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RWKV

RWKV-6 14B

RWKV Foundation · hybrid · 14.1B parameters · 32,768 context

Quality
50.0

Architecture Details

TypeHYBRID
Total Parameters14.1B
Active Parameters14.1B
Layers61
Hidden Dimension5,120
Attention Heads1
KV Heads1
Head Dimension5120
Vocab Size65,536

Memory Requirements

BF16 Weights

28.2 GB

FP8 Weights

14.1 GB

INT4 Weights

7.0 GB

KV-Cache per Token0 bytes
Activation Estimate1.00 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

A100 40GB SXMoptimal

BF16 · 1 GPU · vllm

95/100

score

Throughput

268.0 tok/s

Cost/Month

$807

Cost/M Tokens

$1.15

Use this config →
RTX A6000optimal

BF16 · 1 GPU · vllm

95/100

score

Throughput

132.3 tok/s

Cost/Month

$465

Cost/M Tokens

$1.34

Use this config →
A40optimal

BF16 · 1 GPU · vllm

95/100

score

Throughput

119.9 tok/s

Cost/Month

$399

Cost/M Tokens

$1.26

Use this config →

API Pricing Comparison

ProviderInput $/MOutput $/MBadges
rwkv$0.20$0.20
Cheapest

Capabilities

Features

Tool Use Vision Code Math Reasoning Multilingual Structured Output

Supported Frameworks

vllm

Supported Precisions

BF16 (default)FP8INT4

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