Five ways to inspect a model - a alphabell Collection

alphabell 's Collections

MOSS Image layout: models, editor and blind check

DeepSeek Flash 1017: scores and source files

Nanbeige and Qwen: two attention paths

Five ways to inspect a model

Flint Arcade: games and repair traces

Flint builders: runtimes, quants and debugging

Qwen Open 27B: model and evaluations

Five ways to inspect a model

updated 4 days ago

Five measured experiments, exact CPU reproduction, real music clips and matched Flint/Qwen Open Q4_1 and Q8_0 checkpoints.

Running

Model Observatory

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Flint/Qwen traces and Nanbeige/Qwen architecture

Note Five experiments, 60 study generations, exact replay of all 24 full captures and real audio/video clips.
alphabell/Flint-Matched-GGUF

Text Generation • 40B • Updated 4 days ago • 123

Note The exact pure Q4_1 and Q8_0 Flint files used in the blind and intervention studies.
alphabell/alphaBell-Qwen3.8-27B-Open-GGUF

Text Generation • 27B • Updated 4 days ago • 135

Note Matched Q4_1 and Q8_0 text-decoder files from the final alphaBell Qwen Open BF16 checkpoint.