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Ed Addario d1aa0cc5d1
imatrix: add option to display importance score statistics for a given imatrix file (#12718) 
* Add --show-statistics option

* Add --show-statistics logic

* Add tensor name parsing

* Tidy output format

* Fix typo in title

* Improve tensor influence ranking

* Add better statistics

* Change statistics' sort order

* Add Cosine Similarity

* Add header search path

* Change header search path to private

* Add weighted statistics per layer

* Update report title

* Refactor compute_statistics out of main

* Refactor compute_cossim out of load_imatrix

* Refactor compute_statistics out of load_imatrix

* Move imatrix statistics calculation into its own functions

* Add checks and validations

* Remove unnecessary include directory

* Rename labels

* Add m_stats getter and refactor compute_statistics out of load_imatrix

* Refactor variable names

* Minor cosmetic change

* Retrigger checks (empty commit)

* Rerun checks (empty commit)

* Fix unnecessary type promotion

Co-authored-by: compilade <git@compilade.net>

* Reverting change to improve code readability

* Rerun checks (empty commit)

* Rerun checks (empty commit)

* Rerun checks - third time's the Charm 🤞 (empty commit)

* Minor cosmetic change

* Update README

* Fix typo

* Update README

* Rerun checks (empty commit)

* Re-implement changes on top of #9400

* Update README.md

* Update README

* Update README.md

Co-authored-by: compilade <git@compilade.net>

* Update README.md

Co-authored-by: compilade <git@compilade.net>

* Update README.md

* Remove duplicate option in print_usage()

* Update README.md

* Update README.md

Co-authored-by: compilade <git@compilade.net>

* Update README.md

Co-authored-by: compilade <git@compilade.net>

* Remove input check

* Remove commented out code

---------

Co-authored-by: compilade <git@compilade.net>
 		2025-07-22 14:33:37 +02:00
..
CMakeLists.txt cmake : do not search for curl libraries by ourselves (#14613) 2025-07-10 15:29:05 +03:00
arg.cpp imatrix: add option to display importance score statistics for a given imatrix file (#12718) 2025-07-22 14:33:37 +02:00
arg.h common : add common_remote_get_content (#13123) 2025-04-26 22:58:12 +02:00
base64.hpp llava : expose as a shared library for downstream projects (#3613) 2023-11-07 00:36:23 +03:00
build-info.cpp.in cmake: Add ability to pass in LLAMA_BUILD_NUMBER/COMMIT (#14167) 2025-06-13 10:38:52 +02:00
chat-parser.cpp llama-chat : Do not throw when tool parsing fails (#14012) 2025-06-14 17:25:15 +01:00
chat-parser.h llama-chat : Do not throw when tool parsing fails (#14012) 2025-06-14 17:25:15 +01:00
chat.cpp server : support jinja extra template kwargs (Qwen3 enable_thinking feature), from command line and from client (#13196) 2025-06-29 20:02:53 +02:00
chat.h server : support jinja extra template kwargs (Qwen3 enable_thinking feature), from command line and from client (#13196) 2025-06-29 20:02:53 +02:00
common.cpp imatrix : use GGUF to store importance matrices (#9400) 2025-07-19 12:51:22 -04:00
common.h imatrix: add option to display importance score statistics for a given imatrix file (#12718) 2025-07-22 14:33:37 +02:00
console.cpp console : utf-8 fix for windows stdin (#9690) 2024-09-30 11:23:42 +03:00
console.h gguf : new file format with flexible meta data (beta) (#2398) 2023-08-21 23:07:43 +03:00
json-partial.cpp sync : vendor (#13901) 2025-05-30 16:25:45 +03:00
json-partial.h sync : vendor (#13901) 2025-05-30 16:25:45 +03:00
json-schema-to-grammar.cpp common : use std::string_view now that we target c++17 (#14319) 2025-06-22 08:37:43 +03:00
json-schema-to-grammar.h sync : vendor (#13901) 2025-05-30 16:25:45 +03:00
llguidance.cpp llguidance : set tokenizer slices to default (#13424) 2025-05-10 17:19:52 +02:00
log.cpp Fix: Compile failure due to Microsoft STL breaking change (#11836) 2025-02-12 21:36:11 +01:00
log.h cleanup: fix compile warnings associated with gnu_printf (#11811) 2025-02-12 10:06:53 -04:00
ngram-cache.cpp ggml : portability fixes for VS 2017 (#12150) 2025-03-04 18:53:26 +02:00
ngram-cache.h llama : use LLAMA_TOKEN_NULL (#11062) 2025-01-06 10:52:15 +02:00
regex-partial.cpp `common`: add partial regex support (#12808) 2025-05-14 19:50:57 +01:00
regex-partial.h `common`: add partial regex support (#12808) 2025-05-14 19:50:57 +01:00
sampling.cpp `server`: streaming of tool calls and thoughts when `--jinja` is on (#12379) 2025-05-25 01:48:08 +01:00
sampling.h sampling : support for llguidance grammars (#10224) 2025-02-02 09:55:32 +02:00
speculative.cpp llama : deprecate llama_kv_self_ API (#14030) 2025-06-06 14:11:15 +03:00
speculative.h speculative : update default params (#11954) 2025-02-19 13:29:42 +02:00