Download
1 variant available
320 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9
00 1 2 3 4 5 6 7 8 9
(3)
Aug 31, 2026
### Training Information (Anima DiT)
+ Output Name: bf16_Anima_V1_Neva
+ Network Module: networks.lora_anima
+ Epochs: 10
+ Max Train Steps: Auto (Epoch)
+ Learning Rate: 0.0001
+ Text Encoder LR: 5e-05
+ Optimizer: AdamW8bit
+ Mixed Precision: bf16
+ LR Scheduler: cosine_with_restarts
+ LR Warmup Steps: 0
+ Restart Cycles: 3
+ Rank: 32/32 (Dim, Alpha)
### Anima Arguments:
+ timestep_sample_method: logit_normal
+ discrete_flow_shift: 3
+ weighting_scheme: logit_normal
### Dataset Info (dataset.toml):
+ Batch Size: 1
+ Resolution: 1152x1152
+ Steps (calculated): 80
+ Bucketing: True
### Datasets Parameter:
+ 2_outfit_neva_casual : images: 10 | repeats: 5 | keep_tokens: 1 | flip_aug: False | shuffle_caption: False
+ 1_gerenic : images: 5 | repeats: 1 | keep_tokens: 1 | flip_aug: False | shuffle_caption: True
+ 4_Reg : images: 4 | repeats: 2 | keep_tokens: 1 | flip_aug: True | shuffle_caption: True
Show more

1090 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9
3350 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9
License:
AnimaThe 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
Prompt Trigger:
Base Character:
neva, 1girl, ploar bear, animal ears, white bear ears, white hair, long hair, hair between eyes, bangs, blue eyes,Outfit Casual:
outfit_neva_casual, light purple jacket, jacket, long sleeves, scarf, pink scarf, gloves, white gloves, dark purple skirt, thighhighs, white thighhighs, pink shoes