📚
Docs - Float16
homeapp
  • 🚀GETTING STARTED
    • Introduction
    • Account
      • Dashboard
      • Profile
      • Payment
      • Workspace
      • Service Quota
    • LLM as a service
      • Quick Start
        • Set the credentials
      • Supported Model
      • Limitation
      • API Reference
    • One Click Deploy
      • Quick Start
        • Instance Detail
        • Re-generate API Key
        • Terminate Instance
      • Features
        • OpenAI Compatible
        • Long context and Auto scheduler
        • Quantization
        • Context caching
      • Limitation
      • Validated model
      • Endpoint Specification
    • Serverless GPU
      • Quick Start
        • Mode
        • Task Status
        • App Features
          • Project Detail
      • Tutorials
        • Hello World
        • Install new library
        • Prepare model weight
        • S3 Copy output from remote
        • R2 Copy output from remote
        • Direct upload and download
        • Server mode
        • LLM Dynamic Batching
        • Train and Inference MNIST
        • Etc.
      • CLI References
      • ❓FAQ
    • Playground
      • FloatChat
      • FloatPrompt
      • Quantize by Float16
  • 📚Use Case
    • Q&A Bot (RAG)
    • Text-to-SQL
    • OpenAI with Rate Limit
    • OpenAI with Guardrail
    • Multiple Agents
    • Q&A Chatbots (RAG + Agents)
  • ✳️Journey
    • ✨The Beginner's LLM Development Journey
    • 📖Glossary
      • [English Version] LLM Glossary
      • [ภาษาไทย] LLM Glossary
    • 🧠How to install node
  • Prompting
    • 📚Variable
    • ⛓️Condition
    • 🔨Demonstration
    • ⌛Loop
    • 📙Formatting
    • 🐣Chat
    • 🔎Technical term (Retrieve)
  • Privacy Policy
  • Terms & Conditions
Powered by GitBook
On this page
  • 1. Using Copy from S3 object compatibility
  • Step 1 : Check Storage before copy
  • Step 2 : Copy from S3 or R2
  • Step 3 : Check Remote Storage
  • Explore More
  1. GETTING STARTED
  2. Serverless GPU
  3. Tutorials

Prepare model weight

This tutorial will guide you through copying files from S3 or R2 to remote storage.

  • An active Float16 project

  • AWS S3 storage credentials or Cloudflare R2

1. Using Copy from S3 object compatibility

Step 1 : Check Storage before copy

float16 storage ls

Step 2 : Copy from S3 or R2

Use the following command to copy file from R2 to your remote storage.

float16 storage copy-to-remote \
    --path /workspace \
    --s3-uri https://40557a5d82224556015a5cxxx.r2.cloudflarestorage.com/BUCKET-A/weight-dir \ # This will download ALL files under "weight-dir" into "workspace"
    --s3-access-key 02e87e05dc0f3c27239d6d13bd6xxxxx \
    --s3-secret-key 2f44f34783f759613b24071afeac55b06286b5e401c9exxxxx \
    --s3_endpoint https://40557a5d82224556015a5cxxx.r2.cloudflarestorage.com

Replace the placeholders with your actual AWS S3 or R2 credentials:

  • <PATH> : Your remote storage path

  • <YOUR_S3_URI_DESTINATION>: Your R2 bucket original path or directory

  • <YOUR_S3_ACCESS_KEY>: Your R2 access key

  • <YOUR_S3_SECRET_KEY>: Your R2 secret key

  • <YOUR_S3_ENDPOINT>: Your R2 endpoint #Optional if you using S3 don't paste this flag.

After running the command, check your specified S3 destination path. You should find the output.txt file successfully copied.

Step 3 : Check Remote Storage

Check the files in your remote storage

float16 storage ls

Congratulations! You've learned how to copy output files from Float16's remote storage to your AWS S3 storage.

Explore More

Learn how to use Float16 CLI for various use cases in our tutorials.

Happy coding with Float16 Serverless GPU!

PreviousInstall new libraryNextS3 Copy output from remote

Last updated 1 month ago

🚀

Hello World

Launch your first serverless GPU function and kickstart your journey.

Install new library

Enhance your toolkit by adding new libraries tailored to your project needs.

Copy output from remote

Efficiently transfer computation results from remote to your local storage.

Deploy FastAPI Helloworld

Quick start to deploy FastAPI without change the code.

Upload and Download via CLI and Website

Direct upload and download file(s) to server.

More examples

Open source from community and Float16 team.