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Peter Lodri PRO

PeetPedro
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https://mlxquantlovefrom.com

AI & ML interests

BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems

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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 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 --- ## 🚀 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*
updated a model about 10 hours ago
PeetPedro/kompress-ultra-bitnet-benchmarks
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