Ollama Model Export Script

ollama-export.sh

#!/bin/bash
# Ollama Model Export Script
# Usage: bash ollama-export.sh vicuna:7b
# License: MIT (https://ncurl.xyz/s/RD0Yl5fSg)
# https://gist.github.com/supersonictw/f6cf5e599377132fe5e180b3d495c553

set -e

echo "Ollama Model Export Script"
echo "License: MIT (https://ncurl.xyz/s/RD0Yl5fSg)"
echo ""

OLLAMA_HOME="${OLLAMA_HOME:="$HOME/.ollama"}"
BLOBS_FILE_BASE_PATH="$OLLAMA_HOME/models/blobs"
MANIFESTS_FILE_BASE_PATH="$OLLAMA_HOME/models/manifests"

SUCCESS_PREFIX="\033[1;32mSuccess:\033[0m"
FAILED_PREFIX="\033[0;31mFailed:\033[0m"

IFS='/' read -ra NAME_ARGS <<< "${1/://}"
case "${#NAME_ARGS[@]}" in
4)
    MANIFESTS_REGISTRY_NAME="${NAME_ARGS[0]}"
    MANIFESTS_LIBRARY_NAME="${NAME_ARGS[1]}"
    MANIFESTS_MODEL_NAME="${NAME_ARGS[2]}"
    MANIFESTS_PARAMS_NAME="${NAME_ARGS[3]}"
    ;;
3)
    MANIFESTS_LIBRARY_NAME="${NAME_ARGS[0]}"
    MANIFESTS_MODEL_NAME="${NAME_ARGS[1]}"
    MANIFESTS_PARAMS_NAME="${NAME_ARGS[2]}"
    ;;
2)
    MANIFESTS_MODEL_NAME="${NAME_ARGS[0]}"
    MANIFESTS_PARAMS_NAME="${NAME_ARGS[1]}"
    ;;
1)
    MANIFESTS_MODEL_NAME="${NAME_ARGS[0]}"
    ;;
esac

MANIFESTS_REGISTRY_NAME="${MANIFESTS_REGISTRY_NAME:="registry.ollama.ai"}"
MANIFESTS_LIBRARY_NAME="${MANIFESTS_LIBRARY_NAME:="library"}"
MANIFESTS_MODEL_NAME="${MANIFESTS_MODEL_NAME:="vicuna"}"
MANIFESTS_PARAMS_NAME="${MANIFESTS_PARAMS_NAME:="latest"}"

MODEL_FULL_NAME="$MANIFESTS_MODEL_NAME:$MANIFESTS_PARAMS_NAME"
echo "Exporting model \"$MODEL_FULL_NAME\"..."
echo ""

MANIFESTS_FILE_PATH="$MANIFESTS_FILE_BASE_PATH/$MANIFESTS_REGISTRY_NAME/$MANIFESTS_LIBRARY_NAME/$MANIFESTS_MODEL_NAME/$MANIFESTS_PARAMS_NAME"
if [ ! -f "$MANIFESTS_FILE_PATH" ]; then
    echo -e "$FAILED_PREFIX \"$MANIFESTS_FILE_PATH\" not exists, the model \"$MODEL_FULL_NAME\" you requested is not found."
    exit 1
fi

EXPORT_DST_BASE_PATH="${EXPORT_DST_BASE_PATH:="$PWD/${MODEL_FULL_NAME/:/-}"}"
if [ -d "$EXPORT_DST_BASE_PATH" ]; then
    echo -e "$FAILED_PREFIX \"$EXPORT_DST_BASE_PATH\" already exists, exits for preventing from unexpected operations."
    exit 1
fi

mkdir -p "$EXPORT_DST_BASE_PATH"
printf "$MANIFESTS_REGISTRY_NAME/$MANIFESTS_LIBRARY_NAME/$MANIFESTS_MODEL_NAME:$MANIFESTS_PARAMS_NAME" >"$EXPORT_DST_BASE_PATH/source.txt"

while IFS= read -r layer; do
    BLOB_FILE_NAME="${layer/:/-}"
    BLOB_FILE_PATH="$BLOBS_FILE_BASE_PATH/$BLOB_FILE_NAME"
    BLOB_TYPE_NAME=$(jq -r --arg layer "$layer" '.layers[] | select(.digest == $layer) | .mediaType' "$MANIFESTS_FILE_PATH" | sed 's|.*\.ollama\.image\.\(.*\)|\1|')

