🔄 In a Training Loop

i64 Systems PRO

i64systems

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https://bob-talk.org/

i64systems

AI & ML interests

deterministic, auditable local AI · integer/low-bit ML · memory systems

Recent Activity

upvoted a paper 1 day ago

Falsifiable Release Gates for Self-Improving Systems

reacted to NitrAI's post with ❤️ 1 day ago

My (really ugly) thoughts on NVIDIA acquiring Hugging Face I don’t care if you love me or hate me – something about one of the most open community efforts ever to achieve the tagline “The community building the future“ getting gobbled up by a company that arguably is the biggest hardware monopoly that has ever existed strikes me as deeply unsettling. I don’t like monopolies, and that is that. The whole appeal of HF for me personally was always having a neutral location where anyone could develop, deploy, and test a model on their silicon of choice without being pushed into a single “official“ proprietary infrastructure stack. I am not going to pretend that I would believe NVIDIA “open and independent“ is ever going to happen – hell we have all heard the same lines dozens of times from every corporation that has ever uttered them before. When the single biggest producer of compute also is one of the primary locations where all open weights live, it becomes very hard not to imagine where all of this is going to end up soon enough if we continue to let companies dictate the narrative. It might be the hyperbole but it is an absolute truth for me – open-sourced AI cannot be a slave to the whims of a trillion dollar company. It is high time we realize that open AI cannot live and breathe only on the goodwill of corporate entities.

posted an update 1 day ago

NOW UPDATED ❗❗ openbob 5.0.1🐭🔎 An integer execution method for reproducible inference from publicly available model weights, demonstrated on Qwen3-4B. Journaled bytes and all. Keep an eye out for the gpt-oss-120B on the 24gb GPU- deterministically. We make AI models do the same things every time!⛓️😈 https://huggingface.co/i64systems/Qwen3-4B-openbob-i8

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published an article 5 days ago

Article

NVMe + ??? = Giant MoE's in Residency?

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5 days ago

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