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GermanAizek and others added 11 commits May 13, 2024 20:07
- std::pair<llama_ngram, llama_ngram_cache_part> (72 bytes -> 8 bytes)
- std::tuple<std::string, float> (40 bytes -> 8 bytes)
- std::pair<llama_ngram, llama_ngram_cache_part> (72 bytes -> 8 bytes)
- std::tuple<std::string, float> (40 bytes -> 8 bytes)
* Optimize Vulkan REPEAT performance

* Use Vulkan GLSL fused multiply-add instruction where possible

* Add GGML_VULKAN_PERF option to output performance data per operator

* Rework and fix Vulkan descriptor set and descriptor pool handling

* Fix float32 concat f16 shader validation error

* Add Vulkan GROUP_NORM eps parameter

* Fix validation error with transfer queue memory barrier flags

* Remove trailing whitespaces
Signed-off-by: Jiri Podivin <jpodivin@redhat.com>
* retrieval

* Reuse querybatch to reduce frequent memory allocation

* delete unused white space
@Nexesenex Nexesenex merged commit 6d504c4 into Nexesenex:lcpp_pr_ngram_cache Aug 15, 2024
Nexesenex added a commit that referenced this pull request May 21, 2025
Co-Authored-By: Kawrakow <iwankawrakow@gmail.com>
Nexesenex added a commit that referenced this pull request May 21, 2025
Co-Authored-By: Kawrakow <iwankawrakow@gmail.com>
Nexesenex added a commit that referenced this pull request May 21, 2025
Co-Authored-By: Kawrakow <iwankawrakow@gmail.com>
Nexesenex pushed a commit that referenced this pull request May 24, 2025
* iq3_k: slightly better quantization

Not much of a difference for most models, but this change
avoids what it looks like a catastrophic failure for DeepSeek-Lite
(PPL is now 7.041 vs 7.314 on main).

* Small improvement for type-1 quants

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
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Co-Authored-By: Kawrakow <iwankawrakow@gmail.com>
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9 participants