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Gaurav Garg dd1ea52433
llama : support multi-output backend sampling (#25532) 
* Enable backend sampling with token speculation

* Clamp the mask sum before converting it into the sampled index

* Add a numeric context parameter declaring the maximum outputs one sequence

* More fixes

* Don't reuse memory for output views.

* Match dist between CPU and GPU

* Fix CPU and backend sampling mismatches

* Simpify some of the changes

* Fix tests on Vulkan

* More test fixes

* Rebase changes

* Rebase and address review comments

* Address review comments

* Address review comments

* Update src/llama-sampler.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2026-08-10 16:58:56 +03:00
..
CMakeLists.txt libs : rename libcommon -> libllama-common (#21936) 2026-04-17 11:11:46 +03:00
lookup-create.cpp spec : refactor params (#22397) 2026-04-28 09:07:33 +03:00
lookup-merge.cpp Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
lookup-stats.cpp spec : refactor params (#22397) 2026-04-28 09:07:33 +03:00
lookup.cpp llama : support multi-output backend sampling (#25532) 2026-08-10 16:58:56 +03:00
README.md repo : update links to new url (#11886) 2025-02-15 16:40:57 +02:00

README.md

llama.cpp/examples/lookup

Demonstration of Prompt Lookup Decoding

https://github.com/apoorvumang/prompt-lookup-decoding

The key parameters for lookup decoding are ngram_min, ngram_max and n_draft. The first two determine the size of the ngrams to search for in the prompt for a match. The latter specifies how many subsequent tokens to draft if a match is found.

More info:

https://github.com/ggml-org/llama.cpp/pull/4484 https://github.com/ggml-org/llama.cpp/issues/4226