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#!/bin/bash |
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WORLD_SIZE=8 |
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DISTRIBUTED_ARGS="--nproc_per_node $WORLD_SIZE \ |
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--nnodes 1 \ |
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--node_rank 0 \ |
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--master_addr localhost \ |
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--master_port 6000" |
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TASK="LAMBADA" |
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VALID_DATA=<lambada path> |
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VOCAB_FILE=gpt2-vocab.json |
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MERGE_FILE=gpt2-merges.txt |
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CHECKPOINT=checkpoints/gpt2_345m |
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python -m torch.distributed.launch $DISTRIBUTED_ARGS ./tasks/main.py \ |
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--task $TASK \ |
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--valid_data $VALID_DATA \ |
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--tokenizer_type GPT2BPETokenizer \ |
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--strict_lambada \ |
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--vocab_file $VOCAB_FILE \ |
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--merge_file $MERGE_FILE \ |
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--load $CHECKPOINT \ |
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--tensor_model_parallel_size 1 \ |
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--num_layers 24 \ |
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--hidden_size 1024 \ |
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--num_attention_heads 16 \ |
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--batch_size 8 \ |
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--activations_checkpoint_method uniform \ |
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--seq_length 1024 \ |
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--max_position_embeddings 1024 \ |
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--log_interval 10 \ |
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--fp16 \ |
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--no_load_optim \ |
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--no_load_rng |
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