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llama.cpp/examples/export-lora
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Ananta Bastola 6e4e973b26
ci : add an option to fail on compile warning (#3952) 
* feat(ci): add an option to fail on compile warning

* Update CMakeLists.txt

* minor : fix compile warnings

ggml-ci

* ggml : fix unreachable code warnings

ggml-ci

* ci : disable fatal warnings for windows, ios and tvos

* ggml : fix strncpy warning

* ci : disable fatal warnings for MPI build

* ci : add fatal warnings to ggml-ci

ggml-ci

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-02-17 23:03:14 +02:00
..
CMakeLists.txt train : finetune LORA (#2632) 2023-09-28 21:40:11 +03:00
export-lora.cpp ci : add an option to fail on compile warning (#3952) 2024-02-17 23:03:14 +02:00
README.md train : finetune LORA (#2632) 2023-09-28 21:40:11 +03:00

README.md

export-lora

Apply LORA adapters to base model and export the resulting model.

usage: export-lora [options]

options:
  -h, --help                         show this help message and exit
  -m FNAME, --model-base FNAME       model path from which to load base model (default '')
  -o FNAME, --model-out FNAME        path to save exported model (default '')
  -l FNAME, --lora FNAME             apply LoRA adapter
  -s FNAME S, --lora-scaled FNAME S  apply LoRA adapter with user defined scaling S
  -t N, --threads N                  number of threads to use during computation (default: 4)

For example:

./bin/export-lora \
    -m open-llama-3b-v2-q8_0.gguf \
    -o open-llama-3b-v2-q8_0-english2tokipona-chat.gguf \
    -l lora-open-llama-3b-v2-q8_0-english2tokipona-chat-LATEST.bin

Multiple LORA adapters can be applied by passing multiple -l FN or -s FN S command line parameters.