Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

24,932
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
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Keynote: vLLM & Deepspeed Updates - Simon Mo & Tunji Ruwase
Large Language Models
Keynote: vLLM & Deepspeed Updates - Simon Mo & Tunji Ruwase
PyTorch Intermediate 5mo ago
PyTorch APIs for High Performance MoE Training and Inference - D. Vega-Myhre; Ke Wen & N. Gimelshein
Large Language Models ⚡ AI Lesson
PyTorch APIs for High Performance MoE Training and Inference - D. Vega-Myhre; Ke Wen & N. Gimelshein
PyTorch Advanced 5mo ago
Google’s TPU Advantage: Google Cloud VP on Performance & Cost for Gemini
Large Language Models
Google’s TPU Advantage: Google Cloud VP on Performance & Cost for Gemini
The Information Advanced 5mo ago
Using Custom Evaluators During Training | Datawizz
Large Language Models
Using Custom Evaluators During Training | Datawizz
Datawizz Beginner 5mo ago
Build Intelligent AI Apps: Introduction
Large Language Models
Build Intelligent AI Apps: Introduction
Microsoft Developer Beginner 5mo ago
76% Gemini News Errors
Large Language Models
76% Gemini News Errors
David Bombal Intermediate 5mo ago
Learn to Use AI Tools Like ChatGPT — Free Beginner Course
Large Language Models
Learn to Use AI Tools Like ChatGPT — Free Beginner Course
Sadie Mir | AI Tools + Agents Beginner 5mo ago
Dynamic Expert Allocation in GPT 5
Large Language Models ⚡ AI Lesson
Dynamic Expert Allocation in GPT 5
Latent Space Advanced 5mo ago
GQA: The speed hack that makes LLMs faster
Large Language Models
GQA: The speed hack that makes LLMs faster
Tales Of Tensors Advanced 5mo ago
Use the Jules extension for Gemini CLI to fix multiple GitHub issues
Large Language Models
Use the Jules extension for Gemini CLI to fix multiple GitHub issues
Google Cloud Tech Intermediate 5mo ago
Why Grouped Query Attention (GQA) Outperforms Multi-head Attention
Large Language Models
Why Grouped Query Attention (GQA) Outperforms Multi-head Attention
Tales Of Tensors Advanced 5mo ago
Where Do You Belong in the GenAI Journey? | Community Highlights
Large Language Models
Where Do You Belong in the GenAI Journey? | Community Highlights
Data Science Dojo Beginner 5mo ago
Beyond Gemini: Your complete guide to AI on Google Cloud
Large Language Models
Beyond Gemini: Your complete guide to AI on Google Cloud
Google Cloud Beginner 5mo ago
How to Build and Sell Simple Data Files in 10 Minutes
Large Language Models ⚡ AI Lesson
How to Build and Sell Simple Data Files in 10 Minutes
Hasan Aboul Hasan Intermediate 5mo ago
How to fix LLM hallucinations ?
Large Language Models
How to fix LLM hallucinations ?
