Viewing profile — zoe_mnode
zoe_mnode
HN member- Joined
- Wed, Jan 07, 2026, 1:55 PM UTC
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- 3
- Public activity
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About zoe_mnode
Infra & Open Source veteran.
Previously worked on AI coding agents. Realized compute was too expensive, so now I'm exploring distributed inference on consumer hardware.
Current experiment: Replicating DeepSeek V3 efficiency limits.
Recent public activity
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Comment #46597920
This direction is clearly not unique to DeepSeek. Similar ideas have shown up before, like Gemma’s per-layer embeddings, RWKV’s deepembed, and ByteDance’s UltraMem. From an algorit…
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Comment #46526646
This is impressive work on quantization. It really validates the hypothesis that software optimization (and proper memory management) matters more than just raw FLOPs.