RTX 3060 · 12GB Ampere
SeedVR2 on an RTX 3060: 12GB works
The RTX 3060 carries 12GB of GDDR6, which lands SeedVR2 in the comfortable 12GB tier. The 3B model runs in FP8 or GGUF, 2K and 4K stills are realistic, and short 1080p video works with 5–9 frame batches. For this workload the 3060's 12GB often beats the newer 4060's 8GB, because VRAM matters more than die generation.
This is a SeedVR2.net RTX 3060 explainer based on the published SeedVR2 12GB guidance. It is not a benchmark of any specific 3060 model and not a promise that your card will pass. Validate with one small source.
A hosted 2K reference for comparison
When you push 2K or 4K locally on the 3060, produce one hosted result on the same crop. The hosted job isolates quality from your local memory policy and gives you a clean baseline.
First eligible 5-second 720p Standard run: free
Verify your email to use your first video run without credits or a card. A failed run does not use the trial; longer clips and other settings show their exact credit cost before submission.
Browser upload limit: 500 MB. For larger files, paste a publicly accessible HTTPS URL. Each job supports videos up to 10 minutes.
Quick scene presets
Presets pick a model for a common scenario. You can still switch models manually below.
Upscaled preview
Compare the enhanced output before exporting the final file.
Upload a clip, paste a direct video URL, or load the sample. No example video is downloaded until you ask for it.
Tip: keep your original FPS and avoid pre-scaling. The upscaler handles cadence better than most NLE plugins.
Test before processing the full video
Upscaling cannot recreate detail removed by heavy messaging compression. Test the hardest 5–10-second segment first; a higher-priced model is not automatically a better fit.
RTX 3060, by the numbers
These values map the published 12GB guidance onto the RTX 3060's 12GB GDDR6. They are starting points to validate on your own card.
- VRAM
- 12GB GDDR6
- Model
- 3B FP8/GGUF
- Target
- 2K–4K stills
- Video batch
- 5–9 frames
Ampere; 12GB lands it in the comfortable tier.
Or a conservative 7B test after the 3B baseline.
Short 1080p video segments for motion work.
After a short test confirms temporal stability.
The 3060's 12GB is the whole story
For SeedVR2, the RTX 3060's defining feature is its 12GB of VRAM, not its Ampere architecture. That memory places it in the comfortable tier where 2K and 4K stills are realistic and short 1080p video runs with 5–9 frame batches.
Ampere is slower per watt than Ada, but for a memory-bound restoration model, having 12GB matters more than having a newer die. This is why a 3060 often outruns a 4060 on SeedVR2 despite being an older card.
Settings tuned for the 3060
Run the 3B model in FP8 or GGUF as the default. VAE tiling is reserved for 4K stills and large frames, and stays off for small clean tests. Keep batch one for stills and 5–9 for video after a short stability test.
The 7B model is a conservative test, not a default. It can pass once at a small size and fail at a larger aspect ratio, so validate before trusting it on production work.
- 3B FP8/GGUF is the default model.
- VAE tiling for 4K stills, off for small tests.
- 7B is a test, not a default.
Why 12GB beats 8GB Ada here
SeedVR2 is memory-bound, not just compute-bound. A newer 8GB Ada card will compute tiles faster and still fail when a model, frame, or resolution needs more memory than it has. The 3060's 12GB buys larger models, larger frames, and larger batches.
If you are choosing between a 4060 and a 3060 for SeedVR2, prioritize VRAM. The 3060 is the better SeedVR2 card of the two, even though it is an older generation.
Video on the 3060: short segments first
Keep video batches between 5 and 9 frames and test a short 1080p segment before a longer clip. Batch size drives temporal consistency, so hold the batch rather than shrinking it to fit a longer clip.
Long 4K video is outside the 3060's comfort zone. For long 4K deliverables, a hosted video lane is the cleaner path than splitting the job into many small local segments.
When the 3060 is enough, and when to go hosted
For still-image production and short clips, the 3060 is enough. For long 4K video, frequent batch work, or tight deadlines, a hosted run is the pragmatic choice and gives you a clean reference to compare against.
The decision is not whether the 3060 can run SeedVR2; it is whether the local run is the cheapest path to the finished file. Count setup time, electricity, and failed runs, then compare.
RTX 3060 guidance limits
This maps the published 12GB guidance to the RTX 3060's 12GB GDDR6. Specific board, driver, and cooling variants change behavior; validate on your own card with one small source.
- Different 3060 boards share 12GB but vary in cooling and clocks.
- Borderline 7B jobs can pass once and fail on a larger aspect ratio.
- Long 4K video still exceeds the comfortable range.
SeedVR2 RTX 3060 questions
Can the RTX 3060 run SeedVR2 well?
Yes, it sits in the comfortable 12GB tier. The 3B model runs in FP8 or GGUF, 2K and 4K stills are realistic, and short 1080p video works with 5–9 frame batches.
Is the 3060 better than the 4060 for SeedVR2?
Usually, yes. SeedVR2 is memory-bound, so the 3060's 12GB matters more than the 4060's newer 8GB Ada die. More VRAM buys larger models, frames, and batches.
Can I run the 7B model on a 3060?
Sometimes, as a conservative test after the 3B baseline passes. It can pass once at a small size and fail at a larger aspect ratio, so validate before production work.
Can the 3060 handle long 4K video?
Not comfortably. Use short 1080p segments locally and a hosted video lane for long 4K deliverables.