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63 changes: 63 additions & 0 deletions llama.ps1
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# Copyright (c) Meta Platforms, Inc. and affiliates.
# This software may be used and distributed according to the terms of the GNU General Public License version 3.

#
# UPDATE from Shawn (Mar 5 @ 2:43 AM): Facebook disabled this URL. I've mirrored the files to an R2 bucket, which this script now points to.
#
#PRESIGNED_URL="https://dobf1k6cxlizq.cloudfront.net/*?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9kb2JmMWs2Y3hsaXpxLmNsb3VkZnJvbnQubmV0LyoiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE2NzgzNzA1MjR9fX1dfQ__&Signature=a387eZ16IkmbotdkEl8Z397Mvxhw4Bvk4SpEiDkqMLOMVMk5F962BzN5eKO-061g5vAEskn-CSrf4w3knubwPiFW69LTsJ8Amj-WOvtBOBy9soc43j77WGUU-3q2eNjMIyNZYsD~rub4EkUJGNpD61YtRrFvAU7tNQ1YMNL5-UUOk1~OHeaWerWisKPldufOyX6QdrrjeToVH1L0eGm1Ob4LnoYyLH96BHFou4XsOUR8NuyQfwYtmE2G6P2eKk~OV9-ABzYHxC2DyOWiWnt7WO~ELHnf17s9qreQAjEkCGEi4pHJ7BIkg6~ZfRmvRl3ZaPtqD80AH4SfO4hd5WQ0ng__&Key-Pair-Id=K231VYXPC1TA1R" # replace with presigned url from email

$PRESIGNED_URL="https://agi.gpt4.org/llama/LLaMA/*"

$MODEL_SIZE="7B","13B","30B","65B" # edit this list with the model sizes you wish to download
$TARGET_FOLDER="C:\Users\xavie\Downloads\llama models\" # where all files should end up

$N_SHARD_DICT = @{
"7B" =0;
"13B" =1;
"30B" =3;
"65B" =7
}

function Verify-Checksum {
foreach($checksum_File in $(Get-ChildItem -Filter *.chk | Select -Property Name))
{
foreach($line in $(Get-Content $checksum_File.Name))
{
$expected_Hash = $($line.Trim().Split(' ') | Where-Object { $_.Trim() -ne '' })[0]
$file_Name = $($line.Trim().Split(' ') | Where-Object { $_.Trim() -ne '' })[1]
$calculated_Hash = (Get-FileHash -Algorithm MD5 -Path $file_Name).Hash

Write-Host "$file_Name : " -NoNewline
if ($expected_Hash -eq $calculated_Hash) {
Write-Host "File checksum OK"
} else {
Write-Host "File checksum FAILED" -BackgroundColor Red
}
}
}
}

echo "Downloading tokenizer"
Invoke-WebRequest -Uri $($PRESIGNED_URL.Replace("*","tokenizer.model")) -OutFile ${TARGET_FOLDER}"/tokenizer.model"
Invoke-WebRequest -Uri $($PRESIGNED_URL.Replace("*","tokenizer_checklist.chk")) -OutFile ${TARGET_FOLDER}"/tokenizer_checklist.chk"

cd ${TARGET_FOLDER}
Verify-Checksum


foreach ($i in $MODEL_SIZE)
{
echo "Downloading $i"
mkdir -p $TARGET_FOLDER/$i
foreach( $s in @(0..$N_SHARD_DICT[$i] | % { '{0:D2}' -f $_ })){
Invoke-WebRequest -Uri $($PRESIGNED_URL.Replace("*","$i/consolidated.$s.pth")) -OutFile $TARGET_FOLDER/$i/consolidated.$s.pth
}

Invoke-WebRequest -Uri $($PRESIGNED_URL.Replace("*","$i/params.json")) -OutFile $TARGET_FOLDER/$i/params.json
Invoke-WebRequest -Uri $($PRESIGNED_URL.Replace("*","$i/checklist.chk")) -OutFile $TARGET_FOLDER/$i/checklist.chk

echo "Checking checksums"

cd $TARGET_FOLDER/$i
Verify-Checksum
}