What's AI by Louis-François Bouchard Intermediate 5mo ago
How Yoodli trained 15,000 people with Google Cloud Consulting
Large Language Models
How Yoodli trained 15,000 people with Google Cloud Consulting
Google Cloud Advanced 5mo ago
AI Just Created Your NEXT Job - Prompt Engineers #simplilearn
Large Language Models
AI Just Created Your NEXT Job - Prompt Engineers #simplilearn
Simplilearn Beginner 5mo ago
Why Millennials And Gen Z Struggle To Buy Homes | Well Spent | Business Insider
Large Language Models
Why Millennials And Gen Z Struggle To Buy Homes | Well Spent | Business Insider
Business Insider Beginner 5mo ago
Leonardo AI - Tutorial for Beginners - How to Use [ FULL GUIDE 2026 ]
Large Language Models
Leonardo AI - Tutorial for Beginners - How to Use [ FULL GUIDE 2026 ]
Skills Factory Beginner 5mo ago
🧠 The Hidden Map Behind ChatGPT’s Answers #shorts
Large Language Models
🧠 The Hidden Map Behind ChatGPT’s Answers #shorts
Jacky Chou from Indexsy Intermediate 5mo ago
🤖 Are You Invisible to AI? The New Internet Reality #shorts
Large Language Models
🤖 Are You Invisible to AI? The New Internet Reality #shorts
Jacky Chou from Indexsy Intermediate 5mo ago
Top 5 AI Courses on Coursera
Large Language Models
Top 5 AI Courses on Coursera
Coursera Beginner 5mo ago
How to Build a Remote MCP Server (with Auth)
Large Language Models ⚡ AI Lesson
How to Build a Remote MCP Server (with Auth)
Shaw Talebi Intermediate 5mo ago
Sponsored Session: Beyond the Node: Scaling Inference with Cluster-Wide KVCache... - Alon Yariv
Large Language Models ⚡ AI Lesson
Sponsored Session: Beyond the Node: Scaling Inference with Cluster-Wide KVCache... - Alon Yariv
PyTorch Advanced 5mo ago
Leveraging PyTorch for Generative AI in Distributed Edge Clouds - Tina Tsou
Large Language Models ⚡ AI Lesson
Leveraging PyTorch for Generative AI in Distributed Edge Clouds - Tina Tsou
PyTorch Advanced 5mo ago
Lightning Talk: What's New in Torch.onnx - Maanav Dalal & Justin Chu, Microsoft
Large Language Models
Lightning Talk: What's New in Torch.onnx - Maanav Dalal & Justin Chu, Microsoft
PyTorch Beginner 5mo ago
Lightning Talk: Accelerating PyTorch FSDP Via Overlapping Collectives With In... - Nariaki Tateiwa
Large Language Models ⚡ AI Lesson
Lightning Talk: Accelerating PyTorch FSDP Via Overlapping Collectives With In... - Nariaki Tateiwa
PyTorch Intermediate 5mo ago
Deploying GenAI for Audio Generation on Mobile CPUs With ExecuTorch - Gian Marco Iodice, Arm
Large Language Models ⚡ AI Lesson
Deploying GenAI for Audio Generation on Mobile CPUs With ExecuTorch - Gian Marco Iodice, Arm
PyTorch Intermediate 5mo ago
Enabling VLLM V1 on AMD GPUs With Triton - Thomas Parnell, IBM Research & Aleksandr Malyshev, AMD
Large Language Models
Enabling VLLM V1 on AMD GPUs With Triton - Thomas Parnell, IBM Research & Aleksandr Malyshev, AMD
PyTorch Advanced 5mo ago
Multi-Accelerator PyTorch Serving With NxD Inference and vLLM - Yahav Biran & Liangfu Chen, Amazon
Large Language Models
Multi-Accelerator PyTorch Serving With NxD Inference and vLLM - Yahav Biran & Liangfu Chen, Amazon
PyTorch Beginner 5mo ago
Lightning Talk: Improved GEMM and SDPA Performance on ROCm With Composable Kernel - Andres Lugo, AMD
Large Language Models
Lightning Talk: Improved GEMM and SDPA Performance on ROCm With Composable Kernel - Andres Lugo, AMD
PyTorch Beginner 5mo ago
Sponsored Session: Lightning Talk: PyTorch in Production: Boosting LLM Training and... - F. Hua
Large Language Models
Sponsored Session: Lightning Talk: PyTorch in Production: Boosting LLM Training and... - F. Hua
PyTorch Intermediate 5mo ago
Lightning Talk: Vllm-triton-backend: How To Get State-of-the-art Performance on... - B. Ringlein
Large Language Models
Lightning Talk: Vllm-triton-backend: How To Get State-of-the-art Performance on... - B. Ringlein
