text
stringlengths 3
145
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---
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job: "extension"
|
config:
|
name: "wan_asmongold_v1"
|
process:
|
- type: "diffusion_trainer"
|
training_folder: "c:\\Development\\ai-toolkit\\output"
|
sqlite_db_path: "./aitk_db.db"
|
device: "cuda"
|
trigger_word: "sks man"
|
performance_log_every: 10
|
network:
|
type: "lora"
|
linear: 32
|
linear_alpha: 32
|
conv: 16
|
conv_alpha: 16
|
lokr_full_rank: true
|
lokr_factor: -1
|
network_kwargs:
|
ignore_if_contains: []
|
save:
|
dtype: "bf16"
|
save_every: 500
|
max_step_saves_to_keep: 8
|
save_format: "diffusers"
|
push_to_hub: false
|
datasets:
|
- folder_path: "c:\\Development\\ai-toolkit\\datasets/asmongold"
|
control_path: null
|
mask_path: null
|
mask_min_value: 0.1
|
default_caption: "photo of a man"
|
caption_ext: "txt"
|
caption_dropout_rate: 0.05
|
cache_latents_to_disk: false
|
is_reg: false
|
network_weight: 1
|
resolution:
|
- 512
|
controls: []
|
shrink_video_to_frames: true
|
num_frames: 1
|
do_i2v: true
|
flip_x: false
|
flip_y: false
|
train:
|
batch_size: 1
|
bypass_guidance_embedding: false
|
steps: 2500
|
gradient_accumulation: 1
|
train_unet: true
|
train_text_encoder: false
|
gradient_checkpointing: true
|
noise_scheduler: "flowmatch"
|
optimizer: "adamw8bit"
|
timestep_type: "sigmoid"
|
content_or_style: "balanced"
|
optimizer_params:
|
weight_decay: 0.0001
|
unload_text_encoder: true
|
cache_text_embeddings: false
|
lr: 0.0001
|
ema_config:
|
use_ema: false
|
ema_decay: 0.99
|
skip_first_sample: true
|
disable_sampling: true
|
dtype: "bf16"
|
diff_output_preservation: false
|
diff_output_preservation_multiplier: 1
|
diff_output_preservation_class: "person"
|
switch_boundary_every: 1
|
model:
|
name_or_path: "Wan-AI/Wan2.1-T2V-14B-Diffusers"
|
quantize: true
|
qtype: "qfloat8"
|
quantize_te: true
|
qtype_te: "qfloat8"
|
arch: "wan21:14b"
|
low_vram: true
|
model_kwargs: {}
|
sample:
|
sampler: "flowmatch"
|
sample_every: 500
|
width: 512
|
height: 512
|
samples:
|
- prompt: "man with red hair, playing chess at the park, bomb going off in the background"
|
- prompt: "a man holding a coffee cup, in a beanie, sitting at a cafe"
|
- prompt: "a man showing off his cool new t shirt at the beach, a shark is jumping out of the water in the background"
|
- prompt: "man playing the guitar, on stage, singing a song, laser lights, punk rocker"
|
- prompt: "photo of a man , white background, medium shot, modeling clothing, studio lighting, white backdrop"
|
neg: ""
|
seed: 42
|
walk_seed: true
|
guidance_scale: 4
|
sample_steps: 25
|
num_frames: 1
|
fps: 1
|
malcolmrey's Various AI Model Repository
This is the repository of malcolmrey where various things related to Stable Diffusion, Flux, WAN, and other upcoming model architectures will land.
Current Content
Right now we have one tutorial that was pulled out of CivitAI regarding WAN 2.1 LoRA training:
� WAN 2.1 LoRA Training Tutorial - Complete guide on training WAN 2.1 LoRA models using AI Toolkit, including optimal dataset preparation, step-by-step instructions, and best practices.
Articles Collection
For a comprehensive collection of training guides, tutorials, and resources, check out:
📚 Articles Collection - Curated list of malcolmrey's articles from CivitAI covering DreamBooth, LoRA, LyCORIS, SDXL, Flux training, generation techniques, quality optimization tips, and useful tools & scripts.
Find malcolmrey
If you have a particular priority request you can always drop it at my coffee page: https://buymeacoffee.com/malcolmrey
Other places where you can find me:
🔗 Reddit: http://reddit.com/r/malcolmrey
🤗 Hugging Face: https://b-61j.pages.devm/malcolmrey
🎨 CivitAI: http://civitai.com/user/malcolmrey
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