    EXPORT_MODEL_FILE_PATH="$EXPORT_DST_BASE_PATH/Modelfile"
    EXPORT_MODEL_BIN_PATH="$EXPORT_DST_BASE_PATH/model.bin"

    case "$BLOB_TYPE_NAME" in
    model)
        cp "$BLOB_FILE_PATH" "$EXPORT_MODEL_BIN_PATH"
        printf "FROM ./model.bin\n" >>"$EXPORT_MODEL_FILE_PATH"
        ;;
    params)
        PARAMS_JSON="$(cat "$BLOB_FILE_PATH")"
        printf "$(jq -r 'keys[] as $key | .[$key][] | "PARAMETER \($key) \"\(.)\"" ' <<<"$PARAMS_JSON")" >>"$EXPORT_MODEL_FILE_PATH"
        ;;
    *)
        TYPE_NAME="$(echo "$BLOB_TYPE_NAME" | tr '[:lower:]' '[:upper:]')"
        printf "$TYPE_NAME \"\"\"$(cat "$BLOB_FILE_PATH")\"\"\"\n" >>"$EXPORT_MODEL_FILE_PATH"
        ;;
    esac
done < <(jq -r '.layers[].digest' "${MANIFESTS_FILE_PATH}")
echo -e "$SUCCESS_PREFIX Model \"$MODEL_FULL_NAME\" has been exported to \"$EXPORT_DST_BASE_PATH\"!"

Problem in macos:

cp: /Users/amikita/.ollama/models/blobs/sha256:00e1317cbf74d901080d7100f57580ba8dd8de57203072dc6f668324ba545f29: No such file or directory

on macos, instead of : it uses -

ls /Users/amikita/.ollama/models/blobs/sha256-00e1317cbf74d901080d7100f57580ba8dd8de57203072dc6f668324ba545f29

to fix use:

BLOB_FILE_NAME=$(printf "$layer" | sed 's/:/-/g')

Problem in macos:

OK! I fixed some bugs and make the script support the bash on macOS.

Thanks for your using and reporting! 😄

Very useful tool!
And how to import the exported model to ollama?

how to import the exported model to ollama?

Just need to do ollama create (model_name) 😎

https://github.com/ollama/ollama/blob/main/docs/import.md

Problem in macos:

OK! I fixed some bugs and make the script support the bash on macOS.

Thanks for your using and reporting! 😄

Now "-" is default.

Simple fix is

FETCH_BLOB_FILE_NAME() {
    echo "${1/:/-}"
}

I'm using the Docker version of Ollama, and I found that running your script has the following error. After analyzing the manifest, I found that the digest is separated by a colon : between the sha and the subsequent string sha:xxx, while in the blobs, it's sha-xxx, which causes the following error:

root@9587469fdad7:~/ollama_tool# bash ollama_export.sh qwen:1.8b
Ollama Model Export Script
License: MIT (https://ncurl.xyz/s/RD0Yl5fSg)

Exporting model "qwen:1.8b"...

cp: cannot stat '/root/.ollama/models/blobs/sha256:1296b084ed6bc4c6eaee99255d73e9c715d38e0087b6467fd1c498b908180614': No such file or directory

I modified it and now it works normally:

# Ollama Model Export Script
# Usage: bash ollama-export.sh vicuna:7b
# License: MIT (https://ncurl.xyz/s/RD0Yl5fSg)
# https://gist.github.com/supersonictw/f6cf5e599377132fe5e180b3d495c553

set -e

echo "Ollama Model Export Script"
echo "License: MIT (https://ncurl.xyz/s/RD0Yl5fSg)"
echo ""

OLLAMA_HOME="${OLLAMA_HOME:="$HOME/.ollama"}"
BLOBS_FILE_BASE_PATH="$OLLAMA_HOME/models/blobs"
MANIFESTS_FILE_BASE_PATH="$OLLAMA_HOME/models/manifests"

SUCCESS_PREFIX="\033[1;32mSuccess:\033[0m"
FAILED_PREFIX="\033[0;31mFailed:\033[0m"

IFS='/' read -ra NAME_ARGS <<< "${1/://}"
case "${#NAME_ARGS[@]}" in
4)
    MANIFESTS_REGISTRY_NAME="${NAME_ARGS[0]}"
    MANIFESTS_LIBRARY_NAME="${NAME_ARGS[1]}"
    MANIFESTS_MODEL_NAME="${NAME_ARGS[2]}"
    MANIFESTS_PARAMS_NAME="${NAME_ARGS[3]}"
    ;;
3)
    MANIFESTS_LIBRARY_NAME="${NAME_ARGS[0]}"
    MANIFESTS_MODEL_NAME="${NAME_ARGS[1]}"
    MANIFESTS_PARAMS_NAME="${NAME_ARGS[2]}"
    ;;
2)
    MANIFESTS_MODEL_NAME="${NAME_ARGS[0]}"
    MANIFESTS_PARAMS_NAME="${NAME_ARGS[1]}"
    ;;
1)
    MANIFESTS_MODEL_NAME="${NAME_ARGS[0]}"
    ;;
esac

