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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…
Quanto: a PyTorch quantization backend for Optimum
Back to Articles Quanto: a PyTorch quantization backend for Optimum Published March 18, 2024 Update on GitHub…
Data is better together: Enabling communities to collectively build better datasets together using Argilla and Hugging Face Spaces
A Survey on Data Selection for LLM Instruction Tuning Paper • 2402.05123 • Published Feb 4, 2024 • 3
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…
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…
Forecasting AI (Overview)
This is a landing page for various posts I’ve written, and plan to write, about forecasting future…
GPT-2030 and Catastrophic Drives: Four Vignettes
I previously discussed the capabilities we might expect from future AI systems, illustrated through GPT2030,…
Intrinsic Drives and Extrinsic Misuse: Two Intertwined Risks of AI
Given their advanced capabilities, future AI systems could pose significant risks to society. Some of this…
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…
Neural algorithmic reasoning
In this article, we will talk about classical computation: the kind of computation typically found in an…
The Artificiality of Alignment
This essay first appeared in Reboot. Credulous, breathless coverage of “AI existential risk” (abbreviated…
Accelerating over 130,000 Hugging Face models with ONNX Runtime
Back to Articles Accelerating over 130,000 Hugging Face models with ONNX Runtime Published October 4, 2023…
🧨 Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e
Back to Articles Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e Published October 3,…
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…
What will GPT-2030 look like?
GPT-4 surprised many people with its abilities at coding, creative brainstorming, letter-writing, and other…
Status page
Replicate Blog Status page Posted May 18, 2023 by nickstenning zeke Our job is to run infrastructure you can…
Run a Chatgpt-like Chatbot on a Single GPU with ROCm
Back to Articles Run a Chatgpt-like Chatbot on a Single GPU with ROCm Published May 15, 2023 Update on GitHub…
Introducing RWKV - An RNN with the advantages of a transformer
Back to Articles Introducing RWKV - An RNN with the advantages of a transformer Published May 15, 2023 Update…
Assisted Generation: a new direction toward low-latency text generation
Back to Articles Assisted Generation: a new direction toward low-latency text generation Published May 11,…
Snorkel AI x Hugging Face: unlock foundation models for enterprises
Back to Articles Snorkel AI x Hugging Face: unlock foundation models for enterprises Published April 6, 2023…
Complex Systems are Hard to Control
The deployment of powerful deep learning systems such as ChatGPT raises the question of how to make these…
Fetch Consolidates AI Tools and Saves 30% Development Time with Hugging Face on AWS
Back to Articles Fetch Consolidates AI Tools and Saves 30% Development Time with Hugging Face on AWS…