Core AI

Large Language Models

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

24,415
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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The power of the psychological marketing "Halo Effect"
Large Language Models
The power of the psychological marketing "Halo Effect"
Adam Erhart Beginner 2y ago
Query Your CSV using LIDA: Automatic Generation of Visualizations with LLMs
Large Language Models ⚡ AI Lesson
Query Your CSV using LIDA: Automatic Generation of Visualizations with LLMs
AI Anytime Beginner 2y ago
Prompting pretrained models is subtractive, unveiling the model's behavior and text predictions
Large Language Models ⚡ AI Lesson
Prompting pretrained models is subtractive, unveiling the model's behavior and text predictions
The TWIML AI Podcast with Sam Charrington Beginner 2y ago
New course: Functions, Tools and Agents with LangChain
Large Language Models ⚡ AI Lesson
New course: Functions, Tools and Agents with LangChain
DeepLearningAI Intermediate 2y ago
DALL-E 3 Is Now Free For Everyone!
Large Language Models
DALL-E 3 Is Now Free For Everyone!
Two Minute Papers Beginner 2y ago
Mutli head attention for Transformer
Large Language Models ⚡ AI Lesson
Mutli head attention for Transformer
CodeEmporium Beginner 2y ago
GPT Prompt Strategy: Brainstorm, Search, Hypothesize, and Refine - THIS is the FUTURE!!
Large Language Models ⚡ AI Lesson
GPT Prompt Strategy: Brainstorm, Search, Hypothesize, and Refine - THIS is the FUTURE!!
David Shapiro Beginner 2y ago
The Truth About AI Agents // Silen Naihin // LLMS in Production Conference III Talk 7
Large Language Models
The Truth About AI Agents // Silen Naihin // LLMS in Production Conference III Talk 7
MLOps.community Intermediate 2y ago
Exploring the Latency/Throughput & Cost Space for LLM Inference // Timothée Lacroix // CTO Mistral
Large Language Models
Exploring the Latency/Throughput & Cost Space for LLM Inference // Timothée Lacroix // CTO Mistral
MLOps.community Advanced 2y ago
Retrieval Augmented Generation with GPT and Milvus
Large Language Models ⚡ AI Lesson
Retrieval Augmented Generation with GPT and Milvus
DataCamp Beginner 2y ago
How to Build a RAG-based ChatGPT Web App: Meet Our new AI Tutor
Large Language Models
How to Build a RAG-based ChatGPT Web App: Meet Our new AI Tutor
What's AI by Louis-François Bouchard Beginner 2y ago
WhyLabs Partners for Large Language Model Bootcamp
Large Language Models
WhyLabs Partners for Large Language Model Bootcamp
Data Science Dojo Intermediate 2y ago
Meet the AI Engineer who Fine-tuned Mistral 7B on Personal Journals [Harper Carroll Expert Tutorial]
Large Language Models
Meet the AI Engineer who Fine-tuned Mistral 7B on Personal Journals [Harper Carroll Expert Tutorial]
1littlecoder Intermediate 2y ago
Angie Chen Learning From Natural Language Feedback
Large Language Models ⚡ AI Lesson
Angie Chen Learning From Natural Language Feedback
Cohere Advanced 2y ago
Lightning Talk: Accelerating Inference on CPU with Torch.Compile - Jiong Gong, Intel
Large Language Models ⚡ AI Lesson
Lightning Talk: Accelerating Inference on CPU with Torch.Compile - Jiong Gong, Intel
PyTorch Advanced 2y ago
Lightning Talk: Lessons from Using Pytorch 2.0 Compile in IBM's Watsonx.AI Inference - Antoni Martin
Large Language Models ⚡ AI Lesson
Lightning Talk: Lessons from Using Pytorch 2.0 Compile in IBM's Watsonx.AI Inference - Antoni Martin
PyTorch Advanced 2y ago
LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! 🌟
Large Language Models ⚡ AI Lesson
LlamaIndex + ChatGPT: Ingest Data and Experience UNBELIEVABLE Query Results! 🌟
Mervin Praison Beginner 2y ago
See, Hear, Speak, Draw: Logan Kilpatrick & Simón Fishman
Large Language Models
See, Hear, Speak, Draw: Logan Kilpatrick & Simón Fishman
AI Engineer Intermediate 2y ago
How to Fine-Tune Mistral 7B on Your Own Data
Large Language Models
How to Fine-Tune Mistral 7B on Your Own Data
Brev Beginner 2y ago
Word Embedding & Position Encoder in Transformer
Large Language Models ⚡ AI Lesson
Word Embedding & Position Encoder in Transformer
CodeEmporium Beginner 2y ago
GPT Prompt Strategy: Latent Space Activation - what EVERYONE is missing!
Large Language Models
GPT Prompt Strategy: Latent Space Activation - what EVERYONE is missing!
David Shapiro Beginner 2y ago
Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! 🎉
Large Language Models
Create Chatbot: Ollama Integration Made UNBELIEVABLY Easy! 🎉
Mervin Praison Beginner 2y ago
GNU su Bizarre History With The Wheel Group
Large Language Models
GNU su Bizarre History With The Wheel Group
Brodie Robertson Intermediate 2y ago
Mental Models for Advanced ChatGPT Prompting with Riley Goodside - 652
Large Language Models ⚡ AI Lesson
