llama : add model type detection for rwkv7 7B&14B (ggml-org#14816)

Signed-off-by: Molly Sophia <[email protected]>

imatrix: add option to display importance score statistics for a give…

…n imatrix file (ggml-org#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 <[email protected]>

* 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 ggml-org#9400

* Update README.md

* Update README

* Update README.md

Co-authored-by: compilade <[email protected]>

* Update README.md

Co-authored-by: compilade <[email protected]>

* Update README.md

* Remove duplicate option in print_usage()

* Update README.md

* Update README.md

Co-authored-by: compilade <[email protected]>

* Update README.md

Co-authored-by: compilade <[email protected]>

* Remove input check

* Remove commented out code

---------

Co-authored-by: compilade <[email protected]>

Mtmd: add a way to select device for vision encoder (ggml-org#14236)

* Mtmd: add a way to select device for vision encoder

* simplify

* format

* Warn user if manual device selection failed

* initialize backend to nullptr

cuda : implement bf16 cpy ops and enable bf16 cont (ggml-org#14763)

* implement bf16 cpy ops and enable bf16 cont

* deduplicate copy functions

* deduplicate checks

opencl: remove unreachable `return` (ggml-org#14806)

server : allow setting `--reverse-prompt` arg (ggml-org#14799)

Signed-off-by: Molly Sophia <[email protected]>

cuda: remove linking to cublasLt (ggml-org#14790)

Signed-off-by: Xiaodong Ye <[email protected]>

opencl: add conv2d kernel (ggml-org#14403)

* add conv2d kernel

* fix trailing whitespace

* whitespace fixe

* handle f16 input and f16 kernel, more opt

* resolve conflicts

* use enqueue_ndrange_kernel

sycl: Fix im2col (ggml-org#14797)

kleidiai: add support for get_rows (ggml-org#14676)

* kleidiai: add support for get_rows

* apply fixes based on code review

* apply more fixes based on code review