PUMA Vault
Search
Buscar
Modo oscuro
Modo claro
Explorador
Home
❯
30 Permanent
❯
38 Decisions
Carpeta: 30---Permanent/38-Decisions
19 artículos en esta carpeta.
15 jun 2026
DEC — Papers with Code registration became infeasible
decision-note
puma
reference
15 jun 2026
DEC — PUMA Info declares reproducibility honestly by artifact class: benchmark…
decision-note
puma
reference
reproducibility
benchmark
determinism
media
15 jun 2026
DEC — The work covers three interdependent PMO tasks (triage, estimation,…
decision-note
puma
methodology
triage
estimation
15 jun 2026
DEC — Scope is five stages of increasing complexity: stages 1-2 (triage,…
decision-note
puma
methodology
triage
estimation
15 jun 2026
DEC — MVP acceptance is quantitative, verified at end of stage 2
decision-note
puma
methodology
f1-macro
mae
reproducibility
baseline
15 jun 2026
DEC — The canonical baseline uses N=200 (deep validation of one config for tight…
decision-note
puma
methodology
baseline
sweep
15 jun 2026
DEC — A known limitation is imprecise GPU energy attribution via the local…
decision-note
puma
methodology
calibration
15 jun 2026
DEC — The implementation philosophy is 'harness engineering': effort…
decision-note
puma
methodology
15 jun 2026
DEC — Optimal model choice is task-specific, invalidating single-model…
decision-note
puma
methodology
15 jun 2026
DEC — A token-based economic valuation complements hour-based costing for…
decision-note
puma
methodology
15 jun 2026
DEC — Future work prioritizes inferential closure of H1/H2 against competitive…
decision-note
puma
methodology
triage
estimation
baseline
15 jun 2026
DEC — Future work includes multi-seed validation (3-5 additional seeds) to…
decision-note
puma
methodology
reproducibility
15 jun 2026
DEC — Future work includes family-specific output parsers to support reasoning…
decision-note
puma
methodology
15 jun 2026
DEC — Metrics are stored in a single flat (run_id, metric_name, value) table…
decision-note
puma
engine
metrics
15 jun 2026
DEC — SQLite was chosen over Postgres for zero-infrastructure single-file storage
decision-note
puma
engine
sqlite
integrity
15 jun 2026
DEC — Carbon conversion defaults to country_iso=ESP (Spain) for reproducibility…
decision-note
puma
engine
reproducibility
carbon
15 jun 2026
DEC — A triage run between an Ollama restart and an estimation validation…
decision-note
puma
engine
triage
estimation
mae
ollama
15 jun 2026
DEC — PUMA Community is a separate GitHub repo (single source of truth) with…
decision-note
puma
engine
dataset
baseline
community
15 jun 2026
DEC — puma share-results is dual-mode: --dry-run validates locally, runs a PII…
decision-note
puma
engine
sweep
integrity