{"slug": "community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation", "title": "[Community Release] MiniMax-H3-PTD-LoRAs: 4-Step & 8-Step Video Generation Accelerators", "summary": "The Taobao Content AI Team released MiniMax-H3-PTD-LoRAs on Hugging Face, a set of few-step video generation acceleration weights that bring 4-step and 8-step inference to the 33B-parameter MiniMax-H3 model. The LoRA adapters were trained by applying the Parametric Trajectory Distillation for Few-Step Video Generation method from Lan Feng et al. (2026) to MiniMax-H3, and the team included a quick-start inference script in the Hugging Face model card.", "body_md": "Hi everyone,\n\nWe are excited to share **MiniMax-H3-PTD-LoRAs**, a collection of few-step video generation acceleration weights trained by our team.\n\nThese weights are trained based on the awesome method proposed in the recent paper **“Parametric Trajectory Distillation for Few-Step Video Generation”** (by Lan Feng et al., 2026). We applied their PTD method to the MiniMax-H3 33B model and successfully baked it into lightweight LoRA adapters!\n\n **Hugging Face Repo:** [huggingface.co](http://huggingface.co)\n\n **Credits to the Original Paper:** [github.io](http://github.io)\n\n **What’s Inside?**\n\nWe’ve provided a quick-start inference script in our Hugging Face Model Card. Feel free to try them out and let us know your feedback or show us your generated videos!\n\nKudos to the original authors for such an amazing distillation method!\n\nBest,\n\nTaobao Content AI Team", "url": "https://wpnews.pro/news/community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation", "canonical_source": "https://discuss.huggingface.co/t/community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation-accelerators/190841#post_1", "published_at": "2026-10-20 17:07:59+00:00", "updated_at": "2026-10-20 17:19:36.074913+00:00", "lang": "en", "topics": ["generative-ai", "ai-research", "ai-tools", "large-language-models"], "entities": ["Taobao Content AI Team", "MiniMax-H3", "MiniMax-H3-PTD-LoRAs", "Hugging Face", "Lan Feng", "Parametric Trajectory Distillation"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation", "markdown": "https://wpnews.pro/news/community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation.md", "text": "https://wpnews.pro/news/community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation.txt", "jsonld": "https://wpnews.pro/news/community-release-minimax-h3-ptd-loras-4-step-8-step-video-generation.jsonld"}}