Core AI

Large Language Models

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

24,474
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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Trillium TPU, built to power the future of AI
Large Language Models
Trillium TPU, built to power the future of AI
Google Cloud Advanced 1y ago
My Favorite Way to Use ChatGPT Advanced Voice๐Ÿ‘Œ
Large Language Models
My Favorite Way to Use ChatGPT Advanced Voice๐Ÿ‘Œ
The AI Advantage Advanced 1y ago
Graphs for HPC and LLMs
Large Language Models โšก AI Lesson
Graphs for HPC and LLMs
Data Skeptic Advanced 1y ago
AI Prompt Programming: Beyond DSPy & TextGrad: PDL
Large Language Models
AI Prompt Programming: Beyond DSPy & TextGrad: PDL
Discover AI Advanced 1y ago
ChatGPT's new accents are incredible ๐Ÿ˜‚
Large Language Models โšก AI Lesson
ChatGPT's new accents are incredible ๐Ÿ˜‚
The AI Advantage Advanced 1y ago
AI Agents for Smarter Data Input: DocETL (Berkeley)
Large Language Models
AI Agents for Smarter Data Input: DocETL (Berkeley)
Discover AI Advanced 1y ago
Deepseek's cooked a Multimodal AI great!!! ๐Ÿ’ฅ Janus 1.3B ๐Ÿ’ฅ
Large Language Models
Deepseek's cooked a Multimodal AI great!!! ๐Ÿ’ฅ Janus 1.3B ๐Ÿ’ฅ
1littlecoder Advanced 1y ago
Composable Memory for GPU Optimization // Bernie Wu // Pod #270
Large Language Models
Composable Memory for GPU Optimization // Bernie Wu // Pod #270
MLOps.community Advanced 1y ago
META Releases Advanced Voice Competitor but itโ€™s Open Source #chatgpt #syntheticvoice #metaai
Large Language Models โšก AI Lesson
META Releases Advanced Voice Competitor but itโ€™s Open Source #chatgpt #syntheticvoice #metaai
MattVidPro Advanced 1y ago
Metas AI Team Just Revealed Their Secret To AGI
Large Language Models
Metas AI Team Just Revealed Their Secret To AGI
TheAIGRID Advanced 1y ago
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Large Language Models
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Yannic Kilcher Advanced 1y ago
DistServe: disaggregating prefill and decoding for goodput-optimized LLM inference
Large Language Models
DistServe: disaggregating prefill and decoding for goodput-optimized LLM inference
PyTorch Advanced 1y ago
What's going on everybody?
Large Language Models โšก AI Lesson
What's going on everybody?
Sentdex Advanced 1y ago
Efficient Streaming Language Models with Attention Sinks
Large Language Models
Efficient Streaming Language Models with Attention Sinks
PyTorch Advanced 1y ago
This is Unlike ANY LLM Training before ๐Ÿ’ฅ World's 1st Decentralized LLM Training ๐Ÿ’ฅ
Large Language Models
This is Unlike ANY LLM Training before ๐Ÿ’ฅ World's 1st Decentralized LLM Training ๐Ÿ’ฅ
1littlecoder Advanced 1y ago
Inside LLaMA: 5 Key Upgrades Over Vanilla Transformers
Large Language Models โšก AI Lesson
Inside LLaMA: 5 Key Upgrades Over Vanilla Transformers
Abheeshth Advanced 1y ago
OpenAIโ€™s ChatGPT is No Match For Humans...Or Is It?
Large Language Models โšก AI Lesson
OpenAIโ€™s ChatGPT is No Match For Humans...Or Is It?
Two Minute Papers Advanced 1y ago
Data Preparation Toolkit for LLM Application Developers | Large Language Models | Community Webinar
Large Language Models โšก AI Lesson
Data Preparation Toolkit for LLM Application Developers | Large Language Models | Community Webinar
Data Science Dojo Advanced 1y ago
Making Open Models 10x faster and better for Modern Application Innovation: Dmytro (Dima) Dzhulgakov
Large Language Models
Making Open Models 10x faster and better for Modern Application Innovation: Dmytro (Dima) Dzhulgakov
AI Engineer Advanced 1y ago
AI-Powered Data Unification for Data Platforms // Shelby Heinecke // DE4AI
Large Language Models
AI-Powered Data Unification for Data Platforms // Shelby Heinecke // DE4AI
MLOps.community Advanced 1y ago
Feed Your OWN Documents to a Local Large Language Model!
18:53
Large Language Models โšก AI Lesson
Feed Your OWN Documents to a Local Large Language Model!
Dave's Garage Advanced 1y ago
AI Powered Search Engines: The Future of SEO
Large Language Models
AI Powered Search Engines: The Future of SEO
Koray TuฤŸberk GรœBรœR Advanced 1y ago
Cong Lu - The AI Scientist
Large Language Models โšก AI Lesson
Cong Lu - The AI Scientist
Cohere Advanced 1y ago
The Future of RAG vs. Fine-Tuning: What You Need to Know? #rag
Large Language Models
The Future of RAG vs. Fine-Tuning: What You Need to Know? #rag
Data Science Dojo Advanced 1y ago
Molmo: Open-Source Vision Language Models are a GAME CHANGER
Large Language Models
