FitMyLLM
AMD· CDNA 3.0

AMD Radeon Instinct MI325X

VRAM
288 GB
FLAGSHIP
BANDWIDTH
10300
GB/S
MODELS Q4
425/449
95%
7B Q4 SPEED
~1308
BLAZING
▸ MODEL COVERAGE @ Q495% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

Average speeds at Q4 quantization. Actual performance varies by model architecture and context length.

3B
~3052
TOK/S
7B
~1308
TOK/S
14B
~654
TOK/S
32B
~286
TOK/S
70B
~131
TOK/S
▸ SPECIFICATIONS
VRAM
288 GB
BANDWIDTH
10300 GB/s
FP16 COMPUTE
653.7 TFLOPS
TDP
1000W
MEMORY
HBM3e
ARCHITECTURE
CDNA 3.0
STREAM PROCESSORS
19,456
COMPUTE UNITS
152
PCIE
Gen 5 x16
MSRP
$20,000
421
FAST MODELS · >30 TOK/S
Real-time chat speed
425
USABLE · >10 TOK/S
Comfortable for all tasks
425
TOTAL COMPATIBLE
Fit in VRAM at Q4
▸ RENT IT IN THE CLOUD

Buying Radeon Instinct MI325X costs $15–$40k and isn’t practical for most teams. Spin one up by the hour instead:

Spin up in ~60s. Pay by the second. Cancel anytime.

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▸ COMPATIBLE MODELS· 425
S
Falcon-H1R Tiny 90M0.09B
FALCON·256K CTX· CHAT· REASONING
101728
TOK/S · 0% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
67819
TOK/S · 0% VRAM
S
nomic-embed-text-v1.5 100M0.14B
EMBEDDING·8K CTX· CHAT
65397
TOK/S · 0% VRAM
S
GPT-2 124M0.14B
GPT2·1K CTX· CHAT
65397
TOK/S · 0% VRAM
S
SmolVLM 256M0.256B
SMOLLM·8K CTX· CHAT· VISION
35764
TOK/S · 0% VRAM
S
Gemma 3 270M0.27B
GEMMA·32K CTX· CHAT
33909
TOK/S · 0% VRAM
S
Snowflake Arctic Embed M v2.00.305B
EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL
30018
TOK/S · 0% VRAM
S
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
27330
TOK/S · 0% VRAM
S
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
27330
TOK/S · 0% VRAM
S
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
27330
TOK/S · 0% VRAM
S
LFM2 350M0.35B
LFM·125K CTX· CHAT· TOOL_USE
26159
TOK/S · 0% VRAM
S
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
25432
TOK/S · 0% VRAM
S
GPT-2 Medium 345M0.38B
GPT2·1K CTX· CHAT
24094
TOK/S · 0% VRAM
S
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
18311
TOK/S · 0% VRAM
S
SmolVLM 500M0.5B
SMOLLM·8K CTX· CHAT· VISION
18311
TOK/S · 0% VRAM
S
Falcon-H1 0.5B0.52B
FALCON·128K CTX· CHAT
17607
TOK/S · 0% VRAM
S
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
16119
TOK/S · 0% VRAM
S
Snowflake Arctic Embed L v2.00.568B
EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL
16119
TOK/S · 0% VRAM
S
Qwen3-Embedding 0.6B0.6B
EMBEDDING·32K CTX· EMBEDDING· MULTILINGUAL
15259
TOK/S · 0% VRAM
S
Falcon-H1R Tiny 0.6B0.6B
FALCON·32K CTX· CHAT· REASONING
15259
TOK/S · 0% VRAM
S
Falcon Perception 0.6B0.6B
FALCON·4K CTX· VISION
15259
TOK/S · 0% VRAM
S
Qwen 1.5 0.5B0.62B
QWEN·32K CTX· CHAT
14767
TOK/S · 0% VRAM
S
LFM2 700M0.74B
LFM·125K CTX· CHAT· TOOL_USE
12372
TOK/S · 0% VRAM
S
Qwen3 0.6B0.75B
QWEN·32K CTX· CHAT· REASONING
12207
TOK/S · 0% VRAM
S
GPT-2 Large 774M0.81B
GPT2·1K CTX· CHAT
11303
TOK/S · 0% VRAM
S
Qwen 3.5 0.8B0.87B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
10524
TOK/S · 0% VRAM
S
InternVL3 1B0.94B
OTHER·32K CTX· CHAT· VISION
9740
TOK/S · 0% VRAM
S
MiniCPM5 1B1.08B
MINICPM·128K CTX· CHAT· REASONING· MULTILINGUAL
8477
TOK/S · 0% VRAM
S
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
8323
TOK/S · 0% VRAM
S
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
7630
TOK/S · 0% VRAM
S
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
7630
TOK/S · 0% VRAM
S
LFM2 1.2B1.2B
LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL
7630
TOK/S · 0% VRAM
S
Zamba2 1.2B1.2B
OTHER·4K CTX· CHAT
7630
TOK/S · 0% VRAM
S
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
7043
TOK/S · 0% VRAM
S
OPT 1.3B1.3B
OPT·2K CTX· CHAT
7043
TOK/S · 0% VRAM
S
MiniCPM-V 4.61.3B
OTHER·256K CTX· CHAT· VISION
7043
TOK/S · 0% VRAM
S
DeepSeek Coder 1.3B1.35B
DEEPSEEK·16K CTX· CODING
6782
TOK/S · 0% VRAM
S
Phi-1 1.3B1.42B
PHI·2K CTX· CODING
6448
TOK/S · 0% VRAM
S
Phi-1.5 1.3B1.42B
PHI·2K CTX· CHAT· CODING
6448
TOK/S · 0% VRAM
S
LFM2 8B A1B8.3BMoE
LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL
6104
TOK/S · 2% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your Radeon Instinct MI325X.

