GPU instances for AI model Fine-tuning

Fine-tune large language models, vision models, and generative AI models with LoRA, QLoRA, supervised fine-tuning, or full-parameter training. Choose GPU containers, VMs, or bare metal with transparent hourly pricing and zero egress fees.

GPU

H200

Fluence

$2.56/hr

CoreWeave

$6.30/hr

AWS

$7.90/hr

Google Cloud

$10.84/hr

GPU instances for AI model Fine-tuning

Fine-tune large language models, vision models, and generative AI models with LoRA, QLoRA, supervised fine-tuning, or full-parameter training. Choose GPU containers, VMs, or bare metal with transparent hourly pricing and zero egress fees.

GPU

H200

Fluence

$2.56/hr

CoreWeave

$6.30/hr

AWS

$7.90/hr

Google Cloud

$10.84/hr

Available GPUs for AI inference

Choose cloud GPU instances by model, VRAM, deployment type, provider, region, and hourly price. Find the configuration that fits your fine-tuning method, model size, and expected runtime.

All

Container

VM

Bare Metal

H100

80 GB

Info

80 GB RAM

Deployment

Container

Best fit

Large inference

Price

$1.24 /per hr

H200

141 GB

Info

141 GB RAM

Deployment

Container

Best fit

Memory-heavy fine-tuning

Price

$2.56 /per hr

A100

80 GB

Info

80 GB RAM

Deployment

Container

Best fit

LoRA and QLoRA

Price

$1.22 /per hr

RTX 4090

24 GB

Info

24 GB RAM

Deployment

Container

Best fit

Small-model PEFT

Price

$0.48 /per hr

H100

80 GB

Info

80 GB RAM

Deployment

VM

Best fit

Supervised fine-tuning

Price

$2.29 /per hr

H200

141 GB

Info

141 GB RAM

Deployment

VM

Best fit

Long-context fine-tuning

Price

$3.10 /per hr

A100

80 GB

Info

80 GB RAM

Deployment

VM

Best fit

Persistent fine-tuning

Price

$1.83 /per hr

RTX 4090

24 GB

Info

24 GB RAM

Deployment

VM

Best fit

Budget LoRA jobs

Price

$0.64 /per hr

H100

640 GB

Info

80 GB RAM

Deployment

Bare Metal

Best fit

Multi-GPU fine-tuning

Price

$19.35 /per hr

Available GPUs for AI inference

Choose cloud GPU instances by model, VRAM, deployment type, provider, region, and hourly price. Find the configuration that fits your fine-tuning method, model size, and expected runtime.

All

Container

VM

Bare Metal

H100

80 GB

Info

80 GB RAM

Deployment

Container

Best fit

Large inference

Price

$1.24 /per hr

H200

141 GB

Info

141 GB RAM

Deployment

Container

Best fit

Memory-heavy fine-tuning

Price

$2.56 /per hr

A100

80 GB

Info

80 GB RAM

Deployment

Container

Best fit

LoRA and QLoRA

Price

$1.22 /per hr

RTX 4090

24 GB

Info

24 GB RAM

Deployment

Container

Best fit

Small-model PEFT

Price

$0.48 /per hr

H100

80 GB

Info

80 GB RAM

Deployment

VM

Best fit

Supervised fine-tuning

Price

$2.29 /per hr

H200

141 GB

Info

141 GB RAM

Deployment

VM

Best fit

Long-context fine-tuning

Price

$3.10 /per hr

A100

80 GB

Info

80 GB RAM

Deployment

VM

Best fit

Persistent fine-tuning

Price

$1.83 /per hr

RTX 4090

24 GB

Info

24 GB RAM

Deployment

VM

Best fit

Budget LoRA jobs

Price

$0.64 /per hr

H100

640 GB

Info

80 GB RAM

Deployment

Bare Metal

Best fit

Multi-GPU fine-tuning

Price

$19.35 /per hr

Request a custom GPU cluster

Need a different GPU setup or configuration? Send us your requirements and our team will get back to you.

Request a custom GPU cluster

Need a different GPU setup or configuration? Send us your requirements and our team will get back to you.

Top-tier GPU infrastructure for AI model fine-tuning

Run LLM and generative AI fine-tuning on high-performance GPU hardware at best-in-class locations. Review the provider, region, hardware configuration, and available compliance information before deployment.

Top-tier GPU infrastructure for AI model fine-tuning

Run LLM and generative AI fine-tuning on high-performance GPU hardware at best-in-class locations. Review the provider, region, hardware configuration, and available compliance information before deployment.

FAQ

What is LLM fine-tuning?

What is the difference between LoRA, QLoRA, and full fine-tuning?

Which GPU is best for LLM fine-tuning?

How much VRAM do I need for LLM fine-tuning?

How much does LLM fine-tuning cost?

Show more

FAQ

What is LLM fine-tuning?

What is the difference between LoRA, QLoRA, and full fine-tuning?

Which GPU is best for LLM fine-tuning?

How much VRAM do I need for LLM fine-tuning?

How much does LLM fine-tuning cost?

Show more

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