adds new Momoka LoRA

README.md

@@ -69,6 +69,11 @@ Preview images are all generated with the same seed, model, and basic prompt tem
 ### Miyako (WIP)
 [Available on old Mega.co.nz repository.](https://mega.nz/folder/SqYwQTRI#GN2SmGTBsV6S4q-L-V4VeA)
 
+### Momoka
+[Yuragi Momoka / 由良木モモカ /  유라기 모모카 / 由良木桃香](https://huggingface.co/khanon/lora-training/blob/main/momoka/README.md)
+
+[![Momoka](momoka/chara-momoka.png)](https://huggingface.co/khanon/lora-training/blob/main/momoka/README.md)
+
 ### Mutsuki
 [Available on old Mega.co.nz repository.](https://mega.nz/folder/SqYwQTRI#GN2SmGTBsV6S4q-L-V4VeA)
 

momoka/README.md

@@ -0,0 +1,54 @@
+# Yuragi Momoka (Blue Archive)
+由良木モモカ (ブルーアーカイブ) / 유라기 모모카 (블루 아카이브) / 由良木桃香 (碧蓝档案)
+
+[**Download here.**](https://huggingface.co/khanon/lora-training/blob/main/momoka/chara-momoka-v1c.safetensors)
+
+## Table of Contents
+- [Preview](#preview)
+- [Usage](#usage)
+- [Training](#training)
+- [Revisions](#revisions)
+
+## Preview
+![Momoka portrait](chara-momoka-v1c.png)
+![Momoka preview 1](example-001b-v1c.png)
+![Momoka preview 2](example-002b-v1c.png)
+![Momoka preview 3](example-003b-v1c.png)
+
+## Usage
+Use any or all of the following tags to summon momoka: `momoka, halo, short twintails, horns, bright pupils, pointy ears, hair ornament, ahoge`
+- Add `(dragon tail:1.3)` for her tail (even though I'm not quite sure Momoka is truly a dragon?)
+
+For her normal outfit: `sleeveless dress, collared dress, blue necktie, white open jacket, off shoulder, loose socks, white shoes`
+- Add `frilled dress` if the frills at the bottom of her dress are not correctly displayed.
+
+For her accessories: `potato chips, bag of chips, holding food`
+
+For her smug expression: `smug, open mouth, sharp teeth, :3, :d`
+- Alternatively, `smug, grin, sharp teeth, smile` for a toothy grin
+
+[Here is a list of all tags including in the training dataset, sorted by frequency.](all_tags.txt)
+
+## Training
+*Exact parameters are provided in the accompanying JSON files.*
+- Trained on a set of 94 images.
+  - 13 repeats
+  - 3 batch size, 4 epochs
+  - `(94 * 13) / 3 * 4` = 1654 steps
+- 0.0737 loss
+- Initially tagged with WD1.4 swin-v2 model. Tags pruned/edited for consistency.
+- `constant_with_warmup` scheduler
+- 1.5e-5 text encoder LR
+- 1.5e-4 unet LR
+- 1e-5 optimizer LR
+- Used network_dimension 128 (same as usual) / network alpha 128 (default)
+  - Resized to 24 after training
+  - This LoRA seemed very slightly overtrained, perhaps due to smaller dataset, so resizing to 24 appeared a bit better than 32.
+- Training resolution 832x832.
+  - This one also came out better at 832 vs 768.
+  - It's not clear to me why some LoRAs perform substantially better at 768 and others at 832.
+- Trained without VAE.
+
+## Revisions
+- v1c (2023-02-19)
+  - Initial release.

