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URL: https://willitrunai.com/can-run/qwen-2.5-14b-on-instinct-mi60-32gb

⇱ Qwen 2.5 14B on AMD Instinct MI60 32GB? YES


Can Qwen 2.5 14B run on AMD Instinct MI60 32GB?

YES — Runs Great

A82Great
Estimated from fit model

Qwen 2.5 14B needs ~15.6 GB VRAM. AMD Instinct MI60 32GB has 32.0 GB. With Q4_K_M quantization, expect ~64 tok/s.

Runtime: llama.cppCapacity: RoomyBandwidth: HighStack: StandardBottleneck: Balanced
Share:

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) — 15.6 GB, 63.5 tok/s, Runs well
15.6 GB required32.0 GB available
49% VRAM used

Fit status

Runs well

Decode

63.5 tok/s

TTFT

3051 ms

Safe context

106K

Memory

15.6 GB / 32.0 GB

Memory breakdown

Weights8.5 GB
KV Cache2.9 GB
Runtime0.9 GB
Headroom3.2 GB

See how fast it feels

See how fast it feelsQwen 2.5 14B on AMD Instinct MI60 32GB
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: 63.5 tok/s decode · 3.1s TTFT (warm) · 159 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 well63.5 tok/s1664 ms106K
CodingARuns well63.5 tok/s3051 ms106K
Agentic CodingARuns well63.5 tok/s4438 ms106K
ReasoningARuns well63.5 tok/s3606 ms106K
RAGARuns well63.5 tok/s5547 ms106K

Quantization options

How Qwen 2.5 14B (14B params) fits at each quantization level on AMD Instinct MI60 32GB (32.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
5.5 GB
LowA75
Q3_K_S
3
6.9 GB
LowA75
NVFP4
4
7.8 GB
MediumA76
Q4_K_M
4
8.5 GB
MediumA76
Q5_K_M
5
10.1 GB
HighA77
Q6_K
6
11.5 GB
HighA77
Q8_0Best for your GPU
8
15.0 GB
Very HighA79
F16
16
28.7 GB
MaximumF0

Get started

Copy-paste commands to run Qwen 2.5 14B on your machine.

Run

ollama run qwen2.5

Your hardware

More models your AMD Instinct MI60 32GB can run

ModelParamsGradeDecodeCapabilities
👁 Alibaba
Qwen3-Coder 30B A3B Instruct
30.5BS75.9 tok/s
👁 Alibaba
Qwen 3.5 27B
27BS32.9 tok/s
👁 Alibaba
Qwen 3.6 27B
27BS20.5 tok/s
👁 Alibaba
Qwen 3.6 35B A3B
35BS63.8 tok/s
👁 Alibaba
Qwen3-VL 30B A3B Instruct
30BS78.5 tok/s

Frequently asked questions

See all results for AMD Instinct MI60 32GBSee all hardware for Qwen 2.5 14B