Evidaxis
Dated record

LLaMA-Factory

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

2.7 commits/week averaged over the trailing window (niche median 12). OpenAlex: 402 citing works; fewer than 3 completed years. deps.dev: 4 direct dependents, below the 5-dependent floor. 75,423 GitHub stars, recorded, not scored. Measured 2026-10-10 for LLaMA-Factory; sources linked below.

commits/wk 2.7 averaged, trailing window niche median 12 (n = 16) last commit week 2026-10-04 measured · GitHub ·
citations 402 all years, indexed to date niche median 11.5 (n = 4) measured · OpenAlex ·
direct dependents 4 partition 2026-10-10 niche median 4.5 (n = 6) measured · deps.dev snapshot ·
stars 75,423 recorded, not scored niche median 10,437.5 (n = 16) measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error README badge

Is LLaMA-Factory still maintained?

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

GitHub averaged 2.7 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: -1 · vs 26 weeks earlier: -1 · 52-week range: 0 to 23 commits in an individual week.

line chart: LLaMA-Factory, weekly commits, 0 in latest week vs niche median 1, 2025-10-19 to 2026-10-11
LLaMA-Factory averaged 2.7 commits a week, 0.2 times the niche median of 12. GitHub commit_activity · .
Latest eight weeks
Week startingCommitsNiche P25Niche P75
2026-08-233036.5
2026-08-306030.25
2026-09-0631.7527
2026-09-1310.7533.25
2026-09-200035.25
2026-09-2741.7537
2026-10-041036
2026-10-11002.25
heatmap chart: LLaMA-Factory, weeks with commits, 24 of 26, 2026-04-19 to 2026-10-11
24 of the last 26 captured weeks had commits for LLaMA-Factory. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
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
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 week2.7-1.3-2.62.7 to 9.6GitHub, trailing 12 weeks2026-10-10Public query3.3
Citing works40232no reading299 to 402OpenAlex, all years2026-10-10Public query395
Direct dependents4no readingno reading4 to 4Direct dependents2026-10-10Public query4
Daily dependents (unscored)3no readingno reading1 to 3deps.dev REST, unscored2026-w41Public query3
Stars75,423700no reading72,874 to 75,423GitHub stars, unscored2026-10-10Public query75,295

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

How many citations does LLaMA-Factory have?

OpenAlex records 402 citing works as of 2026-10-10 (2024: 34; 2025: 190); fewer than 3 completed years, so no trend is computed.

bar chart: LLaMA-Factory, citing works, 402 vs niche median 11.5, 2024-2025 completed years
402 OpenAlex citing works for LLaMA-Factory; niche median 11.5. OpenAlex · .
OpenAlex citing works by completed calendar year
YearCiting works
202434
2025190
Total indexed to date, including current year402

OpenAlex · period 2024 to 2025 · n = 2 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 W4402667093 as of 2026-10-10. 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 2026-10-10. urn:evidaxis:claim:e_8V2DZWR8HPM:m4:2026-10-10. CC0-1.0. https://evidaxis.org/e/e_8V2DZWR8HPM/

Evidaxis · period 2026-10-10 · n = 1 system · method claim URN · updated · version ad5e404d4f82-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 partition426m4 own packages

Daily dependents (unscored): 3. 75,423 GitHub stars, recorded, not scored.

sparkline chart: LLaMA-Factory, daily dependents, 3, 2026-w27 to 2026-w41
LLaMA-Factory recorded 3 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
2026-w403
2026-w413

deps.dev · period 2026-10-10 · n = 26 partitions · method m4 own packages · updated · version ad5e404d4f82-b1 · CSV

How does LLaMA-Factory 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: LLaMA-Factory, averaged commits per week, 2.7 vs niche median 12, 2026-10-10
LLaMA-Factory at 2.7 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?

3 published readings changed between snapshots 0641434ff686 and ad5e404d4f82.

slope chart: LLaMA-Factory, changed published values, 3, 2026-10-03 to 2026-10-10
3 published values changed for LLaMA-Factory since 2026-10-03. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week3.32.7-0.6
Citing works3954027
Direct dependents440
Stars75,29575,423128

Evidaxis snapshots · period 2026-10-03 to 2026-10-10 · n = 18 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.

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 2026-10-10 · 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

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 · 2026-10-10
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 · 2026-10-10
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-2.06 within cohort, log-slope -0.053/wk.0-2.06
velocity z
-2.06 σ
slope
-0.053/wk
· Evidaxis snapshot · 2026-10-10
log-slope -0.053/wk
citation z Citation axis: insufficient source coverage (source returned too few observations).
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
2.7
Development velocity axis: measured.
total citations
402
Citation axis: insufficient source coverage (source returned too few observations).
momentum
24.2
percentile p0
commit heatmap, last 26 weeks2.7/wk
weekly commits, 26 weeks26 weeks of commits, peak 12 in a week, 24 active weeks, 110 total.week 1: 6 commitsweek 2: 12 commitsweek 3: 5 commitsweek 4: 2 commitsweek 5: 7 commitsweek 6: 5 commitsweek 7: 6 commitsweek 8: 2 commitsweek 9: 4 commitsweek 10: 8 commitsweek 11: 6 commitsweek 12: 6 commitsweek 13: 4 commitsweek 14: 5 commitsweek 15: 4 commitsweek 16: 3 commitsweek 17: 5 commitsweek 18: 2 commitsweek 19: 3 commitsweek 20: 6 commitsweek 21: 3 commitsweek 22: 1 commitsweek 23: 0 commitsweek 24: 4 commitsweek 25: 1 commitsweek 26: 0 commits
weeks
26
peak/wk
12
active
24
total
110
· Evidaxis snapshot · 2026-10-10
citations by yearCitation axis: insufficient source coverage (source returned too few observations).
Daily dependents count (unscored) 3 dependents 3 direct · pypi/llamafactory · deps.dev · the scored m4 axis uses weekly partitions
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +10.95, regime accelerating. prior slope -0.010, recent slope -0.113 per week. -0.010prior 39w-0.113recent 13w+10.95×
swing
+10.95×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m4
commit-axis Sharpe log-linear slope over residual std, value -0.038 with 95% CI -0.060 to -0.016, 50 degrees of freedom. CI spans zero.0-0.03895% CI -0.060, -0.016-0.060-0.016
sharpe
-0.038
95% ci
-0.060, -0.016
dof
50
snapshot 1 of 1 · · m4
commit changepoint52 weekly commit points. Changepoint at week 4 (2025-11-08), slope change -4.149 commits per week.2025-11-08
date
week
4 of 52
Δslope
-4.149/wk
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
3
shipped
3
reserved
3

shipped

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

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 18 of 18 · · 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
4
Confirmed-clean points
26
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
AReaL46.640
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