momoka/all_tags.txt

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+Below is a list of keywords used during training of chara-momoka-v1c:
+[94] momoka
+[93] short twintails
+[92] 1girl
+[92] horns
+[89] ahoge
+[89] hair ornament
+[89] pointy ears
+[83] sleeveless dress
+[82] white dress
+[80] collared dress
+[80] looking at viewer
+[78] blue necktie
+[77] solo
+[76] halo
+[73] blush
+[67] white jacket
+[66] open jacket
+[61] dragon tail
+[59] bare shoulders
+[57] holding
+[52] food
+[52] potato chips
+[52] simple background
+[52] white background
+[51] off shoulder
+[50] open mouth
+[50] smile
+[49] bag of chips
+[49] puffy long sleeves
+[45] small breasts
+[42] breasts
+[39] bandaid on knee
+[38] holding food
+[38] :d
+[37] bandaid
+[35] :3
+[35] bright pupils
+[34] open clothes
+[32] full body
+[31] frilled dress
+[31] frills
+[31] green nails
+[31] nail polish
+[31] loose socks
+[31] white socks
+[30] sharp teeth
+[23] upper body
+[23] sitting
+[23] smug
+[20] white footwear
+[20] white shoes
+[20] teeth
+[19] closed mouth
+[18] sidelocks
+[18] bare arms
+[16] short hair
+[15] fang
+[15] sideboob
+[15] eating
+[14] standing
+[14] solo focus
+[13] cowboy shot
+[12] lying
+[12] skirt
+[11] panties
+[10] expressionless
+[10] underwear
+[10] 1boy
+[9] starry sky print
+[9] hetero
+[9] pussy
+[9] clothing cutout
+[8] censored
+[8] spread legs
+[8] feet out of frame
+[8] heart
+[7] boots
+[7] penis
+[7] loli
+[7] thighs
+[7] grin
+[7] jacket partially removed
+[7] armpits
+[7] hand up
+[6] food in mouth
+[6] navel
+[6] nipples
+[6] nude
+[6] tongue
+[6] tongue out
+[6] couch
+[6] no shoes
+[6] on back
+[6] blue background
+[5] skin fang
+[5] blurry background
+[5] bar censor
+[5] flat chest
+[5] sex
+[5] barefoot
+[5] pillow
+[5] blurry
+[5] arm up
+[5] covered navel
+[5] short dress
+[5] indoors
+[5] arms up
+[4] two-tone background
+[4] vaginal
+[4] feet
+[4] knees up
+[4] cleavage cutout
+[4] ass
+[4] looking back
+[4] leotard
+[4] crossed legs
+[4] giving
+[4] multiple views
+[4] sketch
+[4] on couch
+[3] large tail
+[3] bottomless
+[3] cum
+[3] cum in pussy
+[3] facial
+[3] leg up
+[3] on side
+[3] bare legs
+[3] legs
+[3] toes
+[3] clothed female nude male
+[3] snack
+[3] character name
+[3] embarrassed
+[3] laughing
+[3] wings
+[3] from behind
+[3] fangs
+[3] white panties
+[3] licking finger
+[3] multicolored clothes
+[3] food on face
+[3] bed sheet
+[3] on stomach
+[3] sweat
+[3] collarbone
+[3] clothes lift
+[2] black panties
+[2] pantyshot
+[2] standing on one leg
+[2] :o
+[2] from side
+[2] looking to the side
+[2] after sex
+[2] cum on hair
+[2] cumdrip
+[2] tearing up
+[2] tears
+[2] uncensored
+[2] bag
+[2] buttons
+[2] one eye closed
+[2] striped
+[2] striped panties
+[2] two-sided fabric
+[2] ribbon
+[2] between legs
+[2] groin
+[2] highleg
+[2] highleg leotard
+[2] white leotard
+[2] half-closed eyes
+[2] armpit crease
+[2] cropped legs
+[2] leaning forward
+[2] breast grab
+[2] cum on body
+[2] grabbing
+[2] missionary
+[2] shadow
+[2] backless dress
+[2] backless outfit
+[2] squatting
+[2] annoyed
+[2] arm support
+[2] upset
+[2] pink eyes
+[2] flashing
+[2] teasing
+[2] :p
+[2] on bed
+[2] signature
+[2] window
+[2] character profile
+[2] copyright name
+[2] english text
+[2] tachi-e
+[2] holding another's wrist
+[2] pink panties
+[2] black pantyhose
+[2] detached collar
+[2] pantyhose
+[2] light blush
+[2] naked towel
+[2] towel
+[2] hands up
+[2] lifting person
+[2] low wings
+[2] speech bubble
+[2] spoken heart
