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MiniMax-H3 展示单张 RTX 5090 本地生成视频,但完整工作流仍有硬件限制

MiniMax-H3 的公开演示显示,它可以在单张 RTX 5090 上本地生成带音频的视频。不过,独立资料表明,不同精度、分辨率和工作流的硬件需求差异很大。

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MiniMax 展示了一段使用单张 RTX 5090 本地运行 H3 的视频生成案例。相关介绍称,H3 支持文本、图像、视频和音频参考,并能生成带同步立体声的短视频;模型权重已公开,社区也在尝试通过 ComfyUI 等工具运行它。

但“单张 RTX 5090 即可完成全部工作”这一表述需要谨慎理解。技术资料显示,原始任务分区包含约 134 GiB 权重,较高质量或无损配置可能需要多张数据中心 GPU;在消费级显卡上运行通常依赖量化、内存和磁盘卸载,可能牺牲速度、精度或分辨率。

此外,完整的 2K 工作流仍包含仅通过 API 提供的 Context-IR 和 Regenerate-2K 组件。因此,目前更准确的结论是:H3 的部分本地视频生成能力已经能够在 RTX 5090 等消费级硬件上实现,但这不等于完整质量栈都能单卡离线运行。

来源证据

MiniMax H3 Review: Benchmarks, Specs and Hardwarekingy.ai · supporting

### Can MiniMax H3 run completely locally? H3-Base can run locally and generates 768p-class video with stereo audio. The official full-2K workflow cannot run completely locally because Context-IR and Regenerate-2K are API-only at launch. ### How much VRAM does MiniMax H3 need? There is no single number. One original task partition contains about 134 GiB of weights. Published lossless recipes include four 80 GB H100s, four H200s and two 32 GB RTX 5090s with roughly 384 GiB host RAM. Diffusers documents INT8 streaming on 24–32 GB cards with about 75 GB host RAM, and reduced-canvas operation on 12–16 GB cards with more offload. Those smaller routes trade speed, precision or both. ### Will MiniMax H3 run on a Mac? [...] Fast interconnect matters. Ulysses sequence parallelism divides the long token sequence but does not automatically shard every weight. Tensor parallelism and FSDP reduce per-card weight residency at the cost of collectives. High-bandwidth single-node NVLink/NVSwitch or

Minimax H3 is quite resource intensive like no model before : r/StableDiffusionreddit.com · supporting

Able-Instruction1009 •11h ago 3060 12GB / 32GB RAM / Ubuntu. Not a CUDA OOM: the whole machine locked, SSH included, reset button both times. Culprit was in the startup log — Enabled pinned memory 30419.0. ComfyUI page-locking ~30GB on a 32GB system. The kernel can’t reclaim pinned memory, so you get swap livelock instead of an OOM kill. Add --disable-pinned-memory (I also run --cache-none --fast-disk --disable-smart-memory --lowvram). Now: 480p, 5s @ 24fps, native audio, one ref image. Peak 7.4GB RAM used and 6.2GB VRAM — nowhere near the ceiling I thought I was hitting. More replies Image 13: u/Full_Astronomer_5438 avatar Full_Astronomer_5438 •16h ago will look into that, thanks! [...] Image 8: u/1or4s avatar 1or4s •16h ago Generating a video now on a 3060 12gb with 48gb of ram. Gpu is at a consistent 75°. 42 gb of ram being used. No activity on the hard drive. I undervolt my card and you should too if you are experiencing high gpu temps. Reply Share Image 9: u/Able

