20 July 2025

Topic: Models And Releases

The Big LLM Architecture Comparison
The Big LLM Architecture Comparison
source magazine.sebastianraschka.com Jul 20, 2025

Article URL: https://magazine.sebastianraschka.com/p/the-big-llm-architecture-comparison Comments URL: https://news.ycombinator.com/item?id=44622608 P...

TL;DR
Modern LLM architectures like DeepSeek V3, Kimi 2, and Llama 4 have adopted new techniques to improve computational efficiency and distinguish themselves from other models, including Multi-Head Latent Attention (MLA) and Mixture-of-Experts (MoE) layers.

Key Takeaways:
  • Large Language Model (LLM) architectures like DeepSeek V3 and Kimi 2 have shown improved computational efficiency through innovations like MLA and MoE layers.
  • The use of MoE layers helps reduce inference costs for large base models, offering a trade-off between model capacity and inference efficiency.
  • New architectures like Qwen3 and SmolLM3 have made the case for a more principled approach to position encoding in transformer models.
Show HN: MCP server for Blender that builds 3D scenes via natural language
source blender-mcp-psi.vercel.app Jul 20, 2025

Hi HN!I built a custom MCP (Model Context Protocol) server that connects Blender to LLMs like ChatGPT, Claude, and any other llm supporting tool calli...

TL;DR
Blender MCP enables large language models to control Blender in real-time using a seamless integration layer for AI-driven 3D creation.

Key Takeaways:
  • Blender MCP is a lightweight JSON protocol for real-time 3D control that connects LLMs to Blender using a fast and open TCP-based connection.
  • The integration allows for complete control over 3D scenes, objects, materials, and animations with precise command execution.
  • The project aims to bridge the gap between AI and creative tools, making AI-powered 3D creation accessible, fast, and intuitive.

AI Tools

source github.com
burn

Burn is a next generation Deep Learning Framework that doesn..

Opensource