Update README.md

README.md

@@ -12,82 +12,19 @@ tags:
 - flux
 ---
 
-![FLUX.1 [dev] Grid](./dev_grid.jpg)
+### **Warning:**  
 
-`FLUX.1 [dev]` is a 12 billion parameter rectified flow transformer capable of generating images from text descriptions.
-For more information, please read our [blog post](https://blackforestlabs.ai/announcing-black-forest-labs/).
+This model was copied from **Civitai** to **Hugging Face** for the proper functionality of the Space: [UltraReal_Fine-Tune](https://huggingface.co/spaces/ifmain/UltraReal_Fine-Tune).  
 
-# Key Features
-1. Cutting-edge output quality, second only to our state-of-the-art model `FLUX.1 [pro]`.
-2. Competitive prompt following, matching the performance of closed source alternatives .
-3. Trained using guidance distillation, making `FLUX.1 [dev]` more efficient.
-4. Open weights to drive new scientific research, and empower artists to develop innovative workflows.
-5. Generated outputs can be used for personal, scientific, and commercial purposes as described in the [`FLUX.1 [dev]` Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
+All rights to the original model belong to **[Black Forest Labs](https://huggingface.co/black-forest-labs)**, and the **fine-tuning** was done by **[Danrisi](https://civitai.com/user/Danrisi)**.  
 
-# Usage
-We provide a reference implementation of `FLUX.1 [dev]`, as well as sampling code, in a dedicated [github repository](https://github.com/black-forest-labs/flux).
-Developers and creatives looking to build on top of `FLUX.1 [dev]` are encouraged to use this as a starting point.
+I do not claim any rights to this model and **strongly recommend reviewing the original** using the provided links.
 
-## API Endpoints
-The FLUX.1 models are also available via API from the following sources
-- [bfl.ml](https://docs.bfl.ml/) (currently `FLUX.1 [pro]`)
-- [replicate.com](https://replicate.com/collections/flux)
-- [fal.ai](https://fal.ai/models/fal-ai/flux/dev)
-- [mystic.ai](https://www.mystic.ai/black-forest-labs/flux1-dev)
+Original Model: [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev)
+UltraReal_Fine-Tune (flux1-dev.safetensors): [Civitai | Model by Danrisi](https://civitai.com/models/978314?modelVersionId=1413133)
+Realistic Amplifier for UltraReal Fine-Tune (Civitai | Model by Danrisi) [](https://civitai.com/models/1200242?modelVersionId=1351520)
 
-## ComfyUI
-`FLUX.1 [dev]` is also available in [Comfy UI](https://github.com/comfyanonymous/ComfyUI) for local inference with a node-based workflow.
-
-## Diffusers
-
-To use `FLUX.1 [dev]` with the 🧨 diffusers python library, first install or upgrade diffusers
-
-```shell
-pip install -U diffusers
-```
-
-Then you can use `FluxPipeline` to run the model
-
-```python
-import torch
-from diffusers import FluxPipeline
-
-pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
-pipe.enable_model_cpu_offload() #save some VRAM by offloading the model to CPU. Remove this if you have enough GPU power
-
-prompt = "A cat holding a sign that says hello world"
-image = pipe(
-    prompt,
-    height=1024,
-    width=1024,
-    guidance_scale=3.5,
-    num_inference_steps=50,
-    max_sequence_length=512,
-    generator=torch.Generator("cpu").manual_seed(0)
-).images[0]
-image.save("flux-dev.png")
-```
-
-To learn more check out the [diffusers](https://huggingface.co/docs/diffusers/main/en/api/pipelines/flux) documentation
-
----
-# Limitations
-- This model is not intended or able to provide factual information.
-- As a statistical model this checkpoint might amplify existing societal biases.
-- The model may fail to generate output that matches the prompts.
-- Prompt following is heavily influenced by the prompting-style.
-
-# Out-of-Scope Use
-The model and its derivatives may not be used
-
-- In any way that violates any applicable national, federal, state, local or international law or regulation.
-- For the purpose of exploiting, harming or attempting to exploit or harm minors in any way; including but not limited to the solicitation, creation, acquisition, or dissemination of child exploitative content.
-- To generate or disseminate verifiably false information and/or content with the purpose of harming others.
-- To generate or disseminate personal identifiable information that can be used to harm an individual.
-- To harass, abuse, threaten, stalk, or bully individuals or groups of individuals.
-- To create non-consensual nudity or illegal pornographic content.
-- For fully automated decision making that adversely impacts an individual's legal rights or otherwise creates or modifies a binding, enforceable obligation.
-- Generating or facilitating large-scale disinformation campaigns.
+![FLUX.1 [dev] Grid](./grid.jpg)
 
 # License
 This model falls under the [`FLUX.1 [dev]` Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).