Core AI

Large Language Models

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

25,708
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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The Challenges of Building an Opinionated Open Source LLM Framework - Wing Lian, Axolotl AI
Large Language Models
The Challenges of Building an Opinionated Open Source LLM Framework - Wing Lian, Axolotl AI
PyTorch Advanced 1y ago
Meta Llama 3 and the Future of Responsible AI Development - Spencer Whitman & Vincent Gonguet, Meta
Large Language Models
Meta Llama 3 and the Future of Responsible AI Development - Spencer Whitman & Vincent Gonguet, Meta
PyTorch Intermediate 1y ago
Fireside Chat #24: The Future of Open-Source AI and Research Infrastructure
Large Language Models ⚡ AI Lesson
Fireside Chat #24: The Future of Open-Source AI and Research Infrastructure
Outerbounds Beginner 1y ago
Run LLAMA 3.2 Models Locally with Ollama and Open WebUI
Large Language Models
Run LLAMA 3.2 Models Locally with Ollama and Open WebUI
AI FOR DEVS Beginner 1y ago
5 FREE AI APIs You Should Use #ai #developer #llm #softwaredeveloper #code #coding
0:45
Large Language Models ⚡ AI Lesson
5 FREE AI APIs You Should Use #ai #developer #llm #softwaredeveloper #code #coding
PlivoAI Intermediate 1y ago
Coding but FASTER and EASIER #cursor #cursorai #coding
Large Language Models ⚡ AI Lesson
Coding but FASTER and EASIER #cursor #cursorai #coding
DataCamp Beginner 1y ago
Career Spotlight: Software Developer
Large Language Models
Career Spotlight: Software Developer
Coursera Beginner 1y ago
ORPO: The Latest LLM Fine-tuning Method | A Quick Tutorial using Hugging Face
Large Language Models ⚡ AI Lesson
ORPO: The Latest LLM Fine-tuning Method | A Quick Tutorial using Hugging Face
Quick Tutorials Beginner 1y ago
Generative AI Inference Powered by NVIDIA NIM: Performance and TCO Advantage
Large Language Models
Generative AI Inference Powered by NVIDIA NIM: Performance and TCO Advantage
NVIDIA Developer Beginner 1y ago
Integrating Knowledge Graphs & Vector RAG for Efficient Information Extraction / Reading Grp Sept 12
Large Language Models ⚡ AI Lesson
Integrating Knowledge Graphs & Vector RAG for Efficient Information Extraction / Reading Grp Sept 12
MLOps.community Beginner 1y ago
Gemini Code Assist: AI-powered code generation
Large Language Models
Gemini Code Assist: AI-powered code generation
Google Cloud Tech Beginner 1y ago
LLM (Parameter Efficient) Fine Tuning - Explained!
Large Language Models ⚡ AI Lesson
LLM (Parameter Efficient) Fine Tuning - Explained!
CodeEmporium Advanced 1y ago
How good is llama 3.2 REALLY? Ollama SLM & LLM Prompt Ranking (Qwen, Phi, Gemini Flash)
Large Language Models
How good is llama 3.2 REALLY? Ollama SLM & LLM Prompt Ranking (Qwen, Phi, Gemini Flash)
IndyDevDan Intermediate 1y ago
Paid Search Audit - Part 3 - Keyword Strategy
Large Language Models
Paid Search Audit - Part 3 - Keyword Strategy
Paid Media Pros Beginner 1y ago
Build your first LLM application in under 60 seconds | Generative AI | Streamlit | GROQ | LLM
Large Language Models
Build your first LLM application in under 60 seconds | Generative AI | Streamlit | GROQ | LLM
Agam Arora Intermediate 1y ago
OpenAI Strawberry o1 Model & Reasoning ⚡️
Large Language Models
OpenAI Strawberry o1 Model & Reasoning ⚡️
Analytics Vidhya Intermediate 1y ago
Top 10 NEW Humanoid Robots of 2024 (Updated)
Large Language Models
Top 10 NEW Humanoid Robots of 2024 (Updated)
TheAIGRID Beginner 1y ago
Camino a las IAs con RAZONAMIENTO SOBREHUMANO | Análisis completo
Large Language Models ⚡ AI Lesson
Camino a las IAs con RAZONAMIENTO SOBREHUMANO | Análisis completo
DotCSV Intermediate 1y ago
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
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
ExecuTorch Beta and on-Device Generative AI Support - Mergen Nachin & Mengtao (Martin) Yuan, Meta
