ai

A list of posts tagged ai

Blogs

• Configure Ollama on Dev Containers and VS Code
• Getting started with Ollama on Windows
• Using Generative AI to produce Spotify Clips
• AI like it's 1999 or 1899
• Quick thoughts about Snapdragon Summit 2023
• Deploy ML.NET Machine Learning Model in Blazor WebAssembly Static Website
• Use machine learning to categorize web links with F# and ML.NET
• Restaurant Inspections ETL & Data Enrichment with Spark.NET and ML.NET Automated (Auto) ML
• The Case for Doing Machine Learning with F#
• Operationalizing Machine Learning with ML.NET, Azure DevOps and Azure Container Instances
• Serverless Machine Learning with ML.NET and Azure Functions
• Deploy .NET Machine Learning Models with ML.NET, ASP.NET Core, Docker and Azure Container Instances

Notes

• Clock Tables - Org Mode, Plain Text, and AI
• These models are too damn big!
• Use AI to generate a blogroll others can subscribe to
• New Era of Work - Windows / Surface Event Blog (March 21, 2024)
• Book Review - Agency
• Down the weird web
• What about instrumentals? AI Generated Spotify Clips Addendum
• AI abundance after scarcity cycles
• Quick Thoughts Snapdragon Summit 2023 Addendum
• New AI generated phone wallpaper
• Dall-E Outpainting and generative models
• Vertigo AI
• Web Neural Network API - Working Draft
• Next gen stick figures using AI and NVIDIA Canvas

