FitMyLLM
NVIDIA/ Blackwell 2.0

NVIDIA RTX PRO 4500 Blackwell

32 GB
VRAM (High-end)
896 GB/s
Memory Bandwidth
236 / 290
Models fit at Q4 (81%)
~102 tok/s
7B Q4 speed (Blazing)
Model coverage at Q481% of all models

Specifications

VRAM
32 GB
Bandwidth
896 GB/s
FP16 Compute
50.5 TFLOPS
TDP
200W
Memory
GDDR7
Architecture
Blackwell 2.0
CUDA Cores
10,496
Tensor Cores
328
PCIe
Gen 5 x16
202
Fast models (>30 tok/s)
Real-time chat speed
236
Usable models (>10 tok/s)
Comfortable for all tasks
236
Total compatible
Fit in VRAM at Q4

Compatible Models(236)

S
GPT-2 124M0.124B
gpt21K ctxchat
5781
tok/s
1% VRAM
S
SmolLM2 135M0.135B
smollm2K ctxchat
5310
tok/s
1% VRAM
S
Nomic Embed Text v1.50.137B
embedding8K ctxembedding
5232
tok/s
1% VRAM
S
mxbai-embed-large-v10.335B
embedding1K ctxembedding
2140
tok/s
1% VRAM
S
Snowflake Arctic Embed L0.335B
embedding1K ctxembedding
2140
tok/s
1% VRAM
S
GPT-2 Medium 345M0.345B
gpt21K ctxchat
2078
tok/s
2% VRAM
S
SmolLM2 360M0.36B
smollm8K ctxchat
1991
tok/s
2% VRAM
S
Qwen 1.5 0.5B0.5B
qwen32K ctxchat
1434
tok/s
2% VRAM
S
Qwen 2.5 0.5B0.5B
qwen32K ctxchat
1434
tok/s
2% VRAM
S
BGE-M30.568B
embedding8K ctxembedding
1262
tok/s
2% VRAM
S
Qwen3 0.6B0.6B
qwen32K ctxchatreasoning
1195
tok/s
2% VRAM
S
GPT-2 Large 774M0.774B
gpt21K ctxchat
926
tok/s
2% VRAM
S
Qwen3-0.6B0.8B
qwen40K ctxchat
896
tok/s
3% VRAM
S
Qwen3.5-0.8B0.9B
qwen256K ctxchat
796
tok/s
3% VRAM
S
Falcon3-1B1B
falcon32K ctxchat
717
tok/s
3% VRAM
S
InternLM2 1B1B
internlm32K ctxchat
717
tok/s
3% VRAM
S
TinyLlama-1.1B1.1B
llama2K ctxchat
652
tok/s
3% VRAM
S
TinyLlama 1.1B1.1B
llama2K ctxchat
652
tok/s
3% VRAM
S
Llama-3.2-1B1.2B
llama4K ctxchat
597
tok/s
4% VRAM
S
LFM2.5-1.2B-Thinking1.2B
lfm122K ctxchatreasoningtool_use
597
tok/s
2% VRAM
S
DeepSeek Coder 1.3B1.3B
deepseek16K ctxcoding
551
tok/s
4% VRAM
S
OPT 1.3B1.3B
opt2K ctxchat
551
tok/s
4% VRAM
S
Phi-1 1.3B1.3B
phi2K ctxcoding
551
tok/s
4% VRAM
S
Phi-1.5 1.3B1.3B
phi2K ctxchatcoding
551
tok/s
4% VRAM
S
GPT-2 XL 1.5B1.5B
gpt21K ctxchat
478
tok/s
4% VRAM
S
Qwen2.5-Coder-1.5B1.5B
qwen32K ctxcodingchat
478
tok/s
4% VRAM
S
Qwen2 Math 1.5B1.5B
qwen4K ctxreasoning
478
tok/s
4% VRAM
S
Qwen 2.5 1.5B1.5B
qwen32K ctxchatcoding
478
tok/s
4% VRAM
S
Yi Coder 1.5B1.5B
yi125K ctxcoding
478
tok/s
4% VRAM
S
stablelm-2-1_6b1.6B
stablelm4K ctxchat
448
tok/s
4% VRAM
S
Qwen3 1.7B1.7B
qwen32K ctxchatreasoning
422
tok/s
4% VRAM
S
SmolLM2 1.7B1.71B
smollm8K ctxchat
419
tok/s
4% VRAM
S
Qwen 1.5 1.8B1.8B
qwen32K ctxchat
398
tok/s
5% VRAM
S
Moondream2 1.9B1.9B
other2K ctxvisionchat
377
tok/s
4% VRAM
S
Granite 4.0 Tiny7BMoE
granite125K ctxchatcodingmultilingual
358
tok/s
14% VRAM
S
Gemma 1 2B2B
gemma8K ctxchat
358
tok/s
5% VRAM
S
Granite 3.0 2B2B
granite128K ctxchatcoding
358
tok/s
5% VRAM
S
Granite 3.1 2B2B
granite128K ctxchatcoding
358
tok/s
5% VRAM
S
Qwen2-VL 2B2.21B
qwen32K ctxchatvision
324
tok/s
5% VRAM
S
Qwen3.5-2B2.3B
qwen256K ctxchat
312
tok/s
6% VRAM

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