Can NVIDIA GeForce RTX 3060 12GB run Mochi 1?

10B parameter Video Gen model on 12GB GDDR6

Yes — runs at 4-bit quantization
~0.2-0.3 clips/min
SpeedModerate speed, usable for interactive chat
QualityGood quality with slight degradation on complex reasoning

VRAM Requirements

Mochi 1 is a 10B parameter model. At full precision (FP16), it requires 30GB of VRAM. Your NVIDIA GeForce RTX 3060 12GB has 12GB, so you'll need to quantize it to 4-bit (Q4) to fit.

FP16 (Full Precision)30GB (need 18GB more)

Maximum quality, no quantization

Q8 (8-bit)16GB (need 4GB more)

Near-lossless, ~50% size reduction

Q4 (4-bit)10GB (2GB free)

Good quality, ~75% size reduction

Your GPU VRAM: 12GB GDDR6 at 360 GB/s bandwidth
Recommended system RAM: 32GB DDR5 (2x GPU VRAM minimum for model overflow)

What This Means in Practice

At 4-bit precision, Mochi 1 fits in NVIDIA GeForce RTX 3060 12GB's VRAM but video quality may show artifacts, especially in motion consistency and fine details. Generation times will be longer. Usable for experimentation, but a GPU with more VRAM will produce noticeably better results.

NVIDIA GeForce RTX 3060 12GB Specs

VRAM12GB GDDR6
Memory Bandwidth360 GB/s
TDP170W
CUDA Cores3,584
Street Price~$230
AI Rating4/10

About Mochi 1

Genmo's text-to-video model known for smooth, natural motion. Generates short clips with good temporal consistency. Requires 16GB+ VRAM for usable quality.

Category: Video Gen · Parameters: 10B · CUDA required: Recommended