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Replicate Intelligence #11
Fine tune FLUX.1, generative video games, a vision for the metaverse...
Cloud Computing/ML
Divide and Conquer: The Role of Warps in Parallel Processing
In this review, we look at the role of warps in parallel processing in GPUs to try and understand what our machines are doing under the hood when trai...
ML Platform
Fine-tune FLUX.1 with your own images
We've added fine-tuning (LoRA) support to FLUX.1 image generation models. You can train FLUX.1 on your own images with one line of code using Replicat...
Cloud Computing/ML
Exploring the TextAttack Framework: Components, Features, a…
In this tutorial, we look at the TextAttack framework for NLP data augmentation, adversarial training, and adversarial attacks....
Data Science
AI Seinfeld was the peak of AI-generated content. It will n…
What’s the deal with the uncanny valley?...
Cloud Computing/ML
Text Labeling and Image Resolution with the Monkey Chat Vis…
The Monkey Vision model, when combined with DigitalOcean + Paperspace's cloud GPUs, excels in generating detailed image captions and analyzing images...
Cloud Computing/ML
Understanding Adversarial Attacks Using Fast Gradient Sign …
In this tutorial, we use Gradio to examine adversarial attacks and their potential for misdirecting models towards making inaccurate predictions....
Replicate Intelligence #10
Flux developments, Minecraft bot, Streamlit cookbook with Zeke...
Cloud Computing/ML
CODEGEN: A Transformative Open-Source Language Model for Ve…
In this tutorial, we discuss CODEGEN, one of the hottest Language Modeling projects tackling code generation....
Cloud Computing/ML
FLUX Image Generation with DigitalOcean
In this article, we show how to use FLUX image generation models with Paperspace H100s....
Cloud Computing/ML
NVIDIA's H100: The Powerhouse GPU Revolutionizing Deep Lear…
Dive deep to understand the architecture of high-performance H100 GPU which has marked a significant advancement in the field of AI....
Mechanistic Anomaly Detection Research Update
Interim report on ongoing work on mechanistic anomaly detection...
Synthetic Media/GAI
Meta AI with Llama 3 405B and Custom Characters Sharpens th…
The deprecation of Celebrity AIs should prompt skepticism...
AI Publication
We Need Positive Visions for AI Grounded in Wellbeing
IntroductionImagine yourself a decade ago, jumping directly into the present shock of conversing naturally with an encyclopedic AI that crafts images,...
Cloud Computing/ML
SAM 2: Meta's Next-Gen Model for Video and Image Segmentati…
In this article, we will explore SAM 2, which expands the capabilities of the original SAM to handle both images and videos. It excels in real-time ob...
Cloud Computing/ML
The Hidden Bottleneck: How GPU Memory Hierarchy Affects You…
In this article, we examine the mechanisms behind GPU memory hierarchy....
Cloud Computing/ML
Enhancing NLP Models for Robustness Against Adversarial Att…
Learn about a variety of techniques used to keep deep learning NLP models secure....
How I Use "AI"
I don't think that AI models (by which I mean: large language models) are over-hyped. In this post I will list 50 ways I've used them....