The documents of the bench

FoQLens is a language model whose weights are read at a precision set by the meaning of the query; its mechanism is FoQZones, focusable quantization zones. This is the documentation of the bench that tests it - the mechanism, the goals, the plan and every preregistration.

Every document below is a markdown file in the repository, and each link goes to its source.

The idea

• The precision regulator · docs/precision-regulator.md
• The glossary · docs/glossary.md
• The mathematics of the bench · docs/bench-math.md
• Zone strategies · docs/zone-strategies.md
• The .refocustensors model format · docs/refocustensors.md
• The kernel that reads the copy · docs/kernels.md
• Performance of the bench · docs/performance.md
• Problem statement · docs/problem-statement.md
• Goals · docs/goals.md
• Plan · docs/plan.md
• Hypotheses · docs/hypotheses.md

What the bench measures on

• The corpus · docs/corpus.md
• Invariants · docs/invariants.md
• Data sources · docs/data-sources.md
• The data of the runs · docs/data.md

Around it

• Visual metaphor · docs/visual-metaphor.md
• Prior art · docs/prior-art.md
• Reading notes · docs/reading-notes.md
• The station · docs/station.md

Preregistration

• Preregistration (English) · prereg/PREREGISTRATION.md
• Пререгистрация (original) · prereg/PREREGISTRATION.ru.md

Experiments

• E001 - uniform quantization on the corpus · experiments/E001-uniform-quantization/results.md
• E002 - uniform quantization with a working base precision D2 · experiments/E002-base-precision-d2/results.md
• E003 - the ladder over a calibrated base · experiments/E003-calibrated-base/results.md
• E004 - the address of a query · experiments/E004-question-address/results.md
• E005 - the precision map of a query · experiments/E005-precision-map/results.md
• E006 - retention of knowledge by the filter's map · experiments/E006-filter-map-retention/results.md