Will It Run AI

Can Qwen 3.5 35B A3B run on Radeon Pro W7900 48GB?

YES — Runs Great

S95Excellent
Estimated from fit model

Qwen 3.5 35B A3B needs ~28.5 GB VRAM. Radeon Pro W7900 48GB has 48.0 GB. With Q4_K_M quantization, expect ~70 tok/s.

Runtime: llama.cppCapacity: RoomyBandwidth: HighStack: 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) 28.5 GB, 70.4 tok/s, Runs well
28.5 GB required48.0 GB available
59% VRAM used

Fit status

Runs well

Decode

70.4 tok/s

TTFT

2748 ms

Safe context

131K

Memory

28.5 GB / 48.0 GB

Memory breakdown

Weights21.3 GB
KV Cache1.5 GB
Runtime0.9 GB
Headroom4.8 GB

See how fast it feels

See how fast it feelsQwen 3.5 35B A3B on Radeon Pro W7900 48GB
1st promptCold start — includes initialization
>Write a Python function to sort a list
Here's a Python function that sorts a list using quicksort: def quicksort(arr): if len(arr) <= 1: return arr pivot = arr[len(arr) // 2] left = [x for x in arr if x < pivot] middle = [x for x in arr if x == pivot] right = [x for x in arr if x > pivot] return quicksort(left) + middle + quicksort(right) # Example usage numbers = [3, 6, 8, 10, 1, 2, 1] print(quicksort(numbers)) # [1, 1, 2, 3, 6, 8, 10] The algorithm picks a pivot, partitions the list into smaller, equal, and larger elements, then recursively sorts each partition and concatenates the results.
2nd promptWarm — model ready, no init overhead
>Now add type hints and a docstring
def quicksort(arr: list[int]) -> list[int]: """Sort a list using the quicksort algorithm. Args: arr: List of integers to sort. Returns: A new sorted list. """ if len(arr) <= 1: return arr pivot = arr[len(arr) // 2] left = [x for x in arr if x < pivot] middle = [x for x in arr if x == pivot] right = [x for x in arr if x > pivot] return quicksort(left) + middle + quicksort(right) Added type hints for the input and return type, plus a Google-style docstring.
Estimated: 70.4 tok/s decode · 2.7s TTFT (warm) · 176 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
ChatSRuns well70.4 tok/s1499 ms131K
CodingSRuns well70.4 tok/s2748 ms131K
Agentic CodingSRuns well70.4 tok/s3997 ms131K
ReasoningSRuns well70.4 tok/s3248 ms131K
RAGSRuns well70.4 tok/s4997 ms131K

Quantization options

How Qwen 3.5 35B A3B (35B params) fits at each quantization level on Radeon Pro W7900 48GB (48.0 GB usable).

QuantBitsVRAMQualityFit
Q2_K
2
13.7 GB
LowS86
Q3_K_S
3
17.2 GB
LowS87
NVFP4
4
19.6 GB
MediumS88
Q4_K_M
4
21.3 GB
MediumS88
Q5_K_M
5
25.2 GB
HighS90
Q6_K
6
28.7 GB
HighS90
Q8_0Best for your GPU
8
37.5 GB
Very HighS89
F16
16
71.8 GB
MaximumF0

Get started

Copy-paste commands to run Qwen 3.5 35B A3B on your machine.

Run

ollama run qwen3.5:35b-a3b

Frequently asked questions

Can Radeon Pro W7900 48GB run Qwen 3.5 35B A3B?

Yes, Radeon Pro W7900 48GB can run Qwen 3.5 35B A3B with a S grade (Runs well). Expected decode speed: 70.4 tok/s.

How much VRAM does Qwen 3.5 35B A3B need?

Qwen 3.5 35B A3B (35B parameters) requires approximately 28.5 GB of memory with Q4_K_M quantization.

What is the best quantization for Qwen 3.5 35B A3B?

The recommended quantization for Qwen 3.5 35B A3B is Q4_K_M, which balances quality and memory efficiency.

What speed will Qwen 3.5 35B A3B run at on Radeon Pro W7900 48GB?

On Radeon Pro W7900 48GB, Qwen 3.5 35B A3B achieves approximately 70.4 tokens per second decode speed with a time-to-first-token of 2748ms using Q4_K_M quantization.

Can Radeon Pro W7900 48GB run Qwen 3.5 35B A3B for coding?

For coding workloads, Qwen 3.5 35B A3B on Radeon Pro W7900 48GB receives a S grade with 70.4 tok/s and 131K context.

What context window can Qwen 3.5 35B A3B use on Radeon Pro W7900 48GB?

On Radeon Pro W7900 48GB, Qwen 3.5 35B A3B can safely use up to 131K tokens of context. The model's official context limit is 131K, but available memory constrains the safe maximum.

See all results for Radeon Pro W7900 48GBSee all hardware for Qwen 3.5 35B A3B
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