Updated minutes ago
CodeGen2 16B
Salesforce · dense · 16B parameters · 2,048 context
Quality50.0
Architecture Details
TypeDENSE
Total Parameters16B
Active Parameters16B
Layers34
Hidden Dimension6,144
Attention Heads48
KV Heads48
Head Dimension128
Vocab Size51,200
Memory Requirements
BF16 Weights
32.0 GB
FP8 Weights
16.0 GB
INT4 Weights
8.0 GB
KV-Cache per Token417792 bytes
Activation Estimate1.20 GB
Fits on (single-node)
B200 SXM BF16B100 SXM BF16GB200 NVL72 (per GPU) BF16GB300 NVL72 (per GPU) BF16H200 SXM BF16H100 SXM BF16H100 PCIe BF16H100 NVL BF16
GPU Recommendations
H100 SXMoptimal
FP8 · 1 GPU · tensorrt-llm
100/100
score
Throughput
1.1K tok/s
Cost/Month
$1794
Cost/M Tokens
$0.65
H100 PCIeoptimal
FP8 · 1 GPU · tensorrt-llm
95/100
score
Throughput
1.0K tok/s
Cost/Month
$1794
Cost/M Tokens
$0.65
RTX A6000optimal
BF16 · 1 GPU · vllm
95/100
score
Throughput
129.6 tok/s
Cost/Month
$465
Cost/M Tokens
$1.37
API Pricing Comparison
No API pricing data available for this model.
Capabilities
Features
✗ Tool Use✗ Vision✓ Code✗ Math✗ Reasoning✗ Multilingual✗ Structured Output
Supported Frameworks
vllmtgi
Supported Precisions
BF16 (default)FP8INT4