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dariusz_kieliszek_style

5

Updated: Aug 14, 2026

style

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bf16 SafeTensor

adapter_model.safetensors

BF16, good balance • 132.24 MB

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Type
LoRA
Stats

79

5

6

Reviews
Published

Aug 14, 2026

Base Model

Anima

Training
Epochs: 30
Hash
AutoV2
D5A16EB33D
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Followers - 11

11

Likes - 86

86

License:

Anima

The Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

Built on NVIDIA Cosmos

dariusz_kieliszek_45.png

@dariusz_kieliszek.

epochs = 30(only)

# trained using diffusion-pipe commit 6e95020cad0b3cd7dcb93ce42b358669051bf6d2

output_dir = '/home/txiaou/diffusion-pipe/output/dariusz_kieliszek_style'

dataset = '/home/txiaou/diffusion-pipe/examples/dariusz_kieliszek.toml'

eval_datasets = [

{name = 'eval_train', config = '/home/txiaou/diffusion-pipe/examples/dariusz_kieliszek_eval_train.toml'},

]

# training settings

epochs = 80

micro_batch_size_per_gpu = 1

pipeline_stages = 1

gradient_accumulation_steps = 4

gradient_clipping = 1

warmup_steps = 100

# eval settings

eval_every_n_epochs = 5

#eval_every_n_steps = 500

#eval_every_n_examples = 2048000

eval_before_first_step = true

eval_micro_batch_size_per_gpu = 1

eval_gradient_accumulation_steps = 1

# misc settings

save_every_n_epochs = 10

#save_every_n_steps = 1000

#save_every_n_examples = 4096000

#checkpoint_every_n_epochs = 1

#checkpoint_every_n_minutes = 120

activation_checkpointing = true

#reentrant_activation_checkpointing = true

partition_method = 'parameters'

# partition_method = 'manual'

# partition_split = [10]

save_dtype = 'bfloat16'

caching_batch_size = 1

map_num_proc = 8

steps_per_print = 1

compile = true

[model]

type = 'anima'

transformer_path = '/home/txiaou/diffusion-pipe/models/anima/anima-base-v1.0.safetensors'

vae_path = '/home/txiaou/diffusion-pipe/models/qwen/qwen_image_vae.safetensors'

llm_path = '/home/txiaou/diffusion-pipe/models/qwen/qwen_3_06b_base.safetensors'

dtype = 'bfloat16'

#cache_text_embeddings = false

llm_adapter_lr = 0

#timestep_sample_method = 'uniform'

#flux_shift = true

#multiscale_loss_weight = 0.5

sigmoid_scale = 1.3

[adapter]

type = 'lora'

rank = 32

dtype = 'bfloat16'

[optimizer]

type = 'adamw_optimi'

lr = 2e-5

betas = [0.9, 0.99]

weight_decay = 0.01

eps = 1e-8