guilt/TinyToT
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TinyToT — Tree of Thoughts inference server
6 mentions on Hacker News by 1 person: 1 story, 5 comments · first 2026-07-10 · latest 2026-08-15
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…research time to time, and disaggregating reasoning from entities can actually be very helpful. See https://github.com/guilt/TinyToT which already builds a powerful reasoning model where you drop your traces as Markdown, it picks it up and…
comment by vkaku · 2026-08-15 · in Geometric Reasoning -
…models to do this at a fraction of the data and compute required. I am adding multi-modality to https://github.com/guilt/TinyToT , and I see that dis-aggregating capabilities, very similar to how our own sensory organs work, seems to be…
comment by vkaku · 2026-07-31 · in Moonshot’s Kimi uses 20k Nvidia chip cluster from Alibaba -
…models come out. P.S. Building something that proves that you don't need those many params even. https://github.com/guilt/tinytot
comment by vkaku · 2026-07-28 · in A $500 RL fine-tune of a 9B open model beat frontier models on catalog review -
…So indeed, any investor in AI should read deep and question hype and frontier lab investments. See: https://github.com/guilt/TinyToT for the sort of hype busting I do.
comment by vkaku · 2026-07-13 · in I love LLMs, I hate hype -
…to build and run my own training free inference engine... and it worked. It's called TinyToT: https://github.com/guilt/TinyToT You basically get a LLM without any training/RL here. See: https://x.com/i/status/2076344798525460581
comment by vkaku · 2026-07-13 · in Ask HN: What Are You Working On? (July 2026) -
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TinyToT – Tree of Thoughts Inference Serverstory by vkaku · 2026-07-10 · 1 comment