vLLM

SmolLM3: A Powerful 3B Multilingual Model with Long-Context Reasoning

Editor2 weeks ago2 weeks ago03 mins

Introducing SmolLM3: Small, Efficient, and Highly Capable The AI community continues to push the boundaries of small language models (SLMs), proving that bigger isn’t always better. Today, we’re excited to introduce SmolLM3, a 3B-parameter model that outperforms competitors like Llama-3.2-3B and Qwen2.5-3B while rivaling larger 4B models (Qwen3 & Gemma3). What makes SmolLM3 special? ✅ Multilingual (English, French, Spanish, German, Italian, Portuguese) ✅ 128K long-context support (via NoPE +…

Inner Workings of ChatGPT-4 AI Attention Blocks, Feedforward Networks, and More

Editor1 month ago1 month ago05 mins

At its core, ChatGPT-4 is built on the Transformer architecture, which revolutionized AI with its self-attention mechanism. Below, we break down the key components and their roles in generating human-like text. 1. Transformer Architecture Overview The Transformer consists of encoder and decoder stacks, but GPT-4 is decoder-only (it generates text autoregressively). Key Layers in Each Block:…