happyz
/
llama.cpp
mirror of https://github.com/ggerganov/llama.cpp.git
1
0
Fork 0
Code Issues Packages Projects Releases Wiki Activity
llama.cpp/tools/results
History
Johannes Gäßler a976ff081b
llama: end-to-end tests (#19802) 
* tests: add end-to-end tests per model architecture

* fixup for rebase

* fix use-after-free in llama-model-loader.cpp

* fix CI

* fix WebGPU

* fix CI

* disable CI for macOS-latest-cmake-arm64

* use expert_weights_scale only if != 0.0f

* comments
 		2026-03-08 12:30:21 +01:00
..
CMakeLists.txt llama: end-to-end tests (#19802) 2026-03-08 12:30:21 +01:00
README.md llama: end-to-end tests (#19802) 2026-03-08 12:30:21 +01:00
results.cpp llama: end-to-end tests (#19802) 2026-03-08 12:30:21 +01:00

README.md

Results

The llama-results tool can be used to --check the outputs of a model vs. a previous commit to detect whether they have changed. Example usage:

llama-results --model model.gguf --output results.gguf --prompt "People die when they are killed."  # writes results to file
llama-results --model model.gguf --output results.gguf --prompt "People die when they are killed." --check  # compares results vs file

The metric by which the results are compared is the normalized mean squared error (NMSE) with a tolerance of 10^{-6}.