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
Index
Index
A
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B
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C
|
D
|
E
|
F
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G
|
I
|
L
|
M
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N
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O
|
P
|
R
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S
|
T
|
U
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V
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X
|
Z
A
accumulate_device() (mammoth.utils.Statistics method)
accuracy() (mammoth.utils.Statistics method)
AdaFactorFairSeq (class in mammoth.utils.optimizers)
advance() (mammoth.translate.DecodeStrategy method)
(mammoth.translate.GreedySearch method)
all_gather_stats() (mammoth.utils.Statistics static method)
all_gather_stats_list() (mammoth.utils.Statistics static method)
amp (mammoth.utils.optimizers.MultipleOptimizer property)
AttentionBridge (class in mammoth.modules.attention_bridge)
AverageAttention (class in mammoth.modules.average_attn)
B
BaseAttentionBridgeLayer (class in mammoth.modules.attention_bridge)
BeamSearch (class in mammoth.translate)
block_ngram_repeats() (mammoth.translate.DecodeStrategy method)
build_tokenizer() (mammoth.translate.translation_server.ServerModel method)
C
clone_model() (mammoth.translate.translation_server.TranslationServer method)
count_parameters() (mammoth.models.NMTModel method)
coverage_none() (mammoth.translate.penalties.PenaltyBuilder method)
coverage_summary() (mammoth.translate.penalties.PenaltyBuilder method)
coverage_wu() (mammoth.translate.penalties.PenaltyBuilder method)
cumulative_average() (mammoth.modules.average_attn.AverageAttention method)
cumulative_average_mask() (mammoth.modules.average_attn.AverageAttention method)
D
DecodeStrategy (class in mammoth.translate)
detokenize() (mammoth.translate.translation_server.ServerModel method)
do_timeout() (mammoth.translate.translation_server.ServerModel method)
DynamicDatasetIter (class in mammoth.inputters.dataloader)
E
elapsed_time() (mammoth.utils.Statistics method)
EncoderBase (class in mammoth.modules.encoder)
exponential_decay() (in module mammoth.utils.optimizers)
externally_managed_step() (mammoth.utils.optimizers.MultipleOptimizer method)
F
forward() (mammoth.models.NMTModel method)
(mammoth.modules.attention_bridge.AttentionBridge method)
(mammoth.modules.average_attn.AverageAttention method)
(mammoth.modules.encoder.EncoderBase method)
(mammoth.modules.mean_encoder.MeanEncoder method)
(mammoth.modules.multi_headed_attn.MultiHeadedAttention method)
(mammoth.modules.position_ffn.PositionwiseFeedForward method)
(mammoth.modules.transformer_encoder.TransformerEncoder method)
from_loss_logits_target() (mammoth.utils.Statistics class method)
from_opts() (mammoth.inputters.dataloader.DynamicDatasetIter class method)
(mammoth.modules.attention_bridge.AttentionBridge class method)
(mammoth.modules.mean_encoder.MeanEncoder class method)
(mammoth.modules.transformer_encoder.TransformerEncoder class method)
G
get_base_optimizer() (in module mammoth.utils.optimizers)
GNMTGlobalScorer (class in mammoth.translate)
GreedySearch (class in mammoth.translate)
I
InferenceBatcher (class in mammoth.inputters.dataloader)
initialize() (mammoth.translate.BeamSearch method)
(mammoth.translate.DecodeStrategy method)
(mammoth.translate.GreedySearch method)
is_fixed_length (mammoth.modules.attention_bridge.BaseAttentionBridgeLayer property)
L
learning_rate() (mammoth.utils.optimizers.SubOptimizer method)
length_average() (mammoth.translate.penalties.PenaltyBuilder method)
length_none() (mammoth.translate.penalties.PenaltyBuilder method)
length_wu() (mammoth.translate.penalties.PenaltyBuilder method)
list_models() (mammoth.translate.translation_server.TranslationServer method)
load_model() (mammoth.translate.translation_server.TranslationServer method)
load_state_dict() (mammoth.utils.optimizers.MultipleOptimizer method)
log() (mammoth.translate.Translation method)
