GPU Instances

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Available GPUs

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Key features

• Dedicated access — no sharing with other users
• SSH access — connect directly to your container
• Full environment control — bring your own Docker image or use ours
• Pay-per-use — billed by the hour, only while running
• Quick setup — running in minutes

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Use cases

• LLM training and fine-tuning
• Large-scale batch inference
• Research and experimentation
• Development environments with GPU access

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Web UI

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Start a new container

1. Go to Dashboard → GPU Instances
2. Click New Container
3. Select GPU configuration — choose from available B200/B300 configs. Each shows:
   • GPU type, quantity, and memory (e.g., 1xB200-180GB, 8xB200-180GB)
   • Hourly pricing
   • Availability status
4. Enter container details:
   • Container Name — a descriptive name
   • SSH Key — paste your public SSH key (format: ssh-rsa AAAAB3NzaC1yc2E...)
5. Accept the NVIDIA license agreements and cryptocurrency mining policy
6. Click I agree to the above

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Connect to a running container

1. Wait for container status to show running
2. Click on the SSH login field to copy the command
3. Run ssh ubuntu@<ip-address> in your terminal

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Stop a container

1. Click on the container in the instances list
2. Click Terminate
3. Type confirm and click Terminate

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HTTP API

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Create a container

curl -X POST https://api.deepinfra.com/v1/containers \
  -H "Authorization: Bearer $DEEPINFRA_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "my-cluster",
    "gpu_config": "8xB200-180GB",
    "container_image": "di-cont-ubuntu-torch:latest",
    "cloud_init_user_data": "#cloud-config\nusers:\n- name: ubuntu\n  shell: /bin/bash\n  sudo: '\''ALL=(ALL) NOPASSWD:ALL'\''\n  ssh_authorized_keys:\n  - ssh-rsa AAAAB3NzaC1yc2E..."
  }'

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Get container details

curl -X GET https://api.deepinfra.com/v1/containers/{container_id} \
  -H "Authorization: Bearer $DEEPINFRA_TOKEN"

ssh ubuntu@<container-ip>

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List containers

curl -X GET https://api.deepinfra.com/v1/containers \
  -H "Authorization: Bearer $DEEPINFRA_TOKEN"

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Terminate a container

curl -X DELETE https://api.deepinfra.com/v1/containers/{container_id} \
  -H "Authorization: Bearer $DEEPINFRA_TOKEN"

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Container lifecycle