Enderfga/SolarRenderer

选用指南

AI 根据 README 整理 · 2026/10/16 13:01:15

使用方式

通过命令行使用，提供渲染脚本和示例，支持流式生成。

查看 README 依据

More structure types, styles and comparisons are on the [project page](https://enderfga.cn/SolarRenderer/#structures). ## Quick Start ```bash git clone https://github.com/Enderfga/SolarRenderer && cd SolarRenderer pip install -e . && pip install flash-attn==2.7.4.post1 --no-build-isolation ``` ```bash python scripts/prepare_h3.py --dir ./MiniMax-H3 hf download Enderfga/SolarRenderer solarrenderer_control_lora.safetensors solarrenderer_4step_lora.safetensors \ --local-dir ./weights ``` ```bash python scripts/render.py --h3 ./MiniMax-H3 \

--control weights/solarrenderer_control_lora.safetensors \ --fewstep weights/solarrenderer_4step_lora.safetensors \ --structure examples/sem-highway_synthwave/structure.mp4 \ --first examples/sem-highway_synthwave/first.png \ --prompt examples/sem-highway_synthwave/prompt.txt --out render.mp4 ``` The example is a [synthwave highway run](examples/sem-highway_synthwave) (semantic map in, neon render out). Add `--causal` with the two causal LoRAs to stream the clip block by block ([details](docs/inference.md#stream-a-clip)).

部署要求

需要安装依赖并下载 MiniMax-H3 模型和 LoRA 权重，训练需 8 个 GPU 节点。

查看 README 依据

More structure types, styles and comparisons are on the [project page](https://enderfga.cn/SolarRenderer/#structures). ## Quick Start ```bash git clone https://github.com/Enderfga/SolarRenderer && cd SolarRenderer pip install -e . && pip install flash-attn==2.7.4.post1 --no-build-isolation ``` ```bash python scripts/prepare_h3.py --dir ./MiniMax-H3 hf download Enderfga/SolarRenderer solarrenderer_control_lora.safetensors solarrenderer_4step_lora.safetensors \ --local-dir ./weights ``` ```bash python scripts/render.py --h3 ./MiniMax-H3 \

- ✍️ **Prompts and first frames**: give [`skills/solarrenderer-caption`](skills/solarrenderer-caption) to your coding agent ([guide](docs/prompts.md)). - 🎬 **Inference details**: inputs, sizes and timing ([guide](docs/inference.md)). - 🏋️ **Training** on one 8-GPU node ([guide](docs/training.md)). - 📊 **Benchmark scoring** ([guide](eval/README.md)). ## Citation If you use SolarRenderer in your research, please cite SolarRenderer and SolarWM, the framework on which it is built. ```bibtex @article{fang2026solarrenderer,

已知限制

权重受 MiniMax H3 社区许可限制，包括地域限制（欧盟、英国、韩国和美国除外）和使用政策。

查看 README 依据

SolarRenderer builds on [MiniMax-H3](https://huggingface.co/MiniMaxAI/MiniMax-H3), starts its four-step LoRA from [DMAD](https://huggingface.co/ZhengmingYu/DMAD), and shares its training framework with [SolarWM](https://github.com/Junchao-cs/SolarWM). </details> ## License Code: Apache 2.0. Weights: [MiniMax H3 Community License](https://huggingface.co/Enderfga/SolarRenderer/blob/main/LICENSE), including its territorial restrictions (EU, UK, Republic of Korea and US excluded) and Acceptable Use Policy; the four-step LoRA is fine-tuned from DMAD under the same license.