Instructions to use SimpleTuner/moss-image-sft-anyflow-stage1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SimpleTuner/moss-image-sft-anyflow-stage1 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("OpenMOSS-Team/MOSS-Image-SFT", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SimpleTuner/moss-image-sft-anyflow-stage1") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
Publish MOSS-Image SFT AnyFlow recipes, adapters, and validation previews
Browse files- .gitattributes +16 -0
- README.md +3 -3
- checkpoint-27000/assets/step_27000_character_0_512x512.png +3 -0
- checkpoint-27000/assets/step_27000_character_1_1024x1024.png +3 -0
- checkpoint-27000/assets/step_27000_photo_0_512x512.png +3 -0
- checkpoint-27000/assets/step_27000_photo_1_1024x1024.png +3 -0
- checkpoint-27000/assets/step_27000_portrait_0_512x512.png +3 -0
- checkpoint-27000/assets/step_27000_portrait_1_1024x1024.png +3 -0
- checkpoint-27000/assets/step_27000_text_0_512x512.png +3 -0
- checkpoint-27000/assets/step_27000_text_1_1024x1024.png +3 -0
- checkpoint-27000/ema/pytorch_lora_weights.safetensors +3 -0
- checkpoint-27000/pytorch_lora_weights.safetensors +3 -0
- publication.json +13 -1
- validation_images/step_27000_character_0_512x512.png +3 -0
- validation_images/step_27000_character_1_1024x1024.png +3 -0
- validation_images/step_27000_photo_0_512x512.png +3 -0
- validation_images/step_27000_photo_1_1024x1024.png +3 -0
- validation_images/step_27000_portrait_0_512x512.png +3 -0
- validation_images/step_27000_portrait_1_1024x1024.png +3 -0
- validation_images/step_27000_text_0_512x512.png +3 -0
- validation_images/step_27000_text_1_1024x1024.png +3 -0
.gitattributes
CHANGED
|
@@ -689,3 +689,19 @@ validation_images/step_26500_portrait_0_512x512.png filter=lfs diff=lfs merge=lf
|
|
| 689 |
validation_images/step_26500_portrait_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 690 |
validation_images/step_26500_text_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 691 |
validation_images/step_26500_text_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 689 |
validation_images/step_26500_portrait_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 690 |
validation_images/step_26500_text_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 691 |
validation_images/step_26500_text_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 692 |
+
checkpoint-27000/assets/step_27000_character_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 693 |
+
checkpoint-27000/assets/step_27000_character_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 694 |
+
checkpoint-27000/assets/step_27000_photo_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 695 |
+
checkpoint-27000/assets/step_27000_photo_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 696 |
+
checkpoint-27000/assets/step_27000_portrait_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 697 |
+
checkpoint-27000/assets/step_27000_portrait_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 698 |
+
checkpoint-27000/assets/step_27000_text_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 699 |
+
checkpoint-27000/assets/step_27000_text_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 700 |
+
validation_images/step_27000_character_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 701 |
+
validation_images/step_27000_character_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 702 |
+
validation_images/step_27000_photo_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 703 |
+
validation_images/step_27000_photo_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 704 |
+
validation_images/step_27000_portrait_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 705 |
+
validation_images/step_27000_portrait_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
| 706 |
+
validation_images/step_27000_text_0_512x512.png filter=lfs diff=lfs merge=lfs -text
|
| 707 |
+
validation_images/step_27000_text_1_1024x1024.png filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
|
@@ -12,7 +12,7 @@ tags:
|
|
| 12 |
|
| 13 |
Forward MeanFlow pretraining. Stage 2 initializes from the final EMA adapter.
|
| 14 |
|
| 15 |
-
Status: **training**. Observed updates:
|
| 16 |
|
| 17 |
## Training recipe
|
| 18 |
|
|
@@ -49,11 +49,11 @@ Schedule correction: the stage-1 run resumed from update 1,000 with the [flow-sc
|
|
| 49 |
|
| 50 |
[Pre-correction previews](pre-schedule-fix/validation_images) remain available.