+[2] cameltoe
+[2] ribs
+[2] :<
+[2] black hair
+[2] multiple girls
+[2] very long hair
+[2] pleated skirt
+[2] upside-down
+[2] panties around one leg
+[1] footjob
+[1] tail tip
+[1] crown halo
+[1] cum in mouth
+[1] cum on tongue
+[1] cum string
+[1] mosaic censoring
+[1] :q
+[1] completely nude
+[1] leg lift
+[1] licking lips
+[1] looking at another
+[1] single boot
+[1] fellatio
+[1] long sleeves
+[1] oral
+[1] depth of field
+[1] alternate hair length
+[1] alternate hairstyle
+[1] between breasts
+[1] erection
+[1] long hair
+[1] pants
+[1] sexually suggestive
+[1] side ponytail
+[1] arm behind head
+[1] red background
+[1] blue panties
+[1] chestnut mouth
+[1] chocolate
+[1] wariza
+[1] hand between legs
+[1] pouting
+[1] candy
+[1] blush stickers
+[1] hand on hip
+[1] body writing
+[1] fertilization
+[1] impregnation
+[1] overflow
+[1] ovum
+[1] sperm cell
+[1] stomach bulge
+[1] tally
+[1] torso grab
+[1] pocky
+[1] back
+[1] bare back
+[1] from below
+[1] hands on own knees
+[1] soles
+[1] anger vein
+[1] frustrated
+[1] +++
+[1] hand to own mouth
+[1] trembling
+[1] whispering
+[1] foreshortening
+[1] detached sleeves
+[1] bed
+[1] curtains
+[1] day
+[1] hand on own cheek
+[1] hand on own face
+[1] head rest
+[1] stretching
+[1] cloud
+[1] lazy
+[1] sky
+[1] expressions
+[1] school uniform
+[1] arm grab
+[1] female orgasm
+[1] grabbing from behind
+[1] moaning
+[1] panty pull
+[1] pussy juice
+[1] sex from behind
+[1] standing sex
+[1] monitor
+[1] knees together feet apart
+[1] pointing
+[1] v-shaped eyebrows
+[1] alternate costume
+[1] animal ears
+[1] black leotard
+[1] brown pantyhose
+[1] fake animal ears
+[1] from above
+[1] looking up
+[1] playboy bunny
+[1] rabbit ears
+[1] strapless leotard
+[1] bucket
+[1] facing away
+[1] bottle
+[1] plant
+[1] potted plant
+[1] tile floor
+[1] tiles
+[1] !?
+[1] disembodied limb
+[1] nervous smile
+[1] bike shorts
+[1] black shorts
+[1] fang out
+[1] shorts
+[1] bandaids on nipples
+[1] sleeves past fingers
+[1] sleeves past wrists
+[1] cable
+[1] can
+[1] controller
+[1] shoes removed
+[1] bikini
+[1] bikini pull
+[1] clothes pull
+[1] micro bikini
+[1] pulled by self
+[1] side-tie bikini bottom
+[1] swimsuit
+[1] white bikini
+[1] covered nipples
+[1] balloon
+[1] medium breasts
+[1] condom
+[1] yokozuwari
+[1] 2girls
+[1] ...
+[1] belt
+[1] gloves
+[1] height difference
+[1] open coat
+[1] white gloves
+[1] arms behind head
+[1] collared shirt
+[1] sleeveless shirt
+[1] white shirt
+[1] jitome
+[1] knee up
+[1] spoken squiggle
+[1] squiggle
+[1] finger to mouth
+[1] doujin cover
+[1] frown
+[1] holding sign
+[1] sign
+[1] 3girls
+[1] basket
+[1] blonde hair
+[1] blue hair
+[1] feathered wings
+[1] glasses
+[1] gradient hair
+[1] holding basket
+[1] multicolored hair
+[1] outstretched arms
+[1] closed eyes
+[1] oversized clothes
+[1] waving
+[1] bean bag chair
+[1] after vaginal
+[1] bukkake
+[1] cum on clothes
+[1] wet clothes
+[1] hands in hair
+[1] holding hair
+[1] begging
+[1] nervous
+[1] notice lines
+[1] sparkle
+[1] sweatdrop
+[1] anus
+[1] breasts out
+[1] folded
+[1] heart censor
+[1] ^^^
+[1] dress lift
+[1] book
+[1] cheerleader
+[1] confetti
+[1] cosplay
+[1] holding pom poms
+[1] midriff
+[1] pom pom (cheerleading)
+[1] sneakers
+[1] star sticker
+[1] sticker on arm
+[1] sticker on face
+[1] white skirt
+[1] black background
+[1] gun
+[1] japanese text
+[1] dated
+[1] lifted by self
+[1] masturbation
+[1] naughty face
+[1] one breast out
+[1] outline
+[1] seductive smile

