#Base-Optimized Pairs

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dusky nacelle
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Starting a thread on base models + optimized pairs for an OpenClaw-native model.

Objective

  • find strong base models
  • find successful fine-tunes / derivatives built from them
  • understand what each pair is optimized for
  • narrow down candidates for an OpenClaw-focused model

Examples (what to include)

  • base model
  • fine-tuned / derived model
  • what it was optimized for
  • why it improved on the base
  • size / compute needs
  • license
  • why / how it may fit OpenClaw

Key question: which base models are most reused, and which optimized descendants seem closest to what we want?

Qs for Volunteers

  • what parts can people own here?
    • base model research
    • model-pair comparison
    • benchmark review
    • KPIs and feature extraction
    • licensing review
    • compute / infra estimates
    • dataset ideas
    • tools and skills
    • writing up findings into a short white paper
honest pulsar
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Name suggestion

  • ecdysis

the process of shedding the old skin (in reptiles) or casting off the outer cuticle (in insects and other arthropods)
Structure suggestions

  • Webpage that requires people to apply to contribute, free to view. This will align participants into roles naturally to complete the whitepaper.

Each user has a contribution percentile like a leaderboard that drives competition. This will accelerate growth.

dusky nacelle
last coral
dusky nacelle
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Thoughts on ψClaw aka PsiClaw / psiClaw?

ψ = psi = mind / soul

sage wolf
pale anvil
last coral
last coral
#

What minimax did need to be study

sleek void
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idk what im doing but i just asked it to do what you said, its a little messed up, brain idea is based on brain outside of prompt not the one another prompt is based hmm ill fix it

#

can i ask if theres any RAID type design for problem solving... ill put it in and see but(fusion maybe but not really what i mean).. but i like to think aloud... currently i have it do like the whole brain stem and fire everything and i think fusion helps it and having a specific problem maybe direction all the firings... hmm maybe i already do it

last coral