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README.md

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+---
+tags:
+- text-to-image
+- flux
+- lora
+- diffusers
+- template:sd-lora
+- ai-toolkit
+widget:
+-   text: The Thing wearing a black and white tuxedo. He's in an office on a bright
+        afternoon. [trigger]
+    output:
+        url: samples/1740419466944__000004000_0.jpg
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: The_Thing
+license: creativeml-openrail-m
+
+
+---
+
+# The_Thing
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
+<Gallery />
+
+## Trigger words
+
+You should use `The_Thing` to trigger the image generation.
+
+## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.
+
+Weights for this model are available in Safetensors format.
+
+[Download](/ayanda13/The_Thing/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('/notebooks/ai-toolkit/black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
+pipeline.load_lora_weights('ayanda13/The_Thing', weight_name='The_Thing.safetensors')
+image = pipeline('The Thing wearing a black and white tuxedo. He's in an office on a bright afternoon. [trigger]').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)
+

The_Thing.safetensors

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+size 171969448

The_Thing_000003000.safetensors

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+oid sha256:3d578085544a27dd183b31f61be914c0a4f1596d0b2f0e0e47e1377cba38553d
+size 171969448

The_Thing_000003250.safetensors

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The_Thing_000003500.safetensors

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The_Thing_000003750.safetensors

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+oid sha256:768e0e6b0486526a8d78cc883590d25ceffa996b74d03a917a25611383d5b386
+size 171969448

config.yaml

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+job: extension
+config:
+  name: The_Thing
+  process:
+  - type: sd_trainer
+    training_folder: /notebooks/ai-toolkit/output
+    device: cuda:0
+    trigger_word: The_Thing
+    network:
+      type: lora
+      linear: 16
+      linear_alpha: 16
+    save:
+      dtype: float16
+      save_every: 250
+      max_step_saves_to_keep: 4
+      push_to_hub: true
+      hf_repo_id: ayanda13/The_Thing
+      hf_private: 'true'
+    datasets:
+    - folder_path: /notebooks/ai-toolkit/dataset/images
+      caption_ext: txt
+      caption_dropout_rate: 0.05
+      shuffle_tokens: false
+      cache_latents_to_disk: true
+      resolution:
+      - 512
+      - 720
+      - 768
+      - 1024
+      - 1088
+    train:
+      batch_size: 16
+      steps: 4000
+      gradient_accumulation_steps: 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: /notebooks/ai-toolkit/black-forest-labs/FLUX.1-dev
+      is_flux: true
+      quantize: true
+    sample:
+      sampler: flowmatch
+      sample_every: 250
+      width: 1280
+      height: 720
+      prompts:
+      - The Thing wearing a black and white tuxedo. He's in an office on a bright
+        afternoon. [trigger]
+      neg: ''
+      seed: 42
+      walk_seed: true
+      guidance_scale: 4
+      sample_steps: 30
+meta:
+  name: The_Thing
+  version: '1.0'
+  base_model: black-forest-labs/FLUX.1-dev

optimizer.pt

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+size 175676612