Responses

• Join me at DEVintersection in Las Vegas - September 10-12
• Bringing Llama 3 to life
• Transformers in music recommendation
• Transformer Explainer: Interactive Learning of Text-Generative Models
• HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
• GPT-4o System Card
• Reddit says companies must pay for data access
• LongROPE: Extending LLM Context Window Beyond 2 Million Tokens
• Tensors from scratch series
• Meta AI's Segment Anything Model (SAM) 2
• Zombie Internet
• Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
• Deep Questions - Debunking AI Model Capabilities / Distributed Webs of Trust
• Mapping the Mind of a Large Language Model
• Claude's Character
• Ultravox - An open, fast, and extensible multimodal LLM
• Apple - Private Cloud Compute
• Introducing Apple’s On-Device and Server Foundation Models
• Introducing Apple Intelligence
• The Verge - Apple WWDC 2024 keynote in 18 minutes
• Andrej Karpathy - Let's reproduce GPT-2 (124M)
• TinyAgent: Function Calling at the Edge
• Reproducing GPT-2 (124M) in llm.c in 90 minutes for $20
• Introducing Snowflake Arctic
• SAMMO: A general-purpose framework for prompt optimization
• Google Penzai
• Introducing Phi-3
• Introducing Llama 3
• Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
• DE-COP: Detecting Copyrighted Content in Language Models Training Data
• Using LLM to select the right SQL Query from candidates
• RecurrentGemma - Open weights language model from Google DeepMind, based on Griffin.
• ARAGOG: Advanced RAG Output Grading
• Large Language Models Are Zero-Shot Time Series Forecasters
• ReALM: Reference Resolution As Language Modeling
• Introducing Stable Audio 2.0
• Start using ChatGPT instantly
• Announcing DBRX: A new standard for efficient open source LLMs
• One-step Diffusion with Distribution Matching Distillation
• Stability CEO Resigns
• Mamba: Linear-Time Sequence Modeling with Selective State Spaces
• Releasing Common Corpus: the largest public domain dataset for training LLMs
• Machine Learning for Games Course - HuggingFace
• Quanto: a PyTorch quantization toolkit
• Demystifying Embedding Spaces using Large Language Models
• The Tokenizer Playground
• Introducing Stable Video 3D: Quality Novel View Synthesis and 3D Generation from Single Images
• Nvidia reveals Blackwell B200 GPU
• MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
• LaVague - Large Action Model framework
• Spreadsheets are all you need
• Building Meta’s GenAI Infrastructure
• OpenAI Transformer Debugger
• Diffusion Models From Scratch
• Diffusion models from scratch, from a new theoretical perspective
• Fast Inner-Product Algorithms and Architectures for Deep Neural Network Accelerators
• Grok-1
• Ollama now supports AMD graphics cards
• What I learned from looking at 900 most popular open source AI tools
• You can now train a 70b language model at home
• Levels of Complexity: RAG Applications
• Inflection-2.5: meet the world's best personal AI
• Training great LLMs entirely from ground up in the wilderness as a startup
• Stable Diffusion 3: Research Paper
• Wix’s new AI chatbot builds websites in seconds based on prompts
• Gemma PyTorch
• Introducing the next generation of Claude
• GGUF, the long way around
• Predictive Human Preference: From Model Ranking to Model Routing
• The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
• Tumblr and WordPress to Sell Users’ Data to Train AI Tools
• The latest Microsoft Copilot update on Android makes me mourn the death of Cortana
• Announcing Mistral Large
• GPT in 500 lines of SQL
• Jim Cramer says McDonald’s embracing AI at drive-thrus is good news for Nvidia
• Stable Diffusion 3 - Early Preview
• The AI Study Guide: Azure Machine Learning Edition
• The killer app of Gemini Pro 1.5 is video
• HuggingChat
• Gemma: Introducing new state-of-the-art open models
• Cosmopedia v0.1
• MLX Swift - On-device ML research with MLX and Swift
• Ollama - Windows Preview
• HuggingFace - Open Source AI Cookbook
• V-JEPA: The next step toward Yann LeCun’s vision of advanced machine intelligence (AMI)
• Magic.dev
• OpenAI Sora - Creating video from text
• Introducing Gemini 1.5
• The text file that runs the internet
• GraphRAG: Unlocking LLM discovery on narrative private data
• NVIDIA Chat with RTX
• Stable Cascade
• Memory and new controls for ChatGPT
• Introducing Nomic Embed: A Truly Open Embedding Model
• LangChain - OpenGPTs
• Eagle 7B : Soaring past Transformers with 1 Trillion Tokens Across 100+ Languages (RWKV-v5)
• Ollama - Python & JavaScript Libraries
• Google’s Hugging Face deal puts ‘supercomputer’ power behind open-source AI
• FOSDEM 2024 Schedule
• OpenAI Microscope
• NightShade
• Introducing Stable LM 2 1.6B
• Stable Code 3B - Coding on the Edge
• Sampling for Text Generation
• Talking about Open Source LLMs on Oxide and Friends
• SingSong - Generating musical accompaniments from singing
• LeftoverLocals: Listening to LLM responses through leaked GPU local memory
