▸ NVIDIA· AMPERE

NVIDIA A100 SXM4 40 GB

VRAM

40 GB

HIGH-END

BANDWIDTH

1560

GB/S

MODELS Q4

261/331

79%

7B Q4 SPEED

~178

BLAZING

▸ MODEL COVERAGE @ Q479% OF ALL

▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

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

3B

~416

TOK/S

7B

~178

TOK/S

14B

~89

TOK/S

32B

~39

TOK/S

70B

—

39.4GB NEEDED

▸ SPECIFICATIONS

VRAM

40 GB

BANDWIDTH

1560 GB/s

FP16 COMPUTE

78 TFLOPS

TDP

400W

MEMORY

HBM2e

ARCHITECTURE

Ampere

CUDA CORES

6,912

TENSOR CORES

432

PCIE

Gen 4 x16

MSRP

$10,000

260

FAST MODELS · >30 TOK/S

Real-time chat speed

261

USABLE · >10 TOK/S

Comfortable for all tasks

261

TOTAL COMPATIBLE

Fit in VRAM at Q4

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▸ COMPATIBLE MODELS· 261

nomic-embed-text-v1.5 100M0.1B

EMBEDDING·8K CTX· CHAT

TOK/S · 1% VRAM

GPT-2 124M0.124B

GPT2·1K CTX· CHAT

TOK/S · 1% VRAM

SmolLM2 135M0.135B

SMOLLM·2K CTX· CHAT

TOK/S · 1% VRAM

bge-large-en-v1.5 335M0.335B

EMBEDDING·1K CTX· CHAT

TOK/S · 2% VRAM

mxbai-embed-large-v10.335B

EMBEDDING·1K CTX· EMBEDDING

TOK/S · 2% VRAM

Snowflake Arctic Embed L0.335B

EMBEDDING·1K CTX· EMBEDDING

TOK/S · 2% VRAM

GPT-2 Medium 345M0.345B

GPT2·1K CTX· CHAT

TOK/S · 2% VRAM

SmolLM2 360M0.36B

SMOLLM·8K CTX· CHAT

TOK/S · 2% VRAM

Falcon-H1 0.5B0.5B

FALCON·128K CTX· CHAT

TOK/S · 2% VRAM

Qwen 1.5 0.5B0.5B

QWEN·32K CTX· CHAT

TOK/S · 2% VRAM

Qwen 2.5 0.5B0.5B

QWEN·32K CTX· CHAT

TOK/S · 2% VRAM

EMBEDDING·8K CTX· EMBEDDING

TOK/S · 2% VRAM

QWEN·32K CTX· CHAT· REASONING

TOK/S · 2% VRAM

GPT-2 Large 774M0.774B

GPT2·1K CTX· CHAT

TOK/S · 2% VRAM

Qwen 3.5 0.8B0.8B

QWEN·256K CTX· CHAT· CODING· MULTILINGUAL

TOK/S · 2% VRAM

Qwen3.5-0.8B0.9B

QWEN·256K CTX· CHAT

TOK/S · 3% VRAM

FALCON·32K CTX· CHAT

TOK/S · 3% VRAM

INTERNLM·32K CTX· CHAT

TOK/S · 3% VRAM

TinyLlama 1.1B1.1B

LLAMA·2K CTX· CHAT

TOK/S · 3% VRAM

LFM2.5-1.2B-Thinking1.2B

LFM·122K CTX· CHAT· REASONING· TOOL_USE

TOK/S · 3% VRAM

Llama-3.2-1B1.2B

LLAMA·4K CTX· CHAT

TOK/S · 3% VRAM

DeepSeek Coder 1.3B1.3B

DEEPSEEK·16K CTX· CODING

TOK/S · 3% VRAM

EXAONE-4.0-1.2B1.3B

EXAONE·64K CTX· CHAT

TOK/S · 3% VRAM

OPT·2K CTX· CHAT

TOK/S · 3% VRAM

PHI·2K CTX· CODING

TOK/S · 3% VRAM

Phi-1.5 1.3B1.3B

PHI·2K CTX· CHAT· CODING

