Hacker GitHub

← All repos

argonautlabsai/deltafin

View on GitHub ↗ ★ 100 Rust

ARGODRIVE Deltafin: Kimi K3 (2.8T MoE) streamed from SSDs on Apple Silicon — fork of gavamedia/deltafin with the ARGODRIVE storage work and benchmark package

5 mentions on Hacker News by 3 people: 1 story, 4 comments · first 2026-09-08 · latest 2026-09-09

Mentions per year 5 mentions · busiest year 2026 (5)
20082026
AllStoriesComments NewestTopOldest
  1. They mention it here: https://github.com/argonautlabsai/deltafin/blob/main/k3-publ... >device bytes read during the prefill window, all four drives (arm csv) 8,977 GB at 24.1 GB/s aggregate I.e. low memory bandwidth.
    comment by kgeist · 2026-09-09 · in Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs
  2. …drives with faster busses to fill. There could be something special to this particular instance but https://github.com/argonautlabsai/deltafin/blob/main/k3-publ... and the overall tok/s numbers seem to suggest it's just the sequential…
    comment by zamadatix · 2026-09-08 · in Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs
  3. …5 enclosures. I have one Gen4 and three Gen5 ssds inside enclosures. You can see specs here https://github.com/argonautlabsai/deltafin/tree/main/k3-publ...
    comment by Argonautlabs · 2026-09-08 · in Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs
  4. …of ~9 TB of reads for a 1.4 TB model — a scheduling bug with a planned fix. README with per-run logs: github.com/argonautlabsai/deltafin — a fork of gavamedia/deltafin, who built the engine.
    comment by Argonautlabs · 2026-09-08 · in Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs
  5. ▲ 279
    Kimi K3 (2.8T) at 1 token/s on a MacBook Pro, streamed from four SSDs
    story by Argonautlabs · 2026-09-08 · 156 comments