FitMyLLM
Alibaba/Mixture of Experts

AlibabaQwen3-235B-A22B

chat
235.1B
Parameters (22B active)
40K
Context length
19
Benchmarks
17
Quantizations
674K
HF downloads
Architecture
MoE
Released
2025-04-28
Layers
94
KV Heads
4
Head Dim
128
Family
qwen

Quantization Options

QuantBitsVRAMQuality
IQ2_XXS2.3870.4 GBlow
IQ2_M2.9386.6 GBlow
Q2_K3.1693.4 GBlow
IQ3_XXS3.2596.0 GBlow
IQ3_XS3.5103.3 GBlow
Q3_K_S3.64107.5 GBlow
IQ3_M3.76111.0 GBlow
Q3_K_M4118.0 GBlow
Q3_K_L4.3126.9 GBmoderate
IQ4_XS4.46131.6 GBmoderate
Q4_K_S4.67137.7 GBmoderate
Q4_K_M4.89144.2 GBgood
Q5_K_S5.57164.2 GBgood
Q5_K_M5.7168.0 GBgood
Q6_K6.56193.3 GBexcellent
Q8_08.5250.3 GBlossless
FP1616470.7 GBlossless

Select your GPU above to see speed estimates and compatibility for each quantization.

▸ READY TO RUN THIS?RENT BY THE HOUR

RENT A GPU AND RUN QWEN3-235B-A22B NOW

Rent on RunPod →Or Vast.ai →

Spin up an A100 / H100 / 4090 in ~60s. Pay by the second. Cancel anytime.

Community Ratings

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Benchmarks (19)

Arena Elo1367
MATH-50098.0
MATH96.0
HumanEval95.0
IFEval88.0
GPQA Diamond75.3
MMLU-PRO72.0
AIME71.7
AA Math71.7
GPQA66.0
LiveCodeBench52.4
IFBench46.1
SciCode36.0
τ²-Bench33.3
AA Long Context31.2
AA Intelligence25.0
AA Coding22.1
Terminal-Bench15.2
HLE10.6

Run this model

▸Easiest way to get started·Beginners
DOCS ↗
curl -fsSL https://ollama.com/install.sh | sh
$ollama run qwen3:235.1b-instruct-q4_K_M

Downloads and runs automatically. Add --verbose for speed stats.

▸ SETUP GUIDE
>_

Auto-setup with fitmyllm CLI

Detects your GPU, recommends the best model, downloads it, and starts chatting — zero config. Benchmarks your speed and contributes anonymous data to improve predictions.

pip install fitmyllmthen run fitmyllmLearn more
Auto-detect GPULive tok/s in chatSpeed benchmarks9 inference engines
HuggingFaceOllama LibraryGGUF DownloadsBuild Hardware

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

AMD Instinct MI300X
192 GB VRAM • 5300 GB/s
AMD
$15000
Apple M2 Ultra (192GB)
192 GB VRAM • 800 GB/s
APPLE
$5499
Apple M3 Ultra (192GB)
192 GB VRAM • 800 GB/s
APPLE
$6999
Apple M4 Ultra (192GB)
192 GB VRAM • 1092 GB/s
APPLE
$7499
AMD Radeon Instinct MI300A
192 GB VRAM • 10300 GB/s
AMD
$12000
AMD Radeon Instinct MI300X
192 GB VRAM • 10300 GB/s
AMD
$15000
AMD Radeon Instinct MI308X
192 GB VRAM • 10300 GB/s
AMD
$12000
Apple M5 Ultra (192GB)
192 GB VRAM • 1228 GB/s
APPLE
AMD Radeon Instinct MI325X
288 GB VRAM • 10300 GB/s
AMD
$20000
AMD Radeon Instinct MI350X
288 GB VRAM • 8190 GB/s
AMD
$25000
AMD Radeon Instinct MI355X
288 GB VRAM • 8190 GB/s
AMD
$30000
Apple M4 Ultra (384GB)
384 GB VRAM • 1092 GB/s
APPLE
$9999
Apple M5 Ultra (384GB)
384 GB VRAM • 1228 GB/s
APPLE

Find the best GPU for Qwen3-235B-A22B

Build Hardware for Qwen3-235B-A22B
▸ SPEC SHEET

Qwen3-235B-A22B — 235.1B MoE.

▸ SPECIFICATIONS
PARAMETERS
235.1B (22B active)
ARCHITECTURE
Mixture of Experts
CONTEXT LENGTH
40K tokens
CAPABILITIES
chat
RELEASE DATE
2025-04-28
PROVIDER
Alibaba
FAMILY
qwen
▸ VRAM REQUIREMENTS
QUANTBPWVRAMQUALITY
IQ2_XXS2.3870.4 GB65%
IQ2_M2.9386.6 GB75%
Q2_K3.1693.4 GB78%
IQ3_XXS3.2596.0 GB82%
IQ3_XS3.5103.3 GB84%
Q3_K_S3.64107.5 GB85%
IQ3_M3.76111.0 GB86%
Q3_K_M4118.0 GB88%
Q3_K_L4.3126.9 GB90%
IQ4_XS4.46131.6 GB92%
Q4_K_S4.67137.7 GB93%
Q4_K_M4.89144.2 GB94%
Q5_K_S5.57164.2 GB96%
Q5_K_M5.7168.0 GB96%
Q6_K6.56193.3 GB97%
Q8_08.5250.3 GB100%
FP1616470.7 GB100%
§ 01BENCHMARK SCORES
HumanEval95.0
MMLU-PRO72.0
MATH96.0
IFEval88.0
GPQA66.0
Arena Elo1367.0
GPQA Diamond75.3
LiveCodeBench52.4
AIME71.7
MATH-50098.0
HLE10.6
AA Intelligence25.0
AA Coding22.1
AA Math71.7
aa_ifbench46.1
aa_terminal_bench15.2
aa_tau233.3
aa_scicode36.0
aa_lcr31.2
§ 02RUN COMMAND

Run Qwen3-235B-A22B locally with Ollama — needs 144.2 GB VRAM at Q4_K_M:

$ollama run qwen3:235.1b
§ 03COMPATIBLE GPUs
13 @ Q4_K_M
AMD Instinct MI300X
192 GB · 5300 GB/s
Apple M2 Ultra (192GB)
192 GB · 800 GB/s
Apple M3 Ultra (192GB)
192 GB · 800 GB/s
Apple M4 Ultra (192GB)
192 GB · 1092 GB/s
AMD Radeon Instinct MI300A
192 GB · 10300 GB/s
AMD Radeon Instinct MI300X
192 GB · 10300 GB/s
AMD Radeon Instinct MI308X
192 GB · 10300 GB/s
Apple M5 Ultra (192GB)
192 GB · 1228 GB/s
AMD Radeon Instinct MI325X
288 GB · 10300 GB/s
AMD Radeon Instinct MI350X
288 GB · 8190 GB/s
AMD Radeon Instinct MI355X
288 GB · 8190 GB/s
Apple M4 Ultra (384GB)
384 GB · 1092 GB/s
Apple M5 Ultra (384GB)
384 GB · 1228 GB/s