▸ NVIDIA· AMPERE

NVIDIA A100 PCIe 40GB

VRAM

40 GB

HIGH-END

BANDWIDTH

1555

GB/S

MODELS Q4

331/428

77%

7B Q4 SPEED

~178

BLAZING

▸ MODEL COVERAGE @ Q477% OF ALL

▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

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

3B

~415

TOK/S

7B

~178

TOK/S

14B

~89

TOK/S

32B

~39

TOK/S

70B

—

39.4GB NEEDED

▸ SPECIFICATIONS

VRAM

40 GB

BANDWIDTH

1555 GB/s

FP16 COMPUTE

312 TFLOPS

TDP

300W

MEMORY

HBM2

ARCHITECTURE

Ampere

CUDA CORES

6,912

TENSOR CORES

432

PCIE

Gen 4 x16

MSRP

$10,000

330

FAST MODELS · >30 TOK/S

Real-time chat speed

331

USABLE · >10 TOK/S

Comfortable for all tasks

331

TOTAL COMPATIBLE

Fit in VRAM at Q4

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▸ COMPATIBLE MODELS· 331

Falcon-H1R Tiny 90M0.09B

FALCON·256K CTX· CHAT· REASONING

TOK/S · 1% VRAM

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

SmolVLM 256M0.256B

SMOLLM·8K CTX· CHAT· VISION

TOK/S · 2% VRAM

Gemma 3 270M0.27B

GEMMA·32K CTX· CHAT

TOK/S · 2% VRAM

Snowflake Arctic Embed M v2.00.305B

EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL

TOK/S · 2% 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

LFM·125K CTX· CHAT· TOOL_USE

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

SmolVLM 500M0.5B

SMOLLM·8K CTX· CHAT· VISION

TOK/S · 2% VRAM

EMBEDDING·8K CTX· EMBEDDING

TOK/S · 2% VRAM

Snowflake Arctic Embed L v2.00.568B

EMBEDDING·8K CTX· EMBEDDING· MULTILINGUAL

TOK/S · 2% VRAM

QWEN·32K CTX· CHAT· REASONING

TOK/S · 2% VRAM

Qwen3-Embedding 0.6B0.6B

EMBEDDING·32K CTX· EMBEDDING· MULTILINGUAL

TOK/S · 2% VRAM

Falcon-H1R Tiny 0.6B0.6B

FALCON·32K CTX· CHAT· REASONING

TOK/S · 2% VRAM

Falcon Perception 0.6B0.6B

FALCON·4K CTX· VISION

TOK/S · 2% VRAM

LFM·125K CTX· CHAT· TOOL_USE

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

OTHER·32K CTX· CHAT· VISION

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

LFM·125K CTX· CHAT· TOOL_USE· MULTILINGUAL

TOK/S · 3% VRAM

Zamba2 1.2B1.2B

OTHER·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

▸ NEXT STEP

Get personalized recommendations.

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

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

▸ DEVICE UNDER TEST

NVIDIA A100 PCIe 40GB — 40 GB VRAM.

▸ A100 PCIE 40GB SPEC

BRAND: NVIDIA
VRAM: 40 GB HBM2
BANDWIDTH: 1555 GB/s
FP16 COMPUTE: 312 TFLOPS
FP32 COMPUTE: 19.5 TFLOPS
CUDA CORES: 6,912
TENSOR CORES: 432
TDP: 300 W
ARCHITECTURE: Ampere
MSRP: $10000

▸ AI CAPABILITY

331/ 428 models @ Q4

With 40 GB VRAM and 1555 GB/s bandwidth, this GPU handles models up to 52B parameters.

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

§ 01TOP MODELS FOR A100 PCIE 40GB

331 FIT · SHOWING 20

MODEL	SIZE	VRAM Q4	TOK/S	AVG
Jamba 2 Mini	52B	32.3 GB	104	9.2
Jamba 1.5 Mini 52B	51.6B	32.0 GB	104	24.2
Kimi-Linear-48B-A3B	48B	29.8 GB	415	26.6
Nemotron-H 47B	47B	29.2 GB	26	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	188	56.7
Falcon 40B	40B	24.9 GB	31	20.9
InternVL3 38B	38B	23.7 GB	33	78.9
Qwen3.5-35B-A3B	36B	22.5 GB	35	48.5
Seed-OSS 36B Instruct	36B	22.5 GB	35	54.4
c4ai-command-r-v01 35B	35B	21.9 GB	36	27.5
Qwen 3.5 35B A3B	35B	21.9 GB	415	53.3
Qwen 3.6 35B A3B	35B	21.9 GB	415	53.9
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