Evidaxis
Dated record

sentence-transformers

repo · huggingface/sentence-transformers · paper: not linked · as of

Niche: not yet assigned.

21.6 commits per week averaged over the trailing window. No paper is linked in OpenAlex. deps.dev: 2,899 direct dependents. 19,264 GitHub stars, recorded, not scored. Measured for sentence-transformers as of 2026-11-07; sources: GitHub, OpenAlex and deps.dev where linked. Source definitions and captured readings accompany these measurements.

commits/wk 21.6 averaged, trailing window last commit week 2026-11-01 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents 2,899 weekly axis input; partition 2026-11-07 measured · deps.dev snapshot ·
stars 19,264 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is sentence-transformers still maintained?

21.6 commits per week averaged over the trailing window.

GitHub averaged 21.6 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-11-01.

Commits in the latest captured week vs 4 weeks earlier: -21 · vs 26 weeks earlier: 9 · 52-week range: 0 to 64 commits in an individual week.

line chart: sentence-transformers, weekly commits, 16 in latest week, 2025-11-09 to 2026-11-01
sentence-transformers averaged 21.6 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-09-1326
2026-09-204
2026-09-270
2026-10-0437
2026-10-1158
2026-10-1836
2026-10-2527
2026-11-0116
heatmap chart: sentence-transformers, weeks with commits, 23 of 26, 2026-05-10 to 2026-11-01
23 of the last 26 captured weeks had commits for sentence-transformers. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-11-090
2025-11-168
2025-11-234
2025-11-3014
2025-12-078
2025-12-1415
2025-12-219
2025-12-2812
2026-01-042
2026-01-110
2026-01-180
2026-01-2514
2026-02-0119
2026-02-083
2026-02-1511
2026-02-226
2026-03-0136
2026-03-0829
2026-03-1533
2026-03-2237
2026-03-2964
2026-04-0530
2026-04-126
2026-04-1910
2026-04-262
2026-05-037
2026-05-1016
2026-05-171
2026-05-240
2026-05-3110
2026-06-0720
2026-06-1418
2026-06-2110
2026-06-280
2026-07-0542
2026-07-1240
2026-07-1928
2026-07-2634
2026-08-0228
2026-08-0947
2026-08-1611
2026-08-236
2026-08-3024
2026-09-0614
2026-09-1326
2026-09-204
2026-09-270
2026-10-0437
2026-10-1158
2026-10-1836
2026-10-2527
2026-11-0116

GitHub commit_activity · period 2025-11-09 to 2026-11-01 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 868e3c39d9c7-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week21.60-17.2 to 25.3GitHub, trailing 12 weeks2026-11-07Public query24.2
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-11-07Public queryno reading
Weekly direct dependents2,899no readingno reading2,899 to 2,899Weekly direct dependents2026-11-07Public queryno reading
Daily package dependents (unscored)3,112no readingno reading3,046 to 3,112deps.dev REST, unscored2026-11-06Public query3,101
Stars19,264no readingno reading19,124 to 19,264GitHub stars, unscored2026-11-07Public query19,238

Evidaxis snapshot · period 2026-11-07 · n = 1 system · method source linked readings · updated · version 868e3c39d9c7-b1

How to cite sentence-transformers's record?

Evidaxis. sentence-transformers measurement record. Snapshot 2026-11-07. urn:evidaxis:claim:e_BPNVXN41SXY:m5:2026-11-07. CC0-1.0. https://evidaxis.org/e/e_BPNVXN41SXY/

Evidaxis · period 2026-11-07 · n = 1 system · method claim URN · updated · version 868e3c39d9c7-b1

Is anyone using sentence-transformers?

deps.dev: 2,899 direct dependents.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition2,8991m5 own packages

deps.dev weekly direct dependents of the system's own packages. A package counts when it is declared in the system's own tree, published under that name and not attributed by deps.dev to another repository. Partition dates can repeat across snapshots. Package linkage is not uniformly verified: packages with no repository metadata (no_link) are unverified and remain admitted.

Daily package dependents (unscored): 3,112; captured 2026-11-06; package: pypi/sentence-transformers. deps.dev REST count for one identity-verified pinned package, captured daily and never scored. Its package scope differs from the weekly package union; neither value replaces the other. 19,264 GitHub stars, recorded, not scored.

sparkline chart: sentence-transformers, daily dependents, 3,112, 2026-w39 to 2026-w45
sentence-transformers recorded 3,112 daily dependents. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w393,046
2026-w403,054
2026-w413,077
2026-w423,087
2026-w433,100
2026-w443,109
2026-w453,112

deps.dev · period 2026-11-07 · n = 1 partition · method m5 own packages · updated · version 868e3c39d9c7-b1 · CSV

What changed since the last snapshot?

