Core AI

Large Language Models

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

24,534
lessons
Skills in this topic
View full skill map →
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
Videos 19,407 Reads 5,127
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Harnessing MLOps in Finance // Michelle Marie Conway // MLOps Podcast Coffee #174
Large Language Models
Harnessing MLOps in Finance // Michelle Marie Conway // MLOps Podcast Coffee #174
MLOps.community Advanced 2y ago
LLMs in Social Science
Large Language Models ⚡ AI Lesson
LLMs in Social Science
Data Skeptic Advanced 2y ago
Is ChatGPT Getting Worse? with James Zou - 645
Large Language Models ⚡ AI Lesson
Is ChatGPT Getting Worse? with James Zou - 645
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
Topical Authority with Brand Trust and Microsemantics: 2.5x Trafic Increase in 6 Months
Large Language Models
Topical Authority with Brand Trust and Microsemantics: 2.5x Trafic Increase in 6 Months
Koray Tuğberk GÜBÜR Advanced 2y ago
Ajeya Cotra - Measuring the Growth of AI
Large Language Models
Ajeya Cotra - Measuring the Growth of AI
Cohere Advanced 2y ago
Stanford CS25: V2 I Neuroscience-Inspired Artificial Intelligence
Large Language Models ⚡ AI Lesson
Stanford CS25: V2 I Neuroscience-Inspired Artificial Intelligence
Stanford Online Advanced 2y ago
Day 7: Meta NLLB - analyzing the training script, Jais paper (Pt. 4)
Large Language Models
Day 7: Meta NLLB - analyzing the training script, Jais paper (Pt. 4)
Aleksa Gordić - The AI Epiphany Advanced 2y ago
Training & Fine-Tuning LLMs: Evaluation
Large Language Models
Training & Fine-Tuning LLMs: Evaluation
Weights & Biases Advanced 2y ago
Building Cody, an Open Source AI Coding Assistant // Beyang Liu // MLOps Podcast #173
Large Language Models ⚡ AI Lesson
Building Cody, an Open Source AI Coding Assistant // Beyang Liu // MLOps Podcast #173
MLOps.community Advanced 2y ago
Vaishaal Shankar - DataComp
Large Language Models ⚡ AI Lesson
Vaishaal Shankar - DataComp
Cohere Advanced 2y ago
75 years of Language Models
Large Language Models ⚡ AI Lesson
75 years of Language Models
CodeEmporium Advanced 2y ago
AI This week - LOTS of 🤑 $$$ and New MODELS!!!
Large Language Models ⚡ AI Lesson
AI This week - LOTS of 🤑 $$$ and New MODELS!!!
1littlecoder Advanced 2y ago
WizardCoder - Python OUTPERFORMS Code LLama - Python 34B
Large Language Models
WizardCoder - Python OUTPERFORMS Code LLama - Python 34B
Discover AI Advanced 2y ago
UNNATURAL "Code LLAMA 2": The Secret Version
Large Language Models ⚡ AI Lesson
UNNATURAL "Code LLAMA 2": The Secret Version
Discover AI Advanced 2y ago
Running "CODE LLAMA" on Free Colab [Full Code Inside]!!!
Large Language Models ⚡ AI Lesson
Running "CODE LLAMA" on Free Colab [Full Code Inside]!!!
1littlecoder Advanced 2y ago
Behind the prompt: Prompting tips for Claude.ai
Large Language Models
Behind the prompt: Prompting tips for Claude.ai
Anthropic Advanced 2y ago
No Priors Ep. 29 | With Inceptive CEO Jakob Uszkoreit
Large Language Models
No Priors Ep. 29 | With Inceptive CEO Jakob Uszkoreit
No Priors: AI, Machine Learning, Tech, & Startups Advanced 2y ago
In Hot Pursuit: Tracking Ransomware Actors | Ryan Chapman | Aug 22, 2023
Large Language Models ⚡ AI Lesson
In Hot Pursuit: Tracking Ransomware Actors | Ryan Chapman | Aug 22, 2023
SANS Institute Advanced 2y ago
Transformer Architecture (Natural Language Processing at UT Austin)
Large Language Models
Transformer Architecture (Natural Language Processing at UT Austin)
Greg Durrett Advanced 2y ago
Llama - EXPLAINED!
Large Language Models ⚡ AI Lesson
Llama - EXPLAINED!
CodeEmporium Advanced 2y ago
George Hotz | Science | Thermodynamics is to Energy as ??? is to Intelligence | Part 1
Large Language Models
George Hotz | Science | Thermodynamics is to Energy as ??? is to Intelligence | Part 1
george hotz archive Advanced 2y ago
AI Agents Simulate a Town 🤯 Generative Agents: Interactive Simulacra of Human Behavior.
Large Language Models
AI Agents Simulate a Town 🤯 Generative Agents: Interactive Simulacra of Human Behavior.
Wes Roth Advanced 2y ago
Using Feature Stores for Managing Feature Engineering in Python
Large Language Models ⚡ AI Lesson
Using Feature Stores for Managing Feature Engineering in Python
DataCamp Advanced 2y ago
Why Prompting is Hard
Large Language Models ⚡ AI Lesson
Why Prompting is Hard
Data Skeptic Advanced 2y ago
ChatGPT Getting Worse Over Time? 🤔
Large Language Models ⚡ AI Lesson
ChatGPT Getting Worse Over Time? 🤔
The AI Advantage Advanced 2y ago
FlashAttention-2: Making Transformers 800% faster AND exact
Large Language Models ⚡ AI Lesson
FlashAttention-2: Making Transformers 800% faster AND exact
