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【Stable Diffusion WebUI 】【Model】Lora model training

AI, Model, Stable-Diffusion / jasonchiucc / 2023-02-12

安裝

1. 進入 https://github.com/bmaltais/kohya_ss
  1.1 安裝 Required Dependencies 需要的工具
  1.2 安裝 Installation 需要的步驟
2.出現  accelerate config 按 Enter
  2.1 選擇 This machine
  2.2 選擇 No distributed training
  2.3
    Do you want to run your training on CPU only (even if a GPU is available)? [yes/NO]:NO
    Do you wish to optimize your script with torch dynamo?[yes/NO]:NO
    Do you want to use DeepSpeed? [yes/NO]: No
    What GPU(s) (by id) should be used for training on this machine as a comma-seperated list? [all]:all
    Do you wish to use FP16 or BF16 : FP16

C:\Users\Jason/.cache\huggingface\accelerate\default_config.yaml
command_file: null
commands: null
compute_environment: LOCAL_MACHINE
deepspeed_config: {}
distributed_type: 'NO'
downcast_bf16: 'no'
dynamo_backend: 'NO'
fsdp_config: {}
gpu_ids: all
machine_rank: 0
main_process_ip: null
main_process_port: null
main_training_function: main
megatron_lm_config: {}
mixed_precision: fp16
num_machines: 1
num_processes: 1
rdzv_backend: static
same_network: true
tpu_name: null
tpu_zone: null
use_cpu: false

3. Optional: CUDNN 8.6
   下載並把資料夾 (cudnn_windows) 放入 kohya_ss
   再剛剛 PowerShell 執行
   .\venv\Scripts\activate
   python .\tools\cudann_1.8_install.py
4. 右鍵 upgrade.ps1 > 用 PowerShell 執行
5. 執行 gui.bat

1. 進入 https://github.com/bmaltais/kohya_ss

1.1 安裝 Required Dependencies 需要的工具

1.2 安裝 Installation 需要的步驟

2.出現 accelerate config 按 Enter

2.1 選擇 This machine

2.2 選擇 No distributed training

2.3

Do you want to run your training on CPU only (even if a GPU is available)? [yes/NO]:NO

Do you wish to optimize your script with torch dynamo?[yes/NO]:NO

Do you want to use DeepSpeed? [yes/NO]: No

What GPU(s) (by id) should be used for training on this machine as a comma-seperated list? [all]:all

Do you wish to use FP16 or BF16 : FP16

C:\Users\Jason/.cache\huggingface\accelerate\default_config.yaml

command_file: null

commands: null

compute_environment: LOCAL_MACHINE

deepspeed_config: {}

distributed_type: 'NO'

downcast_bf16: 'no'

dynamo_backend: 'NO'

fsdp_config: {}

gpu_ids: all

machine_rank: 0

main_process_ip: null

main_process_port: null

main_training_function: main

megatron_lm_config: {}

mixed_precision: fp16

num_machines: 1

num_processes: 1

rdzv_backend: static

same_network: true

tpu_name: null

tpu_zone: null

use_cpu: false

3. Optional: CUDNN 8.6

下載並把資料夾 (cudnn_windows) 放入 kohya_ss

再剛剛 PowerShell 執行

.\venv\Scripts\activate

python .\tools\cudann_1.8_install.py

4. 右鍵 upgrade.ps1 > 用 PowerShell 執行

5. 執行 gui.bat

訓練圖像 [crayon-6a8ac1

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