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Bringing Nunchaku 4-bit Diffusion Inference to Diffusers
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• • 65Peter Lodri PRO
PeetPedro
AI & ML interests
BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems
Recent Activity
updated a dataset about 2 hours ago
PeetPedro/ultrawhale-dogfood repliedto their post about 9 hours ago
# 🌌 PeetPedro — Hugging Face Sovereign AI Profile
**Identity:** Peter Lodri (`PeetPedro` / `pocok0xRE` / `0xp3t3rl`)
**Focus:** BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems
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## 🚀 Spaces & Models
- **[PeetPedro/axiom-quant-demo](https://huggingface.co/spaces/PeetPedro/axiom-quant-demo)**: Live Gradio interactive space demonstrating BitNet b1.58 ternary weight operator algebra and SIMD contractions.
---
## 📊 Datasets & Research Papers
- **[PeetPedro/axiom-quant-constellation](https://huggingface.co/datasets/PeetPedro/axiom-quant-constellation)**: Research monograph series PDF, TeX sources, and 7 high-resolution architectural infographics.
- **[PeetPedro/ultrawhale-dogfood](https://huggingface.co/datasets/PeetPedro/ultrawhale-dogfood)**: 24.8 MB synthetic Q&A fine-tuning dataset for BitNet b1.58 dogfooding.
- **[PeetPedro/kompress-ultra-bitnet-benchmarks](https://huggingface.co/datasets/PeetPedro/kompress-ultra-bitnet-benchmarks)**: Layer-by-layer weight sparsity & SVD energy decay JSON metrics.
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## 🌐 External Constellation Links
- **Public Innovation Portal:** https://portail-vaked-dev.pages.dev/showcase.html
- **WASM SIMD Sandbox:** https://portail-vaked-dev.pages.dev/sgc_wasm_demo.html
- **Research Monographs:** https://axiomquant.org/
- **GitHub:** https://github.com/peterlodri-sec
*the constellation · 0 + 1 · fine touch from within · vaked.dev* repliedto their post about 17 hours ago
# 🌌 PeetPedro — Hugging Face Sovereign AI Profile
**Identity:** Peter Lodri (`PeetPedro` / `pocok0xRE` / `0xp3t3rl`)
**Focus:** BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems
---
## 🚀 Spaces & Models
- **[PeetPedro/axiom-quant-demo](https://huggingface.co/spaces/PeetPedro/axiom-quant-demo)**: Live Gradio interactive space demonstrating BitNet b1.58 ternary weight operator algebra and SIMD contractions.
---
## 📊 Datasets & Research Papers
- **[PeetPedro/axiom-quant-constellation](https://huggingface.co/datasets/PeetPedro/axiom-quant-constellation)**: Research monograph series PDF, TeX sources, and 7 high-resolution architectural infographics.
- **[PeetPedro/ultrawhale-dogfood](https://huggingface.co/datasets/PeetPedro/ultrawhale-dogfood)**: 24.8 MB synthetic Q&A fine-tuning dataset for BitNet b1.58 dogfooding.
- **[PeetPedro/kompress-ultra-bitnet-benchmarks](https://huggingface.co/datasets/PeetPedro/kompress-ultra-bitnet-benchmarks)**: Layer-by-layer weight sparsity & SVD energy decay JSON metrics.
---
## 🌐 External Constellation Links
- **Public Innovation Portal:** https://portail-vaked-dev.pages.dev/showcase.html
- **WASM SIMD Sandbox:** https://portail-vaked-dev.pages.dev/sgc_wasm_demo.html
- **Research Monographs:** https://axiomquant.org/
- **GitHub:** https://github.com/peterlodri-sec
*the constellation · 0 + 1 · fine touch from within · vaked.dev*Organizations
upvoted an article 18 days ago