log_tensorboard() (mammoth.utils.Statistics method)
M
make_learning_rate_decay_fn() (in module mammoth.utils.optimizers)
mammoth.utils.optimizers
module
materialize() (mammoth.utils.Statistics method)
maybe_convert_align() (mammoth.translate.translation_server.ServerModel method)
maybe_detokenize() (mammoth.translate.translation_server.ServerModel method)
maybe_detokenize_with_align() (mammoth.translate.translation_server.ServerModel method)
maybe_postprocess() (mammoth.translate.translation_server.ServerModel method)
maybe_preprocess() (mammoth.translate.translation_server.ServerModel method)
maybe_tokenize() (mammoth.translate.translation_server.ServerModel method)
maybe_update_forbidden_tokens() (mammoth.translate.DecodeStrategy method)
maybe_update_target_prefix() (mammoth.translate.DecodeStrategy method)
MeanEncoder (class in mammoth.modules.mean_encoder)
merge() (mammoth.inputters.vocab.Vocab class method)
module
mammoth.utils.optimizers
MultiHeadedAttention (class in mammoth.modules.multi_headed_attn)
MultipleOptimizer (class in mammoth.utils.optimizers)
N
NMTModel (class in mammoth.models)
noam_decay() (in module mammoth.utils.optimizers)
noamwd_decay() (in module mammoth.utils.optimizers)
O
output() (mammoth.utils.Statistics method)
P
ParallelCorpus (class in mammoth.inputters.dataset)
parse_opt() (mammoth.translate.translation_server.ServerModel method)
PenaltyBuilder (class in mammoth.translate.penalties)
PositionwiseFeedForward (class in mammoth.modules.position_ffn)
postprocess() (mammoth.translate.translation_server.ServerModel method)
ppl() (mammoth.utils.Statistics method)
preload_model() (mammoth.translate.translation_server.TranslationServer method)
preprocess() (mammoth.translate.translation_server.ServerModel method)
R
rebuild_seg_packages() (mammoth.translate.translation_server.ServerModel method)
reorder_cache() (mammoth.translate.DecodeStrategy method)
rsqrt_decay() (in module mammoth.utils.optimizers)
run() (mammoth.translate.translation_server.TranslationServer method)
S
sample_with_temperature() (in module mammoth.translate.greedy_search)
ServerModel (class in mammoth.translate.translation_server)
ServerModelError
SimpleLookAheadBucketing (class in mammoth.inputters.dataloader)
StackXcoder (class in mammoth.modules.layer_stack)
start() (mammoth.translate.translation_server.TranslationServer method)
state_dict() (mammoth.utils.optimizers.MultipleOptimizer method)
Statistics (class in mammoth.utils)
step() (mammoth.utils.optimizers.AdaFactorFairSeq method)
(mammoth.utils.optimizers.SubOptimizer method)
SubOptimizer (class in mammoth.utils.optimizers)
T
target_prefixing() (mammoth.translate.DecodeStrategy method)
tflops() (mammoth.utils.Statistics method)
Timer (class in mammoth.translate.translation_server)
to_gpu() (mammoth.translate.translation_server.ServerModel method)
tokenize() (mammoth.translate.translation_server.ServerModel method)
tokenizer_marker() (mammoth.translate.translation_server.ServerModel method)
train() (mammoth.Trainer method)
Trainer (class in mammoth)
training_step (mammoth.utils.optimizers.MultipleOptimizer property)
(mammoth.utils.optimizers.SubOptimizer property)
TransformerEncoder (class in mammoth.modules.transformer_encoder)
translate_batch() (mammoth.translate.Translator method)
Translation (class in mammoth.translate)
TranslationBuilder (class in mammoth.translate)
TranslationServer (class in mammoth.translate.translation_server)
Translator (class in mammoth.translate)
U
unload_model() (mammoth.translate.translation_server.TranslationServer method)
update() (mammoth.utils.Statistics method)
update_finished() (mammoth.translate.DecodeStrategy method)
(mammoth.translate.GreedySearch method)
update_finished_in_cache() (mammoth.translate.DecodeStrategy method)
V
validate() (mammoth.Trainer method)
Vocab (class in mammoth.inputters.vocab)
X
xent() (mammoth.utils.Statistics method)
Z
zero_grad() (mammoth.utils.optimizers.MultipleOptimizer method)
(mammoth.utils.optimizers.SubOptimizer method)