Can Gemma 3 4B run on RTX 2080 Ti 11GB?

YES — Runs Great

A75Great

Estimated from fit model

Gemma 3 4B needs ~6.8 GB VRAM. RTX 2080 Ti 11GB has 11.0 GB. With Q4_K_M quantization, expect ~56 tok/s.

Runtime: OllamaCapacity: RoomyBandwidth: MediumStack: BasicBottleneck: Balanced

Operating mode

Choose the run profile you care about

Interactive favors responsiveness, while light API and scale-out lean harder on serving readiness. The fit stays the same, but the recommendation lens changes.

Current mode

Balanced

Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.

Capabilities:

Select quantization to explore

Q4_K_M (Medium quality) — 6.8 GB, 56.0 tok/s, Runs well

6.8 GB required11.0 GB available

62% VRAM used

Fit status

Runs well

Decode

56.0 tok/s

TTFT

3457 ms

Safe context

48K

Memory

6.8 GB / 11.0 GB

Memory breakdown

Weights2.4 GB

KV Cache2.1 GB

Runtime1.2 GB

Headroom1.1 GB

See how fast it feels

See how fast it feelsGemma 3 4B on RTX 2080 Ti 11GB
1st promptCold start — includes initialization
>Solve: If a train travels at 60 mph for 2.5 hours, how far does it go?
Let me work through this step by step.

Given information:
  - Speed = 60 mph (miles per hour)
  - Time  = 2.5 hours

Formula: Distance = Speed x Time

Calculation:
  Distance = 60 mph x 2.5 h
           = 150 miles

The train travels 150 miles.

Double-check: at 60 mph the train covers 60 miles each hour. In half an hour it covers 30 miles. So in 2.5 hours: 60 + 60 + 30 = 150 miles. Confirmed.
2nd promptWarm — model ready, no init overhead
>What if the train stops for 20 minutes halfway?
The stop doesn't change the total distance covered while moving, but it affects total trip time.

Breakdown:
  - First half: 1.25 hours at 60 mph = 75 miles
  - Stop: 20 minutes (no distance)
  - Second half: 1.25 hours at 60 mph = 75 miles

Total distance: 150 miles (same)
Total time: 2.5 h + 0.33 h = 2.83 hours
Average speed: 150 / 2.83 = 53 mph

The distance stays the same but average speed drops to 53 mph because of the stop.
Estimated: 56.0 tok/s decode · 3.5s TTFT (warm) · 140 tok/s prefill

What limits this setup

This setup is broadly balanced for this model.

Older PCIe generation

PCIe 3.0 is workable, but it compounds the penalty when you offload heavily or try to scale across multiple cards.

Best improvement path

Performance by workload

Workload	Grade	Fit	Decode	TTFT	Context
Chat	A	Runs well	56.0 tok/s	1886 ms	48K
Coding	A	Runs well	56.0 tok/s	3457 ms	48K
Agentic Coding	A	Runs well	56.0 tok/s	5029 ms	48K
Reasoning	A	Runs well	56.0 tok/s	4086 ms	48K
RAG	A	Runs well	56.0 tok/s	6286 ms	48K

Quantization options

How Gemma 3 4B (4B params) fits at each quantization level on RTX 2080 Ti 11GB (11.0 GB usable).

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	1.6 GB	Low	B70
Q3_K_S	3	2.0 GB	Low	A70
NVFP4	4	2.2 GB	Medium	A70
Q4_K_M	4	2.4 GB	Medium	A71
Q5_K_M	5	2.9 GB	High	A71
Q6_K	6	3.3 GB	High	A72
Q8_0Best for your GPU	8	4.3 GB	Very High	A73
F16	16	8.2 GB	Maximum	F0

Get started

Copy-paste commands to run Gemma 3 4B on your machine.

Run

ollama run gemma3:4b

Your hardware

More models your RTX 2080 Ti 11GB can run

Model	Params	Grade	Decode
Qwen 3.5 9B	9B	S	78.4 tok/s
Qwen 3 8B	8B	S	88.2 tok/s
Nemotron Nano 8B	8B	S	88.2 tok/s
InternVL2 8B	8B	S	88.2 tok/s
Ministral 3 8B	8B	A	88.2 tok/s

Frequently asked questions

Can RTX 2080 Ti 11GB run Gemma 3 4B?

