Rhystz commited on
Commit
f53ddbd
1 Parent(s): 0ce0cf8

Upload folder using huggingface_hub

Browse files
README.md ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - text-to-image
4
+ - flux
5
+ - lora
6
+ - diffusers
7
+ - template:sd-lora
8
+ - fluxgym
9
+
10
+
11
+ base_model: black-forest-labs/FLUX.1-dev
12
+ instance_prompt: rhstz11
13
+ license: other
14
+ license_name: flux-1-dev-non-commercial-license
15
+ license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
16
+ ---
17
+
18
+ # rhstz
19
+
20
+ A Flux LoRA trained on a local computer with [Fluxgym](https://github.com/cocktailpeanut/fluxgym)
21
+
22
+ <Gallery />
23
+
24
+ ## Trigger words
25
+
26
+ You should use `rhstz11` to trigger the image generation.
27
+
28
+ ## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.
29
+
30
+ Weights for this model are available in Safetensors format.
31
+
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 = 1024
8
+ batch_size = 1
9
+ keep_tokens = 1
10
+
11
+ [[datasets.subsets]]
12
+ image_dir = '/app/fluxgym/datasets/rhstz'
13
+ class_tokens = 'rhstz11'
14
+ num_repeats = 10
rhstz-000004.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5ba1f957c98c78c9e331f99654243a552708caee2374f34b9fd1b400389338be
3
+ size 39762840
rhstz-000008.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:430e39db90e778bdcdf2c4eb18c460ad6d7ddf676bf2b5439f8d9a42c2a1243b
3
+ size 39762840
rhstz-000012.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:99a3d98eb82e0af1155917a68175bd3a83f515411fc86de66f8ac7c876d1c907
3
+ size 39762840
rhstz.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:49e669e274378260e3f5181b01a6f1c6ba26ec20c23d104552b1a92462afb0bc
3
+ size 39762840
sample_prompts.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ rhstz11
train.sh ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 "/app/fluxgym/models/unet/flux1-dev.sft" \
6
+ --clip_l "/app/fluxgym/models/clip/clip_l.safetensors" \
7
+ --t5xxl "/app/fluxgym/models/clip/t5xxl_fp16.safetensors" \
8
+ --ae "/app/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 1111 \
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 \
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 "/app/fluxgym/outputs/rhstz/dataset.toml" \
28
+ --output_dir "/app/fluxgym/outputs/rhstz" \
29
+ --output_name rhstz \
30
+ --timestep_sampling shift \
31
+ --discrete_flow_shift 3.1582 \
32
+ --model_prediction_type raw \
33
+ --guidance_scale 1 \
34
+ --loss_type l2 \