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llama: automatically set parameters not set by the user in such a way that maximizes GPU utilization (#16653)

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* llama: automatically fit args to free memory

llama-fit-params tool

* fix CI

* hints for bug reports, ensure no reallocation

* fix segfault with Vulkan

* add llama-fit-params to CI

* fix CI

* fix CI

* fix CI

* minor adjustments

* fix assignment of 1 dense layer

* fix logger not being reset on model load failure

* remove --n-gpu-layer hint on model load failure

* fix llama-fit-params verbosity

* fix edge case

* fix typo [no ci]
This commit is contained in:
Johannes Gäßler
2025-12-15 09:24:59 +01:00
committed by GitHub
parent 4aced7a631
commit b1f3a6e5db
26 changed files with 1075 additions and 63 deletions
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ggml/include/ggml.h
+2 -1
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@@ -2615,7 +2615,8 @@ extern "C" {
// Set callback for all future logging events.
// If this is not called, or NULL is supplied, everything is output on stderr.
GGML_API void ggml_log_set(ggml_log_callback log_callback, void * user_data);
GGML_API void ggml_log_get(ggml_log_callback * log_callback, void ** user_data);
GGML_API void ggml_log_set(ggml_log_callback log_callback, void * user_data);
GGML_API struct ggml_tensor * ggml_set_zero(struct ggml_tensor * tensor);