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Download experiments/articles/README.md from alphabell/Model-Observatory: direct link, hf CLI and curl.
- Browser
- Download file 1.29 kB
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https://huggingface.co/spaces/alphabell/Model-Observatory/resolve/main/experiments/articles/README.md
- Command line
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hf download hf://spaces/alphabell/Model-Observatory/experiments/articles/README.md
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curl -L -o README.md https://huggingface.co/spaces/alphabell/Model-Observatory/resolve/main/experiments/articles/README.md
1.29 kB
alphaBell experiment articles
Five technical articles accompany the interactive experiments. Each links to the direct static application so case selection works outside the Hugging Face wrapper.
| Article | Experiment | Core observation |
|---|---|---|
| One word changed | Routing comparison | A changed answer can preserve the selected expert set at a particular block. |
| Spot the 4-bit model | Blind Q4_1/Q8_0 comparison | Eleven of twelve captured answer pairs were identical. |
| What else broke? | Controlled FFN activation scaling | Output changes coexisted with an unchanged four-of-six pass count. |
| Correction detective | Current and original facts | Both models passed all six short correction and recall cases. |
| A model, heard | Capture sonification | An explicit deterministic mapping turns 103 real token frames into audio. |
The companion results file includes experiment prompts, outputs, checks and provenance. The capture manifest identifies the sonification inputs.