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[LLM] Add unified default value for cli programs (#8310)

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* add unified default value for threads and n_predict
This commit is contained in:
xingyuan li 2023-06-12 16:30:27 +08:00 committed by GitHub
parent f41995051b
commit c4028d507c
2 changed files with 72 additions and 29 deletions
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27
python/llm/src/bigdl/llm/cli/llm-cli
View file

@ -2,6 +2,9 @@
# Default values
model_family=""
threads=8
n_predict=128
llm_dir="$(dirname "$(python -c "import bigdl.llm;print(bigdl.llm.__file__)")")"
lib_dir="$llm_dir/libs"
@ -24,26 +27,28 @@ function display_help {
echo "usage: ./llm-cli.sh -x MODEL_FAMILY [-h] [args]"
echo ""
echo "options:"
echo " -h, --help show this help message"
echo " -h, --help show this help message"
echo " -x, --model_family {llama,bloom,gptneox}"
echo " family name of model"
echo " args parameters passed to the specified model function"
echo " family name of model"
echo " -t N, --threads N number of threads to use during computation (default: 8)"
echo " -n N, --n_predict N number of tokens to predict (default: 128, -1 = infinity)"
echo " args parameters passed to the specified model function"
}
function llama {
command="$lib_dir/main-llama_$avx_flag ${filteredArguments[*]}"
command="$lib_dir/main-llama_$avx_flag -t $threads -n $n_predict ${filteredArguments[*]}"
echo "$command"
eval "$command"
}
function bloom {
command="$lib_dir/main-bloom_$avx_flag ${filteredArguments[*]}"
command="$lib_dir/main-bloom_$avx_flag -t $threads -n $n_predict ${filteredArguments[*]}"
echo "$command"
eval "$command"
}
function gptneox {
command="$lib_dir/main-gptneox_$avx_flag ${filteredArguments[*]}"
command="$lib_dir/main-gptneox_$avx_flag -t $threads -n $n_predict ${filteredArguments[*]}"
echo "$command"
eval "$command"
}
@ -57,10 +62,18 @@ while [[ $# -gt 0 ]]; do
filteredArguments+=("'$1'")
shift
;;
-x | --model_family)
-x | --model_family | --model-family)
model_family="$2"
shift 2
;;
-t | --threads)
threads="$2"
shift 2
;;
-n | --n_predict | --n-predict)
n_predict="$2"
shift 2
;;
*)
filteredArguments+=("'$1'")
shift

74
python/llm/src/bigdl/llm/cli/llm-cli.ps1
View file

@ -1,31 +1,41 @@
$llm_dir = (Split-Path -Parent (python -c "import bigdl.llm;print(bigdl.llm.__file__)"))
$lib_dir = Join-Path $llm_dir "libs"
$model_family = ""
$threads = 8
$n_predict = 128
# Function to display help message
function Display-Help {
Write-Host "usage: ./llm-cli.ps1 -x MODEL_FAMILY [-h] [args]"
Write-Host ""
Write-Host "options:"
Write-Host " -h, --help show this help message"
Write-Host " -x, --model_family {llama,bloom,gptneox}"
Write-Host " family name of model"
Write-Host " args parameters passed to the specified model function"
function Display-Help
{
Write-Host "usage: ./llm-cli.ps1 -x MODEL_FAMILY [-h] [args]"
Write-Host ""
Write-Host "options:"
Write-Host " -h, --help show this help message"
Write-Host " -x, --model_family {llama,bloom,gptneox}"
Write-Host " family name of model"
Write-Host " -t N, --threads N number of threads to use during computation (default: 8)"
Write-Host " -n N, --n_predict N number of tokens to predict (default: 128, -1 = infinity)"
Write-Host " args parameters passed to the specified model function"
}
function llama {
$command = "$lib_dir/main-llama.exe $filteredArguments"
function llama
{
$command = "$lib_dir/main-llama.exe -t $threads -n $n_predict $filteredArguments"
Write-Host "$command"
Invoke-Expression $command
}
function bloom {
$command = "$lib_dir/main-bloom.exe $filteredArguments"
function bloom
{
$command = "$lib_dir/main-bloom.exe -t $threads -n $n_predict $filteredArguments"
Write-Host "$command"
Invoke-Expression $command
}
function gptneox {
$command = "$lib_dir/main-gptneox.exe $filteredArguments"
function gptneox
{
$command = "$lib_dir/main-gptneox.exe -t $threads -n $n_predict $filteredArguments"
Write-Host "$command"
Invoke-Expression $command
}
@ -33,22 +43,42 @@ function gptneox {
# Remove model_family/x parameter
$filteredArguments = @()
for ($i = 0; $i -lt $args.Length; $i++) {
if ($args[$i] -eq '--model_family' -or $args[$i] -eq '-x') {
if ($i + 1 -lt $args.Length -and $args[$i + 1] -notlike '-*') {
if ($args[$i] -eq '--model_family' -or $args[$i] -eq '--model-family' -or $args[$i] -eq '-x')
{
if ($i + 1 -lt $args.Length -and $args[$i + 1] -notlike '-*')
{
$i++
$model_family = $args[$i]
}
}
else {
$filteredArguments += "`'"+$args[$i]+"`'"
elseif ($args[$i] -eq '--threads' -or $args[$i] -eq '-t')
{
$i++
$threads = $args[$i]
}
elseif ($args[$i] -eq '--n_predict' -or $args[$i] -eq '--n-predict' -or $args[$i] -eq '-n')
{
$i++
$n_predict = $args[$i]
}
else
{
$filteredArguments += "`'" + $args[$i] + "`'"
}
}
# Perform actions based on the model_family
switch ($model_family) {
"llama" { llama }
"bloom" { bloom }
"gptneox" { gptneox }
switch ($model_family)
{
"llama" {
llama
}
"bloom" {
bloom
}
"gptneox" {
gptneox
}
default {
Write-Host "Invalid model_family: $model_family"
Display-Help