Core AI

Large Language Models

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

24,662
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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Asking the right questions during training helps models improve attention mechanism and reasoning ๐Ÿ“น๐Ÿง 
Large Language Models โšก AI Lesson
Asking the right questions during training helps models improve attention mechanism and reasoning ๐Ÿ“น๐Ÿง 
The TWIML AI Podcast with Sam Charrington Advanced 1y ago
Accelerating Multimodal AI // Ethan Rosenthal // MLOps Podcast #242
Large Language Models
Accelerating Multimodal AI // Ethan Rosenthal // MLOps Podcast #242
MLOps.community Advanced 1y ago
Local Tool Calling with llamacpp
Large Language Models
Local Tool Calling with llamacpp
LangChain Advanced 1y ago
Nemotron-4 340B - Need to Make a LLM Dataset?
Large Language Models โšก AI Lesson
Nemotron-4 340B - Need to Make a LLM Dataset?
Sam Witteveen Advanced 1y ago
Meta, Zuckerberg & H100 GPUs โšก๏ธ
Large Language Models
Meta, Zuckerberg & H100 GPUs โšก๏ธ
Analytics Vidhya Advanced 1y ago
Fine-tuning Llama 3 with the Zephyrus G14 #programming #software #ROGPartner #ROGZephyrusG14
Large Language Models
Fine-tuning Llama 3 with the Zephyrus G14 #programming #software #ROGPartner #ROGZephyrusG14
Coding with Lewis Advanced 1y ago
Lucas Lehnert Veyond A* - Better Planning w/ Transformers via Search Dynamics Bootstrapping
Large Language Models
Lucas Lehnert Veyond A* - Better Planning w/ Transformers via Search Dynamics Bootstrapping
Cohere Advanced 1y ago
Comparing Different Methods of Using an LLM #llmwithav #learnwithav #llm #datascience
Large Language Models
Comparing Different Methods of Using an LLM #llmwithav #learnwithav #llm #datascience
Analytics Vidhya Advanced 1y ago
Niklas Muennighoff - Scaling Data-Constrained Language Models
Large Language Models
Niklas Muennighoff - Scaling Data-Constrained Language Models
Cohere Advanced 1y ago
Stanford CS25: V4 I Hyung Won Chung of OpenAI
Large Language Models
Stanford CS25: V4 I Hyung Won Chung of OpenAI
Stanford Online Advanced 1y ago
Enable LLMs to achieve high-level goals #ai #chatgpt #science
Large Language Models
Enable LLMs to achieve high-level goals #ai #chatgpt #science
Elvis Saravia Advanced 1y ago
Informer attention code - FROM SCRATCH!
Large Language Models โšก AI Lesson
Informer attention code - FROM SCRATCH!
CodeEmporium Advanced 1y ago
NotebookLM: Your Personal AI Research Assistant in Free
Large Language Models
NotebookLM: Your Personal AI Research Assistant in Free
AI Anytime Advanced 1y ago
RAG explained step-by-step up to GROKKED RAG sys
Large Language Models
RAG explained step-by-step up to GROKKED RAG sys
Discover AI Advanced 1y ago
Let's reproduce GPT-2 (124M)
Large Language Models โšก AI Lesson
Let's reproduce GPT-2 (124M)
Andrej Karpathy Advanced 1y ago
GROKKED LLM beats RAG Reasoning (Part 3)
Large Language Models
GROKKED LLM beats RAG Reasoning (Part 3)
Discover AI Advanced 1y ago
Stanford CS25: V4 I Behind the Scenes of LLM Pre-training: StarCoder Use Case
Large Language Models โšก AI Lesson
Stanford CS25: V4 I Behind the Scenes of LLM Pre-training: StarCoder Use Case
Stanford Online Advanced 1y ago
Developing an LLM: Building, Training, Finetuning
Large Language Models โšก AI Lesson
Developing an LLM: Building, Training, Finetuning
Sebastian Raschka Advanced 1y ago
NEW way to Retrieval Augmented Generation #airesearch
Large Language Models
NEW way to Retrieval Augmented Generation #airesearch
AssemblyAI Advanced 1y ago
Solving HackerRank HARD Problems with Codestral.
Large Language Models โšก AI Lesson
Solving HackerRank HARD Problems with Codestral.
1littlecoder Advanced 1y ago
5 Ways to Use ChatGPT or GPTs for Research
Large Language Models โšก AI Lesson
5 Ways to Use ChatGPT or GPTs for Research
Automata Learning Lab Advanced 1y ago
Informer attention Architecture - FROM SCRATCH!
Large Language Models โšก AI Lesson
Informer attention Architecture - FROM SCRATCH!
CodeEmporium Advanced 1y ago
xLSTM: Extended Long Short-Term Memory
Large Language Models
xLSTM: Extended Long Short-Term Memory
Yannic Kilcher Advanced 1y ago
How to train a Million Context LLM โ€” with Mark Huang of Gradient.ai
Large Language Models
How to train a Million Context LLM โ€” with Mark Huang of Gradient.ai
Latent Space Advanced 1y ago
JETSON AI LAB | Research Group Meeting (5/29/2024)
Large Language Models
JETSON AI LAB | Research Group Meeting (5/29/2024)
NVIDIA Developer Advanced 1y ago
Model CI/CD Course: Fine-tuning an LLM and saving model
Large Language Models
Model CI/CD Course: Fine-tuning an LLM and saving model
Weights & Biases Advanced 1y ago
A Dozen Experts and 1.5 Years Later... Our First Technical Book!
Large Language Models โšก AI Lesson
A Dozen Experts and 1.5 Years Later... Our First Technical Book!
