Evidaxis

OpenRLHF

repo
Post-training & Alignment · n = 14 · OpenRLHF/OpenRLHF
Single-axis · conf low
momentum
momentum 12.5 of 100 12.5 /100
momentum
12.5/100
pctile
p0
convergence gate
Convergence gate: velocity only, citation axis absent × ∅
gate
0 of 2 axes

velocity only, citation axis absent.

gate shut
position in cohort distribution one of 14 in cohort
percentile 0 within cohort p25 p50 p75 p0 p100
percentile
p0
momentum is the combined velocity and citation signal, percentile within cohort
velocity z
velocity z gaugevelocity z-3.00 within cohort, log-slope -0.051/wk.0-3.00
velocity z
-3.00 σ
slope
-0.051/wk
log-slope -0.051/wk
convergence planefull gate = rising
OpenRLHF on the convergence plane OpenRLHF at velocity z -3.00 and citation z no axis, against 0 dual-axis cohort peers. single-axis: citation axis absent, excluded from the plane. z>=1 median velocity z → citation z ↑
velocity z
-3.00
citation z
no axis
peers
13

single-axis: citation axis absent, excluded from the plane.

citation z no citation axis
cohort
14
systems measured
weekly commits
0.8
not rising
total citations
n/a
no axis
momentum
12.5
percentile p0
commit heatmap, last 26 weeks0.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 9 in a week, 16 active weeks, 65 total.week 1: 0 commitsweek 2: 4 commitsweek 3: 0 commitsweek 4: 4 commitsweek 5: 2 commitsweek 6: 5 commitsweek 7: 9 commitsweek 8: 8 commitsweek 9: 6 commitsweek 10: 8 commitsweek 11: 5 commitsweek 12: 0 commitsweek 13: 3 commitsweek 14: 1 commitsweek 15: 0 commitsweek 16: 2 commitsweek 17: 0 commitsweek 18: 4 commitsweek 19: 1 commitsweek 20: 0 commitsweek 21: 0 commitsweek 22: 1 commitsweek 23: 2 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
9
active
16
total
65
citations by yearno axis

OpenRLHF holds an Evidaxis momentum score of 12.5 of 100 on methodology m2, snapshot 2026-08-08, measured within the Post-training & Alignment cohort (n = 14). No axis is currently rising within the cohort, and no second (citation) axis is available, so it sits below the two-axis gate.

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 -3.66, regime reversing. prior slope +0.012, recent slope -0.043 per week. +0.012prior 39w-0.043recent 13w-3.66×
swing
-3.66×
regime
reversing
windows
13w vs 39w
snapshot 1 of 1 · · m2
commit-axis Sharpe log-linear slope over residual std, value -0.010 with 95% CI -0.029 to +0.009, 50 degrees of freedom. CI spans zero.0-0.01095% CI -0.029, +0.009-0.029+0.009
sharpe
-0.010
95% ci
-0.029, +0.009
dof
50
snapshot 1 of 1 · · m2
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 · · m2
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m2
gate ETA reserved

reserved: needs snapshot history (1 snapshot exists)

status
reserved
value
insufficient history
snapshot 1 of 1 · · m2
methodology gate snapshot 1 of 1 · · m2
commit weeks
52
citation years
2
shipped
3
reserved
3

shipped

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

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m2

Verdict

OpenRLHF is tracked. No axis is currently rising relative to its cohort, and it has no second (citation) axis available.

Path to Rising: needs development velocity to recover (at least 5 commits per week and a positive within-cohort slope); its citation history to mature (at least 3 completed years) and rise.

Sources

OpenRLHF/OpenRLHF development-velocity axis
OpenAlex paper citation-momentum axis

Embed this badge

Evidaxis single-axis, OpenRLHF
[![Evidaxis: OpenRLHF](https://evidaxis.org/badge/e_MDD4QDWH205/2026-w32.svg)](https://evidaxis.org/e/e_MDD4QDWH205)

Others in Post-training & Alignment

AReaL Post-training & Alignment
Single-axis
21
p23
vel -2.31 cit no axis
axis dials
-2.31 n/a
Axolotl Post-training & Alignment
Single-axis
47
p38
vel -0.24 cit no axis
axis dials
-0.24 n/a
LLaMA-Factory Post-training & Alignment
Single-axis
50
p46
vel -0.01 cit no axis
axis dials
-0.01 n/a
ms-swift Post-training & Alignment
Single-axis
50
p54
vel -0.02 cit no axis
axis dials
-0.02 n/a
NeMo-RL Post-training & Alignment
Watch
88
p100
vel +3.01 cit no axis
axis dials
+3.01 n/a
Open R1 Post-training & Alignment
Single-axis
53
p62
vel +0.23 cit no axis
axis dials
+0.23 n/a

Full Post-training & Alignment cohort →

entity_id e_MDD4QDWH205 methodology m2 snapshot 035a72a81e59 period 2026-w32 record JSON ↓ source snapshot

Score derived from public data on Evidaxis methodology m2, never edited by hand. Cite as: “Evidaxis, OpenRLHF, entity e_MDD4QDWH205, snapshot 2026-w32.”

Durable reference (format-independent): urn:evidaxis:claim:e_MDD4QDWH205:m2:2026-08-08