Core AI

Large Language Models

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

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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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ChatGPT Advanced Voice Mode Changes AI Voice Assistants Forever (Realtime API)
Large Language Models
ChatGPT Advanced Voice Mode Changes AI Voice Assistants Forever (Realtime API)
Accelerate AI Beginner 1y ago
Spoken Language AI Assistant with Gemma | Build with Google AI
Large Language Models
Spoken Language AI Assistant with Gemma | Build with Google AI
Google for Developers Beginner 1y ago
This New AI Tool Is The Beginning Of The End
Large Language Models
This New AI Tool Is The Beginning Of The End
The AI Advantage Intermediate 1y ago
GPT 4o Image Finetuning: Master AI Training Now!
Large Language Models
GPT 4o Image Finetuning: Master AI Training Now!
Mervin Praison Beginner 1y ago
How Volkswagen built its AI assistant pt. 2
Large Language Models
How Volkswagen built its AI assistant pt. 2
Google Cloud Tech Beginner 1y ago
Dr. Shaina Raza - MBIAS: Mitigating Bias in Large Language Models While Retaining
Large Language Models
Dr. Shaina Raza - MBIAS: Mitigating Bias in Large Language Models While Retaining
Cohere Beginner 1y ago
Ziqi Wang - Enabling Language Models to Implicitly Learn Self-Improvement
Large Language Models
Ziqi Wang - Enabling Language Models to Implicitly Learn Self-Improvement
Cohere Advanced 1y ago
Jason Boehmig, CEO of Ironclad on Balancing Risk, Innovation, and AI Opportunity in the Legal Field
Large Language Models
Jason Boehmig, CEO of Ironclad on Balancing Risk, Innovation, and AI Opportunity in the Legal Field
AssemblyAI Intermediate 1y ago
Transformers in Deep Learning | Introduction to Transformers
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Large Language Models
Transformers in Deep Learning | Introduction to Transformers
Learn With Jay Beginner 1y ago
Nuclear Powered AI? #shorts #ai #microsoft #chatgpt #power
Large Language Models
Nuclear Powered AI? #shorts #ai #microsoft #chatgpt #power
David Bombal Intermediate 1y ago
AI is Learning How to Create in 3D
Large Language Models
AI is Learning How to Create in 3D
The AI Advantage Beginner 1y ago
Why SearchGPT Will Beat Google
Large Language Models
Why SearchGPT Will Beat Google
Matt Diggity Beginner 1y ago
Ship #GenAI apps that are safe with Aporia and Google Cloud
Large Language Models
Ship #GenAI apps that are safe with Aporia and Google Cloud
Google Cloud Intermediate 1y ago
JETSON AI LAB | Research Group Meeting (10/1/2024)
Large Language Models
JETSON AI LAB | Research Group Meeting (10/1/2024)
NVIDIA Developer Advanced 1y ago
Understanding LLMs for Code Generation
Large Language Models
Understanding LLMs for Code Generation
DataCamp Intermediate 1y ago
OpenAI DevDay Insider Secrets Revealed
Large Language Models
OpenAI DevDay Insider Secrets Revealed
Mervin Praison Intermediate 1y ago
Gemini in action: How Volkswagen built its AI assistant pt. 1
Large Language Models
Gemini in action: How Volkswagen built its AI assistant pt. 1
Google Cloud Tech Intermediate 1y ago
How to ACTUALLY get recruiter attention in 2024
Large Language Models
How to ACTUALLY get recruiter attention in 2024
Sajjaad Khader Intermediate 1y ago
What is Chain of Thought? 💥 Understand Chain of Thought Reasoning in 10 mins💥
Large Language Models
What is Chain of Thought? 💥 Understand Chain of Thought Reasoning in 10 mins💥
1littlecoder Beginner 1y ago
What is Chunking in AI? The Beginners Guide. The Power of Chunking in LLMs & RAG Explained!
Large Language Models
What is Chunking in AI? The Beginners Guide. The Power of Chunking in LLMs & RAG Explained!
AI Foundation Learning Beginner 1y ago
Exploring the Autodesk Maya and NVIDIA ACE Open Source Code
Large Language Models
Exploring the Autodesk Maya and NVIDIA ACE Open Source Code
NVIDIA Developer Beginner 1y ago
OpenAI’s New ChatGPT Goes On Steroids!
Large Language Models
OpenAI’s New ChatGPT Goes On Steroids!
Two Minute Papers Advanced 1y ago
Data Science vs. Statistics: Tech Careers
Large Language Models
Data Science vs. Statistics: Tech Careers
Jean Lee Intermediate 1y ago
Multimodal Projects, LLM Entity Extraction, Cheaper Tokens, and More!
Large Language Models
Multimodal Projects, LLM Entity Extraction, Cheaper Tokens, and More!
Voiceflow Beginner 1y ago
Introducing Google Chrome Built-in AI Challenge
Large Language Models
Introducing Google Chrome Built-in AI Challenge
Chrome for Developers Beginner 1y ago
Its Time To Talk About The Truth Behind OpenAI...
Large Language Models
