27 lines
959 B
Bash
Vendored
27 lines
959 B
Bash
Vendored
load_model='/home/rwkv/JL/model/rwkv-x060-7b-world-v2.1-36%trained-20240413-ctx4k.pth'
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proj_dir='/home/rwkv/JL/out_model/nf4'
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data_file='/home/rwkv/JL/data/roleplay'
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QUANT='nf4' #4bit nf4 fp4 none
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svd_niter=4
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lora_r=64
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n_layer=32
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n_embd=4096
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micro_bsz=4
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epoch_save=1
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epoch_steps=1000
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ctx_len=1024
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python train.py --proj_dir $proj_dir --data_file $data_file \
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--data_type binidx --vocab_size 65536 \
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--ctx_len $ctx_len --epoch_steps $epoch_steps --epoch_count 20 --epoch_begin 0 --epoch_save $epoch_save --micro_bsz $micro_bsz \
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--n_layer $n_layer --n_embd $n_embd \
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--pre_ffn 0 --head_qk 0 --lr_init 5e-5 --lr_final 5e-5 --warmup_steps 0 --beta1 0.9 --beta2 0.99 --adam_eps 1e-8 \
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--accelerator gpu --devices 1 --precision bf16 --strategy deepspeed_stage_1 --grad_cp 1 \
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--my_testing "x060" \
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--lora_load rwkv-0 --lora --lora_r $lora_r --lora_alpha 128 --lora_dropout 0.01 --lora_parts=att,ffn,time,ln \
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--PISSA --svd_niter $svd_niter \
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--quant $QUANT |