Core AI

Large Language Models

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

24,481
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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Panel Discussion - T. Dettmers, H. Schoelkopf, A. Chowdhery, A. Conneau, Moderated by K. Khandelwal
Large Language Models
Panel Discussion - T. Dettmers, H. Schoelkopf, A. Chowdhery, A. Conneau, Moderated by K. Khandelwal
PyTorch Advanced 1y ago
torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta
Large Language Models
torchtune: Easy and Accessible Finetuning in Native PyTorch - Evan Smothers, Meta
PyTorch Advanced 1y ago
LLM (Parameter Efficient) Fine Tuning - Explained!
Large Language Models ⚡ AI Lesson
LLM (Parameter Efficient) Fine Tuning - Explained!
CodeEmporium Advanced 1y ago
Build conversational agents that feel like your best team members with Apollo’s Controllable AI.
Large Language Models
Build conversational agents that feel like your best team members with Apollo’s Controllable AI.
Google Cloud Advanced 1y ago
Reinvent Yourself and Be Curious // Stefano Bosisio // MLOps Podcast #264
Large Language Models
Reinvent Yourself and Be Curious // Stefano Bosisio // MLOps Podcast #264
MLOps.community Advanced 1y ago
Pretrainer's Guide to Training Data: Measuring Effects of Age, Domain Coverage, Quality, & Toxicity
Large Language Models
Pretrainer's Guide to Training Data: Measuring Effects of Age, Domain Coverage, Quality, & Toxicity
Microsoft Research Advanced 1y ago
NEW Llama 3.2 11B vs 90B VISION (Pixtral 12B, GPT4o)
Large Language Models
NEW Llama 3.2 11B vs 90B VISION (Pixtral 12B, GPT4o)
Discover AI Advanced 1y ago
ChatGPT's Advanced Voice Mode is FINALLY Here!
Large Language Models
ChatGPT's Advanced Voice Mode is FINALLY Here!
The AI Advantage Advanced 1y ago
OpenAI’s ChatGPT: 7 Incredible New Features!
Large Language Models
OpenAI’s ChatGPT: 7 Incredible New Features!
Two Minute Papers Advanced 1y ago
AI NEWS: MultiModal AI - Research Sept 25, 2024
Large Language Models
AI NEWS: MultiModal AI - Research Sept 25, 2024
Discover AI Advanced 1y ago
ChatGPT Just Got a HUGE Voice Upgrade!
Large Language Models
ChatGPT Just Got a HUGE Voice Upgrade!
Matt Wolfe Advanced 1y ago
OpenAI rolls out Advanced Voice Mode for ChatGPT | TechCrunch
Large Language Models
OpenAI rolls out Advanced Voice Mode for ChatGPT | TechCrunch
TechCrunch Advanced 1y ago
ChatGPT AVM Voices | OpenAI | TechCrunch
Large Language Models
ChatGPT AVM Voices | OpenAI | TechCrunch
TechCrunch Advanced 1y ago
Stealing Weights of a Production LLM Like OpenAI’s ChatGPT with Nicholas Carlini - 702
Large Language Models ⚡ AI Lesson
Stealing Weights of a Production LLM Like OpenAI’s ChatGPT with Nicholas Carlini - 702
The TWIML AI Podcast with Sam Charrington Advanced 1y ago
Enhancing LLMs (an overview)
Large Language Models ⚡ AI Lesson
Enhancing LLMs (an overview)
Machine Learning Studio Advanced 1y ago
Maya - Multimodal Multilingual Model
Large Language Models ⚡ AI Lesson
Maya - Multimodal Multilingual Model
Cohere Advanced 1y ago
You need to try this free AI research tool!
Large Language Models ⚡ AI Lesson
You need to try this free AI research tool!
The AI Advantage Advanced 1y ago
Imbue - training a 70B model from scratch! (w/ Bowei - head of infra)
Large Language Models ⚡ AI Lesson
Imbue - training a 70B model from scratch! (w/ Bowei - head of infra)
The AI Epiphany Advanced 1y ago
Maverick 2.0 – LLM-Powered Multi-Purpose Agent for Enterprise Search & Q&A
Large Language Models ⚡ AI Lesson
Maverick 2.0 – LLM-Powered Multi-Purpose Agent for Enterprise Search & Q&A
MaxAI (Made By ZS) Advanced 1y ago
Alejandro Salamanca - Seeded LoRA: Collaborative Fine-Tuning Through Seed Initialization of Adapters
Large Language Models
Alejandro Salamanca - Seeded LoRA: Collaborative Fine-Tuning Through Seed Initialization of Adapters
Cohere Advanced 1y ago
LLM Alignment: Advanced Techniques for Building Human-Centered AI | Community Webinar
Large Language Models
LLM Alignment: Advanced Techniques for Building Human-Centered AI | Community Webinar
Data Science Dojo Advanced 1y ago
Cheating is encouraged? Does it count as cheating anymore? #chatgpt #ai #university
Large Language Models ⚡ AI Lesson
Cheating is encouraged? Does it count as cheating anymore? #chatgpt #ai #university
DataCamp Advanced 1y ago
OpenAI’s ChatGPT Is Now Learning From Another AI!
Large Language Models
OpenAI’s ChatGPT Is Now Learning From Another AI!
Two Minute Papers Advanced 1y ago
#241 Getting Generative AI Into Production | Lin Qiao, CEO and Co-Founder of Fireworks AI
Large Language Models ⚡ AI Lesson
#241 Getting Generative AI Into Production | Lin Qiao, CEO and Co-Founder of Fireworks AI
DataCamp Advanced 1y ago
Transformer LLMs are Turing Complete after all !?
Large Language Models
Transformer LLMs are Turing Complete after all !?
AI Coffee Break with Letitia Advanced 1y ago
Direct Nash Optimization: Teaching language models to self-improve with.. | Microsoft Research Forum
Large Language Models
Direct Nash Optimization: Teaching language models to self-improve with.. | Microsoft Research Forum
Microsoft Research Advanced 1y ago
The State of the Llama Ecosystem - Joe Spisak, Meta
Large Language Models
The State of the Llama Ecosystem - Joe Spisak, Meta