Mental Models for Advanced ChatGPT Prompting with Riley Goodside - 652
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
Teaching AI how to speak DNA with Ginkgo Bioworks
Large Language Models
Teaching AI how to speak DNA with Ginkgo Bioworks
Google Cloud Intermediate 2y ago
Step BACK Prompt "Engineering"
Large Language Models ⚡ AI Lesson
Step BACK Prompt "Engineering"
1littlecoder Advanced 2y ago
Top 10 NEW Humanoid Robots 2023/2024
Large Language Models
Top 10 NEW Humanoid Robots 2023/2024
TheAIGRID Beginner 2y ago
Pytest Tutorial – How to Test Python Code
Large Language Models ⚡ AI Lesson
Pytest Tutorial – How to Test Python Code
freeCodeCamp.org Beginner 2y ago
LlamaIndex Workshop: Evaluation-Driven Development (EDD)
Large Language Models ⚡ AI Lesson
LlamaIndex Workshop: Evaluation-Driven Development (EDD)
LlamaIndex Intermediate 2y ago
The 4 Stacks of LLM Apps & Agents
Large Language Models ⚡ AI Lesson
The 4 Stacks of LLM Apps & Agents
Sam Witteveen Beginner 2y ago
How To Give A Killer Presentation or Workshop!
Large Language Models ⚡ AI Lesson
How To Give A Killer Presentation or Workshop!
The Futur Beginner 2y ago
Self-Reflective AI: Self-RAG for Multi-AI-Agents explained
Large Language Models ⚡ AI Lesson
Self-Reflective AI: Self-RAG for Multi-AI-Agents explained
Discover AI Beginner 2y ago
Lightning Talk: Accelerating LLM Training on Cerebras Wafer-Scale... - Mark; Natalia; Behzad & Emad
Large Language Models
Lightning Talk: Accelerating LLM Training on Cerebras Wafer-Scale... - Mark; Natalia; Behzad & Emad
PyTorch Advanced 2y ago
Lightning Talk: Large-Scale Distributed Training with Dynamo and... - Yeounoh Chung & Jiewen Tan
Large Language Models
Lightning Talk: Large-Scale Distributed Training with Dynamo and... - Yeounoh Chung & Jiewen Tan
PyTorch Advanced 2y ago
Llama V2 in Azure AI for Finetuning, Evaluation and Deployment from the Model Catalog - Swati Gharse
Large Language Models
Llama V2 in Azure AI for Finetuning, Evaluation and Deployment from the Model Catalog - Swati Gharse
PyTorch Beginner 2y ago
Cost Effectively Deploy Thousands of Fine Tuned Gen AI Models Like... - Saurabh Trikande, Li Ning
Large Language Models
Cost Effectively Deploy Thousands of Fine Tuned Gen AI Models Like... - Saurabh Trikande, Li Ning
PyTorch Beginner 2y ago
Training a LLaMA in your Backyard: Fine-tuning Very Large... - Sourab Mangrulkar & Younes Belkada
Large Language Models
Training a LLaMA in your Backyard: Fine-tuning Very Large... - Sourab Mangrulkar & Younes Belkada
PyTorch Advanced 2y ago
Getting Started with Pytorch 2.0 and Hugging Face Transformers - Philipp Schmid, Hugging Face
Large Language Models
Getting Started with Pytorch 2.0 and Hugging Face Transformers - Philipp Schmid, Hugging Face
PyTorch Beginner 2y ago
Into Generative AI with PyTorch Lightning 2.0 - Luca Antiga & Carlos Mocholí, Adrian Walchli
Large Language Models
Into Generative AI with PyTorch Lightning 2.0 - Luca Antiga & Carlos Mocholí, Adrian Walchli
PyTorch Beginner 2y ago
Lightning Talk: Diffusers: Bringing Cutting-Edge Diffusion Models to the Masses - Lysandre Debut
Large Language Models
Lightning Talk: Diffusers: Bringing Cutting-Edge Diffusion Models to the Masses - Lysandre Debut
PyTorch Intermediate 2y ago
Accelerating Generative AI - Christian Puhrsch & Horace He, Meta
Large Language Models
Accelerating Generative AI - Christian Puhrsch & Horace He, Meta
PyTorch Advanced 2y ago
Composable Distributed PT2(D) - Wanchao Liang, Meta Platforms, Inc.
Large Language Models
Composable Distributed PT2(D) - Wanchao Liang, Meta Platforms, Inc.
PyTorch Advanced 2y ago
Keynote: The Llama Ecosystem: Past, Present and Future - Joe Spisak, Product Director, Meta
Large Language Models
Keynote: The Llama Ecosystem: Past, Present and Future - Joe Spisak, Product Director, Meta
PyTorch Beginner 2y ago
Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! 🤖
Large Language Models
Create Chatbot: Turn ANY Open-Source LLM into a Conversation Pro! 🤖
Mervin Praison Beginner 2y ago
LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! 🤖🔥
Large Language Models
LiteLLM Chatbot: Build Your Own in MINUTES! INSANE! 🤖🔥
Mervin Praison Beginner 2y ago
ChatGPT Chatbot in Less Time Than You Think! 🚀😎 Step-by-Step Tutorial
Large Language Models
ChatGPT Chatbot in Less Time Than You Think! 🚀😎 Step-by-Step Tutorial
Mervin Praison Beginner 2y ago
AI News - "Open Source UNLEASHED!!!"
Large Language Models
AI News - "Open Source UNLEASHED!!!"
1littlecoder Beginner 2y ago
LiteLLM: One-Function Call to ANY Large Language Model! 🤯 UNBELIEVABLE!
Large Language Models
LiteLLM: One-Function Call to ANY Large Language Model! 🤯 UNBELIEVABLE!
Mervin Praison Beginner 2y ago
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