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GAG - RPG Potions | LoRa XL

LORA
Original

Updated:

v0.1 LoRA XL CivitAI ver
v 0.1
19

GAG = Game Asset Generator
📅 Date: 2023-10-23T12:19:42

FF_Potion_Generator 🧪⚗️✨

  • Resolution: 1024x1024

  • Architecture: stable-diffusion-xl-v1-base/lora

  • Network Dim/Rank: 32.0

  • Alpha: 1.0

  • Module: networks.lora

  • Learning Rates:

    • Overall: 0.0005

    • UNet: 0.0005

    • Text Encoder: 5e-05

  • Optimizer: bitsandbytes.optim.adamw.AdamW8bit(weight_decay=0.1)

  • Scheduler: cosine_with_restarts

  • Warmup steps: 0

  • Training Details:

    • Epoch: 15

    • Batches per epoch: 250

    • Gradient accumulation steps: 1

  • Images:

    • Train images: 1000

    • Regularization images: 0

  • Noise & Regularization:

    • Multires noise iterations: 6.0

    • Multires noise discount: 0.3

    • Min SNR gamma: 5.0

    • Zero terminal SNR: True

    • Max grad norm: 1.0

    • Clip skip: 1

  • Dataset: 1 Directory with 500 images

  • UNet Weights:

    • Average magnitude: 2.9637

    • Average strength: 0.0109

  • Text Encoder Weights:

    • (1) Magnitude: 1.7253 | Strength: 0.0086

    • (2) Magnitude: 1.7251 | Strength: 0.0067

🔖 Tags:


potion, painting of one health potion, potion of healing, health potion, magic potions, magical potions, alchemy concept, hyper realistic poison bottle, rendered art, making a potion, potions, fantasy game spell symbol, rpg game item, alchemist bottles, rpg item render, stylized game art, game icon stylized, hyperdetailed scp artifact jar, 3 d icon for mobile game, 3 d render stylized, casting a spell on a potion ... and 904 more!


Starting my GAG Serries 🤟 🥃

This one is a Potion LORA for 2.1 SD models.

Depending on the model you will get quite different results.



You can use a background remover while generating and get:



again this is a test LORA and is heavily dependent on the input model.

LyCORIS version will be up for testing in a few hours.
And a 2.1 Model is expected in 48-60 hours

For PIXALISATION try:
PIXHELL by R6SPY 🤟


PS: so far you can use it for demonstration purposes (preview version)

with version 1.0 above (lora and models of GAG series)
two versions will be available:
Licensed - can be licensed for in-game usage upon request (using only my work and licensed images from my end)
Community - using sourced free images and sources but you are responsible is used commercially in your project ¯\_(ツ)_/¯ 🤟 🥃

Version Detail

SD 2.1 768
<p>Training data:<br />ss_batch_size_per_device: "10",</p><p>ss_bucket_info: "{"buckets": {"0": {"resolution": [384, 576], "count": 2440}, "1": {"resolution": [512, 512], "count": 49520}, "2": {"resolution": [576, 384], "count": 1720}}, "mean_img_ar_error": 0.0}",</p><p>ss_bucket_no_upscale: "True",</p><p>ss_cache_latents: "True",</p><p>ss_caption_dropout_every_n_epochs: "0",</p><p>ss_caption_dropout_rate: "0.0",</p><p>ss_caption_tag_dropout_rate: "0.0",</p><p>ss_clip_skip: "None",</p><p>ss_color_aug: "False",</p><p>ss_enable_bucket: "True",</p><p>ss_epoch: "2",</p><p>ss_face_crop_aug_range: "None",</p><p>ss_flip_aug: "False",</p><p>ss_full_fp16: "False",</p><p>ss_gradient_accumulation_steps: "1",</p><p>ss_gradient_checkpointing: "False",</p><p>ss_keep_tokens: "0",</p><p>ss_learning_rate: "0.0001",</p><p>ss_lowram: "False",</p><p>ss_lr_scheduler: "linear",</p><p>ss_lr_warmup_steps: "1074",</p><p>ss_max_bucket_reso: "1024",</p><p>ss_max_grad_norm: "1.0",</p><p>ss_max_token_length: "225",</p><p>ss_max_train_steps: "10736",</p><p>ss_min_bucket_reso: "256",</p><p>ss_mixed_precision: "fp16",</p><p>ss_network_alpha: "1.0",</p><p>ss_network_args: "{"conv_dim": "1", "conv_alpha": "1"}",</p><p>ss_network_dim: "16",</p><p>ss_network_module: "networks.lora",</p><p>ss_noise_offset: "0.1",</p><p>ss_num_batches_per_epoch: "5368",</p><p>ss_num_epochs: "2",</p><p>ss_num_reg_images: "0",</p><p>ss_num_train_images: "53680",</p><p>ss_optimizer: "lion_pytorch.lion_pytorch.Lion",</p><p>ss_output_name: "idle.Potionsv_qv",</p><p>ss_prior_loss_weight: "1.0",</p><p>ss_random_crop: "False",</p><p>ss_reg_dataset_dirs: "{}",</p><p>ss_resolution: "(512, 512)",</p><p>ss_sd_model_name: "stabilityai/stable-diffusion-2-1",</p><p>ss_sd_scripts_commit_hash: "00f74d271ab015916a75d6cee6f3af9b0b89f764",</p><p>ss_seed: "None",</p><p>ss_session_id: "3030622464",</p><p>ss_shuffle_caption: "True",</p><p>ss_text_encoder_lr: "5e-05",</p><p>ss_total_batch_size: "10",</p><p>ss_training_comment: "None",</p><p>ss_training_finished_at: "1679317172.8840992",</p><p>ss_training_started_at: "1679302821.9685614",</p><p>ss_unet_lr: "0.0001",</p><p>ss_v2: "True"</p>

Project Permissions

    Use Permissions

  • Use in TENSOR Online

  • As a online training base model on TENSOR

  • Use without crediting me

  • Share merges of this model

  • Use different permissions on merges

    Commercial Use

  • Sell generated images

  • Use on generation services

  • Sell this model or merges

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