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GitHub

Welcome

  • 🛒 Getting TPUs
  • ⚒️ Installation
  • ✏️ Quickstart
  • 📎 Supported Models
  • 📖 Supported Data Formats
  • 📍 Finetuning Guide
  • 📈 Scaling up with Ray
    • Ray Cluster with TPU VMs
    • Ray Cluster with TPU QRs
    • Ray Cluster with TPU GKE
  • 🏁 Serve with vLLM
  • 💡 Troubleshooting
  • 💌 Help and Feedback

Basics

  • 🌵 SFT Example
  • 🌵 Continued Pretraining Example
  • ✨ LoRA
  • 📦 Dataset Packing
  • 📚 Managing Large Datasets
  • 🔎 Observability
  • 🔖 Checkpointing
  • 🚀 Performance Optimizations

API

  • Model
  • Dataset
  • Trainer
Kithara documentation
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Index

Index

F

  • from_preset() (KerasHubModel class method)
    • (MaxTextModel class method)
  • from_random() (MaxTextModel class method)

G

  • generate(), [1]

P

  • PackedDataset (built-in class)

S

  • save_in_hf_format(), [1]
  • SFTDataset (built-in class)

T

  • TextCompletionDataset (built-in class)
  • to_packed_dataset() (SFTDataset method)
    • (TextCompletionDataset method)
  • train() (Trainer method)
  • Trainer (built-in class)
FGPST

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