3 published readings changed between snapshots d1eb0cec0f6a and 868e3c39d9c7.

slope chart: sentence-transformers, changed published values, 2, 2026-10-31 to 2026-11-07
2 published values changed for sentence-transformers since 2026-10-31. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week24.221.6-2.6
Citing worksno readingno readingno reading
Weekly direct dependentsno reading2,899no reading
Stars19,23819,26426

Evidaxis snapshots · period 2026-10-31 to 2026-11-07 · n = 6 partitions · method paired snapshot values · updated · version 868e3c39d9c7-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 2026-11-07 · n = 1 system · method CC0-1.0 open export · updated · version 868e3c39d9c7-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 sentence-transformers, and why

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

Unmeasured slots
ReadingReason
Citing worksnot linked

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 2026-11-07 · n = 1 system · method measurement coverage · updated · version 868e3c39d9c7-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 6 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

sentence-transformers

repo
Unassigned (AI-v1 census) · n = 6545 · huggingface/sentence-transformers
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - 1 of 3 axes measurable Development velocity: rising vote Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
1 of 3 axes

Gate: not computable - 1 of 3 axes measurable

· Evidaxis snapshot · 2026-11-07
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 6545 in cohort
percentile 86 within cohort p25 p50 p75 p0 p100
percentile
p86
· Evidaxis snapshot · 2026-11-07
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z+2.79 within cohort, log-slope +0.047/wk.0+2.79
velocity z
+2.79 σ
slope
+0.047/wk
· Evidaxis snapshot · 2026-11-07
log-slope +0.047/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: minimum of 14 usable points of the new quantity and 5 latest dependents not met.
cohort
6545
systems measured
weekly commits
21.6
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
84.9
percentile p86
commit heatmap, last 26 weeks21.6/wk
weekly commits, 26 weeks26 weeks of commits, peak 58 in a week, 23 active weeks, 553 total.week 1: 16 commitsweek 2: 1 commitsweek 3: 0 commitsweek 4: 10 commitsweek 5: 20 commitsweek 6: 18 commitsweek 7: 10 commitsweek 8: 0 commitsweek 9: 42 commitsweek 10: 40 commitsweek 11: 28 commitsweek 12: 34 commitsweek 13: 28 commitsweek 14: 47 commitsweek 15: 11 commitsweek 16: 6 commitsweek 17: 24 commitsweek 18: 14 commitsweek 19: 26 commitsweek 20: 4 commitsweek 21: 0 commitsweek 22: 37 commitsweek 23: 58 commitsweek 24: 36 commitsweek 25: 27 commitsweek 26: 16 commits
weeks
26
peak/wk
58
active
23
total
553
· Evidaxis snapshot · 2026-11-07
citations by yearCitation source: not measured.
Daily dependents count (unscored) 3,112 dependents 2,758 direct, 375 indirect · pypi/sentence-transformers · deps.dev · the scored m5 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +1.07, regime steady. prior slope +0.030, recent slope +0.032 per week. +0.030prior 39w+0.032recent 13w+1.07×
swing
+1.07×
regime
steady
windows
13w vs 39w
snapshot 1 of 1 · · m5
commit-axis Sharpe log-linear slope over residual std, value +0.021 with 95% CI -0.004 to +0.046, 50 degrees of freedom. CI spans zero.0+0.02195% CI -0.004, +0.046-0.004+0.046
sharpe
+0.021
95% ci
-0.004, +0.046
dof
50
snapshot 1 of 1 · · m5
commit changepoint52 weekly commit points. Changepoint at week 49 (2026-10-17), slope change -13.796 commits per week.2026-10-17
date
week
49 of 52
Δslope
-13.796/wk
snapshot 1 of 1 · · m5
code-leads-citation lag reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
axis alpha vs cohort reserved

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

status
reserved
value
insufficient data
snapshot 1 of 1 · · m5
methodology gate snapshot 1 of 1 · · m5
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 6 of 6 · · m5

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
2,899
Confirmed-clean points
1
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

Evidaxis · period 2026-11-07 · n = 1 system · method measurement detail · updated · version 868e3c39d9c7-b1 · record JSON · snapshot receipt