Model: LeonardoBenitez/sd-lora-naruto
Author: LeonardoBenitez
Tags: tensorboard, safetensors, model-index, region:us
Card metadata: hyperparameters: pretrained_model_name_or_path: stable-diffusion-v1-5/stable-diffusion-v1-5
dataset_forget_name: lambdalabs/naruto-blip-captions
dataset_retain_name: Hamdy20002/COCO_Person
image_column: image
caption_column: text
validation_prompt: A man with blue eyes.
num_validation_images: 4
validation_epochs: 10
output_dir: ./assets/lora/naruto
seed: 42
resolution: 512
center_crop: yes
random_flip: yes
train_batch_size: 16
num_train_epochs: 30
max_train_steps: 600
gradient_accumulation_steps: 4
gradient_checkpointing: no
learning_rate: 0.0001
lr_scheduler: cosine
lr_warmup_steps: 0
use_8bit_adam: no
allow_tf32: no
dataloader_num_workers: 2
adam_beta1: 0.9
adam_beta2: 0.999
adam_weight_decay: 0.01
adam_epsilon: 1e-08
max_grad_norm: 1
push_to_hub: yes
hub_model_id: LeonardoBenitez/sd-lora-naruto
logging_dir: logs
mixed_precision: fp16
report_to: tensorboard
local_rank: -1
checkpointing_steps: 500
enable_xformers_memory_efficient_attention: no
noise_offset: 0
rank: 4
model-index: name: LeonardoBenitez/sd-lora-naruto
results: task: type: text-to-image
dataset: name: Forget set
type: inline-prompts
metrics: type: clip
value: 31.29228630065918
name: ForgetSet clip score of original model mean (~↑)
verified: no, type: clip
value: 1.6053864712798527
name: ForgetSet clip score of original model std (~↓)
verified: no, type: clip
value: 32.105394554138186
name: ForgetSet clip score of learned model mean (~↑)
verified: no, type: clip
value: 2.143448490448914
name: ForgetSet clip score of learned model std (~↓)
verified: no, type: clip
value: 31.294652938842773
name: ForgetSet clip score of unlearned model mean (↓)
verified: no, type: clip
value: 1.4520006629294557
name: ForgetSet clip score of unlearned model std (~↓)
verified: no, type: clip
value: 0.8107416152954101
name: ForgetSet clip score difference between learned and unlearned mean (↑)
verified: no, type: clip
value: 2.5343608067195795
name: ForgetSet clip score difference between learned and unlearned std (~↓)
verified: no, type: clip
value: -0.00236663818359375
name: ForgetSet clip score difference between original and unlearned mean (↑)
verified: no, type: clip
value: 1.7726175782733715
name: ForgetSet clip score difference between original and unlearned std (~↓)
verified: no, type: clip
value: 27.232918739318848
name: RetainSet clip score of original model mean (~↑)
verified: no, type: clip
value: 3.0952564068367803
name: RetainSet clip score of original model std (~↓)
verified: no, type: clip
value: 27.97126712799072
name: RetainSet clip score of learned model mean (~)
verified: no, type: clip
value: 2.6027507454397467
name: RetainSet clip score of learned model std (~↓)
verified: no, type: clip
value: 25.836623001098634
name: RetainSet clip score of unlearned model mean (↑)
verified: no, type: clip
value: 3.048693059402674
name: RetainSet clip score of unlearned model std (~↓)
verified: no, type: clip
value: 2.13464412689209
name: RetainSet clip score difference between learned and unlearned mean (↓)
verified: no, type: clip
value: 2.351855303136648
name: RetainSet clip score difference between learned and unlearned std (~↓)
verified: no, type: clip
value: 1.3962957382202148
name: RetainSet clip score difference between original and unlearned mean (↓)
verified: no, type: clip
value: 2.6109082672027903
name: RetainSet clip score difference between original and unlearned std (~↓)
verified: no, type: runtime
value: 1.8886299769083656
name: Inference latency seconds mean(↓)
verified: no, type: runtime
value: 0.013559705211560392
name: Inference latency seconds std(~↓)
verified: no, task: type: text-to-image
dataset: name: lambdalabs/naruto-blip-captions (forget) and Hamdy20002/COCO_Person (retain) sets
type: forget-and-retain-together
metrics: type: runtime
value: 3.385709047317505
name: Runtime init seconds (~↓)
verified: no, type: runtime
value: 5.867681503295898
name: Runtime data loading seconds (~↓)
verified: no, type: runtime
value: 5244.338262796402
name: Runtime training seconds (↓)
verified: no, type: runtime
value: 249.0876932144165
name: Runtime eval seconds (~↓)
verified: no
Likes: 0 | All-time downloads: 50
Created: 2025-02-14 10:41:59