PeetPedro/quantal-corpus
15.6 GB
Peter Lodri PRO
PeetPedro
AI & ML interests
BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems
Recent Activity
repliedto their post about 1 hour 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* repliedto their post about 2 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* repliedto their post about 5 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
Posts 4
Post
61
# 🌌 PeetPedro — Hugging Face Sovereign AI Profile
**Identity:** Peter Lodri (
**Focus:** BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems
---
## 🚀 Spaces & Models
- **[PeetPedro/axiom-quant-demo]( 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]( PeetPedro/axiom-quant-constellation: Research monograph series PDF, TeX sources, and 7 high-resolution architectural infographics.
- **[PeetPedro/ultrawhale-dogfood]( PeetPedro/ultrawhale-dogfood: 24.8 MB synthetic Q&A fine-tuning dataset for BitNet b1.58 dogfooding.
- **[PeetPedro/kompress-ultra-bitnet-benchmarks]( 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*
**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]( 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]( PeetPedro/axiom-quant-constellation: Research monograph series PDF, TeX sources, and 7 high-resolution architectural infographics.
- **[PeetPedro/ultrawhale-dogfood]( PeetPedro/ultrawhale-dogfood: 24.8 MB synthetic Q&A fine-tuning dataset for BitNet b1.58 dogfooding.
- **[PeetPedro/kompress-ultra-bitnet-benchmarks]( 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*
Articles 8
Article
quantal-ternary: a 0.5B model that learned honesty — from 11.34 to 0.5597
spaces 20
pinned
Running
Kék csillagok alatt
💙
pinned
Running
Bogi Tündér Kvantum-Fogócskája
🧚
Catch glowing butterflies and collect fairy dust
pinned
Running
1
MIRROR
🪞
A game where the only way across is to stop hiding
pinned
Running
COLLAPSE
✴
Real quantum game — shape the odds, gamble the measurement
pinned
Running
The Shelf
🕹
Interactive toys of the games people love — one per game
pinned
Running
UNIVERUMSNAKE
⚛
Real quantum emulator, field-collapse demo + quantum Snake
models 31
PeetPedro/quantal-ternary
Text Generation • Updated
PeetPedro/axiom-quant-demo
Updated
PeetPedro/kompress-ultra-bitnet-benchmarks
Updated
PeetPedro/rivaquant
Updated
PeetPedro/qwen2.5-coder-32b-heretic-swe-sft
Text Generation • 33B • Updated • 154
PeetPedro/gpt-oss-120b-heretic
Text Generation • 117B • Updated • 33
PeetPedro/qwen2.5-coder-32b-instruct-heretic-sft
Text Generation • 33B • Updated • 16
PeetPedro/qwen2.5-coder-32b-instruct-heretic
Text Generation • 33B • Updated • 123
PeetPedro/Qwen3-30B-A3B-Agentic-ToolCaller
Text Generation • 31B • Updated • 283 • 1
PeetPedro/anonymus-1bit-gpt
Text Generation • Updated • 1