Upload folder using huggingface_hub

README.md

@@ -0,0 +1,67 @@
+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- ai-toolkit
+widget:
+-   text: FRM$ a majestic mountain range with snow-capped peaks in the background,
+        illuminated by the setting sun. The sky is a beautiful mix of oranges, pinks,
+        and purples, creating a stunning backdrop for the majestic peaks.
+    output:
+        url: samples/1737306028575__000002500_0.jpg
+-   text: FRM$ a river flowing near a mountain and plains land, firewatch style,  watch
+        tower on mountain, purplish dominant color, animals
+    output:
+        url: samples/1737306067347__000002500_1.jpg
+-   text: FRM$ a breathtaking view of the Great Smoky Mountains from the top of a
+        mountain at sunset. The sky is a beautiful mix of oranges, pinks, and purples,
+        and the clouds are illuminated by the setting sun. The mountains are silhouetted
+        against the sky, creating a stunning landscape.
+    output:
+        url: samples/1737306106096__000002500_2.jpg
+-   text: FRM$ a small, secluded lake nestled amidst a valley of stylized, low-poly
+        mountains, reminiscent of the Firewatch art style. A simple wooden watchtower
+        overlooks the lake, its silhouette sharp against the warm, orange and pink
+        hues of a sunset sky.  A small herd of deer graze peacefully near the lakeshore.
+        The overall scene should evoke a sense of tranquility and isolation, with
+        a vibrant yet slightly muted color palette.
+    output:
+        url: samples/1737306144841__000002500_3.jpg
+base_model: ostris/Flex.1-alpha
+
+license: creativeml-openrail-m
+
+
+---
+
+# backdrops_v1
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
+<Gallery />
+
+## Trigger words
+
+FRM$
+
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
+
+Weights for this model are available in Safetensors format.
+
+[Download](/None/tree/main) them in the Files & versions tab.
+
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+
+```py
+from diffusers import AutoPipelineForText2Image
+import torch
+
+pipeline = AutoPipelineForText2Image.from_pretrained('Cossale/Frames-Flex', torch_dtype=torch.bfloat16).to('cuda')
+pipeline.load_lora_weights('None', weight_name='backdrops_v1.safetensors')
+image = pipeline('FRM$ a majestic mountain range with snow-capped peaks in the background, illuminated by the setting sun. The sky is a beautiful mix of oranges, pinks, and purples, creating a stunning backdrop for the majestic peaks.').images[0]
+image.save("my_image.png")
+```
+
+For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
+

backdrops_v1.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d35cb4142044712c0d6eebd7aca4273068951ec4fa93b56cf4998f8f3253ac0
+size 117860384

backdrops_v1_000000250.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0597fcf9eb55d606610fb71209dd3f0bae90ec3d42d89637ece9c0bb40f30dd1
+size 117860384

backdrops_v1_000000500.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78b3d4e212f2baabaeea572d9ed5cdee9fdb1a4417ef2504e23e3bfb4b2fd756
+size 117860384

backdrops_v1_000000750.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3803692b191cbcf01d790a3841ca5336beba7155114e30735435f828aa1b4a4b
+size 117860384

backdrops_v1_000001000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39bba528cb1d8891fb301fe30464943c64429d22d4aed1afd4dd1f9c0dfae573
+size 117860384

backdrops_v1_000001250.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3bf97bcf9dfed6f771ed75c351c77b7e6575be9bce492fa9ef9b605cf290b4b
+size 117860384

backdrops_v1_000001500.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0ee5f27dc86ebd6f77ee7870d48c8a10011828740485b6d7f07c67607772b07
+size 117860384

backdrops_v1_000001750.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02c3eb389824dbf9e32b011d605174c82227c7db05513e04e23cf54c9846881e
+size 117860384

backdrops_v1_000002000.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26ba1f597e63449ba7e7e9ebf12ac18e72ea9da598ec419e273d91ed76fb8dca
+size 117860384

backdrops_v1_000002250.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:137075436851bed74304f32ae6dcc30bad9b6b6464af8a8a577c9c37c45f1e80
+size 117860384

config.yaml

@@ -0,0 +1,78 @@
+job: extension
+config:
+  name: backdrops_v1
+  process:
+  - type: sd_trainer
+    training_folder: output
+    performance_log_every: 500
+    device: cuda:0
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 12
+      push_to_hub: true
+    datasets:
+    - folder_path: /Datasets/Backdrops/Backdrops-1080x1920
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 768
+      - 1024
+    train:
+      batch_size: 1
+      bypass_guidance_embedding: true
+      steps: 2500
+      gradient_accumulation: 1
+      train_unet: true
+      train_text_encoder: false
+      gradient_checkpointing: true
+      noise_scheduler: flowmatch
+      optimizer: adamw8bit
+      lr: 0.0001
+      ema_config:
+        use_ema: true
+        ema_decay: 0.99
+      dtype: bf16
+    model:
+      name_or_path: /Models/Flex.1-alpha
+      is_flux: true
+      quantize: true
+      quantize_kwargs:
+        exclude:
+        - '*time_text_embed*'
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 768
+      height: 1366
+      prompts:
+      - FRM$ a majestic mountain range with snow-capped peaks in the background, illuminated
+        by the setting sun. The sky is a beautiful mix of oranges, pinks, and purples,
+        creating a stunning backdrop for the majestic peaks.
+      - FRM$ a river flowing near a mountain and plains land, firewatch style,  watch
+        tower on mountain, purplish dominant color, animals
+      - FRM$ a breathtaking view of the Great Smoky Mountains from the top of a mountain
+        at sunset. The sky is a beautiful mix of oranges, pinks, and purples, and
+        the clouds are illuminated by the setting sun. The mountains are silhouetted
+        against the sky, creating a stunning landscape.
+      - FRM$ a small, secluded lake nestled amidst a valley of stylized, low-poly
+        mountains, reminiscent of the Firewatch art style. A simple wooden watchtower
+        overlooks the lake, its silhouette sharp against the warm, orange and pink
+        hues of a sunset sky.  A small herd of deer graze peacefully near the lakeshore.
+        The overall scene should evoke a sense of tranquility and isolation, with
+        a vibrant yet slightly muted color palette.
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 25
+meta:
+  name: backdrops_v1
+  version: '1.0'

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e670fad535ac0742da9cd1ce7cc1c1d494a0d7fb7a3174b51257c33b9b4c3cd5
+size 120404340