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feat: lora config

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This commit is contained in:
Zach Nussbaum 2023-03-27 17:33:13 +00:00
parent 80227dc164
commit ed08006053
1 changed files with 4 additions and 3 deletions
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7
configs/train/finetune_lora.yaml
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@ -2,12 +2,12 @@
model_name: "zpn/llama-7b" model_name: "zpn/llama-7b"
tokenizer_name: "zpn/llama-7b" tokenizer_name: "zpn/llama-7b"
gradient_checkpointing: false gradient_checkpointing: false
save_name: "zpn/vicuna-lora" save_name: "nomic-ai/vicuna-lora-multi-turn"
# dataset # dataset
streaming: false streaming: false
num_proc: 64 num_proc: 64
dataset_path: "data" dataset_path: "data_multiturn"
max_length: 1024 max_length: 1024
batch_size: 4 batch_size: 4
@ -16,10 +16,11 @@ lr: 5.0e-5
eval_every: 2000 eval_every: 2000
eval_steps: 100 eval_steps: 100
save_every: 2000 save_every: 2000
output_dir: "ckpts/llama-7b" output_dir: "ckpts/llama-7b-lora-multi"
checkpoint: null checkpoint: null
lora: true lora: true
warmup_steps: 100 warmup_steps: 100
num_epochs: 2
# logging # logging
wandb: true wandb: true