Question 1

How much VRAM does gemma-3n-E2B-it-litert-preview need?

Accepted Answer

gemma-3n-E2B-it-litert-preview (2B) requires approximately 4.470348358154297 GB of VRAM at full precision (FP16), 2.2 GB at 8-bit quantization (Q8), and 1.1 GB at 4-bit quantization (Q4). The actual VRAM usage may be slightly higher due to KV cache and runtime overhead.

Question 2

What GPUs can run gemma-3n-E2B-it-litert-preview?

Accepted Answer

We have 10 compatible GPUs indexed for gemma-3n-E2B-it-litert-preview, including K80, L4, A40, A100 40GB, A10G and 5 more. Compatibility is determined by whether the GPU's VRAM can fit the model's memory footprint, potentially using quantization to reduce memory usage.

Question 3

What is the cheapest GPU to run gemma-3n-E2B-it-litert-preview?

Accepted Answer

The cheapest GPU to run gemma-3n-E2B-it-litert-preview in the cloud is the K80 at $0.18/hr. Other affordable options include L4 ($0.20/hr) and A40 ($0.44/hr). Prices reflect the lowest on-demand rate across cloud providers.

Question 4

Can gemma-3n-E2B-it-litert-preview run on consumer hardware?

Accepted Answer

Yes, gemma-3n-E2B-it-litert-preview can run on consumer GPUs like the RTX A6000 (48 GB VRAM) at full precision (FP16).

Question 5

What quantization options are available for gemma-3n-E2B-it-litert-preview?

Accepted Answer

gemma-3n-E2B-it-litert-preview supports the following quantization levels: FP16 (full precision): ~4.470348358154297 GB, Q8 (8-bit): ~2.2 GB, Q6 (6-bit): ~1.7 GB, Q4 (4-bit): ~1.1 GB. Lower quantization reduces VRAM usage at the cost of some quality loss. Q8 offers a good balance between quality and memory savings, while Q4 provides maximum compression.

GPU	VRAM	Best Quant	From	Rent
K80	12 GB	FP16	$0.18/hr
L4	24 GB	FP16	$0.20/hr
A40	48 GB	FP16	$0.44/hr	Rent
A100 40GB	40 GB	FP16	$0.93/hr	Rent
A10G	24 GB	FP16	$1.01/hr
RTX A6000	48 GB	FP16	$1.09/hr
A10	24 GB	FP16	$1.29/hr
A100 80GB PCIe	80 GB	FP16	$1.39/hr	Rent
A100 80GB	80 GB	FP16	$1.39/hr	Rent
H100 MEGA	80 GB	FP16	$1.80/hr	Rent

gemma-3n-E2B-it-litert-preview

VRAM Requirements

Compatible GPUs

gemma-3n-E2B-it-litert-preview FAQ

VRAM requirements for gemma-3n-E2B-it-litert-preview at different quantization levels
Quantization	VRAM Required
FP16	4.5 GB
Q8	2.2 GB
Q6	1.7 GB
Q4	1.1 GB