Will It Run AI

Can Falcon 7B Instruct run on RX 9060 8GB?

YES — Runs Great

A71Great
Estimated from fit model

Falcon 7B Instruct needs ~6.1 GB VRAM. RX 9060 8GB has 8.0 GB. With Q4_K_M quantization, expect ~43 tok/s.

Runtime: llama.cppCapacity: RoomyBandwidth: LowStack: StandardBottleneck: Balanced
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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) 6.1 GB, 46.7 tok/s, Runs well
6.1 GB required8.0 GB available
76% VRAM used

Fit status

Runs well

Decode

46.7 tok/s

TTFT

4147 ms

Safe context

8K

Memory

6.1 GB / 8.0 GB

Memory breakdown

Weights4.3 GB
KV Cache0.1 GB
Runtime0.9 GB
Headroom0.8 GB

See how fast it feels

See how fast it feelsFalcon 7B Instruct on RX 9060 8GB
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: 46.7 tok/s decode · 4.1s TTFT (warm) · 117 tok/s prefill

What limits this setup

This setup is broadly balanced for this model.

No major red flags

This recommendation has enough memory headroom and acceptable estimated speed for the selected workload.

Best improvement path

Performance by workload

WorkloadGradeFitDecodeTTFTContext
ChatARuns well42.5 tok/s2485 ms8K
CodingARuns well42.5 tok/s4556 ms8K
Agentic CodingARuns well42.5 tok/s6627 ms8K
ReasoningARuns well42.5 tok/s5385 ms8K
RAGARuns well42.5 tok/s8284 ms8K

Quantization options

How Falcon 7B Instruct (7B params) fits at each quantization level on RX 9060 8GB (8.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
2.7 GB
LowB69
Q3_K_S
3
3.4 GB
LowB70
NVFP4
4
3.9 GB
MediumB69
Q4_K_M
4
4.3 GB
MediumB69
Q5_K_MBest for your GPU
5
5.0 GB
HighB69
Q6_K
6
5.7 GB
HighF0
Q8_0
8
7.5 GB
Very HighF0
F16
16
14.3 GB
MaximumF0

Get started

Copy-paste commands to run Falcon 7B Instruct on your machine.

Run

lms load falcon-7b-instruct && lms server start

Your hardware

More models your RX 9060 8GB can run

ModelParamsGradeDecodeCapabilities
AlibabaQwen 3.5 9B9BA19 tok/s
AlibabaQwen 3 8B8BA24.7 tok/s
NVIDIANemotron Nano 8B8BA26.2 tok/s
InternLMInternVL2 8B8BA26.2 tok/s
MistralMinistral 3 8B8BA24.7 tok/s

Frequently asked questions

Can RX 9060 8GB run Falcon 7B Instruct?

Yes, RX 9060 8GB can run Falcon 7B Instruct with a A grade (Runs well). Expected decode speed: 42.5 tok/s.

How much VRAM does Falcon 7B Instruct need?

Falcon 7B Instruct (7B parameters) requires approximately 6.1 GB of memory with Q4_K_M quantization.

What is the best quantization for Falcon 7B Instruct?

The recommended quantization for Falcon 7B Instruct is Q4_K_M, which balances quality and memory efficiency.

What speed will Falcon 7B Instruct run at on RX 9060 8GB?

On RX 9060 8GB, Falcon 7B Instruct achieves approximately 42.5 tokens per second decode speed with a time-to-first-token of 4556ms using Q4_K_M quantization.

Can RX 9060 8GB run Falcon 7B Instruct for coding?

For coding workloads, Falcon 7B Instruct on RX 9060 8GB receives a A grade with 42.5 tok/s and 8K context.

What context window can Falcon 7B Instruct use on RX 9060 8GB?

On RX 9060 8GB, Falcon 7B Instruct can safely use up to 8K tokens of context. The model's official context limit is 8K, but available memory constrains the safe maximum.

See all results for RX 9060 8GBSee all hardware for Falcon 7B Instruct
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