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Etiqueta: decision-note
47 artículos con esta etiqueta.
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
15 jun 2026
DEBT — Sprint 10 (v3.1.0) completed academic documentation
decision-note
puma
reference
vault
quartz
sprint
15 jun 2026
DEBT — Sprint 11' replaced the obsolete Sprint 11 plan and discovered the…
decision-note
puma
reference
community
sprint
integrity
15 jun 2026
DEBT — Sprint 12 (v4.0.0) resolves D23-D26 via a mandatory E2E test…
decision-note
puma
reference
sprint
15 jun 2026
DEBT — The project adopts Transparent Technical Debt: every debt is logged as…
decision-note
puma
reference
technical-debt
15 jun 2026
DEBT — D23 (deferred): the Verifier and client hash predictions incompatibly
decision-note
puma
reference
verifier
sprint
15 jun 2026
DEBT — The share-results/E2E debts D24-D27 were resolved in v4.0.0
decision-note
puma
reference
carbon
codecarbon
15 jun 2026
DEBT — Two historical critical debts are resolved: D17 (deepseek-r1 <think>…
decision-note
puma
reference
sprint
15 jun 2026
DEBT — Active high-severity post-release debts cluster in Horizon H2 (v4.0.1…
decision-note
puma
reference
release
15 jun 2026
DEBT — D29 (deferred to Horizon H5): the estimation prediction-hash is…
decision-note
puma
reference
estimation
mae
15 jun 2026
DEBT — The published H1 triage test deviates from pre-registration: the intended…
decision-note
puma
engine
triage
baseline
15 jun 2026
DEBT — The published H2 estimation test is data-limited (debt D44)
decision-note
puma
engine
estimation
baseline
15 jun 2026
DEBT — PUMA maintains a transparent known-debt register
decision-note
puma
engine
estimation
verifier
determinism
15 jun 2026
DEBT — Reasoning-style output is handled by a strip_reasoning helper that removes…
decision-note
puma
engine
triage
ollama
15 jun 2026
PH — During investigation the author separated three intertwined sub-projects
decision-note
puma
project-history
agile
15 jun 2026
PH — The investigation rejected integrating ~9 reference repositories as code,…
decision-note
puma
project-history
ollama
15 jun 2026
PH — Four scoped project options were ranked by difficulty; the recommended…
decision-note
puma
project-history
benchmark
15 jun 2026
PH — The single most consequential pivot: the artifact was redefined from an…
decision-note
puma
project-history
prompting
benchmark
15 jun 2026
PH — The two benchmark tasks and datasets were locked
decision-note
puma
project-history
triage
estimation
f1-macro
mae
15 jun 2026
PH — A viability analysis resolved a key data-access risk by dropping…
decision-note
puma
project-history
dataset
15 jun 2026
PH — A planning-phase course-correction (responding to feedback on…
decision-note
puma
project-history
benchmark
local-llm
15 jun 2026
PH — The project identity settled on PUMA, with the acronym itself evolving…
decision-note
puma
project-history
15 jun 2026
PH — The design phase committed to a six/seven-layer decoupled architecture (L0…
decision-note
puma
project-history
ollama
docker
sqlite
architecture
15 jun 2026
PH — A critical comparison against a general-purpose LLM benchmark diagnosed…
decision-note
puma
project-history
few-shot
calibration
benchmark
fairness
15 jun 2026
PH — The design build was structured as eight internal phases F0-F7 (preflight…
decision-note
puma
project-history
dataset
benchmark
metrics
15 jun 2026
PH — The audit found the then-current main was a different pre-PUMA prototype…
decision-note
puma
project-history
15 jun 2026
PH — The design phase reaffirmed scope boundaries as deliberate exclusions
decision-note
puma
project-history
15 jun 2026
ADR — ADR-005 adopts two separate repositories (puma + puma-community) over…
decision-note
puma
reference
community
json-schema
15 jun 2026
ADR — Five puma-info ADRs (all accepted 2026-06-05) govern the media subproject
decision-note
puma
reference
docker
media