Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up
Taiko Toeda's picture
🤝 Open to Collab

Taiko Toeda

moebiusT7
1
https://mobius.style/
  • TaikoToeda
  • mobius-style
  • taiko-toeda

AI & ML interests

Focus areas • Reviewable-by-design inquiry & reflective traceability • Boundary/interface discipline for evolving agent systems • Alignment as revisable inquiry under reflective constraints • Digital governance, public finance, and administrative DX

Recent Activity

new activity 2 days ago
google/gemma-4-12B-it:Measured: MTP depth N=6 gives ~2.5x decode throughput on QAT Q4_0, at -0.83pt quality (single RTX 5070 Ti)
updated a dataset 17 days ago
moebiusT7/gemma4-quant-regime-study
updated a model 17 days ago
moebiusT7/gemma-4-12b-mobius-custom
View all activity

Organizations

None yet

spaces 1

Running

Mobius — Governance Before Generation

🛡

Quarantine secrets and injections before a model reads

17 days ago

models 1

moebiusT7/gemma-4-12b-mobius-custom

Text Generation • 12B • Updated 17 days ago • 291

datasets 5

moebiusT7/gemma4-quant-regime-study

Preview • Updated 17 days ago • 73

moebiusT7/gemma4-mtp-quality-study

Updated 20 days ago • 48

moebiusT7/mmv-wiki-index-zh

Preview • Updated Jun 19 • 13

moebiusT7/mmv-wiki-index-ja

Preview • Updated Jun 19 • 14

moebiusT7/mmv-wiki-index

Viewer • Updated May 30 • 5.46M • 27
Company
TOS Privacy About Careers
Website
Models Datasets Spaces Pricing Docs