Evidaxis
Dated record

LLaMA-Factory

repo · Post-training & Alignment, n = 16 · LlamaFactory · paper: W4402667093 · as of

3.5 commits/week averaged over the trailing window (niche median 11.95). OpenAlex: 389 citing works; fewer than 3 completed years. deps.dev: 4 direct dependents, below the 5-dependent floor. 75,024 GitHub stars, recorded, not scored. Measured 2026-09-26 for LLaMA-Factory; sources linked below.

commits/wk 3.5 averaged, trailing window niche median 11.95 (n = 16) last commit week 2026-09-13 measured · GitHub ·
citations 389 all years, indexed to date niche median 11 (n = 4) measured · OpenAlex ·
direct dependents 4 partition 2026-09-26 niche median 3 (n = 8) measured · deps.dev snapshot ·
stars 75,024 recorded, not scored niche median 10,412 (n = 16) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error README badge

Is LLaMA-Factory still maintained?

3.5 commits per week averaged over the trailing window, under the 5-per-week vote threshold (niche median 11.95/wk).

GitHub averaged 3.5 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-13; 1 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: -3 · vs 26 weeks earlier: -7 · 52-week range: 0 to 23 commits in an individual week.

line chart: LLaMA-Factory, weekly commits, 0 in latest week vs niche median 20, 2025-09-28 to 2026-09-20
LLaMA-Factory averaged 3.5 commits a week, 0.3 times the niche median of 11.95. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-023022.25
2026-08-095126.5
2026-08-162227.75
2026-08-233036.5
2026-08-306030.25
2026-09-0631.7527
2026-09-1310.7533.25
2026-09-200031.75
heatmap chart: LLaMA-Factory, weeks with commits, 25 of 26, 2026-03-29 to 2026-09-20
25 of the last 26 captured weeks had commits for LLaMA-Factory. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-2812
2025-10-058
2025-10-1212
2025-10-193
2025-10-264
2025-11-0211
2025-11-095
2025-11-164
2025-11-237
2025-11-305
2025-12-0710
2025-12-1413
2025-12-2114
2025-12-2813
2026-01-0423
2026-01-116
2026-01-182
2026-01-255
2026-02-016
2026-02-089
2026-02-151
2026-02-229
2026-03-017
2026-03-086
2026-03-157
2026-03-227
2026-03-293
2026-04-053
2026-04-121
2026-04-196
2026-04-2612
2026-05-035
2026-05-102
2026-05-177
2026-05-245
2026-05-316
2026-06-072
2026-06-144
2026-06-218
2026-06-286
2026-07-056
2026-07-124
2026-07-195
2026-07-264
2026-08-023
2026-08-095
2026-08-162
2026-08-233
2026-08-306
2026-09-063
2026-09-131
2026-09-200

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week3.5-0.8-3.83.5 to 9.6GitHub, trailing 12 weeks2026-09-26Public query4
Citing works38923no reading299 to 389OpenAlex, all years2026-09-26Public query370
Direct dependents4no readingno reading4 to 4Direct dependents2026-09-26Public query4
Daily dependents (unscored)2no readingno reading1 to 2deps.dev REST, unscored2026-w39Public query2
Stars75,024587no reading72,874 to 75,024GitHub stars, unscored2026-09-26Public query74,877

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How many citations does LLaMA-Factory have?

OpenAlex records 389 citing works as of 2026-09-26 (2024: 35; 2025: 191); fewer than 3 completed years, so no trend is computed.

bar chart: LLaMA-Factory, citing works, 389 vs niche median 11, 2024-2025 completed years
389 OpenAlex citing works for LLaMA-Factory; niche median 11. OpenAlex · .
OpenAlex citing works by completed calendar year
YearCiting works
202435
2025191
Total indexed to date, including current year389

OpenAlex · period 2024 to 2025 · n = 2 years · method completed calendar years · updated · version 9d2fe956adbc-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 W4402667093 as of 2026-09-26. Check the same work: OpenAlex W4402667093 · Semantic Scholar search · Google Scholar search. Seeing a different number? Report the missing work id.

How to cite LLaMA-Factory's record?

Evidaxis. LLaMA-Factory measurement record. Snapshot 2026-09-26. urn:evidaxis:claim:e_8V2DZWR8HPM:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_8V2DZWR8HPM/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-b1

Is anyone using LLaMA-Factory?

4 direct dependents on deps.dev as of not captured, under the 5-dependent floor, so no trend is computed.

Weekly dependents
PartitionDirect dependentsWeekly pointsMethod
no partition423m3 package union

Daily dependents (unscored): 2. 75,024 GitHub stars, recorded, not scored.

sparkline chart: LLaMA-Factory, daily dependents, 2, 2026-w27 to 2026-w39
LLaMA-Factory recorded 2 daily dependents (unscored); daily niche median not measured. deps.dev REST (unscored) · .
Captured daily series
Unscored daily dependents, as captured
PeriodDependents
2026-w271
2026-w281
2026-w291
2026-w302
2026-w312
2026-w322
2026-w332
2026-w342
2026-w352
2026-w362
2026-w372
2026-w382
2026-w392

deps.dev · period 2026-09-26 · n = 23 partitions · method m3 package union · updated · version 9d2fe956adbc-b1 · CSV

How does LLaMA-Factory compare with its niche?

