diff options
author | Bernat Vadell <hounter.caza@gmail.com> | 2023-03-17 10:47:06 +0100 |
---|---|---|
committer | GitHub <noreply@github.com> | 2023-03-17 10:47:06 +0100 |
commit | 2af23d30434a677c6416812eea52ccc0af65119c (patch) | |
tree | 900c5ac5ceef13f65194ca8334cde41ed3590c09 /.devops/tools.sh | |
parent | 904d2a8d6acd667c9633138d45a361d40fbf76d0 (diff) |
🚀 Dockerize llamacpp (#132)
* feat: dockerize llamacpp
* feat: split build & runtime stages
* split dockerfile into main & tools
* add quantize into tool docker image
* Update .devops/tools.sh
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* add docker action pipeline
* change CI to publish at github docker registry
* fix name runs-on macOS-latest is macos-latest (lowercase)
* include docker versioned images
* fix github action docker
* fix docker.yml
* feat: include all-in-one command tool & update readme.md
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Diffstat (limited to '.devops/tools.sh')
-rwxr-xr-x | .devops/tools.sh | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/.devops/tools.sh b/.devops/tools.sh new file mode 100755 index 0000000..b5711c9 --- /dev/null +++ b/.devops/tools.sh @@ -0,0 +1,46 @@ +#!/bin/bash +set -e + +# Read the first argument into a variable +arg1="$1" + +# Shift the arguments to remove the first one +shift + +# Join the remaining arguments into a single string +arg2="$@" + +if [[ $arg1 == '--convert' || $arg1 == '-c' ]]; then + python3 ./convert-pth-to-ggml.py $arg2 +elif [[ $arg1 == '--quantize' || $arg1 == '-q' ]]; then + ./quantize $arg2 +elif [[ $arg1 == '--run' || $arg1 == '-r' ]]; then + ./main $arg2 +elif [[ $arg1 == '--download' || $arg1 == '-d' ]]; then + python3 ./download-pth.py $arg2 +elif [[ $arg1 == '--all-in-one' || $arg1 == '-a' ]]; then + echo "Downloading model..." + python3 ./download-pth.py "$1" "$2" + echo "Converting PTH to GGML..." + for i in `ls $1/$2/ggml-model-f16.bin*`; do + if [ -f "${i/f16/q4_0}" ]; then + echo "Skip model quantization, it already exists: ${i/f16/q4_0}" + else + echo "Converting PTH to GGML: $i into ${i/f16/q4_0}..." + ./quantize "$i" "${i/f16/q4_0}" 2 + fi + done +else + echo "Unknown command: $arg1" + echo "Available commands: " + echo " --run (-r): Run a model previously converted into ggml" + echo " ex: -m /models/7B/ggml-model-q4_0.bin -p \"Building a website can be done in 10 simple steps:\" -t 8 -n 512" + echo " --convert (-c): Convert a llama model into ggml" + echo " ex: \"/models/7B/\" 1" + echo " --quantize (-q): Optimize with quantization process ggml" + echo " ex: \"/models/7B/ggml-model-f16.bin\" \"/models/7B/ggml-model-q4_0.bin\" 2" + echo " --download (-d): Download original llama model from CDN: https://agi.gpt4.org/llama/" + echo " ex: \"/models/\" 7B" + echo " --all-in-one (-a): Execute --download, --convert & --quantize" + echo " ex: \"/models/\" 7B" +fi |