TOK/S · 3% VRAM

granite-4.0-h-tiny 6.9B6.9BMoE

GRANITE·128K CTX· CHAT

TOK/S · 12% VRAM

Falcon-H1 1.5B1.5B

FALCON·128K CTX· CHAT· CODING

TOK/S · 4% VRAM

GPT-2 XL 1.5B1.5B

GPT2·1K CTX· CHAT

TOK/S · 4% VRAM

Qwen2.5-Coder-1.5B1.5B

QWEN·32K CTX· CHAT· TOOL_USE· CODING

TOK/S · 4% VRAM

Qwen2 Math 1.5B1.5B

QWEN·4K CTX· REASONING

TOK/S · 4% VRAM

Qwen 2.5 1.5B1.5B

QWEN·32K CTX· CHAT· CODING

TOK/S · 4% VRAM

Yi Coder 1.5B1.5B

YI·125K CTX· CODING

TOK/S · 4% VRAM

stablelm-2-1_6b1.6B

STABLELM·4K CTX· CHAT

TOK/S · 4% VRAM

QWEN·32K CTX· CHAT· REASONING

TOK/S · 4% VRAM

SmolLM2 1.7B1.71B

SMOLLM·8K CTX· CHAT

TOK/S · 4% VRAM

Qwen 1.5 1.8B1.8B

QWEN·32K CTX· CHAT

TOK/S · 4% VRAM

Moondream2 1.9B1.9B

OTHER·2K CTX· VISION· CHAT

TOK/S · 4% VRAM

GEMMA·8K CTX· CHAT

TOK/S · 4% VRAM

Granite 3.0 2B2B

GRANITE·128K CTX· CHAT· CODING

TOK/S · 4% VRAM

▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your A100 SXM4 40 GB.

▸Find models for A100 SXM4 40 GB Compare with other GPUs

▸ DEVICE UNDER TEST

NVIDIA A100 SXM4 40 GB — 40 GB VRAM.

▸ A100 SXM4 40 GB SPEC

BRAND: NVIDIA
VRAM: 40 GB HBM2e
BANDWIDTH: 1560 GB/s
FP16 COMPUTE: 78 TFLOPS
FP32 COMPUTE: 19.5 TFLOPS
CUDA CORES: 6,912
TENSOR CORES: 432
TDP: 400 W
ARCHITECTURE: Ampere
MSRP: $10000

▸ AI CAPABILITY

261/ 331 models @ Q4

With 40 GB VRAM and 1560 GB/s bandwidth, this GPU handles models up to 51.6B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~178 tok/s.

§ 01TOP MODELS FOR A100 SXM4 40 GB

261 FIT · SHOWING 20

MODEL	SIZE	VRAM Q4	TOK/S	AVG
Jamba 1.5 Mini 52B	51.6B	32.0 GB	104	24.2
Kimi-Linear-48B-A3B	48B	29.8 GB	416	26.6
Nemotron-H 47B	47B	29.2 GB	27	84.6
Mixtral-8x7B	46.7B	29.0 GB	96	18.8
Nous-Hermes-2-Mixtral-8x7B-DPO	46.7B	29.0 GB	96	27.4
Dolphin 2.6 Mixtral 8x7B	46.7B	29.0 GB	96	23.8
Phi-3.5 MoE 42B	41.9B	26.1 GB	189	56.7
Falcon 40B	40B	24.9 GB	31	20.9
Qwen3.5-35B-A3B	36B	22.5 GB	35	48.5
c4ai-command-r-v01 35B	35B	21.9 GB	36	27.5
Qwen 3.5 35B A3B	35B	21.9 GB	416	53.3
Qwen 3.6 35B A3B	35B	21.9 GB	416	62.7
Nous Capybara 34B	34.4B	21.5 GB	36	42.0
Yi-1.5 34B	34.4B	21.5 GB	36	45.3
Falcon-H1 34B	34B	21.3 GB	37	66.1
CodeLlama 34B	34B	21.3 GB	37	25.4
Nous Hermes 2 34B	34B	21.3 GB	37	47.0
Phind CodeLlama 34B	34B	21.3 GB	37	68.1
LLaVA-1.6 Yi 34B	34B	21.3 GB	37	47.4
WizardCoder Python 34B	34B	21.3 GB	37	73.2