Core AI

Large Language Models

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

1918
lessons
Skills in this topic
View full skill map โ†’
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
Level: All Beginner Intermediate Advanced
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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
Code to Fine-tune ChatGPT w/ synthetic GPT-4 dataset
Discover AI 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
In Hot Pursuit: Tracking Ransomware Actors | Ryan Chapman | Aug 22, 2023
SANS Institute Advanced 2y ago
FrugalGPT: Better Quality and Lower Cost for LLM Applications // Lingjiao Chen // MLOps Podcast #172
Large Language Models
FrugalGPT: Better Quality and Lower Cost for LLM Applications // Lingjiao Chen // MLOps Podcast #172
MLOps.community Advanced 2y ago
๐Ÿ˜ฐ Fear of SQL Coding? NEW LLM beats ChatGPT 3.5 in SQL!!!
Large Language Models
๐Ÿ˜ฐ Fear of SQL Coding? NEW LLM beats ChatGPT 3.5 in SQL!!!
1littlecoder Advanced 2y ago
Maker Spotlight: Leila Chan Currie
Large Language Models
Maker Spotlight: Leila Chan Currie
Cohere 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
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 ๐Ÿคฏ Generative Agents: Interactive Simulacra of Human Behavior.
Large Language Models
AI Agents Simulate a Town ๐Ÿคฏ Generative Agents: Interactive Simulacra of Human Behavior.
Wes Roth Advanced 2y ago
Using Feature Stores for Managing Feature Engineering in Python
Large Language Models
Using Feature Stores for Managing Feature Engineering in Python
DataCamp Advanced 2y ago
Why Prompting is Hard
Large Language Models
Why Prompting is Hard
Data Skeptic Advanced 2y ago
ChatGPT Getting Worse Over Time? ๐Ÿค”
Large Language Models
ChatGPT Getting Worse Over Time? ๐Ÿค”
The AI Advantage Advanced 2y ago
FlashAttention-2: Making Transformers 800% faster AND exact
Large Language Models
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
Automated Peer Review
Large Language Models
Automated Peer Review
Data Skeptic 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
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
Search What You See: Visual Search Tactics, Tools, and Optimizations [MozCon 2022] โ€” Crystal Carter
Large Language Models
Search What You See: Visual Search Tactics, Tools, and Optimizations [MozCon 2022] โ€” Crystal Carter
Moz Advanced 2y ago
Sam Altman Sells Crypto, SDXL 1.0 Release, ChatGPT Custom Instructions & More [The AI Timeline #11]
Large Language Models
Sam Altman Sells Crypto, SDXL 1.0 Release, ChatGPT Custom Instructions & More [The AI Timeline #11]
bycloud Advanced 2y ago
David Qiu Jupyter AI: Bringing Generative AI to Jupyter | JupyterCon 2023
Large Language Models
David Qiu Jupyter AI: Bringing Generative AI to Jupyter | JupyterCon 2023
JupyterCon Advanced 2y ago
Harnessing the Power of Smaller Models: Unraveling the Secrets of LLaMA-style Training
Large Language Models
Harnessing the Power of Smaller Models: Unraveling the Secrets of LLaMA-style Training
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
Open Source WINS! ChatGPT Competitor is GREAT & Someone UNCENSORED it!
Large Language Models
Open Source WINS! ChatGPT Competitor is GREAT & Someone UNCENSORED it!
MattVidPro Advanced 2y ago
BloombergGPT - an LLM for Finance with David Rosenberg - 639
Large Language Models
BloombergGPT - an LLM for Finance with David Rosenberg - 639
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
LLAMA 2: La Revoluciรณn *OPEN SOURCE* de Meta contra ChatGPT
Large Language Models
LLAMA 2: La Revoluciรณn *OPEN SOURCE* de Meta contra ChatGPT
Dot CSV Advanced 2y ago
Convolution in NLP
Large Language Models
Convolution in NLP
CodeEmporium Advanced 2y ago
AI Generated South Park, Llama 2, HyperDreamBooth & More [The AI Timeline #10]
Large Language Models
AI Generated South Park, Llama 2, HyperDreamBooth & More [The AI Timeline #10]
bycloud Advanced 2y ago
Is AI really getting dumber? Llama2 vs GPT-4
Large Language Models
Is AI really getting dumber? Llama2 vs GPT-4
Fireship Advanced 2y ago
LLMs vs LMs in Prod // Denys Linkov // LLMs in Production Conference Part 2
Large Language Models
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
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
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
HUGE ๐Ÿ”ฅ Llama 2 with 32K Context Length
Large Language Models
HUGE ๐Ÿ”ฅ Llama 2 with 32K Context Length
1littlecoder Advanced 2y ago
Linguistically-informed LLMs Perform Better // Chris Brousseau // LLMs in Prod Conference
Large Language Models
Linguistically-informed LLMs Perform Better // Chris Brousseau // LLMs in Prod Conference
MLOps.community Advanced 2y ago
๐ŸLlama 2 Fine-Tune with QLoRA [Free Colab ๐Ÿ‘‡๐Ÿฝ]
Large Language Models
๐ŸLlama 2 Fine-Tune with QLoRA [Free Colab ๐Ÿ‘‡๐Ÿฝ]
1littlecoder Advanced 2y ago
Llama 2: Fine-tuning Notebooks - QLoRA, DeepSpeed
Large Language Models
Llama 2: Fine-tuning Notebooks - QLoRA, DeepSpeed
Discover AI Advanced 2y ago
AI :: Fine-tune LLama 2: Facebook or HuggingFace?
Large Language Models
AI :: Fine-tune LLama 2: Facebook or HuggingFace?
Discover AI Advanced 2y ago
๐Ÿ”ฅ Llama 2 AI - The BEST from META AI is FREE!!!
Large Language Models
๐Ÿ”ฅ Llama 2 AI - The BEST from META AI is FREE!!!
1littlecoder Advanced 2y ago
Are LLMs Good at Causal Reasoning? with Robert Osazuwa Ness - 638
Large Language Models
Are LLMs Good at Causal Reasoning? with Robert Osazuwa Ness - 638
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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La enseรฑanza de las Ciencias Naturales en la escuela primaria
๐Ÿ“š Coursera Course โ†—
Self-paced
La enseรฑanza de las Ciencias Naturales en la escuela primaria
Opens on Coursera โ†—
Intro to Context Caching with the Gemini API
๐Ÿ“š Coursera Course โ†—
Self-paced
Intro to Context Caching with the Gemini API
Opens on Coursera โ†—
Generative AI: Empowering Modern Education
๐Ÿ“š Coursera Course โ†—
Self-paced
Generative AI: Empowering Modern Education
Opens on Coursera โ†—
Evolutionary Computation and its Applications
๐Ÿ“š Coursera Course โ†—
Self-paced
Evolutionary Computation and its Applications
Opens on Coursera โ†—
GenAI For Business Analysis: Fine-Tuning LLMs
๐Ÿ“š Coursera Course โ†—
Self-paced
GenAI For Business Analysis: Fine-Tuning LLMs
Opens on Coursera โ†—
GenAI for Financial Data Analysis
๐Ÿ“š Coursera Course โ†—
Self-paced
GenAI for Financial Data Analysis
Opens on Coursera โ†—