Create README.md
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README.md
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---
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tags:
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- lora
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- nsfw
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- text-to-video
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- motion-enhancement
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base_model: NSFW-API/NSFW_Wan_1.3b
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---
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# NSFW Wan 1.3b Motion Helper LoRA
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## LoRA Description
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The **NSFW Wan 1.3b Motion Helper LoRA** is a Low-Rank Adaptation specifically designed to significantly enhance video quality, motion consistency, and overall visual style when used with the **[NSFW Wan 1.3B T2V text-to-video model](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b)**.
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It is particularly optimized for and trained with the `wan_1.3B_e10.safetensors` checkpoint of the base model.
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## LoRA Details
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* **Type:** LoRA
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* **Base Model Compatibility:** [NSFW Wan 1.3B T2V](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b)
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* **Recommended Base Checkpoint:** `wan_1.3B_e10.safetensors`
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* **Purpose:** To improve video quality, temporal coherence, motion rendering, and stylistic elements in generations from the base NSFW Wan 1.3B T2V model.
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## Why This LoRA Exists
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As detailed in the main [NSFW Wan 1.3B T2V model card](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b), the base checkpoint was primarily fine-tuned on images. While capable, this can sometimes lead to:
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* Deterioration in video quality.
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* Inconsistencies in motion or temporal coherence.
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* Less refined stylistic output in video format.
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This LoRA was trained specifically to address these limitations, acting as a "motion and quality" enhancement layer on top of the base model's understanding of NSFW content.
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## How to Use
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1. **Download the Base Model:** Ensure you have the [NSFW Wan 1.3B T2V model](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b). The `wan_1.3B_e10.safetensors` checkpoint is highly recommended for use with this LoRA.
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2. **Download this LoRA:** Get the `NSFW_Wan_1.3b_motion_helper.safetensors` file.
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3. **Load in Your Pipeline:** In your preferred text-to-video generation environment, load the base model checkpoint (e.g., `wan_1.3B_e10.safetensors`) and then apply this LoRA.
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4. **Prompt as Usual:** Craft your text prompts as you normally would for the base model. Refer to the `prompting-guide.json` in the [base model repository](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b) for guidance.
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5. **Generate:** Enjoy improved video outputs!
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## Expected Improvements
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Using this LoRA with the recommended base checkpoint should result in:
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* Smoother and more natural motion.
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* Better temporal consistency across frames.
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* Enhanced visual fidelity and detail in video sequences.
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* Improved overall style and aesthetic coherence for NSFW video content.
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## Base Model Repository
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This LoRA is intended to be used with the main NSFW Wan 1.3B T2V model. You can find the base model, its various epoch checkpoints, and the `prompting-guide.json` here:
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[**NSFW Wan 1.3B T2V on Hugging Face**](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b)
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## Limitations
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* This LoRA enhances the output of the base model but is still bound by its inherent capabilities and limitations (e.g., understanding of highly complex or abstract prompts).
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* The focus remains on NSFW content; performance on SFW prompts will likely be poor.
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* Visual artifacts or inaccuracies may still occur, though they should be reduced compared to using the base model for video without this LoRA.
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* All limitations and biases mentioned in the [base model card](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b) apply.
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## Ethical Considerations & Responsible AI
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This LoRA is an add-on for a model designed to generate NSFW content. **All ethical considerations, responsible use guidelines, and limitations outlined in the main [NSFW Wan 1.3B T2V model card](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b) apply fully when using this LoRA.**
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* **Intended for adult users (18+/21+ depending on local regulations) only.**
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* **Must not** be used to create non-consensual depictions of real individuals, to impersonate, defame, harass, or generate content that could cause harm.
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* Users are solely responsible for ensuring that their use of this LoRA and the content they generate complies with all applicable laws and regulations.
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* Exercise extreme caution and responsibility if distributing content generated.
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* The creators do not endorse or condone the creation or distribution of illegal, unethical, or harmful content.
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Please refer to the [NSFW Wan 1.3B T2V model card](https://huggingface.co/NSFW-API/NSFW_Wan_1.3b) for a more comprehensive discussion on ethical considerations.
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## License
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Steal this LoRA!
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## Disclaimer
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The outputs generated using this LoRA in conjunction with the base model are entirely synthetic and computer-generated. They do not depict real people or events unless explicitly prompted to do so with user-provided data. The developers of this LoRA and the base model are not responsible for the outputs created by users.
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