We use essential cookies to make our site work. With your consent, we may also use non-essential cookies to improve user experience and analyze website traffic…

FLUX.2 is live! High-fidelity image generation made simple.

Deploy Custom LLMs on DeepInfra
Published on 2024.03.01 by Iskren Chernev
Deploy Custom LLMs on DeepInfra

Did you just finetune your favorite model and are wondering where to run it? Well, we have you covered. Simple API and predictable pricing.

Put your model on huggingface

Use a private repo, if you wish, we don't mind. Create a hf access token just for the repo for better security.

Create custom deployment

Via Web

You can use the Web UI to create a new deployment.

Custom LLM Web UI

Via HTTP

We also offer HTTP API:

curl -X POST https://api.deepinfra.com/deploy/llm -d '{
    "model_name": "test-model",
    "gpu": "A100-80GB",
    "num_gpus": 2,
    "max_batch_size": 64,
    "hf": {
        "repo": "meta-llama/Llama-2-7b-chat-hf"
    },
    "settings": {
        "min_instances": 1,
        "max_instances": 1,
    }
}' -H 'Content-Type: application/json' \
    -H "Authorization: Bearer YOUR_API_KEY"
copy

Use it

curl -X POST \
    -d '{"input": "Hello"}' \
    -H 'Content-Type: application/json' \
    -H "Authorization: Bearer YOUR_API_KEY" \
    'https://api.deepinfra.com/v1/inference/github-username/di-model-name'
copy

For in depth tutorial check Custom LLM Docs.

Related articles
Art That Talks Back: A Hands-On Tutorial on Talking ImagesArt That Talks Back: A Hands-On Tutorial on Talking ImagesTurn any image into a talking masterpiece with this step-by-step guide using DeepInfra’s GenAI models.
FLUX.1-dev Guide: Mastering Text-to-Image AI Prompts for Stunning and Consistent VisualsFLUX.1-dev Guide: Mastering Text-to-Image AI Prompts for Stunning and Consistent VisualsLearn how to craft compelling prompts for FLUX.1-dev to create stunning images.
Model Distillation Making AI Models EfficientModel Distillation Making AI Models EfficientAI Model Distillation Definition & Methodology Model distillation is the art of teaching a smaller, simpler model to perform as well as a larger one. It's like training an apprentice to take over a master's work—streamlining operations with comparable performance . If you're struggling with depl...