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fairseq2 Documentation

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fairseq2 Documentation

Getting Started

Installation
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- Installing from Source
Quick Start

Basics

Overview
Design Philosophy
CLI
Assets
Data Pipeline
Checkpoint Management
Recipes
Runtime Extensions
Gang
Trainer

Tutorials

End-to-End Fine-Tuning
Monitor Your Experiments
Working with Presets
Efficient Benchmarking
Debugging with PuDB
Add Your Own Model

FAQ

Contributing to fairseq2

Reference

API Reference
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- fairseq2
- fairseq2.gang
- fairseq2.data
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  - fairseq2.data.text
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    - Text Tokenizers
  - fairseq2.data.data_pipeline
- fairseq2.datasets
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  - Dataset Loaders
- fairseq2.nn
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  - Position Encoders
- fairseq2.recipes
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  - fairseq2.recipes.lm
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    - fairseq2.recipes.lm.instruction_finetune
  - fairseq2.recipes.llama
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    - Convert Checkpoints
  - fairseq2.recipes.wav2vec2
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    - fairseq2.recipes.wav2vec2.train
  - fairseq2.recipes.cli
  - fairseq2.recipes.trainer
- fairseq2.assets
Bibliography

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fairseq2.recipes.llama¶

        classDiagram
  ABC <|-- CliCommandHandler
  CliCommandHandler <|-- ConvertCheckpointCommandHandler

See Also¶

Convert Checkpoints

Convert Checkpoints

fairseq2.recipes.lm.instruction_finetune

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fairseq2.recipes.llama
- See Also