Google has released the Gemma 4 family of open models – from compact versions for smartphones to powerful solutions for PCs capable of competing with systems many times larger.
Researchers have discovered how restrictions are embedded in ChatGPT, revealing that it's more complex than simply a list of prohibited topics.
Google has released the Gemma 4 family of models – from compact versions for mobile devices to powerful systems capable of competing with solutions twice their size.
How PyTorch Achieved Faster Normalization and Its Impact on Neural Networks
Technical context • Infrastructure
The PyTorch team optimized normalization performance using the torch.compile compiler, significantly enhancing neural network training efficiency.
Researchers have developed an AI tool that automatically analyzes and catalogs animal behavior without the need for manual data annotation.
Monarch: How PyTorch Is Simplifying Supercomputer Management
Technical context • Infrastructure
PyTorch has introduced Monarch, a new tool designed to simplify the launching and debugging of distributed training tasks on large GPU clusters.
The Safetensors format has been officially adopted by the PyTorch Foundation – changing the approach to distributing model weights and securing agentic systems.
Illustrious XL 3.5: When an Image Generator Starts Understanding Language Like a Language Model
Products
Illustrious XL has been updated to versions 3.0–3.5: the new model supports resolutions up to 2048 pixels and understands complex text prompts on par with small language models (LLMs).
Google has introduced the fourth generation of its open-source Gemma models, ranging from compact versions for smartphones to powerful solutions for demanding computational tasks.
Show It Once and You're Done: How a New Approach to Automation Learns from Humans the First Time
Products
The new GPA interface automation method memorizes user actions from a single demonstration and reproduces them precisely and reliably – without the cloud or data leaks.
Researchers from MIPT have developed an AI-based system that helps design elevators for real-world use cases in specific buildings.