PyTorch Advanced 1y ago
Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI
Large Language Models ⚡ AI Lesson
Hacks to Make LLM Training Faster - Daniel Han, Unsloth AI
PyTorch Advanced 1y ago
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
Large Language Models
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
PyTorch Advanced 1y ago
Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta
Large Language Models ⚡ AI Lesson
Lightning Talk: LLMs on Edge with AI Accelerators - Chen Lai, Kimish Patel & Cemal Bilgin, Meta
PyTorch Advanced 1y ago
A Distributed Stateful Dataloader for Large-Scale Pretraining - Davis Wertheimer & Linsong Chu
Large Language Models
A Distributed Stateful Dataloader for Large-Scale Pretraining - Davis Wertheimer & Linsong Chu
PyTorch Advanced 1y ago
Torchtitan: Large-Scale LLM Training Using Native PyTorch 3D Parallel... Wanchao Liang & Linsong Chu
Large Language Models ⚡ AI Lesson
Torchtitan: Large-Scale LLM Training Using Native PyTorch 3D Parallel... Wanchao Liang & Linsong Chu
PyTorch Advanced 1y ago
Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga
Large Language Models ⚡ AI Lesson
Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga
PyTorch Advanced 1y ago
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
Large Language Models
Training MoEs at Scale with PyTorch - Mihir Patel & Brian Chu, Databricks
PyTorch Advanced 1y ago
Keynote: Navigating the Architectural Timeline of LLMs - Sebastian Raschka, Lightning AI
Large Language Models
Keynote: Navigating the Architectural Timeline of LLMs - Sebastian Raschka, Lightning AI
PyTorch Advanced 1y ago
Sponsored Keynote: Optimizing AI Inference for Large Language Models - Mudhakar Srivatsa, IBM
Large Language Models
Sponsored Keynote: Optimizing AI Inference for Large Language Models - Mudhakar Srivatsa, IBM
PyTorch Advanced 1y ago
Lightning Talk: HieroGlyph2Text: A PyTorch-Powered Pipeline for Automated Egyptian H... Susi Gentsch
Large Language Models ⚡ AI Lesson
Lightning Talk: HieroGlyph2Text: A PyTorch-Powered Pipeline for Automated Egyptian H... Susi Gentsch
PyTorch Advanced 1y ago
The Impact and Challenges of Open Source Generative Datasets and Models - Aaron Gokaslan
Large Language Models
The Impact and Challenges of Open Source Generative Datasets and Models - Aaron Gokaslan
PyTorch Advanced 1y ago
Lightning Talk: Fast, Scalable Distributed Training with StreamingDataset - Saaketh Narayan
Large Language Models ⚡ AI Lesson
Lightning Talk: Fast, Scalable Distributed Training with StreamingDataset - Saaketh Narayan
PyTorch Advanced 1y ago
New Qwen2.5-72B MATH & Vision (BEST Open-Source?)
Large Language Models ⚡ AI Lesson
New Qwen2.5-72B MATH & Vision (BEST Open-Source?)
Discover AI Advanced 1y ago
NEW AI Forecasting (UC Berkeley)
Large Language Models
NEW AI Forecasting (UC Berkeley)
Discover AI Advanced 1y ago
NEW EXTREME LOGIC test for OpenAI o1 (Strawberry)
Large Language Models
NEW EXTREME LOGIC test for OpenAI o1 (Strawberry)
Discover AI Advanced 1y ago
OpenAI o1 when it FAILS
Large Language Models
OpenAI o1 when it FAILS
Discover AI Advanced 1y ago
OpenAI o1 w/ 3 Logic Tests & QCD Feynman Integral
Large Language Models
OpenAI o1 w/ 3 Logic Tests & QCD Feynman Integral
Discover AI Advanced 1y ago
PyTorch Expert Exchange: Adapting open source models with Open-Instruct and Tulu
Large Language Models ⚡ AI Lesson
PyTorch Expert Exchange: Adapting open source models with Open-Instruct and Tulu
PyTorch Advanced 1y ago
REFLECTION 70B: What Happened? (#1 on HuggingFace)
Large Language Models
REFLECTION 70B: What Happened? (#1 on HuggingFace)
Discover AI Advanced 1y ago
Mostafa Elhoushi & Akshat Shrivastava - LayerSkip
Large Language Models
Mostafa Elhoushi & Akshat Shrivastava - LayerSkip
Cohere Advanced 1y ago
ImageInWords: Unlocking Hyper-Detailed Image Descriptions Panel
Large Language Models
ImageInWords: Unlocking Hyper-Detailed Image Descriptions Panel
Cohere Advanced 1y ago
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Automated Reasoning with GPT Assistant API: ReAct Agents
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Self-paced
Automated Reasoning with GPT Assistant API: ReAct Agents
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Transformer Models and BERT Model - Deutsch
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Self-paced
Transformer Models and BERT Model - Deutsch
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Career Development for Multimodal Intelligence
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Self-paced
Career Development for Multimodal Intelligence
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Créer des vidéos captivantes avec Google Vids
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Self-paced
Créer des vidéos captivantes avec Google Vids
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Generative AI for Security Fundamentals
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Self-paced
Generative AI for Security Fundamentals
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Hugging Face Hub and Ecosystem Fundamentals
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Self-paced
Hugging Face Hub and Ecosystem Fundamentals
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