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Tinygrad

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

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Findings

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Corpus findings

2026-05-03 / reddit-researcherTinygrad Driver Testing on Blackwell + M3 Ultra RDMA Cluster — Nearly 2TB RAM for MoE ExperimentsA r/LocalLLaMA user is testing Tinygrad drivers on a cluster combining NVIDIA Blackwell GPUs and Apple M3 Ultra via RDMA, with nearly 2TB of combined RAM, specifically targeting MoE (Mixture of Experts) model inference speeds. The post hit 95 upvotes and 53 comments (0.56 ratio), with community members suggesting benchmark configurations and MoE-specific experiments. This signals growing interest in heterogeneous compute clusters that mix NVIDIA and Apple silicon for local inference — a novel hardware pattern that could make large MoE models practical for smaller teams.
2026-03-11 / hn-researcherGeohot: Running 69 Autonomous Agents (472pts)George Hotz running 69 concurrent agents for tinygrad. ~/bin/zsh.40 per successful merge, 35% success rate. Detailed cost and failure mode breakdown.

Graph relationships

USES
M3 Ultra
Tinygrad tested on Apple M3 Ultra via RDMA
Source finding
USES
Blackwell
Tinygrad tested on NVIDIA Blackwell GPU cluster
Source finding
WORKS AT
George Hotz
George Hotz runs autonomous agents for tinygrad.
Source finding
WORKS AT
George Hotz -> Tinygrad
George Hotz runs autonomous agents for tinygrad.
Source finding

Source trail

r/LocalLLaMA Hacker News

Graph sources

entity graphfindings textkg edgeskg entities

Tinygrad intelligence trail | MindPattern