Upload folder using huggingface_hub
Browse files- README.md +32 -0
- dataset.toml +14 -0
- ksenrai-2-000004.safetensors +3 -0
- ksenrai-2-000008.safetensors +3 -0
- ksenrai-2-000012.safetensors +3 -0
- ksenrai-2.safetensors +3 -0
- sample/ksenrai-2_000600_00_20241129003435.png +0 -0
- sample/ksenrai-2_000600_00_20241129014827.png +0 -0
- sample/ksenrai-2_001200_00_20241129004448.png +0 -0
- sample/ksenrai-2_001800_00_20241129005500.png +0 -0
- sample/ksenrai-2_002400_00_20241129010511.png +0 -0
- sample_prompts.txt +1 -0
- train.sh +37 -0
README.md
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- text-to-image
|
4 |
+
- flux
|
5 |
+
- lora
|
6 |
+
- diffusers
|
7 |
+
- template:sd-lora
|
8 |
+
- fluxgym
|
9 |
+
widget:
|
10 |
+
- output:
|
11 |
+
url: ksenrai-2_002400_00_20241129010511.png
|
12 |
+
text: KSENRAI a woman standing with vibrant jacket and black jeans. The background is night neon New York.
|
13 |
+
base_model: black-forest-labs/FLUX.1-dev
|
14 |
+
instance_prompt: KSENRAI
|
15 |
+
license: other
|
16 |
+
license_name: flux-1-dev-non-commercial-license
|
17 |
+
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
|
18 |
+
---
|
19 |
+
|
20 |
+
# KSENRAI
|
21 |
+
|
22 |
+
A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
|
23 |
+
|
24 |
+
<Gallery />
|
25 |
+
|
26 |
+
## Trigger words
|
27 |
+
|
28 |
+
You should use `KSENRAI` to trigger the image generation.
|
29 |
+
|
30 |
+
## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
|
31 |
+
|
32 |
+
Weights for this model are available in Safetensors format.
|
dataset.toml
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
[general]
|
2 |
+
shuffle_caption = false
|
3 |
+
caption_extension = '.txt'
|
4 |
+
keep_tokens = 1
|
5 |
+
|
6 |
+
[[datasets]]
|
7 |
+
resolution = 512
|
8 |
+
batch_size = 1
|
9 |
+
keep_tokens = 1
|
10 |
+
|
11 |
+
[[datasets.subsets]]
|
12 |
+
image_dir = '/home/ubuntu/fluxgym/datasets/ksenrai-2'
|
13 |
+
class_tokens = 'KSENRAI'
|
14 |
+
num_repeats = 10
|
ksenrai-2-000004.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:67997c874201b3825db8b85d1943720001771e12d227b5689cb71f323f5da9d2
|
3 |
+
size 39764016
|
ksenrai-2-000008.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e20643986fad6f3974a9856e24b204d9944d705cd460b8b6ecc315cec187e1e8
|
3 |
+
size 39764016
|
ksenrai-2-000012.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8e591d7de5e9b082bf21ccbf8c793b13cf05f6bc0520d4c14dd9f7489640ed53
|
3 |
+
size 39764016
|
ksenrai-2.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c9194a934893e37d3cce626e0addb9f72d46e8023e4c654347e9639b48d699a0
|
3 |
+
size 39764016
|
sample/ksenrai-2_000600_00_20241129003435.png
ADDED
sample/ksenrai-2_000600_00_20241129014827.png
ADDED
sample/ksenrai-2_001200_00_20241129004448.png
ADDED
sample/ksenrai-2_001800_00_20241129005500.png
ADDED
sample/ksenrai-2_002400_00_20241129010511.png
ADDED
sample_prompts.txt
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
KSENRAI a woman standing with vibrant jacket and black jeans. The background is night neon New York.
|
train.sh
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
accelerate launch \
|
2 |
+
--mixed_precision bf16 \
|
3 |
+
--num_cpu_threads_per_process 1 \
|
4 |
+
sd-scripts/flux_train_network.py \
|
5 |
+
--pretrained_model_name_or_path "/home/ubuntu/fluxgym/models/unet/flux1-dev.sft" \
|
6 |
+
--clip_l "/home/ubuntu/fluxgym/models/clip/clip_l.safetensors" \
|
7 |
+
--t5xxl "/home/ubuntu/fluxgym/models/clip/t5xxl_fp16.safetensors" \
|
8 |
+
--ae "/home/ubuntu/fluxgym/models/vae/ae.sft" \
|
9 |
+
--cache_latents_to_disk \
|
10 |
+
--save_model_as safetensors \
|
11 |
+
--sdpa --persistent_data_loader_workers \
|
12 |
+
--max_data_loader_n_workers 2 \
|
13 |
+
--seed 42 \
|
14 |
+
--gradient_checkpointing \
|
15 |
+
--mixed_precision bf16 \
|
16 |
+
--save_precision bf16 \
|
17 |
+
--network_module networks.lora_flux \
|
18 |
+
--network_dim 4 \
|
19 |
+
--optimizer_type adamw8bit \--sample_prompts="/home/ubuntu/fluxgym/outputs/ksenrai-2/sample_prompts.txt" --sample_every_n_steps="600" \
|
20 |
+
--learning_rate 8e-4 \
|
21 |
+
--cache_text_encoder_outputs \
|
22 |
+
--cache_text_encoder_outputs_to_disk \
|
23 |
+
--fp8_base \
|
24 |
+
--highvram \
|
25 |
+
--max_train_epochs 16 \
|
26 |
+
--save_every_n_epochs 4 \
|
27 |
+
--dataset_config "/home/ubuntu/fluxgym/outputs/ksenrai-2/dataset.toml" \
|
28 |
+
--output_dir "/home/ubuntu/fluxgym/outputs/ksenrai-2" \
|
29 |
+
--output_name ksenrai-2 \
|
30 |
+
--timestep_sampling shift \
|
31 |
+
--discrete_flow_shift 3.1582 \
|
32 |
+
--model_prediction_type raw \
|
33 |
+
--guidance_scale 1 \
|
34 |
+
--loss_type l2 \
|
35 |
+
--initial_epoch 12 \
|
36 |
+
--initial_step 2400 \
|
37 |
+
--network_weights /home/ubuntu/fluxgym/outputs/ksenrai-2/ksenrai-2-000012.safetensors \
|