AI & ML interests

AI & ML

Recent Activity

Organization Card

Local inference artifacts

Vontra

Solo AI tinkerer publishing practical MLX quants, serving notes, and the small bits of glue that make models easier to run on real machines.

No startup theatre. No mystery benchmark fog. Just useful experiments, clean model cards, and attribution back to the original authors.

Current Shelf

Laguna S 2.1 MLX

What Gets Published

Best-effort, useful, attributed
  • MLX conversions
  • Quantized checkpoints
  • Apple Silicon notes
  • OpenAI-compatible serving recipes
  • Real hardware caveats

datasets 0

None public yet