Commit Graph

2 Commits

Author SHA1 Message Date
Kawrakow
dbfd151594 Grouped expert routing (CPU only) (#836)
* Better argsort (CPU)

* Attemt at grouped topk

* This seems to do the trick for grouped experts routing

* Cleanup

* Trying to merge, something is not right

* Working merged grouped top_k (CPU)

* Add command line option to enable grouped expert routing

* Add grouped expert routing option to llama-bench

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Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2025-10-16 14:57:02 +03:00
Kawrakow
335a1f9b71 Refactor file llama.cpp (#823)
* llama_model and llama_hparams

* llama_build_context

Surprisingly small reduction in llama.cpp compile time given
the reduction in LOCs (22k -> 14k)

* LLM_TN

llama.cpp compilation: 50 s -> 33 s

* llama_quantize

* arch names

* All graph building is now in llm-build-context.cpp

* hparams loading

llama.cpp is now just 9300 LOC, but still takes 32 seconds to compile.

* We are now at 6 seconds to build the src folder

* load -> create

We are not actually loading the tensors, but just creating them.

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Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2025-10-11 11:35:20 +03:00