Core AI

Large Language Models

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

24,495
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
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GigaPath: Foundation Model for Digital Pathology | Microsoft Research Forum
Large Language Models
GigaPath: Foundation Model for Digital Pathology | Microsoft Research Forum
Microsoft Research Advanced 2y ago
Mistral/Zephyr 7B fine-tuning! Part 3: Running own fine-funed model with Ollama on Raspberry Pi.
Large Language Models โšก AI Lesson
Mistral/Zephyr 7B fine-tuning! Part 3: Running own fine-funed model with Ollama on Raspberry Pi.
dataplicity Advanced 2y ago
AI Applicant Tracking ATS for Recruiting
Large Language Models
AI Applicant Tracking ATS for Recruiting
Discover AI Advanced 2y ago
Claude 3 AI: Smarter Than OpenAI's ChatGPT?
Large Language Models โšก AI Lesson
Claude 3 AI: Smarter Than OpenAI's ChatGPT?
Two Minute Papers Advanced 2y ago
Claude 3 Opus vs Self-Aware AGI ๐Ÿคท๐Ÿฝโ€โ™‚๏ธ
Large Language Models
Claude 3 Opus vs Self-Aware AGI ๐Ÿคท๐Ÿฝโ€โ™‚๏ธ
1littlecoder Advanced 2y ago
Building an LLM fine-tuning Dataset
Large Language Models โšก AI Lesson
Building an LLM fine-tuning Dataset
Sentdex Advanced 2y ago
CLAUDE 3 OPUS: First Causal Reasoning Test
Large Language Models โšก AI Lesson
CLAUDE 3 OPUS: First Causal Reasoning Test
Discover AI Advanced 2y ago
NLP with Neural Networks | ngram to LLMs
Large Language Models โšก AI Lesson
NLP with Neural Networks | ngram to LLMs
CodeEmporium Advanced 2y ago
Transforming AI: GTC Panel Hosted by Jensen Huang
Large Language Models
Transforming AI: GTC Panel Hosted by Jensen Huang
NVIDIA Developer Advanced 2y ago
Demis Hassabis โ€” Scaling, superhuman AIs, AlphaZero atop LLMs, AlphaFold
Large Language Models
Demis Hassabis โ€” Scaling, superhuman AIs, AlphaZero atop LLMs, AlphaFold
Dwarkesh Patel Advanced 2y ago
QLoRAโ€”How to Fine-tune an LLM on a Single GPU (w/ Python Code)
Large Language Models
QLoRAโ€”How to Fine-tune an LLM on a Single GPU (w/ Python Code)
Shaw Talebi Advanced 2y ago
Top AI Research Papers for Beginners - in 2024
Large Language Models
Top AI Research Papers for Beginners - in 2024
Analytics Vidhya Advanced 2y ago
DeepMind Gemini 1.5 - An AI That Remembers!
Large Language Models
DeepMind Gemini 1.5 - An AI That Remembers!
Two Minute Papers Advanced 2y ago
GenAI Strategy Fails: Top 5 Mistakes and Solutions
Large Language Models โšก AI Lesson
GenAI Strategy Fails: Top 5 Mistakes and Solutions
Yann Stoneman Advanced 2y ago
We put ChatGPT and Gemini to the Test
Large Language Models
We put ChatGPT and Gemini to the Test
Neil Patel Advanced 2y ago
Unlocking the Future of SEO: Harnessing AGI and Programmatic Intelligence
Large Language Models
Unlocking the Future of SEO: Harnessing AGI and Programmatic Intelligence
Koray TuฤŸberk GรœBรœR Advanced 2y ago
Sora + Gemini 1.5: INFINITE Content + INFINITE Context (Building ADAPTive LLM apps)
Large Language Models
Sora + Gemini 1.5: INFINITE Content + INFINITE Context (Building ADAPTive LLM apps)
IndyDevDan Advanced 2y ago
The AI Engineer Song
Large Language Models
The AI Engineer Song
MLOps.community Advanced 2y ago
Gemini 1.5 Pro With 10,000,000 Tokens Is Absurd
Large Language Models
Gemini 1.5 Pro With 10,000,000 Tokens Is Absurd
bycloud Advanced 2y ago
Groundreaking Gemini's 1 Million Tokens!!!
Large Language Models โšก AI Lesson
Groundreaking Gemini's 1 Million Tokens!!!
1littlecoder Advanced 2y ago
Build Agents from Scratch (Building Advanced RAG, Part 3)
Large Language Models โšก AI Lesson
Build Agents from Scratch (Building Advanced RAG, Part 3)
LlamaIndex Advanced 2y ago
The Future of Language Models Simplifying Tasks with Advanced Tools
Large Language Models
The Future of Language Models Simplifying Tasks with Advanced Tools
Koray TuฤŸberk GรœBรœR Advanced 2y ago
Are Emergent Behaviors in LLMs an Illusion? with Sanmi Koyejo - 671
Large Language Models โšก AI Lesson
Are Emergent Behaviors in LLMs an Illusion? with Sanmi Koyejo - 671
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
Get actionable #ML and #LLMOps observability with Fiddler
