初始化项目,由ModelHub XC社区提供模型
Model: yhavinga/gpt2-medium-dutch Source: Original Platform
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36
run_gpt.sh
Executable file
36
run_gpt.sh
Executable file
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#!/bin/bash
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export HF_PROJECT="gpt2-medium-dutch"
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# Variables for training the tokenizer and creating the config
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export VOCAB_SIZE="50257"
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export DATASET="/home/yeb/data/mc4_nl_cleaned/mc4_nl_cleaned.py" # Name of the dataset in the Huggingface Hub
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export DATASET_CONFIG="full" # Config of the dataset in the Huggingface Hub
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export DATASET_SPLIT="train" # Split to use for training tokenizer and model
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export TEXT_FIELD="text" # Field containing the text to be used for training
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export CONFIG_TYPE="gpt2-medium" # Config that our model will use
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export MODEL_PATH="${HOME}/data/${HF_PROJECT}" # Path to the model, e.g. here inside the mount
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python run_clm_flax.py \
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--output_dir="${MODEL_PATH}" \
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--model_type="gpt2" \
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--config_name="${MODEL_PATH}" \
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--model_name_or_path="${MODEL_PATH}" \
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--tokenizer_name="${MODEL_PATH}" \
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--preprocessing_num_workers="96" \
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--do_train --do_eval \
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--dataset_name="${DATASET}" \
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--dataset_config_name="${DATASET_CONFIG}" \
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--block_size="512" \
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--per_device_train_batch_size="16" \
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--per_device_eval_batch_size="16" \
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--learning_rate="0.0024" --warmup_steps="5000" \
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--adam_beta1="0.9" --adam_beta2="0.98" --weight_decay="0.01" \
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--overwrite_output_dir \
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--num_train_epochs="1" \
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--logging_steps="500" \
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--save_steps="20001" \
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--eval_steps="2500"
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# \
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# --push_to_hub
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