MANIFESTS_REGISTRY_NAME="${MANIFESTS_REGISTRY_NAME:="registry.ollama.ai"}"
MANIFESTS_LIBRARY_NAME="${MANIFESTS_LIBRARY_NAME:="library"}"
MANIFESTS_MODEL_NAME="${MANIFESTS_MODEL_NAME:="vicuna"}"
MANIFESTS_PARAMS_NAME="${MANIFESTS_PARAMS_NAME:="latest"}"

MODEL_FULL_NAME="$MANIFESTS_MODEL_NAME:$MANIFESTS_PARAMS_NAME"
echo "Exporting model \"$MODEL_FULL_NAME\"..."
echo ""

MANIFESTS_FILE_PATH="$MANIFESTS_FILE_BASE_PATH/$MANIFESTS_REGISTRY_NAME/$MANIFESTS_LIBRARY_NAME/$MANIFESTS_MODEL_NAME/$MANIFESTS_PARAMS_NAME"
if [ ! -f "$MANIFESTS_FILE_PATH" ]; then
    echo -e "$FAILED_PREFIX \"$MANIFESTS_FILE_PATH\" not exists, the model \"$MODEL_FULL_NAME\" you requested is not found."
    exit 1
fi

EXPORT_DST_BASE_PATH="${EXPORT_DST_BASE_PATH:="$PWD/${MODEL_FULL_NAME/:/-}"}"
if [ -d "$EXPORT_DST_BASE_PATH" ]; then
    echo -e "$FAILED_PREFIX \"$EXPORT_DST_BASE_PATH\" already exists, exits for preventing from unexpected operations."
    exit 1
fi

mkdir -p "$EXPORT_DST_BASE_PATH"
printf "$MANIFESTS_REGISTRY_NAME/$MANIFESTS_LIBRARY_NAME/$MANIFESTS_MODEL_NAME:$MANIFESTS_PARAMS_NAME" >"$EXPORT_DST_BASE_PATH/source.txt"

FETCH_BLOB_FILE_NAME() {
    case "$OSTYPE" in
    darwin*)
        echo "${1/:/-}"
        ;;
    *)
        echo "$1"
        ;;
    esac
}

while IFS= read -r layer; do
    BLOB_FILE_NAME=${layer//:/-}
    BLOB_FILE_PATH="$BLOBS_FILE_BASE_PATH/$BLOB_FILE_NAME"
    BLOB_TYPE_NAME=$(jq -r --arg layer "$layer" '.layers[] | select(.digest == $layer) | .mediaType' "$MANIFESTS_FILE_PATH" | sed 's|.*\.ollama\.image\.\(.*\)|\1|')

    EXPORT_MODEL_FILE_PATH="$EXPORT_DST_BASE_PATH/Modelfile"
    EXPORT_MODEL_BIN_PATH="$EXPORT_DST_BASE_PATH/model.bin"

    case "$BLOB_TYPE_NAME" in
    model)
        cp "$BLOB_FILE_PATH" "$EXPORT_MODEL_BIN_PATH"
        printf "FROM ./model.bin\n" >>"$EXPORT_MODEL_FILE_PATH"
        ;;
    params)
        PARAMS_JSON="$(cat "$BLOB_FILE_PATH")"
        printf "$(jq -r 'keys[] as $key | .[$key][] | "PARAMETER \($key) \"\(.)\"" ' <<<"$PARAMS_JSON")" >>"$EXPORT_MODEL_FILE_PATH"
        ;;
    *)
        TYPE_NAME="$(echo "$BLOB_TYPE_NAME" | tr '[:lower:]' '[:upper:]')"
        printf "$TYPE_NAME \"\"\"$(cat "$BLOB_FILE_PATH")\"\"\"\n" >>"$EXPORT_MODEL_FILE_PATH"
        ;;
    esac
done < <(jq -r '.layers[].digest' "${MANIFESTS_FILE_PATH}")
echo -e "$SUCCESS_PREFIX Model \"$MODEL_FULL_NAME\" has been exported to \"$EXPORT_DST_BASE_PATH\"!"

Problem in macos:

OK! I fixed some bugs and make the script support the bash on macOS.
Thanks for your using and reporting! 😄

Now "-" is default.

Simple fix is

FETCH_BLOB_FILE_NAME() {
    echo "${1/:/-}"
}

I fixed it

Oh OK. Because I was using 0.1.29 so I didn't notice that it's already upgraded to be 0.1.42 now.
Wow! Time flies so fast 😎

Upgraded! Thanks for reporting. 😄