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Installation
Philosophy
Models
ALBERT
BERT
OpenAI GPT2
T5
MT5
RoBERTa
Vision Transformer (ViT)
CLIP
Sentence Transformer
Tutorials
Writing and Reading TFRecords
Classify text (MRPC) with Albert
Train (Masked Language Model) with tf-transformers in TPU
Classify Flowers (Image Classification) with ViT using multi-GPU
Create Sentence Embedding Roberta Model + Zeroshot from Scratch
Prompt Engineering using CLIP
GPT2 for QA using Squad V1 ( Causal LM )
Code Java to C# using T5
Read and Write Images as TFRecords
TFLite
Albert TFlite
Bert TFLite
Roberta TFLite
Model Usage
Text Generation using GPT2
Text Generation using T5
Sentence Transformer in tf-transformers
Tokenizers
ALBERT Tokenizer
BigBird Roberta Tokenizer
T5 Tokenizer
CLIP Feature Extractor
ViT Feature Extractor
Research
Glue Model Evaluation
Long Block Sequencer
Benchmarks
Benchmark GPT2
Benchmark T5
Benchmark Albert
Benchmark ViT
Benchmark CLIP
TF Transformers
»
Index
Index
B
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C
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G
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M
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R
B
BartConfig (class in tf_transformers.models.bart)
BertConfig (class in tf_transformers.models.bert)
C
CLIPImageConfig (class in tf_transformers.models.clip)
CLIPTextConfig (class in tf_transformers.models.clip)
G
GPT2Config (class in tf_transformers.models.gpt2)
M
MT5Config (class in tf_transformers.models.mt5)
R
RobertaConfig (class in tf_transformers.models.roberta)