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  1. Home
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  3. /Scottcjn/ram-coffers
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repoGitHubTrust 82 · PrimaryPublished 5d agoLive · 5d ago

Scottcjn/ram-coffers

NUMA-distributed weight banking for LLM inference on IBM POWER8. 147 t/s (8.8x stock). Part of the Proof of Physical AI stack.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 54%OpenAI and Broadcom announce chip designed for LLM inference at scale →
  • PossiblePossibly related (embedding) · 50%New Server Hopes to Break Through AI’s “Memory Wall” →
  • PossiblePossibly related (embedding) · 50%OpenAI and Broadcom unveil LLM-optimized inference chip →
  • PossiblePossibly related (embedding) · 49%Elastic Gang: Per-Token Membership Change for a Hard-Barriered LLM Inference Gang Co-Scheduled with OS Processes →
  • PossiblePossibly related (embedding) · 49%Talos-XII: hand-written autograd + small RL/MLP stack in Rust, applied to gacha probability modeling (no tch-rs/ndarray/PyTorch) — looking for benchmark help on ARM/AVX-512/GPU [P] →
  • PossiblePossibly related (embedding) · 50%Murati's Thinking Machines Releases Open-Weights 975B Parameter LLM →

Covers

newsOpenAI and Broadcom announce chip designed for LLM inference at scalenewsNew Server Hopes to Break Through AI’s “Memory Wall”newsOpenAI and Broadcom unveil LLM-optimized inference chipnewsTalos-XII: hand-written autograd + small RL/MLP stack in Rust, applied to gacha probability modeling (no tch-rs/ndarray/PyTorch) — looking for benchmark help on ARM/AVX-512/GPU [P]

Implements

paperElastic Gang: Per-Token Membership Change for a Hard-Barriered LLM Inference Gang Co-Scheduled with OS Processes

Covers (incoming)

newsMurati's Thinking Machines Releases Open-Weights 975B Parameter LLM

Related across the graph

newsOpenAI and Broadcom announce chip designed for LLM inference at scalenewsOpenAI and Broadcom unveil LLM-optimized inference chipnewsNew Server Hopes to Break Through AI’s “Memory Wall”paperElastic Gang: Per-Token Membership Change for a Hard-Barriered LLM Inference Gang Co-Scheduled with OS ProcessesnewsTalos-XII: hand-written autograd + small RL/MLP stack in Rust, applied to gacha probability modeling (no tch-rs/ndarray/PyTorch) — looking for benchmark help on ARM/AVX-512/GPU [P]newsMurati's Thinking Machines Releases Open-Weights 975B Parameter LLM
Knowledge path·NOpenAI and Broadcom announce chip designed for LLM inference at scale→NOpenAI and Broadcom unveil LLM-optimized inference chip→NNew Server Hopes to Break Through AI’s “Memory Wall”→RScottcjn/ram-coffers

Topics

ai-inferencedepinhebbianllama-cppllmnumapower8powerpcproof-of-physical-aivec-perm

Explore

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Graph trust82Primary
Graph score152