Yes, RTX 2080 Ti 11GB can run Gemma 3 4B with a A grade (Runs well). Expected decode speed: 56.0 tok/s.

How much VRAM does Gemma 3 4B need?

Gemma 3 4B (4B parameters) requires approximately 6.8 GB of memory with Q4_K_M quantization.

What is the best quantization for Gemma 3 4B?

The recommended quantization for Gemma 3 4B is Q4_K_M, which balances quality and memory efficiency.

What speed will Gemma 3 4B run at on RTX 2080 Ti 11GB?

On RTX 2080 Ti 11GB, Gemma 3 4B achieves approximately 56.0 tokens per second decode speed with a time-to-first-token of 3457ms using Q4_K_M quantization.

Can RTX 2080 Ti 11GB run Gemma 3 4B for coding?

For coding workloads, Gemma 3 4B on RTX 2080 Ti 11GB receives a A grade with 56.0 tok/s and 48K context.

What context window can Gemma 3 4B use on RTX 2080 Ti 11GB?

On RTX 2080 Ti 11GB, Gemma 3 4B can safely use up to 48K tokens of context. The model's official context limit is 128K, but available memory constrains the safe maximum.

See all results for RTX 2080 Ti 11GB See all hardware for Gemma 3 4B

Embed this result▼

Paste this snippet into any page to show a live fit card.

<iframe src="https://willitrunai.com/embed/gemma-3-4b-on-rtx-2080-ti-11gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>

Preview:

Workload

Grade

Fit

Decode

TTFT

Context

Chat

Runs well

56.0 tok/s

1886 ms

48K

Coding

Runs well

56.0 tok/s

3457 ms

48K

Agentic Coding

Runs well

56.0 tok/s

5029 ms

48K

Reasoning

Runs well

56.0 tok/s

4086 ms

48K

RAG

Runs well

56.0 tok/s

6286 ms

48K

Quant

Bits

VRAM

Quality

Fit

Q2_K

1.6 GB

Low

B70

Q3_K_S

2.0 GB

Low

A70

NVFP4

2.2 GB

Medium

A70

Q4_K_M

2.4 GB

Medium

A71

Q5_K_M

2.9 GB

High

A71

Q6_K

3.3 GB

High

A72

Q8_0Best for your GPU

4.3 GB

Very High

A73

F16

8.2 GB

Maximum

Model

Params

Grade

Decode

Capabilities

78.4 tok/s

88.2 tok/s

88.2 tok/s

88.2 tok/s

88.2 tok/s

Frequently asked questions

Can RTX 2080 Ti 11GB run Gemma 3 4B?

Yes, RTX 2080 Ti 11GB can run Gemma 3 4B with a A grade (Runs well). Expected decode speed: 56.0 tok/s.

How much VRAM does Gemma 3 4B need?

Gemma 3 4B (4B parameters) requires approximately 6.8 GB of memory with Q4_K_M quantization.

What is the best quantization for Gemma 3 4B?

The recommended quantization for Gemma 3 4B is Q4_K_M, which balances quality and memory efficiency.

What speed will Gemma 3 4B run at on RTX 2080 Ti 11GB?

On RTX 2080 Ti 11GB, Gemma 3 4B achieves approximately 56.0 tokens per second decode speed with a time-to-first-token of 3457ms using Q4_K_M quantization.

Can RTX 2080 Ti 11GB run Gemma 3 4B for coding?

For coding workloads, Gemma 3 4B on RTX 2080 Ti 11GB receives a A grade with 56.0 tok/s and 48K context.

What context window can Gemma 3 4B use on RTX 2080 Ti 11GB?

On RTX 2080 Ti 11GB, Gemma 3 4B can safely use up to 48K tokens of context. The model's official context limit is 128K, but available memory constrains the safe maximum.