What's AI by Louis-Franรงois Bouchard Advanced 1y ago
They Mixed Every small LLM Into One LARGE Expert!!!
Large Language Models
They Mixed Every small LLM Into One LARGE Expert!!!
1littlecoder Advanced 1y ago
Language Understanding and LLMs with Christopher Manning - 686
Large Language Models โšก AI Lesson
Language Understanding and LLMs with Christopher Manning - 686
The TWIML AI Podcast with Sam Charrington Advanced 1y ago
Prefix Tuning for Large Language Model (LLM) Explained
Large Language Models
Prefix Tuning for Large Language Model (LLM) Explained
Bunny Labs Advanced 1y ago
Turn Your Computer Into Gen AI Computer- Krish Naik Hindi
Large Language Models โšก AI Lesson
Turn Your Computer Into Gen AI Computer- Krish Naik Hindi
Krish Naik Advanced 1y ago
Mistral AI Updates incl Mixtral 8x22B + OpenLLMetry Evaluation Optimization
1:08:11
Large Language Models โšก AI Lesson
Mistral AI Updates incl Mixtral 8x22B + OpenLLMetry Evaluation Optimization
AI Performance Engineering Advanced 1y ago
Multimodal Requirements Development
Large Language Models
Multimodal Requirements Development
Daniel Finkenstadt Advanced 1y ago
JETSON AI LAB | Research Group Meeting (5/15/2024)
Large Language Models โšก AI Lesson
JETSON AI LAB | Research Group Meeting (5/15/2024)
NVIDIA Developer Advanced 1y ago
Training LLMs from Scratch #llmwithav #learnwithav #llm #datascience
Large Language Models โšก AI Lesson
Training LLMs from Scratch #llmwithav #learnwithav #llm #datascience
Analytics Vidhya Advanced 1y ago
LLM - Reasoning SOLVED (new research)
Large Language Models
LLM - Reasoning SOLVED (new research)
Discover AI Advanced 1y ago
What is Finetuning LLMs? #llmwithav #learnwithav #llm #datascience #generativeai #finetuning
Large Language Models
What is Finetuning LLMs? #llmwithav #learnwithav #llm #datascience #generativeai #finetuning
Analytics Vidhya Advanced 1y ago
NVIDIA's Grand Plan for AI ๐Ÿ”ฅ
Large Language Models โšก AI Lesson
NVIDIA's Grand Plan for AI ๐Ÿ”ฅ
Analytics Vidhya Advanced 1y ago
Arash Ahmadian - Back to Basics: Revisiting REINFORCE Style Optimization for Learning from...
Large Language Models
Arash Ahmadian - Back to Basics: Revisiting REINFORCE Style Optimization for Learning from...
Cohere Advanced 1y ago
How to Develop a Large Language Model? #llmwithav #learnwithav #llm #datascience #generativeai
Large Language Models
How to Develop a Large Language Model? #llmwithav #learnwithav #llm #datascience #generativeai
Analytics Vidhya Advanced 1y ago
Many-Shot VISUAL ICL is amazing! (Stanford)
Large Language Models
Many-Shot VISUAL ICL is amazing! (Stanford)
Discover AI Advanced 1y ago
Overfitting means model memorized Data ๐Ÿค–
Large Language Models
Overfitting means model memorized Data ๐Ÿค–
Analytics Vidhya Advanced 1y ago
In-Context Learning: EXTREME vs Fine-Tuning, RAG
Large Language Models
In-Context Learning: EXTREME vs Fine-Tuning, RAG
Discover AI Advanced 1y ago
Warning GPT-4o: DON'T translate to Chinese (MIT)
Large Language Models
Warning GPT-4o: DON'T translate to Chinese (MIT)
Discover AI Advanced 1y ago
CODE Fine-Tune Vision Language VLM eg PaliGemma-3B
Large Language Models โšก AI Lesson
CODE Fine-Tune Vision Language VLM eg PaliGemma-3B
Discover AI Advanced 1y ago
Stanford CS25: V4 I Demystifying Mixtral of Experts
Large Language Models โšก AI Lesson
Stanford CS25: V4 I Demystifying Mixtral of Experts
Stanford Online Advanced 1y ago
GPT-4 Turbo vs GPT-4o in Reasoning TEST #gpt4o
Large Language Models โšก AI Lesson
GPT-4 Turbo vs GPT-4o in Reasoning TEST #gpt4o
Discover AI Advanced 1y ago
Dr. Adaku Uchendu - Attribution and Obfuscation of Deepfake Text Authorship
Large Language Models
Dr. Adaku Uchendu - Attribution and Obfuscation of Deepfake Text Authorship
Cohere Advanced 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Develop Production-Ready ML APIs with MLOps
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Develop Production-Ready ML APIs with MLOps
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Deploy a Streamlit App Integrated with Gemini Pro on Cloud Run
๐Ÿ“š Coursera Course โ†—
Self-paced
Deploy a Streamlit App Integrated with Gemini Pro on Cloud Run
Opens on Coursera โ†—
Greek and Roman Mythology
๐Ÿ“š Coursera Course โ†—
Self-paced
Greek and Roman Mythology
Opens on Coursera โ†—
Understand RAG Basics
๐Ÿ“š Coursera Course โ†—
Self-paced
Understand RAG Basics
Opens on Coursera โ†—
Requirements Gathering and Documentation
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Self-paced
Requirements Gathering and Documentation
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PowerPoint Storytelling for Business- Design & Present
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Self-paced
PowerPoint Storytelling for Business- Design & Present
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