Molmo: Open-Source Vision Language Models are a GAME CHANGER
Mervin Praison Advanced 1y ago
Ziqi Wang - Enabling Language Models to Implicitly Learn Self-Improvement
Large Language Models
Ziqi Wang - Enabling Language Models to Implicitly Learn Self-Improvement
Cohere Advanced 1y ago
JETSON AI LAB | Research Group Meeting (10/1/2024)
Large Language Models
JETSON AI LAB | Research Group Meeting (10/1/2024)
NVIDIA Developer Advanced 1y ago
OpenAIโ€™s New ChatGPT Goes On Steroids!
Large Language Models โšก AI Lesson
OpenAIโ€™s New ChatGPT Goes On Steroids!
Two Minute Papers Advanced 1y ago
MCTS Enhanced AI AGENTS: SELA (Stanford, UC Berkeley)
Large Language Models
MCTS Enhanced AI AGENTS: SELA (Stanford, UC Berkeley)
Discover AI Advanced 1y ago
How Far Can AI Reason? The limits of AI exposed
Large Language Models
How Far Can AI Reason? The limits of AI exposed
Discover AI Advanced 1y ago
The Perfect Communication Protocol for Multi-Agents AI
Large Language Models
The Perfect Communication Protocol for Multi-Agents AI
Discover AI Advanced 1y ago
GPT-4o goes CRAZY & Creates SCIENCE ABSTRACTIONS (that work)
Large Language Models โšก AI Lesson
GPT-4o goes CRAZY & Creates SCIENCE ABSTRACTIONS (that work)
Discover AI Advanced 1y ago
ADD LLM TO Knowledge-Graph: NEW GIVE Method (Berkeley)
Large Language Models
ADD LLM TO Knowledge-Graph: NEW GIVE Method (Berkeley)
Discover AI Advanced 1y ago
Stanford & OpenAI Code an Intelligent Shield
Large Language Models โšก AI Lesson
Stanford & OpenAI Code an Intelligent Shield
Discover AI Advanced 1y ago
Inside Strawberry's LOGIC Engine & Gemini's LOGIC Bug
Large Language Models โšก AI Lesson
Inside Strawberry's LOGIC Engine & Gemini's LOGIC Bug
Discover AI Advanced 1y ago
Overparametrized LLM: COMPLEX Reasoning (Yale Univ)
Large Language Models
Overparametrized LLM: COMPLEX Reasoning (Yale Univ)
Discover AI Advanced 1y ago
This is the BEST Voice AI yet!!!
Large Language Models
This is the BEST Voice AI yet!!!
1littlecoder Advanced 1y ago
Boosting LLMs: Performance, Scaling, and Structured Outputs // MLOps Mini Summit #8
Large Language Models โšก AI Lesson
Boosting LLMs: Performance, Scaling, and Structured Outputs // MLOps Mini Summit #8
MLOps.community Advanced 1y ago
NEW 3D LLMs for Spatial Intelligence (Robin3D)
Large Language Models โšก AI Lesson
NEW 3D LLMs for Spatial Intelligence (Robin3D)
Discover AI Advanced 1y ago
Advanced Voice Mode's Amazing Accents
Large Language Models
Advanced Voice Mode's Amazing Accents
The AI Advantage Advanced 1y ago
LIQUID AI 40B (MIT): REAL Performance on Reasoning (My 5 Tests)
Large Language Models
LIQUID AI 40B (MIT): REAL Performance on Reasoning (My 5 Tests)
Discover AI Advanced 1y ago
Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss - Jesse Cai, Meta
Large Language Models
Lightning Talk: Sparsifying Vision Transformers with Minimal Accuracy Loss - Jesse Cai, Meta
PyTorch Advanced 1y ago
Sponsored Session: NeMo-Aligner: A Scalable Toolkit for Model Alignment - Gerald Shen & Jimmy Zhang
Large Language Models โšก AI Lesson
Sponsored Session: NeMo-Aligner: A Scalable Toolkit for Model Alignment - Gerald Shen & Jimmy Zhang
PyTorch Advanced 1y ago
Together Goes Brrr: Threading Research & Production with Torch Compile - Pragaash Ponnusamy
Large Language Models โšก AI Lesson
Together Goes Brrr: Threading Research & Production with Torch Compile - Pragaash Ponnusamy
PyTorch Advanced 1y ago
Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit - Kartikay Khandelwal, Meta
Large Language Models
Welcome to the PyTorch Ecosystem for LLM Fine-tuning Mini Summit - Kartikay Khandelwal, Meta
PyTorch Advanced 1y ago
TorchInductor CPU Backend Advancements: New Features and Performance Imp... Jiong Gong & Leslie Fang
Large Language Models
TorchInductor CPU Backend Advancements: New Features and Performance Imp... Jiong Gong & Leslie Fang
PyTorch Advanced 1y ago
Maximizing Training Throughput Using Torch.Compile and FSDP - L. Chu, A. Viros i Martin, B. Vaughan
Large Language Models
Maximizing Training Throughput Using Torch.Compile and FSDP - L. Chu, A. Viros i Martin, B. Vaughan
PyTorch Advanced 1y ago
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
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Model Armor : sรฉcuriser les dรฉploiements d'IA
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ChatGPT Teach-Out
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ChatGPT and Prompt Engineering for Software Development
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