Evidaxis
Dated record

Trinity-RFT

repo · Post-training & Alignment, n = 16 · agentscope-ai/Trinity-RFT · paper: W4415330145 · as of

0.7 commits/week averaged over the trailing window (niche median 12). OpenAlex paper linked; citation reading not captured. Dependents: no reading captured in the partition. 708 GitHub stars, recorded, not scored. Measured for Trinity-RFT as of 2026-10-10; sources: GitHub, OpenAlex and deps.dev where linked.

commits/wk 0.7 averaged, trailing window niche median 12 (n = 16) last commit week 2026-10-04 measured · GitHub ·
citations not captured this week all years, indexed to date niche median 11.5 (n = 4) no reading · OpenAlex ·
direct dependents not captured this week partition 2026-10-10 niche median 4.5 (n = 6) no reading · deps.dev snapshot ·
stars 708 recorded, not scored niche median 10,437.5 (n = 16) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is Trinity-RFT still maintained?

0.7 commits per week averaged over the trailing window, under the 5-per-week vote threshold (niche median 12/wk).

GitHub averaged 0.7 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-10-04; 1 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: 0 · vs 26 weeks earlier: 0 · 52-week range: 0 to 13 commits in an individual week.

line chart: Trinity-RFT, weekly commits, 0 in latest week vs niche median 1, 2025-10-19 to 2026-10-11
Trinity-RFT averaged 0.7 commits a week, 0.1 times the niche median of 12. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-230036.5
2026-08-300030.25
2026-09-0611.7527
2026-09-1300.7533.25
2026-09-200035.25
2026-09-2741.7537
2026-10-041036
2026-10-11002.25
heatmap chart: Trinity-RFT, weeks with commits, 19 of 26, 2026-04-19 to 2026-10-11
19 of the last 26 captured weeks had commits for Trinity-RFT. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-197
2025-10-2613
2025-11-0212
2025-11-098
2025-11-168
2025-11-2312
2025-11-309
2025-12-0710
2025-12-148
2025-12-217
2025-12-285
2026-01-049
2026-01-119
2026-01-185
2026-01-256
2026-02-015
2026-02-089
2026-02-150
2026-02-222
2026-03-012
2026-03-082
2026-03-150
2026-03-222
2026-03-292
2026-04-055
2026-04-120
2026-04-192
2026-04-261
2026-05-032
2026-05-104
2026-05-177
2026-05-2411
2026-05-3110
2026-06-073
2026-06-147
2026-06-217
2026-06-282
2026-07-051
2026-07-121
2026-07-193
2026-07-261
2026-08-020
2026-08-091
2026-08-160
2026-08-230
2026-08-300
2026-09-061
2026-09-130
2026-09-200
2026-09-274
2026-10-041
2026-10-110

GitHub commit_activity · period 2025-10-19 to 2026-10-11 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version ad5e404d4f82-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0.7-0.1-2.20.7 to 9.2GitHub, trailing 12 weeks2026-10-10Public query0.9
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-10Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-10Public queryno reading
Daily dependents (unscored)0no readingno reading0 to 0deps.dev REST, unscored2026-w41Public query0
Stars7088no reading662 to 708GitHub stars, unscored2026-10-10Public query705

Evidaxis snapshot · period 2026-10-10 · n = 1 system · method source linked readings · updated · version ad5e404d4f82-b1

How many citations does Trinity-RFT have?

A paper is linked in OpenAlex, but no citation reading was captured.

OpenAlex citing works by completed calendar year
YearCiting works
Total indexed to date, including current yearno reading

OpenAlex · period 2026-10-10 to 2026-10-10 · n = 0 years · method completed calendar years · updated · version ad5e404d4f82-b1 · CSV by year

Other indexes count differently. A citation count is the number of citing works an index links to a record on a date; this page counts OpenAlex links to W4415330145 as of 2026-10-10. Check the same work: OpenAlex W4415330145 · Semantic Scholar search · Google Scholar search. Seeing a different number? Report the missing work id.

How to cite Trinity-RFT's record?

Evidaxis. Trinity-RFT measurement record. Snapshot 2026-10-10. urn:evidaxis:claim:e_DQT3XHMXA2C:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_DQT3XHMXA2C/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-b1

Is anyone using Trinity-RFT?

Direct dependents: no reading captured in partition not captured; the value is missing, not zero.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partitionno reading0m4 own packages

Daily dependents (unscored): 0. 708 GitHub stars, recorded, not scored.

sparkline chart: Trinity-RFT, daily dependents, 0, 2026-w27 to 2026-w41
Trinity-RFT recorded 0 daily dependents (unscored); daily niche median not measured. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w270
2026-w280
2026-w290
2026-w300
2026-w310
2026-w320
2026-w330
2026-w340
2026-w350
2026-w360
2026-w370
2026-w380
2026-w390
2026-w400
2026-w410

deps.dev · period 2026-10-10 · n = 0 partitions · method m4 own packages · updated · version ad5e404d4f82-b1 · CSV

How does Trinity-RFT compare with its niche?

