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Finetuner documentation
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Get Started

  • How Does it Work?
  • Installation
  • Jina Embeddings
  • Walkthrough
    • Basic Concepts
    • Login
    • Prepare Training Data
    • Backbone Model
    • Run Job
    • Save Artifact
    • Inference

Advanced Topics

  • How much data?
  • Negative Mining
  • Using Callbacks
  • Projection Head
  • Advanced loss functions, optimizers and poolers
  • Use FinetunerExecutor inside a Jina Flow

Finetuning Tasks

  • Text-to-Text Search via BERT
  • Image-to-Image Search with TripletMarginLoss
  • Image-to-Image Search with ArcFaceLoss
  • Text-to-Image Search via CLIP
  • Multilingual Text-to-Image Search with MultilingualCLIP
  • 3D Mesh-to-3D Mesh Search via PointNet++
  • Data Synthesis

Developer Reference

  • Python API

Ecosystem

  • Jina
  • Jina Hub
  • Finetuner
  • DocArray
  • CLIP-as-service
  • JCloud
  • NOW
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All modules for which code is available

  • finetuner
    • finetuner.client.client
    • finetuner.console
    • finetuner.data
    • finetuner.excepts
    • finetuner.experiment
    • finetuner.finetuner
    • finetuner.model
    • finetuner.run
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Last updated on Jul 26, 2023