llama.cpp/examples/control-vector-generator/README.md

control-vector-generator

This example demonstrates how to generate a control vector using gguf models.

Related PRs:

• Add support for control vectors
• (Issue) Generate control vector using llama.cpp
• Add control-vector-generator example

Example:

# CPU only
./control-vector-generator -m ./dolphin-2.0-mistral-7b.Q4_K_M.gguf

# With GPU
./control-vector-generator -m ./dolphin-2.0-mistral-7b.Q4_K_M.gguf -ngl 99

# With advanced options
./control-vector-generator -m ./dolphin-2.0-mistral-7b.Q4_K_M.gguf -ngl 99 --num-completions 128 --pca-iter 2000 --batch-pca 100

# To see help message
./control-vector-generator -h
# Then, have a look at "control-vector-generator" section