AWTom

49 ms·

1. 1.▲
   by AWTom 14d ago

   There is some research on layer duplication on existing pre-trained models. This paper also references layer skipping: https://aclanthology.org/2025.findings-emnlp.967.pdf
2. 2.▲
   by AWTom 3mo ago

   The cost argument is wrong. Compare Gemini 2.5 Pro to Gemma 4 31B. Released only 10 months later, a tiny open-weights model outperforms what was once SOTA. Fable and 5.6 Sol will be outperformed by laptop-class models next year.
3. 3.▲
   by AWTom 3mo ago

   I’ve always used lagom.nl/lcd-test/
4. 4.▲
   by AWTom 4mo ago

   > Cloudflare will not let you run an image heavy site on its own Cloudflare R2 object storage is S3-compatible, offers free egress, and does not share their CDN product's fair use policy against image-heavy use. Storage is 65% the p
5. 5.▲
   by AWTom 1y ago

   Thanks for sharing, this was a great read.