* debug: allow loading backend libraries without normal arg parsing
This is just to be able to test backend functions directly, with e.g.:
>> import koboldcpp
>> koboldcpp.init_libraries()
>> koboldcpp.sd_get_info()
* sd: report all sampler aliases and centralize name mapping
* optimize hmx_mat_mul functions by calculating row and column tiles upfront
* refactor core_dot_chunk_fp16 to use size_t for tile counts and improve readability
* wip
* set scale outside of loop
* wip
* refactor core_mma_chunk_fp16 and mat_mul_qk_0_d16a32 to use size_t for tile counts
* wip
* wip
* refactor transfer_output_chunk_fp16_to_fp32 to use size_t for dimensions
* refactor core_dot_chunk_fp16 to use size_t for tile row stride calculation
* wip
* refactor hmx_mat_mul functions to use hvx_vec_splat_f16 for column scales initialization
* refactor hmx_mat_mul_permuted_w16a32_batched to streamline scale setting and locking
* refactor core_dot_chunk_fp16 to improve tile stride calculations for output
* refactor hmx_mat_mul functions to use Q6_V_vsplat_R for column scales initialization
* fix compiling error
* wip
* optimize row and column tile indexing in core_mma_chunk_fp16 function
* wip
* Revert "wip"
This reverts commit cde679eff79c4a28dd2d89d32f710015e09592b6.
* Add size limit check for HAP_mmap in htp_iface_mmap and drop_mmap functions
* wip
* server: tests: fetch random media marker via /apply-template (#21962 fix)
* server: allow pinning media marker via LLAMA_MEDIA_MARKER env var
get_media_marker() checks LLAMA_MEDIA_MARKER at first call and uses it
as-is if set, falling back to the random marker otherwise.
Tests no longer need to fetch the marker dynamically via /apply-template:
the fixture sets LLAMA_MEDIA_MARKER=<__media__> so the hardcoded prompts
work as before.
Address review feedback from ngxson
* server: make get_media_marker() thread-safe via magic statics
Use a C++11 static local with a lambda initializer instead of a global
static with an empty-check. The runtime guarantees initialization exactly
once without explicit locking.
Address review feedback from ggerganov
* nits
* nits
* model : refactor QKV into common build_qkv and create_tensor_qkv helpers
* model : extend build_qkv to bert/mpt/dbrx/olmo/lfm2/nemotron-h/granite-hybrid/gemma3n-iswa/t5-dec and fix wqkv_s
* fix NemotronH vocab loading by using trust_remote_code for unsupported config patterns
* fix NemotronH tokenizer loading by overriding set_vocab with trust_remote_code
* ggml: add graph_reused
* use versioning instead of reuse flag
* increment version with atomic
* use top bits for split numbering
* add assert
* move counter to ggml.c
* set uid in split_graph only
* fix windows
* address further review comments
* get next_uid rather than doing bit manipulation
* rename + add comment about uid
* nix: support unified apple-sdk
* Impl roll op for Metal
* Revert "nix: support unified apple-sdk"
This reverts commit abfa473360471532c547de8b202c780507924d4b.
* update ops.md
* update op docs
* Update register tiling matmul to use f32 accumulation
* fix profiling code
* Fix register tiling matmul for chrome, i'm blaming dawn
* Update batch tuning value for iOS
* compile fix
* Fix use of new load function
* Move to a single query set for GPU profiling
* Move to batching compute passes when not profiling
* Refactor build_multi
* remove iOS throttling now that we're batching compute passes
Concedo
Wagner Bruna
Yuri Khrustalev
65a
Georgi Gerganov
Eric Zhang
lhez
Sigbjørn Skjæret
Xuan-Son Nguyen
nullname
shaofeiqi
Pascal
PikaPikachu
Ruben Ortlam
Anav Prasad
Aman Gupta
Kusha Gharahi
rehan-10xengineer
Yuannan
Reese Levine
Ludovic Henry