Evidaxis

As of 2026-09-26: Open-Instruct (Post-training & Alignment) is under weekly measurement. Axis coverage: 1 of 3 axes measurable. Gate: not computable — 1 of 3 axes measurable

Open-Instruct

repo
Post-training & Alignment · n = 16 · allenai/open-instruct
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable — 1 of 3 axes measurable Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable — 1 of 3 axes measurable

Gate: not computable — 1 of 3 axes measurable
position in cohort distribution one of 16 in cohort
percentile 7 within cohort p25 p50 p75 p0 p100
percentile
p7
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.53 within cohort, log-slope -0.056/wk.0-1.53
velocity z
-1.53 σ
slope
-0.056/wk
log-slope -0.056/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
16
systems measured
weekly commits
3.1
Development velocity axis: measured.
total citations
n/a
Citation source: not measured.
momentum
30.9
percentile p7
commit heatmap, last 26 weeks3.1/wk
weekly commits, 26 weeks26 weeks of commits, peak 18 in a week, 22 active weeks, 146 total.week 1: 15 commitsweek 2: 15 commitsweek 3: 18 commitsweek 4: 12 commitsweek 5: 7 commitsweek 6: 7 commitsweek 7: 18 commitsweek 8: 2 commitsweek 9: 2 commitsweek 10: 1 commitsweek 11: 7 commitsweek 12: 3 commitsweek 13: 2 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 5 commitsweek 18: 1 commitsweek 19: 2 commitsweek 20: 7 commitsweek 21: 6 commitsweek 22: 0 commitsweek 23: 4 commitsweek 24: 2 commitsweek 25: 5 commitsweek 26: 5 commits
weeks
26
peak/wk
18
active
22
total
146
citations by yearCitation source: not measured.

Derived signals

second-order reads, computed from the published series

Three signals ship when the commit series is statistically sufficient; the rest are held in a reserved state until the data supports them. A reserved signal shows its reason, never a fabricated number. How these are computed.

recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio -4.40, regime recent slope sign differs from prior window. prior slope -0.029, recent slope +0.126 per week. -0.029prior 39w+0.126recent 13w-4.40×
swing
-4.40×
regime
recent slope sign differs from prior window
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value -0.053 with 95% CI -0.080 to -0.026, 50 degrees of freedom. CI spans zero.0-0.05395% CI -0.080, -0.026-0.080-0.026
sharpe
-0.053
95% ci
-0.080, -0.026
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. No significant changepoint detected (|delta slope| within the noise floor).no significant changepoint
changepoint
none detected
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m3

Measurement states

Open-Instruct is under weekly measurement. History: 13 weekly observations; minimum 4. Development velocity axis: measured. Citation source: not measured. Direct-dependents axis: outside the frozen panel; not measured. Gate: not computable — 1 of 3 axes measurable

Sources

allenai/open-instruct development-velocity axis

Others in Post-training & Alignment

AReaL Post-training & Alignment
1 of 3 axes measurable
47
p47
vel -0.26 cit no axis deps no axis
axis dials
-0.26 n/a n/a
ART Post-training & Alignment
1 of 3 axes measurable
76
p100
vel +2.11 cit no axis deps no axis
axis dials
+2.11 n/a n/a
Axolotl Post-training & Alignment
1 of 3 axes measurable
53
p60
vel +0.20 cit no axis deps no axis
axis dials
+0.20 n/a n/a
LLaMA-Factory Post-training & Alignment
1 of 3 axes measurable
29
p0
vel -1.67 cit no axis deps no axis
axis dials
-1.67 n/a n/a
ms-swift Post-training & Alignment
1 of 3 axes measurable
52
p53
vel +0.19 cit no axis deps no axis
axis dials
+0.19 n/a n/a
NeMo-RL Post-training & Alignment
1 of 3 axes measurable
75
p93
vel +1.97 cit no axis deps no axis
axis dials
+1.97 n/a n/a

Full Post-training & Alignment cohort →

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
n/a
Theil-Sen slope
n/a
Latest direct dependents
n/a
Confirmed-clean points
n/a
Reconstructed history points
n/a
As-of partition
n/a
Fragility veto
n/a
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Cite this measurement

Plain citation

Evidaxis. Open-Instruct measurement record. Snapshot 2026-09-26. https://evidaxis.org/e/e_QF7Y4CJ00Q4/ Concept DOI: 10.5281/zenodo.21076011.

BibTeX

@dataset{evidaxis_e_QF7Y4CJ00Q4_20260926,
  title = {Open-Instruct measurement record},
  publisher = {Evidaxis},
  year = {2026},
  url = {https://evidaxis.org/e/e_QF7Y4CJ00Q4/},
  doi = {10.5281/zenodo.21076011}
}

Download record (JSON)

entity_id e_QF7Y4CJ00Q4 methodology m3 snapshot 9d2fe956adbc period 2026-w39 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m3, never edited by hand. Cite as: “Evidaxis, Open-Instruct, entity e_QF7Y4CJ00Q4, snapshot 2026-w39.”

Durable reference (format-independent): urn:evidaxis:claim:e_QF7Y4CJ00Q4:m3:2026-09-26