Large Language Models
Get actionable #ML and #LLMOps observability with Fiddler
Google Cloud Advanced 2y ago
LlamaIndex Webinar: Advanced Tabular Data Understanding with LLMs
Large Language Models
LlamaIndex Webinar: Advanced Tabular Data Understanding with LLMs
LlamaIndex Advanced 2y ago
Train LLM Easily with Llama Factory LORA, SFT, DPO, etc. | GUI Training, Inference & API Server
Large Language Models
Train LLM Easily with Llama Factory LORA, SFT, DPO, etc. | GUI Training, Inference & API Server
Code Port Advanced 2y ago
How much GPU memory do you need to train LLMs?
Large Language Models
How much GPU memory do you need to train LLMs?
Weights & Biases Advanced 2y ago
Aligning LLMs with Direct Preference Optimization
Large Language Models
Aligning LLMs with Direct Preference Optimization
DeepLearningAI Advanced 2y ago
Google Gemini: Better Than ChatGPT?!
Large Language Models
Google Gemini: Better Than ChatGPT?!
David Ondrej Advanced 2y ago
Difference between LLM Pretraining and Finetuning
Large Language Models โšก AI Lesson
Difference between LLM Pretraining and Finetuning
Weights & Biases Advanced 2y ago
Building an open AI company - with Ce and Vipul of Together AI
Large Language Models
Building an open AI company - with Ce and Vipul of Together AI
Latent Space Advanced 2y ago
The Realistic Approach to MLOps // Jonathan Frankle // MLOps Podcast clip #205
Large Language Models โšก AI Lesson
The Realistic Approach to MLOps // Jonathan Frankle // MLOps Podcast clip #205
MLOps.community Advanced 2y ago
Stefanie Faye | Neuro-Mechanics of Mindset: How our Past Affects the Present | Talks at Google
Large Language Models
Stefanie Faye | Neuro-Mechanics of Mindset: How our Past Affects the Present | Talks at Google
Talks at Google Advanced 2y ago
FOCI GenAI Users Group (31Jan2024) : The Large Language Model for Mixed Reality (LLMR)
Large Language Models โšก AI Lesson
FOCI GenAI Users Group (31Jan2024) : The Large Language Model for Mixed Reality (LLMR)
Tetherless World Advanced 2y ago
Improving Reasoning in Language Models with LASER: Layer-Selective Rank.. | Microsoft Research Forum
Large Language Models
Improving Reasoning in Language Models with LASER: Layer-Selective Rank.. | Microsoft Research Forum
Microsoft Research Advanced 2y ago
Day 1 large language models bootcamp by Data Science Dojo
Large Language Models
Day 1 large language models bootcamp by Data Science Dojo
Data Science Dojo Advanced 2y ago
Can you recreate this Python function using Gemini? Go!
Large Language Models
Can you recreate this Python function using Gemini? Go!
Google for Developers Advanced 2y ago
GenAI WORMS Breach RAG Systems: AI Cybersecurity
Large Language Models
GenAI WORMS Breach RAG Systems: AI Cybersecurity
Discover AI Advanced 2y ago
FRACTALS to power our LLMs
Large Language Models
FRACTALS to power our LLMs
Discover AI Advanced 2y ago
New AI Dev by Apple & Google
Large Language Models โšก AI Lesson
New AI Dev by Apple & Google
Discover AI Advanced 2y ago
"MORE AGENTS" Is All You Need
Large Language Models
"MORE AGENTS" Is All You Need
1littlecoder Advanced 2y ago
LLM Phase Transition: New Discovery
Large Language Models
LLM Phase Transition: New Discovery
Discover AI Advanced 2y ago
Training & Finetuning LLMs: Scaling Laws
Large Language Models โšก AI Lesson
Training & Finetuning LLMs: Scaling Laws
Weights & Biases Advanced 2y ago
Training & Finetuning LLMs: Quantization
Large Language Models
Training & Finetuning LLMs: Quantization
Weights & Biases Advanced 2y ago
Handling Context for LLMs
Large Language Models
Handling Context for LLMs
Weights & Biases Advanced 2y ago
AI Frontiers | Microsoft Research Forum
Large Language Models โšก AI Lesson
AI Frontiers | Microsoft Research Forum
Microsoft Research Advanced 2y ago
Googleโ€™s New AI Just Made A Movie!
Large Language Models
Googleโ€™s New AI Just Made A Movie!
Two Minute Papers Advanced 2y ago
Very small vision language model!!! (MoonDream V1)
Large Language Models
Very small vision language model!!! (MoonDream V1)
1littlecoder Advanced 2y ago
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