Top all-time · #18992
Stories by Anlatan on Medium
Company blog · blog.novelai.netaistartups
Stories by Anlatan on Medium is the company blog at blog.novelai.net, writing about ai and startups. Since 2022, 4 different Hacker News readers have linked it 5 times, most often “NovelAI Improvements on Stable Diffusion”. It is still writing: the last post was on 2026-08-20, and you can follow it by feed.
Too few sampled comments (2) to say how often HN recommends it.?
Why HN links it
HN readers link NovelAI's Medium blog posts as sources on its model training work, including aspect ratio bucketing for diffusion models, fp8 LLM training on H100 GPUs, and its GPU cluster.
Summarised by Claude from a sample of 2 HN comments that link here. Each comment is marked recommending, critical or neutral (citing without judging); how this works.
Most-linked posts?
- NovelAI Improvements on Stable Diffusion2 people · 2 mentions · first linked 2022-10-10
What Hacker News says?
The aspect ratio problem was solved by NovelAI when they trained SD v1.4 on images with different aspect ratios using a technique they call "Aspect Ratio Bucketing", and after that it became commonly used in the final stage of training. https://blog.novelai.net/novelai-improvements-on-stable-diff...
Comment linking /novelai-improvements-on-stable-diffusion-e10d38db82ac
on “New AI diffusion model approach solves the aspect ratio problem”Submitted NovelAI Improvements on Stable Diffusion as a story · 4 points
HN discussionEven that is being tackled by newer GPU architectures. For example, novelai is currently training an LLM in fp8 precision, using H100 GPUs.[1] [1] https://blog.novelai.net/anlatan-acquires-hgx-h100-cluster-4... https://blog.novelai.net/text-model-progress-is-going-good-8...
Comment linking /text-model-progress-is-going-good-82a94855445e
on “Numbers every LLM Developer should know”Submitted NovelAI Director Tools Update as a story · 1 points
HN discussion