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Download assets/quantization_matrix.svg from mkzero/Cerebellum-2B-BF16: direct link, hf CLI and curl.
- Browser
- Download file 4.56 kB
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https://huggingface.co/mkzero/Cerebellum-2B-BF16/resolve/47a502bd635ddb4cab7f6a546208a6c1e4b2b67c/assets/quantization_matrix.svg
- Command line
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hf download hf://mkzero/Cerebellum-2B-BF16@47a502bd635ddb4cab7f6a546208a6c1e4b2b67c/assets/quantization_matrix.svg
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curl -L -o quantization_matrix.svg https://huggingface.co/mkzero/Cerebellum-2B-BF16/resolve/47a502bd635ddb4cab7f6a546208a6c1e4b2b67c/assets/quantization_matrix.svg
4.56 kB
| <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 880 360" width="100%" height="100%"> | |
| <defs> | |
| <linearGradient id="bgGrad3" x1="0" y1="0" x2="1" y2="1"> | |
| <stop offset="0%" stop-color="#0b0f19" /> | |
| <stop offset="100%" stop-color="#111827" /> | |
| </linearGradient> | |
| <linearGradient id="cardGrad1" x1="0" y1="0" x2="1" y2="1"> | |
| <stop offset="0%" stop-color="#1e293b" /> | |
| <stop offset="100%" stop-color="#0f172a" /> | |
| </linearGradient> | |
| <linearGradient id="cardGradHighlight" x1="0" y1="0" x2="1" y2="1"> | |
| <stop offset="0%" stop-color="#064e3b" stop-opacity="0.4" /> | |
| <stop offset="100%" stop-color="#0f172a" /> | |
| </linearGradient> | |
| </defs> | |
| <rect width="880" height="360" rx="14" fill="url(#bgGrad3)" stroke="#1e293b" stroke-width="1.5" /> | |
| <text x="40" y="44" fill="#f8fafc" font-size="20" font-weight="700" font-family="-apple-system, sans-serif">Production Quantization Matrix & The 9.1 MB Golden Rule</text> | |
| <text x="40" y="68" fill="#94a3b8" font-size="12.5" font-family="sans-serif">Zero decision degradation: Quantize 186 backbone layers, preserve 9.1MB dual heads in BF16</text> | |
| <!-- 3 Cards --> | |
| <g transform="translate(40, 95)"> | |
| <rect width="245" height="210" rx="10" fill="url(#cardGrad1)" stroke="#334155" stroke-width="1" /> | |
| <text x="20" y="32" fill="#94a3b8" font-size="12" font-weight="600" font-family="sans-serif">BASELINE REFERENCE</text> | |
| <text x="20" y="60" fill="#f8fafc" font-size="22" font-weight="700" font-family="sans-serif">BF16 Full</text> | |
| <text x="20" y="95" fill="#64748b" font-size="11" font-family="sans-serif">Model Storage</text> | |
| <text x="20" y="118" fill="#f1f5f9" font-size="18" font-weight="700" font-family="sans-serif">3.76 GB</text> | |
| <text x="20" y="145" fill="#64748b" font-size="11" font-family="sans-serif">Accuracy / Fidelity</text> | |
| <text x="20" y="165" fill="#10b981" font-size="14" font-weight="600" font-family="sans-serif">94.92% (100% Retained)</text> | |
| <text x="20" y="192" fill="#94a3b8" font-size="11" font-family="sans-serif">Best for: Research & Evaluation</text> | |
| </g> | |
| <g transform="translate(315, 95)"> | |
| <rect width="250" height="210" rx="10" fill="url(#cardGradHighlight)" stroke="#10b981" stroke-width="1.5" /> | |
| <rect x="150" y="15" width="85" height="20" rx="4" fill="#10b981" /> | |
| <text x="192" y="29" fill="#022c22" font-size="10" font-weight="700" text-anchor="middle" font-family="sans-serif">RECOMMENDED</text> | |
| <text x="20" y="32" fill="#34d399" font-size="12" font-weight="600" font-family="sans-serif">GPU CLOUD SERVING</text> | |
| <text x="20" y="60" fill="#f8fafc" font-size="22" font-weight="700" font-family="sans-serif">FP8 Native</text> | |
| <text x="20" y="95" fill="#64748b" font-size="11" font-family="sans-serif">Model Storage (-36.5%)</text> | |
| <text x="20" y="118" fill="#34d399" font-size="18" font-weight="700" font-family="sans-serif">2.39 GB</text> | |
| <text x="20" y="145" fill="#64748b" font-size="11" font-family="sans-serif">Max Probability Drift</text> | |
| <text x="20" y="165" fill="#34d399" font-size="14" font-weight="600" font-family="sans-serif">< 0.97% (100% Action Match)</text> | |
| <text x="20" y="192" fill="#cbd5e1" font-size="11" font-family="sans-serif">Best for: High-concurrency vLLM</text> | |
| </g> | |
| <g transform="translate(595, 95)"> | |
| <rect width="245" height="210" rx="10" fill="url(#cardGrad1)" stroke="#334155" stroke-width="1" /> | |
| <text x="20" y="32" fill="#a78bfa" font-size="12" font-weight="600" font-family="sans-serif">EDGE & LOCAL MAC</text> | |
| <text x="20" y="60" fill="#f8fafc" font-size="22" font-weight="700" font-family="sans-serif">INT8 Per-Channel</text> | |
| <text x="20" y="95" fill="#64748b" font-size="11" font-family="sans-serif">Model Storage (-40.7%)</text> | |
| <text x="20" y="118" fill="#a78bfa" font-size="18" font-weight="700" font-family="sans-serif">2.23 GB</text> | |
| <text x="20" y="145" fill="#64748b" font-size="11" font-family="sans-serif">Max Probability Drift</text> | |
| <text x="20" y="165" fill="#a78bfa" font-size="14" font-weight="600" font-family="sans-serif">< 0.39% (Minimal Drift)</text> | |
| <text x="20" y="192" fill="#94a3b8" font-size="11" font-family="sans-serif">Best for: Local Laptop & Edge</text> | |
| </g> | |
| <text x="440" y="332" fill="#94a3b8" font-size="11" text-anchor="middle" font-family="sans-serif">⭐ Dual Decision Heads (SetPointerHead + ActEscalateHead) weigh only 9.1MB total and are kept in full BF16.</text> | |
| </svg> |