• AI for economists - prompts and resources
• Every - Daily Newsletter
• More than an OpenAI Wrapper: Perplexity Pivots to Open Source
• My AI Timelines Have Sped Up (Again)
• Introducing the GPT Store
• Ferret: Refer and Ground Anything Anywhere at Any Granularity
• Conor McGregor pitching Zune and Windows Phone to Cristiano Ronaldo
• VideoPoet: A large language model for zero-shot video generation
• Midjourney v6
• LangChain State of AI 2023
• Phi-2 now on HuggingFace
• LLM in a flash: Efficient Large Language Model Inference with Limited Memory
• OpenAI - Prompt engineering
• Solo - an AI website builder for solopreneurs
• MemoryCache - Augmenting Local AI with Browser Data
• Mozilla Innovation Week - Explore the Future of AI with Mozilla
• Bash One-Liners for LLMs
• Mixtral 8x7B on Apple Silicon with MLX
• Steering at the Frontier: Extending the Power of Prompting
• promptbase
• LLM360: Towards Fully Transparent Open-Source LLMs
• Phi-2: The surprising power of small language models
• Answer.AI - A new old kind of R&D lab
• Introducing Stable LM Zephyr 3B
• The Geometry of Truth: Dataexplorer
• State of AI Report - 2023
• OnnxStream - Stable Diffusion XL 1.0 Base on a Raspberry Pi Zero 2
• Evaluating LLMs is a minefield
• MemGPT - Towards LLMs as Operating Systems
• Best Practices for LLM Evaluation of RAG Applications
• MLflow 2.8 with LLM-as-a-judge metrics and Best Practices for LLM Evaluation of RAG Applications
• Metadata-Curated Language-Image Pre-training (MetaCLIP) - Demystifying CLIP Data
• OpenAgents: An Open Platform for Language Agents in the Wild
• The Foundation Model Transparency Index
• The New Kings of Open Source AI (Oct 2023 Recap)
• Mixtral of experts
• SatCLIP - A Global, General-Purpose Geographic Location Encoder
• Long context prompting for Claude 2.1
• Introducing Gemini
• Introducing llamafile
• AI and Mass Spying
• AI Alliance Launches
• Understanding Deep Learning
• The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)
• Chain-of-Verification Reduces Hallucination in Large Language Models
• Multimodality and Large Multimodal Models (LMMs)
• HuggingFace: Text Embeddings Inference
• Scaffolded LLMs as natural language computers
• Creating the First Confidential GPUs
• The AI Attack Surface Map v1.0
• Mistral 7B Model
• Meta announces AI experiences in Facebook, Instagram, WhatsApp
• Carton - Run any ML model from any programming language
• FlowiseAI - Drag and drop for LLM flows
• Why Open Source AI Will Win
• Distilling step-by-step: Outperforming larger language models with less training data and smaller model sizes
• vim + llm = 🔥
• Next-Gen CPU Acceleration: AVX For Generative AI
• ChatGPT can now see, hear, and speak
• Amazon and Anthropic announce strategic collaboration to advance generative AI
• DALL·E 3
• Optimizing your LLM in production
• Software²
• PointLLM: Empowering Large Language Models to Understand Point Clouds
• How consumers are using Generative AI
• Coqui 🐸 XTTS
• Introducing Würstchen: Fast Diffusion for Image Generation
• Efficient Controllable Generation for SDXL with T2I-Adapters
• Spread Your Wings: Falcon 180B is here
• Modular: Mojo🔥 - It’s finally here!
• Generative AI and .NET - Part 2 SDK
• Rethinking trust in direct messages in the AI era
• Perplexity: Interactive LLM visualization
• Can LLMs learn from a single example?
• Teaching with AI
• Generative AI and .NET - Part 1 Intro
• Llama 2 7B/13B are now available in Web LLM
• Supporting the Open Source AI Community
• Making Large Language Models Work For You
• Consciousness is a Big Suitcase
• Introducing Code Llama, a state-of-the-art large language model for coding
• Announcing Python in Excel
• Large Language Models with Semantic Search
• Patterns for Building LLM-based Systems and Products
• HuggingFace Candle
• Open challenges in LLM research
• Jupyter AI Brings Generative AI to Notebooks
• Announcing xAI
• Introducing Keras Core: Keras for TensorFlow, JAX, and PyTorch.
• GPT-4 API general availability
• Orca: Progressive Learning from Complex Explanation Traces of GPT-4
• Gorilla: Large Language Model Connected with Massive APIs
• Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
• StarCoder: A State-of-the-Art LLM for Code
• LoRA: Low-Rank Adaptation of Large Language Models
• Shap-E: Generating Conditional 3D Implicit Functions
• Massively Multilingual Speech (MMS)
• PaLM 2
• Transformers Agent
• Copilot for Docs
• ChatGPT Prompt Engineering for Developers
• ImageBind: One Embedding Space To Bind Them All
• Language models can explain neurons in language models
• How generative AI is changing the way developers work
• PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware
• Wikipedia embeddings dataset
• LLaVA: Large Language and Vision Assistant
• WebGPU API
• Consistency Models
• Free Dolly
• Generative Agents: Interactive Simulacra of Human Behavior
• Koala: A Dialogue Model for Academic Research