| | --- |
| | license: apache-2.0 |
| | --- |
| | |
| | # FireRed-Image-Edit-1.0 Quantizations (FP8 & NVFP4) |
| |
|
| | This repository provides quantized versions of the **FireRed-Image-Edit-1.0** model, optimized for reduced VRAM usage while maintaining high performance. |
| |
|
| | We provide weights in **FP8** and the cutting-edge **NVFP4** (Nvidia FP4) formats, making it easier to run this powerful image editing model on a wider range of hardware. |
| | Original source (about the model): https://huggingface.co/FireRedTeam/FireRed-Image-Edit-1.0 |
| |
|
| | ## Available Versions |
| |
|
| | | File Name | Format | Size | Description | |
| | |-----------|--------|------|-------------| |
| | | `FireRed-Image-Edit-1.0_FP8.safetensors` | FP8 | ~20.4 GB | Standard 8-bit quantization for balanced performance. | |
| | | `FireRed-Image-Edit-1_NVFP4.safetensors` | NVFP4 | ~11.6 GB | Highly compressed 4-bit format optimized for NVIDIA Blackwell/Ada architecture. | |
| |
|
| | ## About FireRed-Image-Edit |
| |
|
| | FireRed-Image-Edit is a state-of-the-art model designed for precise and high-quality image editing based on textual instructions. By using these quantized versions, you can: |
| | - **Reduce VRAM consumption** significantly (especially with the NVFP4 version). |
| | - **Speed up inference** on compatible hardware. |
| | - **Run the model on consumer GPUs** that might otherwise lack the memory for the full-precision weights. |
| |
|
| | ## Usage |
| |
|
| | You can use these weights with popular frameworks like `ComfyUI` or `diffusers` (ensure you have the necessary libraries installed for FP8/FP4 support). |
| |
|
| | ### Requirements |
| | - For **NVFP4**: Requires latest NVIDIA drivers and hardware support (Ada Lovelace or newer recommended). |
| | - For **FP8**: Compatible with NVIDIA 30nd/40th series and latest `torch`/`accelerate` versions. |
| |
|
| | ## Installation |
| |
|
| | ```bash |
| | # Example: Download using huggingface-cli |
| | huggingface-cli download Starnodes/quants --local-dir ./models/fire-red-quants |
