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Upload lora-scripts/svd_merge.ps1 with huggingface_hub

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  1. lora-scripts/svd_merge.ps1 +43 -43
lora-scripts/svd_merge.ps1 CHANGED
@@ -1,43 +1,43 @@
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- # LoRA svd_merge script by @bdsqlsz
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-
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- $save_precision = "fp16" # precision in saving, default float | 保存精度, 可选 float、fp16、bf16, 默认 和源文件相同
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- $precision = "float" # precision in merging (float is recommended) | 合并时计算精度, 可选 float、fp16、bf16, 推荐float
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- $new_rank = 4 # dim rank of output LoRA | dim rank等级, 默认 4
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- $models = "./output/modelA.safetensors ./output/modelB.safetensors" # original LoRA model path need to resize, save as cpkt or safetensors | 需要合并的模型路径, 保存格式 cpkt 或 safetensors,多个用空格隔开
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- $ratios = "1.0 -1.0" # ratios for each model / LoRA模型合并比例,数量等于模型数量,多个用空格隔开
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- $save_to = "./output/lora_name_new.safetensors" # output LoRA model path, save as ckpt or safetensors | 输出路径, 保存格式 cpkt 或 safetensors
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- $device = "cuda" # device to use, cuda for GPU | 使用 GPU跑, 默认 CPU
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- $new_conv_rank = 0 # Specify rank of output LoRA for Conv2d 3x3, None for same as new_rank | Conv2d 3x3输出,没有默认同new_rank
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-
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- # Activate python venv
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- .\venv\Scripts\activate
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-
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- $Env:HF_HOME = "huggingface"
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- $Env:XFORMERS_FORCE_DISABLE_TRITON = "1"
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- $ext_args = [System.Collections.ArrayList]::new()
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-
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- [void]$ext_args.Add("--models")
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- foreach ($model in $models.Split(" ")) {
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- [void]$ext_args.Add($model)
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- }
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-
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- [void]$ext_args.Add("--ratios")
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- foreach ($ratio in $ratios.Split(" ")) {
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- [void]$ext_args.Add([float]$ratio)
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- }
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-
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- if ($new_conv_rank) {
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- [void]$ext_args.Add("--new_conv_rank=" + $new_conv_rank)
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- }
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-
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- # run svd_merge
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- accelerate launch --num_cpu_threads_per_process=8 "./sd-scripts/networks/svd_merge_lora.py" `
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- --save_precision=$save_precision `
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- --precision=$precision `
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- --new_rank=$new_rank `
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- --save_to=$save_to `
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- --device=$device `
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- $ext_args
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-
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- Write-Output "SVD Merge finished"
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- Read-Host | Out-Null ;
 
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+ # LoRA svd_merge script by @bdsqlsz
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+
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+ $save_precision = "fp16" # precision in saving, default float | 保存精度, 可选 float、fp16、bf16, 默认 和源文件相同
4
+ $precision = "float" # precision in merging (float is recommended) | 合并时计算精度, 可选 float、fp16、bf16, 推荐float
5
+ $new_rank = 4 # dim rank of output LoRA | dim rank等级, 默认 4
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+ $models = "./output/modelA.safetensors ./output/modelB.safetensors" # original LoRA model path need to resize, save as cpkt or safetensors | 需要合并的模型路径, 保存格式 cpkt 或 safetensors,多个用空格隔开
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+ $ratios = "1.0 -1.0" # ratios for each model / LoRA模型合并比例,数量等于模型数量,多个用空格隔开
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+ $save_to = "./output/lora_name_new.safetensors" # output LoRA model path, save as ckpt or safetensors | 输出路径, 保存格式 cpkt 或 safetensors
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+ $device = "cuda" # device to use, cuda for GPU | 使用 GPU跑, 默认 CPU
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+ $new_conv_rank = 0 # Specify rank of output LoRA for Conv2d 3x3, None for same as new_rank | Conv2d 3x3输出,没有默认同new_rank
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+
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+ # Activate python venv
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+ .\venv\Scripts\activate
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+
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+ $Env:HF_HOME = "huggingface"
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+ $Env:XFORMERS_FORCE_DISABLE_TRITON = "1"
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+ $ext_args = [System.Collections.ArrayList]::new()
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+
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+ [void]$ext_args.Add("--models")
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+ foreach ($model in $models.Split(" ")) {
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+ [void]$ext_args.Add($model)
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+ }
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+
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+ [void]$ext_args.Add("--ratios")
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+ foreach ($ratio in $ratios.Split(" ")) {
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+ [void]$ext_args.Add([float]$ratio)
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+ }
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+
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+ if ($new_conv_rank) {
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+ [void]$ext_args.Add("--new_conv_rank=" + $new_conv_rank)
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+ }
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+
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+ # run svd_merge
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+ accelerate launch --num_cpu_threads_per_process=8 "./scripts/networks/svd_merge_lora.py" `
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+ --save_precision=$save_precision `
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+ --precision=$precision `
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+ --new_rank=$new_rank `
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+ --save_to=$save_to `
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+ --device=$device `
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+ $ext_args
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+
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+ Write-Output "SVD Merge finished"
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+ Read-Host | Out-Null ;