gpt4all/configs/train/finetune_lora.yaml
2023-03-27 17:33:13 +00:00

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512 B
YAML

# model/tokenizer
model_name: "zpn/llama-7b"
tokenizer_name: "zpn/llama-7b"
gradient_checkpointing: false
save_name: "nomic-ai/vicuna-lora-multi-turn"
# dataset
streaming: false
num_proc: 64
dataset_path: "data_multiturn"
max_length: 1024
batch_size: 4
# train dynamics
lr: 5.0e-5
eval_every: 2000
eval_steps: 100
save_every: 2000
output_dir: "ckpts/llama-7b-lora-multi"
checkpoint: null
lora: true
warmup_steps: 100
num_epochs: 2
# logging
wandb: true
wandb_entity: vicuna
wandb_project_name: vicuna
seed: 42