PyTorch Advanced 5mo ago
Transformers: Standardizing Model Definitions Across the PyTorch Ecosystem - L. Debut & A. Zucker
Large Language Models
Transformers: Standardizing Model Definitions Across the PyTorch Ecosystem - L. Debut & A. Zucker
PyTorch Advanced 5mo ago
Enabling Lightweight, High-Performance FSDP With NVIDIA GPU - J. Chang CN, C. Ye, X. Chen & S. Lym
Large Language Models ⚡ AI Lesson
Enabling Lightweight, High-Performance FSDP With NVIDIA GPU - J. Chang CN, C. Ye, X. Chen & S. Lym
PyTorch Advanced 5mo ago
Blazing Fast GenAI Inference With Torch.compile - Richard Zou, Meta
Large Language Models ⚡ AI Lesson
Blazing Fast GenAI Inference With Torch.compile - Richard Zou, Meta
PyTorch Intermediate 5mo ago
PyTorch Symmetric Memory: A New Programming Paradigm for Distributed AI - Ke Wen & Chien-Chin Huang
Large Language Models ⚡ AI Lesson
PyTorch Symmetric Memory: A New Programming Paradigm for Distributed AI - Ke Wen & Chien-Chin Huang
PyTorch Intermediate 5mo ago
Sponsor Session: Low-Precision Inference without Quality Loss... - Pankaj Gupta & Philip Kiely
Large Language Models ⚡ AI Lesson
Sponsor Session: Low-Precision Inference without Quality Loss... - Pankaj Gupta & Philip Kiely
PyTorch Intermediate 5mo ago
Verl: A Flexible and Efficient RL Framework for LLMs - Hongpeng Guo & Ziheng Jiang, ByteDance Seed
Large Language Models
Verl: A Flexible and Efficient RL Framework for LLMs - Hongpeng Guo & Ziheng Jiang, ByteDance Seed
PyTorch Advanced 5mo ago
Lifecycle of a Parameter - Philip Bontrager, Meta
Large Language Models
Lifecycle of a Parameter - Philip Bontrager, Meta
PyTorch Advanced 5mo ago
Serving PyTorch LLMs at Scale: Disaggregated Inference With Kubernetes and Llm-d - M. Ayoub & C. Liu
Large Language Models
Serving PyTorch LLMs at Scale: Disaggregated Inference With Kubernetes and Llm-d - M. Ayoub & C. Liu
PyTorch Beginner 5mo ago
Rethinking the Transformer: Toward Native Multimodal Architectures - Bowen Peng, Nous Research
Large Language Models
Rethinking the Transformer: Toward Native Multimodal Architectures - Bowen Peng, Nous Research
PyTorch Advanced 5mo ago
Lightning Talk: A Stable Limited LibTorch ABI? How?! (and Why?) - Jane Xu, Meta
Large Language Models ⚡ AI Lesson
Lightning Talk: A Stable Limited LibTorch ABI? How?! (and Why?) - Jane Xu, Meta
PyTorch Beginner 5mo ago
“Many-model” Time Series Forecasting: Scaling PyTorch Training Across 1000s...- V. Sridhar & S. Chen
Large Language Models
“Many-model” Time Series Forecasting: Scaling PyTorch Training Across 1000s...- V. Sridhar & S. Chen
PyTorch Intermediate 5mo ago
Sponsored Session: Powering PyTorch: Decentralized Training for an Energy-Hungry Future - Greg Osuri
Large Language Models ⚡ AI Lesson
Sponsored Session: Powering PyTorch: Decentralized Training for an Energy-Hungry Future - Greg Osuri
PyTorch Intermediate 5mo ago
Scaling Inference of O(10K)-length Sequence Recommendation Models Using... - S. Joshi & K. Rajesh
Large Language Models
Scaling Inference of O(10K)-length Sequence Recommendation Models Using... - S. Joshi & K. Rajesh
PyTorch Intermediate 5mo ago
Sponsored Session: Accelerating GenAI Inference: From AWS Deep Learning... - P. Nguyen & A. Zhao
Large Language Models
Sponsored Session: Accelerating GenAI Inference: From AWS Deep Learning... - P. Nguyen & A. Zhao
PyTorch Intermediate 5mo ago
🚀 The Secret Hack to Hijack AI Traffic #shorts
Large Language Models
🚀 The Secret Hack to Hijack AI Traffic #shorts
Jacky Chou from Indexsy Beginner 5mo ago
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ChatGPT for Teachers in Education
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Use Generative AI as Your Thought Partner
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Time Management
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