Can NVIDIA GeForce RTX 4060 Ti 8GB run LTX Video?

2B parameter Video Gen model on 8GB GDDR6

Yes — runs at 8-bit quantization
~0.3-0.4 clips/min
SpeedFast inference, near-native speed
QualityNear-lossless — virtually identical to FP16

VRAM Requirements

LTX Video is a 2B parameter model. At full precision (FP16), it requires 10GB of VRAM. Your NVIDIA GeForce RTX 4060 Ti 8GB has 8GB, so you'll need to quantize it to 8-bit (Q8) to fit.

FP16 (Full Precision)10GB (need 2GB more)

Maximum quality, no quantization

Q8 (8-bit)6GB (2GB free)

Near-lossless, ~50% size reduction

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

Good quality, ~75% size reduction

Your GPU VRAM: 8GB GDDR6 at 288 GB/s bandwidth
Recommended system RAM: 32GB DDR5 (2x GPU VRAM minimum for model overflow)

What This Means in Practice

LTX Video at 8-bit precision on NVIDIA GeForce RTX 4060 Ti 8GB generates video clips with near-identical quality to full precision. Generation times are similar — video gen is bottlenecked by compute more than memory at this precision. A solid setup for local video generation.

NVIDIA GeForce RTX 4060 Ti 8GB Specs

VRAM8GB GDDR6
Memory Bandwidth288 GB/s
TDP160W
CUDA Cores4,352
Street Price~$370
AI Rating3/10

About LTX Video

Lightricks' lightweight video generation model. Fast and efficient — the easiest video gen model to run locally. Generates 5-second clips. Quality is lower than larger models but runs on 8GB GPUs.

Category: Video Gen · Parameters: 2B · CUDA required: Recommended