|
| 51 |
|
| 52 |
-
[1,000](checkpoint-1000), [2,000](checkpoint-2000), [3,000](checkpoint-3000), [4,000](checkpoint-4000), [5,000](checkpoint-5000), [6,000](checkpoint-6000), [7,000](checkpoint-7000), [8,000](checkpoint-8000), [9,000](checkpoint-9000), [10,000](checkpoint-10000), [11,000](checkpoint-11000), [12,000](checkpoint-12000), [13,000](checkpoint-13000), [14,000](checkpoint-14000), [15,000](checkpoint-15000), [16,000](checkpoint-16000), [17,000](checkpoint-17000), [18,000](checkpoint-18000), [19,000](checkpoint-19000), [20,000](checkpoint-20000), [21,000](checkpoint-21000), [22,000](checkpoint-22000), [23,000](checkpoint-23000), [24,000](checkpoint-24000), [25,000](checkpoint-25000), [26,000](checkpoint-26000)
|
| 53 |
|
| 54 |
[All validation previews](validation_images) include live and EMA comparisons at both resolutions.
|
| 55 |
|
| 56 |
-
Latest live adapter: [update
|
| 57 |
|
| 58 |
## Inference
|
| 59 |
|
|
|
|
| 12 |
|
| 13 |
Forward MeanFlow pretraining. Stage 2 initializes from the final EMA adapter.
|
| 14 |
|
| 15 |
+
Status: **training**. Observed updates: 27,060 / 100,000.
|
| 16 |
|
| 17 |
## Training recipe
|
| 18 |
|
|
|
|
| 49 |
|
| 50 |
[Pre-correction previews](pre-schedule-fix/validation_images) remain available.
|
| 51 |
|
| 52 |
+
[1,000](checkpoint-1000), [2,000](checkpoint-2000), [3,000](checkpoint-3000), [4,000](checkpoint-4000), [5,000](checkpoint-5000), [6,000](checkpoint-6000), [7,000](checkpoint-7000), [8,000](checkpoint-8000), [9,000](checkpoint-9000), [10,000](checkpoint-10000), [11,000](checkpoint-11000), [12,000](checkpoint-12000), [13,000](checkpoint-13000), [14,000](checkpoint-14000), [15,000](checkpoint-15000), [16,000](checkpoint-16000), [17,000](checkpoint-17000), [18,000](checkpoint-18000), [19,000](checkpoint-19000), [20,000](checkpoint-20000), [21,000](checkpoint-21000), [22,000](checkpoint-22000), [23,000](checkpoint-23000), [24,000](checkpoint-24000), [25,000](checkpoint-25000), [26,000](checkpoint-26000), [27,000](checkpoint-27000)
|
| 53 |
|
| 54 |
[All validation previews](validation_images) include live and EMA comparisons at both resolutions.
|
| 55 |
|
| 56 |
+
Latest live adapter: [update 27,000](checkpoint-27000/pytorch_lora_weights.safetensors).
