Tag: #text-generation
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts
Choosing Open Text Generation Models by Size Class
When picking an open text generation model, size is not a quality tier — it is a deployment constraint. This post splits the field into on-device small, single-GPU mid, and server-class large, listing the parameters, con
2026-08-12 · 7 min read #ai#llm#huggingface#open-source-llm#text-generationThe Rise of Diffusion LMs — Can They Become an Alternative to Autoregression
In June 2026 Google released DiffusionGemma, and text diffusion models are lighting up GeekNews and Hacker News. We critically analyze the structural limits of autoregressive generation, the principles of mask-based deno
2026-06-12 · 17 min read #llm#diffusion#text-generation#gemma#inference