MAMMOTH

Getting Started

  • Overview
  • Quickstart
  • Contributors
  • References

Frequently Asked Questions

  • Frequently Asked Questions

MAMMOTH features

  • Component-level Modularity
  • Config-config Tool
  • Attention Bridge

Tutorials

  • Installation
  • LUMI & Roihu Quickstart
  • Prepare Data
  • HuggingFace Tokenizers Integration
  • Training MAMMOTH 101
  • MAMMOTH Sharing Schemes
  • How We Convert the Model
  • Model Conversion
  • Push the Converted Model to Model Hub
  • Inference
  • Download Models for Local Use

Scripts

  • Train
  • Translate
  • Server

API

  • Framework
  • Modules
  • Translation
  • Server
  • Data Loaders
MAMMOTH
  • Overview: module code

All modules for which code is available

  • mammoth.inputters.dataloader
  • mammoth.inputters.dataset
  • mammoth.inputters.vocab
  • mammoth.models.model
  • mammoth.modules.attention_bridge
  • mammoth.modules.average_attn
  • mammoth.modules.encoder
  • mammoth.modules.layer_stack
  • mammoth.modules.mean_encoder
  • mammoth.modules.multi_headed_attn
  • mammoth.modules.position_ffn
  • mammoth.modules.transformer_encoder
  • mammoth.trainer
  • mammoth.translate.beam_search
  • mammoth.translate.decode_strategy
  • mammoth.translate.greedy_search
  • mammoth.translate.penalties
  • mammoth.translate.translation
  • mammoth.translate.translation_server
  • mammoth.translate.translator
  • mammoth.utils.optimizers
  • mammoth.utils.statistics

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