|
| 57 |
|
| 58 |
## Inference
|
| 59 |
|
checkpoint-27000/assets/step_27000_character_0_512x512.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_character_1_1024x1024.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_photo_0_512x512.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_photo_1_1024x1024.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_portrait_0_512x512.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_portrait_1_1024x1024.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_text_0_512x512.png
ADDED
|
Git LFS Details
|
checkpoint-27000/assets/step_27000_text_1_1024x1024.png
ADDED
|
Git LFS Details
|
checkpoint-27000/ema/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac16d7018872162e52da49f190f2caf1b1812f6bc259590a415c6491a47b14fb
|
| 3 |
+
size 294180952
|
checkpoint-27000/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ce4d205a148a7e1063c34a11862ca40e6ac050b2fba47b4ea637f75f8a8f9ca5
|
| 3 |
+
size 294180952
|
publication.json
CHANGED
|
@@ -103,10 +103,14 @@
|
|
| 103 |
"26000": {
|
| 104 |
"live": "df3ef95a826160945726aad9161b3108174ffaa66a60313b9349081e192021a7",
|
| 105 |
"ema": "452f31d7d04fa98de4996b37c0dc20901039c4b51a9b686c2c7f6c5fc8a5bf40"
|
|
|
|
|
|
|
|
|
|
|
|
|
| 106 |
}
|
| 107 |
},
|
| 108 |
"state": "training",
|
| 109 |
-
"step":
|
| 110 |
"previews": [
|
| 111 |
"validation_images/step_0_character_0_512x512.png",
|
| 112 |
"validation_images/step_0_character_1_1024x1024.png",
|
|
@@ -420,6 +424,14 @@
|
|
| 420 |
"validation_images/step_26500_portrait_1_1024x1024.png",
|
| 421 |
"validation_images/step_26500_text_0_512x512.png",
|
| 422 |
"validation_images/step_26500_text_1_1024x1024.png",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 423 |
"validation_images/step_3000_character_0_512x512.png",
|
| 424 |
"validation_images/step_3000_character_1_1024x1024.png",
|
| 425 |
"validation_images/step_3000_photo_0_512x512.png",
|
|
|
|
| 103 |
"26000": {
|
| 104 |
"live": "df3ef95a826160945726aad9161b3108174ffaa66a60313b9349081e192021a7",
|
| 105 |
"ema": "452f31d7d04fa98de4996b37c0dc20901039c4b51a9b686c2c7f6c5fc8a5bf40"
|
| 106 |
+
},
|
| 107 |
+
"27000": {
|
| 108 |
+
"live": "ce4d205a148a7e1063c34a11862ca40e6ac050b2fba47b4ea637f75f8a8f9ca5",
|
| 109 |
+
"ema": "ac16d7018872162e52da49f190f2caf1b1812f6bc259590a415c6491a47b14fb"
|
| 110 |
}
|
| 111 |
},
|
| 112 |
"state": "training",
|
| 113 |
+
"step": 27060,
|
| 114 |
"previews": [
|
| 115 |
"validation_images/step_0_character_0_512x512.png",
|
| 116 |
"validation_images/step_0_character_1_1024x1024.png",
|
|
|
|
| 424 |
"validation_images/step_26500_portrait_1_1024x1024.png",
|
| 425 |
"validation_images/step_26500_text_0_512x512.png",
|
| 426 |
"validation_images/step_26500_text_1_1024x1024.png",
|
| 427 |
+
"validation_images/step_27000_character_0_512x512.png",
|
| 428 |
+
"validation_images/step_27000_character_1_1024x1024.png",
|
| 429 |
+
"validation_images/step_27000_photo_0_512x512.png",
|
| 430 |
+
"validation_images/step_27000_photo_1_1024x1024.png",
|
| 431 |
+
"validation_images/step_27000_portrait_0_512x512.png",
|
| 432 |
+
"validation_images/step_27000_portrait_1_1024x1024.png",
|
| 433 |
+
"validation_images/step_27000_text_0_512x512.png",
|
| 434 |
+
"validation_images/step_27000_text_1_1024x1024.png",
|
| 435 |
"validation_images/step_3000_character_0_512x512.png",
|
| 436 |
"validation_images/step_3000_character_1_1024x1024.png",
|
| 437 |
"validation_images/step_3000_photo_0_512x512.png",
|
validation_images/step_27000_character_0_512x512.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_character_1_1024x1024.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_photo_0_512x512.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_photo_1_1024x1024.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_portrait_0_512x512.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_portrait_1_1024x1024.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_text_0_512x512.png
ADDED
|
Git LFS Details
|
validation_images/step_27000_text_1_1024x1024.png
ADDED
|
Git LFS Details
|