30 lines
943 B
Bash
30 lines
943 B
Bash
torchrun --nproc_per_node=1 pretrain_gpt.py \
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--num-layers 2 \
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--hidden-size 256 \
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--ffn-hidden-size 1024 \
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--num-attention-heads 4 \
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--seq-length 512 \
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--max-position-embeddings 512 \
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--micro-batch-size 1 \
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--global-batch-size 8 \
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--train-iters 200 \
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--lr 1e-4 \
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--min-lr 1e-5 \
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--lr-decay-style cosine \
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--lr-warmup-iters 2 \
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--weight-decay 0.01 \
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--clip-grad 1.0 \
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--adam-beta1 0.9 \
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--adam-beta2 0.95 \
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--init-method-std 0.02 \
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--tokenizer-type HuggingFaceTokenizer \
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--tokenizer-model /apps/yi/kaiyuan_pretraining/tokenizer \
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--data-path 1.0 /apps/yi/kaiyuan_pretraining/megatron_phase1/phase1_part-00000_text_document \
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--split 949,50,1 \
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--bf16 \
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--save /apps/yi/checkpoints/tiny-test-full \
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--save-interval 20 \
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--tensorboard-dir /apps/yi/tb_logs/tiny-test-full \
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--log-interval 1 \
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--eval-interval 10 \
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--eval-iters 20 |