▸ DEVICE UNDER TEST

AMD Radeon Instinct MI325X288 GB VRAM.

RADEON INSTINCT MI325X SPEC
BRAND
AMD
VRAM
288 GB HBM3e
BANDWIDTH
10300 GB/s
FP16 COMPUTE
653.7 TFLOPS
FP32 COMPUTE
81.7 TFLOPS
STREAM PROCESSORS
19,456
TDP
1000 W
ARCHITECTURE
CDNA 3.0
MSRP
$20000
▸ AI CAPABILITY
425/ 449 models @ Q4

With 288 GB VRAM and 10300 GB/s bandwidth, this GPU handles models up to 405B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~1177 tok/s.

§ 01TOP MODELS FOR RADEON INSTINCT MI325X
425 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
Llama 3.1 405B405B248.0 GB2348.4
Hermes 4 405B405B248.0 GB2333.4
Cogito v2 405B405B248.0 GB23
Llama-4-Maverick-17B-128E400B245.0 GB53946.1
Jamba Large 1.6398B243.8 GB9711.0
Qwen3.5-397B-A17B397B243.2 GB53968.4
Hunyuan-Large389B238.3 GB17673.9
GLM 4.7358B219.3 GB28664.4
GLM 4.6357B218.7 GB76341.4
GLM 4.5355B217.5 GB76347.5
Nemotron-4 340B340B208.3 GB2765.4
MiMo V2.5310.78B190.5 GB61057.5
MiMo V2 Flash 309B309B189.4 GB61072.4
DeepSeek V4 Flash 0731304.18B186.4 GB70462.4
ERNIE-4.5-300B-A47B-Paddle300.5B184.2 GB3037.4
ERNIE 4.5 300B-A47B300B183.9 GB19549.8
Hunyuan Hy3-preview295B180.8 GB43662.7
DeepSeek V4 Flash290.94B178.3 GB70459.3
DeepSeek V2 236B236B144.7 GB43640.4
DeepSeek-V2.5 236B236B144.7 GB43664.0