Core AI

Large Language Models

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

24,892
lessons
Skills in this topic
View full skill map →
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

Showing 5,434 reads from curated sources

OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Sparking a more productive company with ChatGPT Enterprise
Match Group uses ChatGPT Enterprise to spark creativity and impact.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
OpenAI and Elon Musk
We are dedicated to the OpenAI mission and have pursued it every step of the way.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Video generation models as world simulators
We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of var
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
AMD Pervasive AI Developer Contest!
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Memory and new controls for ChatGPT
We’re testing the ability for ChatGPT to remember things you discuss to make future chats more helpful. You’re in control of ChatGPT’s memory.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Fine-Tuning Cohere's Reranker
Learn how to fine-tune Cohere's reranker and generate synthetic data using DSPy!
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
From OpenAI to Open LLMs with Messages API on Hugging Face
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Weaviate in Snowflake’s Snowpark Container Services
An end-to-end generative feedback loop demo using Weaviate, Ollama, Mistral and Snowflake’s Snowpark Container Services!
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Response to NIST Executive Order on AI
The National Institute of Standards and Technology (NIST) request for information related to its assignments under sections 4.1, 4.5, and 11 of the Executive Or
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Constitutional AI with Open LLMs
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Hugging Face Text Generation Inference available for AWS Inferentia2
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Patch Time Series Transformer in Hugging Face
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Building an early warning system for LLM-aided biological threat creation
We’re developing a blueprint for evaluating the risk that a large language model (LLM) could aid someone in creating a biological threat. In an evaluation invol
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Using Weaviate with Non-English Languages
What you need to consider when using the Weaviate vector database with non-English languages, such as Hindi, Chinese, or Japanese.
Run Code Llama 70B with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Run Code Llama 70B with an API
Code Llama 70B is one of the powerful open-source code generation models. Learn how to run it in the cloud with one line of code.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
An Introduction to AI Secure LLM Safety Leaderboard
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
New embedding models and API updates
We are launching a new generation of embedding models, new GPT-4 Turbo and moderation models, new API usage management tools, and soon, lower pricing on GPT-3.5
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Hugging Face and Google partner for open AI collaboration
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Open-source LLMs as LangChain Agents
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Building Multimodal AI in TypeScript
We look at how to build Multimodal applications in TypeScript and dive into everything that needs to happen in between.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Democratic inputs to AI grant program: lessons learned and implementation plans
We funded 10 teams from around the world to design ideas and tools to collectively govern AI. We summarize the innovations, outline our learnings, and call for
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
How OpenAI is approaching 2024 worldwide elections
We’re working to prevent abuse, provide transparency on AI-generated content, and improve access to accurate voting information.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Accelerating SD Turbo and SDXL Turbo Inference with ONNX Runtime and Olive
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Run ComfyUI workflows for free with Gradio on Hugging Face Spaces
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Building agricultural database for farmers
Digital Green uses OpenAI to increase farmer income.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Introducing ChatGPT Team
We’re launching a new ChatGPT plan for teams of all sizes, which provides a secure, collaborative workspace to get the most out of ChatGPT at work.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Introducing the GPT Store
We’re launching the GPT Store to help you find useful and popular custom versions of ChatGPT.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Delivering LLM-powered health solutions
WHOOP delivers personalized fitness and health coaching with GPT-4.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Welcome aMUSEd: Efficient Text-to-Image Generation
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
LoRA training scripts of the world, unite!
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Weaviate 2023 Recap
A reflection on 2023 from team Weaviate!
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Speculative Decoding for 2x Faster Whisper Inference
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Weaviate 1.23 Release
Weaviate 1.23 released with AutoPQ, flat indexing + Binary Quantization, OSS LLM support through Anyscale, and more!
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Increasing accuracy of pediatric visit notes
Summer Health reimagines pediatric doctor’s visits with OpenAI.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Superalignment Fast Grants
We’re launching $10M in grants to support technical research towards the alignment and safety of superhuman AI systems, including weak-to-strong generalization,
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Weak-to-strong generalization
We present a new research direction for superalignment, together with promising initial results: can we leverage the generalization properties of deep learning
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Partnership with Axel Springer to deepen beneficial use of AI in journalism
Axel Springer is the first publishing house globally to partner with us on a deeper integration of journalism in AI technologies.
A new old kind of R&D lab
Fast.ai Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
A new old kind of R&D lab
Jeremy Howard (founding CEO, previously co-founder of Kaggle and fast.ai) and Eric Ries (founding director, previously creator of Lean Startup and the Long-Term
Clone your voice using open-source models
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Clone your voice using open-source models
We’ve added fine-tuning for realistic voice cloning (RVC). You can train RVC on your own dataset from a YouTube video with a few lines of code using Replicate's
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Multimodal Retrieval-Augmented Generation (RAG)
Learn how to build Multimodal Retrieval Augmented Generation (MM-RAG) systems that combine text, images, audio, and video. Discover contrastive learning, any-to
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Sam Altman returns as CEO, OpenAI has a new initial board
Mira Murati as CTO, Greg Brockman returns as President. Read messages from CEO Sam Altman and board chair Bret Taylor.
How to run Yi chat models with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
How to run Yi chat models with an API
The Yi series models are large language models trained from scratch by developers at 01.AI. Learn how to run them in the cloud with one line of code.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Building an AI-Powered Shopping Copilot with Weaviate
UK-based startup Moonsift is harnessing the power of AI with Weaviate.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
OpenAI Data Partnerships
Working together to create open-source and private datasets for AI training.
Generate music from chord progressions and text prompts with MusicGen-Chord
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Generate music from chord progressions and text prompts with MusicGen-Chord
We’ve added chord conditioning to Meta’s MusicGen model, so you can create automatic backing tracks in any style using text prompts and chord progressions.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Introducing GPTs
You can now create custom versions of ChatGPT that combine instructions, extra knowledge, and any combination of skills.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
New models and developer products announced at DevDay
GPT-4 Turbo with 128K context and lower prices, the new Assistants API, GPT-4 Turbo with Vision, DALL·E 3 API, and more.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Frontier risk and preparedness
To support the safety of highly-capable AI systems, we are developing our approach to catastrophic risk preparedness, including building a Preparedness team and