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encoder-decoders's Introduction

encoder-decoders

Use models like Llama as an encoder-decoder

Models

  • bert
  • roberta
  • gpt2
  • [WIP] Llama
  • [WIP] GPTBigCode

Usage

python run_seq2seq.py \
  --encoder_model_name_or_path "bert-base-cased" \
  --decoder_model_name_or_path "bert-base-cased" \
  --output_dir "bert-encoder-decoder" \
  --dataset_name samsum \
  --fp16 \
  --do_train \
  --do_eval \
  --overwrite_output_dir \
  --evaluation_strategy "epoch" \
  --logging_steps 10 \
  --predict_with_generate \
  --max_source_length 512 \
  --save_strategy "epoch" \
  --save_total_limit 1 \
  --per_device_train_batch_size 16

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