llama.cpp

d1aa0cc5 - imatrix: add option to display importance score statistics for a given imatrix file (#12718)

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>