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@@ -33,6 +33,3 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
-*.sft filter=lfs diff=lfs merge=lfs -text
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-dev_grid.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,93 +1,3 @@
----
-language:
-- en
-license: other
-license_name: flux-1-dev-non-commercial-license
-license_link: LICENSE.md
-extra_gated_prompt: By clicking "Agree", you agree to the [FluxDev Non-Commercial License Agreement](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md)
-  and acknowledge the [Acceptable Use Policy](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/POLICY.md).
-tags:
-- text-to-image
-- image-generation
-- flux
----
+Since the current Nunchaku node cannot load the original Insert Anything LoRA, I used the following steps to make it compatible for use with the Nunchaku node in ComfyUI: I merged the original LoRA with the fill model and then re-extracted it to obtain a LoRA that is compatible with the Nunchaku node. The exact principle behind this is unclear, but it might be due to some unrecognized keys being lost in the process. Typically, this results in a slight drop in quality.
 
-![FLUX.1 [dev] Grid](./dev_grid.jpg)
-
-`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/).
-
-# 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).
-
-# 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.
-
-## 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)
-
-## 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.
-
-# 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).
+Additionally, `insert-anything-workflow.json` is a workflow for ComfyUI that, although designed for the Nunchaku node, can also be used by replacing the Nunchaku model loader with ComfyUI's native UNet loader node. Considering that the original LoRA has a rank of 256 and is quite large, I have created a version with a rank of 64: `insert-anything_extracted_lora_rank_64-bf16.safetensors`. Simple tests show there are minor differences in the results, but no significant degradation in image quality. Therefore, please download as needed.

insert-anything-workflow.json

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