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.gitattributes

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README.md

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+---
+language:
+- en
+license: other
+license_name: flux-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.txt
+base_model: black-forest-labs/FLUX.2-dev
+tags:
+- image-generation
+- flux
+- lora
+- distillation
+- turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+---
+
+# FLUX.2 [dev] Turbo LoRA
+
+**FLUX.2 [dev] Turbo** is a distilled LoRA adapter for [FLUX.2 [dev]](https://huggingface.co/black-forest-labs/FLUX.2-dev) that enables high-quality image generation in just **8 inference steps**.
+
+![Example Text-to-Image](./example_t2i.png)
+---
+
+---
+
+![Example Image Editing](./example_edit.png)
+
+## Key Features
+
+- ⚡ **8-step inference** — 6x faster than the base model's typical 50 steps
+- 🎨 **Quality preserved** — Matches or surpasses the original FLUX.2 [dev] quality
+- 🔌 **LoRA adapter** — Lightweight, easy to integrate with existing FLUX.2 workflows
+- 🖼️ **Multiple modes** — Supports both text-to-image and image editing
+
+
+## Hosted API Endpoints
+
+FLUX.2 [dev] Turbo is available through fal.ai hosted endpoints:
+- [Text-to-Image](https://fal.ai/models/fal-ai/flux-2/turbo)
+- [Image Editing](https://fal.ai/models/fal-ai/flux-2/turbo/edit)
+
+
+## Usage
+
+```python
+import torch
+from diffusers import Flux2Pipeline
+
+# Pre-shifted custom sigmas for 8-step turbo inference
+TURBO_SIGMAS = [1.0, 0.6509, 0.4374, 0.2932, 0.1893, 0.1108, 0.0495, 0.00031]
+
+pipe = Flux2Pipeline.from_pretrained(
+    "black-forest-labs/FLUX.2-dev", 
+    torch_dtype=torch.bfloat16
+).to("cuda")
+
+pipe.load_lora_weights(
+    "fal/FLUX.2-Turbo", 
+    weight_name="flux.2-turbo-lora.safetensors"
+)
+
+prompt = "Industrial product shot of a chrome turbocharger with glowing hot exhaust manifold, engraved text 'FLUX.2 [dev] Turbo by fal' on the compressor housing and 'fal' on the turbine wheel, gradient heat glow from orange to electric blue , studio lighting with dramatic shadows, shallow depth of field, engineering blueprint pattern in background."
+
+image = pipe(
+    prompt=prompt,
+    sigmas=TURBO_SIGMAS,
+    guidance_scale=2.5,
+    height=1024,
+    width=1024,
+    num_inference_steps=8,
+).images[0]
+
+image.save("output.png")
+```
+
+## License
+
+This model inherits the [FLUX [dev] Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.txt) from the base model.

flux.2-turbo-lora.safetensors

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