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Completely free open weights runnable on consumer hardware.

What is Seaweed.video?

Seaweed-7B achieves Sora-level video quality using only 7 billion parameters runnable on single consumer GPUs. AI researchers democratize video generation while creators access professional results without cloud dependency. Efficient architecture scales from laptops to clusters. Text-to-video generates 720p 10-second clips with realistic motion, consistent subjects, and complex scenes. Diffusion transformer hybrid processes long sequences efficiently while maintaining temporal coherence. Style conditioning creates branded content consistently. Research platform enables fine-tuning for custom domains and inference optimization. Open weights support community improvements and commercial deployment. Performance rivals 100B+ parameter models at 1/10th compute cost. Free research release includes full model weights and training code. Consumer GPU optimization requires quantization. Early project stage - capabilities expanding rapidly. Primarily research demonstration. Find alternatives.

Associated Tags

lightweight video ai, 7b video model, consumer gpu video, efficient video generation, bytedance ai research

Key Features

7B parameters rivals giants
Single GPU inference
720p realistic motion
Open training code
Style conditioning
Temporal coherence

Editor's Verdict

Official Review
AI video generation with competitive quality output
4.4 / 5.0
Editor Rating

Reviewed by Sohail Akhtar

Lead Editor & Founder

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Frequently Asked Questions

What hardware does it need?
Single consumer GPU like RTX 3080 runs full inference efficiently.
How does it compare to giants?
7B parameters match 100B+ model quality at 1/10th compute cost.
Are weights available?
Complete open source release including training code and inference.