PUMA Vault
Search
Buscar
Modo oscuro
Modo claro
Explorador
Etiqueta: reproducibility
35 artículos con esta etiqueta.
15 jun 2026
Literature Note — AI for Scientific Discovery is a Social Problem
literature-note
ai-science
social-problem
governance
reproducibility
puma
academic-writing
ai-ethics
architecture
bibliography
citation
dataset
effort-estimation
ethics
human-in-the-loop
jira
moc
project-management
research
sprint
story-points
tawos
15 jun 2026
Reproducibility of LLM Studies in Software Engineering
literature
reproducibility
llm
se
benchmark
puma-core
academic-writing
api
architecture
bibliography
citation
code-review
critical-thinking
effort-estimation
github
keshav
literature-note
literature-review
moc
obsidian
permanent-note
reading-method
red-teaming
research
slr
software-engineering
story-points
vault
zettelkasten
15 jun 2026
The PRISMA 2020 Statement: An Updated Guideline for Reporting Systematic Reviews
literature
prisma
prisma-2020
systematic-review
reporting-guideline
transparency
reproducibility
puma-core
academic-writing
research
literature-review
flow-diagram
literature-note
moc
15 jun 2026
🎬 Videos — Local LLMs, Ollama & Hardware
videos
ollama
local-llm
hardware
mac-mini
reproducibility
puma
anthropic
api
dev-tools
devops
docker
effort-estimation
gpt
ide
literature-note
llm
lm-studio
mcp
metrics
moc
openai
opencode
para
precision-recall
privacy
protocol
software-engineering
story-points
workflow
15 jun 2026
LN-Tools — Ollama model management: ollama list/pull/rm plus PUMA wrappers puma…
literature-tools
puma
reference
reproducibility
ollama
15 jun 2026
LN-Tools — Reproducibility is enforced by puma validate-baseline, which re-runs a…
literature-tools
puma
engine
mae
reproducibility
baseline
release
15 jun 2026
PN — The reproducibility contribution is grounded on Angermeir et al
permanent-note
puma
reference
reproducibility
15 jun 2026
Local LLM inference trades capability ceiling for reproducibility, privacy, and zero marginal cost
permanent-note
llm
local-inference
reproducibility
sustainability
puma
anthropic
api
benchmark
carbon-footprint
code-review
critical-thinking
effort-estimation
embeddings
falsifiability
github
gpt
llama
local-llm
meta
mistral
moc
ollama
openai
popper
privacy
project-management
rag
reasoning
red-teaming
retrieval
software-engineering
story-points
vector-db
15 jun 2026
PN — Reproducibility gap: in the most complete field review (85 papers across…
permanent-note
puma
methodology
reproducibility
15 jun 2026
PUMA tool selection follows a hierarchy: reproducibility first, then capability, then convenience
permanent-note
tool-selection
reproducibility
local-inference
puma-design
api
architecture
autogen
code-review
effort-estimation
embeddings
github
gpt
langgraph
llama
llm
lm-studio
local-llm
meta
metrics
mistral
moc
ollama
openai
precision-recall
pydantic
python
rag
retrieval
story-points
vector-db
15 jun 2026
PN — Bit-exact reproducibility is guaranteed in warm state via seed=42,…
permanent-note
puma
reference
reproducibility
ollama
15 jun 2026
PN — The maintenance reproducibility guarantee rests on fixed seed=42 and…
permanent-note
puma
reference
reproducibility
carbon
codecarbon
baseline
15 jun 2026
PN — The experiment is a reduced factorial design with two main independent…
permanent-note
puma
methodology
mae
reproducibility
sustainability
prompting
15 jun 2026
PN — Reproducibility uses five mechanisms: fixed seed=42 propagated everywhere,…
permanent-note
puma
methodology
reproducibility
15 jun 2026
PN — Run the canonical baseline via puma run…
permanent-note
puma
reference
triage
f1-macro
reproducibility
jira
15 jun 2026
PN — Carbon footprint is measured with an offline emissions tracker activated…
permanent-note
puma
methodology
reproducibility
carbon
15 jun 2026
PN — The artifact is built with Spec-Driven Development, where versioned…
permanent-note
puma
methodology
reproducibility
json-schema
15 jun 2026
PN — Open-science stance
permanent-note
puma
methodology
reproducibility
dataset
vault
release
15 jun 2026
RES — The canonical triage baseline (3B + contextual-anchoring, N=200) achieves…
result-note
puma
methodology
triage
f1-macro
reproducibility
contextual-anchoring
15 jun 2026
RES — Estimated against frontier commercial models, the local 3B model's…
result-note
puma
methodology
reproducibility
15 jun 2026
RES — All five MVP acceptance criteria are met comfortably (F1-macro, MAE,…
result-note
puma
methodology
f1-macro
mae
reproducibility
hypothesis
15 jun 2026
RES — Three consecutive warm-state runs of the canonical config produce…
result-note
puma
methodology
f1-macro
mae
reproducibility
latency
15 jun 2026
RES — Bit-exact warm-state reproducibility for non-trivial local-LLM tasks is a…
result-note
puma
methodology
reproducibility
local-llm
15 jun 2026
RES — Reproducibility is achieved by design with seed=42 and temperature=0.0…
result-note
puma
engine
reproducibility
metrics
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 — MVP acceptance is quantitative, verified at end of stage 2
decision-note
puma
methodology
f1-macro
mae
reproducibility
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 — Carbon conversion defaults to country_iso=ESP (Spain) for reproducibility…
decision-note
puma
engine
reproducibility
carbon
15 jun 2026
ARCH — A catalogue of 63 Manim animation clips was produced for the dissemination…
artifact-note
puma
reference
wilcoxon
reproducibility
architecture
15 jun 2026
ARCH — PUMA Info is documented by a separate Wiki repository (~20+ pages
artifact-note
puma
reference
reproducibility
architecture
15 jun 2026
MED — The whiteboard toolchain is version-pinned for reproducibility (node…
artifact-note
puma
media
reproducibility
15 jun 2026
PH — The implementation contract enforced spec-first development, per-phase…
phase-note
puma
project-history
reproducibility
determinism
15 jun 2026
ChatGPT — Dataset Preparation Protocol for PUMA
prompt
chatgpt
dataset
jira-sr
tawos
puma
reproducibility
agile
baseline
checklist
dsr
effort-estimation
embeddings
evaluation
few-shot
gpt
issue-triage
jira
llm
metrics
moc
openai
pipeline
precision-recall
prompt-engineering
prompt-template
python
research-methodology
sprint
story-points
template
triage
vector-db
06 abr 2026
ST: Reproducibility in LLM-SE Research — Structure Note
zettelkasten
structure-note
reproducibility
llm
se
puma
code-review
critical-thinking
effort-estimation
embeddings
github
index
local-llm
moc
ollama
rag
red-teaming
retrieval
software-engineering
story-points
vector-db
01 mar 2026
Ollama — Local LLM Inference Engine
tool
ollama
local-llm
inference
reproducibility
academic-writing
anthropic
api
architecture
automation
bdd
benchmark
bibliography
checklist
citation
data-formats
dataset
dev-tools
effort-estimation
github
ict
ide
issue-triage
json
literature-note
llama
llm
meta
metrics
mistral
non-parametric
opencode
precision-recall
project-management
python
reasoning
refactoring
research
research-tools
rest-api
sdd
semantic-scholar
software-engineering
spec-driven-development
statistics
story-points
testing
triage
wilcoxon