NVIDIA· KEPLER

NVIDIA Quadro K4000

VRAM
3 GB
BUDGET
BANDWIDTH
134.8
GB/S
MODELS Q4
61/331
18%
7B Q4 SPEED
~15
GOOD
▸ MODEL COVERAGE @ Q418% OF ALL
▸ ESTIMATED SPEED· BY MODEL SIZE @ Q4

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

3B
~36
TOK/S
7B
3.9GB NEEDED
14B
7.9GB NEEDED
32B
18.0GB NEEDED
70B
39.4GB NEEDED
▸ SPECIFICATIONS
VRAM
3 GB
BANDWIDTH
134.8 GB/s
FP16 COMPUTE
1.2 TFLOPS
TDP
80W
MEMORY
GDDR5
ARCHITECTURE
Kepler
CUDA CORES
768
PCIE
Gen 2 x16
61
FAST MODELS · >30 TOK/S
Real-time chat speed
61
USABLE · >10 TOK/S
Comfortable for all tasks
61
TOTAL COMPATIBLE
Fit in VRAM at Q4
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▸ COMPATIBLE MODELS· 61
S
nomic-embed-text-v1.5 100M0.1B
EMBEDDING·8K CTX· CHAT
1078
TOK/S · 18% VRAM
S
GPT-2 124M0.124B
GPT2·1K CTX· CHAT
870
TOK/S · 19% VRAM
S
SmolLM2 135M0.135B
SMOLLM·2K CTX· CHAT
799
TOK/S · 19% VRAM
S
bge-large-en-v1.5 335M0.335B
EMBEDDING·1K CTX· CHAT
322
TOK/S · 23% VRAM
S
mxbai-embed-large-v10.335B
EMBEDDING·1K CTX· EMBEDDING
322
TOK/S · 23% VRAM
S
Snowflake Arctic Embed L0.335B
EMBEDDING·1K CTX· EMBEDDING
322
TOK/S · 23% VRAM
S
GPT-2 Medium 345M0.345B
GPT2·1K CTX· CHAT
313
TOK/S · 23% VRAM
S
SmolLM2 360M0.36B
SMOLLM·8K CTX· CHAT
300
TOK/S · 24% VRAM
S
Falcon-H1 0.5B0.5B
FALCON·128K CTX· CHAT
216
TOK/S · 26% VRAM
S
Qwen 1.5 0.5B0.5B
QWEN·32K CTX· CHAT
216
TOK/S · 26% VRAM
S
Qwen 2.5 0.5B0.5B
QWEN·32K CTX· CHAT
216
TOK/S · 26% VRAM
S
BGE-M30.568B
EMBEDDING·8K CTX· EMBEDDING
190
TOK/S · 28% VRAM
S
Qwen3 0.6B0.6B
QWEN·32K CTX· CHAT· REASONING
180
TOK/S · 29% VRAM
S
GPT-2 Large 774M0.774B
GPT2·1K CTX· CHAT
139
TOK/S · 32% VRAM
S
Qwen 3.5 0.8B0.8B
QWEN·256K CTX· CHAT· CODING· MULTILINGUAL
135
TOK/S · 33% VRAM
S
Qwen3.5-0.8B0.9B
QWEN·256K CTX· CHAT
120
TOK/S · 35% VRAM
S
Falcon3-1B1B
FALCON·32K CTX· CHAT
108
TOK/S · 37% VRAM
S
InternLM2 1B1B
INTERNLM·32K CTX· CHAT
108
TOK/S · 37% VRAM
S
TinyLlama 1.1B1.1B
LLAMA·2K CTX· CHAT
98
TOK/S · 39% VRAM
S
LFM2.5-1.2B-Thinking1.2B
LFM·122K CTX· CHAT· REASONING· TOOL_USE
90
TOK/S · 41% VRAM
S
Llama-3.2-1B1.2B
LLAMA·4K CTX· CHAT
90
TOK/S · 41% VRAM
S
DeepSeek Coder 1.3B1.3B
DEEPSEEK·16K CTX· CODING
83
TOK/S · 43% VRAM
S
EXAONE-4.0-1.2B1.3B
EXAONE·64K CTX· CHAT
83
TOK/S · 43% VRAM
S
OPT 1.3B1.3B
OPT·2K CTX· CHAT
83
TOK/S · 43% VRAM
S
Phi-1 1.3B1.3B
PHI·2K CTX· CODING
83
TOK/S · 43% VRAM
S
Phi-1.5 1.3B1.3B
PHI·2K CTX· CHAT· CODING
83
TOK/S · 43% VRAM
S
Falcon-H1 1.5B1.5B
FALCON·128K CTX· CHAT· CODING
72
TOK/S · 47% VRAM
S
GPT-2 XL 1.5B1.5B
GPT2·1K CTX· CHAT
72
TOK/S · 47% VRAM
S
Qwen2.5-Coder-1.5B1.5B
QWEN·32K CTX· CHAT· TOOL_USE· CODING
72
TOK/S · 47% VRAM
S
Qwen2 Math 1.5B1.5B
QWEN·4K CTX· REASONING
72
TOK/S · 47% VRAM
S
Qwen 2.5 1.5B1.5B
QWEN·32K CTX· CHAT· CODING
72
TOK/S · 47% VRAM
S
Yi Coder 1.5B1.5B
YI·125K CTX· CODING
72
TOK/S · 47% VRAM
S
stablelm-2-1_6b1.6B
STABLELM·4K CTX· CHAT
67
TOK/S · 49% VRAM
S
SmolLM2 1.7B1.71B
SMOLLM·8K CTX· CHAT
63
TOK/S · 51% VRAM
S
Qwen3 1.7B1.7B
QWEN·32K CTX· CHAT· REASONING
63
TOK/S · 51% VRAM
S
Qwen 1.5 1.8B1.8B
QWEN·32K CTX· CHAT
60
TOK/S · 53% VRAM
A
Moondream2 1.9B1.9B
OTHER·2K CTX· VISION· CHAT
57
TOK/S · 55% VRAM
A
Gemma 1 2B2B
GEMMA·8K CTX· CHAT
54
TOK/S · 57% VRAM
A
Granite 3.0 2B2B
GRANITE·128K CTX· CHAT· CODING
54
TOK/S · 57% VRAM
A
Granite 3.1 2B2B
GRANITE·128K CTX· CHAT· CODING
54
TOK/S · 57% VRAM
▸ NEXT STEP