16 systems in Post-training & Alignment; niche median 12 commits per week. The reader chooses the sort order.

dot plot chart: Trinity-RFT, averaged commits per week, 0.7 vs niche median 12, 2026-10-10
Trinity-RFT at 0.7 commits a week among 16 systems; niche median 12. GitHub, current cohort · .
All 16 systems, alphabetical; choose a heading to sort
AReaL9.8no readingno reading5,828
ART19.6no reading110,794
Axolotl14.2no reading212,556
LLaMA-Factory2.7402475,423
ms-swift25.6no reading515,823
NeMo-RL31.3no readingno reading2,058
Open R10.2no readingno reading26,478
Open-Instruct2.8no readingno reading3,896
OpenRLHF2.911no reading10,081
prime-rl33no readingno reading2,154
ROLL0.51no reading3,419
Search-R1012no reading5,496
Trinity-RFT0.7no readingno reading708
TRL42.8no reading15419,494
Unsloth641.2no reading2177,843
verl24.1no readingno reading23,834

Evidaxis snapshot · period 2026-10-10 · n = 16 systems · method medians of measured values · updated · version ad5e404d4f82-b1 · CSV for this niche

What changed since the last snapshot?

2 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: Trinity-RFT, changed published values, 2, 2026-10-03 to 2026-10-10
2 published values changed for Trinity-RFT since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week0.90.7-0.2
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars7057083

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 17 partitions · method paired snapshot values · updated · version ad5e404d4f82-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-10-10 · n = 1 system · method CC0-1.0 open export · updated · version ad5e404d4f82-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for Trinity-RFT, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksno reading captured for the linked work
Direct dependentsno partition

Direct dependents: no reading captured in partition not captured; the value is missing, not zero.

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-10-10 · n = 1 system · method measurement coverage · updated · version ad5e404d4f82-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 15 weekly observations; minimum 4. Axis coverage: 1 of 3 axes measurable. Gate: not computable - 1 of 3 axes measurable

Gate: not computable - 1 of 3 axes measurable

Trinity-RFT

repo
Post-training & Alignment · n = 16 · agentscope-ai/Trinity-RFT
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

· Evidaxis snapshot · 2026-10-10
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 16 in cohort
percentile 13 within cohort p25 p50 p75 p0 p100
percentile
p13
· Evidaxis snapshot · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-0.95 within cohort, log-slope -0.065/wk.0-0.95
velocity z
-0.95 σ
slope
-0.065/wk
· Evidaxis snapshot · 2026-10-10
log-slope -0.065/wk
citation z Citation axis: no observation data.
direct-dependents z Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.
cohort
16
systems measured
weekly commits
0.7
Development velocity axis: measured.
total citations
no reading
Citation axis: no observation data.
momentum
38.1
percentile p13
commit heatmap, last 26 weeks0.7/wk
weekly commits, 26 weeks26 weeks of commits, peak 11 in a week, 19 active weeks, 69 total.week 1: 2 commitsweek 2: 1 commitsweek 3: 2 commitsweek 4: 4 commitsweek 5: 7 commitsweek 6: 11 commitsweek 7: 10 commitsweek 8: 3 commitsweek 9: 7 commitsweek 10: 7 commitsweek 11: 2 commitsweek 12: 1 commitsweek 13: 1 commitsweek 14: 3 commitsweek 15: 1 commitsweek 16: 0 commitsweek 17: 1 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 1 commitsweek 22: 0 commitsweek 23: 0 commitsweek 24: 4 commitsweek 25: 1 commitsweek 26: 0 commits
weeks
26
peak/wk
11
active
19
total
69
· Evidaxis snapshot · 2026-10-10
citations by yearCitation axis: no observation data.
Daily dependents count (unscored) 0 dependents 0 direct · pypi/trinity-rft · deps.dev · the scored m4 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +0.57, regime recent slope below prior window. prior slope -0.031, recent slope -0.018 per week. -0.031prior 39w-0.018recent 13w+0.57×
swing
+0.57×
regime
recent slope below prior window
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value -0.061 with 95% CI -0.088 to -0.034, 50 degrees of freedom. CI spans zero.0-0.06195% CI -0.088, -0.034-0.088-0.034
sharpe
-0.061
95% ci
-0.088, -0.034
dof
50
snapshot 1 of 1 · · m4
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 · · m4
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m4
methodology gate snapshot 1 of 1 · · m4
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 17 of 17 · · m4

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.

Coverage state
below_floor
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
0
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
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

Peer signals
SystemMomentumPercentile
AReaL46.640
ART66.393
Axolotl55.673
LLaMA-Factory24.20
ms-swift42.833
NeMo-RL66.287
Open R150.760
Open-Instruct38.427
OpenRLHF48.247
prime-rl62.580
ROLL38.220
Search-R153.367
Trinity-RFT38.113
TRL49.653
Unsloth82100
verl36.37

Evidaxis · period 2026-10-10 · n = 1 system · method measurement detail · updated · version ad5e404d4f82-b1 · record JSON · snapshot receipt