Index

_

__call__() (BeamSearch method) (CorpusCleaner method) (CorpusDiscovery method) (CorpusFilter method) (CorpusLoader method) (DirectoryCleaner method) (EncodingEnforcer method) (Evaluator method) (FileTypeExtractor method) (Generator method) (Greedy method) (MemoryTrimmer method) (PreTrainedClient method) (RegexReplacer method) (Shuffle method) (Style method) (TestSequenceFolder method) (ToFrame method) (TokenizerLoader method) (TokenizerSaver method) (TopK method) (TopP method) (TrainData method) (TrainSequenceFolder method)

A

adjust_batches_for() (TrainData method)

adjust_n_for() (TrainData method) Algo (class in slangmod.ml.tokenizers)

B

BeamSearch (class in slangmod.ml.generators)

bias_kwarg (EncoderLayer property)

C

contents (Special property) context (BeamSearch property) (Encoder property) (EncoderLayer property) (Generator property) (Greedy property) (SelfAttention property) (TopK property) (TopP property)

CorpusCleaner (class in slangmod.etl) CorpusDiscovery (class in slangmod.io) CorpusFilter (class in slangmod.io) CorpusLoader (class in slangmod.io)

D

decoder (Special property) device (Encoder property) (EncoderLayer property) (Learnable property) (Rotary property) (SelfAttention property) (Sinusoidal property)

DirectoryCleaner (class in slangmod.io) dtype (Encoder property) (EncoderLayer property) (Learnable property) (Rotary property) (SelfAttention property) (Sinusoidal property)

E

Encoder (class in slangmod.ml.models) encoder (Special property) EncoderLayer (class in slangmod.ml.models) EncodingEnforcer (class in slangmod.etl) eos_id (Algo property) (BeamSearch property) (Generator property) (Greedy property) (Special property) (TopK property) (TopP property)

Evaluator (class in slangmod.ml) extract_file_name() (in module slangmod.io)

F

FileTypeExtractor (class in slangmod.io) flat (PreTrainedClient property) forward() (Encoder method) (EncoderLayer method) (Learnable method) (Rotary method) (SelfAttention method) (Sinusoidal method)

from_buffer() (Algo method) from_file() (Algo method) from_pretrained() (Algo method) from_str() (Algo method)

G

Generator (class in slangmod.ml.generators)

Greedy (class in slangmod.ml.generators)

H

has_pos_enc (EncoderLayer property) (SelfAttention property)

head_dim (Rotary property) (SelfAttention property)

I

ids (Special property)

items (Special property)

L

Learnable (class in slangmod.ml.models) libc (MemoryTrimmer property) logits() (Greedy method) (NextToken method) (TopK method) (TopP method)

M

max_k (TopK property) MemoryTrimmer (class in slangmod.etl) mod_dim (Encoder property) (EncoderLayer property) module slangmod.etl slangmod.io slangmod.io.clients slangmod.ml slangmod.ml.generators slangmod.ml.models slangmod.ml.tokenizers

N

n (TestData property) (TrainData property) new() (EncoderLayer method) (Learnable method) (Rotary method) (SelfAttention method) (Sinusoidal method)

next_token_from_logits() (Greedy method) (NextToken method) (TopK method) (TopP method) NextToken (class in slangmod.ml.generators)

P

pad_id (Evaluator property) (Special property) perplexity() (Evaluator method) predict() (BeamSearch method) (Generator method) (Greedy method) (NextToken method) (TopK method) (TopP method)

PreTrainedClient (class in slangmod.io.clients)

R

RegexReplacer (class in slangmod.etl) reset_parameters() (Encoder method) (EncoderLayer method) (Learnable method) (Rotary method) (SelfAttention method) (Sinusoidal method)

Rotary (class in slangmod.ml.models)

S

sample() (TestData method) (TrainData method) scale (Encoder property) (SelfAttention property) SelfAttention (class in slangmod.ml.models) seq_len (TestData property) (TrainData property) Shuffle (class in slangmod.etl) Sinusoidal (class in slangmod.ml.models) slangmod.etl module slangmod.io module slangmod.io.clients module

slangmod.ml module slangmod.ml.generators module slangmod.ml.models module slangmod.ml.tokenizers module Special (class in slangmod.ml.tokenizers) step() (Greedy method) (NextToken method) (TopK method) (TopP method) stride (TrainSequenceFolder property) Style (class in slangmod.io.clients)

T

terminate() (Algo method) TestData (class in slangmod.ml) TestSequenceFolder (class in slangmod.ml) ToFrame (class in slangmod.etl) TokenizerLoader (class in slangmod.io) TokenizerSaver (class in slangmod.io) tokens (Special property)

top() (Evaluator method) TopK (class in slangmod.ml.generators) TopP (class in slangmod.ml.generators) train() (Algo method) train_from_iterator() (Algo method) TrainData (class in slangmod.ml) TrainSequenceFolder (class in slangmod.ml)

U

unigram_vocab (Special property)

unk_id (Algo property) (Special property)

V

vocab (Algo property) (BeamSearch property) (Generator property) (Greedy property) (TopK property) (TopP property)

W

width (TestSequenceFolder property) (TrainSequenceFolder property)

Z

zero (BeamSearch property) (Generator property) (Greedy property) (TopK property) (TopP property)