momoka/chara-momoka-v1c.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1a54e65577dc77a1f5c93bdba398205559dcc39a45dd95f70da194617386ea1
+size 28435475

momoka/lora_chara_momoka_v1c_94i13r.json

@@ -0,0 +1,59 @@
+{
+  "pretrained_model_name_or_path": "G:/sd/repo/models/Stable-diffusion/nai-animefull-final-pruned.safetensors",
+  "v2": false,
+  "v_parameterization": false,
+  "logging_dir": "",
+  "train_data_dir": "G:/sd/training/datasets/momoka/dataset",
+  "reg_data_dir": "",
+  "output_dir": "G:/sd/lora/trained/chara/momoka",
+  "max_resolution": "832,832",
+  "learning_rate": "1e-5",
+  "lr_scheduler": "constant_with_warmup",
+  "lr_warmup": "5",
+  "train_batch_size": 3,
+  "epoch": "4",
+  "save_every_n_epochs": "",
+  "mixed_precision": "fp16",
+  "save_precision": "fp16",
+  "seed": "31337",
+  "num_cpu_threads_per_process": 32,
+  "cache_latents": true,
+  "caption_extension": ".txt",
+  "enable_bucket": true,
+  "gradient_checkpointing": false,
+  "full_fp16": false,
+  "no_token_padding": false,
+  "stop_text_encoder_training": 0,
+  "use_8bit_adam": true,
+  "xformers": true,
+  "save_model_as": "safetensors",
+  "shuffle_caption": true,
+  "save_state": false,
+  "resume": "",
+  "prior_loss_weight": 1.0,
+  "text_encoder_lr": "1.5e-5",
+  "unet_lr": "1.5e-4",
+  "network_dim": 128,
+  "lora_network_weights": "",
+  "color_aug": false,
+  "flip_aug": false,
+  "clip_skip": 2,
+  "gradient_accumulation_steps": 1.0,
+  "mem_eff_attn": false,
+  "output_name": "chara-momoka-v1c-128",
+  "model_list": "",
+  "max_token_length": "150",
+  "max_train_epochs": "",
+  "max_data_loader_n_workers": "",
+  "network_alpha": 128,
+  "training_comment": "Character: `momoka, 1girl, halo, short twintails, horns, dragon tail, ahoge, hair ornament, bright pupils`\nStandard outfit: `sleeveless dress, white dress, blue necktie, white jacket, open jacket, off shoulder, puffy long sleeves, loose socks, white shoes, frills`\nAccessories: `potato chips, bag of chips, holding food`\nSmug expression: `smug, :3, :d, sharp teeth, open mouth`\n\nNot all tags are necessary.\n\n(94 * 13 repeats) / 3 batch size * 4 epochs = 1629 steps",
+  "keep_tokens": 2,
+  "lr_scheduler_num_cycles": "",
+  "lr_scheduler_power": "",
+  "persistent_data_loader_workers": true,
+  "bucket_no_upscale": true,
+  "random_crop": false,
+  "bucket_reso_steps": 64.0,
+  "caption_dropout_every_n_epochs": 0.0,
+  "caption_dropout_rate": 0
+}