Get personalized recommendations.

See ranked models with benchmark scores, run commands, and precise speed estimates for your Quadro K4000.

▸ DEVICE UNDER TEST

NVIDIA Quadro K40003 GB VRAM.

QUADRO K4000 SPEC
BRAND
NVIDIA
VRAM
3 GB GDDR5
BANDWIDTH
134.8 GB/s
FP16 COMPUTE
1.2 TFLOPS
FP32 COMPUTE
1.2 TFLOPS
CUDA CORES
768
TDP
80 W
ARCHITECTURE
Kepler
▸ AI CAPABILITY
61/ 331 models @ Q4

With 3 GB VRAM and 134.8 GB/s bandwidth, this GPU handles models up to 3.2B parameters.

Speed ≈ bandwidth / model_size × efficiency. A 7B model at Q4 runs at ~15 tok/s.

§ 01TOP MODELS FOR QUADRO K4000
61 FIT · SHOWING 20
MODELSIZEVRAM Q4TOK/SAVG
granite-4.0-h-micro 3.2B3.2B2.4 GB3418.4
Llama-3.2-3B3.2B2.4 GB3417.9
Falcon3-3B3.1B2.4 GB3525.7
Qwen 2.5 3B3.1B2.4 GB3537.2
SmolLM3-3B3.1B2.4 GB3530.5
Cogito 3B3B2.3 GB3622.1
Falcon-H1 3B3B2.3 GB3649.5
Ministral 3B3B2.3 GB3629.6
StarCoder2 3B3B2.3 GB369.5
Dolly v2 3B2.8B2.2 GB395.6
StableLM Zephyr 3B2.79B2.2 GB3914.9
Zephyr 3B2.79B2.2 GB3914.4
OPT 2.7B2.7B2.1 GB4028.0
Phi-2 2.7B2.7B2.1 GB4024.1
gemma-2-2b2.6B2.1 GB4122.9
CodeGemma 2B2.51B2.0 GB4322.9
EXAONE Deep 2.4B2.4B2.0 GB4527.1
Qwen3.5-2B2.3B1.9 GB4719.3
Qwen2-VL 2B2.21B1.8 GB4928.3
Gemma 1 2B2B1.7 GB5420.2