llama.cpp
imatrix: add option to display importance score statistics for a given imatrix file
#12718
Merged

imatrix: add option to display importance score statistics for a given imatrix file #12718

CISC merged 70 commits into ggml-org:master from EAddario:imatrix
EAddario
EAddario Add --show-statistics option
d8e902ee
EAddario Add --show-statistics logic
f46693bc
EAddario Merge branch 'master' into imatrix
b3ac78b7
EAddario Add tensor name parsing
dc3373e5
EAddario Tidy output format
0589c3ee
EAddario Fix typo in title
e1fd1af7
github-actions github-actions added examples
ngxson
EAddario
jukofyork
EAddario
compilade
EAddario Merge branch 'master' into imatrix
490a8fe8
EAddario
EAddario EAddario marked this pull request as draft 350 days ago
EAddario
jukofyork
jukofyork
EAddario Improve tensor influence ranking
62ac2683
EAddario
jukofyork
EAddario Add better statistics
73d8ecbc
EAddario
EAddario Merge branch 'master' into imatrix
200d88c8
ubergarm
EAddario Change statistics' sort order
0b7f9c40
EAddario Merge branch 'master' into imatrix
52e86e2c
EAddario
EAddario EAddario marked this pull request as ready for review 343 days ago
EAddario Merge branch 'master' into imatrix
91d48da0
EAddario Add Cosine Similarity
755c1efb
EAddario
EAddario Merge branch 'master' into imatrix
72a5ec13
EAddario
EAddario Add header search path
5cd20e43
EAddario Change header search path to private
1dbe6c37
ubergarm
ubergarm
EAddario
EAddario Merge branch 'master' into imatrix
bb47f0d4
EAddario
David-AU-github
EAddario Merge branch 'master' into imatrix
a3ac66c9
EAddario Add weighted statistics per layer
3eb556e9
EAddario
EAddario Merge branch 'master' into imatrix
0276d719
EAddario Merge branch 'master' into imatrix
1f8dc237
EAddario Merge branch 'master' into imatrix
8ecd5fa7
EAddario Merge branch 'master' into imatrix
8302a8a0
EAddario Merge branch 'master' into imatrix
bfc0dfc6
EAddario Update report title
5cfc4436
EAddario
compilade
compilade commented on 2025-04-14
EAddario Merge branch 'master' into imatrix
280dfdd6
EAddario Refactor compute_statistics out of main
235442a6
EAddario Refactor compute_cossim out of load_imatrix
c823d167
EAddario Refactor compute_statistics out of load_imatrix
a5c46405
EAddario Move imatrix statistics calculation into its own functions
655be19f
EAddario Add checks and validations
23ecca8b
compilade
compilade commented on 2025-06-22
EAddario
EAddario Remove unnecessary include directory
a4166a8f
EAddario Merge branch 'master' into imatrix
ed4ba311
EAddario Rename labels
19f8e156
EAddario Add m_stats getter and refactor compute_statistics out of load_imatrix
f5fd2b70
EAddario Refactor variable names
bc3bd576
EAddario Merge branch 'master' into imatrix
c3ede42a
EAddario EAddario requested a review from compilade compilade 272 days ago
EAddario Merge branch 'master' into imatrix
13897537
EAddario Minor cosmetic change
fde30899
EAddario Retrigger checks (empty commit)
c5a3d0ab
EAddario Merge branch 'master' into imatrix
688d0c2f
EAddario Rerun checks (empty commit)
b1c481ac
EAddario
compilade
compilade approved these changes on 2025-07-06
EAddario Fix unnecessary type promotion
dd131759
EAddario Reverting change to improve code readability
0cd8e676
EAddario
EAddario Merge branch 'master' into imatrix
6c72d8e1
EAddario Rerun checks (empty commit)
68263419
EAddario Rerun checks (empty commit)
432650b5
EAddario Rerun checks - third time's the Charm 🤞 (empty commit)
61a21a4f
EAddario Merge branch 'master' into imatrix
1a43247a
EAddario Minor cosmetic change
a3fdb2bd
EAddario Update README
f9391bd6
EAddario
EAddario Fix typo
98bcd3e5
compilade
compilade commented on 2025-07-12
EAddario Merge branch 'master' into imatrix
71d8492a
EAddario Update README
69a0b171
EAddario Rerun checks (empty commit)
9f2c5585
EAddario Merge branch 'master' into imatrix
2b45dcad
EAddario Merge branch 'master' into imatrix
3c1e250b
EAddario Re-implement changes on top of #9400
f7b1ab27
EAddario Update README.md
fa7c3daa
EAddario Update README
e9ab48f5
compilade
compilade commented on 2025-07-19
EAddario Update README.md
c02952ae
EAddario Update README.md
75cd6e0c
EAddario Update README.md
50e2ecf2
EAddario Remove duplicate option in print_usage()
139ff4bf
EAddario Update README.md
ac0922f1
compilade
compilade approved these changes on 2025-07-19
EAddario Update README.md
693dfb2f
EAddario Update README.md
aef89141
EAddario Remove input check
fc77a548
EAddario Remove commented out code
360c8a58
EAddario
CISC
CISC approved these changes on 2025-07-22
CISC CISC merged d1aa0cc5 into master 245 days ago
EAddario
EAddario EAddario deleted the imatrix branch 244 days ago

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