Its Time To Talk About The Truth Behind OpenAI...
TheAIGRID Beginner 1y ago
The Quest for Community-Trained Open Source AI Models
Large Language Models
The Quest for Community-Trained Open Source AI Models
a16z Intermediate 1y ago
LIQUID AI 40B (MIT): REAL Performance on Reasoning (My 5 Tests)
Large Language Models
LIQUID AI 40B (MIT): REAL Performance on Reasoning (My 5 Tests)
Discover AI Advanced 1y ago
Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss - Jesse Cai, Meta
Large Language Models
Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss - Jesse Cai, Meta
PyTorch Advanced 1y ago
Sponsored Session: NeMo-Aligner: A Scalable Toolkit for Model Alignment - Gerald Shen & Jimmy Zhang
Large Language Models
Sponsored Session: NeMo-Aligner: A Scalable Toolkit for Model Alignment - Gerald Shen & Jimmy Zhang
PyTorch Advanced 1y ago
Advanced Voice Mode's Amazing Accents
Large Language Models
Advanced Voice Mode's Amazing Accents
The AI Advantage Advanced 1y ago
Together Goes Brrr: Threading Research & Production with Torch Compile - Pragaash Ponnusamy
Large Language Models
Together Goes Brrr: Threading Research & Production with Torch Compile - Pragaash Ponnusamy
PyTorch Advanced 1y ago
Running State-of-Art Gen AI Models on-Device with NPU Acceleration - Felix Baum, Qualcomm
Large Language Models
Running State-of-Art Gen AI Models on-Device with NPU Acceleration - Felix Baum, Qualcomm
PyTorch Intermediate 1y ago
Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit - Kartikay Khandelwal, Meta
Large Language Models
Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit - Kartikay Khandelwal, Meta
PyTorch Advanced 1y ago
TorchInductor CPU Backend Advancements: New Features and Performance Imp... Jiong Gong & Leslie Fang
Large Language Models
TorchInductor CPU Backend Advancements: New Features and Performance Imp... Jiong Gong & Leslie Fang
PyTorch Advanced 1y ago
Maximizing Training Throughput Using Torch.Compile and FSDP - L. Chu, A. Viros i Martin, B. Vaughan
Large Language Models
Maximizing Training Throughput Using Torch.Compile and FSDP - L. Chu, A. Viros i Martin, B. Vaughan
PyTorch Advanced 1y ago
The Challenges of Building an Opinionated Open Source LLM Framework - Wing Lian, Axolotl AI
Large Language Models
The Challenges of Building an Opinionated Open Source LLM Framework - Wing Lian, Axolotl AI
PyTorch Advanced 1y ago
Meta Llama 3 and the Future of Responsible AI Development - Spencer Whitman & Vincent Gonguet, Meta
Large Language Models
Meta Llama 3 and the Future of Responsible AI Development - Spencer Whitman & Vincent Gonguet, Meta
PyTorch Intermediate 1y ago
Panel Discussion - T. Dettmers, H. Schoelkopf, A. Chowdhery, A. Conneau, Moderated by K. Khandelwal
Large Language Models
Panel Discussion - T. Dettmers, H. Schoelkopf, A. Chowdhery, A. Conneau, Moderated by K. Khandelwal
PyTorch Advanced 1y ago
torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta
Large Language Models
torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta
PyTorch Advanced 1y ago
The State of the Llama Ecosystem - Joe Spisak, Meta
Large Language Models
The State of the Llama Ecosystem - Joe Spisak, Meta
PyTorch Advanced 1y ago
Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI
Large Language Models
Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI
PyTorch Advanced 1y ago
ExecuTorch Beta and on-Device Generative AI Support - Mergen Nachin & Mengtao (Martin) Yuan, Meta
Large Language Models
ExecuTorch Beta and on-Device Generative AI Support - Mergen Nachin & Mengtao (Martin) Yuan, Meta
PyTorch Intermediate 1y ago
Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performa... Yanbo Liang & Horace He
Large Language Models
Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performa... Yanbo Liang & Horace He
PyTorch Beginner 1y ago
Sponsored Session: Torchchat: A Showcase of PyTorch LLM Ubiquity - Jack Khuu & Jesse White, Meta
Large Language Models
Sponsored Session: Torchchat: A Showcase of PyTorch LLM Ubiquity - Jack Khuu & Jesse White, Meta
PyTorch Intermediate 1y ago
Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch - Syed Ahmed, NVIDIA
Large Language Models
Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch - Syed Ahmed, NVIDIA
PyTorch Intermediate 1y ago
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
Large Language Models
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
PyTorch Advanced 1y ago
Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta
Large Language Models
Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta
PyTorch Advanced 1y ago
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