| --- |
| license: cc-by-nc-4.0 |
| tags: |
| - dreamlite |
| - dreamlite-mobile |
| - onnx |
| - webgpu |
| - text-to-image |
| - diffusion |
| - fp16 |
| - browser |
| library_name: onnx |
| pipeline_tag: text-to-image |
| base_model: ByteVisionLab/DreamLite |
| --- |
| |
| # DreamLite-Mobile ONNX (WebGPU browser bundle) |
|
|
| Browser-ready **ONNX fp16** weights for running **DreamLite-Mobile** diffusion in the web via **ONNX Runtime Web** and **WebGPU**. This repo is the **Option A** bundle: UNet + VAE only (~**750 MB** uncompressed). |
|
|
| ## What is in this repository |
|
|
| | File | Approx. size | Role | |
| |------|-------------:|------| |
| | `unet_fp16.onnx` | ~746 MB | 4-step distilled diffusion UNet | |
| | `vae_decoder_fp16.onnx` | ~2.4 MB | VAE decode (latents to image) | |
| | `vae_encoder_fp16.onnx` | ~2.4 MB | VAE encode (image to latents) | |
|
|
| - **4-step** DreamLite-Mobile distilled sampling (match your app scheduler settings to the mobile export). |
| - **Text encoder is not included.** You still need: |
| - **`encode_server`** (or equivalent) to produce text embeddings at runtime, and |
| - The full **DreamLite-Mobile** setup / weights — see [carlofkl/DreamLite-mobile](https://huggingface.co/carlofkl/DreamLite-mobile). |
| |
| ## Base model |
| |
| Derived from **[ByteVisionLab/DreamLite](https://huggingface.co/ByteVisionLab/DreamLite)** (DreamLite family). This upload packages the mobile ONNX slice for in-browser inference, not the full training checkpoint. |
| |
| ## Using these files in a web UI |
| |
| 1. **Local / static hosting:** copy the three `.onnx` files into your app `public/models/` (or another static URL your bundler serves). |
| 2. **Configurable base URL:** set **`VITE_MODEL_BASE`** to the directory URL where the three files live (trailing slash behavior depends on your app; point at the folder that contains the `.onnx` names above). |
| |
| Example (conceptual): |
| |
| ```env |
| VITE_MODEL_BASE=https://huggingface.co/dror201031/DreamLite-mobile-ONNX-WebGPU/resolve/main/ |
| ``` |
| |
| Your frontend should request `unet_fp16.onnx`, `vae_decoder_fp16.onnx`, and `vae_encoder_fp16.onnx` under that base. |
| |
| ## What is not included |
| |
| - Text encoder ONNX |
| - Validation images or test fixtures |
| - `node_modules` or application source |
| |
| ## License |
| |
| **CC BY-NC 4.0** — consistent with the DreamLite model family. See the [license](https://creativecommons.org/licenses/by-nc/4.0/) for commercial use restrictions. |
| |
| ## Citation / links |
| |
| - Base: [ByteVisionLab/DreamLite](https://huggingface.co/ByteVisionLab/DreamLite) |
| - Mobile weights reference: [carlofkl/DreamLite-mobile](https://huggingface.co/carlofkl/DreamLite-mobile) |
