AI Model
Kimi K2.6
240B parameters · text-generation
VRAM (FP16)
480 GB
VRAM (INT4)
128 GB
Family
kimi
Compatible GPUs
NVIDIA B300
Min GPUs: 2 · fp16
NVIDIA B200
Min GPUs: 3 · fp16
NVIDIA GB200
Min GPUs: 3 · fp16
AMD Instinct MI300X
Min GPUs: 3 · fp16
AMD Instinct MI250X
Min GPUs: 4 · fp16
NVIDIA H200
Min GPUs: 4 · fp16
NVIDIA H200 NVL
Min GPUs: 4 · fp16
NVIDIA GH200
Min GPUs: 5 · fp16
NVIDIA H100
Min GPUs: 6 · fp16
NVIDIA A100
Min GPUs: 6 · fp16
NVIDIA A16
Min GPUs: 8 · fp16
NVIDIA L40S
Min GPUs: 10 · fp16
NVIDIA A40
Min GPUs: 10 · fp16
NVIDIA RTX 6000 Ada
Min GPUs: 10 · fp16
NVIDIA RTX A6000
Min GPUs: 10 · fp16
NVIDIA V100
Min GPUs: 15 · fp16
NVIDIA RTX 5090
Min GPUs: 15 · fp16
NVIDIA L4
Min GPUs: 20 · fp16
NVIDIA A10
Min GPUs: 20 · fp16
NVIDIA A10G
Min GPUs: 20 · fp16
NVIDIA RTX 4090
Min GPUs: 20 · fp16
NVIDIA RTX A5000
Min GPUs: 20 · fp16
NVIDIA RTX 3090
Min GPUs: 20 · fp16
NVIDIA T4
Min GPUs: 30 · fp16
NVIDIA P100
Min GPUs: 30 · fp16
NVIDIA RTX 5080
Min GPUs: 30 · fp16
NVIDIA RTX A4000
Min GPUs: 30 · fp16
Supported Frameworks
vLLMSGLangPyTorch
Deploy Kimi K2.6
Get a full deployment stack recommendation — GPU, count, framework, quantization, and projected cost.
Start deploymentHugging Face
View the model card, tokenizer, and weights on the Hugging Face Hub.
Open on Hugging FaceVRAM Usage
FP16 serving needs about 480 GB before workload-specific headroom. INT4 quantization reduces the model weights to about 128 GB, which is the practical path for large models on smaller GPU clusters.
Related Kimi K2.6 resources
Move from model requirements into compatible GPU prices, deployment, and the wider model catalog.
NVIDIA B300 prices for Kimi K2.6Recommended GPU path for this model at fp16 precision.NVIDIA B200 cloud pricesCompatible option for Kimi K2.6; minimum 3 GPUs.NVIDIA GB200 cloud pricesCompatible option for Kimi K2.6; minimum 3 GPUs.AMD Instinct MI300X cloud pricesCompatible option for Kimi K2.6; minimum 3 GPUs.Deploy Kimi K2.6Generate a deployment recommendation with GPU count, framework, and estimated cost.Model VRAM leaderboardCompare FP16 and INT4 memory requirements across other deployable models.