MiniMax-H3 Open Video AI Model Tops Benchmarks on ...x.com · supporting

00:00 253K user avatar MiniMax (official) @MiniMax\_AI 17h This is how much you can do with a single RTX 5090 NOW with MiniMax H3. WE HAVE CROSSED A LINE.✊ user avatar Ryan Lightbourn @ryanlightbourn Aug 3 Generated locally with H3 on an RTX 5090 in a few minutes, from nothing but a text prompt. We have crossed a line. 00:00 88K user avatar Arena.ai @arena 16h Big news: MiniMax-H3 by @MiniMax\_AI is now the #1 open model in Video Arena: across both Text-to-Video and Image-to-Video. This is +280pts over the next best open model, hunyuan-video-1.5, and a huge improvement from Hailuo-2.3 at #27 (1199 pts) and Hailuo-02-pro at #28 (1197 00:41 user avatar MiniMax (official) @MiniMax\_AI Aug 3 MiniMax-H3 Is Now Publicly Available huggingface.co/MiniMaxAI/Mini… [...] Log inSign up ## Trending # MiniMax-H3 Open Video AI Model Tops Benchmarks on Hugging Face Last updated Aug 4, 2026 MiniMax released its 33-billion-parameter MiniMax-H3 model as open weights on Huggi

MiniMax released a 33B video model that generates ...x.com · supporting

Holy, those insanae releases: MiniMax released a 33B video model that generates synchronized stereo audio and runs on one RTX 5090. H3 combines text, images, video and audio references for generation and editing, with clips up to 15 seconds. ComfyUI’s optimized stack is roughly 40GB, using dynamic RAM/SSD offloading to fit consumer GPUs. Early 5090 (!) tests produced five seconds at native 768p-class resolution in around 5.5 minutes. MiniMax calls it open source, but several core pieces remain server-side: context orchestration, 2K regeneration and sparse attention. Open weights. Closed quality stack. Restricted geography. However, H3 is a major step for local video, but also a reminder that “downloadable” does not mean open source in general. Btw: It also cannot legally be used under

MiniMax (official) on X: "This is how much you can do with a single RTX 5090 NOW with MiniMax H3. WE HAVE CROSSED A LINE.✊" / Xx.com · supporting

Log inSign up ## Post user avatar MiniMax (official) @MiniMax\_AI This is how much you can do with a single RTX 5090 NOW with MiniMax H3. WE HAVE CROSSED A LINE.✊ user avatar Ryan Lightbourn @ryanlightbourn Aug 3 Generated locally with H3 on an RTX 5090 in a few minutes, from nothing but a text prompt. We have crossed a line. 00:00 9:16 PM · Aug 3, 2026115.8KViews user avatar 🤦🏻‍♂️TheDUMBESTguyInAi🤦🏻‍♂️ @LeanKinPrazli 20h This is on my 3090 00:00 1.2K user avatar Ryan Lightbourn @ryanlightbourn 21h ty frens, models are keeping me warm a little too warm it's 96 degrees in my office GIF 1.9K user avatar Rafa Schwinger 🇻🇦 @Rafa\_Schwinger 20h [...] Rafa Schwinger 🇻🇦 @Rafa\_Schwinger 20h the skin is plasticky bro, can you please check if the fp16 VAE is overly quantized compared to the OG fp32 VAE? 1.6K

Ryan Lightbourn (@ryanlightbourn) / Xx.com · supporting

Log inSign up Ryan Lightbourn user avatar Ryan Lightbourn Rock Sound Joined August 2009 340 Following11.9K Followers RepliesRepliesMediaMedia Pinned user avatar Ryan Lightbourn @ryanlightbourn Jul 9 I grew up watching Hook🌈🌞 00:00 17K user avatar Ryan Lightbourn @ryanlightbourn 10h Generated locally with H3 on an RTX 5090 in a few minutes, from nothing but a text prompt. We have crossed a line. 00:00 39K user avatar Ryan Lightbourn @ryanlightbourn Jul 30 Who's ready to embark on a quest? H3 is coming. @Hailuo\_AI #MiniMaxH3 00:00 6.3K user avatar Ryan Lightbourn @ryanlightbourn Jul 24 In August I'll be back in the kitchen, cooking up my 3rd short film: user avatar MoonPay 🟣 @moonpay [...] user avatar MoonPay 🟣 @moonpay Jul 24 the Lumara Film Festival is now open for submissions! 🎬 create an original movie with AI 🏆 compete for awards in 7 categories 💰 $100,000 pr