Latent Space Advanced 2y ago
Don't Use ChatGPT for SEO Keyword Research
Large Language Models
Don't Use ChatGPT for SEO Keyword Research
Nathan Gotch Advanced 2y ago
Advanced Prompt Engineering Techniques for FRONT-END Engineers
Large Language Models
Advanced Prompt Engineering Techniques for FRONT-END Engineers
IndyDevDan Advanced 2y ago
Fine-tune LLama2 w/ PEFT, LoRA, 4bit, TRL, SFT code #llama2
Large Language Models
Fine-tune LLama2 w/ PEFT, LoRA, 4bit, TRL, SFT code #llama2
Discover AI Advanced 2y ago
Cutting Costs Without Compromising Accuracy // Lingjiao Chen // MLOps Podcast #172 clip 2
Large Language Models
Cutting Costs Without Compromising Accuracy // Lingjiao Chen // MLOps Podcast #172 clip 2
MLOps.community Advanced 2y ago
NEW: CODE LLAMA - New Coding LLM by META
Large Language Models
NEW: CODE LLAMA - New Coding LLM by META
Discover AI Advanced 2y ago
Code to Fine-tune ChatGPT w/ synthetic GPT-4 dataset
Large Language Models ⚡ AI Lesson
Code to Fine-tune ChatGPT w/ synthetic GPT-4 dataset
Discover AI Advanced 2y ago
FrugalGPT: Better Quality and Lower Cost for LLM Applications // Lingjiao Chen // MLOps Podcast #172
Large Language Models ⚡ AI Lesson
FrugalGPT: Better Quality and Lower Cost for LLM Applications // Lingjiao Chen // MLOps Podcast #172
MLOps.community Advanced 2y ago
😰 Fear of SQL Coding? NEW LLM beats ChatGPT 3.5 in SQL!!!
Large Language Models
😰 Fear of SQL Coding? NEW LLM beats ChatGPT 3.5 in SQL!!!
1littlecoder Advanced 2y ago
LLMs vs LMs in Prod // Denys Linkov // LLMs in Production Conference Part 2
Large Language Models ⚡ AI Lesson
LLMs vs LMs in Prod // Denys Linkov // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
Autonomous AGENTS by AWS BEDROCK vs GPT-4 Code Interpreter
Large Language Models ⚡ AI Lesson
Autonomous AGENTS by AWS BEDROCK vs GPT-4 Code Interpreter
Discover AI Advanced 2y ago
LLM Fine-tuning: Two Crucial Tips for New Models - LLama 2
Large Language Models
LLM Fine-tuning: Two Crucial Tips for New Models - LLama 2
Discover AI Advanced 2y ago
LIMA: Less is More for Alignment // Chunting Zhou // LLMs in Production Conference Part 2
Large Language Models
LIMA: Less is More for Alignment // Chunting Zhou // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
Reinforcement Learning (RL) explained (LLM, Vision, Robot)
Large Language Models ⚡ AI Lesson
Reinforcement Learning (RL) explained (LLM, Vision, Robot)
Discover AI Advanced 2y ago
Ux of a LLM User // Panel 5 // LLMs in Production Conference Part 2
Large Language Models
Ux of a LLM User // Panel 5 // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
End-to-end Modern Machine Learning in Production // Omar Sanseviero // LLMs in Prod Con Part 2
Large Language Models
End-to-end Modern Machine Learning in Production // Omar Sanseviero // LLMs in Prod Con Part 2
MLOps.community Advanced 2y ago
The best LLM as AGENTS for AI REASONING
Large Language Models
The best LLM as AGENTS for AI REASONING
Discover AI Advanced 2y ago
MLOps at the Age of Generative AI // Barak Turovsky // MLOps Podcast #169
Large Language Models
MLOps at the Age of Generative AI // Barak Turovsky // MLOps Podcast #169
MLOps.community Advanced 2y ago
Robotics Transformer w/ Visual-LLM explained: RT-2
Large Language Models
Robotics Transformer w/ Visual-LLM explained: RT-2
Discover AI Advanced 2y ago
Unleashing Code Completion with LLMs // Monmayuri Ray // LLMs in Production Conference Part 2
Large Language Models
Unleashing Code Completion with LLMs // Monmayuri Ray // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
Automated Peer Review
Large Language Models ⚡ AI Lesson
Automated Peer Review
Data Skeptic Advanced 2y ago
6 POWERFUL Llama 2 Models to TRY out today!
Large Language Models
6 POWERFUL Llama 2 Models to TRY out today!
1littlecoder Advanced 2y ago
HUGE 🔥 Llama 2 with 32K Context Length
Large Language Models
HUGE 🔥 Llama 2 with 32K Context Length
1littlecoder Advanced 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Digital Assets
📚 Coursera Course ↗
Self-paced
Digital Assets
Opens on Coursera ↗
Introduction to OpenAI
📚 Coursera Course ↗
Self-paced
Introduction to OpenAI
Opens on Coursera ↗
Foundations of Computer Hardware and Storage
📚 Coursera Course ↗
Self-paced
Foundations of Computer Hardware and Storage
Opens on Coursera ↗
Inbound Sales
📚 Coursera Course ↗
Self-paced
Inbound Sales
Opens on Coursera ↗
Generative AI Essentials: Overview and Impact
📚 Coursera Course ↗
Self-paced
Generative AI Essentials: Overview and Impact
Opens on Coursera ↗
The Data Science of Health Informatics
📚 Coursera Course ↗
Self-paced
The Data Science of Health Informatics
Opens on Coursera ↗