Large Language Models
ExecuTorch Beta and on-Device Generative AI Support - Mergen Nachin & Mengtao (Martin) Yuan, Meta
PyTorch Intermediate 1y ago
Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performa... Yanbo Liang & Horace He
Large Language Models ⚡ AI Lesson
Lightning Talk: FlexAttention - The Flexibility of PyTorch + The Performa... Yanbo Liang & Horace He
PyTorch Beginner 1y ago
Sponsored Session: Torchchat: A Showcase of PyTorch LLM Ubiquity - Jack Khuu & Jesse White, Meta
Large Language Models
Sponsored Session: Torchchat: A Showcase of PyTorch LLM Ubiquity - Jack Khuu & Jesse White, Meta
PyTorch Intermediate 1y ago
Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch - Syed Ahmed, NVIDIA
Large Language Models ⚡ AI Lesson
Lightning Talk: Making the Most of Heterogeneous Memory Capacity Using PyTorch - Syed Ahmed, NVIDIA
PyTorch Intermediate 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
Lightning Talk: Introduction to Torch.Distributed.Pipelining - Howard Huang & Ke Wen, Meta
Large Language Models
Lightning Talk: Introduction to Torch.Distributed.Pipelining - Howard Huang & Ke Wen, Meta
PyTorch Beginner 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
Lightning Talk: AOTriton: Ahead of Time Triton Kernel Libraries on ROCm - Jeff Daily, AMD
Large Language Models
Lightning Talk: AOTriton: Ahead of Time Triton Kernel Libraries on ROCm - Jeff Daily, AMD
PyTorch Intermediate 1y ago
Lightning Talk: Empowering Developers: Tools and Resources for Running Generative A... Pareena Verma
Large Language Models ⚡ AI Lesson
Lightning Talk: Empowering Developers: Tools and Resources for Running Generative A... Pareena Verma
PyTorch Intermediate 1y ago
The Rise of `Transformers` in the Growing PyTorch Ecosystem - Arthur Zucker, Hugging Face
Large Language Models ⚡ AI Lesson
The Rise of `Transformers` in the Growing PyTorch Ecosystem - Arthur Zucker, Hugging Face
PyTorch Intermediate 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
Keynote: Open Language Models (OLMo): Accelerating the Science of Language Modeling Hanna Hajishirzi
Large Language Models
Keynote: Open Language Models (OLMo): Accelerating the Science of Language Modeling Hanna Hajishirzi
PyTorch Intermediate 1y ago
Keynote: Welcome & Opening Remarks - Matt White, Executive Director, PyTorch Foundation
Large Language Models
Keynote: Welcome & Opening Remarks - Matt White, Executive Director, PyTorch Foundation
PyTorch Intermediate 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
Unlocking the Enigma: Crafting Unbiased, Transparent, and Explainable Large Languag... Rashmi Nagpal
Large Language Models
Unlocking the Enigma: Crafting Unbiased, Transparent, and Explainable Large Languag... Rashmi Nagpal
PyTorch Intermediate 1y ago
Understanding the LLM Inference Workload - Mark Moyou, NVIDIA
Large Language Models ⚡ AI Lesson
Understanding the LLM Inference Workload - Mark Moyou, NVIDIA
PyTorch Intermediate 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
Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplify... Zifei Xu & Tristan Webb
Large Language Models
Lightning Talk: d-Matrix LLM Compression Flow Based on Torch.Fx: Simplify... Zifei Xu & Tristan Webb
PyTorch Intermediate 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
Lightning Talk: Understanding and Optimizing PyTorch Models with Thunder - Luca Antiga, Lightning AI
Large Language Models
Lightning Talk: Understanding and Optimizing PyTorch Models with Thunder - Luca Antiga, Lightning AI
PyTorch Intermediate 1y ago
Sponsored Session: PyTorch Support by Google Enabling Perform... Mark Sherwood & Shauheen Zahirazami
Large Language Models ⚡ AI Lesson
Sponsored Session: PyTorch Support by Google Enabling Perform... Mark Sherwood & Shauheen Zahirazami
PyTorch Intermediate 1y ago
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