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A Guide to Structured Generation Using Constrained Decoding
IntroductionWe often want specific outputs when interacting with generative language models. This is…
Mamba Explained
The State Space Model taking on TransformersRight now, AI is eating the world.And by AI, I mean Transformers.…
Pollen-Vision: Unified interface for Zero-Shot vision models in robotics
Back to Articles Pollen-Vision: Unified interface for Zero-Shot vision models in robotics Published March 25,…
Who cares about tech regulation?
When I look at the engagement on this website, and in my newsletter, it’s very clear that anything I write…
GaLore: Advancing Large Model Training on Consumer-grade Hardware
Back to Articles GaLore: Advancing Large Model Training on Consumer-grade Hardware Published March 20, 2024…
Car-GPT: Could LLMs finally make self-driving cars happen?
In 1928, London was in the middle of a terrible health crisis, devastated by bacterial diseases like…
Do text embeddings perfectly encode text?
The rise of the vector databaseAs a result of the rapid advancement of generative AI in recent years, many…
Why Doesn’t My Model Work?
Have you ever trained a model you thought was good, but then it failed miserably when applied to real world…
Introducing the Red-Teaming Resistance Leaderboard
Back to Articles Introducing the Red-Teaming Resistance Leaderboard Published February 23, 2024 Update on…
Introducing the Enterprise Scenarios Leaderboard: a Leaderboard for Real World Use Cases
Back to Articles Introducing the Enterprise Scenarios Leaderboard: a Leaderboard for Real World Use Cases…
Hugging Face and Google partner for open AI collaboration
Back to Articles Hugging Face and Google partner for open AI collaboration Published January 25, 2024 Update…
Deep learning for single-cell sequencing: a microscope to see the diversity of cells
The history of each living being is written in its genome, which is stored as DNA and present in nearly every…
Best Prompts for Midjourney V6
Midjourney V6 was teased throughout 2023, and finally released on December 22, 2023. This has the longest…
Analyzing the Historical Rate of Catastrophes
To communicate risks, we often turn to stories. Nuclear weapons conjure stories of mutually assured…
AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU
Back to Articles AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU Published…
GPT-2030 and Catastrophic Drives: Four Vignettes
I previously discussed the capabilities we might expect from future AI systems, illustrated through GPT2030,…
Interactively explore your Huggingface dataset with one line of code
Back to Articles Interactively explore your Huggingface dataset with one line of code Published October 25,…
AI Pause Will Likely Backfire (Guest Post)
I'm experimenting with hosting guest posts on this blog, as a way to represent additional viewpoints and…
Beginner's Guide to AnimateDiff: Stable Diffusion Video/GIF Generation
AnimateDiff is one of the best ways to generate AI videos right now. I've been making tons of AnimateDiff…
The Artificiality of Alignment
This essay first appeared in Reboot. Credulous, breathless coverage of “AI existential risk” (abbreviated…
Chat Templates: An End to the Silent Performance Killer
Back to Articles Chat Templates Published October 3, 2023 Update on GitHub Upvote 32 +26 Matthew Carrigan…
12 Best Stable Diffusion Websites to Generate AI Images (Free & Paid)
You might be trying to dip your toes into AI image generation with Stable Diffusion. Installing it onto your…
AI Forecasting: Two Years In
Two years ago, I commissioned forecasts for state-of-the-art performance on several popular ML benchmarks.…
Modern Data Engineering and the Lost Art of Data Modelling
It wasn't long ago that the constraints imposed by finite storage and compute meant that data modelling was a…