᴀᴍɪɴɢ
0:16
AI Magic: Testing Google’s Lyria 3 Free Music Generator 🎵✨🧪 | AI Short
6 views2 months ago
YouTubeLidori
1:43
AI's Transformer Engine: The Future of Large Language Models #shorts
809 views4 weeks ago
YouTubedivine.251
0:32
Always ready for close 😉 RowDPlays
878 views3 months ago
YouTubeRowDPlays
1:30
Day 5 | LLM Ela Work Chestundi? Input Nunchi Output Varaku Full Process
993 views3 months ago
YouTubeq verse intelligence
0:46
Multi-Head Attention in under 60 Second #aiexplained #artificialintelligence
113 views1 week ago
YouTubeVisual AI