16 systems in Post-training & Alignment; niche median 11.95 commits per week. The reader chooses the sort order.

dot plot chart: LLaMA-Factory, averaged commits per week, 3.5 vs niche median 11.95, 2026-09-26
LLaMA-Factory at 3.5 commits a week among 16 systems; niche median 11.95. GitHub, current cohort · .
All 16 systems, alphabetical; choose a heading to sort
AReaL10no readingno reading5,793
ART14no reading110,778
Axolotl13.9no reading212,506
LLaMA-Factory3.5389475,024
ms-swift27no reading415,731
NeMo-RL32.1no reading12,033
Open R10no readingno reading26,477
Open-Instruct3.1no readingno reading3,879
OpenRLHF3.210no reading10,046
prime-rl30.3no readingno reading2,089
ROLL0.51no reading3,408
Search-R1012no reading5,454
Trinity-RFT0.7no readingno reading703
TRL45.6no reading15319,394
Unsloth272.8no reading2376,834
verl27.4no reading023,643

Evidaxis snapshot · period 2026-09-26 · n = 16 systems · method medians of measured values · updated · version 9d2fe956adbc-b1 · CSV for this niche

What changed since the last snapshot?

3 published readings changed between snapshots fcfd3a7ccdcb and 9d2fe956adbc.

slope chart: LLaMA-Factory, changed published values, 3, 2026-09-19 to 2026-09-26
3 published values changed for LLaMA-Factory since 2026-09-19. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week43.5-0.5
Citing works37038919
Direct dependents440
Stars74,87775,024147

Evidaxis snapshots · period 2026-09-19 to 2026-09-26 · n = 16 partitions · method paired snapshot values · updated · version 9d2fe956adbc-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 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-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.

Paper reference on file: arXiv:2403.13372.

What is not measured for LLaMA-Factory, and why

Missing readings describe instrument coverage. A missing value is not a measured 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 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 13 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

LLaMA-Factory

repo
Post-training & Alignment · n = 16 · LlamaFactory
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 · 2026-09-26
Gate: not computable - 1 of 3 axes measurable
position in cohort distribution one of 16 in cohort
percentile 0 within cohort p25 p50 p75 p0 p100
percentile
p0
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-1.67 within cohort, log-slope -0.022/wk.0-1.67
velocity z
-1.67 σ
slope
-0.022/wk
· Evidaxis snapshot · 2026-09-26
log-slope -0.022/wk
citation z Citation axis: insufficient source coverage (source returned too few observations).
direct-dependents z Direct-dependents axis: minimum of 14 clean points and 5 latest dependents not met.
cohort
16
systems measured
weekly commits
3.5
Development velocity axis: measured.
total citations
389
Citation axis: insufficient source coverage (source returned too few observations).
momentum
29.2
percentile p0
commit heatmap, last 26 weeks3.5/wk
weekly commits, 26 weeks26 weeks of commits, peak 12 in a week, 25 active weeks, 112 total.week 1: 3 commitsweek 2: 3 commitsweek 3: 1 commitsweek 4: 6 commitsweek 5: 12 commitsweek 6: 5 commitsweek 7: 2 commitsweek 8: 7 commitsweek 9: 5 commitsweek 10: 6 commitsweek 11: 2 commitsweek 12: 4 commitsweek 13: 8 commitsweek 14: 6 commitsweek 15: 6 commitsweek 16: 4 commitsweek 17: 5 commitsweek 18: 4 commitsweek 19: 3 commitsweek 20: 5 commitsweek 21: 2 commitsweek 22: 3 commitsweek 23: 6 commitsweek 24: 3 commitsweek 25: 1 commitsweek 26: 0 commits
weeks
26
peak/wk
12
active
25
total
112
· Evidaxis snapshot · 2026-09-26
citations by yearCitation axis: insufficient source coverage (source returned too few observations).
Daily dependents count (unscored) 2 dependents 2 direct · pypi/llamafactory · deps.dev · the scored m3 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +6.72, regime accelerating. prior slope -0.016, recent slope -0.105 per week. -0.016prior 39w-0.105recent 13w+6.72×
swing
+6.72×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value -0.036 with 95% CI -0.058 to -0.015, 50 degrees of freedom. CI spans zero.0-0.03695% CI -0.058, -0.015-0.058-0.015
sharpe
-0.036
95% ci
-0.058, -0.015
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
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
3
shipped
3
reserved
3

shipped

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

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 16 of 16 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: minimum of 14 clean points 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
4
Confirmed-clean points
23
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

Reconstructed history

Reconstructed from git history, not a point-in-time capture. This series is separate from captured observations.

sparkline chart: LLaMA-Factory, reconstructed commits, 1, 2025-w39 to 2026-w37
LLaMA-Factory has 1 reconstructed commits in the latest week; reconstructed niche median not measured. Git history reconstruction · .
Reconstructed weekly commits
PeriodCommits
2025-w3912
2025-w408
2025-w4112
2025-w423
2025-w434
2025-w4411
2025-w455
2025-w464
2025-w477
2025-w485
2025-w4910
2025-w5013
2025-w5114
2025-w5213
2026-w0123
2026-w026
2026-w032
2026-w045
2026-w056
2026-w069
2026-w071
2026-w089
2026-w097
2026-w106
2026-w117
2026-w127
2026-w133
2026-w143
2026-w151
2026-w166
2026-w1712
2026-w185
2026-w192
2026-w207
2026-w215
2026-w226
2026-w232
2026-w244
2026-w258
2026-w266
2026-w276
2026-w284
2026-w295
2026-w304
2026-w313
2026-w325
2026-w332
2026-w343
2026-w356
2026-w363
2026-w371
Peer signals
SystemMomentumPercentile
AReaL46.747
ART76.4100
Axolotl52.560
LLaMA-Factory29.20
ms-swift52.453
NeMo-RL74.693
Open R142.540
Open-Instruct30.97
OpenRLHF41.133
prime-rl6280
ROLL38.913
Search-R154.273
Trinity-RFT39.920
TRL52.567
Unsloth62.687
verl40.427

Evidaxis · period 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt